////////////////// Start of input data ////////////////// 





########### section 0 section 0 choice of CPU or GPU ##########
GPU:                          True


########### section 1 choice of differencing scheme ###########
scheme:                         c
scheme_turb:                    u
acrank:                         1.0
acrank_conv:                    0.5
acrank_conv_keps:               1
acrank_conv_kom:                1


########### section 2 turbulence models ###########
cmu:                          0.09
pans:                         False
keps:                         False
kom_des:                      False
keps_des:                     True
k_eq_les:                     False
kom:                          False
sst:                          False
smag:                         False
wale:                         False
c_eps_1:                      1.5
c_eps_2:                      1.9
prand_k:                      1.4
prand_eps:                    1.4
cdes:                         0.67


########### section 3 restart/save ###########
restart:                      False
save:                         True


########### section 4 fluid properties ###########
viscos:                       6.25e-05


########### section 5 relaxation factors ###########
urfvis:                       0.5


########### section 6 number of iteration and convergence criterira ###########
sormax:                       0.001
norm_order:                   2
maxit:                        5
min_iter:                     2
solver_vel:                   pyamgx
solver_p:                     pyamgx_p
coeff_v:                      False
coeff_w:                      False
embedded:                     False
solver_turb:                  pyamgx
amg_relax:                    default
amg_cycle:                    V
nsweep_vel:                   50
nsweep_keps:                  50
nsweep_kom:                   50
convergence_limit_gpu:        5e-05


########### section 7 all variables are printed during the iteration at node ###########
imon:                         0
jmon:                         0
kmon:                         0


########### section 8 time-averaging ###########
ntstep:                       20000
dt[0]:                        1.17e-03
itstep_start:                 10000
itstep_save:                  2000
itstep_stats:                 1


########### section 9 residual scaling parameters ###########
resnorm_p:                    64.0
resnorm_vel:                  1280.0


########### Section 10 grid and boundary conditions ###########
ni:                           96
nj:                           77
nk:                           32


cyclic_x:                     False
cyclic_z:                     True


L_t_synt:                     0.2
nmodes_synt:                  150
dmin_synt:                    0.0125
jmirror_synt:                 38


------boundary conditions for u
     u_bc_west_type:               d
     u_bc_east_type:               n
     u_bc_west[0,0]:               0.0
     u_bc_south_type:              n
     u_bc_north_type:              n
------boundary conditions for v
     v_bc_west_type:               d
     v_bc_east_type:               n
     v_bc_west[0,0]:               0.0
     v_bc_south_type:              d
     v_bc_north_type:              d
     v_bc_south[0,0]:              0.0
     v_bc_north[0,0]:              0.0
------boundary conditions for w
     w_bc_west_type:               d
     w_bc_east_type:               n
     w_bc_west[0,0]:               0.0
     w_bc_south_type:              d
     w_bc_north_type:              d
     w_bc_south[0,0]:              0.0
     w_bc_north[0,0]:              0.0
------boundary conditions for p
     p_bc_west_type:               n
     p_bc_east_type:               n
     p_bc_south_type:              n
     p_bc_north_type:              n
------boundary conditions for k
     k_bc_west_type:               d
     k_bc_east_type:               n
     k_bc_west[0,0]:               0.0
     k_bc_south_type:              d
     k_bc_north_type:              d
     k_bc_south[0,0]:              0.0
     k_bc_north[0,0]:              0.0
------boundary conditions for eps
     eps_bc_west_type:             d
     eps_bc_east_type:             n
     eps_bc_west[0,0]:             0.0
     eps_bc_south_type:            d
     eps_bc_north_type:            d
     eps_bc_south[0,0]:            0.0
     eps_bc_north[0,0]:            0.0



 ////////////////// End of input data //////////////////



hostname:  tfd117.am.chalmers.se
pymgx initialized
AMGX version 2.2.0.132-opensource
Built on Apr  7 2022, 07:44:31
Compiled with CUDA Runtime 11.2, using CUDA driver 12.4
le_min :  0.006497714051522774
lcut_min :  0.10064977140515229
lnu_min :  0.00012944063066691933
k_min_STG :  1.6736008965092277
k_max :  93.63933796561929
NModes STG:  406
le_min :  0.006497714051522774
lcut_min :  0.10064977140515229
lnu_min :  0.00012944063066691933
k_min_STG :  1.6736008965092277
k_max :  93.63933796561929
NModes STG:  406
uvmean_aver at max 5.135216832330135
le_min :  0.006497714051522774
lcut_min :  0.10064977140515229
lnu_min :  0.00012944063066691933
k_min_STG :  1.6736008965092277
k_max :  93.63933796561929
NModes STG:  406
le_min :  0.006497714051522774
lcut_min :  0.10064977140515229
lnu_min :  0.00012944063066691933
k_min_STG :  1.6736008965092277
k_max :  93.63933796561929
NModes STG:  406
uvmean_aver at max 5.135216832330135
conv called
compute_fk called
IDDES functions saved
calceps called
vist_pans called
le_min :  0.006497714051522774
lcut_min :  0.10064977140515229
lnu_min :  0.00012944063066691933
k_min_STG :  1.6736008965092277
k_max :  93.63933796561929
NModes STG:  406
le_min :  0.006497714051522774
lcut_min :  0.10064977140515229
lnu_min :  0.00012944063066691933
k_min_STG :  1.6736008965092277
k_max :  93.63933796561929
NModes STG:  406
uvmean_aver at max 5.135216832330135
CDS scheme, prand= 1
calcu called
modify_u, ustar[-2,-2],[2,2] 0.4321796465795333 0.4321796465795333
solve_pyamgx called,tol_conv= 1e-05 acrank_conv_local= 0.5 variable= u
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 2
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05         0.0237
           1(D)         4450             44488   0.00225        0.00113
         --------------------------------------------------------------
         Grid Complexity: 1.01881
         Operator Complexity: 1.02705
         Total Memory Usage: 0.0248619 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini              1.1731   2.897151e+00
              0              1.1731   4.409110e-02         0.0152
              1              1.1731   1.172189e-03         0.0266
              2              1.1731   3.093689e-05         0.0264
         --------------------------------------------------------------
         Total Iterations: 3
         Avg Convergence Rate: 		         0.0220
         Final Residual: 		   3.093689e-05
         Total Reduction in Residual: 	   1.067838e-05
         Maximum Memory Usage: 		          1.173 GB
         --------------------------------------------------------------
Total Time: 0.529079
    setup: 0.361409 s
    solve: 0.16767 s
    solve(per iteration): 0.0558901 s
resid in solve_pyamgx: 3.09e-05
time solve_pyamgx: 2.41e+00
time u: 2.57e+00
calcv called
yt [0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0.
 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0.
 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0.
 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0.]
solve_pyamgx called,tol_conv= 1e-05 acrank_conv_local= 0.5 variable= v
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini              1.1731   2.890960e+00
              0              1.1731   4.441788e-02         0.0154
              1              1.1731   1.191930e-03         0.0268
              2              1.1731   3.143077e-05         0.0264
         --------------------------------------------------------------
         Total Iterations: 3
         Avg Convergence Rate: 		         0.0222
         Final Residual: 		   3.143077e-05
         Total Reduction in Residual: 	   1.087209e-05
         Maximum Memory Usage: 		          1.173 GB
         --------------------------------------------------------------
Total Time: 0.36559
    setup: 0.361409 s
    solve: 0.00418195 s
    solve(per iteration): 0.00139398 s
resid in solve_pyamgx: 3.14e-05
time solve_pyamgx: 4.70e-03
time v: 1.36e-02
calcw called
solve_pyamgx called,tol_conv= 1e-05 acrank_conv_local= 0.5 variable= w
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini              1.1731   3.210311e+00
              0              1.1731   4.856411e-02         0.0151
              1              1.1731   1.278125e-03         0.0263
              2              1.1731   3.308834e-05         0.0259
         --------------------------------------------------------------
         Total Iterations: 3
         Avg Convergence Rate: 		         0.0218
         Final Residual: 		   3.308834e-05
         Total Reduction in Residual: 	   1.030689e-05
         Maximum Memory Usage: 		          1.173 GB
         --------------------------------------------------------------
Total Time: 0.365533
    setup: 0.361409 s
    solve: 0.00412474 s
    solve(per iteration): 0.00137491 s
resid in solve_pyamgx: 3.31e-05
time solve_pyamgx: 4.59e-03
time w: 6.28e-03
conv called
area_out 3.2
flow_in 86.7658688111229 flow_out 86.76516842265117 area_out 3.2 flow_out_new 86.76586881112291 uinc: 0.00021887139741494366
calcp called
xp.sum(su3d) -2.2006507727212465e-11
solve_px called
A and M computed,tol_conv= 5e-05
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 8
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05         0.0244
           1(D)        46050            505828  0.000239         0.0133
           2(D)        18973            677727   0.00188          0.016
           3(D)         7995           1850226    0.0289         0.0417
           4(D)         2491           1802941     0.291         0.0404
           5(D)          446            177894     0.894        0.00399
           6(D)           16               256         1       6.36e-06
           7(D)            2                 4         1       1.64e-07
         --------------------------------------------------------------
         Grid Complexity: 1.32118
         Operator Complexity: 4.04905
         Total Memory Usage: 0.139722 GB
         --------------------------------------------------------------
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   7.782131e+01
              0             1.82349   6.198274e+01         0.7965
              1              1.8235   3.392765e+01         0.5474
              2              1.8235   1.689230e+01         0.4979
              3              1.8235   8.373297e+00         0.4957
              4              1.8235   4.302832e+00         0.5139
              5              1.8235   2.364523e+00         0.5495
              6              1.8235   1.376664e+00         0.5822
              7              1.8235   8.022128e-01         0.5827
              8              1.8235   4.697569e-01         0.5856
              9              1.8235   2.675566e-01         0.5696
             10              1.8235   1.847915e-01         0.6907
             11              1.8235   1.119079e-01         0.6056
             12              1.8235   6.453061e-02         0.5766
             13              1.8235   3.654003e-02         0.5662
             14              1.8235   1.974626e-02         0.5404
             15              1.8235   1.023415e-02         0.5183
             16              1.8235   5.302493e-03         0.5181
             17              1.8235   2.650618e-03         0.4999
         --------------------------------------------------------------
         Total Iterations: 18
         Avg Convergence Rate: 		         0.5647
         Final Residual: 		   2.650618e-03
         Total Reduction in Residual: 	   3.406031e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.194566
    setup: 0.138297 s
    solve: 0.0562688 s
    solve(per iteration): 0.00312604 s
resid in solve_px: 2.65e-03
time p: 2.11e-01
time Smag or Wale: 9.54e-07
vist_pans called
upwind scheme, prand= 1.4
calck called

comm_min_pans:  -1.38e+02, pk_max: 3.00e+01, u2prim_max: 2.55e-01, v2prim_max: 1.24e-01, w2prim_max: 3.26e-01
yplus_max, yplus_min, uplus_min, uplus_max 267.7486814575776 0.04210016955465338 -97.88375469118719 66.42389477305937
ubulk 27.12485576617526
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.43217964657951924 0.43217964657951924 0.4321796465795193
yplus, min,max,mean 22.46543809889542 22.46543809889542 22.46543809889542
uplus, min,max,mean 33.29744305531712 36.220129410999974 34.36890262748448
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
solve_pyamgx called,tol_conv= -0.0001 acrank_conv_local= 1 variable= k
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0245
           1(D)        77424            733806  0.000122         0.0193
           2(D)          688               982   0.00207       4.25e-05
         --------------------------------------------------------------
         Grid Complexity: 1.33022
         Operator Complexity: 1.45522
         Total Memory Usage: 0.0438192 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   4.522625e+01
              0             1.82349   6.139400e-02         0.0014
              1              1.8235   3.207691e-03         0.0522
              2              1.8235   1.537688e-04         0.0479
         --------------------------------------------------------------
         Total Iterations: 3
         Avg Convergence Rate: 		         0.0150
         Final Residual: 		   1.537688e-04
         Total Reduction in Residual: 	   3.399990e-06
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.031618
    setup: 0.02656 s
    solve: 0.00505802 s
    solve(per iteration): 0.00168601 s
resid in solve_pyamgx: 1.54e-04
time solve_pyamgx: 3.75e-02
time k: 2.42e+00
upwind scheme, prand= 1.4
calceps called
modify_eps, ustar[-2,-2],[2,2] 0.22945598291426492 0.22945284926134032
solve_pyamgx called,tol_conv= -0.0001 acrank_conv_local= 1 variable= eps
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0245
           1(D)        77509            735227  0.000122         0.0193
           2(D)          698              1008   0.00207       4.33e-05
         --------------------------------------------------------------
         Grid Complexity: 1.33062
         Operator Complexity: 1.45611
         Total Memory Usage: 0.0438564 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   8.690402e+04
              0             1.82349   2.076845e+01         0.0002
              1              1.8235   3.028623e-01         0.0146
         --------------------------------------------------------------
         Total Iterations: 2
         Avg Convergence Rate: 		         0.0019
         Final Residual: 		   3.028623e-01
         Total Reduction in Residual: 	   3.485021e-06
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0302461
    setup: 0.0267387 s
    solve: 0.00350746 s
    solve(per iteration): 0.00175373 s
resid in solve_pyamgx: 3.03e-01
time solve_pyamgx: 3.49e-02
time eps: 4.29e-02
compute_fk called
IDDES functions saved

--time step:   0, iter:0, max residual:5.03e-06, u:2.42e-08, v:2.46e-08, w:2.59e-08, p:5.03e-06, k:9.39e-11, eps:1.44e-10, om:0.00e+00


monitor time step:   0, iter:0, u: 1.50e+01, v:-4.11e-01, w:-9.86e-02, p:-1.03e+02, k: 2.22e-01, eps: 1.32e+01, om: 1.00e+00


-- cfl_max_x: 3.68e-01, cfl_max_y: 8.23e-01, at i=  0, j=  1


No of points cfl_x > 1:  0, No of points cfl_y > 1:  0


--time step:  1.17e-03, iter:  0, umax: 2.94e+01, vismax: 7.56e+01, kmin: 1.62e-01, epsmin: 5.23e-01, ommin: 1.00e+00, fkmax: 5.58e+00

time one iteration: 5.30e+00
time every 10th time steps: 5.30e+00
modify_u, ustar[-2,-2],[2,2] 0.22945598291426492 0.22945284926134032
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 2
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05         0.0237
           1(D)         4438             44140   0.00224        0.00112
         --------------------------------------------------------------
         Grid Complexity: 1.01876
         Operator Complexity: 1.02684
         Total Memory Usage: 0.0248536 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.978745e+00
              0             1.82349   7.404099e-02         0.0249
              1              1.8235   2.183003e-03         0.0295
              2              1.8235   5.945532e-05         0.0272
         --------------------------------------------------------------
         Total Iterations: 3
         Avg Convergence Rate: 		         0.0271
         Final Residual: 		   5.945532e-05
         Total Reduction in Residual: 	   1.995986e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0183015
    setup: 0.0144527 s
    solve: 0.0038488 s
    solve(per iteration): 0.00128293 s
resid in solve_pyamgx: 5.95e-05
time solve_pyamgx: 2.30e-02
time u: 2.78e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.398778e+00
              0             1.82349   7.708097e-02         0.0227
              1              1.8235   1.959303e-03         0.0254
              2              1.8235   5.198129e-05         0.0265
         --------------------------------------------------------------
         Total Iterations: 3
         Avg Convergence Rate: 		         0.0248
         Final Residual: 		   5.198129e-05
         Total Reduction in Residual: 	   1.529411e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0178614
    setup: 0.0144527 s
    solve: 0.0034087 s
    solve(per iteration): 0.00113623 s
resid in solve_pyamgx: 5.20e-05
time solve_pyamgx: 3.81e-03
time v: 6.03e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.501399e+00
              0             1.82349   8.082459e-02         0.0231
              1              1.8235   2.099108e-03         0.0260
              2              1.8235   5.552552e-05         0.0265
         --------------------------------------------------------------
         Total Iterations: 3
         Avg Convergence Rate: 		         0.0251
         Final Residual: 		   5.552552e-05
         Total Reduction in Residual: 	   1.585809e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0177193
    setup: 0.0144527 s
    solve: 0.00326656 s
    solve(per iteration): 0.00108885 s
resid in solve_pyamgx: 5.55e-05
time solve_pyamgx: 3.75e-03
time w: 5.41e-03
area_out 3.2
flow_in 86.7658688111229 flow_out 86.76569956537178 area_out 3.2 flow_out_new 86.76586881112293 uinc: 5.2889297226244025e-05
xp.sum(su3d) -2.194253112541844e-11
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   1.341921e+01
              0             1.82349   9.463547e+00         0.7052
              1              1.8235   4.357906e+00         0.4605
              2              1.8235   2.137069e+00         0.4904
              3              1.8235   1.049154e+00         0.4909
              4              1.8235   5.221287e-01         0.4977
              5              1.8235   2.618822e-01         0.5016
              6              1.8235   1.389333e-01         0.5305
              7              1.8235   7.493613e-02         0.5394
              8              1.8235   4.137834e-02         0.5522
              9              1.8235   2.276285e-02         0.5501
             10              1.8235   1.562459e-02         0.6864
             11              1.8235   9.634041e-03         0.6166
             12              1.8235   5.416292e-03         0.5622
             13              1.8235   3.031440e-03         0.5597
             14              1.8235   1.636443e-03         0.5398
             15              1.8235   8.539479e-04         0.5218
             16              1.8235   4.585041e-04         0.5369
         --------------------------------------------------------------
         Total Iterations: 17
         Avg Convergence Rate: 		         0.5461
         Final Residual: 		   4.585041e-04
         Total Reduction in Residual: 	   3.416773e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.182954
    setup: 0.138297 s
    solve: 0.0446569 s
    solve(per iteration): 0.00262688 s
resid in solve_px: 4.59e-04
time p: 5.23e-02
time Smag or Wale: 1.19e-06

comm_min_pans:  -3.49e+02, pk_max: 7.49e+01, u2prim_max: 2.55e-01, v2prim_max: 1.24e-01, w2prim_max: 3.26e-01
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.226846102452615 0.2622790464138373 0.22961584114983935
yplus, min,max,mean 11.791848859516413 13.633713962425665 11.935824619932424
uplus, min,max,mean 57.25282600918723 65.66413977129311 64.75515512433445
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0245
           1(D)        76853            736203  0.000125         0.0193
           2(D)          832              1264   0.00183       5.31e-05
         --------------------------------------------------------------
         Grid Complexity: 1.32842
         Operator Complexity: 1.45688
         Total Memory Usage: 0.0438557 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   1.407123e+02
              0             1.82349   3.728076e-02         0.0003
              1              1.8235   1.949381e-03         0.0523
         --------------------------------------------------------------
         Total Iterations: 2
         Avg Convergence Rate: 		         0.0037
         Final Residual: 		   1.949381e-03
         Total Reduction in Residual: 	   1.385367e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0257529
    setup: 0.0227217 s
    solve: 0.0030312 s
    solve(per iteration): 0.0015156 s
resid in solve_pyamgx: 1.95e-03
time solve_pyamgx: 3.01e-02
time k: 4.27e-02
modify_eps, ustar[-2,-2],[2,2] 0.610098117413003 0.5398086314976478
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0245
           1(D)        76761            735809  0.000125         0.0193
           2(D)          752              1100   0.00195        4.7e-05
         --------------------------------------------------------------
         Grid Complexity: 1.32769
         Operator Complexity: 1.45653
         Total Memory Usage: 0.0438349 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   1.675279e+04
              0             1.82349   1.023017e+01         0.0006
              1              1.8235   2.447799e-01         0.0239
         --------------------------------------------------------------
         Total Iterations: 2
         Avg Convergence Rate: 		         0.0038
         Final Residual: 		   2.447799e-01
         Total Reduction in Residual: 	   1.461129e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0258439
    setup: 0.0228604 s
    solve: 0.00298352 s
    solve(per iteration): 0.00149176 s
resid in solve_pyamgx: 2.45e-01
time solve_pyamgx: 3.01e-02
time eps: 3.72e-02

--time step:   0, iter:1, max residual:7.32e-07, u:4.64e-08, v:4.06e-08, w:4.34e-08, p:7.32e-07, k:1.19e-09, eps:1.17e-10, om:0.00e+00


monitor time step:   0, iter:1, u: 1.49e+01, v:-2.18e-01, w:-8.74e-01, p:-1.12e+02, k: 9.26e-01, eps: 1.13e+02, om: 1.00e+00


-- cfl_max_x: 3.70e-01, cfl_max_y: 2.74e-01, at i=  0, j= 74


No of points cfl_x > 1:  0, No of points cfl_y > 1:  0


--time step:  1.17e-03, iter:  1, umax: 2.96e+01, vismax: 3.18e+02, kmin: 1.62e-01, epsmin: 5.23e-01, ommin: 1.00e+00, fkmax: 3.63e+00

time one iteration: 1.80e-01
vismean_mean 1.5999999999999999e-16
modify_u, ustar[-2,-2],[2,2] 0.610098117413003 0.5398086314976478
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05         0.0237
           1(D)         4520             45490   0.00223         0.0012
           2(D)          889              3617   0.00458       0.000107
         --------------------------------------------------------------
         Grid Complexity: 1.02287
         Operator Complexity: 1.02986
         Total Memory Usage: 0.0250417 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   4.800734e+00
              0             1.82349   1.166377e-01         0.0243
              1              1.8235   3.143342e-03         0.0269
              2              1.8235   8.709183e-05         0.0277
         --------------------------------------------------------------
         Total Iterations: 3
         Avg Convergence Rate: 		         0.0263
         Final Residual: 		   8.709183e-05
         Total Reduction in Residual: 	   1.814136e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0171644
    setup: 0.0136482 s
    solve: 0.00351619 s
    solve(per iteration): 0.00117206 s
resid in solve_pyamgx: 8.71e-05
time solve_pyamgx: 2.15e-02
time u: 2.76e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   4.009957e+00
              0             1.82349   9.137167e-02         0.0228
              1              1.8235   2.370964e-03         0.0259
              2              1.8235   6.317728e-05         0.0266
         --------------------------------------------------------------
         Total Iterations: 3
         Avg Convergence Rate: 		         0.0251
         Final Residual: 		   6.317728e-05
         Total Reduction in Residual: 	   1.575510e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0171933
    setup: 0.0136482 s
    solve: 0.00354509 s
    solve(per iteration): 0.0011817 s
resid in solve_pyamgx: 6.32e-05
time solve_pyamgx: 3.98e-03
time v: 6.31e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   4.126646e+00
              0             1.82349   9.524282e-02         0.0231
              1              1.8235   2.516647e-03         0.0264
              2              1.8235   6.913885e-05         0.0275
         --------------------------------------------------------------
         Total Iterations: 3
         Avg Convergence Rate: 		         0.0256
         Final Residual: 		   6.913885e-05
         Total Reduction in Residual: 	   1.675425e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0171216
    setup: 0.0136482 s
    solve: 0.00347341 s
    solve(per iteration): 0.0011578 s
resid in solve_pyamgx: 6.91e-05
time solve_pyamgx: 3.89e-03
time w: 5.52e-03
area_out 3.2
flow_in 86.76586881112287 flow_out 86.7648903885508 area_out 3.2 flow_out_new 86.76586881112287 uinc: 0.00030575705377344775
xp.sum(su3d) 6.748934744393864e-12
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.071696e+01
              0             1.82349   4.284990e+01         0.8449
              1              1.8235   2.449531e+01         0.5717
              2              1.8235   1.210786e+01         0.4943
              3              1.8235   5.999119e+00         0.4955
              4              1.8235   3.155371e+00         0.5260
              5              1.8235   1.826138e+00         0.5787
              6              1.8235   1.084596e+00         0.5939
              7              1.8235   6.340491e-01         0.5846
              8              1.8235   3.703799e-01         0.5842
              9              1.8235   2.070677e-01         0.5591
             10              1.8235   1.391221e-01         0.6719
             11              1.8235   8.259547e-02         0.5937
             12              1.8235   4.759870e-02         0.5763
             13              1.8235   2.691518e-02         0.5655
             14              1.8235   1.479741e-02         0.5498
             15              1.8235   8.128900e-03         0.5493
             16              1.8235   4.302962e-03         0.5293
             17              1.8235   2.189818e-03         0.5089
         --------------------------------------------------------------
         Total Iterations: 18
         Avg Convergence Rate: 		         0.5722
         Final Residual: 		   2.189818e-03
         Total Reduction in Residual: 	   4.317724e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.185446
    setup: 0.138297 s
    solve: 0.0471495 s
    solve(per iteration): 0.00261942 s
resid in solve_px: 2.19e-03
time p: 5.50e-02
time Smag or Wale: 9.54e-07

comm_min_pans:  -4.15e+02, pk_max: 1.24e+02, u2prim_max: 7.33e-01, v2prim_max: 3.33e-01, w2prim_max: 7.33e-01
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.4706096671956887 0.6118268364365349 0.6077934922718642
yplus, min,max,mean 24.4630963785594 31.803806657699628 31.594146521272364
uplus, min,max,mean 23.97187332384664 31.153586158621085 24.381375127423194
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0245
           1(D)        76662            734880  0.000125         0.0193
           2(D)          824              1258   0.00185       5.27e-05
         --------------------------------------------------------------
         Grid Complexity: 1.32758
         Operator Complexity: 1.45605
         Total Memory Usage: 0.0438157 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   8.068792e+00
              0             1.82349   6.721155e-02         0.0083
              1              1.8235   3.054214e-03         0.0454
              2              1.8235   1.804037e-04         0.0591
         --------------------------------------------------------------
         Total Iterations: 3
         Avg Convergence Rate: 		         0.0282
         Final Residual: 		   1.804037e-04
         Total Reduction in Residual: 	   2.235820e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0271073
    setup: 0.0227676 s
    solve: 0.00433971 s
    solve(per iteration): 0.00144657 s
resid in solve_pyamgx: 1.80e-04
time solve_pyamgx: 3.14e-02
time k: 4.41e-02
modify_eps, ustar[-2,-2],[2,2] 0.6175030181598489 0.6044798818600245
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0245
           1(D)        76638            735142  0.000125         0.0193
           2(D)          698              1028   0.00211       4.38e-05
         --------------------------------------------------------------
         Grid Complexity: 1.32694
         Operator Complexity: 1.45607
         Total Memory Usage: 0.0438095 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   1.104674e+03
              0             1.82349   1.254034e+01         0.0114
              1              1.8235   2.187273e-01         0.0174
              2              1.8235   7.999668e-03         0.0366
         --------------------------------------------------------------
         Total Iterations: 3
         Avg Convergence Rate: 		         0.0193
         Final Residual: 		   7.999668e-03
         Total Reduction in Residual: 	   7.241658e-06
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0269693
    setup: 0.0226768 s
    solve: 0.00429251 s
    solve(per iteration): 0.00143084 s
resid in solve_pyamgx: 8.00e-03
time solve_pyamgx: 3.13e-02
time eps: 3.83e-02

--time step:   1, iter:0, max residual:4.27e-06, u:6.80e-08, v:4.94e-08, w:5.40e-08, p:4.27e-06, k:1.10e-10, eps:3.81e-12, om:0.00e+00


monitor time step:   1, iter:0, u: 1.50e+01, v:-3.62e-01, w:-1.70e+00, p:-1.21e+01, k: 1.23e+00, eps: 1.73e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  0, umax: 3.02e+01, vismax: 1.94e+02, kmin: 1.61e-01, epsmin: 5.19e-01, ommin: 1.00e+00, fkmax: 5.00e+00

time one iteration: 1.85e-01
modify_u, ustar[-2,-2],[2,2] 0.6175030181598489 0.6044798818600245
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 2
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05         0.0237
           1(D)         5452             62162   0.00209        0.00155
         --------------------------------------------------------------
         Grid Complexity: 1.02305
         Operator Complexity: 1.03779
         Total Memory Usage: 0.0253017 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.161218e+00
              0             1.82349   4.850051e-02         0.0224
              1              1.8235   1.459516e-03         0.0301
              2              1.8235   4.127797e-05         0.0283
         --------------------------------------------------------------
         Total Iterations: 3
         Avg Convergence Rate: 		         0.0267
         Final Residual: 		   4.127797e-05
         Total Reduction in Residual: 	   1.909940e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0165602
    setup: 0.0132568 s
    solve: 0.00330339 s
    solve(per iteration): 0.00110113 s
resid in solve_pyamgx: 4.13e-05
time solve_pyamgx: 2.10e-02
time u: 2.55e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.756857e+00
              0             1.82349   6.442876e-02         0.0234
              1              1.8235   1.677091e-03         0.0260
              2              1.8235   4.486367e-05         0.0268
         --------------------------------------------------------------
         Total Iterations: 3
         Avg Convergence Rate: 		         0.0253
         Final Residual: 		   4.486367e-05
         Total Reduction in Residual: 	   1.627349e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0164779
    setup: 0.0132568 s
    solve: 0.00322102 s
    solve(per iteration): 0.00107367 s
resid in solve_pyamgx: 4.49e-05
time solve_pyamgx: 3.63e-03
time v: 5.83e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.820125e+00
              0             1.82349   6.921562e-02         0.0245
              1              1.8235   1.843573e-03         0.0266
              2              1.8235   5.195579e-05         0.0282
         --------------------------------------------------------------
         Total Iterations: 3
         Avg Convergence Rate: 		         0.0264
         Final Residual: 		   5.195579e-05
         Total Reduction in Residual: 	   1.842322e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0165172
    setup: 0.0132568 s
    solve: 0.00326042 s
    solve(per iteration): 0.00108681 s
resid in solve_pyamgx: 5.20e-05
time solve_pyamgx: 3.73e-03
time w: 5.36e-03
area_out 3.2
flow_in 86.76586881112287 flow_out 86.76488055436818 area_out 3.2 flow_out_new 86.76586881112286 uinc: 0.0003088302358422723
xp.sum(su3d) 1.4682366433760308e-11
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   9.367906e+00
              0             1.82349   6.780470e+00         0.7238
              1              1.8235   3.192726e+00         0.4709
              2              1.8235   1.565326e+00         0.4903
              3              1.8235   7.553085e-01         0.4825
              4              1.8235   3.732253e-01         0.4941
              5              1.8235   1.925482e-01         0.5159
              6              1.8235   1.050578e-01         0.5456
              7              1.8235   5.934788e-02         0.5649
              8              1.8235   3.507098e-02         0.5909
              9              1.8235   2.015833e-02         0.5748
             10              1.8235   1.404305e-02         0.6966
             11              1.8235   8.676724e-03         0.6179
             12              1.8235   4.973236e-03         0.5732
             13              1.8235   2.751377e-03         0.5532
             14              1.8235   1.431774e-03         0.5204
             15              1.8235   7.331686e-04         0.5121
             16              1.8235   3.738762e-04         0.5099
         --------------------------------------------------------------
         Total Iterations: 17
         Avg Convergence Rate: 		         0.5511
         Final Residual: 		   3.738762e-04
         Total Reduction in Residual: 	   3.991033e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.182892
    setup: 0.138297 s
    solve: 0.0445948 s
    solve(per iteration): 0.00262322 s
resid in solve_px: 3.74e-04
time p: 5.26e-02
time Smag or Wale: 1.19e-06

comm_min_pans:  -4.40e+02, pk_max: 2.33e+02, u2prim_max: 7.33e-01, v2prim_max: 3.33e-01, w2prim_max: 7.33e-01
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.28399877256803047 0.6212606219788567 0.616764166159348
yplus, min,max,mean 14.762742521044302 32.2941909847188 32.060457511435025
uplus, min,max,mean 23.39965175102457 52.10359205361809 24.03028710053549
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0244
           1(D)        75282            729102  0.000129         0.0191
           2(D)          778              1174   0.00194       4.94e-05
         --------------------------------------------------------------
         Grid Complexity: 1.32155
         Operator Complexity: 1.45242
         Total Memory Usage: 0.0436107 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.383331e+00
              0             1.82349   8.584451e-03         0.0036
              1              1.8235   6.095483e-04         0.0710
              2              1.8235   5.272263e-05         0.0865
         --------------------------------------------------------------
         Total Iterations: 3
         Avg Convergence Rate: 		         0.0281
         Final Residual: 		   5.272263e-05
         Total Reduction in Residual: 	   2.212141e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0269172
    setup: 0.0226181 s
    solve: 0.00429914 s
    solve(per iteration): 0.00143305 s
resid in solve_pyamgx: 5.27e-05
time solve_pyamgx: 3.13e-02
time k: 4.39e-02
modify_eps, ustar[-2,-2],[2,2] 0.6196742170669174 0.6140071938889333
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0244
           1(D)        75356            730224  0.000129         0.0191
           2(D)          722              1068   0.00205       4.54e-05
         --------------------------------------------------------------
         Grid Complexity: 1.32162
         Operator Complexity: 1.45305
         Total Memory Usage: 0.0436347 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.166978e+02
              0             1.82349   5.056495e+00         0.0160
              1              1.8235   1.348765e-01         0.0267
              2              1.8235   7.471933e-03         0.0554
         --------------------------------------------------------------
         Total Iterations: 3
         Avg Convergence Rate: 		         0.0287
         Final Residual: 		   7.471933e-03
         Total Reduction in Residual: 	   2.359326e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0269231
    setup: 0.0226613 s
    solve: 0.00426186 s
    solve(per iteration): 0.00142062 s
resid in solve_pyamgx: 7.47e-03
time solve_pyamgx: 3.12e-02
time eps: 3.82e-02

--time step:   1, iter:1, max residual:6.02e-07, u:3.22e-08, v:3.50e-08, w:4.06e-08, p:6.02e-07, k:3.22e-11, eps:3.56e-12, om:0.00e+00


monitor time step:   1, iter:1, u: 1.51e+01, v:-3.23e-01, w:-1.33e+00, p:-3.95e+00, k: 1.28e+00, eps: 1.82e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  1, umax: 3.01e+01, vismax: 2.23e+02, kmin: 1.61e-01, epsmin: 5.19e-01, ommin: 1.00e+00, fkmax: 4.50e+00

time one iteration: 1.79e-01
vismean_mean 7.999999999999999e-17
modify_u, ustar[-2,-2],[2,2] 0.6196742170669174 0.6140071938889333
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 2
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05         0.0238
           1(D)         6541             81557   0.00191        0.00202
         --------------------------------------------------------------
         Grid Complexity: 1.02765
         Operator Complexity: 1.04959
         Total Memory Usage: 0.0257839 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.577239e+00
              0             1.82349   6.612248e-02         0.0257
              1              1.8235   2.160078e-03         0.0327
              2              1.8235   1.663498e-04         0.0770
              3              1.8235   1.204411e-05         0.0724
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0465
         Final Residual: 		   1.204411e-05
         Total Reduction in Residual: 	   4.673263e-06
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.017208
    setup: 0.0129556 s
    solve: 0.00425232 s
    solve(per iteration): 0.00106308 s
resid in solve_pyamgx: 1.20e-05
time solve_pyamgx: 2.16e-02
time u: 2.77e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.118534e+00
              0             1.82349   4.923184e-02         0.0232
              1              1.8235   1.341105e-03         0.0272
              2              1.8235   4.739096e-05         0.0353
         --------------------------------------------------------------
         Total Iterations: 3
         Avg Convergence Rate: 		         0.0282
         Final Residual: 		   4.739096e-05
         Total Reduction in Residual: 	   2.236970e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.016214
    setup: 0.0129556 s
    solve: 0.00325837 s
    solve(per iteration): 0.00108612 s
resid in solve_pyamgx: 4.74e-05
time solve_pyamgx: 3.68e-03
time v: 6.00e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.134888e+00
              0             1.82349   4.866399e-02         0.0228
              1              1.8235   1.521091e-03         0.0313
              2              1.8235   1.099235e-04         0.0723
              3              1.8235   7.548178e-06         0.0687
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0434
         Final Residual: 		   7.548178e-06
         Total Reduction in Residual: 	   3.535632e-06
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0172537
    setup: 0.0129556 s
    solve: 0.00429808 s
    solve(per iteration): 0.00107452 s
resid in solve_pyamgx: 7.55e-06
time solve_pyamgx: 4.72e-03
time w: 6.34e-03
area_out 3.2
flow_in 86.7658688111229 flow_out 86.7642847006726 area_out 3.2 flow_out_new 86.7658688111229 uinc: 0.0004950345157173075
xp.sum(su3d) -8.629763570411342e-12
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.380587e+01
              0             1.82349   1.757471e+01         0.7383
              1              1.8235   8.728974e+00         0.4967
              2              1.8235   4.264539e+00         0.4885
              3              1.8235   2.072260e+00         0.4859
              4              1.8235   1.030621e+00         0.4973
              5              1.8235   5.350227e-01         0.5191
              6              1.8235   2.994739e-01         0.5597
              7              1.8235   1.710512e-01         0.5712
              8              1.8235   1.001767e-01         0.5857
              9              1.8235   5.700824e-02         0.5691
             10              1.8235   3.945317e-02         0.6921
             11              1.8235   2.430928e-02         0.6162
             12              1.8235   1.401104e-02         0.5764
             13              1.8235   7.842761e-03         0.5598
             14              1.8235   4.119207e-03         0.5252
             15              1.8235   2.140847e-03         0.5197
             16              1.8235   1.096646e-03         0.5122
         --------------------------------------------------------------
         Total Iterations: 17
         Avg Convergence Rate: 		         0.5558
         Final Residual: 		   1.096646e-03
         Total Reduction in Residual: 	   4.606620e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.182618
    setup: 0.138297 s
    solve: 0.0443206 s
    solve(per iteration): 0.00260709 s
resid in solve_px: 1.10e-03
time p: 5.23e-02
time Smag or Wale: 9.54e-07

comm_min_pans:  -5.27e+02, pk_max: 3.05e+02, u2prim_max: 1.20e+00, v2prim_max: 4.69e-01, w2prim_max: 1.07e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.45384004078509793 0.6247813321449761 0.6193068458903016
yplus, min,max,mean 23.591382481224326 32.477203528060684 32.19263035796574
uplus, min,max,mean 22.668856946724897 32.72354659192518 23.85772333964356
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0245
           1(D)        76770            736124  0.000125         0.0193
           2(D)          904              1436   0.00176       5.91e-05
         --------------------------------------------------------------
         Grid Complexity: 1.32837
         Operator Complexity: 1.45694
         Total Memory Usage: 0.0438567 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   1.711295e+00
              0             1.82349   6.417662e-02         0.0375
              1              1.8235   3.415908e-03         0.0532
              2              1.8235   3.041712e-04         0.0890
              3              1.8235   3.421903e-05         0.1125
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0669
         Final Residual: 		   3.421903e-05
         Total Reduction in Residual: 	   1.999599e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0281805
    setup: 0.0225832 s
    solve: 0.00559734 s
    solve(per iteration): 0.00139934 s
resid in solve_pyamgx: 3.42e-05
time solve_pyamgx: 3.27e-02
time k: 4.54e-02
modify_eps, ustar[-2,-2],[2,2] 0.6199416756625369 0.6152248797486355
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0245
           1(D)        76794            737194  0.000125         0.0193
           2(D)          758              1078   0.00188       4.67e-05
         --------------------------------------------------------------
         Grid Complexity: 1.32785
         Operator Complexity: 1.45738
         Total Memory Usage: 0.0438673 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   1.660762e+02
              0             1.82349   7.053182e+00         0.0425
              1              1.8235   1.747891e-01         0.0248
              2              1.8235   9.663226e-03         0.0553
              3              1.8235   9.350252e-04         0.0968
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0487
         Final Residual: 		   9.350252e-04
         Total Reduction in Residual: 	   5.630099e-06
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0283218
    setup: 0.0226452 s
    solve: 0.00567661 s
    solve(per iteration): 0.00141915 s
resid in solve_pyamgx: 9.35e-04
time solve_pyamgx: 3.26e-02
time eps: 3.99e-02

--time step:   2, iter:0, max residual:1.79e-06, u:9.41e-09, v:3.70e-08, w:5.90e-09, p:1.79e-06, k:2.09e-11, eps:4.46e-13, om:0.00e+00


monitor time step:   2, iter:0, u: 1.52e+01, v:-3.82e-01, w:-1.70e+00, p: 1.45e+01, k: 1.29e+00, eps: 1.86e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  0, umax: 3.06e+01, vismax: 2.26e+02, kmin: 1.60e-01, epsmin: 5.16e-01, ommin: 1.00e+00, fkmax: 4.76e+00

time one iteration: 1.86e-01
modify_u, ustar[-2,-2],[2,2] 0.6199416756625369 0.6152248797486355
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 2
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05         0.0238
           1(D)         5532             62680   0.00205        0.00157
         --------------------------------------------------------------
         Grid Complexity: 1.02339
         Operator Complexity: 1.03811
         Total Memory Usage: 0.0253169 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   8.917466e-01
              0             1.82349   2.733276e-02         0.0307
              1              1.8235   8.016541e-04         0.0293
              2              1.8235   2.589368e-05         0.0323
         --------------------------------------------------------------
         Total Iterations: 3
         Avg Convergence Rate: 		         0.0307
         Final Residual: 		   2.589368e-05
         Total Reduction in Residual: 	   2.903704e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0159586
    setup: 0.0127002 s
    solve: 0.00325837 s
    solve(per iteration): 0.00108612 s
resid in solve_pyamgx: 2.59e-05
time solve_pyamgx: 2.03e-02
time u: 2.49e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   7.262712e-01
              0             1.82349   1.760350e-02         0.0242
              1              1.8235   5.450291e-04         0.0310
              2              1.8235   3.716982e-05         0.0682
              3              1.8235   2.954374e-06         0.0795
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0449
         Final Residual: 		   2.954374e-06
         Total Reduction in Residual: 	   4.067866e-06
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0169718
    setup: 0.0127002 s
    solve: 0.00427155 s
    solve(per iteration): 0.00106789 s
resid in solve_pyamgx: 2.95e-06
time solve_pyamgx: 4.69e-03
time v: 6.94e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   8.678090e-01
              0             1.82349   2.097854e-02         0.0242
              1              1.8235   6.648390e-04         0.0317
              2              1.8235   4.770569e-05         0.0718
              3              1.8235   3.603734e-06         0.0755
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0451
         Final Residual: 		   3.603734e-06
         Total Reduction in Residual: 	   4.152681e-06
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0169577
    setup: 0.0127002 s
    solve: 0.0042575 s
    solve(per iteration): 0.00106438 s
resid in solve_pyamgx: 3.60e-06
time solve_pyamgx: 4.71e-03
time w: 6.38e-03
area_out 3.2
flow_in 86.7658688111229 flow_out 86.76430282610713 area_out 3.2 flow_out_new 86.76586881112293 uinc: 0.0004893703174291275
xp.sum(su3d) -2.5438762207841137e-11
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   4.045727e+00
              0             1.82349   2.583395e+00         0.6385
              1              1.8235   1.094438e+00         0.4236
              2              1.8235   5.197049e-01         0.4749
              3              1.8235   2.499486e-01         0.4809
              4              1.8235   1.214689e-01         0.4860
              5              1.8235   5.944284e-02         0.4894
              6              1.8235   3.043437e-02         0.5120
              7              1.8235   1.574404e-02         0.5173
              8              1.8235   8.289685e-03         0.5265
              9              1.8235   4.399279e-03         0.5307
             10              1.8235   2.911993e-03         0.6619
             11              1.8235   1.694844e-03         0.5820
             12              1.8235   8.803620e-04         0.5194
             13              1.8235   4.516356e-04         0.5130
             14              1.8235   2.308266e-04         0.5111
             15              1.8235   1.173034e-04         0.5082
         --------------------------------------------------------------
         Total Iterations: 16
         Avg Convergence Rate: 		         0.5205
         Final Residual: 		   1.173034e-04
         Total Reduction in Residual: 	   2.899440e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.179894
    setup: 0.138297 s
    solve: 0.0415967 s
    solve(per iteration): 0.00259979 s
resid in solve_px: 1.17e-04
time p: 4.92e-02
time Smag or Wale: 9.54e-07

comm_min_pans:  -5.39e+02, pk_max: 4.30e+02, u2prim_max: 1.20e+00, v2prim_max: 4.69e-01, w2prim_max: 1.07e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.226158682789403 0.6291292631319638 0.6195305337110496
yplus, min,max,mean 11.756115608276847 32.70321642621429 32.204258033933975
uplus, min,max,mean 23.07769084903819 66.03429311456581 23.857257922432208
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0244
           1(D)        75183            728187  0.000129         0.0191
           2(D)          815              1211   0.00182       5.14e-05
         --------------------------------------------------------------
         Grid Complexity: 1.32128
         Operator Complexity: 1.45188
         Total Memory Usage: 0.0435875 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.077506e+00
              0             1.82349   7.958297e-03         0.0026
              1              1.8235   6.249014e-04         0.0785
              2              1.8235   7.804775e-05         0.1249
         --------------------------------------------------------------
         Total Iterations: 3
         Avg Convergence Rate: 		         0.0294
         Final Residual: 		   7.804775e-05
         Total Reduction in Residual: 	   2.536072e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0274341
    setup: 0.0231381 s
    solve: 0.00429603 s
    solve(per iteration): 0.00143201 s
resid in solve_pyamgx: 7.80e-05
time solve_pyamgx: 3.18e-02
time k: 4.44e-02
modify_eps, ustar[-2,-2],[2,2] 0.6200178235542166 0.6159789734503793
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0244
           1(D)        75281            729665  0.000129         0.0191
           2(D)          809              1241    0.0019       5.19e-05
         --------------------------------------------------------------
         Grid Complexity: 1.32167
         Operator Complexity: 1.45281
         Total Memory Usage: 0.0436261 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.121459e+02
              0             1.82349   2.806348e+00         0.0090
              1              1.8235   8.601598e-02         0.0307
              2              1.8235   6.716433e-03         0.0781
         --------------------------------------------------------------
         Total Iterations: 3
         Avg Convergence Rate: 		         0.0278
         Final Residual: 		   6.716433e-03
         Total Reduction in Residual: 	   2.151697e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0269326
    setup: 0.0226462 s
    solve: 0.00428646 s
    solve(per iteration): 0.00142882 s
resid in solve_pyamgx: 6.72e-03
time solve_pyamgx: 3.12e-02
time eps: 3.82e-02

--time step:   2, iter:1, max residual:2.13e-07, u:2.02e-08, v:2.31e-09, w:2.82e-09, p:2.13e-07, k:4.76e-11, eps:3.20e-12, om:0.00e+00


monitor time step:   2, iter:1, u: 1.53e+01, v:-3.94e-01, w:-1.52e+00, p: 1.59e+01, k: 1.30e+00, eps: 1.88e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  1, umax: 3.05e+01, vismax: 2.74e+02, kmin: 1.60e-01, epsmin: 5.16e-01, ommin: 1.00e+00, fkmax: 4.73e+00

time one iteration: 1.78e-01
vismean_mean 5.3333333333333327e-17
modify_u, ustar[-2,-2],[2,2] 0.6200178235542166 0.6159789734503793
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 2
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05         0.0238
           1(D)         6622             82210   0.00187        0.00203
         --------------------------------------------------------------
         Grid Complexity: 1.02799
         Operator Complexity: 1.04998
         Total Memory Usage: 0.0258021 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   1.678661e+00
              0             1.82349   4.188024e-02         0.0249
              1              1.8235   2.044390e-03         0.0488
              2              1.8235   2.235195e-04         0.1093
              3              1.8235   2.115244e-05         0.0946
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0596
         Final Residual: 		   2.115244e-05
         Total Reduction in Residual: 	   1.260078e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0171085
    setup: 0.0128553 s
    solve: 0.00425318 s
    solve(per iteration): 0.0010633 s
resid in solve_pyamgx: 2.12e-05
time solve_pyamgx: 2.15e-02
time u: 2.75e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   1.969766e+00
              0             1.82349   5.085764e-02         0.0258
              1              1.8235   1.442977e-03         0.0284
              2              1.8235   7.074023e-05         0.0490
         --------------------------------------------------------------
         Total Iterations: 3
         Avg Convergence Rate: 		         0.0330
         Final Residual: 		   7.074023e-05
         Total Reduction in Residual: 	   3.591302e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0161284
    setup: 0.0128553 s
    solve: 0.00327315 s
    solve(per iteration): 0.00109105 s
resid in solve_pyamgx: 7.07e-05
time solve_pyamgx: 3.73e-03
time v: 6.06e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.084158e+00
              0             1.82349   5.327773e-02         0.0256
              1              1.8235   1.899189e-03         0.0356
              2              1.8235   1.950355e-04         0.1027
              3              1.8235   1.758859e-05         0.0902
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0539
         Final Residual: 		   1.758859e-05
         Total Reduction in Residual: 	   8.439180e-06
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0171028
    setup: 0.0128553 s
    solve: 0.00424755 s
    solve(per iteration): 0.00106189 s
resid in solve_pyamgx: 1.76e-05
time solve_pyamgx: 4.70e-03
time w: 6.33e-03
area_out 3.2
flow_in 86.76586881112287 flow_out 86.76424272951452 area_out 3.2 flow_out_new 86.76586881112286 uinc: 0.0005081505026094391
xp.sum(su3d) 1.4954482097095934e-11
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   6.816512e+00
              0             1.82349   4.297778e+00         0.6305
              1              1.8235   2.051121e+00         0.4773
              2              1.8235   9.962082e-01         0.4857
              3              1.8235   5.078179e-01         0.5098
              4              1.8235   2.592602e-01         0.5105
              5              1.8235   1.330233e-01         0.5131
              6              1.8235   6.954042e-02         0.5228
              7              1.8235   3.787709e-02         0.5447
              8              1.8235   2.169384e-02         0.5727
              9              1.8235   1.273492e-02         0.5870
             10              1.8235   9.076189e-03         0.7127
             11              1.8235   5.616025e-03         0.6188
             12              1.8235   3.146118e-03         0.5602
             13              1.8235   1.633515e-03         0.5192
             14              1.8235   8.252795e-04         0.5052
             15              1.8235   4.213269e-04         0.5105
             16              1.8235   2.200824e-04         0.5224
         --------------------------------------------------------------
         Total Iterations: 17
         Avg Convergence Rate: 		         0.5443
         Final Residual: 		   2.200824e-04
         Total Reduction in Residual: 	   3.228666e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.182699
    setup: 0.138297 s
    solve: 0.0444023 s
    solve(per iteration): 0.0026119 s
resid in solve_px: 2.20e-04
time p: 5.24e-02
time Smag or Wale: 1.19e-06

comm_min_pans:  -6.14e+02, pk_max: 5.30e+02, u2prim_max: 1.65e+00, v2prim_max: 6.09e-01, w2prim_max: 1.42e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5483013263048602 0.6305722724564321 0.6197687973935676
yplus, min,max,mean 28.501641859197704 32.778226521926904 32.21664338815689
uplus, min,max,mean 22.546762430254454 28.221239799507448 23.777490118169528
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0244
           1(D)        75243            729577  0.000129         0.0191
           2(D)          807              1233   0.00189       5.16e-05
         --------------------------------------------------------------
         Grid Complexity: 1.3215
         Operator Complexity: 1.45275
         Total Memory Usage: 0.0436219 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   1.242705e+00
              0             1.82349   5.971614e-02         0.0481
              1              1.8235   3.531194e-03         0.0591
              2              1.8235   4.038812e-04         0.1144
              3              1.8235   5.310670e-05         0.1315
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0809
         Final Residual: 		   5.310670e-05
         Total Reduction in Residual: 	   4.273476e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0284472
    setup: 0.0228241 s
    solve: 0.00562314 s
    solve(per iteration): 0.00140578 s
resid in solve_pyamgx: 5.31e-05
time solve_pyamgx: 3.28e-02
time k: 4.55e-02
modify_eps, ustar[-2,-2],[2,2] 0.619618805854034 0.6153782123435273
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0244
           1(D)        75232            729016  0.000129         0.0191
           2(D)          703              1003   0.00203       4.34e-05
         --------------------------------------------------------------
         Grid Complexity: 1.32102
         Operator Complexity: 1.45226
         Total Memory Usage: 0.043599 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   1.486952e+02
              0             1.82349   5.227026e+00         0.0352
              1              1.8235   1.606954e-01         0.0307
              2              1.8235   1.639219e-02         0.1020
              3              1.8235   2.390227e-03         0.1458
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0633
         Final Residual: 		   2.390227e-03
         Total Reduction in Residual: 	   1.607468e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0282976
    setup: 0.0226463 s
    solve: 0.0056513 s
    solve(per iteration): 0.00141282 s
resid in solve_pyamgx: 2.39e-03
time solve_pyamgx: 3.27e-02
time eps: 3.98e-02

--time step:   3, iter:0, max residual:4.10e-07, u:1.65e-08, v:5.53e-08, w:1.37e-08, p:4.10e-07, k:3.24e-11, eps:1.14e-12, om:0.00e+00


monitor time step:   3, iter:0, u: 1.55e+01, v:-4.26e-01, w:-1.66e+00, p: 1.19e+01, k: 1.31e+00, eps: 1.90e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  0, umax: 3.08e+01, vismax: 2.30e+02, kmin: 1.59e-01, epsmin: 5.12e-01, ommin: 1.00e+00, fkmax: 4.71e+00

time one iteration: 1.86e-01
modify_u, ustar[-2,-2],[2,2] 0.619618805854034 0.6153782123435273
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 2
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05         0.0238
           1(D)         6600             82136   0.00189        0.00203
         --------------------------------------------------------------
         Grid Complexity: 1.0279
         Operator Complexity: 1.04994
         Total Memory Usage: 0.0257995 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   1.946216e-01
              0             1.82349   6.891407e-03         0.0354
              1              1.8235   1.777867e-04         0.0258
              2              1.8235   1.258712e-05         0.0708
              3              1.8235   1.441991e-06         0.1146
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0522
         Final Residual: 		   1.441991e-06
         Total Reduction in Residual: 	   7.409203e-06
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0171138
    setup: 0.0128396 s
    solve: 0.00427418 s
    solve(per iteration): 0.00106854 s
resid in solve_pyamgx: 1.44e-06
time solve_pyamgx: 2.16e-02
time u: 2.61e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   1.639609e-01
              0             1.82349   4.843275e-03         0.0295
              1              1.8235   1.833137e-04         0.0378
              2              1.8235   2.006885e-05         0.1095
              3              1.8235   1.687901e-06         0.0841
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0566
         Final Residual: 		   1.687901e-06
         Total Reduction in Residual: 	   1.029454e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0170772
    setup: 0.0128396 s
    solve: 0.0042376 s
    solve(per iteration): 0.0010594 s
resid in solve_pyamgx: 1.69e-06
time solve_pyamgx: 4.69e-03
time v: 6.95e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   1.897009e-01
              0             1.82349   5.928514e-03         0.0313
              1              1.8235   2.388910e-04         0.0403
              2              1.8235   2.759973e-05         0.1155
              3              1.8235   2.841535e-06         0.1030
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0622
         Final Residual: 		   2.841535e-06
         Total Reduction in Residual: 	   1.497903e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0171282
    setup: 0.0128396 s
    solve: 0.00428858 s
    solve(per iteration): 0.00107214 s
resid in solve_pyamgx: 2.84e-06
time solve_pyamgx: 4.79e-03
time w: 6.51e-03
area_out 3.2
flow_in 86.76586881112287 flow_out 86.76423935305306 area_out 3.2 flow_out_new 86.76586881112287 uinc: 0.0005092056468170014
xp.sum(su3d) 3.737898879307977e-12
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   8.144197e-01
              0             1.82349   5.008610e-01         0.6150
              1              1.8235   2.463928e-01         0.4919
              2              1.8235   1.236533e-01         0.5019
              3              1.8235   6.167129e-02         0.4987
              4              1.8235   3.049091e-02         0.4944
              5              1.8235   1.495554e-02         0.4905
              6              1.8235   7.534357e-03         0.5038
              7              1.8235   3.947195e-03         0.5239
              8              1.8235   2.097716e-03         0.5314
              9              1.8235   1.075328e-03         0.5126
             10              1.8235   7.018327e-04         0.6527
             11              1.8235   4.046291e-04         0.5765
             12              1.8235   2.210616e-04         0.5463
             13              1.8235   1.161460e-04         0.5254
             14              1.8235   6.280452e-05         0.5407
             15              1.8235   3.315602e-05         0.5279
         --------------------------------------------------------------
         Total Iterations: 16
         Avg Convergence Rate: 		         0.5316
         Final Residual: 		   3.315602e-05
         Total Reduction in Residual: 	   4.071123e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.179871
    setup: 0.138297 s
    solve: 0.0415745 s
    solve(per iteration): 0.0025984 s
resid in solve_px: 3.32e-05
time p: 4.93e-02
time Smag or Wale: 7.15e-07

comm_min_pans:  -6.28e+02, pk_max: 6.53e+02, u2prim_max: 1.65e+00, v2prim_max: 6.09e-01, w2prim_max: 1.42e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5477344842751313 0.6963671371307903 0.6193874512572725
yplus, min,max,mean 28.472176439825198 36.198356255627886 32.19682036297049
uplus, min,max,mean 22.820259833761767 27.19152567143344 23.791316274637335
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0244
           1(D)        74612            725466   0.00013          0.019
           2(D)          837              1269   0.00181       5.33e-05
         --------------------------------------------------------------
         Grid Complexity: 1.31896
         Operator Complexity: 1.45023
         Total Memory Usage: 0.0434992 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.207954e-01
              0             1.82349   7.196003e-03         0.0224
              1              1.8235   6.722842e-04         0.0934
              2              1.8235   9.889839e-05         0.1471
              3              1.8235   1.512985e-05         0.1530
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0829
         Final Residual: 		   1.512985e-05
         Total Reduction in Residual: 	   4.716355e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0283607
    setup: 0.0227185 s
    solve: 0.00564224 s
    solve(per iteration): 0.00141056 s
resid in solve_pyamgx: 1.51e-05
time solve_pyamgx: 3.28e-02
time k: 4.55e-02
modify_eps, ustar[-2,-2],[2,2] 0.619487727172141 0.6151551716497565
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0244
           1(D)        74716            725954   0.00013          0.019
           2(D)          722              1062   0.00204       4.53e-05
         --------------------------------------------------------------
         Grid Complexity: 1.31892
         Operator Complexity: 1.4504
         Total Memory Usage: 0.0435058 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.466256e+01
              0             1.82349   1.514334e+00         0.0437
              1              1.8235   5.820038e-02         0.0384
              2              1.8235   6.387423e-03         0.1097
              3              1.8235   1.023585e-03         0.1603
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0737
         Final Residual: 		   1.023585e-03
         Total Reduction in Residual: 	   2.952999e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0282887
    setup: 0.0226935 s
    solve: 0.00559514 s
    solve(per iteration): 0.00139878 s
resid in solve_pyamgx: 1.02e-03
time solve_pyamgx: 3.27e-02
time eps: 3.97e-02

--time step:   3, iter:1, max residual:5.52e-08, u:1.13e-09, v:1.32e-09, w:2.22e-09, p:5.52e-08, k:9.23e-12, eps:4.88e-13, om:0.00e+00


monitor time step:   3, iter:1, u: 1.55e+01, v:-4.29e-01, w:-1.60e+00, p: 1.16e+01, k: 1.31e+00, eps: 1.90e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  1, umax: 3.08e+01, vismax: 3.00e+02, kmin: 1.59e-01, epsmin: 5.12e-01, ommin: 1.00e+00, fkmax: 4.71e+00

time one iteration: 1.82e-01
vismean_mean 3.9999999999999997e-17
modify_u, ustar[-2,-2],[2,2] 0.619487727172141 0.6151551716497565
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05         0.0238
           1(D)         7574             97802    0.0017        0.00247
           2(D)           20                24      0.06       1.15e-06
         --------------------------------------------------------------
         Grid Complexity: 1.0321
         Operator Complexity: 1.05948
         Total Memory Usage: 0.0262511 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   1.583011e+00
              0             1.82349   4.015407e-02         0.0254
              1              1.8235   2.313949e-03         0.0576
              2              1.8235   2.601685e-04         0.1124
              3              1.8235   3.001955e-05         0.1154
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0660
         Final Residual: 		   3.001955e-05
         Total Reduction in Residual: 	   1.896357e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0189949
    setup: 0.0143278 s
    solve: 0.0046671 s
    solve(per iteration): 0.00116678 s
resid in solve_pyamgx: 3.00e-05
time solve_pyamgx: 2.34e-02
time u: 2.96e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   1.777665e+00
              0             1.82349   4.917130e-02         0.0277
              1              1.8235   1.494384e-03         0.0304
              2              1.8235   1.117711e-04         0.0748
              3              1.8235   1.166266e-05         0.1043
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0506
         Final Residual: 		   1.166266e-05
         Total Reduction in Residual: 	   6.560664e-06
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.018946
    setup: 0.0143278 s
    solve: 0.00461824 s
    solve(per iteration): 0.00115456 s
resid in solve_pyamgx: 1.17e-05
time solve_pyamgx: 5.04e-03
time v: 7.33e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   1.879643e+00
              0             1.82349   5.191055e-02         0.0276
              1              1.8235   2.060664e-03         0.0397
              2              1.8235   2.411862e-04         0.1170
              3              1.8235   2.477974e-05         0.1027
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0603
         Final Residual: 		   2.477974e-05
         Total Reduction in Residual: 	   1.318321e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0189596
    setup: 0.0143278 s
    solve: 0.00463184 s
    solve(per iteration): 0.00115796 s
resid in solve_pyamgx: 2.48e-05
time solve_pyamgx: 5.14e-03
time w: 6.80e-03
area_out 3.2
flow_in 86.76586881112289 flow_out 86.76423143150835 area_out 3.2 flow_out_new 86.76586881112287 uinc: 0.0005116811295424739
xp.sum(su3d) -1.4337420140009272e-12
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.955140e+00
              0             1.82349   2.610483e+00         0.6600
              1              1.8235   1.327670e+00         0.5086
              2              1.8235   6.670959e-01         0.5025
              3              1.8235   3.331197e-01         0.4994
              4              1.8235   1.661022e-01         0.4986
              5              1.8235   8.298312e-02         0.4996
              6              1.8235   4.237773e-02         0.5107
              7              1.8235   2.204269e-02         0.5201
              8              1.8235   1.154380e-02         0.5237
              9              1.8235   5.896865e-03         0.5108
             10              1.8235   3.888280e-03         0.6594
             11              1.8235   2.326548e-03         0.5983
             12              1.8235   1.303269e-03         0.5602
             13              1.8235   7.165221e-04         0.5498
             14              1.8235   3.982947e-04         0.5559
             15              1.8235   2.119852e-04         0.5322
             16              1.8235   1.157497e-04         0.5460
         --------------------------------------------------------------
         Total Iterations: 17
         Avg Convergence Rate: 		         0.5411
         Final Residual: 		   1.157497e-04
         Total Reduction in Residual: 	   2.926564e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.182571
    setup: 0.138297 s
    solve: 0.0442737 s
    solve(per iteration): 0.00260433 s
resid in solve_px: 1.16e-04
time p: 5.23e-02
time Smag or Wale: 1.19e-06

comm_min_pans:  -6.89e+02, pk_max: 7.64e+02, u2prim_max: 2.10e+00, v2prim_max: 7.52e-01, w2prim_max: 1.80e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.547533994524921 0.7072062716118438 0.6192638406082235
yplus, min,max,mean 28.461754639288177 36.761793027018975 32.19039486976055
uplus, min,max,mean 22.551656574984367 27.80589883934798 23.740727495037714
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0244
           1(D)        75291            730611  0.000129         0.0192
           2(D)         1051              1859   0.00168       7.29e-05
         --------------------------------------------------------------
         Grid Complexity: 1.32274
         Operator Complexity: 1.45378
         Total Memory Usage: 0.0436724 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   1.273971e+00
              0             1.82349   5.598533e-02         0.0439
              1              1.8235   3.672268e-03         0.0656
              2              1.8235   5.387173e-04         0.1467
              3              1.8235   8.297637e-05         0.1540
              4              1.8235   1.421400e-05         0.1713
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1022
         Final Residual: 		   1.421400e-05
         Total Reduction in Residual: 	   1.115724e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0296972
    setup: 0.0227211 s
    solve: 0.00697606 s
    solve(per iteration): 0.00139521 s
resid in solve_pyamgx: 1.42e-05
time solve_pyamgx: 3.41e-02
time k: 4.70e-02
modify_eps, ustar[-2,-2],[2,2] 0.6190498476193907 0.6141889502731918
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0244
           1(D)        75101            729137  0.000129         0.0191
           2(D)          826              1250   0.00183       5.26e-05
         --------------------------------------------------------------
         Grid Complexity: 1.32098
         Operator Complexity: 1.45249
         Total Memory Usage: 0.0436058 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   1.360556e+02
              0             1.82349   3.770479e+00         0.0277
              1              1.8235   1.613414e-01         0.0428
              2              1.8235   2.369087e-02         0.1468
              3              1.8235   3.541400e-03         0.1495
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0714
         Final Residual: 		   3.541400e-03
         Total Reduction in Residual: 	   2.602906e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0281623
    setup: 0.0225243 s
    solve: 0.00563802 s
    solve(per iteration): 0.0014095 s
resid in solve_pyamgx: 3.54e-03
time solve_pyamgx: 3.25e-02
time eps: 3.95e-02

--time step:   4, iter:0, max residual:2.06e-07, u:2.35e-08, v:9.11e-09, w:1.94e-08, p:2.06e-07, k:8.68e-12, eps:1.69e-12, om:0.00e+00


monitor time step:   4, iter:0, u: 1.57e+01, v:-4.26e-01, w:-1.64e+00, p: 9.71e+00, k: 1.32e+00, eps: 1.91e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  0, umax: 3.09e+01, vismax: 2.82e+02, kmin: 1.59e-01, epsmin: 5.09e-01, ommin: 1.00e+00, fkmax: 4.49e+00

time one iteration: 1.90e-01
modify_u, ustar[-2,-2],[2,2] 0.6190498476193907 0.6141889502731918
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 2
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05         0.0238
           1(D)         6677             82591   0.00185        0.00205
         --------------------------------------------------------------
         Grid Complexity: 1.02823
         Operator Complexity: 1.05022
         Total Memory Usage: 0.0258131 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   1.123817e-01
              0             1.82349   3.798046e-03         0.0338
              1              1.8235   1.471691e-04         0.0387
              2              1.8235   1.759328e-05         0.1195
              3              1.8235   1.927972e-06         0.1096
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0644
         Final Residual: 		   1.927972e-06
         Total Reduction in Residual: 	   1.715557e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0171556
    setup: 0.0128983 s
    solve: 0.00425734 s
    solve(per iteration): 0.00106434 s
resid in solve_pyamgx: 1.93e-06
time solve_pyamgx: 2.15e-02
time u: 2.59e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   9.949038e-02
              0             1.82349   3.134859e-03         0.0315
              1              1.8235   1.689042e-04         0.0539
              2              1.8235   2.066626e-05         0.1224
              3              1.8235   2.372814e-06         0.1148
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0699
         Final Residual: 		   2.372814e-06
         Total Reduction in Residual: 	   2.384968e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0171804
    setup: 0.0128983 s
    solve: 0.00428208 s
    solve(per iteration): 0.00107052 s
resid in solve_pyamgx: 2.37e-06
time solve_pyamgx: 4.71e-03
time v: 6.93e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   1.282786e-01
              0             1.82349   3.954689e-03         0.0308
              1              1.8235   1.788705e-04         0.0452
              2              1.8235   2.320900e-05         0.1298
              3              1.8235   2.553793e-06         0.1100
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0668
         Final Residual: 		   2.553793e-06
         Total Reduction in Residual: 	   1.990818e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0171151
    setup: 0.0128983 s
    solve: 0.00421683 s
    solve(per iteration): 0.00105421 s
resid in solve_pyamgx: 2.55e-06
time solve_pyamgx: 4.63e-03
time w: 6.23e-03
area_out 3.2
flow_in 86.76586881112289 flow_out 86.76423202467285 area_out 3.2 flow_out_new 86.7658688111229 uinc: 0.0005114957656360275
xp.sum(su3d) -7.94164733974867e-12
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   6.265479e-01
              0             1.82349   4.053862e-01         0.6470
              1              1.8235   1.952325e-01         0.4816
              2              1.8235   9.523112e-02         0.4878
              3              1.8235   4.889498e-02         0.5134
              4              1.8235   2.520327e-02         0.5155
              5              1.8235   1.271069e-02         0.5043
              6              1.8235   6.759650e-03         0.5318
              7              1.8235   3.665995e-03         0.5423
              8              1.8235   2.048614e-03         0.5588
              9              1.8235   1.152288e-03         0.5625
             10              1.8235   8.053139e-04         0.6989
             11              1.8235   4.991256e-04         0.6198
             12              1.8235   2.809037e-04         0.5628
             13              1.8235   1.498294e-04         0.5334
             14              1.8235   7.846058e-05         0.5237
             15              1.8235   4.050944e-05         0.5163
             16              1.8235   2.113372e-05         0.5217
         --------------------------------------------------------------
         Total Iterations: 17
         Avg Convergence Rate: 		         0.5457
         Final Residual: 		   2.113372e-05
         Total Reduction in Residual: 	   3.373042e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.182569
    setup: 0.138297 s
    solve: 0.0442722 s
    solve(per iteration): 0.00260425 s
resid in solve_px: 2.11e-05
time p: 5.20e-02
time Smag or Wale: 9.54e-07

comm_min_pans:  -7.11e+02, pk_max: 8.77e+02, u2prim_max: 2.10e+00, v2prim_max: 7.52e-01, w2prim_max: 1.80e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5463590165387078 0.7137093009020172 0.618845369047205
yplus, min,max,mean 28.400677271518195 37.099831625388774 32.168642001423
uplus, min,max,mean 22.50147562104311 27.70438046086171 23.75756676951313
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0244
           1(D)        73679            723425  0.000133         0.0189
           2(D)          828              1336   0.00195       5.46e-05
         --------------------------------------------------------------
         Grid Complexity: 1.31498
         Operator Complexity: 1.44901
         Total Memory Usage: 0.043406 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.434810e-01
              0             1.82349   6.798481e-03         0.0198
              1              1.8235   6.989860e-04         0.1028
              2              1.8235   1.238279e-04         0.1772
              3              1.8235   2.186549e-05         0.1766
              4              1.8235   3.856275e-06         0.1764
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1023
         Final Residual: 		   3.856275e-06
         Total Reduction in Residual: 	   1.122704e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0294234
    setup: 0.0224627 s
    solve: 0.00696074 s
    solve(per iteration): 0.00139215 s
resid in solve_pyamgx: 3.86e-06
time solve_pyamgx: 3.38e-02
time k: 4.63e-02
modify_eps, ustar[-2,-2],[2,2] 0.6189186506980093 0.6140177427096575
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0244
           1(D)        73771            723793  0.000133         0.0189
           2(D)          754              1120   0.00197       4.75e-05
         --------------------------------------------------------------
         Grid Complexity: 1.31506
         Operator Complexity: 1.4491
         Total Memory Usage: 0.0434109 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.250682e+01
              0             1.82349   9.279009e-01         0.0285
              1              1.8235   4.117521e-02         0.0444
              2              1.8235   5.854598e-03         0.1422
              3              1.8235   1.099194e-03         0.1877
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0763
         Final Residual: 		   1.099194e-03
         Total Reduction in Residual: 	   3.381426e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0282036
    setup: 0.0226247 s
    solve: 0.00557882 s
    solve(per iteration): 0.0013947 s
resid in solve_pyamgx: 1.10e-03
time solve_pyamgx: 3.25e-02
time eps: 3.95e-02

--time step:   4, iter:1, max residual:3.36e-08, u:1.51e-09, v:1.85e-09, w:2.00e-09, p:3.36e-08, k:2.35e-12, eps:5.24e-13, om:0.00e+00


monitor time step:   4, iter:1, u: 1.57e+01, v:-4.27e-01, w:-1.61e+00, p: 9.60e+00, k: 1.32e+00, eps: 1.92e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  1, umax: 3.09e+01, vismax: 3.51e+02, kmin: 1.59e-01, epsmin: 5.09e-01, ommin: 1.00e+00, fkmax: 4.47e+00

time one iteration: 1.85e-01
vismean_mean 3.1999999999999996e-17
modify_u, ustar[-2,-2],[2,2] 0.6189186506980093 0.6140177427096575
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 2
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05         0.0238
           1(D)         7578             96968   0.00169        0.00239
         --------------------------------------------------------------
         Grid Complexity: 1.03204
         Operator Complexity: 1.05896
         Total Memory Usage: 0.0261747 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   1.611137e+00
              0             1.82349   4.188895e-02         0.0260
              1              1.8235   2.686052e-03         0.0641
              2              1.8235   3.452838e-04         0.1285
              3              1.8235   5.174353e-05         0.1499
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0753
         Final Residual: 		   5.174353e-05
         Total Reduction in Residual: 	   3.211615e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0173187
    setup: 0.0130538 s
    solve: 0.0042649 s
    solve(per iteration): 0.00106622 s
resid in solve_pyamgx: 5.17e-05
time solve_pyamgx: 2.16e-02
time u: 2.76e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   1.652847e+00
              0             1.82349   4.661405e-02         0.0282
              1              1.8235   1.484631e-03         0.0318
              2              1.8235   1.244094e-04         0.0838
              3              1.8235   1.561709e-05         0.1255
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0554
         Final Residual: 		   1.561709e-05
         Total Reduction in Residual: 	   9.448598e-06
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0173284
    setup: 0.0130538 s
    solve: 0.00427459 s
    solve(per iteration): 0.00106865 s
resid in solve_pyamgx: 1.56e-05
time solve_pyamgx: 4.76e-03
time v: 7.00e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   1.747762e+00
              0             1.82349   4.995729e-02         0.0286
              1              1.8235   2.253964e-03         0.0451
              2              1.8235   2.985281e-04         0.1324
              3              1.8235   3.636903e-05         0.1218
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0675
         Final Residual: 		   3.636903e-05
         Total Reduction in Residual: 	   2.080892e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.017309
    setup: 0.0130538 s
    solve: 0.00425526 s
    solve(per iteration): 0.00106382 s
resid in solve_pyamgx: 3.64e-05
time solve_pyamgx: 4.67e-03
time w: 6.30e-03
area_out 3.2
flow_in 86.76586881112289 flow_out 86.76425978615454 area_out 3.2 flow_out_new 86.76586881112291 uinc: 0.0005028203026080647
xp.sum(su3d) -4.029221400969618e-12
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.602626e+00
              0             1.82349   1.532239e+00         0.5887
              1              1.8235   7.651951e-01         0.4994
              2              1.8235   3.895347e-01         0.5091
              3              1.8235   2.066959e-01         0.5306
              4              1.8235   1.083943e-01         0.5244
              5              1.8235   5.584052e-02         0.5152
              6              1.8235   2.968993e-02         0.5317
              7              1.8235   1.640232e-02         0.5525
              8              1.8235   9.187721e-03         0.5601
              9              1.8235   5.213760e-03         0.5675
             10              1.8235   3.657410e-03         0.7015
             11              1.8235   2.277418e-03         0.6227
             12              1.8235   1.287766e-03         0.5655
             13              1.8235   6.931940e-04         0.5383
             14              1.8235   3.663277e-04         0.5285
             15              1.8235   1.854876e-04         0.5063
             16              1.8235   9.714032e-05         0.5237
         --------------------------------------------------------------
         Total Iterations: 17
         Avg Convergence Rate: 		         0.5489
         Final Residual: 		   9.714032e-05
         Total Reduction in Residual: 	   3.732397e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.182584
    setup: 0.138297 s
    solve: 0.0442874 s
    solve(per iteration): 0.00260514 s
resid in solve_px: 9.71e-05
time p: 5.18e-02
time Smag or Wale: 9.54e-07

comm_min_pans:  -7.61e+02, pk_max: 9.75e+02, u2prim_max: 2.52e+00, v2prim_max: 8.91e-01, w2prim_max: 2.16e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.545900108710694 0.7161121405157206 0.6187297167180477
yplus, min,max,mean 28.376822456778687 37.2247353431609 32.16263019530896
uplus, min,max,mean 22.14194401503503 28.30322607717757 23.714937942695
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0244
           1(D)        73817            724937  0.000133          0.019
           2(D)          855              1415   0.00194       5.71e-05
         --------------------------------------------------------------
         Grid Complexity: 1.31568
         Operator Complexity: 1.44999
         Total Memory Usage: 0.04345 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   1.878750e+00
              0             1.82349   5.376709e-02         0.0286
              1              1.8235   3.998949e-03         0.0744
              2              1.8235   7.244588e-04         0.1812
              3              1.8235   1.425948e-04         0.1968
              4              1.8235   2.599511e-05         0.1823
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1067
         Final Residual: 		   2.599511e-05
         Total Reduction in Residual: 	   1.383638e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0295838
    setup: 0.0225565 s
    solve: 0.00702736 s
    solve(per iteration): 0.00140547 s
resid in solve_pyamgx: 2.60e-05
time solve_pyamgx: 3.39e-02
time k: 4.64e-02
modify_eps, ustar[-2,-2],[2,2] 0.6185233677351532 0.6131099917151286
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0244
           1(D)        73676            723756  0.000133         0.0189
           2(D)          766              1160   0.00198       4.88e-05
         --------------------------------------------------------------
         Grid Complexity: 1.31471
         Operator Complexity: 1.4491
         Total Memory Usage: 0.0434066 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.192063e+02
              0             1.82349   2.882169e+00         0.0131
              1              1.8235   1.823494e-01         0.0633
              2              1.8235   3.378116e-02         0.1853
              3              1.8235   5.523049e-03         0.1635
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0708
         Final Residual: 		   5.523049e-03
         Total Reduction in Residual: 	   2.519566e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0280867
    setup: 0.0225075 s
    solve: 0.00557917 s
    solve(per iteration): 0.00139479 s
resid in solve_pyamgx: 5.52e-03
time solve_pyamgx: 3.24e-02
time eps: 3.94e-02

--time step:   5, iter:0, max residual:1.68e-07, u:4.04e-08, v:1.22e-08, w:2.84e-08, p:1.68e-07, k:1.59e-11, eps:2.63e-12, om:0.00e+00


monitor time step:   5, iter:0, u: 1.59e+01, v:-3.92e-01, w:-1.60e+00, p: 9.11e+00, k: 1.32e+00, eps: 1.92e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  0, umax: 3.09e+01, vismax: 3.46e+02, kmin: 1.58e-01, epsmin: 5.05e-01, ommin: 1.00e+00, fkmax: 4.18e+00

time one iteration: 1.86e-01
modify_u, ustar[-2,-2],[2,2] 0.6185233677351532 0.6131099917151286
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 2
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05         0.0238
           1(D)         7595             97433   0.00169         0.0024
         --------------------------------------------------------------
         Grid Complexity: 1.03211
         Operator Complexity: 1.05924
         Total Memory Usage: 0.0261859 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.901721e-02
              0             1.82349   1.870730e-03         0.0317
              1              1.8235   1.351604e-04         0.0723
              2              1.8235   2.073425e-05         0.1534
              3              1.8235   3.305060e-06         0.1594
              4              1.8235   4.826803e-07         0.1460
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.0961
         Final Residual: 		   4.826803e-07
         Total Reduction in Residual: 	   8.178635e-06
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0184074
    setup: 0.0131096 s
    solve: 0.00529779 s
    solve(per iteration): 0.00105956 s
resid in solve_pyamgx: 4.83e-07
time solve_pyamgx: 2.28e-02
time u: 2.73e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.345227e-02
              0             1.82349   1.560349e-03         0.0292
              1              1.8235   1.375109e-04         0.0881
              2              1.8235   1.958900e-05         0.1425
              3              1.8235   3.085157e-06         0.1575
              4              1.8235   4.264168e-07         0.1382
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.0956
         Final Residual: 		   4.264168e-07
         Total Reduction in Residual: 	   7.977524e-06
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0184194
    setup: 0.0131096 s
    solve: 0.00530979 s
    solve(per iteration): 0.00106196 s
resid in solve_pyamgx: 4.26e-07
time solve_pyamgx: 5.79e-03
time v: 8.01e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   7.205320e-02
              0             1.82349   1.914870e-03         0.0266
              1              1.8235   1.356688e-04         0.0709
              2              1.8235   1.878987e-05         0.1385
              3              1.8235   2.816388e-06         0.1499
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0791
         Final Residual: 		   2.816388e-06
         Total Reduction in Residual: 	   3.908761e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0173822
    setup: 0.0131096 s
    solve: 0.00427264 s
    solve(per iteration): 0.00106816 s
resid in solve_pyamgx: 2.82e-06
time solve_pyamgx: 4.69e-03
time w: 6.35e-03
area_out 3.2
flow_in 86.76586881112289 flow_out 86.76426174557668 area_out 3.2 flow_out_new 86.76586881112287 uinc: 0.0005022079831906723
xp.sum(su3d) 1.5887513526990915e-11
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   4.508012e-01
              0             1.82349   2.852397e-01         0.6327
              1              1.8235   1.361722e-01         0.4774
              2              1.8235   6.702769e-02         0.4922
              3              1.8235   3.599213e-02         0.5370
              4              1.8235   1.882530e-02         0.5230
              5              1.8235   9.589991e-03         0.5094
              6              1.8235   5.065203e-03         0.5282
              7              1.8235   2.751845e-03         0.5433
              8              1.8235   1.537841e-03         0.5588
              9              1.8235   8.811206e-04         0.5730
             10              1.8235   6.223151e-04         0.7063
             11              1.8235   3.849425e-04         0.6186
             12              1.8235   2.156565e-04         0.5602
             13              1.8235   1.149050e-04         0.5328
             14              1.8235   6.143999e-05         0.5347
             15              1.8235   3.182363e-05         0.5180
             16              1.8235   1.652867e-05         0.5194
         --------------------------------------------------------------
         Total Iterations: 17
         Avg Convergence Rate: 		         0.5484
         Final Residual: 		   1.652867e-05
         Total Reduction in Residual: 	   3.666511e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.182555
    setup: 0.138297 s
    solve: 0.0442581 s
    solve(per iteration): 0.00260342 s
resid in solve_px: 1.65e-05
time p: 5.18e-02
time Smag or Wale: 1.19e-06

comm_min_pans:  -7.81e+02, pk_max: 1.08e+03, u2prim_max: 2.52e+00, v2prim_max: 8.91e-01, w2prim_max: 2.16e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5443833781722848 0.7190923385185809 0.6183961199040519
yplus, min,max,mean 28.29798020612432 37.37965113867695 32.1452892616622
uplus, min,max,mean 22.117642091473744 27.082086399221808 23.728551305567176
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0244
           1(D)        73650            722442  0.000133         0.0189
           2(D)          984              1826   0.00189       7.02e-05
         --------------------------------------------------------------
         Grid Complexity: 1.31552
         Operator Complexity: 1.4487
         Total Memory Usage: 0.0434005 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.338426e-01
              0             1.82349   6.730748e-03         0.0126
              1              1.8235   7.311448e-04         0.1086
              2              1.8235   1.388401e-04         0.1899
              3              1.8235   2.961431e-05         0.2133
              4              1.8235   6.146733e-06         0.2076
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1029
         Final Residual: 		   6.146733e-06
         Total Reduction in Residual: 	   1.151413e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0298019
    setup: 0.0227492 s
    solve: 0.0070527 s
    solve(per iteration): 0.00141054 s
resid in solve_pyamgx: 6.15e-06
time solve_pyamgx: 3.42e-02
time k: 4.67e-02
modify_eps, ustar[-2,-2],[2,2] 0.6184094691315076 0.6130001560928213
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0244
           1(D)        73652            722146  0.000133         0.0189
           2(D)          830              1306    0.0019       5.39e-05
         --------------------------------------------------------------
         Grid Complexity: 1.31488
         Operator Complexity: 1.4482
         Total Memory Usage: 0.0433754 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   4.574891e+01
              0             1.82349   5.752101e-01         0.0126
              1              1.8235   3.443502e-02         0.0599
              2              1.8235   7.184932e-03         0.2087
              3              1.8235   1.319195e-03         0.1836
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0733
         Final Residual: 		   1.319195e-03
         Total Reduction in Residual: 	   2.883555e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0284758
    setup: 0.0228127 s
    solve: 0.0056631 s
    solve(per iteration): 0.00141578 s
resid in solve_pyamgx: 1.32e-03
time solve_pyamgx: 3.30e-02
time eps: 4.00e-02

--time step:   5, iter:1, max residual:2.63e-08, u:3.77e-10, v:3.33e-10, w:2.20e-09, p:2.63e-08, k:3.75e-12, eps:6.29e-13, om:0.00e+00


monitor time step:   5, iter:1, u: 1.59e+01, v:-4.00e-01, w:-1.58e+00, p: 9.10e+00, k: 1.32e+00, eps: 1.92e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  1, umax: 3.09e+01, vismax: 4.18e+02, kmin: 1.58e-01, epsmin: 5.05e-01, ommin: 1.00e+00, fkmax: 4.27e+00

time one iteration: 1.88e-01
vismean_mean 2.6666666666666663e-17
modify_u, ustar[-2,-2],[2,2] 0.6184094691315076 0.6130001560928213
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 2
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05         0.0238
           1(D)         8477            107127   0.00149        0.00265
         --------------------------------------------------------------
         Grid Complexity: 1.03584
         Operator Complexity: 1.06513
         Total Memory Usage: 0.026442 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   1.638283e+00
              0             1.82349   4.332966e-02         0.0264
              1              1.8235   3.159425e-03         0.0729
              2              1.8235   4.070164e-04         0.1288
              3              1.8235   6.049043e-05         0.1486
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0780
         Final Residual: 		   6.049043e-05
         Total Reduction in Residual: 	   3.692306e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0175233
    setup: 0.0132403 s
    solve: 0.00428301 s
    solve(per iteration): 0.00107075 s
resid in solve_pyamgx: 6.05e-05
time solve_pyamgx: 2.20e-02
time u: 2.80e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   1.603224e+00
              0             1.82349   4.473220e-02         0.0279
              1              1.8235   1.500380e-03         0.0335
              2              1.8235   1.451848e-04         0.0968
              3              1.8235   1.788799e-05         0.1232
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0578
         Final Residual: 		   1.788799e-05
         Total Reduction in Residual: 	   1.115751e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0175063
    setup: 0.0132403 s
    solve: 0.00426598 s
    solve(per iteration): 0.0010665 s
resid in solve_pyamgx: 1.79e-05
time solve_pyamgx: 4.67e-03
time v: 6.90e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   1.716933e+00
              0             1.82349   4.933955e-02         0.0287
              1              1.8235   2.477460e-03         0.0502
              2              1.8235   3.482785e-04         0.1406
              3              1.8235   4.702362e-05         0.1350
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0723
         Final Residual: 		   4.702362e-05
         Total Reduction in Residual: 	   2.738814e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0175065
    setup: 0.0132403 s
    solve: 0.00426614 s
    solve(per iteration): 0.00106654 s
resid in solve_pyamgx: 4.70e-05
time solve_pyamgx: 4.71e-03
time w: 6.36e-03
area_out 3.2
flow_in 86.76586881112287 flow_out 86.76429736416938 area_out 3.2 flow_out_new 86.76586881112289 uinc: 0.0004910771729660368
xp.sum(su3d) 1.797384463486651e-11
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.257327e+00
              0             1.82349   1.327427e+00         0.5881
              1              1.8235   6.828753e-01         0.5144
              2              1.8235   3.480752e-01         0.5097
              3              1.8235   1.842000e-01         0.5292
              4              1.8235   9.627030e-02         0.5226
              5              1.8235   4.915152e-02         0.5106
              6              1.8235   2.573398e-02         0.5236
              7              1.8235   1.411630e-02         0.5485
              8              1.8235   7.831455e-03         0.5548
              9              1.8235   4.427598e-03         0.5654
             10              1.8235   3.112767e-03         0.7030
             11              1.8235   1.926568e-03         0.6189
             12              1.8235   1.093779e-03         0.5677
             13              1.8235   5.871941e-04         0.5368
             14              1.8235   3.122222e-04         0.5317
             15              1.8235   1.601870e-04         0.5131
             16              1.8235   8.346024e-05         0.5210
         --------------------------------------------------------------
         Total Iterations: 17
         Avg Convergence Rate: 		         0.5486
         Final Residual: 		   8.346024e-05
         Total Reduction in Residual: 	   3.697304e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.182552
    setup: 0.138297 s
    solve: 0.0442548 s
    solve(per iteration): 0.00260322 s
resid in solve_px: 8.35e-05
time p: 5.19e-02
time Smag or Wale: 9.54e-07

comm_min_pans:  -8.23e+02, pk_max: 1.15e+03, u2prim_max: 2.90e+00, v2prim_max: 1.02e+00, w2prim_max: 2.49e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5438464398592211 0.7203390103940237 0.6183047808357638
yplus, min,max,mean 28.270069233151563 37.44445527757858 32.14054130048246
uplus, min,max,mean 21.820119165175235 27.581784946960937 23.693310401746654
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0244
           1(D)        73529            722425  0.000134         0.0189
           2(D)          993              2027   0.00206       7.49e-05
         --------------------------------------------------------------
         Grid Complexity: 1.31504
         Operator Complexity: 1.44881
         Total Memory Usage: 0.0433987 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   1.011686e+00
              0             1.82349   4.868563e-02         0.0481
              1              1.8235   4.492007e-03         0.0923
              2              1.8235   8.948604e-04         0.1992
              3              1.8235   1.942409e-04         0.2171
              4              1.8235   3.637041e-05         0.1872
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1292
         Final Residual: 		   3.637041e-05
         Total Reduction in Residual: 	   3.595030e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0296957
    setup: 0.0227123 s
    solve: 0.00698333 s
    solve(per iteration): 0.00139667 s
resid in solve_pyamgx: 3.64e-05
time solve_pyamgx: 3.40e-02
time k: 4.66e-02
modify_eps, ustar[-2,-2],[2,2] 0.6180664156494431 0.6121987905674359
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0244
           1(D)        73676            723206  0.000133         0.0189
           2(D)          806              1474   0.00227        5.7e-05
         --------------------------------------------------------------
         Grid Complexity: 1.31488
         Operator Complexity: 1.44896
         Total Memory Usage: 0.0434031 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.354815e+01
              0             1.82349   2.184039e+00         0.0408
              1              1.8235   2.154122e-01         0.0986
              2              1.8235   4.255353e-02         0.1975
              3              1.8235   7.907739e-03         0.1858
              4              1.8235   1.524998e-03         0.1928
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1233
         Final Residual: 		   1.524998e-03
         Total Reduction in Residual: 	   2.847900e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0294981
    setup: 0.022494 s
    solve: 0.00700416 s
    solve(per iteration): 0.00140083 s
resid in solve_pyamgx: 1.52e-03
time solve_pyamgx: 3.39e-02
time eps: 4.08e-02

--time step:   6, iter:0, max residual:1.42e-07, u:4.73e-08, v:1.40e-08, w:3.67e-08, p:1.42e-07, k:2.22e-11, eps:7.27e-13, om:0.00e+00


monitor time step:   6, iter:0, u: 1.60e+01, v:-3.48e-01, w:-1.53e+00, p: 8.69e+00, k: 1.32e+00, eps: 1.93e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  0, umax: 3.10e+01, vismax: 4.16e+02, kmin: 1.57e-01, epsmin: 5.02e-01, ommin: 1.00e+00, fkmax: 4.04e+00

time one iteration: 1.89e-01
modify_u, ustar[-2,-2],[2,2] 0.6180664156494431 0.6121987905674359
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05         0.0238
           1(D)         7720             93636   0.00157        0.00238
           2(D)            3                 3     0.333       1.71e-07
         --------------------------------------------------------------
         Grid Complexity: 1.03265
         Operator Complexity: 1.05693
         Total Memory Usage: 0.0261643 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.132896e-02
              0             1.82349   1.585890e-03         0.0309
              1              1.8235   1.382398e-04         0.0872
              2              1.8235   1.924505e-05         0.1392
              3              1.8235   3.334162e-06         0.1732
              4              1.8235   5.680526e-07         0.1704
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1020
         Final Residual: 		   5.680526e-07
         Total Reduction in Residual: 	   1.106690e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0200969
    setup: 0.0142893 s
    solve: 0.00580752 s
    solve(per iteration): 0.0011615 s
resid in solve_pyamgx: 5.68e-07
time solve_pyamgx: 2.44e-02
time u: 2.89e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   4.629840e-02
              0             1.82349   1.333495e-03         0.0288
              1              1.8235   1.468529e-04         0.1101
              2              1.8235   1.841493e-05         0.1254
              3              1.8235   2.939242e-06         0.1596
              4              1.8235   5.010851e-07         0.1705
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1016
         Final Residual: 		   5.010851e-07
         Total Reduction in Residual: 	   1.082295e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0200299
    setup: 0.0142893 s
    solve: 0.00574054 s
    solve(per iteration): 0.00114811 s
resid in solve_pyamgx: 5.01e-07
time solve_pyamgx: 6.18e-03
time v: 8.39e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   6.287151e-02
              0             1.82349   1.582805e-03         0.0252
              1              1.8235   1.261364e-04         0.0797
              2              1.8235   1.729053e-05         0.1371
              3              1.8235   2.639016e-06         0.1526
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0805
         Final Residual: 		   2.639016e-06
         Total Reduction in Residual: 	   4.197475e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0188953
    setup: 0.0142893 s
    solve: 0.00460595 s
    solve(per iteration): 0.00115149 s
resid in solve_pyamgx: 2.64e-06
time solve_pyamgx: 5.04e-03
time w: 6.72e-03
area_out 3.2
flow_in 86.76586881112287 flow_out 86.76429996758515 area_out 3.2 flow_out_new 86.7658688111229 uinc: 0.0004902636055392762
xp.sum(su3d) -1.0740741629433614e-11
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   4.184985e-01
              0             1.82349   2.720738e-01         0.6501
              1              1.8235   1.307785e-01         0.4807
              2              1.8235   6.416134e-02         0.4906
              3              1.8235   3.453956e-02         0.5383
              4              1.8235   1.794926e-02         0.5197
              5              1.8235   9.199825e-03         0.5125
              6              1.8235   4.839479e-03         0.5260
              7              1.8235   2.620748e-03         0.5415
              8              1.8235   1.446924e-03         0.5521
              9              1.8235   8.142527e-04         0.5627
             10              1.8235   5.727391e-04         0.7034
             11              1.8235   3.527385e-04         0.6159
             12              1.8235   1.987224e-04         0.5634
             13              1.8235   1.066513e-04         0.5367
             14              1.8235   5.771140e-05         0.5411
             15              1.8235   3.013658e-05         0.5222
             16              1.8235   1.566217e-05         0.5197
         --------------------------------------------------------------
         Total Iterations: 17
         Avg Convergence Rate: 		         0.5490
         Final Residual: 		   1.566217e-05
         Total Reduction in Residual: 	   3.742466e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.182571
    setup: 0.138297 s
    solve: 0.0442737 s
    solve(per iteration): 0.00260433 s
resid in solve_px: 1.57e-05
time p: 5.19e-02
time Smag or Wale: 1.19e-06

comm_min_pans:  -8.39e+02, pk_max: 1.24e+03, u2prim_max: 2.90e+00, v2prim_max: 1.02e+00, w2prim_max: 2.49e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.542452749344555 0.7219547773913825 0.61796600589339
yplus, min,max,mean 28.1976228136266 37.528445612960375 32.12293119885553
uplus, min,max,mean 21.986224507822765 27.62565110595783 23.707414225526673
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0244
           1(D)        73157            720109  0.000135         0.0188
           2(D)          957              2101   0.00229       7.55e-05
         --------------------------------------------------------------
         Grid Complexity: 1.31332
         Operator Complexity: 1.44743
         Total Memory Usage: 0.0433275 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.968009e-01
              0             1.82349   6.039124e-03         0.0101
              1              1.8235   6.825320e-04         0.1130
              2              1.8235   1.231243e-04         0.1804
              3              1.8235   2.629550e-05         0.2136
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0815
         Final Residual: 		   2.629550e-05
         Total Reduction in Residual: 	   4.406076e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0283672
    setup: 0.0227254 s
    solve: 0.00564182 s
    solve(per iteration): 0.00141046 s
resid in solve_pyamgx: 2.63e-05
time solve_pyamgx: 3.27e-02
time k: 4.53e-02
modify_eps, ustar[-2,-2],[2,2] 0.61797176830497 0.612116019411806
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0244
           1(D)        73020            718046  0.000135         0.0188
           2(D)          839              1675   0.00238       6.87e-05
           3(D)            2                 2       0.5       1.19e-07
         --------------------------------------------------------------
         Grid Complexity: 1.31225
         Operator Complexity: 1.44589
         Total Memory Usage: 0.0432659 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.011079e+01
              0             1.82349   3.643460e-01         0.0181
              1              1.8235   3.079963e-02         0.0845
              2              1.8235   7.326637e-03         0.2379
              3              1.8235   1.420876e-03         0.1939
              4              1.8235   3.100831e-04         0.2182
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1090
         Final Residual: 		   3.100831e-04
         Total Reduction in Residual: 	   1.541874e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0306246
    setup: 0.0233789 s
    solve: 0.0072457 s
    solve(per iteration): 0.00144914 s
resid in solve_pyamgx: 3.10e-04
time solve_pyamgx: 3.51e-02
time eps: 4.21e-02

--time step:   6, iter:1, max residual:2.50e-08, u:4.44e-10, v:3.91e-10, w:2.06e-09, p:2.50e-08, k:1.60e-11, eps:1.48e-13, om:0.00e+00


monitor time step:   6, iter:1, u: 1.60e+01, v:-3.61e-01, w:-1.51e+00, p: 8.69e+00, k: 1.32e+00, eps: 1.93e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  1, umax: 3.10e+01, vismax: 4.77e+02, kmin: 1.57e-01, epsmin: 5.02e-01, ommin: 1.00e+00, fkmax: 4.05e+00

time one iteration: 1.91e-01
vismean_mean 2.2857142857142856e-17
modify_u, ustar[-2,-2],[2,2] 0.61797176830497 0.612116019411806
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05         0.0238
           1(D)         9003            110325   0.00136         0.0028
           2(D)            6                 8     0.222       3.73e-07
         --------------------------------------------------------------
         Grid Complexity: 1.03809
         Operator Complexity: 1.06708
         Total Memory Usage: 0.0266045 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   1.674867e+00
              0             1.82349   4.452545e-02         0.0266
              1              1.8235   3.137834e-03         0.0705
              2              1.8235   4.191382e-04         0.1336
              3              1.8235   6.884362e-05         0.1643
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0801
         Final Residual: 		   6.884362e-05
         Total Reduction in Residual: 	   4.110394e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0200244
    setup: 0.0153684 s
    solve: 0.00465594 s
    solve(per iteration): 0.00116398 s
resid in solve_pyamgx: 6.88e-05
time solve_pyamgx: 2.44e-02
time u: 3.05e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   1.593932e+00
              0             1.82349   4.378962e-02         0.0275
              1              1.8235   1.532570e-03         0.0350
              2              1.8235   1.790327e-04         0.1168
              3              1.8235   2.458807e-05         0.1373
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0627
         Final Residual: 		   2.458807e-05
         Total Reduction in Residual: 	   1.542605e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0199785
    setup: 0.0153684 s
    solve: 0.00461005 s
    solve(per iteration): 0.00115251 s
resid in solve_pyamgx: 2.46e-05
time solve_pyamgx: 5.12e-03
time v: 7.30e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   1.733223e+00
              0             1.82349   4.956351e-02         0.0286
              1              1.8235   2.567074e-03         0.0518
              2              1.8235   3.552769e-04         0.1384
              3              1.8235   5.245271e-05         0.1476
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0742
         Final Residual: 		   5.245271e-05
         Total Reduction in Residual: 	   3.026311e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0199846
    setup: 0.0153684 s
    solve: 0.00461619 s
    solve(per iteration): 0.00115405 s
resid in solve_pyamgx: 5.25e-05
time solve_pyamgx: 5.04e-03
time w: 6.71e-03
area_out 3.2
flow_in 86.76586881112289 flow_out 86.76433565404535 area_out 3.2 flow_out_new 86.7658688111229 uinc: 0.0004791115867286422
xp.sum(su3d) -8.83404460694237e-12
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.179766e+00
              0             1.82349   1.299269e+00         0.5961
              1              1.8235   6.814582e-01         0.5245
              2              1.8235   3.471063e-01         0.5094
              3              1.8235   1.815634e-01         0.5231
              4              1.8235   9.436453e-02         0.5197
              5              1.8235   4.803420e-02         0.5090
              6              1.8235   2.500541e-02         0.5206
              7              1.8235   1.366711e-02         0.5466
              8              1.8235   7.529301e-03         0.5509
              9              1.8235   4.215240e-03         0.5598
             10              1.8235   2.961578e-03         0.7026
             11              1.8235   1.821086e-03         0.6149
             12              1.8235   1.037408e-03         0.5697
             13              1.8235   5.567536e-04         0.5367
             14              1.8235   2.956821e-04         0.5311
             15              1.8235   1.528819e-04         0.5170
             16              1.8235   7.963968e-05         0.5209
         --------------------------------------------------------------
         Total Iterations: 17
         Avg Convergence Rate: 		         0.5483
         Final Residual: 		   7.963968e-05
         Total Reduction in Residual: 	   3.653588e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.182517
    setup: 0.138297 s
    solve: 0.0442197 s
    solve(per iteration): 0.00260116 s
resid in solve_px: 7.96e-05
time p: 5.18e-02
time Smag or Wale: 1.19e-06

comm_min_pans:  -8.71e+02, pk_max: 1.28e+03, u2prim_max: 3.24e+00, v2prim_max: 1.13e+00, w2prim_max: 2.79e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5420423160377943 0.7226466411230409 0.617882549052927
yplus, min,max,mean 28.176287787510184 37.564409874487865 32.118592969375754
uplus, min,max,mean 21.703687852952154 28.094525418198653 23.67940139865459
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0244
           1(D)        73018            718620  0.000135         0.0188
           2(D)          913              2231   0.00268       7.71e-05
         --------------------------------------------------------------
         Grid Complexity: 1.31255
         Operator Complexity: 1.44658
         Total Memory Usage: 0.043288 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.188337e+00
              0             1.82349   5.006362e-02         0.0229
              1              1.8235   4.929354e-03         0.0985
              2              1.8235   1.001455e-03         0.2032
              3              1.8235   2.172021e-04         0.2169
              4              1.8235   4.393070e-05         0.2023
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1150
         Final Residual: 		   4.393070e-05
         Total Reduction in Residual: 	   2.007492e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0297419
    setup: 0.0226907 s
    solve: 0.00705126 s
    solve(per iteration): 0.00141025 s
resid in solve_pyamgx: 4.39e-05
time solve_pyamgx: 3.40e-02
time k: 4.65e-02
modify_eps, ustar[-2,-2],[2,2] 0.6176783507949188 0.6114157801792359
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0244
           1(D)        73126            720298  0.000135         0.0188
           2(D)          826              1870   0.00274       6.64e-05
         --------------------------------------------------------------
         Grid Complexity: 1.31264
         Operator Complexity: 1.4474
         Total Memory Usage: 0.0433191 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.433868e+02
              0             1.82349   1.976190e+00         0.0081
              1              1.8235   2.271029e-01         0.1149
              2              1.8235   4.137548e-02         0.1822
              3              1.8235   8.495798e-03         0.2053
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0769
         Final Residual: 		   8.495798e-03
         Total Reduction in Residual: 	   3.490657e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0281944
    setup: 0.0225842 s
    solve: 0.00561018 s
    solve(per iteration): 0.00140254 s
resid in solve_pyamgx: 8.50e-03
time solve_pyamgx: 3.26e-02
time eps: 3.95e-02

--time step:   7, iter:0, max residual:1.34e-07, u:5.38e-08, v:1.92e-08, w:4.10e-08, p:1.34e-07, k:2.68e-11, eps:4.05e-12, om:0.00e+00


monitor time step:   7, iter:0, u: 1.61e+01, v:-3.00e-01, w:-1.44e+00, p: 8.23e+00, k: 1.33e+00, eps: 1.93e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  0, umax: 3.11e+01, vismax: 4.75e+02, kmin: 1.56e-01, epsmin: 4.98e-01, ommin: 1.00e+00, fkmax: 3.96e+00

time one iteration: 1.90e-01
modify_u, ustar[-2,-2],[2,2] 0.6176783507949188 0.6114157801792359
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05         0.0238
           1(D)         9015            110553   0.00136        0.00281
           2(D)            8                12     0.188       5.22e-07
         --------------------------------------------------------------
         Grid Complexity: 1.03815
         Operator Complexity: 1.06722
         Total Memory Usage: 0.0266104 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.077566e-02
              0             1.82349   1.590078e-03         0.0313
              1              1.8235   1.576159e-04         0.0991
              2              1.8235   2.271052e-05         0.1441
              3              1.8235   4.106079e-06         0.1808
              4              1.8235   7.095088e-07         0.1728
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1069
         Final Residual: 		   7.095088e-07
         Total Reduction in Residual: 	   1.397341e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.021527
    setup: 0.0157574 s
    solve: 0.00576963 s
    solve(per iteration): 0.00115393 s
resid in solve_pyamgx: 7.10e-07
time solve_pyamgx: 2.59e-02
time u: 3.05e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   4.632452e-02
              0             1.82349   1.378080e-03         0.0297
              1              1.8235   1.684526e-04         0.1222
              2              1.8235   2.266116e-05         0.1345
              3              1.8235   3.880302e-06         0.1712
              4              1.8235   7.090358e-07         0.1827
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1089
         Final Residual: 		   7.090358e-07
         Total Reduction in Residual: 	   1.530584e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0215146
    setup: 0.0157574 s
    solve: 0.00575722 s
    solve(per iteration): 0.00115144 s
resid in solve_pyamgx: 7.09e-07
time solve_pyamgx: 6.25e-03
time v: 8.49e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   6.245406e-02
              0             1.82349   1.592406e-03         0.0255
              1              1.8235   1.455657e-04         0.0914
              2              1.8235   1.938665e-05         0.1332
              3              1.8235   3.303944e-06         0.1704
              4              1.8235   5.608741e-07         0.1698
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.0979
         Final Residual: 		   5.608741e-07
         Total Reduction in Residual: 	   8.980587e-06
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0214836
    setup: 0.0157574 s
    solve: 0.00572621 s
    solve(per iteration): 0.00114524 s
resid in solve_pyamgx: 5.61e-07
time solve_pyamgx: 6.14e-03
time w: 7.85e-03
area_out 3.2
flow_in 86.76586881112289 flow_out 86.76433838857375 area_out 3.2 flow_out_new 86.76586881112287 uinc: 0.0004782570466055347
xp.sum(su3d) 1.6722845330718883e-11
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   4.202235e-01
              0             1.82349   2.751137e-01         0.6547
              1              1.8235   1.327031e-01         0.4824
              2              1.8235   6.517642e-02         0.4911
              3              1.8235   3.482020e-02         0.5342
              4              1.8235   1.805458e-02         0.5185
              5              1.8235   9.252142e-03         0.5125
              6              1.8235   4.806067e-03         0.5195
              7              1.8235   2.572213e-03         0.5352
              8              1.8235   1.404209e-03         0.5459
              9              1.8235   7.759451e-04         0.5526
             10              1.8235   5.434130e-04         0.7003
             11              1.8235   3.328157e-04         0.6125
             12              1.8235   1.873897e-04         0.5630
             13              1.8235   1.006551e-04         0.5371
             14              1.8235   5.473251e-05         0.5438
             15              1.8235   2.876620e-05         0.5256
             16              1.8235   1.509975e-05         0.5249
         --------------------------------------------------------------
         Total Iterations: 17
         Avg Convergence Rate: 		         0.5477
         Final Residual: 		   1.509975e-05
         Total Reduction in Residual: 	   3.593266e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.182438
    setup: 0.138297 s
    solve: 0.0441411 s
    solve(per iteration): 0.00259653 s
resid in solve_px: 1.51e-05
time p: 5.19e-02
time Smag or Wale: 9.54e-07

comm_min_pans:  -8.85e+02, pk_max: 1.37e+03, u2prim_max: 3.24e+00, v2prim_max: 1.13e+00, w2prim_max: 2.79e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5411298653753865 0.7235000386404462 0.6176801359933796
yplus, min,max,mean 28.1288570395866 37.6087709388109 32.10807119192588
uplus, min,max,mean 21.83998150690462 27.42934240068075 23.688940587400584
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0244
           1(D)        72354            717228  0.000137         0.0187
           2(D)          984              2780   0.00287       9.15e-05
         --------------------------------------------------------------
         Grid Complexity: 1.31004
         Operator Complexity: 1.44606
         Total Memory Usage: 0.0432377 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   1.281957e+00
              0             1.82349   1.184669e-02         0.0092
              1              1.8235   9.819726e-04         0.0829
              2              1.8235   1.677705e-04         0.1709
              3              1.8235   3.714606e-05         0.2214
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0734
         Final Residual: 		   3.714606e-05
         Total Reduction in Residual: 	   2.897607e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.028248
    setup: 0.0226529 s
    solve: 0.00559514 s
    solve(per iteration): 0.00139878 s
resid in solve_pyamgx: 3.71e-05
time solve_pyamgx: 3.26e-02
time k: 4.51e-02
modify_eps, ustar[-2,-2],[2,2] 0.6176065140778576 0.6113530182655988
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0244
           1(D)        72337            718585  0.000137         0.0188
           2(D)          844              2064    0.0029       7.13e-05
         --------------------------------------------------------------
         Grid Complexity: 1.30938
         Operator Complexity: 1.44646
         Total Memory Usage: 0.0432448 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   4.734869e+01
              0             1.82349   2.572130e-01         0.0054
              1              1.8235   2.823303e-02         0.1098
              2              1.8235   5.610508e-03         0.1987
              3              1.8235   1.045152e-03         0.1863
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0685
         Final Residual: 		   1.045152e-03
         Total Reduction in Residual: 	   2.207352e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0283324
    setup: 0.0226882 s
    solve: 0.00564429 s
    solve(per iteration): 0.00141107 s
resid in solve_pyamgx: 1.05e-03
time solve_pyamgx: 3.28e-02
time eps: 3.97e-02

--time step:   7, iter:1, max residual:2.44e-08, u:5.54e-10, v:5.54e-10, w:4.38e-10, p:2.44e-08, k:2.27e-11, eps:4.98e-13, om:0.00e+00


monitor time step:   7, iter:1, u: 1.61e+01, v:-3.17e-01, w:-1.43e+00, p: 8.22e+00, k: 1.33e+00, eps: 1.93e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  1, umax: 3.12e+01, vismax: 5.22e+02, kmin: 1.56e-01, epsmin: 4.98e-01, ommin: 1.00e+00, fkmax: 4.30e+00

time one iteration: 1.92e-01
vismean_mean 1.9999999999999998e-17
modify_u, ustar[-2,-2],[2,2] 0.6176065140778576 0.6113530182655988
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05         0.0238
           1(D)         9064            110988   0.00135        0.00282
           2(D)           16                32     0.125       1.21e-06
         --------------------------------------------------------------
         Grid Complexity: 1.03839
         Operator Complexity: 1.0675
         Total Memory Usage: 0.0266235 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   1.716856e+00
              0             1.82349   4.611042e-02         0.0269
              1              1.8235   3.337070e-03         0.0724
              2              1.8235   4.716324e-04         0.1413
              3              1.8235   8.619839e-05         0.1828
              4              1.8235   1.424780e-05         0.1653
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.0963
         Final Residual: 		   1.424780e-05
         Total Reduction in Residual: 	   8.298773e-06
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0211013
    setup: 0.0153614 s
    solve: 0.00573997 s
    solve(per iteration): 0.00114799 s
resid in solve_pyamgx: 1.42e-05
time solve_pyamgx: 2.54e-02
time u: 3.14e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   1.603923e+00
              0             1.82349   4.381322e-02         0.0273
              1              1.8235   1.535441e-03         0.0350
              2              1.8235   1.818159e-04         0.1184
              3              1.8235   2.495392e-05         0.1372
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0628
         Final Residual: 		   2.495392e-05
         Total Reduction in Residual: 	   1.555805e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0199702
    setup: 0.0153614 s
    solve: 0.0046088 s
    solve(per iteration): 0.0011522 s
resid in solve_pyamgx: 2.50e-05
time solve_pyamgx: 5.07e-03
time v: 7.37e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   1.767937e+00
              0             1.82349   5.050413e-02         0.0286
              1              1.8235   2.689773e-03         0.0533
              2              1.8235   4.002757e-04         0.1488
              3              1.8235   6.470385e-05         0.1616
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0778
         Final Residual: 		   6.470385e-05
         Total Reduction in Residual: 	   3.659850e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0199593
    setup: 0.0153614 s
    solve: 0.00459789 s
    solve(per iteration): 0.00114947 s
resid in solve_pyamgx: 6.47e-05
time solve_pyamgx: 5.01e-03
time w: 6.70e-03
area_out 3.2
flow_in 86.76586881112289 flow_out 86.76437154991244 area_out 3.2 flow_out_new 86.7658688111229 uinc: 0.0004678941282643123
xp.sum(su3d) -2.7109425815297072e-12
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.170631e+00
              0             1.82349   1.299886e+00         0.5989
              1              1.8235   6.849853e-01         0.5270
              2              1.8235   3.475611e-01         0.5074
              3              1.8235   1.805239e-01         0.5194
              4              1.8235   9.352024e-02         0.5180
              5              1.8235   4.744987e-02         0.5074
              6              1.8235   2.450650e-02         0.5165
              7              1.8235   1.330317e-02         0.5428
              8              1.8235   7.281744e-03         0.5474
              9              1.8235   4.032844e-03         0.5538
             10              1.8235   2.826425e-03         0.7009
             11              1.8235   1.727612e-03         0.6112
             12              1.8235   9.824456e-04         0.5687
             13              1.8235   5.281170e-04         0.5376
             14              1.8235   2.806988e-04         0.5315
             15              1.8235   1.462197e-04         0.5209
             16              1.8235   7.667813e-05         0.5244
         --------------------------------------------------------------
         Total Iterations: 17
         Avg Convergence Rate: 		         0.5472
         Final Residual: 		   7.667813e-05
         Total Reduction in Residual: 	   3.532527e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.18254
    setup: 0.138297 s
    solve: 0.0442429 s
    solve(per iteration): 0.00260252 s
resid in solve_px: 7.67e-05
time p: 5.18e-02
time Smag or Wale: 1.19e-06

comm_min_pans:  -9.08e+02, pk_max: 1.39e+03, u2prim_max: 3.53e+00, v2prim_max: 1.22e+00, w2prim_max: 3.05e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5409363062494862 0.7238648040168423 0.6176341806249023
yplus, min,max,mean 28.118795504769295 37.62773206770464 32.105682353177905
uplus, min,max,mean 21.589920108970666 27.714241805775398 23.667077105639223
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0244
           1(D)        72310            718436  0.000137         0.0188
           2(D)          975              2847   0.00299       9.27e-05
         --------------------------------------------------------------
         Grid Complexity: 1.30982
         Operator Complexity: 1.44685
         Total Memory Usage: 0.0432635 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   1.234982e+00
              0             1.82349   4.939953e-02         0.0400
              1              1.8235   5.826670e-03         0.1179
              2              1.8235   1.333884e-03         0.2289
              3              1.8235   2.980676e-04         0.2235
              4              1.8235   5.989132e-05         0.2009
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1371
         Final Residual: 		   5.989132e-05
         Total Reduction in Residual: 	   4.849571e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0295817
    setup: 0.0226238 s
    solve: 0.00695795 s
    solve(per iteration): 0.00139159 s
resid in solve_pyamgx: 5.99e-05
time solve_pyamgx: 3.39e-02
time k: 4.64e-02
modify_eps, ustar[-2,-2],[2,2] 0.6173670653774257 0.6107447754452835
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0244
           1(D)        72456            720700  0.000137         0.0188
           2(D)          854              2232   0.00306       7.54e-05
         --------------------------------------------------------------
         Grid Complexity: 1.30992
         Operator Complexity: 1.44787
         Total Memory Usage: 0.0433025 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   4.682547e+01
              0             1.82349   1.788944e+00         0.0382
              1              1.8235   2.797200e-01         0.1564
              2              1.8235   5.607451e-02         0.2005
              3              1.8235   1.172806e-02         0.2092
              4              1.8235   2.418625e-03         0.2062
              5              1.8235   4.970410e-04         0.2055
         --------------------------------------------------------------
         Total Iterations: 6
         Avg Convergence Rate: 		         0.1482
         Final Residual: 		   4.970410e-04
         Total Reduction in Residual: 	   1.061476e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.031016
    setup: 0.022527 s
    solve: 0.00848896 s
    solve(per iteration): 0.00141483 s
resid in solve_pyamgx: 4.97e-04
time solve_pyamgx: 3.54e-02
time eps: 4.24e-02

--time step:   8, iter:0, max residual:1.27e-07, u:1.11e-08, v:1.95e-08, w:5.05e-08, p:1.27e-07, k:3.66e-11, eps:2.37e-13, om:0.00e+00


monitor time step:   8, iter:0, u: 1.61e+01, v:-2.51e-01, w:-1.33e+00, p: 7.75e+00, k: 1.33e+00, eps: 1.93e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  0, umax: 3.13e+01, vismax: 5.20e+02, kmin: 1.55e-01, epsmin: 4.95e-01, ommin: 1.00e+00, fkmax: 3.97e+00

time one iteration: 1.94e-01
modify_u, ustar[-2,-2],[2,2] 0.6173670653774257 0.6107447754452835
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05         0.0238
           1(D)         9096            111268   0.00134        0.00283
           2(D)           18                36     0.111       1.36e-06
         --------------------------------------------------------------
         Grid Complexity: 1.03853
         Operator Complexity: 1.06767
         Total Memory Usage: 0.0266316 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.136979e-02
              0             1.82349   1.628745e-03         0.0317
              1              1.8235   1.673657e-04         0.1028
              2              1.8235   2.491949e-05         0.1489
              3              1.8235   4.921882e-06         0.1975
              4              1.8235   8.842617e-07         0.1797
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1115
         Final Residual: 		   8.842617e-07
         Total Reduction in Residual: 	   1.721365e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0210777
    setup: 0.015328 s
    solve: 0.00574976 s
    solve(per iteration): 0.00114995 s
resid in solve_pyamgx: 8.84e-07
time solve_pyamgx: 2.54e-02
time u: 2.99e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   4.686326e-02
              0             1.82349   1.406942e-03         0.0300
              1              1.8235   1.870250e-04         0.1329
              2              1.8235   2.512178e-05         0.1343
              3              1.8235   4.785174e-06         0.1905
              4              1.8235   8.842609e-07         0.1848
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1135
         Final Residual: 		   8.842609e-07
         Total Reduction in Residual: 	   1.886896e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0210992
    setup: 0.015328 s
    solve: 0.00577126 s
    solve(per iteration): 0.00115425 s
resid in solve_pyamgx: 8.84e-07
time solve_pyamgx: 6.23e-03
time v: 8.53e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   6.207921e-02
              0             1.82349   1.586719e-03         0.0256
              1              1.8235   1.539308e-04         0.0970
              2              1.8235   2.119673e-05         0.1377
              3              1.8235   4.116543e-06         0.1942
              4              1.8235   7.443998e-07         0.1808
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1037
         Final Residual: 		   7.443998e-07
         Total Reduction in Residual: 	   1.199113e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0210578
    setup: 0.015328 s
    solve: 0.00572982 s
    solve(per iteration): 0.00114596 s
resid in solve_pyamgx: 7.44e-07
time solve_pyamgx: 6.16e-03
time w: 7.79e-03
area_out 3.2
flow_in 86.76586881112289 flow_out 86.7643739812949 area_out 3.2 flow_out_new 86.76586881112289 uinc: 0.00046713432124700915
xp.sum(su3d) 1.8423040870629848e-12
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   4.364123e-01
              0             1.82349   2.846120e-01         0.6522
              1              1.8235   1.374142e-01         0.4828
              2              1.8235   6.759640e-02         0.4919
              3              1.8235   3.579540e-02         0.5295
              4              1.8235   1.853876e-02         0.5179
              5              1.8235   9.442449e-03         0.5093
              6              1.8235   4.831479e-03         0.5117
              7              1.8235   2.550639e-03         0.5279
              8              1.8235   1.374268e-03         0.5388
              9              1.8235   7.410388e-04         0.5392
             10              1.8235   5.128897e-04         0.6921
             11              1.8235   3.096115e-04         0.6037
             12              1.8235   1.728079e-04         0.5581
             13              1.8235   9.263407e-05         0.5361
             14              1.8235   5.058748e-05         0.5461
             15              1.8235   2.690046e-05         0.5318
             16              1.8235   1.447254e-05         0.5380
         --------------------------------------------------------------
         Total Iterations: 17
         Avg Convergence Rate: 		         0.5451
         Final Residual: 		   1.447254e-05
         Total Reduction in Residual: 	   3.316255e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.182458
    setup: 0.138297 s
    solve: 0.044161 s
    solve(per iteration): 0.00259771 s
resid in solve_px: 1.45e-05
time p: 5.20e-02
time Smag or Wale: 1.19e-06

comm_min_pans:  -9.19e+02, pk_max: 1.46e+03, u2prim_max: 3.53e+00, v2prim_max: 1.22e+00, w2prim_max: 3.05e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5406238945926333 0.7243008052992332 0.6174068746123053
yplus, min,max,mean 28.10255581186855 37.65039616097723 32.09386659740153
uplus, min,max,mean 21.705476735602772 27.74510405875746 23.678315135383695
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0244
           1(D)        72161            717789  0.000138         0.0187
           2(D)         1101              3565   0.00294       0.000113
         --------------------------------------------------------------
         Grid Complexity: 1.30972
         Operator Complexity: 1.4469
         Total Memory Usage: 0.0432629 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   1.498958e+00
              0             1.82349   1.488980e-02         0.0099
              1              1.8235   1.179836e-03         0.0792
              2              1.8235   1.769140e-04         0.1499
              3              1.8235   4.130996e-05         0.2335
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0725
         Final Residual: 		   4.130996e-05
         Total Reduction in Residual: 	   2.755912e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0282113
    setup: 0.0226304 s
    solve: 0.00558093 s
    solve(per iteration): 0.00139523 s
resid in solve_pyamgx: 4.13e-05
time solve_pyamgx: 3.26e-02
time k: 4.50e-02
modify_eps, ustar[-2,-2],[2,2] 0.6173159943170727 0.610698962447055
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0244
           1(D)        72373            720243  0.000138         0.0188
           2(D)          855              2479   0.00339       8.09e-05
         --------------------------------------------------------------
         Grid Complexity: 1.30957
         Operator Complexity: 1.44774
         Total Memory Usage: 0.0432935 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.247907e+01
              0             1.82349   1.987916e-01         0.0088
              1              1.8235   2.962081e-02         0.1490
              2              1.8235   6.040240e-03         0.2039
              3              1.8235   1.309657e-03         0.2168
              4              1.8235   2.952533e-04         0.2254
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1056
         Final Residual: 		   2.952533e-04
         Total Reduction in Residual: 	   1.313459e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0297222
    setup: 0.022702 s
    solve: 0.00702019 s
    solve(per iteration): 0.00140404 s
resid in solve_pyamgx: 2.95e-04
time solve_pyamgx: 3.40e-02
time eps: 4.09e-02

--time step:   8, iter:1, max residual:2.34e-08, u:6.91e-10, v:6.91e-10, w:5.82e-10, p:2.34e-08, k:2.52e-11, eps:1.41e-13, om:0.00e+00


monitor time step:   8, iter:1, u: 1.61e+01, v:-2.70e-01, w:-1.32e+00, p: 7.76e+00, k: 1.33e+00, eps: 1.93e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  1, umax: 3.13e+01, vismax: 5.60e+02, kmin: 1.55e-01, epsmin: 4.95e-01, ommin: 1.00e+00, fkmax: 4.36e+00

time one iteration: 1.92e-01
vismean_mean 1.7777777777777778e-17
modify_u, ustar[-2,-2],[2,2] 0.6173159943170727 0.610698962447055
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05         0.0238
           1(D)         9948            125176   0.00126        0.00317
           2(D)           31                67    0.0697       2.44e-06
         --------------------------------------------------------------
         Grid Complexity: 1.04219
         Operator Complexity: 1.07615
         Total Memory Usage: 0.0269882 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   1.757834e+00
              0             1.82349   4.763498e-02         0.0271
              1              1.8235   3.521490e-03         0.0739
              2              1.8235   5.078345e-04         0.1442
              3              1.8235   9.480254e-05         0.1867
              4              1.8235   1.618398e-05         0.1707
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.0984
         Final Residual: 		   1.618398e-05
         Total Reduction in Residual: 	   9.206769e-06
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0213504
    setup: 0.0155894 s
    solve: 0.00576102 s
    solve(per iteration): 0.0011522 s
resid in solve_pyamgx: 1.62e-05
time solve_pyamgx: 2.57e-02
time u: 3.17e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   1.620749e+00
              0             1.82349   4.462216e-02         0.0275
              1              1.8235   1.587973e-03         0.0356
              2              1.8235   1.942812e-04         0.1223
              3              1.8235   2.444237e-05         0.1258
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0623
         Final Residual: 		   2.444237e-05
         Total Reduction in Residual: 	   1.508091e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0201995
    setup: 0.0155894 s
    solve: 0.00461011 s
    solve(per iteration): 0.00115253 s
resid in solve_pyamgx: 2.44e-05
time solve_pyamgx: 5.01e-03
time v: 7.20e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   1.807934e+00
              0             1.82349   5.209490e-02         0.0288
              1              1.8235   2.848670e-03         0.0547
              2              1.8235   4.360275e-04         0.1531
              3              1.8235   7.206032e-05         0.1653
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0795
         Final Residual: 		   7.206032e-05
         Total Reduction in Residual: 	   3.985783e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0202013
    setup: 0.0155894 s
    solve: 0.00461197 s
    solve(per iteration): 0.00115299 s
resid in solve_pyamgx: 7.21e-05
time solve_pyamgx: 5.09e-03
time w: 6.68e-03
area_out 3.2
flow_in 86.76586881112289 flow_out 86.76440339740277 area_out 3.2 flow_out_new 86.76586881112287 uinc: 0.0004579417875349989
xp.sum(su3d) 1.6050272222400963e-11
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.179807e+00
              0             1.82349   1.306844e+00         0.5995
              1              1.8235   6.875086e-01         0.5261
              2              1.8235   3.477422e-01         0.5058
              3              1.8235   1.799945e-01         0.5176
              4              1.8235   9.299804e-02         0.5167
              5              1.8235   4.701696e-02         0.5056
              6              1.8235   2.407983e-02         0.5122
              7              1.8235   1.299728e-02         0.5398
              8              1.8235   7.064188e-03         0.5435
              9              1.8235   3.854955e-03         0.5457
             10              1.8235   2.682927e-03         0.6960
             11              1.8235   1.626419e-03         0.6062
             12              1.8235   9.188708e-04         0.5650
             13              1.8235   4.945832e-04         0.5383
             14              1.8235   2.639943e-04         0.5338
             15              1.8235   1.391410e-04         0.5271
             16              1.8235   7.418864e-05         0.5332
         --------------------------------------------------------------
         Total Iterations: 17
         Avg Convergence Rate: 		         0.5460
         Final Residual: 		   7.418864e-05
         Total Reduction in Residual: 	   3.403450e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.182519
    setup: 0.138297 s
    solve: 0.0442225 s
    solve(per iteration): 0.00260132 s
resid in solve_px: 7.42e-05
time p: 5.19e-02
time Smag or Wale: 1.19e-06

comm_min_pans:  -9.70e+02, pk_max: 1.45e+03, u2prim_max: 3.77e+00, v2prim_max: 1.30e+00, w2prim_max: 3.26e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5406457891055447 0.7244837019534481 0.6173731214505089
yplus, min,max,mean 28.10369392614212 37.65990344225778 32.09211205025203
uplus, min,max,mean 21.476767623229495 28.443662730679616 23.66358734598936
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0244
           1(D)        72216            718800  0.000138         0.0188
           2(D)         1197              3889   0.00271       0.000123
         --------------------------------------------------------------
         Grid Complexity: 1.31036
         Operator Complexity: 1.44772
         Total Memory Usage: 0.0432999 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.599140e+00
              0             1.82349   4.990875e-02         0.0192
              1              1.8235   6.213548e-03         0.1245
              2              1.8235   1.382718e-03         0.2225
              3              1.8235   3.025495e-04         0.2188
              4              1.8235   6.464759e-05         0.2137
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1200
         Final Residual: 		   6.464759e-05
         Total Reduction in Residual: 	   2.487269e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0297466
    setup: 0.0228018 s
    solve: 0.00694477 s
    solve(per iteration): 0.00138895 s
resid in solve_pyamgx: 6.46e-05
time solve_pyamgx: 3.41e-02
time k: 4.66e-02
modify_eps, ustar[-2,-2],[2,2] 0.6171314870941874 0.6101726661191162
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0244
           1(D)        72359            719419  0.000137         0.0188
           2(D)          882              2828   0.00364       8.95e-05
         --------------------------------------------------------------
         Grid Complexity: 1.30963
         Operator Complexity: 1.44745
         Total Memory Usage: 0.0432834 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.776235e+02
              0             1.82349   1.769248e+00         0.0064
              1              1.8235   2.770197e-01         0.1566
              2              1.8235   4.870171e-02         0.1758
              3              1.8235   9.915450e-03         0.2036
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0773
         Final Residual: 		   9.915450e-03
         Total Reduction in Residual: 	   3.571546e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0283785
    setup: 0.0227647 s
    solve: 0.00561386 s
    solve(per iteration): 0.00140346 s
resid in solve_pyamgx: 9.92e-03
time solve_pyamgx: 3.27e-02
time eps: 3.96e-02

--time step:   9, iter:0, max residual:1.20e-07, u:1.26e-08, v:1.91e-08, w:5.63e-08, p:1.20e-07, k:3.95e-11, eps:4.73e-12, om:0.00e+00


monitor time step:   9, iter:0, u: 1.61e+01, v:-2.04e-01, w:-1.20e+00, p: 7.31e+00, k: 1.33e+00, eps: 1.93e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  0, umax: 3.13e+01, vismax: 5.58e+02, kmin: 1.55e-01, epsmin: 4.91e-01, ommin: 1.00e+00, fkmax: 4.02e+00

time one iteration: 1.92e-01
modify_u, ustar[-2,-2],[2,2] 0.6171314870941874 0.6101726661191162
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05         0.0238
           1(D)         9952            126030   0.00127        0.00319
           2(D)           28                60    0.0765       2.19e-06
         --------------------------------------------------------------
         Grid Complexity: 1.04219
         Operator Complexity: 1.07666
         Total Memory Usage: 0.0270072 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.110983e-02
              0             1.82349   1.636196e-03         0.0320
              1              1.8235   1.740312e-04         0.1064
              2              1.8235   2.525042e-05         0.1451
              3              1.8235   4.951832e-06         0.1961
              4              1.8235   9.356167e-07         0.1889
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1129
         Final Residual: 		   9.356167e-07
         Total Reduction in Residual: 	   1.830600e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0213209
    setup: 0.0155413 s
    solve: 0.00577965 s
    solve(per iteration): 0.00115593 s
resid in solve_pyamgx: 9.36e-07
time solve_pyamgx: 2.57e-02
time u: 3.01e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   4.767595e-02
              0             1.82349   1.455563e-03         0.0305
              1              1.8235   1.985323e-04         0.1364
              2              1.8235   2.486296e-05         0.1252
              3              1.8235   5.132367e-06         0.2064
              4              1.8235   1.013397e-06         0.1975
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1163
         Final Residual: 		   1.013397e-06
         Total Reduction in Residual: 	   2.125595e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0213231
    setup: 0.0155413 s
    solve: 0.00578179 s
    solve(per iteration): 0.00115636 s
resid in solve_pyamgx: 1.01e-06
time solve_pyamgx: 6.20e-03
time v: 8.39e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   6.201664e-02
              0             1.82349   1.588301e-03         0.0256
              1              1.8235   1.566696e-04         0.0986
              2              1.8235   2.159498e-05         0.1378
              3              1.8235   4.373468e-06         0.2025
              4              1.8235   8.252553e-07         0.1887
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1059
         Final Residual: 		   8.252553e-07
         Total Reduction in Residual: 	   1.330700e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0212899
    setup: 0.0155413 s
    solve: 0.00574861 s
    solve(per iteration): 0.00114972 s
resid in solve_pyamgx: 8.25e-07
time solve_pyamgx: 6.24e-03
time w: 7.90e-03
area_out 3.2
flow_in 86.76586881112289 flow_out 86.76440550357394 area_out 3.2 flow_out_new 86.76586881112286 uinc: 0.00045728360904551124
xp.sum(su3d) 1.2736922627709646e-11
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   4.553867e-01
              0             1.82349   2.923941e-01         0.6421
              1              1.8235   1.417779e-01         0.4849
              2              1.8235   6.981940e-02         0.4925
              3              1.8235   3.667701e-02         0.5253
              4              1.8235   1.901758e-02         0.5185
              5              1.8235   9.677356e-03         0.5089
              6              1.8235   4.893396e-03         0.5057
              7              1.8235   2.569517e-03         0.5251
              8              1.8235   1.378667e-03         0.5365
              9              1.8235   7.313252e-04         0.5305
             10              1.8235   4.993844e-04         0.6828
             11              1.8235   2.953248e-04         0.5914
             12              1.8235   1.625479e-04         0.5504
             13              1.8235   8.592616e-05         0.5286
             14              1.8235   4.627034e-05         0.5385
             15              1.8235   2.451269e-05         0.5298
             16              1.8235   1.332771e-05         0.5437
         --------------------------------------------------------------
         Total Iterations: 17
         Avg Convergence Rate: 		         0.5411
         Final Residual: 		   1.332771e-05
         Total Reduction in Residual: 	   2.926681e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.182469
    setup: 0.138297 s
    solve: 0.0441717 s
    solve(per iteration): 0.00259834 s
resid in solve_px: 1.33e-05
time p: 5.19e-02
time Smag or Wale: 9.54e-07

comm_min_pans:  -9.48e+02, pk_max: 1.51e+03, u2prim_max: 3.77e+00, v2prim_max: 1.30e+00, w2prim_max: 3.26e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5408947034842938 0.7246875786098912 0.6172918793151605
yplus, min,max,mean 28.11663292179351 37.670501299980565 32.087888944936594
uplus, min,max,mean 21.576139679523447 27.72317782952397 23.669283803649332
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0244
           1(D)        72301            718777  0.000138         0.0188
           2(D)         1380              4572    0.0024       0.000143
         --------------------------------------------------------------
         Grid Complexity: 1.31149
         Operator Complexity: 1.44813
         Total Memory Usage: 0.0433273 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   1.762350e+00
              0             1.82349   1.897959e-02         0.0108
              1              1.8235   1.550171e-03         0.0817
              2              1.8235   2.039063e-04         0.1315
              3              1.8235   5.057433e-05         0.2480
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0732
         Final Residual: 		   5.057433e-05
         Total Reduction in Residual: 	   2.869711e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0281134
    setup: 0.0225933 s
    solve: 0.00552003 s
    solve(per iteration): 0.00138001 s
resid in solve_pyamgx: 5.06e-05
time solve_pyamgx: 3.24e-02
time k: 4.48e-02
modify_eps, ustar[-2,-2],[2,2] 0.6170990837575473 0.6101384112085637
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0244
           1(D)        72413            719761  0.000137         0.0188
           2(D)         1029              3381   0.00319       0.000106
         --------------------------------------------------------------
         Grid Complexity: 1.31048
         Operator Complexity: 1.448
         Total Memory Usage: 0.0433128 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   6.043314e+01
              0             1.82349   1.727369e-01         0.0029
              1              1.8235   2.920314e-02         0.1691
              2              1.8235   6.255510e-03         0.2142
              3              1.8235   1.453659e-03         0.2324
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0700
         Final Residual: 		   1.453659e-03
         Total Reduction in Residual: 	   2.405401e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0282778
    setup: 0.0226991 s
    solve: 0.00557875 s
    solve(per iteration): 0.00139469 s
resid in solve_pyamgx: 1.45e-03
time solve_pyamgx: 3.27e-02
time eps: 3.96e-02

--time step:   9, iter:1, max residual:2.18e-08, u:7.31e-10, v:7.92e-10, w:6.45e-10, p:2.18e-08, k:3.09e-11, eps:6.93e-13, om:0.00e+00


monitor time step:   9, iter:1, u: 1.61e+01, v:-2.24e-01, w:-1.19e+00, p: 7.32e+00, k: 1.33e+00, eps: 1.93e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  1, umax: 3.13e+01, vismax: 5.82e+02, kmin: 1.55e-01, epsmin: 4.91e-01, ommin: 1.00e+00, fkmax: 4.72e+00

time one iteration: 1.91e-01
vismean_mean 1.5999999999999998e-17
modify_u, ustar[-2,-2],[2,2] 0.6170990837575473 0.6101384112085637
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05         0.0238
           1(D)        11331            132569   0.00103        0.00339
           2(D)           48               120    0.0521       4.13e-06
         --------------------------------------------------------------
         Grid Complexity: 1.04811
         Operator Complexity: 1.08067
         Total Memory Usage: 0.0272275 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   1.795542e+00
              0             1.82349   4.893250e-02         0.0273
              1              1.8235   3.696210e-03         0.0755
              2              1.8235   5.519220e-04         0.1493
              3              1.8235   1.105031e-04         0.2002
              4              1.8235   1.891146e-05         0.1711
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1010
         Final Residual: 		   1.891146e-05
         Total Reduction in Residual: 	   1.053245e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0204693
    setup: 0.0147067 s
    solve: 0.00576266 s
    solve(per iteration): 0.00115253 s
resid in solve_pyamgx: 1.89e-05
time solve_pyamgx: 2.47e-02
time u: 3.08e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   1.638126e+00
              0             1.82349   4.580539e-02         0.0280
              1              1.8235   1.640205e-03         0.0358
              2              1.8235   2.169685e-04         0.1323
              3              1.8235   2.988278e-05         0.1377
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0654
         Final Residual: 		   2.988278e-05
         Total Reduction in Residual: 	   1.824205e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.019302
    setup: 0.0147067 s
    solve: 0.0045953 s
    solve(per iteration): 0.00114882 s
resid in solve_pyamgx: 2.99e-05
time solve_pyamgx: 5.00e-03
time v: 7.16e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   1.845381e+00
              0             1.82349   5.396138e-02         0.0292
              1              1.8235   3.011207e-03         0.0558
              2              1.8235   4.771800e-04         0.1585
              3              1.8235   8.094556e-05         0.1696
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0814
         Final Residual: 		   8.094556e-05
         Total Reduction in Residual: 	   4.386388e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0193303
    setup: 0.0147067 s
    solve: 0.00462365 s
    solve(per iteration): 0.00115591 s
resid in solve_pyamgx: 8.09e-05
time solve_pyamgx: 5.06e-03
time w: 6.66e-03
area_out 3.2
flow_in 86.7658688111229 flow_out 86.76443121859131 area_out 3.2 flow_out_new 86.76586881112289 uinc: 0.0004492476661210887
xp.sum(su3d) -7.73203723269944e-12
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.186525e+00
              0             1.82349   1.312466e+00         0.6003
              1              1.8235   6.888031e-01         0.5248
              2              1.8235   3.478314e-01         0.5050
              3              1.8235   1.795901e-01         0.5163
              4              1.8235   9.264270e-02         0.5159
              5              1.8235   4.675860e-02         0.5047
              6              1.8235   2.381047e-02         0.5092
              7              1.8235   1.281121e-02         0.5380
              8              1.8235   6.930338e-03         0.5410
              9              1.8235   3.729918e-03         0.5382
             10              1.8235   2.572256e-03         0.6896
             11              1.8235   1.543039e-03         0.5999
             12              1.8235   8.633388e-04         0.5595
             13              1.8235   4.637690e-04         0.5372
             14              1.8235   2.475555e-04         0.5338
             15              1.8235   1.317998e-04         0.5324
             16              1.8235   7.139344e-05         0.5417
         --------------------------------------------------------------
         Total Iterations: 17
         Avg Convergence Rate: 		         0.5446
         Final Residual: 		   7.139344e-05
         Total Reduction in Residual: 	   3.265155e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.182773
    setup: 0.138297 s
    solve: 0.0444764 s
    solve(per iteration): 0.00261626 s
resid in solve_px: 7.14e-05
time p: 5.20e-02
time Smag or Wale: 1.19e-06

comm_min_pans:  -1.07e+03, pk_max: 1.46e+03, u2prim_max: 3.97e+00, v2prim_max: 1.36e+00, w2prim_max: 3.42e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.541103656308858 0.7247713211184346 0.61730053256378
yplus, min,max,mean 28.12749464742772 37.674854378976335 32.08833875561776
uplus, min,max,mean 21.36099253599954 27.811506079327433 23.66029866436307
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0244
           1(D)        72238            718820  0.000138         0.0188
           2(D)         1519              5445   0.00236       0.000167
         --------------------------------------------------------------
         Grid Complexity: 1.31181
         Operator Complexity: 1.4487
         Total Memory Usage: 0.0433507 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.721520e+00
              0             1.82349   4.977150e-02         0.0183
              1              1.8235   6.357199e-03         0.1277
              2              1.8235   1.372250e-03         0.2159
              3              1.8235   2.972694e-04         0.2166
              4              1.8235   6.252831e-05         0.2103
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1181
         Final Residual: 		   6.252831e-05
         Total Reduction in Residual: 	   2.297551e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0297492
    setup: 0.0227922 s
    solve: 0.00695706 s
    solve(per iteration): 0.00139141 s
resid in solve_pyamgx: 6.25e-05
time solve_pyamgx: 3.41e-02
time k: 4.70e-02
modify_eps, ustar[-2,-2],[2,2] 0.6169693639252316 0.6096865524208323
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0244
           1(D)        72294            719476  0.000138         0.0188
           2(D)         1035              3735   0.00349       0.000114
         --------------------------------------------------------------
         Grid Complexity: 1.31
         Operator Complexity: 1.44805
         Total Memory Usage: 0.0433084 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.705474e+02
              0             1.82349   1.747745e+00         0.0065
              1              1.8235   2.825239e-01         0.1617
              2              1.8235   5.065215e-02         0.1793
              3              1.8235   1.041436e-02         0.2056
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0788
         Final Residual: 		   1.041436e-02
         Total Reduction in Residual: 	   3.849365e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0283216
    setup: 0.0227594 s
    solve: 0.00556221 s
    solve(per iteration): 0.00139055 s
resid in solve_pyamgx: 1.04e-02
time solve_pyamgx: 3.26e-02
time eps: 3.95e-02

--time step:  10, iter:0, max residual:1.15e-07, u:1.48e-08, v:2.33e-08, w:6.32e-08, p:1.15e-07, k:3.82e-11, eps:4.97e-12, om:0.00e+00


monitor time step:  10, iter:0, u: 1.60e+01, v:-1.59e-01, w:-1.06e+00, p: 6.88e+00, k: 1.33e+00, eps: 1.93e+02, om: 1.00e+00


-- cfl_max_x: 3.91e-01, cfl_max_y: 6.96e-01, at i=  0, j=  1


No of points cfl_x > 1:  0, No of points cfl_y > 1:  0


--time step:  1.17e-03, iter:  0, umax: 3.13e+01, vismax: 5.81e+02, kmin: 1.54e-01, epsmin: 4.88e-01, ommin: 1.00e+00, fkmax: 4.18e+00

time one iteration: 1.92e-01
time every 10th time steps: 3.76e+00
modify_u, ustar[-2,-2],[2,2] 0.6169693639252316 0.6096865524208323
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05         0.0238
           1(D)        11337            132515   0.00103        0.00338
           2(D)           47               139    0.0629       4.52e-06
         --------------------------------------------------------------
         Grid Complexity: 1.04813
         Operator Complexity: 1.08065
         Total Memory Usage: 0.027227 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.131392e-02
              0             1.82349   1.659549e-03         0.0323
              1              1.8235   1.815238e-04         0.1094
              2              1.8235   2.688021e-05         0.1481
              3              1.8235   5.217629e-06         0.1941
              4              1.8235   1.042518e-06         0.1998
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1152
         Final Residual: 		   1.042518e-06
         Total Reduction in Residual: 	   2.031647e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0205388
    setup: 0.0147389 s
    solve: 0.00579994 s
    solve(per iteration): 0.00115999 s
resid in solve_pyamgx: 1.04e-06
time solve_pyamgx: 2.49e-02
time u: 2.94e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   4.785163e-02
              0             1.82349   1.489638e-03         0.0311
              1              1.8235   2.141642e-04         0.1438
              2              1.8235   2.994073e-05         0.1398
              3              1.8235   6.089676e-06         0.2034
              4              1.8235   1.188706e-06         0.1952
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1200
         Final Residual: 		   1.188706e-06
         Total Reduction in Residual: 	   2.484150e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0204827
    setup: 0.0147389 s
    solve: 0.00574381 s
    solve(per iteration): 0.00114876 s
resid in solve_pyamgx: 1.19e-06
time solve_pyamgx: 6.18e-03
time v: 8.43e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   6.131791e-02
              0             1.82349   1.583014e-03         0.0258
              1              1.8235   1.663366e-04         0.1051
              2              1.8235   2.408079e-05         0.1448
              3              1.8235   5.100361e-06         0.2118
              4              1.8235   9.649304e-07         0.1892
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1095
         Final Residual: 		   9.649304e-07
         Total Reduction in Residual: 	   1.573652e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0205033
    setup: 0.0147389 s
    solve: 0.00576442 s
    solve(per iteration): 0.00115288 s
resid in solve_pyamgx: 9.65e-07
time solve_pyamgx: 6.31e-03
time w: 7.97e-03
area_out 3.2
flow_in 86.7658688111229 flow_out 86.76443292990865 area_out 3.2 flow_out_new 86.76586881112291 uinc: 0.00044871287945280613
xp.sum(su3d) -2.567990264878972e-11
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   4.687610e-01
              0             1.82349   2.996988e-01         0.6393
              1              1.8235   1.459373e-01         0.4869
              2              1.8235   7.214452e-02         0.4944
              3              1.8235   3.775520e-02         0.5233
              4              1.8235   1.958094e-02         0.5186
              5              1.8235   9.983915e-03         0.5099
              6              1.8235   5.052305e-03         0.5060
              7              1.8235   2.656233e-03         0.5257
              8              1.8235   1.424333e-03         0.5362
              9              1.8235   7.567413e-04         0.5313
             10              1.8235   5.130535e-04         0.6780
             11              1.8235   2.980432e-04         0.5809
             12              1.8235   1.610105e-04         0.5402
             13              1.8235   8.291624e-05         0.5150
             14              1.8235   4.333311e-05         0.5226
             15              1.8235   2.207476e-05         0.5094
         --------------------------------------------------------------
         Total Iterations: 16
         Avg Convergence Rate: 		         0.5365
         Final Residual: 		   2.207476e-05
         Total Reduction in Residual: 	   4.709172e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.179801
    setup: 0.138297 s
    solve: 0.0415043 s
    solve(per iteration): 0.00259402 s
resid in solve_px: 2.21e-05
time p: 4.91e-02
time Smag or Wale: 9.54e-07

comm_min_pans:  -1.02e+03, pk_max: 1.51e+03, u2prim_max: 3.97e+00, v2prim_max: 1.36e+00, w2prim_max: 3.42e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.541793746772759 0.724834806883323 0.617294470757182
yplus, min,max,mean 28.163366731460613 37.67815447774903 32.08802365253049
uplus, min,max,mean 21.447256118364585 27.495338030844927 23.663338856462484
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0244
           1(D)        71767            716065  0.000139         0.0187
           2(D)         1458              5644   0.00266        0.00017
         --------------------------------------------------------------
         Grid Complexity: 1.30956
         Operator Complexity: 1.44712
         Total Memory Usage: 0.0432663 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   1.980977e+00
              0             1.82349   1.799865e-02         0.0091
              1              1.8235   1.390960e-03         0.0773
              2              1.8235   2.031019e-04         0.1460
              3              1.8235   4.717071e-05         0.2323
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0699
         Final Residual: 		   4.717071e-05
         Total Reduction in Residual: 	   2.381185e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0284023
    setup: 0.0228905 s
    solve: 0.00551181 s
    solve(per iteration): 0.00137795 s
resid in solve_pyamgx: 4.72e-05
time solve_pyamgx: 3.27e-02
time k: 4.53e-02
modify_eps, ustar[-2,-2],[2,2] 0.6169537603104684 0.6096624550595078
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0244
           1(D)        71635            715335  0.000139         0.0187
           2(D)         1046              3950   0.00361       0.000119
         --------------------------------------------------------------
         Grid Complexity: 1.30726
         Operator Complexity: 1.44561
         Total Memory Usage: 0.0431868 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   6.060345e+01
              0             1.82349   1.676792e-01         0.0028
              1              1.8235   2.973035e-02         0.1773
              2              1.8235   5.912832e-03         0.1989
              3              1.8235   1.321966e-03         0.2236
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0683
         Final Residual: 		   1.321966e-03
         Total Reduction in Residual: 	   2.181338e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0282625
    setup: 0.0227063 s
    solve: 0.00555622 s
    solve(per iteration): 0.00138906 s
resid in solve_pyamgx: 1.32e-03
time solve_pyamgx: 3.26e-02
time eps: 3.95e-02

--time step:  10, iter:1, max residual:3.52e-08, u:8.14e-10, v:9.29e-10, w:7.54e-10, p:3.52e-08, k:2.88e-11, eps:6.30e-13, om:0.00e+00


monitor time step:  10, iter:1, u: 1.60e+01, v:-1.79e-01, w:-1.04e+00, p: 6.91e+00, k: 1.33e+00, eps: 1.93e+02, om: 1.00e+00


-- cfl_max_x: 3.91e-01, cfl_max_y: 6.62e-01, at i=  0, j=  1


No of points cfl_x > 1:  0, No of points cfl_y > 1:  0


--time step:  1.17e-03, iter:  1, umax: 3.13e+01, vismax: 5.91e+02, kmin: 1.51e-01, epsmin: 4.88e-01, ommin: 1.00e+00, fkmax: 5.01e+00

time one iteration: 1.88e-01
vismean_mean 1.4545454545454543e-17
modify_u, ustar[-2,-2],[2,2] 0.6169537603104684 0.6096624550595078
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05         0.0238
           1(D)        11386            132698   0.00102        0.00339
           2(D)           52               152    0.0562       4.96e-06
         --------------------------------------------------------------
         Grid Complexity: 1.04835
         Operator Complexity: 1.08077
         Total Memory Usage: 0.0272342 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   1.830537e+00
              0             1.82349   5.024759e-02         0.0274
              1              1.8235   4.126939e-03         0.0821
              2              1.8235   6.068787e-04         0.1471
              3              1.8235   1.211483e-04         0.1996
              4              1.8235   2.226200e-05         0.1838
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1040
         Final Residual: 		   2.226200e-05
         Total Reduction in Residual: 	   1.216146e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0240934
    setup: 0.0183247 s
    solve: 0.0057687 s
    solve(per iteration): 0.00115374 s
resid in solve_pyamgx: 2.23e-05
time solve_pyamgx: 2.85e-02
time u: 3.45e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   1.653408e+00
              0             1.82349   4.707318e-02         0.0285
              1              1.8235   1.699779e-03         0.0361
              2              1.8235   2.216103e-04         0.1304
              3              1.8235   3.094563e-05         0.1396
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0658
         Final Residual: 		   3.094563e-05
         Total Reduction in Residual: 	   1.871627e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0229554
    setup: 0.0183247 s
    solve: 0.00463072 s
    solve(per iteration): 0.00115768 s
resid in solve_pyamgx: 3.09e-05
time solve_pyamgx: 5.06e-03
time v: 7.25e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   1.877665e+00
              0             1.82349   5.583070e-02         0.0297
              1              1.8235   3.224566e-03         0.0578
              2              1.8235   5.164681e-04         0.1602
              3              1.8235   9.080512e-05         0.1758
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0834
         Final Residual: 		   9.080512e-05
         Total Reduction in Residual: 	   4.836065e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0229833
    setup: 0.0183247 s
    solve: 0.00465866 s
    solve(per iteration): 0.00116466 s
resid in solve_pyamgx: 9.08e-05
time solve_pyamgx: 5.10e-03
time w: 6.83e-03
area_out 3.2
flow_in 86.76586881112289 flow_out 86.7644550368323 area_out 3.2 flow_out_new 86.76586881112289 uinc: 0.0004418044658072162
xp.sum(su3d) -1.098676705169055e-12
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.184300e+00
              0             1.82349   1.316212e+00         0.6026
              1              1.8235   6.895796e-01         0.5239
              2              1.8235   3.479842e-01         0.5046
              3              1.8235   1.793440e-01         0.5154
              4              1.8235   9.235758e-02         0.5150
              5              1.8235   4.668370e-02         0.5055
              6              1.8235   2.369534e-02         0.5076
              7              1.8235   1.272728e-02         0.5371
              8              1.8235   6.862760e-03         0.5392
              9              1.8235   3.653048e-03         0.5323
             10              1.8235   2.494460e-03         0.6828
             11              1.8235   1.477668e-03         0.5924
             12              1.8235   8.135361e-04         0.5506
             13              1.8235   4.318941e-04         0.5309
             14              1.8235   2.285241e-04         0.5291
             15              1.8235   1.216243e-04         0.5322
             16              1.8235   6.667718e-05         0.5482
         --------------------------------------------------------------
         Total Iterations: 17
         Avg Convergence Rate: 		         0.5425
         Final Residual: 		   6.667718e-05
         Total Reduction in Residual: 	   3.052565e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.182591
    setup: 0.138297 s
    solve: 0.0442943 s
    solve(per iteration): 0.00260555 s
resid in solve_px: 6.67e-05
time p: 5.18e-02
time Smag or Wale: 9.54e-07

comm_min_pans:  -1.07e+03, pk_max: 1.45e+03, u2prim_max: 4.12e+00, v2prim_max: 1.41e+00, w2prim_max: 3.54e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5421574433704246 0.7248594194690775 0.6173104690162005
yplus, min,max,mean 28.182272303405753 37.679433882103446 32.08885526942988
uplus, min,max,mean 21.239921676986164 28.250967981035632 23.661241209290818
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0244
           1(D)        71788            716708  0.000139         0.0187
           2(D)         1512              6144   0.00269       0.000194
           3(D)            3                 3     0.333       1.71e-07
         --------------------------------------------------------------
         Grid Complexity: 1.30989
         Operator Complexity: 1.44783
         Total Memory Usage: 0.0433068 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.640887e+00
              0             1.82349   4.967445e-02         0.0188
              1              1.8235   6.766439e-03         0.1362
              2              1.8235   1.473089e-03         0.2177
              3              1.8235   3.155006e-04         0.2142
              4              1.8235   6.710428e-05         0.2127
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1205
         Final Residual: 		   6.710428e-05
         Total Reduction in Residual: 	   2.540975e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0312511
    setup: 0.0240374 s
    solve: 0.00721373 s
    solve(per iteration): 0.00144275 s
resid in solve_pyamgx: 6.71e-05
time solve_pyamgx: 3.56e-02
time k: 4.80e-02
modify_eps, ustar[-2,-2],[2,2] 0.6168777200633551 0.6092916916009076
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0244
           1(D)        71625            715101  0.000139         0.0187
           2(D)         1096              4090    0.0034       0.000124
         --------------------------------------------------------------
         Grid Complexity: 1.30743
         Operator Complexity: 1.44556
         Total Memory Usage: 0.0431864 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.463940e+02
              0             1.82349   1.775018e+00         0.0072
              1              1.8235   2.974262e-01         0.1676
              2              1.8235   5.277322e-02         0.1774
              3              1.8235   1.065120e-02         0.2018
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0811
         Final Residual: 		   1.065120e-02
         Total Reduction in Residual: 	   4.322834e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0284776
    setup: 0.0229045 s
    solve: 0.00557306 s
    solve(per iteration): 0.00139326 s
resid in solve_pyamgx: 1.07e-02
time solve_pyamgx: 3.29e-02
time eps: 4.01e-02

--time step:  11, iter:0, max residual:1.09e-07, u:1.74e-08, v:2.42e-08, w:7.09e-08, p:1.09e-07, k:4.10e-11, eps:5.08e-12, om:0.00e+00


monitor time step:  11, iter:0, u: 1.59e+01, v:-1.16e-01, w:-9.03e-01, p: 6.51e+00, k: 1.32e+00, eps: 1.93e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  0, umax: 3.13e+01, vismax: 5.91e+02, kmin: 1.45e-01, epsmin: 4.85e-01, ommin: 1.00e+00, fkmax: 4.43e+00

time one iteration: 1.97e-01
modify_u, ustar[-2,-2],[2,2] 0.6168777200633551 0.6092916916009076
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05         0.0238
           1(D)        11406            133480   0.00103        0.00341
           2(D)           56               160     0.051       5.26e-06
         --------------------------------------------------------------
         Grid Complexity: 1.04846
         Operator Complexity: 1.08125
         Total Memory Usage: 0.027253 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.085359e-02
              0             1.82349   1.657203e-03         0.0326
              1              1.8235   1.847167e-04         0.1115
              2              1.8235   2.940477e-05         0.1592
              3              1.8235   6.154934e-06         0.2093
              4              1.8235   1.273235e-06         0.2069
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1201
         Final Residual: 		   1.273235e-06
         Total Reduction in Residual: 	   2.503727e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0243931
    setup: 0.0184873 s
    solve: 0.00590579 s
    solve(per iteration): 0.00118116 s
resid in solve_pyamgx: 1.27e-06
time solve_pyamgx: 2.87e-02
time u: 3.32e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   4.839406e-02
              0             1.82349   1.528659e-03         0.0316
              1              1.8235   2.199550e-04         0.1439
              2              1.8235   3.021430e-05         0.1374
              3              1.8235   6.065812e-06         0.2008
              4              1.8235   1.290154e-06         0.2127
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1217
         Final Residual: 		   1.290154e-06
         Total Reduction in Residual: 	   2.665935e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0243428
    setup: 0.0184873 s
    solve: 0.00585546 s
    solve(per iteration): 0.00117109 s
resid in solve_pyamgx: 1.29e-06
time solve_pyamgx: 6.30e-03
time v: 8.62e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   6.088502e-02
              0             1.82349   1.589154e-03         0.0261
              1              1.8235   1.739493e-04         0.1095
              2              1.8235   2.458931e-05         0.1414
              3              1.8235   5.172074e-06         0.2103
              4              1.8235   1.010638e-06         0.1954
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1107
         Final Residual: 		   1.010638e-06
         Total Reduction in Residual: 	   1.659913e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0243553
    setup: 0.0184873 s
    solve: 0.00586803 s
    solve(per iteration): 0.00117361 s
resid in solve_pyamgx: 1.01e-06
time solve_pyamgx: 6.36e-03
time w: 8.07e-03
area_out 3.2
flow_in 86.76586881112289 flow_out 86.76445635124273 area_out 3.2 flow_out_new 86.76586881112289 uinc: 0.00044139371254914295
xp.sum(su3d) -9.112266496913435e-12
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   4.785030e-01
              0             1.82349   3.067726e-01         0.6411
              1              1.8235   1.507630e-01         0.4914
              2              1.8235   7.400855e-02         0.4909
              3              1.8235   3.845849e-02         0.5196
              4              1.8235   2.012776e-02         0.5234
              5              1.8235   1.032856e-02         0.5131
              6              1.8235   5.246973e-03         0.5080
              7              1.8235   2.805053e-03         0.5346
              8              1.8235   1.527720e-03         0.5446
              9              1.8235   8.185241e-04         0.5358
             10              1.8235   5.556249e-04         0.6788
             11              1.8235   3.233089e-04         0.5819
             12              1.8235   1.748929e-04         0.5409
             13              1.8235   9.000175e-05         0.5146
             14              1.8235   4.698097e-05         0.5220
             15              1.8235   2.391221e-05         0.5090
         --------------------------------------------------------------
         Total Iterations: 16
         Avg Convergence Rate: 		         0.5385
         Final Residual: 		   2.391221e-05
         Total Reduction in Residual: 	   4.997295e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.180324
    setup: 0.138297 s
    solve: 0.042027 s
    solve(per iteration): 0.00262669 s
resid in solve_px: 2.39e-05
time p: 4.99e-02
time Smag or Wale: 9.54e-07

comm_min_pans:  -1.05e+03, pk_max: 1.49e+03, u2prim_max: 4.12e+00, v2prim_max: 1.41e+00, w2prim_max: 3.54e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.543122789407795 0.7248211895774265 0.617338582523615
yplus, min,max,mean 28.232452643498583 37.67744662687009 32.090316657687204
uplus, min,max,mean 21.315526515103418 27.579965174124982 23.663029679274047
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0244
           1(D)        71607            714429  0.000139         0.0187
           2(D)         1754              7750   0.00252       0.000226
         --------------------------------------------------------------
         Grid Complexity: 1.31014
         Operator Complexity: 1.44741
         Total Memory Usage: 0.0432816 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.195191e+00
              0             1.82349   2.318208e-02         0.0106
              1              1.8235   1.716344e-03         0.0740
              2              1.8235   2.104543e-04         0.1226
              3              1.8235   4.884508e-05         0.2321
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0687
         Final Residual: 		   4.884508e-05
         Total Reduction in Residual: 	   2.225095e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0285058
    setup: 0.0229352 s
    solve: 0.00557053 s
    solve(per iteration): 0.00139263 s
resid in solve_pyamgx: 4.88e-05
time solve_pyamgx: 3.29e-02
time k: 4.56e-02
modify_eps, ustar[-2,-2],[2,2] 0.6168772149420956 0.6092829685648433
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0244
           1(D)        71729            716011  0.000139         0.0187
           2(D)         1229              4901   0.00324       0.000155
           3(D)            2                 2       0.5       1.19e-07
         --------------------------------------------------------------
         Grid Complexity: 1.30844
         Operator Complexity: 1.44662
         Total Memory Usage: 0.0432455 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.170584e+01
              0             1.82349   1.652206e-01         0.0032
              1              1.8235   2.804255e-02         0.1697
              2              1.8235   5.515409e-03         0.1967
              3              1.8235   1.218201e-03         0.2209
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0697
         Final Residual: 		   1.218201e-03
         Total Reduction in Residual: 	   2.356021e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0295114
    setup: 0.0237219 s
    solve: 0.0057895 s
    solve(per iteration): 0.00144738 s
resid in solve_pyamgx: 1.22e-03
time solve_pyamgx: 3.38e-02
time eps: 4.08e-02

--time step:  11, iter:1, max residual:3.94e-08, u:9.95e-10, v:1.01e-09, w:7.90e-10, p:3.94e-08, k:2.98e-11, eps:5.81e-13, om:0.00e+00


monitor time step:  11, iter:1, u: 1.59e+01, v:-1.36e-01, w:-8.90e-01, p: 6.55e+00, k: 1.32e+00, eps: 1.93e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  1, umax: 3.13e+01, vismax: 5.93e+02, kmin: 1.43e-01, epsmin: 4.85e-01, ommin: 1.00e+00, fkmax: 4.77e+00

time one iteration: 1.94e-01
vismean_mean 1.3333333333333332e-17
modify_u, ustar[-2,-2],[2,2] 0.6168772149420956 0.6092829685648433
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05         0.0239
           1(D)        12268            148108  0.000984        0.00377
           2(D)           66               188    0.0432       6.18e-06
         --------------------------------------------------------------
         Grid Complexity: 1.05214
         Operator Complexity: 1.09016
         Total Memory Usage: 0.027626 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   1.862968e+00
              0             1.82349   5.114723e-02         0.0275
              1              1.8235   4.369541e-03         0.0854
              2              1.8235   6.868764e-04         0.1572
              3              1.8235   1.435231e-04         0.2090
              4              1.8235   2.613491e-05         0.1821
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1070
         Final Residual: 		   2.613491e-05
         Total Reduction in Residual: 	   1.402864e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0242849
    setup: 0.0184399 s
    solve: 0.00584499 s
    solve(per iteration): 0.001169 s
resid in solve_pyamgx: 2.61e-05
time solve_pyamgx: 2.87e-02
time u: 3.47e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   1.666683e+00
              0             1.82349   4.819987e-02         0.0289
              1              1.8235   1.741935e-03         0.0361
              2              1.8235   2.322936e-04         0.1334
              3              1.8235   3.413054e-05         0.1469
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0673
         Final Residual: 		   3.413054e-05
         Total Reduction in Residual: 	   2.047812e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0231216
    setup: 0.0184399 s
    solve: 0.0046817 s
    solve(per iteration): 0.00117042 s
resid in solve_pyamgx: 3.41e-05
time solve_pyamgx: 5.10e-03
time v: 7.36e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   1.903935e+00
              0             1.82349   5.735923e-02         0.0301
              1              1.8235   3.306313e-03         0.0576
              2              1.8235   5.563718e-04         0.1683
              3              1.8235   1.053012e-04         0.1893
              4              1.8235   1.938921e-05         0.1841
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1004
         Final Residual: 		   1.938921e-05
         Total Reduction in Residual: 	   1.018376e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0242747
    setup: 0.0184399 s
    solve: 0.00583478 s
    solve(per iteration): 0.00116696 s
resid in solve_pyamgx: 1.94e-05
time solve_pyamgx: 6.33e-03
time w: 7.95e-03
area_out 3.2
flow_in 86.76586881112289 flow_out 86.76447518298143 area_out 3.2 flow_out_new 86.76586881112289 uinc: 0.000435508794205397
xp.sum(su3d) -2.155386980007279e-12
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.179168e+00
              0             1.82349   1.318826e+00         0.6052
              1              1.8235   6.894380e-01         0.5228
              2              1.8235   3.473141e-01         0.5038
              3              1.8235   1.789137e-01         0.5151
              4              1.8235   9.234092e-02         0.5161
              5              1.8235   4.675371e-02         0.5063
              6              1.8235   2.375767e-02         0.5081
              7              1.8235   1.281587e-02         0.5394
              8              1.8235   6.926062e-03         0.5404
              9              1.8235   3.664939e-03         0.5292
             10              1.8235   2.486591e-03         0.6785
             11              1.8235   1.459050e-03         0.5868
             12              1.8235   7.935792e-04         0.5439
             13              1.8235   4.163728e-04         0.5247
             14              1.8235   2.166633e-04         0.5204
             15              1.8235   1.139716e-04         0.5260
             16              1.8235   6.221740e-05         0.5459
         --------------------------------------------------------------
         Total Iterations: 17
         Avg Convergence Rate: 		         0.5404
         Final Residual: 		   6.221740e-05
         Total Reduction in Residual: 	   2.855099e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.182736
    setup: 0.138297 s
    solve: 0.044439 s
    solve(per iteration): 0.00261406 s
resid in solve_px: 6.22e-05
time p: 5.22e-02
time Smag or Wale: 9.54e-07

comm_min_pans:  -1.06e+03, pk_max: 1.43e+03, u2prim_max: 4.25e+00, v2prim_max: 1.44e+00, w2prim_max: 3.63e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5435940096495155 0.7248027949436753 0.6173717071492905
yplus, min,max,mean 28.2569474785865 37.676490442308506 32.09203853245282
uplus, min,max,mean 21.112506245234734 28.557139614549623 23.667077567177447
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0244
           1(D)        71742            715712  0.000139         0.0187
           2(D)         1851              8843   0.00258       0.000253
         --------------------------------------------------------------
         Grid Complexity: 1.31112
         Operator Complexity: 1.44888
         Total Memory Usage: 0.0433461 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.538457e+00
              0             1.82349   5.035685e-02         0.0198
              1              1.8235   6.916592e-03         0.1374
              2              1.8235   1.518017e-03         0.2195
              3              1.8235   3.326923e-04         0.2192
              4              1.8235   7.206526e-05         0.2166
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1232
         Final Residual: 		   7.206526e-05
         Total Reduction in Residual: 	   2.838939e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0299741
    setup: 0.0230989 s
    solve: 0.00687514 s
    solve(per iteration): 0.00137503 s
resid in solve_pyamgx: 7.21e-05
time solve_pyamgx: 3.43e-02
time k: 4.69e-02
modify_eps, ustar[-2,-2],[2,2] 0.6168528544229244 0.6090261335641355
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0244
           1(D)        71582            714982   0.00014         0.0187
           2(D)         1345              5645   0.00312       0.000166
         --------------------------------------------------------------
         Grid Complexity: 1.3083
         Operator Complexity: 1.44645
         Total Memory Usage: 0.0432274 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.157441e+02
              0             1.82349   1.791078e+00         0.0083
              1              1.8235   2.992060e-01         0.1671
              2              1.8235   5.447293e-02         0.1821
              3              1.8235   1.137592e-02         0.2088
              4              1.8235   2.616991e-03         0.2300
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1039
         Final Residual: 		   2.616991e-03
         Total Reduction in Residual: 	   1.213007e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0298186
    setup: 0.0228761 s
    solve: 0.00694256 s
    solve(per iteration): 0.00138851 s
resid in solve_pyamgx: 2.62e-03
time solve_pyamgx: 3.43e-02
time eps: 4.12e-02

--time step:  12, iter:0, max residual:1.04e-07, u:2.04e-08, v:2.67e-08, w:1.51e-08, p:1.04e-07, k:4.40e-11, eps:1.25e-12, om:0.00e+00


monitor time step:  12, iter:0, u: 1.58e+01, v:-7.53e-02, w:-7.39e-01, p: 6.15e+00, k: 1.32e+00, eps: 1.92e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  0, umax: 3.13e+01, vismax: 5.95e+02, kmin: 1.39e-01, epsmin: 4.81e-01, ommin: 1.00e+00, fkmax: 4.51e+00

time one iteration: 1.98e-01
modify_u, ustar[-2,-2],[2,2] 0.6168528544229244 0.6090261335641355
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05         0.0239
           1(D)        12283            148245  0.000983        0.00377
           2(D)           71               225    0.0446       7.16e-06
         --------------------------------------------------------------
         Grid Complexity: 1.05223
         Operator Complexity: 1.09027
         Total Memory Usage: 0.0276309 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.087013e-02
              0             1.82349   1.682185e-03         0.0331
              1              1.8235   1.976752e-04         0.1175
              2              1.8235   3.235770e-05         0.1637
              3              1.8235   7.439174e-06         0.2299
              4              1.8235   1.617813e-06         0.2175
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1260
         Final Residual: 		   1.617813e-06
         Total Reduction in Residual: 	   3.180281e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0243597
    setup: 0.0185217 s
    solve: 0.00583805 s
    solve(per iteration): 0.00116761 s
resid in solve_pyamgx: 1.62e-06
time solve_pyamgx: 2.87e-02
time u: 3.32e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   4.892853e-02
              0             1.82349   1.560739e-03         0.0319
              1              1.8235   2.340044e-04         0.1499
              2              1.8235   3.325223e-05         0.1421
              3              1.8235   6.775040e-06         0.2037
              4              1.8235   1.469430e-06         0.2169
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1246
         Final Residual: 		   1.469430e-06
         Total Reduction in Residual: 	   3.003216e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0243626
    setup: 0.0185217 s
    solve: 0.0058409 s
    solve(per iteration): 0.00116818 s
resid in solve_pyamgx: 1.47e-06
time solve_pyamgx: 6.31e-03
time v: 8.62e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.989013e-02
              0             1.82349   1.586393e-03         0.0265
              1              1.8235   1.847375e-04         0.1165
              2              1.8235   2.612660e-05         0.1414
              3              1.8235   5.443526e-06         0.2084
              4              1.8235   1.097319e-06         0.2016
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1129
         Final Residual: 		   1.097319e-06
         Total Reduction in Residual: 	   1.832220e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0243388
    setup: 0.0185217 s
    solve: 0.00581712 s
    solve(per iteration): 0.00116342 s
resid in solve_pyamgx: 1.10e-06
time solve_pyamgx: 6.25e-03
time w: 7.88e-03
area_out 3.2
flow_in 86.76586881112289 flow_out 86.76447611955447 area_out 3.2 flow_out_new 86.76586881112287 uinc: 0.00043521611512886693
xp.sum(su3d) 5.113687251423471e-13
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   4.896981e-01
              0             1.82349   3.113954e-01         0.6359
              1              1.8235   1.541822e-01         0.4951
              2              1.8235   7.599080e-02         0.4929
              3              1.8235   3.936234e-02         0.5180
              4              1.8235   2.065446e-02         0.5247
              5              1.8235   1.069620e-02         0.5179
              6              1.8235   5.514367e-03         0.5155
              7              1.8235   3.009645e-03         0.5458
              8              1.8235   1.667320e-03         0.5540
              9              1.8235   9.086495e-04         0.5450
             10              1.8235   6.204933e-04         0.6829
             11              1.8235   3.637743e-04         0.5863
             12              1.8235   1.995800e-04         0.5486
             13              1.8235   1.042576e-04         0.5224
             14              1.8235   5.549045e-05         0.5322
             15              1.8235   2.884836e-05         0.5199
             16              1.8235   1.572782e-05         0.5452
         --------------------------------------------------------------
         Total Iterations: 17
         Avg Convergence Rate: 		         0.5441
         Final Residual: 		   1.572782e-05
         Total Reduction in Residual: 	   3.211737e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.182829
    setup: 0.138297 s
    solve: 0.0445317 s
    solve(per iteration): 0.00261951 s
resid in solve_px: 1.57e-05
time p: 5.23e-02
time Smag or Wale: 9.54e-07

comm_min_pans:  -1.09e+03, pk_max: 1.46e+03, u2prim_max: 4.25e+00, v2prim_max: 1.44e+00, w2prim_max: 3.63e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5446447418677489 0.7251029170537724 0.6174220755554555
yplus, min,max,mean 28.311566338576924 37.692091303524116 32.09465676845676
uplus, min,max,mean 21.17699184563009 27.715604125822438 23.668002961466286
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0244
           1(D)        70925            713687  0.000142         0.0186
           2(D)         1900              9998   0.00277       0.000294
           3(D)            3                 3     0.333       1.71e-07
         --------------------------------------------------------------
         Grid Complexity: 1.30788
         Operator Complexity: 1.44834
         Total Memory Usage: 0.0433006 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.256408e+00
              0             1.82349   2.429035e-02         0.0108
              1              1.8235   1.701641e-03         0.0701
              2              1.8235   2.108168e-04         0.1239
              3              1.8235   5.017871e-05         0.2380
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0687
         Final Residual: 		   5.017871e-05
         Total Reduction in Residual: 	   2.223832e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0300427
    setup: 0.0242442 s
    solve: 0.00579846 s
    solve(per iteration): 0.00144962 s
resid in solve_pyamgx: 5.02e-05
time solve_pyamgx: 3.45e-02
time k: 4.71e-02
modify_eps, ustar[-2,-2],[2,2] 0.6168659577341258 0.6090414102926333
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0244
           1(D)        71009            715597  0.000142         0.0187
           2(D)         1486              6770   0.00307       0.000196
         --------------------------------------------------------------
         Grid Complexity: 1.30648
         Operator Complexity: 1.44752
         Total Memory Usage: 0.0432427 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   4.916938e+01
              0             1.82349   1.662369e-01         0.0034
              1              1.8235   2.975499e-02         0.1790
              2              1.8235   6.095823e-03         0.2049
              3              1.8235   1.362351e-03         0.2235
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0726
         Final Residual: 		   1.362351e-03
         Total Reduction in Residual: 	   2.770731e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0286262
    setup: 0.0230523 s
    solve: 0.00557389 s
    solve(per iteration): 0.00139347 s
resid in solve_pyamgx: 1.36e-03
time solve_pyamgx: 3.30e-02
time eps: 4.00e-02

--time step:  12, iter:1, max residual:2.74e-08, u:1.26e-09, v:1.15e-09, w:8.57e-10, p:2.74e-08, k:3.06e-11, eps:6.50e-13, om:0.00e+00


monitor time step:  12, iter:1, u: 1.58e+01, v:-9.54e-02, w:-7.27e-01, p: 6.20e+00, k: 1.32e+00, eps: 1.92e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  1, umax: 3.13e+01, vismax: 5.92e+02, kmin: 1.45e-01, epsmin: 4.81e-01, ommin: 1.00e+00, fkmax: 4.78e+00

time one iteration: 1.97e-01
vismean_mean 1.2307692307692306e-17
modify_u, ustar[-2,-2],[2,2] 0.6168659577341258 0.6090414102926333
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05         0.0239
           1(D)        12962            149116  0.000888        0.00382
           2(D)           83               309    0.0449        9.4e-06
         --------------------------------------------------------------
         Grid Complexity: 1.05515
         Operator Complexity: 1.09085
         Total Memory Usage: 0.0276882 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   1.894487e+00
              0             1.82349   5.173072e-02         0.0273
              1              1.8235   4.551861e-03         0.0880
              2              1.8235   7.225385e-04         0.1587
              3              1.8235   1.487660e-04         0.2059
              4              1.8235   2.822423e-05         0.1897
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1083
         Final Residual: 		   2.822423e-05
         Total Reduction in Residual: 	   1.489809e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0243123
    setup: 0.0184609 s
    solve: 0.00585142 s
    solve(per iteration): 0.00117028 s
resid in solve_pyamgx: 2.82e-05
time solve_pyamgx: 2.87e-02
time u: 3.49e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   1.678380e+00
              0             1.82349   4.904782e-02         0.0292
              1              1.8235   1.805353e-03         0.0368
              2              1.8235   2.513776e-04         0.1392
              3              1.8235   3.788906e-05         0.1507
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0689
         Final Residual: 		   3.788906e-05
         Total Reduction in Residual: 	   2.257478e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0231198
    setup: 0.0184609 s
    solve: 0.00465891 s
    solve(per iteration): 0.00116473 s
resid in solve_pyamgx: 3.79e-05
time solve_pyamgx: 5.13e-03
time v: 7.39e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   1.925326e+00
              0             1.82349   5.853851e-02         0.0304
              1              1.8235   3.452758e-03         0.0590
              2              1.8235   5.870672e-04         0.1700
              3              1.8235   1.138483e-04         0.1939
              4              1.8235   2.219700e-05         0.1950
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1029
         Final Residual: 		   2.219700e-05
         Total Reduction in Residual: 	   1.152896e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.024298
    setup: 0.0184609 s
    solve: 0.00583706 s
    solve(per iteration): 0.00116741 s
resid in solve_pyamgx: 2.22e-05
time solve_pyamgx: 6.34e-03
time w: 8.03e-03
area_out 3.2
flow_in 86.76586881112287 flow_out 86.76449204560117 area_out 3.2 flow_out_new 86.76586881112289 uinc: 0.00043023922553064864
xp.sum(su3d) 7.995382134140527e-12
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.169760e+00
              0             1.82349   1.319270e+00         0.6080
              1              1.8235   6.890424e-01         0.5223
              2              1.8235   3.476153e-01         0.5045
              3              1.8235   1.789796e-01         0.5149
              4              1.8235   9.251271e-02         0.5169
              5              1.8235   4.711100e-02         0.5092
              6              1.8235   2.401228e-02         0.5097
              7              1.8235   1.303150e-02         0.5427
              8              1.8235   7.076622e-03         0.5430
              9              1.8235   3.747815e-03         0.5296
             10              1.8235   2.534772e-03         0.6763
             11              1.8235   1.479133e-03         0.5835
             12              1.8235   7.987592e-04         0.5400
             13              1.8235   4.158543e-04         0.5206
             14              1.8235   2.137179e-04         0.5139
             15              1.8235   1.111917e-04         0.5203
             16              1.8235   6.017096e-05         0.5411
         --------------------------------------------------------------
         Total Iterations: 17
         Avg Convergence Rate: 		         0.5394
         Final Residual: 		   6.017096e-05
         Total Reduction in Residual: 	   2.773162e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.182692
    setup: 0.138297 s
    solve: 0.0443953 s
    solve(per iteration): 0.00261149 s
resid in solve_px: 6.02e-05
time p: 5.21e-02
time Smag or Wale: 1.19e-06

comm_min_pans:  -1.06e+03, pk_max: 1.41e+03, u2prim_max: 4.34e+00, v2prim_max: 1.47e+00, w2prim_max: 3.68e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5451516305036815 0.7253104273528534 0.617468053825581
yplus, min,max,mean 28.337915277874973 37.70287804421351 32.097046797671624
uplus, min,max,mean 20.975842820470348 28.486668020759645 23.67798142412408
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0244
           1(D)        70943            714719  0.000142         0.0186
           2(D)         2004             11222   0.00279       0.000326
           3(D)            4                 6     0.375       2.68e-07
         --------------------------------------------------------------
         Grid Complexity: 1.3084
         Operator Complexity: 1.44974
         Total Memory Usage: 0.0433575 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.368940e+00
              0             1.82349   4.950114e-02         0.0209
              1              1.8235   6.939464e-03         0.1402
              2              1.8235   1.542910e-03         0.2223
              3              1.8235   3.674514e-04         0.2382
              4              1.8235   8.609693e-05         0.2343
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1294
         Final Residual: 		   8.609693e-05
         Total Reduction in Residual: 	   3.634408e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0314643
    setup: 0.0242294 s
    solve: 0.00723494 s
    solve(per iteration): 0.00144699 s
resid in solve_pyamgx: 8.61e-05
time solve_pyamgx: 3.59e-02
time k: 4.85e-02
modify_eps, ustar[-2,-2],[2,2] 0.6168903973542117 0.6089544158697304
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0244
           1(D)        71074            715682  0.000142         0.0187
           2(D)         1588              7886   0.00313       0.000224
         --------------------------------------------------------------
         Grid Complexity: 1.30718
         Operator Complexity: 1.44827
         Total Memory Usage: 0.0432775 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   1.847895e+02
              0             1.82349   1.780619e+00         0.0096
              1              1.8235   2.928470e-01         0.1645
              2              1.8235   5.833024e-02         0.1992
              3              1.8235   1.328071e-02         0.2277
              4              1.8235   3.248396e-03         0.2446
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1119
         Final Residual: 		   3.248396e-03
         Total Reduction in Residual: 	   1.757889e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0299038
    setup: 0.0229611 s
    solve: 0.00694272 s
    solve(per iteration): 0.00138854 s
resid in solve_pyamgx: 3.25e-03
time solve_pyamgx: 3.44e-02
time eps: 4.14e-02

--time step:  13, iter:0, max residual:1.03e-07, u:2.21e-08, v:2.96e-08, w:1.73e-08, p:1.03e-07, k:5.25e-11, eps:1.55e-12, om:0.00e+00


monitor time step:  13, iter:0, u: 1.56e+01, v:-3.64e-02, w:-5.70e-01, p: 5.81e+00, k: 1.32e+00, eps: 1.92e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  0, umax: 3.14e+01, vismax: 5.92e+02, kmin: 1.41e-01, epsmin: 4.78e-01, ommin: 1.00e+00, fkmax: 4.59e+00

time one iteration: 2.00e-01
modify_u, ustar[-2,-2],[2,2] 0.6168903973542117 0.6089544158697304
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05         0.0239
           1(D)        12967            149041  0.000886        0.00382
           2(D)           85               325     0.045       9.81e-06
         --------------------------------------------------------------
         Grid Complexity: 1.05518
         Operator Complexity: 1.09081
         Total Memory Usage: 0.0276872 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.014230e-02
              0             1.82349   1.668841e-03         0.0333
              1              1.8235   2.006358e-04         0.1202
              2              1.8235   3.159818e-05         0.1575
              3              1.8235   6.814378e-06         0.2157
              4              1.8235   1.482412e-06         0.2175
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1242
         Final Residual: 		   1.482412e-06
         Total Reduction in Residual: 	   2.956410e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.024248
    setup: 0.0184318 s
    solve: 0.00581619 s
    solve(per iteration): 0.00116324 s
resid in solve_pyamgx: 1.48e-06
time solve_pyamgx: 2.86e-02
time u: 3.31e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   4.895796e-02
              0             1.82349   1.582858e-03         0.0323
              1              1.8235   2.396486e-04         0.1514
              2              1.8235   3.469048e-05         0.1448
              3              1.8235   7.243817e-06         0.2088
              4              1.8235   1.560527e-06         0.2154
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1261
         Final Residual: 		   1.560527e-06
         Total Reduction in Residual: 	   3.187484e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0242512
    setup: 0.0184318 s
    solve: 0.00581946 s
    solve(per iteration): 0.00116389 s
resid in solve_pyamgx: 1.56e-06
time solve_pyamgx: 6.28e-03
time v: 8.60e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.976787e-02
              0             1.82349   1.586235e-03         0.0265
              1              1.8235   1.849899e-04         0.1166
              2              1.8235   2.767402e-05         0.1496
              3              1.8235   6.174308e-06         0.2231
              4              1.8235   1.253390e-06         0.2030
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1160
         Final Residual: 		   1.253390e-06
         Total Reduction in Residual: 	   2.097097e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0242399
    setup: 0.0184318 s
    solve: 0.00580813 s
    solve(per iteration): 0.00116163 s
resid in solve_pyamgx: 1.25e-06
time solve_pyamgx: 6.22e-03
time w: 7.88e-03
area_out 3.2
flow_in 86.76586881112287 flow_out 86.7644926380041 area_out 3.2 flow_out_new 86.76586881112287 uinc: 0.0004300540996160507
xp.sum(su3d) 1.216204914555874e-11
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   4.861255e-01
              0             1.82349   3.155504e-01         0.6491
              1              1.8235   1.568628e-01         0.4971
              2              1.8235   7.722903e-02         0.4923
              3              1.8235   3.977164e-02         0.5150
              4              1.8235   2.094602e-02         0.5267
              5              1.8235   1.096530e-02         0.5235
              6              1.8235   5.731604e-03         0.5227
              7              1.8235   3.191576e-03         0.5568
              8              1.8235   1.786166e-03         0.5597
              9              1.8235   9.791703e-04         0.5482
             10              1.8235   6.695249e-04         0.6838
             11              1.8235   3.942434e-04         0.5888
             12              1.8235   2.195112e-04         0.5568
             13              1.8235   1.164594e-04         0.5305
             14              1.8235   6.286623e-05         0.5398
             15              1.8235   3.268761e-05         0.5200
             16              1.8235   1.785905e-05         0.5464
         --------------------------------------------------------------
         Total Iterations: 17
         Avg Convergence Rate: 		         0.5484
         Final Residual: 		   1.785905e-05
         Total Reduction in Residual: 	   3.673753e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.182714
    setup: 0.138297 s
    solve: 0.044417 s
    solve(per iteration): 0.00261277 s
resid in solve_px: 1.79e-05
time p: 5.22e-02
time Smag or Wale: 1.67e-06

comm_min_pans:  -1.09e+03, pk_max: 1.43e+03, u2prim_max: 4.34e+00, v2prim_max: 1.47e+00, w2prim_max: 3.68e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5461085514902864 0.725540639400858 0.6175426729243585
yplus, min,max,mean 28.38765766940185 37.7148448606867 32.100925626204734
uplus, min,max,mean 21.0289756284322 28.0538617035234 23.67787265011658
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0244
           1(D)        70915            714105  0.000142         0.0186
           2(D)         2195             13393   0.00278       0.000381
           3(D)            2                 2       0.5       1.19e-07
         --------------------------------------------------------------
         Grid Complexity: 1.30908
         Operator Complexity: 1.4507
         Total Memory Usage: 0.0434007 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.416573e+00
              0             1.82349   2.947587e-02         0.0122
              1              1.8235   2.340054e-03         0.0794
              2              1.8235   2.295817e-04         0.0981
              3              1.8235   5.961102e-05         0.2597
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0705
         Final Residual: 		   5.961102e-05
         Total Reduction in Residual: 	   2.466758e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0296418
    setup: 0.0238489 s
    solve: 0.00579296 s
    solve(per iteration): 0.00144824 s
resid in solve_pyamgx: 5.96e-05
time solve_pyamgx: 3.40e-02
time k: 4.65e-02
modify_eps, ustar[-2,-2],[2,2] 0.6169157889996124 0.6090008093894065
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0244
           1(D)        71025            715509  0.000142         0.0187
           2(D)         1676              8658   0.00308       0.000256
           3(D)            3                 3     0.333       1.71e-07
         --------------------------------------------------------------
         Grid Complexity: 1.30736
         Operator Complexity: 1.44864
         Total Memory Usage: 0.0433049 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.198935e+01
              0             1.82349   1.703776e-01         0.0033
              1              1.8235   3.127920e-02         0.1836
              2              1.8235   6.579053e-03         0.2103
              3              1.8235   1.514658e-03         0.2302
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0735
         Final Residual: 		   1.514658e-03
         Total Reduction in Residual: 	   2.913400e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0300021
    setup: 0.0242196 s
    solve: 0.0057825 s
    solve(per iteration): 0.00144562 s
resid in solve_pyamgx: 1.51e-03
time solve_pyamgx: 3.44e-02
time eps: 4.15e-02

--time step:  13, iter:1, max residual:3.12e-08, u:1.16e-09, v:1.22e-09, w:9.79e-10, p:3.12e-08, k:3.64e-11, eps:7.22e-13, om:0.00e+00


monitor time step:  13, iter:1, u: 1.56e+01, v:-5.62e-02, w:-5.58e-01, p: 5.86e+00, k: 1.32e+00, eps: 1.92e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  1, umax: 3.14e+01, vismax: 5.85e+02, kmin: 1.41e-01, epsmin: 4.78e-01, ommin: 1.00e+00, fkmax: 5.01e+00

time one iteration: 1.98e-01
vismean_mean 1.1428571428571428e-17
modify_u, ustar[-2,-2],[2,2] 0.6169157889996124 0.6090008093894065
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05         0.0239
           1(D)        12959            148401  0.000884         0.0038
           2(D)          105               437    0.0396       1.29e-05
         --------------------------------------------------------------
         Grid Complexity: 1.05523
         Operator Complexity: 1.09049
         Total Memory Usage: 0.0276759 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   1.925338e+00
              0             1.82349   5.210807e-02         0.0271
              1              1.8235   4.718310e-03         0.0905
              2              1.8235   7.878388e-04         0.1670
              3              1.8235   1.689660e-04         0.2145
              4              1.8235   3.147310e-05         0.1863
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1103
         Final Residual: 		   3.147310e-05
         Total Reduction in Residual: 	   1.634679e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0245457
    setup: 0.0186954 s
    solve: 0.0058503 s
    solve(per iteration): 0.00117006 s
resid in solve_pyamgx: 3.15e-05
time solve_pyamgx: 2.90e-02
time u: 3.52e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   1.689955e+00
              0             1.82349   4.956852e-02         0.0293
              1              1.8235   1.810012e-03         0.0365
              2              1.8235   2.541760e-04         0.1404
              3              1.8235   4.132832e-05         0.1626
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0703
         Final Residual: 		   4.132832e-05
         Total Reduction in Residual: 	   2.445528e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0233701
    setup: 0.0186954 s
    solve: 0.00467469 s
    solve(per iteration): 0.00116867 s
resid in solve_pyamgx: 4.13e-05
time solve_pyamgx: 5.11e-03
time v: 7.35e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   1.943141e+00
              0             1.82349   5.919110e-02         0.0305
              1              1.8235   3.507672e-03         0.0593
              2              1.8235   6.148955e-04         0.1753
              3              1.8235   1.244603e-04         0.2024
              4              1.8235   2.466051e-05         0.1981
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1049
         Final Residual: 		   2.466051e-05
         Total Reduction in Residual: 	   1.269106e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0245117
    setup: 0.0186954 s
    solve: 0.00581632 s
    solve(per iteration): 0.00116326 s
resid in solve_pyamgx: 2.47e-05
time solve_pyamgx: 6.26e-03
time w: 8.06e-03
area_out 3.2
flow_in 86.76586881112289 flow_out 86.76450605261718 area_out 3.2 flow_out_new 86.7658688111229 uinc: 0.0004258620330332974
xp.sum(su3d) -5.430544902651491e-12
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.155905e+00
              0             1.82349   1.319985e+00         0.6123
              1              1.8235   6.889885e-01         0.5220
              2              1.8235   3.481613e-01         0.5053
              3              1.8235   1.793428e-01         0.5151
              4              1.8235   9.280461e-02         0.5175
              5              1.8235   4.761906e-02         0.5131
              6              1.8235   2.443482e-02         0.5131
              7              1.8235   1.334962e-02         0.5463
              8              1.8235   7.299122e-03         0.5468
              9              1.8235   3.878463e-03         0.5314
             10              1.8235   2.624343e-03         0.6766
             11              1.8235   1.530392e-03         0.5832
             12              1.8235   8.267603e-04         0.5402
             13              1.8235   4.319028e-04         0.5224
             14              1.8235   2.225443e-04         0.5153
             15              1.8235   1.156990e-04         0.5199
             16              1.8235   6.277963e-05         0.5426
         --------------------------------------------------------------
         Total Iterations: 17
         Avg Convergence Rate: 		         0.5410
         Final Residual: 		   6.277963e-05
         Total Reduction in Residual: 	   2.911986e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.182835
    setup: 0.138297 s
    solve: 0.0445379 s
    solve(per iteration): 0.00261987 s
resid in solve_px: 6.28e-05
time p: 5.25e-02
time Smag or Wale: 7.15e-07

comm_min_pans:  -1.10e+03, pk_max: 1.39e+03, u2prim_max: 4.40e+00, v2prim_max: 1.48e+00, w2prim_max: 3.70e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5465653695284842 0.7256835572052118 0.617600476865406
yplus, min,max,mean 28.411403853288146 37.7222739728912 32.10393037404455
uplus, min,max,mean 20.828179472059627 28.711945125354173 23.69338545651851
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0244
           1(D)        70936            714228  0.000142         0.0186
           2(D)         2230             14094   0.00283       0.000398
           3(D)            2                 2       0.5       1.19e-07
         --------------------------------------------------------------
         Grid Complexity: 1.30932
         Operator Complexity: 1.45121
         Total Memory Usage: 0.043422 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.419728e+00
              0             1.82349   4.914822e-02         0.0203
              1              1.8235   7.180710e-03         0.1461
              2              1.8235   1.633925e-03         0.2275
              3              1.8235   3.759155e-04         0.2301
              4              1.8235   8.698195e-05         0.2314
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1292
         Final Residual: 		   8.698195e-05
         Total Reduction in Residual: 	   3.594699e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0312778
    setup: 0.0240852 s
    solve: 0.00719261 s
    solve(per iteration): 0.00143852 s
resid in solve_pyamgx: 8.70e-05
time solve_pyamgx: 3.57e-02
time k: 4.83e-02
modify_eps, ustar[-2,-2],[2,2] 0.6169853963415782 0.6091494661332546
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0244
           1(D)        70978            714662  0.000142         0.0186
           2(D)         1785              9929   0.00312       0.000289
           3(D)            5                 9      0.36       3.65e-07
         --------------------------------------------------------------
         Grid Complexity: 1.30763
         Operator Complexity: 1.44891
         Total Memory Usage: 0.0433179 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   1.848448e+02
              0             1.82349   1.823930e+00         0.0099
              1              1.8235   3.249976e-01         0.1782
              2              1.8235   6.947223e-02         0.2138
              3              1.8235   1.478164e-02         0.2128
              4              1.8235   3.466175e-03         0.2345
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1134
         Final Residual: 		   3.466175e-03
         Total Reduction in Residual: 	   1.875182e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0314254
    setup: 0.0241932 s
    solve: 0.00723226 s
    solve(per iteration): 0.00144645 s
resid in solve_pyamgx: 3.47e-03
time solve_pyamgx: 3.58e-02
time eps: 4.29e-02

--time step:  14, iter:0, max residual:1.10e-07, u:2.46e-08, v:3.23e-08, w:1.93e-08, p:1.10e-07, k:5.31e-11, eps:1.65e-12, om:0.00e+00


monitor time step:  14, iter:0, u: 1.54e+01, v: 7.00e-04, w:-3.97e-01, p: 5.46e+00, k: 1.32e+00, eps: 1.91e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  0, umax: 3.13e+01, vismax: 5.96e+02, kmin: 1.47e-01, epsmin: 4.75e-01, ommin: 1.00e+00, fkmax: 4.62e+00

time one iteration: 2.02e-01
modify_u, ustar[-2,-2],[2,2] 0.6169853963415782 0.6091494661332546
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05         0.0239
           1(D)        13007            149347  0.000883        0.00382
           2(D)          113               463    0.0363       1.37e-05
         --------------------------------------------------------------
         Grid Complexity: 1.05547
         Operator Complexity: 1.09108
         Total Memory Usage: 0.0277005 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.051402e-02
              0             1.82349   1.673505e-03         0.0331
              1              1.8235   2.021952e-04         0.1208
              2              1.8235   3.309514e-05         0.1637
              3              1.8235   7.269723e-06         0.2197
              4              1.8235   1.521169e-06         0.2092
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1247
         Final Residual: 		   1.521169e-06
         Total Reduction in Residual: 	   3.011379e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.024613
    setup: 0.0187147 s
    solve: 0.00589824 s
    solve(per iteration): 0.00117965 s
resid in solve_pyamgx: 1.52e-06
time solve_pyamgx: 2.90e-02
time u: 3.36e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   4.972281e-02
              0             1.82349   1.615558e-03         0.0325
              1              1.8235   2.460864e-04         0.1523
              2              1.8235   3.622645e-05         0.1472
              3              1.8235   7.429655e-06         0.2051
              4              1.8235   1.660226e-06         0.2235
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1273
         Final Residual: 		   1.660226e-06
         Total Reduction in Residual: 	   3.338963e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0246005
    setup: 0.0187147 s
    solve: 0.00588579 s
    solve(per iteration): 0.00117716 s
resid in solve_pyamgx: 1.66e-06
time solve_pyamgx: 6.29e-03
time v: 8.53e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.887571e-02
              0             1.82349   1.572628e-03         0.0267
              1              1.8235   1.844130e-04         0.1173
              2              1.8235   2.801557e-05         0.1519
              3              1.8235   6.414498e-06         0.2290
              4              1.8235   1.300347e-06         0.2027
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1172
         Final Residual: 		   1.300347e-06
         Total Reduction in Residual: 	   2.208631e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0245606
    setup: 0.0187147 s
    solve: 0.00584589 s
    solve(per iteration): 0.00116918 s
resid in solve_pyamgx: 1.30e-06
time solve_pyamgx: 6.33e-03
time w: 8.00e-03
area_out 3.2
flow_in 86.76586881112289 flow_out 86.76450632383673 area_out 3.2 flow_out_new 86.76586881112287 uinc: 0.0004257772769244994
xp.sum(su3d) 2.823297151621773e-12
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   4.993317e-01
              0             1.82349   3.203822e-01         0.6416
              1              1.8235   1.591502e-01         0.4968
              2              1.8235   7.801504e-02         0.4902
              3              1.8235   4.017624e-02         0.5150
              4              1.8235   2.138477e-02         0.5323
              5              1.8235   1.131051e-02         0.5289
              6              1.8235   6.009269e-03         0.5313
              7              1.8235   3.399195e-03         0.5657
              8              1.8235   1.924197e-03         0.5661
              9              1.8235   1.062417e-03         0.5521
             10              1.8235   7.256200e-04         0.6830
             11              1.8235   4.299177e-04         0.5925
             12              1.8235   2.415722e-04         0.5619
             13              1.8235   1.300493e-04         0.5383
             14              1.8235   7.104359e-05         0.5463
             15              1.8235   3.701535e-05         0.5210
             16              1.8235   2.006678e-05         0.5421
         --------------------------------------------------------------
         Total Iterations: 17
         Avg Convergence Rate: 		         0.5513
         Final Residual: 		   2.006678e-05
         Total Reduction in Residual: 	   4.018727e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.182872
    setup: 0.138297 s
    solve: 0.0445747 s
    solve(per iteration): 0.00262204 s
resid in solve_px: 2.01e-05
time p: 5.23e-02
time Smag or Wale: 9.54e-07

comm_min_pans:  -1.10e+03, pk_max: 1.41e+03, u2prim_max: 4.40e+00, v2prim_max: 1.48e+00, w2prim_max: 3.70e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5473070359822837 0.7258116559035488 0.6177174579719759
yplus, min,max,mean 28.449956945595314 37.728932762588535 32.11001125228393
uplus, min,max,mean 20.868366877993004 28.744154794368765 23.691449575341796
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0244
           1(D)        70678            712194  0.000143         0.0186
           2(D)         2454             16438   0.00273       0.000459
           3(D)           11                31     0.256       1.04e-06
         --------------------------------------------------------------
         Grid Complexity: 1.30922
         Operator Complexity: 1.45142
         Total Memory Usage: 0.0434282 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.484878e+00
              0             1.82349   3.335896e-02         0.0134
              1              1.8235   2.866877e-03         0.0859
              2              1.8235   2.428200e-04         0.0847
              3              1.8235   6.371672e-05         0.2624
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0712
         Final Residual: 		   6.371672e-05
         Total Reduction in Residual: 	   2.564179e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0301216
    setup: 0.024371 s
    solve: 0.00575059 s
    solve(per iteration): 0.00143765 s
resid in solve_pyamgx: 6.37e-05
time solve_pyamgx: 3.45e-02
time k: 4.70e-02
modify_eps, ustar[-2,-2],[2,2] 0.6170217744272449 0.6092378507829053
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0244
           1(D)        70753            712413  0.000142         0.0186
           2(D)         1870             11008   0.00315       0.000316
           3(D)            6                 6     0.167       3.28e-07
         --------------------------------------------------------------
         Grid Complexity: 1.30704
         Operator Complexity: 1.44818
         Total Memory Usage: 0.0432844 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   4.924482e+01
              0             1.82349   1.682383e-01         0.0034
              1              1.8235   2.930653e-02         0.1742
              2              1.8235   6.271232e-03         0.2140
              3              1.8235   1.535294e-03         0.2448
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0747
         Final Residual: 		   1.535294e-03
         Total Reduction in Residual: 	   3.117677e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0300324
    setup: 0.0241938 s
    solve: 0.00583866 s
    solve(per iteration): 0.00145966 s
resid in solve_pyamgx: 1.54e-03
time solve_pyamgx: 3.45e-02
time eps: 4.15e-02

--time step:  14, iter:1, max residual:3.56e-08, u:1.19e-09, v:1.30e-09, w:1.02e-09, p:3.56e-08, k:3.89e-11, eps:7.32e-13, om:0.00e+00


monitor time step:  14, iter:1, u: 1.54e+01, v:-1.88e-02, w:-3.85e-01, p: 5.51e+00, k: 1.32e+00, eps: 1.91e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  1, umax: 3.13e+01, vismax: 5.90e+02, kmin: 1.44e-01, epsmin: 4.75e-01, ommin: 1.00e+00, fkmax: 5.13e+00

time one iteration: 1.99e-01
vismean_mean 1.0666666666666665e-17
modify_u, ustar[-2,-2],[2,2] 0.6170217744272449 0.6092378507829053
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05         0.0239
           1(D)        13046            149356  0.000878        0.00383
           2(D)          142               536    0.0266       1.62e-05
         --------------------------------------------------------------
         Grid Complexity: 1.05575
         Operator Complexity: 1.09113
         Total Memory Usage: 0.0277057 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   1.956420e+00
              0             1.82349   5.235223e-02         0.0268
              1              1.8235   4.963462e-03         0.0948
              2              1.8235   8.356887e-04         0.1684
              3              1.8235   1.794161e-04         0.2147
              4              1.8235   3.697737e-05         0.2061
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1136
         Final Residual: 		   3.697737e-05
         Total Reduction in Residual: 	   1.890053e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0244944
    setup: 0.0185795 s
    solve: 0.00591491 s
    solve(per iteration): 0.00118298 s
resid in solve_pyamgx: 3.70e-05
time solve_pyamgx: 2.89e-02
time u: 3.50e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   1.701895e+00
              0             1.82349   4.979981e-02         0.0293
              1              1.8235   1.868602e-03         0.0375
              2              1.8235   2.784747e-04         0.1490
              3              1.8235   4.506684e-05         0.1618
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0717
         Final Residual: 		   4.506684e-05
         Total Reduction in Residual: 	   2.648039e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0233362
    setup: 0.0185795 s
    solve: 0.00475674 s
    solve(per iteration): 0.00118918 s
resid in solve_pyamgx: 4.51e-05
time solve_pyamgx: 5.23e-03
time v: 7.51e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   1.958622e+00
              0             1.82349   5.944744e-02         0.0304
              1              1.8235   3.696399e-03         0.0622
              2              1.8235   6.670322e-04         0.1805
              3              1.8235   1.381234e-04         0.2071
              4              1.8235   2.806774e-05         0.2032
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1075
         Final Residual: 		   2.806774e-05
         Total Reduction in Residual: 	   1.433035e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0244348
    setup: 0.0185795 s
    solve: 0.0058553 s
    solve(per iteration): 0.00117106 s
resid in solve_pyamgx: 2.81e-05
time solve_pyamgx: 6.28e-03
time w: 7.94e-03
area_out 3.2
flow_in 86.76586881112289 flow_out 86.76451759165082 area_out 3.2 flow_out_new 86.76586881112287 uinc: 0.0004222560850219992
xp.sum(su3d) -4.520384067063787e-12
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.148101e+00
              0             1.82349   1.320648e+00         0.6148
              1              1.8235   6.883037e-01         0.5212
              2              1.8235   3.485338e-01         0.5064
              3              1.8235   1.798033e-01         0.5159
              4              1.8235   9.350621e-02         0.5200
              5              1.8235   4.830535e-02         0.5166
              6              1.8235   2.496470e-02         0.5168
              7              1.8235   1.375875e-02         0.5511
              8              1.8235   7.587839e-03         0.5515
              9              1.8235   4.057921e-03         0.5348
             10              1.8235   2.752935e-03         0.6784
             11              1.8235   1.609352e-03         0.5846
             12              1.8235   8.733956e-04         0.5427
             13              1.8235   4.604595e-04         0.5272
             14              1.8235   2.393948e-04         0.5199
             15              1.8235   1.255921e-04         0.5246
             16              1.8235   6.875691e-05         0.5475
         --------------------------------------------------------------
         Total Iterations: 17
         Avg Convergence Rate: 		         0.5440
         Final Residual: 		   6.875691e-05
         Total Reduction in Residual: 	   3.200824e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.182764
    setup: 0.138297 s
    solve: 0.0444666 s
    solve(per iteration): 0.00261568 s
resid in solve_px: 6.88e-05
time p: 5.22e-02
time Smag or Wale: 1.19e-06

comm_min_pans:  -1.12e+03, pk_max: 1.37e+03, u2prim_max: 4.44e+00, v2prim_max: 1.50e+00, w2prim_max: 3.70e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5476503211337631 0.7258515547188393 0.6177807930021143
yplus, min,max,mean 28.46780149561489 37.73100677133055 32.1133035156062
uplus, min,max,mean 20.667270473694785 29.306100090596793 23.712186559329933
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0244
           1(D)        70682            707112  0.000142         0.0185
           2(D)         2500             17116   0.00274       0.000476
           3(D)           11                19     0.157       7.67e-07
         --------------------------------------------------------------
         Grid Complexity: 1.30943
         Operator Complexity: 1.44869
         Total Memory Usage: 0.0433321 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.662518e+00
              0             1.82349   4.878111e-02         0.0133
              1              1.8235   7.040162e-03         0.1443
              2              1.8235   1.534417e-03         0.2180
              3              1.8235   3.534428e-04         0.2303
              4              1.8235   8.489006e-05         0.2402
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1183
         Final Residual: 		   8.489006e-05
         Total Reduction in Residual: 	   2.317806e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0315267
    setup: 0.0243528 s
    solve: 0.00717389 s
    solve(per iteration): 0.00143478 s
resid in solve_pyamgx: 8.49e-05
time solve_pyamgx: 3.60e-02
time k: 4.86e-02
modify_eps, ustar[-2,-2],[2,2] 0.6171321211561573 0.609693208120801
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0244
           1(D)        70787            708807  0.000141         0.0185
           2(D)         1940             11722   0.00311       0.000334
           3(D)            5                 7      0.28        3.2e-07
         --------------------------------------------------------------
         Grid Complexity: 1.30748
         Operator Complexity: 1.44639
         Total Memory Usage: 0.0432252 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.477791e+02
              0             1.82349   1.788427e+00         0.0051
              1              1.8235   2.976448e-01         0.1664
              2              1.8235   5.950503e-02         0.1999
              3              1.8235   1.325918e-02         0.2228
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0786
         Final Residual: 		   1.325918e-02
         Total Reduction in Residual: 	   3.812529e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0299239
    setup: 0.024165 s
    solve: 0.00575898 s
    solve(per iteration): 0.00143974 s
resid in solve_pyamgx: 1.33e-02
time solve_pyamgx: 3.43e-02
time eps: 4.13e-02

--time step:  15, iter:0, max residual:1.21e-07, u:2.89e-08, v:3.52e-08, w:2.19e-08, p:1.21e-07, k:5.18e-11, eps:6.32e-12, om:0.00e+00


monitor time step:  15, iter:0, u: 1.53e+01, v: 3.59e-02, w:-2.23e-01, p: 5.09e+00, k: 1.31e+00, eps: 1.90e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  0, umax: 3.13e+01, vismax: 5.90e+02, kmin: 1.37e-01, epsmin: 4.71e-01, ommin: 1.00e+00, fkmax: 4.59e+00

time one iteration: 2.01e-01
modify_u, ustar[-2,-2],[2,2] 0.6171321211561573 0.609693208120801
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05         0.0239
           1(D)        13048            149564  0.000878        0.00383
           2(D)          140               522    0.0266       1.59e-05
         --------------------------------------------------------------
         Grid Complexity: 1.05575
         Operator Complexity: 1.09125
         Total Memory Usage: 0.02771 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.020976e-02
              0             1.82349   1.664383e-03         0.0331
              1              1.8235   2.018838e-04         0.1213
              2              1.8235   3.266112e-05         0.1618
              3              1.8235   7.202938e-06         0.2205
              4              1.8235   1.586682e-06         0.2203
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1259
         Final Residual: 		   1.586682e-06
         Total Reduction in Residual: 	   3.160108e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.024373
    setup: 0.0185076 s
    solve: 0.00586547 s
    solve(per iteration): 0.00117309 s
resid in solve_pyamgx: 1.59e-06
time solve_pyamgx: 2.88e-02
time u: 3.32e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   4.958663e-02
              0             1.82349   1.628475e-03         0.0328
              1              1.8235   2.516849e-04         0.1546
              2              1.8235   3.731113e-05         0.1482
              3              1.8235   7.741668e-06         0.2075
              4              1.8235   1.801890e-06         0.2328
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1294
         Final Residual: 		   1.801890e-06
         Total Reduction in Residual: 	   3.633823e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0243574
    setup: 0.0185076 s
    solve: 0.00584982 s
    solve(per iteration): 0.00116996 s
resid in solve_pyamgx: 1.80e-06
time solve_pyamgx: 6.29e-03
time v: 8.53e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.820926e-02
              0             1.82349   1.558844e-03         0.0268
              1              1.8235   1.863738e-04         0.1196
              2              1.8235   2.859799e-05         0.1534
              3              1.8235   6.500831e-06         0.2273
              4              1.8235   1.434808e-06         0.2207
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1198
         Final Residual: 		   1.434808e-06
         Total Reduction in Residual: 	   2.464913e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0243874
    setup: 0.0185076 s
    solve: 0.00587981 s
    solve(per iteration): 0.00117596 s
resid in solve_pyamgx: 1.43e-06
time solve_pyamgx: 6.32e-03
time w: 8.05e-03
area_out 3.2
flow_in 86.76586881112289 flow_out 86.7645175670319 area_out 3.2 flow_out_new 86.7658688111229 uinc: 0.0004222637784323524
xp.sum(su3d) -1.2472245458639009e-12
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.083690e-01
              0             1.82349   3.229836e-01         0.6353
              1              1.8235   1.609825e-01         0.4984
              2              1.8235   7.894243e-02         0.4904
              3              1.8235   4.061693e-02         0.5145
              4              1.8235   2.160492e-02         0.5319
              5              1.8235   1.155418e-02         0.5348
              6              1.8235   6.237599e-03         0.5399
              7              1.8235   3.548299e-03         0.5689
              8              1.8235   2.020326e-03         0.5694
              9              1.8235   1.116476e-03         0.5526
             10              1.8235   7.611480e-04         0.6817
             11              1.8235   4.518221e-04         0.5936
             12              1.8235   2.559888e-04         0.5666
             13              1.8235   1.395600e-04         0.5452
             14              1.8235   7.653902e-05         0.5484
             15              1.8235   3.981264e-05         0.5202
             16              1.8235   2.149778e-05         0.5400
         --------------------------------------------------------------
         Total Iterations: 17
         Avg Convergence Rate: 		         0.5530
         Final Residual: 		   2.149778e-05
         Total Reduction in Residual: 	   4.228774e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.182711
    setup: 0.138297 s
    solve: 0.0444142 s
    solve(per iteration): 0.0026126 s
resid in solve_px: 2.15e-05
time p: 5.21e-02
time Smag or Wale: 7.15e-07

comm_min_pans:  -1.10e+03, pk_max: 1.39e+03, u2prim_max: 4.44e+00, v2prim_max: 1.50e+00, w2prim_max: 3.70e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5481436371185952 0.7257810487019738 0.6180616567942261
yplus, min,max,mean 28.493444905266763 37.72734174783852 32.127903296474756
uplus, min,max,mean 21.265113521605905 29.341711223613423 23.703461286443837
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0244
           1(D)        70227            703931  0.000143         0.0184
           2(D)         2561             19225   0.00293       0.000525
           3(D)            7                 7     0.143        3.8e-07
         --------------------------------------------------------------
         Grid Complexity: 1.30774
         Operator Complexity: 1.44802
         Total Memory Usage: 0.0432872 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.577275e+00
              0             1.82349   3.132784e-02         0.0122
              1              1.8235   2.512371e-03         0.0802
              2              1.8235   2.465397e-04         0.0981
              3              1.8235   6.103383e-05         0.2476
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0698
         Final Residual: 		   6.103383e-05
         Total Reduction in Residual: 	   2.368153e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0299903
    setup: 0.0242743 s
    solve: 0.00571597 s
    solve(per iteration): 0.00142899 s
resid in solve_pyamgx: 6.10e-05
time solve_pyamgx: 3.44e-02
time k: 4.70e-02
modify_eps, ustar[-2,-2],[2,2] 0.6171781773267335 0.6098344725225857
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0244
           1(D)        70263            704425  0.000143         0.0184
           2(D)         2013             12811   0.00316       0.000362
           3(D)           11                17      0.14       7.23e-07
         --------------------------------------------------------------
         Grid Complexity: 1.3056
         Operator Complexity: 1.44436
         Total Memory Usage: 0.0431285 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   7.197851e+01
              0             1.82349   1.680638e-01         0.0023
              1              1.8235   2.896028e-02         0.1723
              2              1.8235   6.229992e-03         0.2151
              3              1.8235   1.462112e-03         0.2347
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0671
         Final Residual: 		   1.462112e-03
         Total Reduction in Residual: 	   2.031317e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0299299
    setup: 0.0241439 s
    solve: 0.00578598 s
    solve(per iteration): 0.0014465 s
resid in solve_pyamgx: 1.46e-03
time solve_pyamgx: 3.43e-02
time eps: 4.15e-02

--time step:  15, iter:1, max residual:3.87e-08, u:1.24e-09, v:1.41e-09, w:1.12e-09, p:3.87e-08, k:3.73e-11, eps:6.97e-13, om:0.00e+00


monitor time step:  15, iter:1, u: 1.53e+01, v: 1.68e-02, w:-2.11e-01, p: 5.14e+00, k: 1.31e+00, eps: 1.89e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  1, umax: 3.13e+01, vismax: 5.81e+02, kmin: 1.40e-01, epsmin: 4.71e-01, ommin: 1.00e+00, fkmax: 5.02e+00

time one iteration: 1.98e-01
vismean_mean 9.999999999999999e-18
modify_u, ustar[-2,-2],[2,2] 0.6171781773267335 0.6098344725225857
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05         0.0239
           1(D)        12716            141352  0.000874        0.00364
           2(D)          453              1251    0.0061       4.15e-05
         --------------------------------------------------------------
         Grid Complexity: 1.05567
         Operator Complexity: 1.0867
         Total Memory Usage: 0.0275394 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   1.987231e+00
              0             1.82349   5.249355e-02         0.0264
              1              1.8235   5.017410e-03         0.0956
              2              1.8235   8.476151e-04         0.1689
              3              1.8235   1.910417e-04         0.2254
              4              1.8235   3.895832e-05         0.2039
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1144
         Final Residual: 		   3.895832e-05
         Total Reduction in Residual: 	   1.960432e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0244485
    setup: 0.0185503 s
    solve: 0.00589824 s
    solve(per iteration): 0.00117965 s
resid in solve_pyamgx: 3.90e-05
time solve_pyamgx: 2.88e-02
time u: 3.51e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   1.714803e+00
              0             1.82349   4.978901e-02         0.0290
              1              1.8235   1.878092e-03         0.0377
              2              1.8235   2.836146e-04         0.1510
              3              1.8235   4.848456e-05         0.1710
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0729
         Final Residual: 		   4.848456e-05
         Total Reduction in Residual: 	   2.827413e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0232696
    setup: 0.0185503 s
    solve: 0.00471933 s
    solve(per iteration): 0.00117983 s
resid in solve_pyamgx: 4.85e-05
time solve_pyamgx: 5.16e-03
time v: 7.51e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   1.972882e+00
              0             1.82349   5.928544e-02         0.0301
              1              1.8235   3.765815e-03         0.0635
              2              1.8235   6.758180e-04         0.1795
              3              1.8235   1.450239e-04         0.2146
              4              1.8235   2.986851e-05         0.2060
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1086
         Final Residual: 		   2.986851e-05
         Total Reduction in Residual: 	   1.513953e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.024424
    setup: 0.0185503 s
    solve: 0.00587366 s
    solve(per iteration): 0.00117473 s
resid in solve_pyamgx: 2.99e-05
time solve_pyamgx: 6.35e-03
time w: 7.99e-03
area_out 3.2
flow_in 86.76586881112289 flow_out 86.7645269881106 area_out 3.2 flow_out_new 86.76586881112289 uinc: 0.000419319691338238
xp.sum(su3d) -1.2938539128981574e-12
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.137955e+00
              0             1.82349   1.323044e+00         0.6188
              1              1.8235   6.892740e-01         0.5210
              2              1.8235   3.499903e-01         0.5078
              3              1.8235   1.807661e-01         0.5165
              4              1.8235   9.435045e-02         0.5219
              5              1.8235   4.911428e-02         0.5206
              6              1.8235   2.559387e-02         0.5211
              7              1.8235   1.418559e-02         0.5543
              8              1.8235   7.878534e-03         0.5554
              9              1.8235   4.234786e-03         0.5375
             10              1.8235   2.881213e-03         0.6804
             11              1.8235   1.688332e-03         0.5860
             12              1.8235   9.213313e-04         0.5457
             13              1.8235   4.906833e-04         0.5326
             14              1.8235   2.574026e-04         0.5246
             15              1.8235   1.358963e-04         0.5280
             16              1.8235   7.469891e-05         0.5497
         --------------------------------------------------------------
         Total Iterations: 17
         Avg Convergence Rate: 		         0.5468
         Final Residual: 		   7.469891e-05
         Total Reduction in Residual: 	   3.493942e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.182982
    setup: 0.138297 s
    solve: 0.044685 s
    solve(per iteration): 0.00262853 s
resid in solve_px: 7.47e-05
time p: 5.31e-02
time Smag or Wale: 9.54e-07

comm_min_pans:  -1.14e+03, pk_max: 1.37e+03, u2prim_max: 4.47e+00, v2prim_max: 1.51e+00, w2prim_max: 3.69e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5483600013538195 0.7257862109404446 0.6181510796815655
yplus, min,max,mean 28.504691888718476 37.727610089834116 32.13255165128749
uplus, min,max,mean 21.129367027216162 29.78344983245484 23.72788878681438
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0244
           1(D)        70124            703658  0.000143         0.0184
           2(D)         2570             19398   0.00294       0.000529
           3(D)           10                14      0.14       6.26e-07
         --------------------------------------------------------------
         Grid Complexity: 1.30736
         Operator Complexity: 1.44796
         Total Memory Usage: 0.0432803 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.569404e+00
              0             1.82349   4.813137e-02         0.0187
              1              1.8235   7.031682e-03         0.1461
              2              1.8235   1.602809e-03         0.2279
              3              1.8235   3.895398e-04         0.2430
              4              1.8235   9.580389e-05         0.2459
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1301
         Final Residual: 		   9.580389e-05
         Total Reduction in Residual: 	   3.728643e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0314388
    setup: 0.0242647 s
    solve: 0.00717405 s
    solve(per iteration): 0.00143481 s
resid in solve_pyamgx: 9.58e-05
time solve_pyamgx: 3.59e-02
time k: 4.87e-02
modify_eps, ustar[-2,-2],[2,2] 0.6173241860485027 0.6106527802691534
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0244
           1(D)        70247            704281  0.000143         0.0184
           2(D)         2195             14441     0.003       0.000405
           3(D)           10                18      0.18       7.15e-07
         --------------------------------------------------------------
         Grid Complexity: 1.30629
         Operator Complexity: 1.44528
         Total Memory Usage: 0.0431704 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   1.867287e+02
              0             1.82349   1.778005e+00         0.0095
              1              1.8235   2.975691e-01         0.1674
              2              1.8235   6.219398e-02         0.2090
              3              1.8235   1.386188e-02         0.2229
              4              1.8235   3.543347e-03         0.2556
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1137
         Final Residual: 		   3.543347e-03
         Total Reduction in Residual: 	   1.897592e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.031263
    setup: 0.0240827 s
    solve: 0.00718029 s
    solve(per iteration): 0.00143606 s
resid in solve_pyamgx: 3.54e-03
time solve_pyamgx: 3.58e-02
time eps: 4.27e-02

--time step:  16, iter:0, max residual:1.31e-07, u:3.04e-08, v:3.79e-08, w:2.33e-08, p:1.31e-07, k:5.85e-11, eps:1.69e-12, om:0.00e+00


monitor time step:  16, iter:0, u: 1.51e+01, v: 6.90e-02, w:-4.91e-02, p: 4.68e+00, k: 1.30e+00, eps: 1.88e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  0, umax: 3.14e+01, vismax: 5.80e+02, kmin: 1.36e-01, epsmin: 4.68e-01, ommin: 1.00e+00, fkmax: 4.53e+00

time one iteration: 2.03e-01
modify_u, ustar[-2,-2],[2,2] 0.6173241860485027 0.6106527802691534
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05         0.0239
           1(D)        12698            140962  0.000874        0.00363
           2(D)          386              1070   0.00718       3.54e-05
         --------------------------------------------------------------
         Grid Complexity: 1.05531
         Operator Complexity: 1.08636
         Total Memory Usage: 0.0275227 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.036504e-02
              0             1.82349   1.674653e-03         0.0333
              1              1.8235   2.094893e-04         0.1251
              2              1.8235   3.488424e-05         0.1665
              3              1.8235   7.932951e-06         0.2274
              4              1.8235   1.796814e-06         0.2265
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1290
         Final Residual: 		   1.796814e-06
         Total Reduction in Residual: 	   3.567581e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0244572
    setup: 0.0185938 s
    solve: 0.00586336 s
    solve(per iteration): 0.00117267 s
resid in solve_pyamgx: 1.80e-06
time solve_pyamgx: 2.89e-02
time u: 3.33e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   4.991529e-02
              0             1.82349   1.642193e-03         0.0329
              1              1.8235   2.537575e-04         0.1545
              2              1.8235   3.763793e-05         0.1483
              3              1.8235   8.108917e-06         0.2154
              4              1.8235   1.915125e-06         0.2362
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1309
         Final Residual: 		   1.915125e-06
         Total Reduction in Residual: 	   3.836750e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0244741
    setup: 0.0185938 s
    solve: 0.00588032 s
    solve(per iteration): 0.00117606 s
resid in solve_pyamgx: 1.92e-06
time solve_pyamgx: 6.38e-03
time v: 8.69e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.751719e-02
              0             1.82349   1.555370e-03         0.0270
              1              1.8235   1.877357e-04         0.1207
              2              1.8235   2.808138e-05         0.1496
              3              1.8235   6.552735e-06         0.2333
              4              1.8235   1.470703e-06         0.2244
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1207
         Final Residual: 		   1.470703e-06
         Total Reduction in Residual: 	   2.556980e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.024449
    setup: 0.0185938 s
    solve: 0.00585523 s
    solve(per iteration): 0.00117105 s
resid in solve_pyamgx: 1.47e-06
time solve_pyamgx: 6.30e-03
time w: 8.01e-03
area_out 3.2
flow_in 86.76586881112289 flow_out 86.76452672445201 area_out 3.2 flow_out_new 86.7658688111229 uinc: 0.0004194020846481905
xp.sum(su3d) -1.4976686557588437e-11
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.055785e-01
              0             1.82349   3.246359e-01         0.6421
              1              1.8235   1.620900e-01         0.4993
              2              1.8235   7.960123e-02         0.4911
              3              1.8235   4.088810e-02         0.5137
              4              1.8235   2.183529e-02         0.5340
              5              1.8235   1.175664e-02         0.5384
              6              1.8235   6.400207e-03         0.5444
              7              1.8235   3.663351e-03         0.5724
              8              1.8235   2.088865e-03         0.5702
              9              1.8235   1.157283e-03         0.5540
             10              1.8235   7.909144e-04         0.6834
             11              1.8235   4.704601e-04         0.5948
             12              1.8235   2.666882e-04         0.5669
             13              1.8235   1.466690e-04         0.5500
             14              1.8235   8.051832e-05         0.5490
             15              1.8235   4.222244e-05         0.5244
             16              1.8235   2.261140e-05         0.5355
         --------------------------------------------------------------
         Total Iterations: 17
         Avg Convergence Rate: 		         0.5548
         Final Residual: 		   2.261140e-05
         Total Reduction in Residual: 	   4.472381e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.182787
    setup: 0.138297 s
    solve: 0.0444903 s
    solve(per iteration): 0.00261708 s
resid in solve_px: 2.26e-05
time p: 5.24e-02
time Smag or Wale: 9.54e-07

comm_min_pans:  -1.11e+03, pk_max: 1.38e+03, u2prim_max: 4.47e+00, v2prim_max: 1.51e+00, w2prim_max: 3.69e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5486380999082378 0.7257630065204582 0.6183518857546095
yplus, min,max,mean 28.51914792779649 37.72640388434769 32.142989894827096
uplus, min,max,mean 21.21525004696132 29.8176779131076 23.722291679550654
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0244
           1(D)        70279            704559  0.000143         0.0184
           2(D)         2740             22140   0.00295       0.000597
           3(D)            8                12     0.188       5.22e-07
         --------------------------------------------------------------
         Grid Complexity: 1.30872
         Operator Complexity: 1.45021
         Total Memory Usage: 0.0433785 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.746622e+00
              0             1.82349   3.205924e-02         0.0117
              1              1.8235   2.635761e-03         0.0822
              2              1.8235   2.413704e-04         0.0916
              3              1.8235   6.241568e-05         0.2586
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0690
         Final Residual: 		   6.241568e-05
         Total Reduction in Residual: 	   2.272452e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.030079
    setup: 0.0243487 s
    solve: 0.0057303 s
    solve(per iteration): 0.00143258 s
resid in solve_pyamgx: 6.24e-05
time solve_pyamgx: 3.46e-02
time k: 4.74e-02
modify_eps, ustar[-2,-2],[2,2] 0.6173786749734254 0.610873768239556
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0244
           1(D)        70282            705516  0.000143         0.0184
           2(D)         2309             16861   0.00316       0.000463
           3(D)            7                 7     0.143        3.8e-07
         --------------------------------------------------------------
         Grid Complexity: 1.30691
         Operator Complexity: 1.44753
         Total Memory Usage: 0.0432595 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.243661e+01
              0             1.82349   1.653228e-01         0.0032
              1              1.8235   2.824992e-02         0.1709
              2              1.8235   6.030084e-03         0.2135
              3              1.8235   1.457406e-03         0.2417
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0726
         Final Residual: 		   1.457406e-03
         Total Reduction in Residual: 	   2.779368e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0300593
    setup: 0.0242798 s
    solve: 0.00577955 s
    solve(per iteration): 0.00144489 s
resid in solve_pyamgx: 1.46e-03
time solve_pyamgx: 3.44e-02
time eps: 4.15e-02

--time step:  16, iter:1, max residual:4.14e-08, u:1.40e-09, v:1.50e-09, w:1.15e-09, p:4.14e-08, k:3.81e-11, eps:6.95e-13, om:0.00e+00


monitor time step:  16, iter:1, u: 1.51e+01, v: 5.04e-02, w:-3.87e-02, p: 4.71e+00, k: 1.30e+00, eps: 1.88e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  1, umax: 3.14e+01, vismax: 5.69e+02, kmin: 1.40e-01, epsmin: 4.68e-01, ommin: 1.00e+00, fkmax: 4.98e+00

time one iteration: 1.99e-01
vismean_mean 9.411764705882352e-18
modify_u, ustar[-2,-2],[2,2] 0.6173786749734254 0.610873768239556
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05         0.0239
           1(D)        13553            155193  0.000845        0.00398
           2(D)          152               670     0.029       1.95e-05
         --------------------------------------------------------------
         Grid Complexity: 1.05794
         Operator Complexity: 1.09476
         Total Memory Usage: 0.027866 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.018062e+00
              0             1.82349   5.260921e-02         0.0261
              1              1.8235   5.147806e-03         0.0978
              2              1.8235   8.800711e-04         0.1710
              3              1.8235   2.029996e-04         0.2307
              4              1.8235   4.190098e-05         0.2064
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1157
         Final Residual: 		   4.190098e-05
         Total Reduction in Residual: 	   2.076298e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0247337
    setup: 0.0188684 s
    solve: 0.00586528 s
    solve(per iteration): 0.00117306 s
resid in solve_pyamgx: 4.19e-05
time solve_pyamgx: 2.91e-02
time u: 3.52e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   1.728529e+00
              0             1.82349   4.960463e-02         0.0287
              1              1.8235   1.887825e-03         0.0381
              2              1.8235   2.954895e-04         0.1565
              3              1.8235   5.269597e-05         0.1783
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0743
         Final Residual: 		   5.269597e-05
         Total Reduction in Residual: 	   3.048602e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0235581
    setup: 0.0188684 s
    solve: 0.0046897 s
    solve(per iteration): 0.00117242 s
resid in solve_pyamgx: 5.27e-05
time solve_pyamgx: 5.21e-03
time v: 7.47e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   1.986263e+00
              0             1.82349   5.884026e-02         0.0296
              1              1.8235   3.786848e-03         0.0644
              2              1.8235   6.817630e-04         0.1800
              3              1.8235   1.517196e-04         0.2225
              4              1.8235   3.137638e-05         0.2068
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1096
         Final Residual: 		   3.137638e-05
         Total Reduction in Residual: 	   1.579669e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0247059
    setup: 0.0188684 s
    solve: 0.00583744 s
    solve(per iteration): 0.00116749 s
resid in solve_pyamgx: 3.14e-05
time solve_pyamgx: 6.32e-03
time w: 8.04e-03
area_out 3.2
flow_in 86.76586881112286 flow_out 86.76453462290942 area_out 3.2 flow_out_new 86.76586881112286 uinc: 0.00041693381669816176
xp.sum(su3d) 2.2784218955962388e-11
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.128790e+00
              0             1.82349   1.325454e+00         0.6226
              1              1.8235   6.911754e-01         0.5215
              2              1.8235   3.520678e-01         0.5094
              3              1.8235   1.822219e-01         0.5176
              4              1.8235   9.553939e-02         0.5243
              5              1.8235   5.006500e-02         0.5240
              6              1.8235   2.625255e-02         0.5244
              7              1.8235   1.464797e-02         0.5580
              8              1.8235   8.182547e-03         0.5586
              9              1.8235   4.418879e-03         0.5400
             10              1.8235   3.017137e-03         0.6828
             11              1.8235   1.773655e-03         0.5879
             12              1.8235   9.730237e-04         0.5486
             13              1.8235   5.224005e-04         0.5369
             14              1.8235   2.763479e-04         0.5290
             15              1.8235   1.466252e-04         0.5306
             16              1.8235   8.056165e-05         0.5494
         --------------------------------------------------------------
         Total Iterations: 17
         Avg Convergence Rate: 		         0.5494
         Final Residual: 		   8.056165e-05
         Total Reduction in Residual: 	   3.784386e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.182784
    setup: 0.138297 s
    solve: 0.0444871 s
    solve(per iteration): 0.00261689 s
resid in solve_px: 8.06e-05
time p: 5.22e-02
time Smag or Wale: 1.19e-06

comm_min_pans:  -1.17e+03, pk_max: 1.38e+03, u2prim_max: 4.48e+00, v2prim_max: 1.51e+00, w2prim_max: 3.66e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.547732423245044 0.7258259752286464 0.6184362135731186
yplus, min,max,mean 28.47206930395193 37.729677105627694 32.14737339923719
uplus, min,max,mean 21.060262318650047 30.12615101010139 23.751052781027468
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0244
           1(D)        70220            704028  0.000143         0.0184
           2(D)         2741             23019   0.00306       0.000617
           3(D)           12                18     0.125       7.75e-07
         --------------------------------------------------------------
         Grid Complexity: 1.3085
         Operator Complexity: 1.45043
         Total Memory Usage: 0.0433836 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.114240e+00
              0             1.82349   4.958308e-02         0.0235
              1              1.8235   7.289202e-03         0.1470
              2              1.8235   1.674607e-03         0.2297
              3              1.8235   4.197754e-04         0.2507
              4              1.8235   1.058025e-04         0.2520
              5              1.8235   2.936126e-05         0.2775
         --------------------------------------------------------------
         Total Iterations: 6
         Avg Convergence Rate: 		         0.1550
         Final Residual: 		   2.936126e-05
         Total Reduction in Residual: 	   1.388739e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0327055
    setup: 0.0240915 s
    solve: 0.00861398 s
    solve(per iteration): 0.00143566 s
resid in solve_pyamgx: 2.94e-05
time solve_pyamgx: 3.70e-02
time k: 4.97e-02
modify_eps, ustar[-2,-2],[2,2] 0.6175549353988053 0.6121021959134886
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0244
           1(D)        70178            703428  0.000143         0.0184
           2(D)         2428             17838   0.00303       0.000489
           3(D)            6                 6     0.167       3.28e-07
         --------------------------------------------------------------
         Grid Complexity: 1.30697
         Operator Complexity: 1.44684
         Total Memory Usage: 0.0432353 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.552469e+01
              0             1.82349   1.752520e+00         0.0316
              1              1.8235   2.944891e-01         0.1680
              2              1.8235   6.365547e-02         0.2162
              3              1.8235   1.476125e-02         0.2319
              4              1.8235   3.878078e-03         0.2627
              5              1.8235   1.028038e-03         0.2651
         --------------------------------------------------------------
         Total Iterations: 6
         Avg Convergence Rate: 		         0.1626
         Final Residual: 		   1.028038e-03
         Total Reduction in Residual: 	   1.851497e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0329556
    setup: 0.0243469 s
    solve: 0.00860861 s
    solve(per iteration): 0.00143477 s
resid in solve_pyamgx: 1.03e-03
time solve_pyamgx: 3.74e-02
time eps: 4.44e-02

--time step:  17, iter:0, max residual:1.40e-07, u:3.27e-08, v:4.12e-08, w:2.45e-08, p:1.40e-07, k:1.79e-11, eps:4.90e-13, om:0.00e+00


monitor time step:  17, iter:0, u: 1.49e+01, v: 1.00e-01, w: 1.21e-01, p: 4.20e+00, k: 1.29e+00, eps: 1.86e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  0, umax: 3.13e+01, vismax: 5.91e+02, kmin: 1.36e-01, epsmin: 4.65e-01, ommin: 1.00e+00, fkmax: 4.50e+00

time one iteration: 2.05e-01
modify_u, ustar[-2,-2],[2,2] 0.6175549353988053 0.6121021959134886
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05         0.0239
           1(D)        13530            154724  0.000845        0.00396
           2(D)          160               704    0.0275       2.05e-05
         --------------------------------------------------------------
         Grid Complexity: 1.05788
         Operator Complexity: 1.0945
         Total Memory Usage: 0.0278555 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.057771e-02
              0             1.82349   1.672250e-03         0.0331
              1              1.8235   2.123326e-04         0.1270
              2              1.8235   3.661567e-05         0.1724
              3              1.8235   8.653264e-06         0.2363
              4              1.8235   1.976463e-06         0.2284
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1313
         Final Residual: 		   1.976463e-06
         Total Reduction in Residual: 	   3.907774e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0246635
    setup: 0.0188088 s
    solve: 0.00585469 s
    solve(per iteration): 0.00117094 s
resid in solve_pyamgx: 1.98e-06
time solve_pyamgx: 2.90e-02
time u: 3.34e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   4.993897e-02
              0             1.82349   1.665915e-03         0.0334
              1              1.8235   2.583603e-04         0.1551
              2              1.8235   3.897563e-05         0.1509
              3              1.8235   8.387077e-06         0.2152
              4              1.8235   1.989027e-06         0.2372
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1318
         Final Residual: 		   1.989027e-06
         Total Reduction in Residual: 	   3.982915e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0246272
    setup: 0.0188088 s
    solve: 0.00581843 s
    solve(per iteration): 0.00116369 s
resid in solve_pyamgx: 1.99e-06
time solve_pyamgx: 6.26e-03
time v: 8.48e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.796737e-02
              0             1.82349   1.556183e-03         0.0268
              1              1.8235   1.933943e-04         0.1243
              2              1.8235   3.012546e-05         0.1558
              3              1.8235   7.104451e-06         0.2358
              4              1.8235   1.522719e-06         0.2143
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1213
         Final Residual: 		   1.522719e-06
         Total Reduction in Residual: 	   2.626855e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0246596
    setup: 0.0188088 s
    solve: 0.00585085 s
    solve(per iteration): 0.00117017 s
resid in solve_pyamgx: 1.52e-06
time solve_pyamgx: 6.34e-03
time w: 8.07e-03
area_out 3.2
flow_in 86.76586881112286 flow_out 86.76453414246359 area_out 3.2 flow_out_new 86.76586881112287 uinc: 0.00041708395602135795
xp.sum(su3d) 7.746692176624492e-12
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.132346e-01
              0             1.82349   3.280531e-01         0.6392
              1              1.8235   1.626452e-01         0.4958
              2              1.8235   8.017493e-02         0.4929
              3              1.8235   4.115562e-02         0.5133
              4              1.8235   2.200759e-02         0.5347
              5              1.8235   1.194470e-02         0.5428
              6              1.8235   6.515113e-03         0.5454
              7              1.8235   3.721544e-03         0.5712
              8              1.8235   2.128732e-03         0.5720
              9              1.8235   1.183205e-03         0.5558
             10              1.8235   8.106914e-04         0.6852
             11              1.8235   4.835212e-04         0.5964
             12              1.8235   2.742613e-04         0.5672
             13              1.8235   1.511412e-04         0.5511
             14              1.8235   8.305108e-05         0.5495
             15              1.8235   4.345743e-05         0.5233
             16              1.8235   2.325076e-05         0.5350
         --------------------------------------------------------------
         Total Iterations: 17
         Avg Convergence Rate: 		         0.5552
         Final Residual: 		   2.325076e-05
         Total Reduction in Residual: 	   4.530240e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.182907
    setup: 0.138297 s
    solve: 0.04461 s
    solve(per iteration): 0.00262411 s
resid in solve_px: 2.33e-05
time p: 5.22e-02
time Smag or Wale: 9.54e-07

comm_min_pans:  -1.12e+03, pk_max: 1.39e+03, u2prim_max: 4.48e+00, v2prim_max: 1.51e+00, w2prim_max: 3.66e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5458312858861164 0.7258307979960953 0.6186222584749005
yplus, min,max,mean 28.373244928504096 37.729927801338256 32.15704433181736
uplus, min,max,mean 21.119489932731458 30.156210977210037 23.745863957127494
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0244
           1(D)        70648            706478  0.000142         0.0185
           2(D)         2962             25236   0.00288       0.000675
           3(D)           16                24    0.0938       1.03e-06
         --------------------------------------------------------------
         Grid Complexity: 1.31126
         Operator Complexity: 1.45333
         Total Memory Usage: 0.0435221 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.795053e+00
              0             1.82349   3.061194e-02         0.0110
              1              1.8235   2.454117e-03         0.0802
              2              1.8235   2.385721e-04         0.0972
              3              1.8235   5.672062e-05         0.2378
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0671
         Final Residual: 		   5.672062e-05
         Total Reduction in Residual: 	   2.029322e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0300678
    setup: 0.0243377 s
    solve: 0.00573011 s
    solve(per iteration): 0.00143253 s
resid in solve_pyamgx: 5.67e-05
time solve_pyamgx: 3.44e-02
time k: 4.72e-02
modify_eps, ustar[-2,-2],[2,2] 0.6176166142666881 0.6124203935162046
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0244
           1(D)        70631            707735  0.000142         0.0185
           2(D)         2366             17260   0.00308       0.000474
           3(D)            6                 8     0.222       3.73e-07
         --------------------------------------------------------------
         Grid Complexity: 1.30862
         Operator Complexity: 1.44916
         Total Memory Usage: 0.0433391 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.140640e+01
              0             1.82349   1.613549e-01         0.0051
              1              1.8235   2.923510e-02         0.1812
              2              1.8235   6.924932e-03         0.2369
              3              1.8235   1.615121e-03         0.2332
              4              1.8235   3.783107e-04         0.2342
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1038
         Final Residual: 		   3.783107e-04
         Total Reduction in Residual: 	   1.204566e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0315392
    setup: 0.0243036 s
    solve: 0.00723558 s
    solve(per iteration): 0.00144712 s
resid in solve_pyamgx: 3.78e-04
time solve_pyamgx: 3.60e-02
time eps: 4.30e-02

--time step:  17, iter:1, max residual:4.34e-08, u:1.54e-09, v:1.55e-09, w:1.19e-09, p:4.34e-08, k:3.46e-11, eps:1.80e-13, om:0.00e+00


monitor time step:  17, iter:1, u: 1.49e+01, v: 8.20e-02, w: 1.31e-01, p: 4.20e+00, k: 1.29e+00, eps: 1.86e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  1, umax: 3.13e+01, vismax: 5.95e+02, kmin: 1.41e-01, epsmin: 4.65e-01, ommin: 1.00e+00, fkmax: 4.98e+00

time one iteration: 2.00e-01
vismean_mean 8.888888888888889e-18
modify_u, ustar[-2,-2],[2,2] 0.6176166142666881 0.6124203935162046
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05         0.0239
           1(D)        13636            156296  0.000841          0.004
           2(D)          182               842    0.0254       2.43e-05
         --------------------------------------------------------------
         Grid Complexity: 1.05842
         Operator Complexity: 1.09554
         Total Memory Usage: 0.0279002 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.048369e+00
              0             1.82349   5.275472e-02         0.0258
              1              1.8235   5.309366e-03         0.1006
              2              1.8235   9.646314e-04         0.1817
              3              1.8235   2.333928e-04         0.2420
              4              1.8235   5.203322e-05         0.2229
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1205
         Final Residual: 		   5.203322e-05
         Total Reduction in Residual: 	   2.540227e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0212527
    setup: 0.0153795 s
    solve: 0.00587322 s
    solve(per iteration): 0.00117464 s
resid in solve_pyamgx: 5.20e-05
time solve_pyamgx: 2.56e-02
time u: 3.18e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   1.743230e+00
              0             1.82349   4.932473e-02         0.0283
              1              1.8235   1.886593e-03         0.0382
              2              1.8235   3.054845e-04         0.1619
              3              1.8235   5.839848e-05         0.1912
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0761
         Final Residual: 		   5.839848e-05
         Total Reduction in Residual: 	   3.350015e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0201414
    setup: 0.0153795 s
    solve: 0.00476192 s
    solve(per iteration): 0.00119048 s
resid in solve_pyamgx: 5.84e-05
time solve_pyamgx: 5.23e-03
time v: 7.53e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   1.999226e+00
              0             1.82349   5.821203e-02         0.0291
              1              1.8235   3.758757e-03         0.0646
              2              1.8235   6.745143e-04         0.1795
              3              1.8235   1.540501e-04         0.2284
              4              1.8235   3.257703e-05         0.2115
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1103
         Final Residual: 		   3.257703e-05
         Total Reduction in Residual: 	   1.629482e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.021193
    setup: 0.0153795 s
    solve: 0.00581347 s
    solve(per iteration): 0.00116269 s
resid in solve_pyamgx: 3.26e-05
time solve_pyamgx: 6.25e-03
time w: 7.87e-03
area_out 3.2
flow_in 86.76586881112289 flow_out 86.76454075069483 area_out 3.2 flow_out_new 86.7658688111229 uinc: 0.00041501888376593854
xp.sum(su3d) -7.999600981634103e-12
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.118800e+00
              0             1.82349   1.327858e+00         0.6267
              1              1.8235   6.920829e-01         0.5212
              2              1.8235   3.536358e-01         0.5110
              3              1.8235   1.835372e-01         0.5190
              4              1.8235   9.674735e-02         0.5271
              5              1.8235   5.097438e-02         0.5269
              6              1.8235   2.685249e-02         0.5268
              7              1.8235   1.505447e-02         0.5606
              8              1.8235   8.455392e-03         0.5617
              9              1.8235   4.586125e-03         0.5424
             10              1.8235   3.138721e-03         0.6844
             11              1.8235   1.851108e-03         0.5898
             12              1.8235   1.020220e-03         0.5511
             13              1.8235   5.512641e-04         0.5403
             14              1.8235   2.929858e-04         0.5315
             15              1.8235   1.557323e-04         0.5315
             16              1.8235   8.545527e-05         0.5487
         --------------------------------------------------------------
         Total Iterations: 17
         Avg Convergence Rate: 		         0.5515
         Final Residual: 		   8.545527e-05
         Total Reduction in Residual: 	   4.033192e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.182886
    setup: 0.138297 s
    solve: 0.0445891 s
    solve(per iteration): 0.00262289 s
resid in solve_px: 8.55e-05
time p: 5.25e-02
time Smag or Wale: 1.19e-06

comm_min_pans:  -1.19e+03, pk_max: 1.39e+03, u2prim_max: 4.49e+00, v2prim_max: 1.53e+00, w2prim_max: 3.62e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5445151642164339 0.7258325108464984 0.6186996530221639
yplus, min,max,mean 28.304830670371217 37.730016838235315 32.16106743291548
uplus, min,max,mean 20.968524555688724 30.713078982648405 23.778442181212768
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0244
           1(D)        70567            706403  0.000142         0.0185
           2(D)         2971             25423   0.00288       0.000679
           3(D)           15                21    0.0933       9.31e-07
         --------------------------------------------------------------
         Grid Complexity: 1.31095
         Operator Complexity: 1.4534
         Total Memory Usage: 0.0435207 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   4.267800e+00
              0             1.82349   4.866450e-02         0.0114
              1              1.8235   7.226175e-03         0.1485
              2              1.8235   1.678381e-03         0.2323
              3              1.8235   4.433462e-04         0.2642
              4              1.8235   1.179678e-04         0.2661
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1225
         Final Residual: 		   1.179678e-04
         Total Reduction in Residual: 	   2.764136e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0314252
    setup: 0.0242422 s
    solve: 0.00718304 s
    solve(per iteration): 0.00143661 s
resid in solve_pyamgx: 1.18e-04
time solve_pyamgx: 3.58e-02
time k: 4.84e-02
modify_eps, ustar[-2,-2],[2,2] 0.6178175606167744 0.6140503769336471
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0244
           1(D)        70589            706251  0.000142         0.0185
           2(D)         2420             18320   0.00313         0.0005
           3(D)           13                29     0.172       1.05e-06
         --------------------------------------------------------------
         Grid Complexity: 1.3087
         Operator Complexity: 1.44891
         Total Memory Usage: 0.0433311 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   4.227093e+02
              0             1.82349   1.759322e+00         0.0042
              1              1.8235   3.160234e-01         0.1796
              2              1.8235   7.716785e-02         0.2442
              3              1.8235   1.954568e-02         0.2533
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0825
         Final Residual: 		   1.954568e-02
         Total Reduction in Residual: 	   4.623905e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0300276
    setup: 0.0242871 s
    solve: 0.00574048 s
    solve(per iteration): 0.00143512 s
resid in solve_pyamgx: 1.95e-02
time solve_pyamgx: 3.45e-02
time eps: 4.15e-02

--time step:  18, iter:0, max residual:1.48e-07, u:4.07e-08, v:4.56e-08, w:2.55e-08, p:1.48e-07, k:7.20e-11, eps:9.32e-12, om:0.00e+00


monitor time step:  18, iter:0, u: 1.48e+01, v: 1.28e-01, w: 2.86e-01, p: 3.64e+00, k: 1.28e+00, eps: 1.84e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  0, umax: 3.13e+01, vismax: 5.91e+02, kmin: 1.37e-01, epsmin: 4.62e-01, ommin: 1.00e+00, fkmax: 4.53e+00

time one iteration: 1.98e-01
modify_u, ustar[-2,-2],[2,2] 0.6178175606167744 0.6140503769336471
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05         0.0239
           1(D)        13641            155675  0.000837        0.00399
           2(D)          189               885    0.0248       2.54e-05
         --------------------------------------------------------------
         Grid Complexity: 1.05847
         Operator Complexity: 1.09519
         Total Memory Usage: 0.0278878 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.127811e-02
              0             1.82349   1.692638e-03         0.0330
              1              1.8235   2.135276e-04         0.1262
              2              1.8235   3.894596e-05         0.1824
              3              1.8235   9.418836e-06         0.2418
              4              1.8235   2.092212e-06         0.2221
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1325
         Final Residual: 		   2.092212e-06
         Total Reduction in Residual: 	   4.080128e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0212919
    setup: 0.0154376 s
    solve: 0.00585437 s
    solve(per iteration): 0.00117087 s
resid in solve_pyamgx: 2.09e-06
time solve_pyamgx: 2.57e-02
time u: 3.01e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.085156e-02
              0             1.82349   1.675936e-03         0.0330
              1              1.8235   2.606121e-04         0.1555
              2              1.8235   4.094271e-05         0.1571
              3              1.8235   9.031109e-06         0.2206
              4              1.8235   2.093945e-06         0.2319
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1327
         Final Residual: 		   2.093945e-06
         Total Reduction in Residual: 	   4.117760e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0212862
    setup: 0.0154376 s
    solve: 0.00584867 s
    solve(per iteration): 0.00116973 s
resid in solve_pyamgx: 2.09e-06
time solve_pyamgx: 6.27e-03
time v: 8.59e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.667619e-02
              0             1.82349   1.532900e-03         0.0270
              1              1.8235   1.925596e-04         0.1256
              2              1.8235   3.094900e-05         0.1607
              3              1.8235   7.214966e-06         0.2331
              4              1.8235   1.570367e-06         0.2177
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1226
         Final Residual: 		   1.570367e-06
         Total Reduction in Residual: 	   2.770770e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0212785
    setup: 0.0154376 s
    solve: 0.0058409 s
    solve(per iteration): 0.00116818 s
resid in solve_pyamgx: 1.57e-06
time solve_pyamgx: 6.41e-03
time w: 8.06e-03
area_out 3.2
flow_in 86.76586881112289 flow_out 86.76454008464931 area_out 3.2 flow_out_new 86.76586881112287 uinc: 0.00041522702299179315
xp.sum(su3d) -2.709832358505082e-12
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.162529e-01
              0             1.82349   3.308447e-01         0.6409
              1              1.8235   1.635834e-01         0.4944
              2              1.8235   8.078309e-02         0.4938
              3              1.8235   4.146389e-02         0.5133
              4              1.8235   2.211697e-02         0.5334
              5              1.8235   1.200548e-02         0.5428
              6              1.8235   6.559286e-03         0.5464
              7              1.8235   3.740086e-03         0.5702
              8              1.8235   2.140650e-03         0.5724
              9              1.8235   1.201191e-03         0.5611
             10              1.8235   8.279897e-04         0.6893
             11              1.8235   4.960188e-04         0.5991
             12              1.8235   2.802701e-04         0.5650
             13              1.8235   1.545058e-04         0.5513
             14              1.8235   8.480724e-05         0.5489
             15              1.8235   4.418015e-05         0.5209
             16              1.8235   2.365906e-05         0.5355
         --------------------------------------------------------------
         Total Iterations: 17
         Avg Convergence Rate: 		         0.5556
         Final Residual: 		   2.365906e-05
         Total Reduction in Residual: 	   4.582843e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.182831
    setup: 0.138297 s
    solve: 0.0445342 s
    solve(per iteration): 0.00261966 s
resid in solve_px: 2.37e-05
time p: 5.22e-02
time Smag or Wale: 9.54e-07

comm_min_pans:  -1.11e+03, pk_max: 1.39e+03, u2prim_max: 4.49e+00, v2prim_max: 1.53e+00, w2prim_max: 3.62e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5431962933161852 0.8039163330184296 0.6191361337943961
yplus, min,max,mean 28.236273502525698 41.78894762642067 32.1837564508911
uplus, min,max,mean 21.00480749775073 30.35506774117537 23.76284899882933
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0244
           1(D)        70639            707493  0.000142         0.0185
           2(D)         3117             27805   0.00286       0.000738
           3(D)           19                35     0.097       1.36e-06
         --------------------------------------------------------------
         Grid Complexity: 1.31189
         Operator Complexity: 1.45556
         Total Memory Usage: 0.0436102 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.947200e+00
              0             1.82349   3.307887e-02         0.0112
              1              1.8235   2.656174e-03         0.0803
              2              1.8235   2.546085e-04         0.0959
              3              1.8235   5.992354e-05         0.2354
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0672
         Final Residual: 		   5.992354e-05
         Total Reduction in Residual: 	   2.033236e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0301733
    setup: 0.0244367 s
    solve: 0.00573654 s
    solve(per iteration): 0.00143414 s
resid in solve_pyamgx: 5.99e-05
time solve_pyamgx: 3.45e-02
time k: 4.74e-02
modify_eps, ustar[-2,-2],[2,2] 0.6178852976334922 0.6144984323326332
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0244
           1(D)        70458            705970  0.000142         0.0184
           2(D)         2540             20160   0.00312       0.000545
           3(D)           13                23     0.136       9.16e-07
         --------------------------------------------------------------
         Grid Complexity: 1.30866
         Operator Complexity: 1.44987
         Total Memory Usage: 0.0433652 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   8.401869e+01
              0             1.82349   1.712527e-01         0.0020
              1              1.8235   3.283219e-02         0.1917
              2              1.8235   7.619228e-03         0.2321
              3              1.8235   1.713262e-03         0.2249
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0672
         Final Residual: 		   1.713262e-03
         Total Reduction in Residual: 	   2.039143e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0298186
    setup: 0.024064 s
    solve: 0.00575459 s
    solve(per iteration): 0.00143865 s
resid in solve_pyamgx: 1.71e-03
time solve_pyamgx: 3.42e-02
time eps: 4.12e-02

--time step:  18, iter:1, max residual:4.48e-08, u:1.63e-09, v:1.64e-09, w:1.23e-09, p:4.48e-08, k:3.66e-11, eps:8.17e-13, om:0.00e+00


monitor time step:  18, iter:1, u: 1.48e+01, v: 1.11e-01, w: 2.95e-01, p: 3.63e+00, k: 1.28e+00, eps: 1.84e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  1, umax: 3.13e+01, vismax: 5.89e+02, kmin: 1.39e-01, epsmin: 4.62e-01, ommin: 1.00e+00, fkmax: 5.10e+00

time one iteration: 1.96e-01
vismean_mean 8.421052631578947e-18
modify_u, ustar[-2,-2],[2,2] 0.6178852976334922 0.6144984323326332
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05         0.0239
           1(D)        14112            154186  0.000774        0.00398
           2(D)          207               947    0.0221       2.74e-05
         --------------------------------------------------------------
         Grid Complexity: 1.06053
         Operator Complexity: 1.09432
         Total Memory Usage: 0.0278813 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.078467e+00
              0             1.82349   5.293830e-02         0.0255
              1              1.8235   5.482722e-03         0.1036
              2              1.8235   1.047703e-03         0.1911
              3              1.8235   2.607568e-04         0.2489
              4              1.8235   5.526288e-05         0.2119
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1216
         Final Residual: 		   5.526288e-05
         Total Reduction in Residual: 	   2.658828e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0210583
    setup: 0.0151864 s
    solve: 0.00587194 s
    solve(per iteration): 0.00117439 s
resid in solve_pyamgx: 5.53e-05
time solve_pyamgx: 2.54e-02
time u: 3.15e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   1.758541e+00
              0             1.82349   4.900640e-02         0.0279
              1              1.8235   1.884829e-03         0.0385
              2              1.8235   3.016789e-04         0.1601
              3              1.8235   5.448241e-05         0.1806
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0746
         Final Residual: 		   5.448241e-05
         Total Reduction in Residual: 	   3.098160e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0198839
    setup: 0.0151864 s
    solve: 0.00469754 s
    solve(per iteration): 0.00117438 s
resid in solve_pyamgx: 5.45e-05
time solve_pyamgx: 5.15e-03
time v: 7.46e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.012387e+00
              0             1.82349   5.754185e-02         0.0286
              1              1.8235   3.809478e-03         0.0662
              2              1.8235   7.025926e-04         0.1844
              3              1.8235   1.661526e-04         0.2365
              4              1.8235   3.481171e-05         0.2095
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1116
         Final Residual: 		   3.481171e-05
         Total Reduction in Residual: 	   1.729871e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0210012
    setup: 0.0151864 s
    solve: 0.00581485 s
    solve(per iteration): 0.00116297 s
resid in solve_pyamgx: 3.48e-05
time solve_pyamgx: 6.23e-03
time w: 7.83e-03
area_out 3.2
flow_in 86.76586881112289 flow_out 86.76454562891945 area_out 3.2 flow_out_new 86.76586881112289 uinc: 0.0004134944385736361
xp.sum(su3d) 5.284661597215745e-13
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.116226e+00
              0             1.82349   1.334412e+00         0.6306
              1              1.8235   6.958319e-01         0.5215
              2              1.8235   3.568434e-01         0.5128
              3              1.8235   1.855387e-01         0.5199
              4              1.8235   9.811099e-02         0.5288
              5              1.8235   5.183485e-02         0.5283
              6              1.8235   2.744050e-02         0.5294
              7              1.8235   1.546543e-02         0.5636
              8              1.8235   8.714280e-03         0.5635
              9              1.8235   4.752160e-03         0.5453
             10              1.8235   3.260268e-03         0.6861
             11              1.8235   1.930478e-03         0.5921
             12              1.8235   1.067910e-03         0.5532
             13              1.8235   5.802754e-04         0.5434
             14              1.8235   3.094734e-04         0.5333
             15              1.8235   1.644417e-04         0.5314
             16              1.8235   9.004238e-05         0.5476
         --------------------------------------------------------------
         Total Iterations: 17
         Avg Convergence Rate: 		         0.5532
         Final Residual: 		   9.004238e-05
         Total Reduction in Residual: 	   4.254856e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.18294
    setup: 0.138297 s
    solve: 0.0446427 s
    solve(per iteration): 0.00262604 s
resid in solve_px: 9.00e-05
time p: 5.27e-02
time Smag or Wale: 9.54e-07

comm_min_pans:  -1.18e+03, pk_max: 1.40e+03, u2prim_max: 4.49e+00, v2prim_max: 1.54e+00, w2prim_max: 3.64e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5421994018523909 0.8182284157321599 0.6192484620107385
yplus, min,max,mean 28.18445337714858 42.53291419406517 32.18959546392878
uplus, min,max,mean 20.861179737186443 30.40463358675439 23.79680714226588
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0244
           1(D)        70583            706811  0.000142         0.0185
           2(D)         3284             30276   0.00281       0.000799
           3(D)           15                23     0.102       9.76e-07
         --------------------------------------------------------------
         Grid Complexity: 1.31234
         Operator Complexity: 1.45666
         Total Memory Usage: 0.0436555 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.812233e+00
              0             1.82349   4.727408e-02         0.0168
              1              1.8235   7.231494e-03         0.1530
              2              1.8235   1.736265e-03         0.2401
              3              1.8235   4.678451e-04         0.2695
              4              1.8235   1.238189e-04         0.2647
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1345
         Final Residual: 		   1.238189e-04
         Total Reduction in Residual: 	   4.402868e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0315433
    setup: 0.0243569 s
    solve: 0.00718643 s
    solve(per iteration): 0.00143729 s
resid in solve_pyamgx: 1.24e-04
time solve_pyamgx: 3.61e-02
time k: 4.88e-02
modify_eps, ustar[-2,-2],[2,2] 0.6181057292599133 0.6164664416891392
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0244
           1(D)        70573            707265  0.000142         0.0185
           2(D)         2574             21044   0.00318       0.000567
           3(D)           17                43     0.149       1.48e-06
         --------------------------------------------------------------
         Grid Complexity: 1.3093
         Operator Complexity: 1.45123
         Total Memory Usage: 0.0434223 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.497647e+02
              0             1.82349   1.732522e+00         0.0069
              1              1.8235   3.076356e-01         0.1776
              2              1.8235   7.007133e-02         0.2278
              3              1.8235   1.677923e-02         0.2395
              4              1.8235   4.525636e-03         0.2697
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1126
         Final Residual: 		   4.525636e-03
         Total Reduction in Residual: 	   1.811960e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0314016
    setup: 0.0242643 s
    solve: 0.00713728 s
    solve(per iteration): 0.00142746 s
resid in solve_pyamgx: 4.53e-03
time solve_pyamgx: 3.57e-02
time eps: 4.29e-02

--time step:  19, iter:0, max residual:1.55e-07, u:4.32e-08, v:4.26e-08, w:2.72e-08, p:1.55e-07, k:7.56e-11, eps:2.16e-12, om:0.00e+00


monitor time step:  19, iter:0, u: 1.46e+01, v: 1.54e-01, w: 4.44e-01, p: 3.03e+00, k: 1.27e+00, eps: 1.82e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  0, umax: 3.14e+01, vismax: 5.87e+02, kmin: 1.36e-01, epsmin: 4.59e-01, ommin: 1.00e+00, fkmax: 4.42e+00

time one iteration: 1.99e-01
modify_u, ustar[-2,-2],[2,2] 0.6181057292599133 0.6164664416891392
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05         0.0239
           1(D)        14133            154547  0.000774        0.00398
           2(D)          215              1033    0.0223       2.95e-05
         --------------------------------------------------------------
         Grid Complexity: 1.06066
         Operator Complexity: 1.09459
         Total Memory Usage: 0.0278928 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.185572e-02
              0             1.82349   1.713684e-03         0.0330
              1              1.8235   2.197937e-04         0.1283
              2              1.8235   4.006214e-05         0.1823
              3              1.8235   9.851991e-06         0.2459
              4              1.8235   2.305180e-06         0.2340
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1348
         Final Residual: 		   2.305180e-06
         Total Reduction in Residual: 	   4.445373e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0218056
    setup: 0.0159398 s
    solve: 0.00586573 s
    solve(per iteration): 0.00117315 s
resid in solve_pyamgx: 2.31e-06
time solve_pyamgx: 2.62e-02
time u: 3.07e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.059799e-02
              0             1.82349   1.691099e-03         0.0334
              1              1.8235   2.613763e-04         0.1546
              2              1.8235   4.157555e-05         0.1591
              3              1.8235   9.230891e-06         0.2220
              4              1.8235   2.220916e-06         0.2406
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1344
         Final Residual: 		   2.220916e-06
         Total Reduction in Residual: 	   4.389337e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0217688
    setup: 0.0159398 s
    solve: 0.00582893 s
    solve(per iteration): 0.00116579 s
resid in solve_pyamgx: 2.22e-06
time solve_pyamgx: 6.24e-03
time v: 8.50e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.708372e-02
              0             1.82349   1.541159e-03         0.0270
              1              1.8235   1.939395e-04         0.1258
              2              1.8235   3.139683e-05         0.1619
              3              1.8235   7.296007e-06         0.2324
              4              1.8235   1.618877e-06         0.2219
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1232
         Final Residual: 		   1.618877e-06
         Total Reduction in Residual: 	   2.835970e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0218012
    setup: 0.0159398 s
    solve: 0.00586138 s
    solve(per iteration): 0.00117228 s
resid in solve_pyamgx: 1.62e-06
time solve_pyamgx: 6.35e-03
time w: 8.07e-03
area_out 3.2
flow_in 86.76586881112289 flow_out 86.764544803952 area_out 3.2 flow_out_new 86.76586881112289 uinc: 0.00041375224089978957
xp.sum(su3d) 7.648548461247628e-12
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.228136e-01
              0             1.82349   3.340346e-01         0.6389
              1              1.8235   1.646526e-01         0.4929
              2              1.8235   8.170212e-02         0.4962
              3              1.8235   4.177353e-02         0.5113
              4              1.8235   2.224499e-02         0.5325
              5              1.8235   1.207817e-02         0.5430
              6              1.8235   6.585046e-03         0.5452
              7              1.8235   3.735805e-03         0.5673
              8              1.8235   2.139091e-03         0.5726
              9              1.8235   1.210142e-03         0.5657
             10              1.8235   8.385818e-04         0.6930
             11              1.8235   5.033585e-04         0.6002
             12              1.8235   2.833376e-04         0.5629
             13              1.8235   1.559366e-04         0.5504
             14              1.8235   8.508840e-05         0.5457
             15              1.8235   4.472295e-05         0.5256
             16              1.8235   2.379381e-05         0.5320
         --------------------------------------------------------------
         Total Iterations: 17
         Avg Convergence Rate: 		         0.5554
         Final Residual: 		   2.379381e-05
         Total Reduction in Residual: 	   4.551108e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.182802
    setup: 0.138297 s
    solve: 0.0445051 s
    solve(per iteration): 0.00261795 s
resid in solve_px: 2.38e-05
time p: 5.23e-02
time Smag or Wale: 9.54e-07

comm_min_pans:  -1.11e+03, pk_max: 1.41e+03, u2prim_max: 4.49e+00, v2prim_max: 1.54e+00, w2prim_max: 3.64e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5173625957053617 0.8250714324402523 0.6195734567313085
yplus, min,max,mean 26.89339366277657 42.888625920616995 32.20648924602893
uplus, min,max,mean 20.987179234852114 30.423013440108374 23.78567339452776
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0244
           1(D)        69836            704824  0.000145         0.0184
           2(D)         3498             35546   0.00291       0.000925
           3(D)           29                67    0.0797       2.38e-06
         --------------------------------------------------------------
         Grid Complexity: 1.31015
         Operator Complexity: 1.45872
         Total Memory Usage: 0.0437027 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.902343e+00
              0             1.82349   2.796757e-02         0.0096
              1              1.8235   2.024036e-03         0.0724
              2              1.8235   2.286471e-04         0.1130
              3              1.8235   5.788918e-05         0.2532
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0668
         Final Residual: 		   5.788918e-05
         Total Reduction in Residual: 	   1.994567e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0300609
    setup: 0.0243306 s
    solve: 0.0057303 s
    solve(per iteration): 0.00143258 s
resid in solve_pyamgx: 5.79e-05
time solve_pyamgx: 3.46e-02
time k: 4.72e-02
modify_eps, ustar[-2,-2],[2,2] 0.6181785364406124 0.6170631160334512
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0244
           1(D)        69867            705259  0.000144         0.0184
           2(D)         2670             22952   0.00322       0.000613
           3(D)           11                17      0.14       7.23e-07
         --------------------------------------------------------------
         Grid Complexity: 1.3067
         Operator Complexity: 1.45115
         Total Memory Usage: 0.0433875 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.368945e+01
              0             1.82349   1.564599e-01         0.0029
              1              1.8235   2.777576e-02         0.1775
              2              1.8235   6.331264e-03         0.2279
              3              1.8235   1.500445e-03         0.2370
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0727
         Final Residual: 		   1.500445e-03
         Total Reduction in Residual: 	   2.794674e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0298557
    setup: 0.0241193 s
    solve: 0.00573645 s
    solve(per iteration): 0.00143411 s
resid in solve_pyamgx: 1.50e-03
time solve_pyamgx: 3.42e-02
time eps: 4.12e-02

--time step:  19, iter:1, max residual:4.58e-08, u:1.80e-09, v:1.74e-09, w:1.26e-09, p:4.58e-08, k:3.53e-11, eps:7.15e-13, om:0.00e+00


monitor time step:  19, iter:1, u: 1.46e+01, v: 1.38e-01, w: 4.52e-01, p: 2.99e+00, k: 1.27e+00, eps: 1.81e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  1, umax: 3.14e+01, vismax: 5.99e+02, kmin: 1.38e-01, epsmin: 4.59e-01, ommin: 1.00e+00, fkmax: 5.14e+00

time one iteration: 1.96e-01
vismean_mean 7.999999999999999e-18
modify_u, ustar[-2,-2],[2,2] 0.6181785364406124 0.6170631160334512
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05         0.0239
           1(D)        14180            154766   0.00077        0.00399
           2(D)          257              1349    0.0204       3.78e-05
         --------------------------------------------------------------
         Grid Complexity: 1.06103
         Operator Complexity: 1.09492
         Total Memory Usage: 0.027909 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.107930e+00
              0             1.82349   5.315539e-02         0.0252
              1              1.8235   5.637368e-03         0.1061
              2              1.8235   1.067112e-03         0.1893
              3              1.8235   2.617528e-04         0.2453
              4              1.8235   5.959262e-05         0.2277
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1231
         Final Residual: 		   5.959262e-05
         Total Reduction in Residual: 	   2.827069e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0217108
    setup: 0.0158418 s
    solve: 0.00586909 s
    solve(per iteration): 0.00117382 s
resid in solve_pyamgx: 5.96e-05
time solve_pyamgx: 2.60e-02
time u: 3.21e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   1.774634e+00
              0             1.82349   4.870257e-02         0.0274
              1              1.8235   1.871949e-03         0.0384
              2              1.8235   2.983331e-04         0.1594
              3              1.8235   5.529162e-05         0.1853
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0747
         Final Residual: 		   5.529162e-05
         Total Reduction in Residual: 	   3.115664e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0205778
    setup: 0.0158418 s
    solve: 0.00473606 s
    solve(per iteration): 0.00118402 s
resid in solve_pyamgx: 5.53e-05
time solve_pyamgx: 5.21e-03
time v: 7.48e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.025633e+00
              0             1.82349   5.690799e-02         0.0281
              1              1.8235   3.819672e-03         0.0671
              2              1.8235   7.055727e-04         0.1847
              3              1.8235   1.658832e-04         0.2351
              4              1.8235   3.557599e-05         0.2145
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1119
         Final Residual: 		   3.557599e-05
         Total Reduction in Residual: 	   1.756290e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0216924
    setup: 0.0158418 s
    solve: 0.00585066 s
    solve(per iteration): 0.00117013 s
resid in solve_pyamgx: 3.56e-05
time solve_pyamgx: 6.27e-03
time w: 7.91e-03
area_out 3.2
flow_in 86.7658688111229 flow_out 86.76454944962542 area_out 3.2 flow_out_new 86.76586881112289 uinc: 0.00041230046796236763
xp.sum(su3d) -3.68549635254567e-12
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.109743e+00
              0             1.82349   1.338753e+00         0.6346
              1              1.8235   6.990849e-01         0.5222
              2              1.8235   3.597235e-01         0.5146
              3              1.8235   1.874072e-01         0.5210
              4              1.8235   9.943955e-02         0.5306
              5              1.8235   5.266948e-02         0.5297
              6              1.8235   2.799985e-02         0.5316
              7              1.8235   1.584122e-02         0.5658
              8              1.8235   8.955138e-03         0.5653
              9              1.8235   4.895562e-03         0.5467
             10              1.8235   3.364518e-03         0.6873
             11              1.8235   1.998938e-03         0.5941
             12              1.8235   1.109412e-03         0.5550
             13              1.8235   6.046706e-04         0.5450
             14              1.8235   3.229859e-04         0.5342
             15              1.8235   1.719255e-04         0.5323
             16              1.8235   9.373452e-05         0.5452
         --------------------------------------------------------------
         Total Iterations: 17
         Avg Convergence Rate: 		         0.5546
         Final Residual: 		   9.373452e-05
         Total Reduction in Residual: 	   4.442935e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.182739
    setup: 0.138297 s
    solve: 0.0444416 s
    solve(per iteration): 0.00261421 s
resid in solve_px: 9.37e-05
time p: 5.23e-02
time Smag or Wale: 9.54e-07

comm_min_pans:  -1.18e+03, pk_max: 1.41e+03, u2prim_max: 4.48e+00, v2prim_max: 1.55e+00, w2prim_max: 3.71e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5222832877529274 0.8277562824958357 0.6196767760319831
yplus, min,max,mean 27.149179661662046 43.02818902407616 32.21185996020322
uplus, min,max,mean 20.877760612296356 30.363747475587914 23.8222008320743
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0244
           1(D)        69781            704305  0.000145         0.0184
           2(D)         3447             35623     0.003       0.000925
           3(D)           23                69      0.13       2.24e-06
         --------------------------------------------------------------
         Grid Complexity: 1.30967
         Operator Complexity: 1.45845
         Total Memory Usage: 0.0436871 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.701345e+00
              0             1.82349   4.712827e-02         0.0174
              1              1.8235   7.431715e-03         0.1577
              2              1.8235   1.807142e-03         0.2432
              3              1.8235   4.879637e-04         0.2700
              4              1.8235   1.336612e-04         0.2739
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1377
         Final Residual: 		   1.336612e-04
         Total Reduction in Residual: 	   4.947952e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.031614
    setup: 0.024468 s
    solve: 0.00714592 s
    solve(per iteration): 0.00142918 s
resid in solve_pyamgx: 1.34e-04
time solve_pyamgx: 3.60e-02
time k: 4.85e-02
modify_eps, ustar[-2,-2],[2,2] 0.6184138397852349 0.6192298590295281
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0244
           1(D)        69858            706920  0.000145         0.0184
           2(D)         2723             23399   0.00316       0.000625
           3(D)           16                26     0.102       1.07e-06
         --------------------------------------------------------------
         Grid Complexity: 1.30691
         Operator Complexity: 1.45247
         Total Memory Usage: 0.0434373 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   1.852631e+02
              0             1.82349   1.703055e+00         0.0092
              1              1.8235   3.198892e-01         0.1878
              2              1.8235   7.751499e-02         0.2423
              3              1.8235   1.923351e-02         0.2481
              4              1.8235   5.125627e-03         0.2665
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1226
         Final Residual: 		   5.125627e-03
         Total Reduction in Residual: 	   2.766674e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0315055
    setup: 0.0243589 s
    solve: 0.00714662 s
    solve(per iteration): 0.00142932 s
resid in solve_pyamgx: 5.13e-03
time solve_pyamgx: 3.59e-02
time eps: 4.30e-02

--time step:  20, iter:0, max residual:1.63e-07, u:4.66e-08, v:4.32e-08, w:2.78e-08, p:1.63e-07, k:8.16e-11, eps:2.44e-12, om:0.00e+00


monitor time step:  20, iter:0, u: 1.45e+01, v: 1.77e-01, w: 5.93e-01, p: 2.36e+00, k: 1.27e+00, eps: 1.80e+02, om: 1.00e+00


-- cfl_max_x: 3.92e-01, cfl_max_y: 6.09e-01, at i=  0, j=  2


No of points cfl_x > 1:  0, No of points cfl_y > 1:  0


--time step:  1.17e-03, iter:  0, umax: 3.13e+01, vismax: 5.87e+02, kmin: 1.36e-01, epsmin: 4.56e-01, ommin: 1.00e+00, fkmax: 4.35e+00

time one iteration: 2.00e-01
time every 10th time steps: 3.98e+00
modify_u, ustar[-2,-2],[2,2] 0.6184138397852349 0.6192298590295281
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05         0.0239
           1(D)        14155            154395  0.000771        0.00398
           2(D)          256              1214    0.0185       3.48e-05
         --------------------------------------------------------------
         Grid Complexity: 1.06092
         Operator Complexity: 1.09461
         Total Memory Usage: 0.0278964 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.187346e-02
              0             1.82349   1.729721e-03         0.0333
              1              1.8235   2.290907e-04         0.1324
              2              1.8235   4.253299e-05         0.1857
              3              1.8235   1.068894e-05         0.2513
              4              1.8235   2.536006e-06         0.2373
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1374
         Final Residual: 		   2.536006e-06
         Total Reduction in Residual: 	   4.888832e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0218165
    setup: 0.0159089 s
    solve: 0.00590758 s
    solve(per iteration): 0.00118152 s
resid in solve_pyamgx: 2.54e-06
time solve_pyamgx: 2.61e-02
time u: 3.06e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.115549e-02
              0             1.82349   1.707155e-03         0.0334
              1              1.8235   2.603890e-04         0.1525
              2              1.8235   4.062017e-05         0.1560
              3              1.8235   9.137606e-06         0.2250
              4              1.8235   2.322114e-06         0.2541
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1353
         Final Residual: 		   2.322114e-06
         Total Reduction in Residual: 	   4.539325e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0217928
    setup: 0.0159089 s
    solve: 0.0058839 s
    solve(per iteration): 0.00117678 s
resid in solve_pyamgx: 2.32e-06
time solve_pyamgx: 6.29e-03
time v: 8.59e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.648359e-02
              0             1.82349   1.534453e-03         0.0272
              1              1.8235   1.967208e-04         0.1282
              2              1.8235   3.124808e-05         0.1588
              3              1.8235   7.461944e-06         0.2388
              4              1.8235   1.706013e-06         0.2286
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1247
         Final Residual: 		   1.706013e-06
         Total Reduction in Residual: 	   3.020369e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0218027
    setup: 0.0159089 s
    solve: 0.00589382 s
    solve(per iteration): 0.00117876 s
resid in solve_pyamgx: 1.71e-06
time solve_pyamgx: 6.34e-03
time w: 8.02e-03
area_out 3.2
flow_in 86.7658688111229 flow_out 86.76454851179017 area_out 3.2 flow_out_new 86.76586881112291 uinc: 0.0004125935414789339
xp.sum(su3d) -1.3030687640025462e-11
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.191856e-01
              0             1.82349   3.341459e-01         0.6436
              1              1.8235   1.649445e-01         0.4936
              2              1.8235   8.220042e-02         0.4984
              3              1.8235   4.205989e-02         0.5117
              4              1.8235   2.226626e-02         0.5294
              5              1.8235   1.207689e-02         0.5424
              6              1.8235   6.547233e-03         0.5421
              7              1.8235   3.701724e-03         0.5654
              8              1.8235   2.115250e-03         0.5714
              9              1.8235   1.202394e-03         0.5684
             10              1.8235   8.365683e-04         0.6958
             11              1.8235   5.043783e-04         0.6029
             12              1.8235   2.831426e-04         0.5614
             13              1.8235   1.555912e-04         0.5495
             14              1.8235   8.437784e-05         0.5423
             15              1.8235   4.411162e-05         0.5228
             16              1.8235   2.347763e-05         0.5322
         --------------------------------------------------------------
         Total Iterations: 17
         Avg Convergence Rate: 		         0.5552
         Final Residual: 		   2.347763e-05
         Total Reduction in Residual: 	   4.522010e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.182815
    setup: 0.138297 s
    solve: 0.0445179 s
    solve(per iteration): 0.0026187 s
resid in solve_px: 2.35e-05
time p: 5.22e-02
time Smag or Wale: 9.54e-07

comm_min_pans:  -1.17e+03, pk_max: 1.42e+03, u2prim_max: 4.48e+00, v2prim_max: 1.55e+00, w2prim_max: 3.71e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5160247841590753 0.829861676472084 0.6199609038910423
yplus, min,max,mean 26.823851927715808 43.13763100826385 32.22662941286113
uplus, min,max,mean 20.898115368684167 30.376427975591536 23.812487612466537
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0244
           1(D)        69833            705411  0.000145         0.0184
           2(D)         3677             40267   0.00298        0.00104
           3(D)           26                54    0.0799          2e-06
         --------------------------------------------------------------
         Grid Complexity: 1.31088
         Operator Complexity: 1.462
         Total Memory Usage: 0.0438301 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.081393e+00
              0             1.82349   2.667407e-02         0.0087
              1              1.8235   2.218586e-03         0.0832
              2              1.8235   2.299303e-04         0.1036
              3              1.8235   5.792995e-05         0.2519
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0658
         Final Residual: 		   5.792995e-05
         Total Reduction in Residual: 	   1.879992e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0301485
    setup: 0.0244275 s
    solve: 0.00572102 s
    solve(per iteration): 0.00143026 s
resid in solve_pyamgx: 5.79e-05
time solve_pyamgx: 3.44e-02
time k: 4.68e-02
modify_eps, ustar[-2,-2],[2,2] 0.618490863700703 0.6199634898464104
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0244
           1(D)        69831            705955  0.000145         0.0184
           2(D)         2958             27404   0.00313       0.000723
           3(D)           17                37     0.128       1.35e-06
         --------------------------------------------------------------
         Grid Complexity: 1.30779
         Operator Complexity: 1.45436
         Total Memory Usage: 0.0435164 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.613217e+01
              0             1.82349   1.530940e-01         0.0027
              1              1.8235   2.738645e-02         0.1789
              2              1.8235   6.409400e-03         0.2340
              3              1.8235   1.662300e-03         0.2594
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0738
         Final Residual: 		   1.662300e-03
         Total Reduction in Residual: 	   2.961403e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0301592
    setup: 0.0243999 s
    solve: 0.00575936 s
    solve(per iteration): 0.00143984 s
resid in solve_pyamgx: 1.66e-03
time solve_pyamgx: 3.47e-02
time eps: 4.17e-02

--time step:  20, iter:1, max residual:4.61e-08, u:1.98e-09, v:1.81e-09, w:1.33e-09, p:4.61e-08, k:3.54e-11, eps:7.93e-13, om:0.00e+00


monitor time step:  20, iter:1, u: 1.45e+01, v: 1.62e-01, w: 6.00e-01, p: 2.28e+00, k: 1.26e+00, eps: 1.80e+02, om: 1.00e+00


-- cfl_max_x: 3.92e-01, cfl_max_y: 6.18e-01, at i=  0, j= 75


No of points cfl_x > 1:  0, No of points cfl_y > 1:  0


--time step:  1.17e-03, iter:  1, umax: 3.13e+01, vismax: 5.90e+02, kmin: 1.40e-01, epsmin: 4.56e-01, ommin: 1.00e+00, fkmax: 4.96e+00

time one iteration: 1.97e-01
vismean_mean 7.619047619047619e-18
modify_u, ustar[-2,-2],[2,2] 0.618490863700703 0.6199634898464104
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05         0.0239
           1(D)        14234            155274  0.000766        0.00401
           2(D)          653              2359   0.00553       7.22e-05
         --------------------------------------------------------------
         Grid Complexity: 1.06294
         Operator Complexity: 1.09584
         Total Memory Usage: 0.0279635 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.137130e+00
              0             1.82349   5.337952e-02         0.0250
              1              1.8235   5.782564e-03         0.1083
              2              1.8235   1.094973e-03         0.1894
              3              1.8235   2.755565e-04         0.2517
              4              1.8235   6.660759e-05         0.2417
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1255
         Final Residual: 		   6.660759e-05
         Total Reduction in Residual: 	   3.116684e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0219634
    setup: 0.0160475 s
    solve: 0.0059159 s
    solve(per iteration): 0.00118318 s
resid in solve_pyamgx: 6.66e-05
time solve_pyamgx: 2.63e-02
time u: 3.25e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   1.791193e+00
              0             1.82349   4.844560e-02         0.0270
              1              1.8235   1.901985e-03         0.0393
              2              1.8235   3.216074e-04         0.1691
              3              1.8235   6.183617e-05         0.1923
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0767
         Final Residual: 		   6.183617e-05
         Total Reduction in Residual: 	   3.452234e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0207977
    setup: 0.0160475 s
    solve: 0.00475014 s
    solve(per iteration): 0.00118754 s
resid in solve_pyamgx: 6.18e-05
time solve_pyamgx: 5.24e-03
time v: 7.52e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.039432e+00
              0             1.82349   5.640839e-02         0.0277
              1              1.8235   3.904531e-03         0.0692
              2              1.8235   7.221206e-04         0.1849
              3              1.8235   1.671743e-04         0.2315
              4              1.8235   3.733128e-05         0.2233
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1129
         Final Residual: 		   3.733128e-05
         Total Reduction in Residual: 	   1.830474e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0219295
    setup: 0.0160475 s
    solve: 0.00588202 s
    solve(per iteration): 0.0011764 s
resid in solve_pyamgx: 3.73e-05
time solve_pyamgx: 6.31e-03
time w: 7.98e-03
area_out 3.2
flow_in 86.76586881112289 flow_out 86.76455244438027 area_out 3.2 flow_out_new 86.7658688111229 uinc: 0.0004113646070669219
xp.sum(su3d) -4.89386309254769e-12
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.107280e+00
              0             1.82349   1.342062e+00         0.6369
              1              1.8235   7.012117e-01         0.5225
              2              1.8235   3.623848e-01         0.5168
              3              1.8235   1.894256e-01         0.5227
              4              1.8235   1.007060e-01         0.5316
              5              1.8235   5.334241e-02         0.5297
              6              1.8235   2.846316e-02         0.5336
              7              1.8235   1.617266e-02         0.5682
              8              1.8235   9.158823e-03         0.5663
              9              1.8235   5.019638e-03         0.5481
             10              1.8235   3.453278e-03         0.6880
             11              1.8235   2.062668e-03         0.5973
             12              1.8235   1.149077e-03         0.5571
             13              1.8235   6.276402e-04         0.5462
             14              1.8235   3.357034e-04         0.5349
             15              1.8235   1.778001e-04         0.5296
             16              1.8235   9.678290e-05         0.5443
         --------------------------------------------------------------
         Total Iterations: 17
         Avg Convergence Rate: 		         0.5557
         Final Residual: 		   9.678290e-05
         Total Reduction in Residual: 	   4.592787e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.182752
    setup: 0.138297 s
    solve: 0.0444552 s
    solve(per iteration): 0.00261501 s
resid in solve_px: 9.68e-05
time p: 5.21e-02
time Smag or Wale: 1.67e-06

comm_min_pans:  -1.20e+03, pk_max: 1.42e+03, u2prim_max: 4.47e+00, v2prim_max: 1.57e+00, w2prim_max: 3.78e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5210682105582004 0.8307522694942723 0.620070593710576
yplus, min,max,mean 27.086017868367147 43.183925558619535 32.232331277514675
uplus, min,max,mean 20.81470936212123 31.182675065152708 23.850674089245597
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0244
           1(D)        69808            706188  0.000145         0.0184
           2(D)         3678             40420   0.00299        0.00104
           3(D)           30                90       0.1       2.92e-06
         --------------------------------------------------------------
         Grid Complexity: 1.31079
         Operator Complexity: 1.4626
         Total Memory Usage: 0.0438506 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.014727e+00
              0             1.82349   4.673631e-02         0.0155
              1              1.8235   7.019986e-03         0.1502
              2              1.8235   1.527872e-03         0.2176
              3              1.8235   3.677499e-04         0.2407
              4              1.8235   9.401987e-05         0.2557
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1255
         Final Residual: 		   9.401987e-05
         Total Reduction in Residual: 	   3.118686e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0317146
    setup: 0.0245546 s
    solve: 0.00716 s
    solve(per iteration): 0.001432 s
resid in solve_pyamgx: 9.40e-05
time solve_pyamgx: 3.61e-02
time k: 4.87e-02
modify_eps, ustar[-2,-2],[2,2] 0.6187371177844524 0.6221246244539862
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0244
           1(D)        69982            707310  0.000144         0.0185
           2(D)         3042             28248   0.00305       0.000745
           3(D)           15                29     0.129       1.11e-06
         --------------------------------------------------------------
         Grid Complexity: 1.30878
         Operator Complexity: 1.45571
         Total Memory Usage: 0.0435775 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.996385e+02
              0             1.82349   1.640132e+00         0.0055
              1              1.8235   2.939344e-01         0.1792
              2              1.8235   7.275069e-02         0.2475
              3              1.8235   1.855373e-02         0.2550
              4              1.8235   4.679236e-03         0.2522
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1093
         Final Residual: 		   4.679236e-03
         Total Reduction in Residual: 	   1.561627e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0314798
    setup: 0.0242934 s
    solve: 0.00718643 s
    solve(per iteration): 0.00143729 s
resid in solve_pyamgx: 4.68e-03
time solve_pyamgx: 3.58e-02
time eps: 4.28e-02

--time step:  21, iter:0, max residual:1.69e-07, u:5.20e-08, v:4.83e-08, w:2.92e-08, p:1.69e-07, k:5.74e-11, eps:2.23e-12, om:0.00e+00


monitor time step:  21, iter:0, u: 1.44e+01, v: 1.97e-01, w: 7.31e-01, p: 1.64e+00, k: 1.26e+00, eps: 1.78e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  0, umax: 3.14e+01, vismax: 6.07e+02, kmin: 1.36e-01, epsmin: 4.53e-01, ommin: 1.00e+00, fkmax: 4.40e+00

time one iteration: 2.00e-01
modify_u, ustar[-2,-2],[2,2] 0.6187371177844524 0.6221246244539862
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05         0.0239
           1(D)        14227            154839  0.000765          0.004
           2(D)          528              1836   0.00659       5.68e-05
         --------------------------------------------------------------
         Grid Complexity: 1.06238
         Operator Complexity: 1.09526
         Total Memory Usage: 0.0279361 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.243901e-02
              0             1.82349   1.750383e-03         0.0334
              1              1.8235   2.369554e-04         0.1354
              2              1.8235   4.503645e-05         0.1901
              3              1.8235   1.150078e-05         0.2554
              4              1.8235   2.923991e-06         0.2542
              5              1.8235   6.912710e-07         0.2364
         --------------------------------------------------------------
         Total Iterations: 6
         Avg Convergence Rate: 		         0.1537
         Final Residual: 		   6.912710e-07
         Total Reduction in Residual: 	   1.318238e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0231916
    setup: 0.0160092 s
    solve: 0.00718234 s
    solve(per iteration): 0.00119706 s
resid in solve_pyamgx: 6.91e-07
time solve_pyamgx: 2.75e-02
time u: 3.19e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.076844e-02
              0             1.82349   1.711639e-03         0.0337
              1              1.8235   2.600301e-04         0.1519
              2              1.8235   4.164416e-05         0.1602
              3              1.8235   9.787950e-06         0.2350
              4              1.8235   2.588555e-06         0.2645
              5              1.8235   6.179534e-07         0.2387
         --------------------------------------------------------------
         Total Iterations: 6
         Avg Convergence Rate: 		         0.1517
         Final Residual: 		   6.179534e-07
         Total Reduction in Residual: 	   1.217200e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0231362
    setup: 0.0160092 s
    solve: 0.00712694 s
    solve(per iteration): 0.00118782 s
resid in solve_pyamgx: 6.18e-07
time solve_pyamgx: 7.61e-03
time v: 9.87e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.647199e-02
              0             1.82349   1.540770e-03         0.0273
              1              1.8235   1.999730e-04         0.1298
              2              1.8235   3.254953e-05         0.1628
              3              1.8235   7.934042e-06         0.2438
              4              1.8235   1.886997e-06         0.2378
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1273
         Final Residual: 		   1.886997e-06
         Total Reduction in Residual: 	   3.341474e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0218748
    setup: 0.0160092 s
    solve: 0.00586563 s
    solve(per iteration): 0.00117313 s
resid in solve_pyamgx: 1.89e-06
time solve_pyamgx: 6.28e-03
time w: 7.93e-03
area_out 3.2
flow_in 86.76586881112289 flow_out 86.76455139531747 area_out 3.2 flow_out_new 86.76586881112287 uinc: 0.0004116924391928123
xp.sum(su3d) -4.862998892463111e-12
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.300582e-01
              0             1.82349   3.401042e-01         0.6416
              1              1.8235   1.671890e-01         0.4916
              2              1.8235   8.338702e-02         0.4988
              3              1.8235   4.266741e-02         0.5117
              4              1.8235   2.250037e-02         0.5273
              5              1.8235   1.208684e-02         0.5372
              6              1.8235   6.538512e-03         0.5410
              7              1.8235   3.694102e-03         0.5650
              8              1.8235   2.099634e-03         0.5684
              9              1.8235   1.195308e-03         0.5693
             10              1.8235   8.352154e-04         0.6987
             11              1.8235   5.046651e-04         0.6042
             12              1.8235   2.827676e-04         0.5603
             13              1.8235   1.552169e-04         0.5489
             14              1.8235   8.394026e-05         0.5408
             15              1.8235   4.369570e-05         0.5206
             16              1.8235   2.320495e-05         0.5311
         --------------------------------------------------------------
         Total Iterations: 17
         Avg Convergence Rate: 		         0.5541
         Final Residual: 		   2.320495e-05
         Total Reduction in Residual: 	   4.377812e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.18277
    setup: 0.138297 s
    solve: 0.0444728 s
    solve(per iteration): 0.00261605 s
resid in solve_px: 2.32e-05
time p: 5.24e-02
time Smag or Wale: 1.43e-06

comm_min_pans:  -1.14e+03, pk_max: 1.42e+03, u2prim_max: 4.47e+00, v2prim_max: 1.57e+00, w2prim_max: 3.78e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5165769196227684 0.8316109970067815 0.6203968940065562
yplus, min,max,mean 26.852552874602075 43.22856368521522 32.24929292566032
uplus, min,max,mean 20.825463716209125 30.5004781756665 23.8390899535182
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0244
           1(D)        69991            707033  0.000144         0.0185
           2(D)         3749             43521    0.0031        0.00111
           3(D)           34                82    0.0709       2.86e-06
         --------------------------------------------------------------
         Grid Complexity: 1.31188
         Operator Complexity: 1.46504
         Total Memory Usage: 0.0439521 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.171730e+00
              0             1.82349   3.223096e-02         0.0102
              1              1.8235   2.619639e-03         0.0813
              2              1.8235   2.532166e-04         0.0967
              3              1.8235   5.739967e-05         0.2267
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0652
         Final Residual: 		   5.739967e-05
         Total Reduction in Residual: 	   1.809728e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0301867
    setup: 0.0244789 s
    solve: 0.00570778 s
    solve(per iteration): 0.00142694 s
resid in solve_pyamgx: 5.74e-05
time solve_pyamgx: 3.45e-02
time k: 4.70e-02
modify_eps, ustar[-2,-2],[2,2] 0.6188176257441489 0.6229367794057045
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0244
           1(D)        69864            706912  0.000145         0.0184
           2(D)         3112             30866   0.00319       0.000806
           3(D)           12                16     0.111        7.3e-07
         --------------------------------------------------------------
         Grid Complexity: 1.30856
         Operator Complexity: 1.45708
         Total Memory Usage: 0.0436242 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   7.380867e+01
              0             1.82349   1.544589e-01         0.0021
              1              1.8235   2.884346e-02         0.1867
              2              1.8235   6.421472e-03         0.2226
              3              1.8235   1.616685e-03         0.2518
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0684
         Final Residual: 		   1.616685e-03
         Total Reduction in Residual: 	   2.190373e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0299746
    setup: 0.0242188 s
    solve: 0.00575574 s
    solve(per iteration): 0.00143894 s
resid in solve_pyamgx: 1.62e-03
time solve_pyamgx: 3.44e-02
time eps: 4.13e-02

--time step:  21, iter:1, max residual:4.60e-08, u:5.40e-10, v:4.83e-10, w:1.47e-09, p:4.60e-08, k:3.50e-11, eps:7.71e-13, om:0.00e+00


monitor time step:  21, iter:1, u: 1.44e+01, v: 1.83e-01, w: 7.37e-01, p: 1.54e+00, k: 1.26e+00, eps: 1.78e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  1, umax: 3.14e+01, vismax: 6.11e+02, kmin: 1.39e-01, epsmin: 4.53e-01, ommin: 1.00e+00, fkmax: 5.11e+00

time one iteration: 1.98e-01
vismean_mean 7.272727272727271e-18
modify_u, ustar[-2,-2],[2,2] 0.6188176257441489 0.6229367794057045
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05         0.0239
           1(D)        14264            155556  0.000765        0.00401
           2(D)          276              1448     0.019       4.06e-05
         --------------------------------------------------------------
         Grid Complexity: 1.06147
         Operator Complexity: 1.09546
         Total Memory Usage: 0.0279341 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.165582e+00
              0             1.82349   5.369010e-02         0.0248
              1              1.8235   5.997466e-03         0.1117
              2              1.8235   1.177889e-03         0.1964
              3              1.8235   2.922128e-04         0.2481
              4              1.8235   6.864514e-05         0.2349
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1260
         Final Residual: 		   6.864514e-05
         Total Reduction in Residual: 	   3.169824e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0211458
    setup: 0.015252 s
    solve: 0.00589382 s
    solve(per iteration): 0.00117876 s
resid in solve_pyamgx: 6.86e-05
time solve_pyamgx: 2.55e-02
time u: 3.18e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   1.808491e+00
              0             1.82349   4.826767e-02         0.0267
              1              1.8235   1.904603e-03         0.0395
              2              1.8235   3.139633e-04         0.1648
              3              1.8235   5.739791e-05         0.1828
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0751
         Final Residual: 		   5.739791e-05
         Total Reduction in Residual: 	   3.173802e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0200259
    setup: 0.015252 s
    solve: 0.00477392 s
    solve(per iteration): 0.00119348 s
resid in solve_pyamgx: 5.74e-05
time solve_pyamgx: 5.21e-03
time v: 7.59e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.054125e+00
              0             1.82349   5.599831e-02         0.0273
              1              1.8235   3.897971e-03         0.0696
              2              1.8235   7.241883e-04         0.1858
              3              1.8235   1.671730e-04         0.2308
              4              1.8235   3.664233e-05         0.2192
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1123
         Final Residual: 		   3.664233e-05
         Total Reduction in Residual: 	   1.783842e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0211768
    setup: 0.015252 s
    solve: 0.00592486 s
    solve(per iteration): 0.00118497 s
resid in solve_pyamgx: 3.66e-05
time solve_pyamgx: 6.38e-03
time w: 7.97e-03
area_out 3.2
flow_in 86.76586881112289 flow_out 86.76455469637737 area_out 3.2 flow_out_new 86.76586881112289 uinc: 0.00041066085797236695
xp.sum(su3d) 1.2748246902560822e-11
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.113975e+00
              0             1.82349   1.351075e+00         0.6391
              1              1.8235   7.056068e-01         0.5223
              2              1.8235   3.655301e-01         0.5180
              3              1.8235   1.915874e-01         0.5241
              4              1.8235   1.020963e-01         0.5329
              5              1.8235   5.399323e-02         0.5288
              6              1.8235   2.891934e-02         0.5356
              7              1.8235   1.648938e-02         0.5702
              8              1.8235   9.348620e-03         0.5669
              9              1.8235   5.136084e-03         0.5494
             10              1.8235   3.539553e-03         0.6892
             11              1.8235   2.122708e-03         0.5997
             12              1.8235   1.185213e-03         0.5583
             13              1.8235   6.489883e-04         0.5476
             14              1.8235   3.473513e-04         0.5352
             15              1.8235   1.834621e-04         0.5282
             16              1.8235   9.951946e-05         0.5425
         --------------------------------------------------------------
         Total Iterations: 17
         Avg Convergence Rate: 		         0.5565
         Final Residual: 		   9.951946e-05
         Total Reduction in Residual: 	   4.707694e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.182866
    setup: 0.138297 s
    solve: 0.0445688 s
    solve(per iteration): 0.0026217 s
resid in solve_px: 9.95e-05
time p: 5.26e-02
time Smag or Wale: 7.15e-07

comm_min_pans:  -1.22e+03, pk_max: 1.41e+03, u2prim_max: 4.45e+00, v2prim_max: 1.58e+00, w2prim_max: 3.83e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5145318585137938 0.8319820503266122 0.6205175156458108
yplus, min,max,mean 26.746247096170016 43.247851672176246 32.25556304502275
uplus, min,max,mean 20.768936701400296 30.568786084210306 23.87834011069388
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0244
           1(D)        69966            706262  0.000144         0.0184
           2(D)         3784             43946   0.00307        0.00112
           3(D)           22                46     0.095        1.7e-06
         --------------------------------------------------------------
         Grid Complexity: 1.31187
         Operator Complexity: 1.4648
         Total Memory Usage: 0.0439435 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.307635e+00
              0             1.82349   4.724744e-02         0.0143
              1              1.8235   7.185589e-03         0.1521
              2              1.8235   1.647548e-03         0.2293
              3              1.8235   4.265196e-04         0.2589
              4              1.8235   1.116829e-04         0.2618
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1276
         Final Residual: 		   1.116829e-04
         Total Reduction in Residual: 	   3.376518e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0316173
    setup: 0.0244428 s
    solve: 0.0071744 s
    solve(per iteration): 0.00143488 s
resid in solve_pyamgx: 1.12e-04
time solve_pyamgx: 3.60e-02
time k: 4.90e-02
modify_eps, ustar[-2,-2],[2,2] 0.619071596784747 0.6248729279629833
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0244
           1(D)        69892            705396  0.000144         0.0184
           2(D)         3172             31740   0.00315       0.000828
           3(D)           23                47    0.0888       1.75e-06
         --------------------------------------------------------------
         Grid Complexity: 1.30898
         Operator Complexity: 1.4567
         Total Memory Usage: 0.0436156 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.653977e+02
              0             1.82349   1.602700e+00         0.0060
              1              1.8235   2.883089e-01         0.1799
              2              1.8235   6.842392e-02         0.2373
              3              1.8235   1.785706e-02         0.2610
              4              1.8235   4.866353e-03         0.2725
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1129
         Final Residual: 		   4.866353e-03
         Total Reduction in Residual: 	   1.833608e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0315003
    setup: 0.0243487 s
    solve: 0.00715165 s
    solve(per iteration): 0.00143033 s
resid in solve_pyamgx: 4.87e-03
time solve_pyamgx: 3.59e-02
time eps: 4.28e-02

--time step:  22, iter:0, max residual:1.75e-07, u:5.36e-08, v:4.48e-08, w:2.86e-08, p:1.75e-07, k:6.82e-11, eps:2.32e-12, om:0.00e+00


monitor time step:  22, iter:0, u: 1.43e+01, v: 2.14e-01, w: 8.58e-01, p: 8.98e-01, k: 1.25e+00, eps: 1.77e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  0, umax: 3.15e+01, vismax: 6.15e+02, kmin: 1.35e-01, epsmin: 4.50e-01, ommin: 1.00e+00, fkmax: 4.46e+00

time one iteration: 2.00e-01
modify_u, ustar[-2,-2],[2,2] 0.619071596784747 0.6248729279629833
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05         0.0239
           1(D)        14262            155672  0.000765        0.00402
           2(D)          284              1542    0.0191       4.29e-05
         --------------------------------------------------------------
         Grid Complexity: 1.06149
         Operator Complexity: 1.09559
         Total Memory Usage: 0.0279391 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.443875e-02
              0             1.82349   1.810132e-03         0.0333
              1              1.8235   2.416838e-04         0.1335
              2              1.8235   4.737747e-05         0.1960
              3              1.8235   1.200537e-05         0.2534
              4              1.8235   2.804640e-06         0.2336
              5              1.8235   6.527158e-07         0.2327
         --------------------------------------------------------------
         Total Iterations: 6
         Avg Convergence Rate: 		         0.1513
         Final Residual: 		   6.527158e-07
         Total Reduction in Residual: 	   1.198991e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0224344
    setup: 0.0153027 s
    solve: 0.00713171 s
    solve(per iteration): 0.00118862 s
resid in solve_pyamgx: 6.53e-07
time solve_pyamgx: 2.68e-02
time u: 3.12e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.170209e-02
              0             1.82349   1.725698e-03         0.0334
              1              1.8235   2.591596e-04         0.1502
              2              1.8235   3.989555e-05         0.1539
              3              1.8235   8.877372e-06         0.2225
              4              1.8235   2.304109e-06         0.2595
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1348
         Final Residual: 		   2.304109e-06
         Total Reduction in Residual: 	   4.456510e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0212471
    setup: 0.0153027 s
    solve: 0.00594448 s
    solve(per iteration): 0.0011889 s
resid in solve_pyamgx: 2.30e-06
time solve_pyamgx: 6.39e-03
time v: 8.59e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.793404e-02
              0             1.82349   1.564880e-03         0.0270
              1              1.8235   2.021831e-04         0.1292
              2              1.8235   3.333333e-05         0.1649
              3              1.8235   8.135755e-06         0.2441
              4              1.8235   1.868902e-06         0.2297
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1264
         Final Residual: 		   1.868902e-06
         Total Reduction in Residual: 	   3.225913e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0211948
    setup: 0.0153027 s
    solve: 0.0058921 s
    solve(per iteration): 0.00117842 s
resid in solve_pyamgx: 1.87e-06
time solve_pyamgx: 6.34e-03
time w: 8.03e-03
area_out 3.2
flow_in 86.76586881112289 flow_out 86.76455357955209 area_out 3.2 flow_out_new 86.76586881112289 uinc: 0.00041100986587494504
xp.sum(su3d) 2.015054789694659e-12
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.341261e-01
              0             1.82349   3.392717e-01         0.6352
              1              1.8235   1.683686e-01         0.4963
              2              1.8235   8.417658e-02         0.5000
              3              1.8235   4.288793e-02         0.5095
              4              1.8235   2.249469e-02         0.5245
              5              1.8235   1.203786e-02         0.5351
              6              1.8235   6.502626e-03         0.5402
              7              1.8235   3.649548e-03         0.5612
              8              1.8235   2.066407e-03         0.5662
              9              1.8235   1.177401e-03         0.5698
             10              1.8235   8.231243e-04         0.6991
             11              1.8235   4.994572e-04         0.6068
             12              1.8235   2.795455e-04         0.5597
             13              1.8235   1.530610e-04         0.5475
             14              1.8235   8.289861e-05         0.5416
             15              1.8235   4.305621e-05         0.5194
             16              1.8235   2.278702e-05         0.5292
         --------------------------------------------------------------
         Total Iterations: 17
         Avg Convergence Rate: 		         0.5533
         Final Residual: 		   2.278702e-05
         Total Reduction in Residual: 	   4.266225e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.18285
    setup: 0.138297 s
    solve: 0.0445533 s
    solve(per iteration): 0.00262078 s
resid in solve_px: 2.28e-05
time p: 5.20e-02
time Smag or Wale: 9.54e-07

comm_min_pans:  -1.18e+03, pk_max: 1.42e+03, u2prim_max: 4.45e+00, v2prim_max: 1.58e+00, w2prim_max: 3.83e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5139944411064985 0.8323454749531124 0.6208687289144752
yplus, min,max,mean 26.71831121905869 43.26674310659448 32.27381971214981
uplus, min,max,mean 20.77184529139888 30.600905914874353 23.86553655772342
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0244
           1(D)        69805            706149  0.000145         0.0184
           2(D)         3883             46881   0.00311        0.00119
           3(D)           28                58     0.074       2.15e-06
         --------------------------------------------------------------
         Grid Complexity: 1.31164
         Operator Complexity: 1.46656
         Total Memory Usage: 0.0440039 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.206841e+00
              0             1.82349   2.631908e-02         0.0082
              1              1.8235   2.045159e-03         0.0777
              2              1.8235   2.077824e-04         0.1016
              3              1.8235   5.185185e-05         0.2495
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0634
         Final Residual: 		   5.185185e-05
         Total Reduction in Residual: 	   1.616914e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0302776
    setup: 0.0245207 s
    solve: 0.00575693 s
    solve(per iteration): 0.00143923 s
resid in solve_pyamgx: 5.19e-05
time solve_pyamgx: 3.46e-02
time k: 4.71e-02
modify_eps, ustar[-2,-2],[2,2] 0.6191549474048459 0.6256566051438296
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0244
           1(D)        69843            706005  0.000145         0.0184
           2(D)         3267             33265   0.00312       0.000866
           3(D)           22                60     0.124       2.01e-06
         --------------------------------------------------------------
         Grid Complexity: 1.30917
         Operator Complexity: 1.45803
         Total Memory Usage: 0.043666 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   6.492775e+01
              0             1.82349   1.448132e-01         0.0022
              1              1.8235   2.702058e-02         0.1866
              2              1.8235   6.192099e-03         0.2292
              3              1.8235   1.569870e-03         0.2535
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0701
         Final Residual: 		   1.569870e-03
         Total Reduction in Residual: 	   2.417872e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.030179
    setup: 0.0244203 s
    solve: 0.00575869 s
    solve(per iteration): 0.00143967 s
resid in solve_pyamgx: 1.57e-03
time solve_pyamgx: 3.45e-02
time eps: 4.16e-02

--time step:  22, iter:1, max residual:4.58e-08, u:5.10e-10, v:1.80e-09, w:1.46e-09, p:4.58e-08, k:3.16e-11, eps:7.49e-13, om:0.00e+00


monitor time step:  22, iter:1, u: 1.43e+01, v: 2.01e-01, w: 8.63e-01, p: 7.74e-01, k: 1.25e+00, eps: 1.77e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  1, umax: 3.15e+01, vismax: 6.14e+02, kmin: 1.39e-01, epsmin: 4.50e-01, ommin: 1.00e+00, fkmax: 5.14e+00

time one iteration: 1.97e-01
vismean_mean 6.956521739130435e-18
modify_u, ustar[-2,-2],[2,2] 0.6191549474048459 0.6256566051438296
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05         0.0239
           1(D)        14713            154851  0.000715        0.00401
           2(D)          286              1514    0.0185       4.24e-05
         --------------------------------------------------------------
         Grid Complexity: 1.06341
         Operator Complexity: 1.09507
         Total Memory Usage: 0.0279437 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.193662e+00
              0             1.82349   5.410526e-02         0.0247
              1              1.8235   6.161213e-03         0.1139
              2              1.8235   1.191678e-03         0.1934
              3              1.8235   3.065286e-04         0.2572
              4              1.8235   7.873212e-05         0.2569
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1291
         Final Residual: 		   7.873212e-05
         Total Reduction in Residual: 	   3.589072e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0212728
    setup: 0.0153855 s
    solve: 0.00588723 s
    solve(per iteration): 0.00117745 s
resid in solve_pyamgx: 7.87e-05
time solve_pyamgx: 2.56e-02
time u: 3.18e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   1.826048e+00
              0             1.82349   4.820693e-02         0.0264
              1              1.8235   1.909233e-03         0.0396
              2              1.8235   3.193199e-04         0.1673
              3              1.8235   6.261319e-05         0.1961
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0765
         Final Residual: 		   6.261319e-05
         Total Reduction in Residual: 	   3.428891e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0201894
    setup: 0.0153855 s
    solve: 0.00480384 s
    solve(per iteration): 0.00120096 s
resid in solve_pyamgx: 6.26e-05
time solve_pyamgx: 5.23e-03
time v: 7.60e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.069663e+00
              0             1.82349   5.580937e-02         0.0270
              1              1.8235   3.918840e-03         0.0702
              2              1.8235   7.251060e-04         0.1850
              3              1.8235   1.764883e-04         0.2434
              4              1.8235   4.067564e-05         0.2305
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1145
         Final Residual: 		   4.067564e-05
         Total Reduction in Residual: 	   1.965327e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0212822
    setup: 0.0153855 s
    solve: 0.00589664 s
    solve(per iteration): 0.00117933 s
resid in solve_pyamgx: 4.07e-05
time solve_pyamgx: 6.33e-03
time w: 7.95e-03
area_out 3.2
flow_in 86.76586881112287 flow_out 86.76455638090509 area_out 3.2 flow_out_new 86.76586881112286 uinc: 0.0004101344430562648
xp.sum(su3d) 1.4693579686309022e-11
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.103455e+00
              0             1.82349   1.349234e+00         0.6414
              1              1.8235   7.064086e-01         0.5236
              2              1.8235   3.673248e-01         0.5200
              3              1.8235   1.929213e-01         0.5252
              4              1.8235   1.029856e-01         0.5338
              5              1.8235   5.439478e-02         0.5282
              6              1.8235   2.925071e-02         0.5377
              7              1.8235   1.670461e-02         0.5711
              8              1.8235   9.489311e-03         0.5681
              9              1.8235   5.220666e-03         0.5502
             10              1.8235   3.601681e-03         0.6899
             11              1.8235   2.171276e-03         0.6029
             12              1.8235   1.216451e-03         0.5602
             13              1.8235   6.657435e-04         0.5473
             14              1.8235   3.567779e-04         0.5359
             15              1.8235   1.876373e-04         0.5259
             16              1.8235   1.014976e-04         0.5409
         --------------------------------------------------------------
         Total Iterations: 17
         Avg Convergence Rate: 		         0.5573
         Final Residual: 		   1.014976e-04
         Total Reduction in Residual: 	   4.825279e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.182771
    setup: 0.138297 s
    solve: 0.0444744 s
    solve(per iteration): 0.00261614 s
resid in solve_px: 1.01e-04
time p: 5.22e-02
time Smag or Wale: 9.54e-07

comm_min_pans:  -1.24e+03, pk_max: 1.40e+03, u2prim_max: 4.44e+00, v2prim_max: 1.59e+00, w2prim_max: 3.88e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5137689486713655 0.8325053302540538 0.6209824998356939
yplus, min,max,mean 26.706589736144483 43.27505265887559 32.27973371945746
uplus, min,max,mean 20.742264568436354 31.313590010157 23.906131100950645
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0244
           1(D)        69880            705984  0.000145         0.0184
           2(D)         3798             46444   0.00322        0.00118
           3(D)           32                86     0.084       2.89e-06
         --------------------------------------------------------------
         Grid Complexity: 1.31161
         Operator Complexity: 1.4662
         Total Memory Usage: 0.0439907 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.702604e+00
              0             1.82349   4.502685e-02         0.0122
              1              1.8235   6.956021e-03         0.1545
              2              1.8235   1.565881e-03         0.2251
              3              1.8235   3.871939e-04         0.2473
              4              1.8235   1.004905e-04         0.2595
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1221
         Final Residual: 		   1.004905e-04
         Total Reduction in Residual: 	   2.714049e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0316969
    setup: 0.0244736 s
    solve: 0.0072233 s
    solve(per iteration): 0.00144466 s
resid in solve_pyamgx: 1.00e-04
time solve_pyamgx: 3.62e-02
time k: 4.88e-02
modify_eps, ustar[-2,-2],[2,2] 0.6194139378389789 0.6271970462464689
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0244
           1(D)        69855            705837  0.000145         0.0184
           2(D)         3500             38578   0.00315       0.000993
           3(D)           25                65     0.104       2.21e-06
         --------------------------------------------------------------
         Grid Complexity: 1.31022
         Operator Complexity: 1.46122
         Total Memory Usage: 0.043794 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   4.267953e+02
              0             1.82349   1.592624e+00         0.0037
              1              1.8235   2.888091e-01         0.1813
              2              1.8235   6.757303e-02         0.2340
              3              1.8235   1.821249e-02         0.2695
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0808
         Final Residual: 		   1.821249e-02
         Total Reduction in Residual: 	   4.267265e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0301706
    setup: 0.024417 s
    solve: 0.00575366 s
    solve(per iteration): 0.00143842 s
resid in solve_pyamgx: 1.82e-02
time solve_pyamgx: 3.46e-02
time eps: 4.16e-02

--time step:  23, iter:0, max residual:1.81e-07, u:6.15e-08, v:4.89e-08, w:3.18e-08, p:1.81e-07, k:6.13e-11, eps:8.68e-12, om:0.00e+00


monitor time step:  23, iter:0, u: 1.43e+01, v: 2.28e-01, w: 9.73e-01, p: 1.49e-01, k: 1.25e+00, eps: 1.76e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  0, umax: 3.15e+01, vismax: 6.13e+02, kmin: 1.37e-01, epsmin: 4.46e-01, ommin: 1.00e+00, fkmax: 4.56e+00

time one iteration: 1.98e-01
modify_u, ustar[-2,-2],[2,2] 0.6194139378389789 0.6271970462464689
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05         0.0239
           1(D)        14715            155441  0.000718        0.00403
           2(D)          283              1491    0.0186       4.18e-05
         --------------------------------------------------------------
         Grid Complexity: 1.0634
         Operator Complexity: 1.09541
         Total Memory Usage: 0.0279564 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.345110e-02
              0             1.82349   1.799681e-03         0.0337
              1              1.8235   2.440702e-04         0.1356
              2              1.8235   4.820849e-05         0.1975
              3              1.8235   1.262353e-05         0.2619
              4              1.8235   3.071840e-06         0.2433
              5              1.8235   7.624858e-07         0.2482
         --------------------------------------------------------------
         Total Iterations: 6
         Avg Convergence Rate: 		         0.1557
         Final Residual: 		   7.624858e-07
         Total Reduction in Residual: 	   1.426511e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0225143
    setup: 0.0153349 s
    solve: 0.00717936 s
    solve(per iteration): 0.00119656 s
resid in solve_pyamgx: 7.62e-07
time solve_pyamgx: 2.69e-02
time u: 3.13e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.082947e-02
              0             1.82349   1.713682e-03         0.0337
              1              1.8235   2.552313e-04         0.1489
              2              1.8235   4.088064e-05         0.1602
              3              1.8235   9.848105e-06         0.2409
              4              1.8235   2.738804e-06         0.2781
              5              1.8235   6.767195e-07         0.2471
         --------------------------------------------------------------
         Total Iterations: 6
         Avg Convergence Rate: 		         0.1540
         Final Residual: 		   6.767195e-07
         Total Reduction in Residual: 	   1.331353e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0224189
    setup: 0.0153349 s
    solve: 0.00708403 s
    solve(per iteration): 0.00118067 s
resid in solve_pyamgx: 6.77e-07
time solve_pyamgx: 7.50e-03
time v: 9.69e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.652410e-02
              0             1.82349   1.554164e-03         0.0275
              1              1.8235   2.037503e-04         0.1311
              2              1.8235   3.406573e-05         0.1672
              3              1.8235   8.515822e-06         0.2500
              4              1.8235   2.004356e-06         0.2354
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1288
         Final Residual: 		   2.004356e-06
         Total Reduction in Residual: 	   3.546020e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0212209
    setup: 0.0153349 s
    solve: 0.00588602 s
    solve(per iteration): 0.0011772 s
resid in solve_pyamgx: 2.00e-06
time solve_pyamgx: 6.36e-03
time w: 8.02e-03
area_out 3.2
flow_in 86.76586881112287 flow_out 86.76455520969284 area_out 3.2 flow_out_new 86.76586881112289 uinc: 0.0004105004468835105
xp.sum(su3d) -2.290168055196773e-12
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.351806e-01
              0             1.82349   3.408872e-01         0.6370
              1              1.8235   1.683260e-01         0.4938
              2              1.8235   8.447164e-02         0.5018
              3              1.8235   4.311962e-02         0.5105
              4              1.8235   2.254970e-02         0.5230
              5              1.8235   1.199587e-02         0.5320
              6              1.8235   6.448695e-03         0.5376
              7              1.8235   3.615241e-03         0.5606
              8              1.8235   2.039944e-03         0.5643
              9              1.8235   1.158463e-03         0.5679
             10              1.8235   8.080999e-04         0.6976
             11              1.8235   4.922008e-04         0.6091
             12              1.8235   2.753255e-04         0.5594
             13              1.8235   1.509169e-04         0.5481
             14              1.8235   8.138882e-05         0.5393
             15              1.8235   4.225430e-05         0.5192
             16              1.8235   2.235641e-05         0.5291
         --------------------------------------------------------------
         Total Iterations: 17
         Avg Convergence Rate: 		         0.5526
         Final Residual: 		   2.235641e-05
         Total Reduction in Residual: 	   4.177358e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.182739
    setup: 0.138297 s
    solve: 0.0444415 s
    solve(per iteration): 0.00261421 s
resid in solve_px: 2.24e-05
time p: 5.20e-02
time Smag or Wale: 9.54e-07

comm_min_pans:  -1.12e+03, pk_max: 1.40e+03, u2prim_max: 4.44e+00, v2prim_max: 1.59e+00, w2prim_max: 3.88e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5140095587228152 0.8326061208311129 0.6214233795332086
yplus, min,max,mean 26.719097058642422 43.28029192566613 32.30265140110203
uplus, min,max,mean 20.802982529145332 30.40646256629497 23.889662348303276
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0244
           1(D)        71136            712486  0.000141         0.0187
           2(D)         5034             73100   0.00288        0.00182
           3(D)           45               103    0.0509       3.66e-06
         --------------------------------------------------------------
         Grid Complexity: 1.3222
         Operator Complexity: 1.48675
         Total Memory Usage: 0.0448628 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.281052e+00
              0             1.82349   3.493562e-02         0.0106
              1              1.8235   3.016698e-03         0.0864
              2              1.8235   2.585524e-04         0.0857
              3              1.8235   5.736201e-05         0.2219
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0647
         Final Residual: 		   5.736201e-05
         Total Reduction in Residual: 	   1.748281e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0303677
    setup: 0.024576 s
    solve: 0.00579174 s
    solve(per iteration): 0.00144794 s
resid in solve_pyamgx: 5.74e-05
time solve_pyamgx: 3.48e-02
time k: 4.73e-02
modify_eps, ustar[-2,-2],[2,2] 0.6194996068308621 0.6278413392288862
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0244
           1(D)        71115            711353  0.000141         0.0186
           2(D)         4758             65714    0.0029        0.00165
           3(D)           32                38    0.0371       1.82e-06
         --------------------------------------------------------------
         Grid Complexity: 1.32089
         Operator Complexity: 1.48143
         Total Memory Usage: 0.0446549 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   9.383508e+01
              0             1.82349   1.535383e-01         0.0016
              1              1.8235   3.366561e-02         0.2193
              2              1.8235   8.802369e-03         0.2615
              3              1.8235   2.431400e-03         0.2762
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0713
         Final Residual: 		   2.431400e-03
         Total Reduction in Residual: 	   2.591141e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0305741
    setup: 0.0247647 s
    solve: 0.00580944 s
    solve(per iteration): 0.00145236 s
resid in solve_pyamgx: 2.43e-03
time solve_pyamgx: 3.50e-02
time eps: 4.20e-02

--time step:  23, iter:1, max residual:4.53e-08, u:5.96e-10, v:5.29e-10, w:1.57e-09, p:4.53e-08, k:3.50e-11, eps:1.16e-12, om:0.00e+00


monitor time step:  23, iter:1, u: 1.43e+01, v: 2.16e-01, w: 9.77e-01, p: 1.06e-02, k: 1.25e+00, eps: 1.76e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  1, umax: 3.15e+01, vismax: 6.16e+02, kmin: 1.39e-01, epsmin: 4.47e-01, ommin: 1.00e+00, fkmax: 5.18e+00

time one iteration: 1.98e-01
vismean_mean 6.666666666666666e-18
modify_u, ustar[-2,-2],[2,2] 0.6194996068308621 0.6278413392288862
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05         0.0239
           1(D)        15562            168966  0.000698        0.00436
           2(D)          311              1615    0.0167       4.54e-05
         --------------------------------------------------------------
         Grid Complexity: 1.0671
         Operator Complexity: 1.10371
         Total Memory Usage: 0.0283069 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.221519e+00
              0             1.82349   5.454157e-02         0.0246
              1              1.8235   6.290028e-03         0.1153
              2              1.8235   1.215001e-03         0.1932
              3              1.8235   3.127984e-04         0.2574
              4              1.8235   8.021259e-05         0.2564
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1293
         Final Residual: 		   8.021259e-05
         Total Reduction in Residual: 	   3.610709e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0213175
    setup: 0.0154027 s
    solve: 0.00591488 s
    solve(per iteration): 0.00118298 s
resid in solve_pyamgx: 8.02e-05
time solve_pyamgx: 2.56e-02
time u: 3.16e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   1.843995e+00
              0             1.82349   4.826300e-02         0.0262
              1              1.8235   1.938486e-03         0.0402
              2              1.8235   3.316924e-04         0.1711
              3              1.8235   6.687893e-05         0.2016
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0776
         Final Residual: 		   6.687893e-05
         Total Reduction in Residual: 	   3.626849e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.020154
    setup: 0.0154027 s
    solve: 0.00475136 s
    solve(per iteration): 0.00118784 s
resid in solve_pyamgx: 6.69e-05
time solve_pyamgx: 5.17e-03
time v: 7.45e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.086454e+00
              0             1.82349   5.578433e-02         0.0267
              1              1.8235   3.979469e-03         0.0713
              2              1.8235   7.458387e-04         0.1874
              3              1.8235   1.888111e-04         0.2532
              4              1.8235   4.434148e-05         0.2348
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1163
         Final Residual: 		   4.434148e-05
         Total Reduction in Residual: 	   2.125208e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0212863
    setup: 0.0154027 s
    solve: 0.00588368 s
    solve(per iteration): 0.00117674 s
resid in solve_pyamgx: 4.43e-05
time solve_pyamgx: 6.33e-03
time w: 7.98e-03
area_out 3.2
flow_in 86.76586881112289 flow_out 86.76455756031285 area_out 3.2 flow_out_new 86.76586881112287 uinc: 0.0004097658781354596
xp.sum(su3d) -4.1739944833807385e-12
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.120762e+00
              0             1.82349   1.355725e+00         0.6393
              1              1.8235   7.087711e-01         0.5228
              2              1.8235   3.695022e-01         0.5213
              3              1.8235   1.947688e-01         0.5271
              4              1.8235   1.040064e-01         0.5340
              5              1.8235   5.484116e-02         0.5273
              6              1.8235   2.956040e-02         0.5390
              7              1.8235   1.692111e-02         0.5724
              8              1.8235   9.624120e-03         0.5688
              9              1.8235   5.302854e-03         0.5510
             10              1.8235   3.663514e-03         0.6909
             11              1.8235   2.219109e-03         0.6057
             12              1.8235   1.245111e-03         0.5611
             13              1.8235   6.820082e-04         0.5477
             14              1.8235   3.655802e-04         0.5360
             15              1.8235   1.914760e-04         0.5238
             16              1.8235   1.032201e-04         0.5391
         --------------------------------------------------------------
         Total Iterations: 17
         Avg Convergence Rate: 		         0.5576
         Final Residual: 		   1.032201e-04
         Total Reduction in Residual: 	   4.867121e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.182708
    setup: 0.138297 s
    solve: 0.0444112 s
    solve(per iteration): 0.00261243 s
resid in solve_px: 1.03e-04
time p: 5.21e-02
time Smag or Wale: 1.19e-06

comm_min_pans:  -1.24e+03, pk_max: 1.37e+03, u2prim_max: 4.43e+00, v2prim_max: 1.60e+00, w2prim_max: 3.91e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5142564386872138 0.8326565700797086 0.6215604990655391
yplus, min,max,mean 26.731930301952122 43.28291436399804 32.309779109197734
uplus, min,max,mean 20.74728605826674 31.06710176776754 23.930193011532356
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0244
           1(D)        70935            710143  0.000141         0.0186
           2(D)         4986             74946   0.00301        0.00186
           3(D)           56               116     0.037       4.28e-06
         --------------------------------------------------------------
         Grid Complexity: 1.3212
         Operator Complexity: 1.48645
         Total Memory Usage: 0.0448395 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.853640e+00
              0             1.82349   4.589334e-02         0.0119
              1              1.8235   7.064679e-03         0.1539
              2              1.8235   1.633369e-03         0.2312
              3              1.8235   4.299557e-04         0.2632
              4              1.8235   1.152552e-04         0.2681
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1245
         Final Residual: 		   1.152552e-04
         Total Reduction in Residual: 	   2.990813e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0318885
    setup: 0.02466 s
    solve: 0.00722851 s
    solve(per iteration): 0.0014457 s
resid in solve_pyamgx: 1.15e-04
time solve_pyamgx: 3.63e-02
time k: 4.91e-02
modify_eps, ustar[-2,-2],[2,2] 0.6197615602658194 0.6289268665555466
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0244
           1(D)        70999            711119  0.000141         0.0186
           2(D)         4777             66925   0.00293        0.00167
           3(D)           45                81      0.04       3.17e-06
         --------------------------------------------------------------
         Grid Complexity: 1.32054
         Operator Complexity: 1.48207
         Total Memory Usage: 0.0446732 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.490646e+02
              0             1.82349   1.545175e+00         0.0044
              1              1.8235   2.765351e-01         0.1790
              2              1.8235   6.352318e-02         0.2297
              3              1.8235   1.568169e-02         0.2469
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0819
         Final Residual: 		   1.568169e-02
         Total Reduction in Residual: 	   4.492490e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0305447
    setup: 0.0247939 s
    solve: 0.00575078 s
    solve(per iteration): 0.0014377 s
resid in solve_pyamgx: 1.57e-02
time solve_pyamgx: 3.49e-02
time eps: 4.19e-02

--time step:  24, iter:0, max residual:1.87e-07, u:6.27e-08, v:5.22e-08, w:3.46e-08, p:1.87e-07, k:7.03e-11, eps:7.48e-12, om:0.00e+00


monitor time step:  24, iter:0, u: 1.42e+01, v: 2.39e-01, w: 1.08e+00, p:-5.69e-01, k: 1.25e+00, eps: 1.76e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  0, umax: 3.16e+01, vismax: 6.14e+02, kmin: 1.37e-01, epsmin: 4.43e-01, ommin: 1.00e+00, fkmax: 4.42e+00

time one iteration: 1.98e-01
modify_u, ustar[-2,-2],[2,2] 0.6197615602658194 0.6289268665555466
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05         0.0239
           1(D)        15509            168197  0.000699        0.00434
           2(D)          319              1635    0.0161       4.61e-05
         --------------------------------------------------------------
         Grid Complexity: 1.06691
         Operator Complexity: 1.10326
         Total Memory Usage: 0.0282877 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.497917e-02
              0             1.82349   1.855145e-03         0.0337
              1              1.8235   2.541999e-04         0.1370
              2              1.8235   4.921954e-05         0.1936
              3              1.8235   1.289326e-05         0.2620
              4              1.8235   3.413029e-06         0.2647
              5              1.8235   8.034856e-07         0.2354
         --------------------------------------------------------------
         Total Iterations: 6
         Avg Convergence Rate: 		         0.1564
         Final Residual: 		   8.034856e-07
         Total Reduction in Residual: 	   1.461436e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0233416
    setup: 0.016178 s
    solve: 0.00716355 s
    solve(per iteration): 0.00119393 s
resid in solve_pyamgx: 8.03e-07
time solve_pyamgx: 2.77e-02
time u: 3.21e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.218252e-02
              0             1.82349   1.733299e-03         0.0332
              1              1.8235   2.532082e-04         0.1461
              2              1.8235   4.048457e-05         0.1599
              3              1.8235   9.950535e-06         0.2458
              4              1.8235   2.703287e-06         0.2717
              5              1.8235   6.723830e-07         0.2487
         --------------------------------------------------------------
         Total Iterations: 6
         Avg Convergence Rate: 		         0.1531
         Final Residual: 		   6.723830e-07
         Total Reduction in Residual: 	   1.288522e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0232898
    setup: 0.016178 s
    solve: 0.00711178 s
    solve(per iteration): 0.0011853 s
resid in solve_pyamgx: 6.72e-07
time solve_pyamgx: 7.61e-03
time v: 9.82e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.853914e-02
              0             1.82349   1.592317e-03         0.0272
              1              1.8235   2.065407e-04         0.1297
              2              1.8235   3.496406e-05         0.1693
              3              1.8235   8.761682e-06         0.2506
              4              1.8235   2.118045e-06         0.2417
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1293
         Final Residual: 		   2.118045e-06
         Total Reduction in Residual: 	   3.618170e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0220585
    setup: 0.016178 s
    solve: 0.00588051 s
    solve(per iteration): 0.0011761 s
resid in solve_pyamgx: 2.12e-06
time solve_pyamgx: 6.30e-03
time w: 8.02e-03
area_out 3.2
flow_in 86.76586881112289 flow_out 86.7645563640336 area_out 3.2 flow_out_new 86.76586881112286 uinc: 0.0004101397154032682
xp.sum(su3d) 3.156142014404395e-12
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.384494e-01
              0             1.82349   3.428642e-01         0.6368
              1              1.8235   1.696226e-01         0.4947
              2              1.8235   8.492537e-02         0.5007
              3              1.8235   4.340615e-02         0.5111
              4              1.8235   2.269962e-02         0.5230
              5              1.8235   1.195225e-02         0.5265
              6              1.8235   6.415573e-03         0.5368
              7              1.8235   3.587412e-03         0.5592
              8              1.8235   2.004661e-03         0.5588
              9              1.8235   1.129478e-03         0.5634
             10              1.8235   7.847519e-04         0.6948
             11              1.8235   4.782243e-04         0.6094
             12              1.8235   2.679306e-04         0.5603
             13              1.8235   1.461549e-04         0.5455
             14              1.8235   7.921275e-05         0.5420
             15              1.8235   4.114741e-05         0.5195
             16              1.8235   2.203158e-05         0.5354
         --------------------------------------------------------------
         Total Iterations: 17
         Avg Convergence Rate: 		         0.5519
         Final Residual: 		   2.203158e-05
         Total Reduction in Residual: 	   4.091672e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.182725
    setup: 0.138297 s
    solve: 0.0444278 s
    solve(per iteration): 0.0026134 s
resid in solve_px: 2.20e-05
time p: 5.21e-02
time Smag or Wale: 1.19e-06

comm_min_pans:  -1.19e+03, pk_max: 1.37e+03, u2prim_max: 4.43e+00, v2prim_max: 1.60e+00, w2prim_max: 3.91e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5146074789798135 0.8332449341589594 0.6219632859921882
yplus, min,max,mean 26.75017797748713 43.31349853635931 32.3307166633822
uplus, min,max,mean 21.32680028741952 30.081115048264707 23.915244959468637
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0244
           1(D)        70647            708989  0.000142         0.0186
           2(D)         5001             76489   0.00306         0.0019
           3(D)           58               126    0.0375       4.56e-06
         --------------------------------------------------------------
         Grid Complexity: 1.32005
         Operator Complexity: 1.4867
         Total Memory Usage: 0.0448343 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.324740e+00
              0             1.82349   2.456859e-02         0.0074
              1              1.8235   1.967154e-03         0.0801
              2              1.8235   2.090572e-04         0.1063
              3              1.8235   4.951905e-05         0.2369
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0621
         Final Residual: 		   4.951905e-05
         Total Reduction in Residual: 	   1.489411e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0305061
    setup: 0.0247091 s
    solve: 0.00579702 s
    solve(per iteration): 0.00144926 s
resid in solve_pyamgx: 4.95e-05
time solve_pyamgx: 3.49e-02
time k: 4.75e-02
modify_eps, ustar[-2,-2],[2,2] 0.6198490011319356 0.6293773158296657
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0244
           1(D)        70682            709772  0.000142         0.0186
           2(D)         4747             67635     0.003        0.00169
           3(D)           27                71    0.0974       2.41e-06
         --------------------------------------------------------------
         Grid Complexity: 1.31899
         Operator Complexity: 1.48167
         Total Memory Usage: 0.0446398 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   8.339168e+01
              0             1.82349   1.387131e-01         0.0017
              1              1.8235   2.709126e-02         0.1953
              2              1.8235   6.590241e-03         0.2433
              3              1.8235   1.968905e-03         0.2988
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0697
         Final Residual: 		   1.968905e-03
         Total Reduction in Residual: 	   2.361033e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0305585
    setup: 0.0247483 s
    solve: 0.00581018 s
    solve(per iteration): 0.00145254 s
resid in solve_pyamgx: 1.97e-03
time solve_pyamgx: 3.48e-02
time eps: 4.18e-02

--time step:  24, iter:1, max residual:4.46e-08, u:6.28e-10, v:5.25e-10, w:1.65e-09, p:4.46e-08, k:3.02e-11, eps:9.39e-13, om:0.00e+00


monitor time step:  24, iter:1, u: 1.42e+01, v: 2.28e-01, w: 1.08e+00, p:-7.26e-01, k: 1.24e+00, eps: 1.76e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  1, umax: 3.16e+01, vismax: 6.26e+02, kmin: 1.34e-01, epsmin: 4.44e-01, ommin: 1.00e+00, fkmax: 5.02e+00

time one iteration: 1.99e-01
vismean_mean 6.4e-18
modify_u, ustar[-2,-2],[2,2] 0.6198490011319356 0.6293773158296657
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05         0.0239
           1(D)        15562            168468  0.000696        0.00435
           2(D)          334              1700    0.0152        4.8e-05
         --------------------------------------------------------------
         Grid Complexity: 1.0672
         Operator Complexity: 1.10346
         Total Memory Usage: 0.0282987 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.249016e+00
              0             1.82349   5.502335e-02         0.0245
              1              1.8235   6.429416e-03         0.1168
              2              1.8235   1.243699e-03         0.1934
              3              1.8235   3.155445e-04         0.2537
              4              1.8235   8.163381e-05         0.2587
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1294
         Final Residual: 		   8.163381e-05
         Total Reduction in Residual: 	   3.629756e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0221887
    setup: 0.0161899 s
    solve: 0.00599888 s
    solve(per iteration): 0.00119978 s
resid in solve_pyamgx: 8.16e-05
time solve_pyamgx: 2.66e-02
time u: 3.26e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   1.861655e+00
              0             1.82349   4.846753e-02         0.0260
              1              1.8235   1.979804e-03         0.0408
              2              1.8235   3.328930e-04         0.1681
              3              1.8235   6.639722e-05         0.1995
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0773
         Final Residual: 		   6.639722e-05
         Total Reduction in Residual: 	   3.566569e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0209248
    setup: 0.0161899 s
    solve: 0.00473498 s
    solve(per iteration): 0.00118374 s
resid in solve_pyamgx: 6.64e-05
time solve_pyamgx: 5.14e-03
time v: 7.40e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.104491e+00
              0             1.82349   5.601844e-02         0.0266
              1              1.8235   4.088901e-03         0.0730
              2              1.8235   7.688166e-04         0.1880
              3              1.8235   1.899876e-04         0.2471
              4              1.8235   4.400017e-05         0.2316
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1159
         Final Residual: 		   4.400017e-05
         Total Reduction in Residual: 	   2.090774e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0221147
    setup: 0.0161899 s
    solve: 0.00592486 s
    solve(per iteration): 0.00118497 s
resid in solve_pyamgx: 4.40e-05
time solve_pyamgx: 6.45e-03
time w: 8.12e-03
area_out 3.2
flow_in 86.76586881112287 flow_out 86.76455836264847 area_out 3.2 flow_out_new 86.76586881112287 uinc: 0.00040951514824971724
xp.sum(su3d) 1.4413581439498557e-11
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.119415e+00
              0             1.82349   1.358507e+00         0.6410
              1              1.8235   7.093953e-01         0.5222
              2              1.8235   3.706280e-01         0.5225
              3              1.8235   1.958604e-01         0.5285
              4              1.8235   1.048154e-01         0.5352
              5              1.8235   5.508385e-02         0.5255
              6              1.8235   2.978435e-02         0.5407
              7              1.8235   1.704174e-02         0.5722
              8              1.8235   9.703015e-03         0.5694
              9              1.8235   5.356280e-03         0.5520
             10              1.8235   3.706535e-03         0.6920
             11              1.8235   2.254519e-03         0.6083
             12              1.8235   1.267341e-03         0.5621
             13              1.8235   6.933717e-04         0.5471
             14              1.8235   3.718465e-04         0.5363
             15              1.8235   1.941376e-04         0.5221
             16              1.8235   1.044175e-04         0.5379
         --------------------------------------------------------------
         Total Iterations: 17
         Avg Convergence Rate: 		         0.5580
         Final Residual: 		   1.044175e-04
         Total Reduction in Residual: 	   4.926714e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.182888
    setup: 0.138297 s
    solve: 0.044591 s
    solve(per iteration): 0.002623 s
resid in solve_px: 1.04e-04
time p: 5.22e-02
time Smag or Wale: 9.54e-07

comm_min_pans:  -1.24e+03, pk_max: 1.36e+03, u2prim_max: 4.41e+00, v2prim_max: 1.61e+00, w2prim_max: 3.94e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5149535139147747 0.8335080461102667 0.6220888631910945
yplus, min,max,mean 26.768165465960852 43.32717554614438 32.33724438122127
uplus, min,max,mean 21.35209561849213 30.685751850729243 23.956784765403757
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0244
           1(D)        70557            708335  0.000142         0.0185
           2(D)         5011             76393   0.00304        0.00189
           3(D)           40                98    0.0612        3.4e-06
         --------------------------------------------------------------
         Grid Complexity: 1.31964
         Operator Complexity: 1.48622
         Total Memory Usage: 0.0448119 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.950438e+00
              0             1.82349   4.462168e-02         0.0151
              1              1.8235   6.908648e-03         0.1548
              2              1.8235   1.573032e-03         0.2277
              3              1.8235   3.952314e-04         0.2513
              4              1.8235   1.016273e-04         0.2571
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1281
         Final Residual: 		   1.016273e-04
         Total Reduction in Residual: 	   3.444483e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0320576
    setup: 0.0247811 s
    solve: 0.00727654 s
    solve(per iteration): 0.00145531 s
resid in solve_pyamgx: 1.02e-04
time solve_pyamgx: 3.65e-02
time k: 4.92e-02
modify_eps, ustar[-2,-2],[2,2] 0.6201119812617814 0.6300638676107236
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0244
           1(D)        70479            708283  0.000143         0.0185
           2(D)         4776             67782   0.00297        0.00169
           3(D)           42               102    0.0578       3.55e-06
         --------------------------------------------------------------
         Grid Complexity: 1.31832
         Operator Complexity: 1.48085
         Total Memory Usage: 0.0446021 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.532962e+02
              0             1.82349   1.497794e+00         0.0059
              1              1.8235   2.681368e-01         0.1790
              2              1.8235   6.083159e-02         0.2269
              3              1.8235   1.515625e-02         0.2492
              4              1.8235   4.164250e-03         0.2748
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1105
         Final Residual: 		   4.164250e-03
         Total Reduction in Residual: 	   1.644024e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0318266
    setup: 0.0246066 s
    solve: 0.00722 s
    solve(per iteration): 0.001444 s
resid in solve_pyamgx: 4.16e-03
time solve_pyamgx: 3.64e-02
time eps: 4.34e-02

--time step:  25, iter:0, max residual:1.91e-07, u:6.38e-08, v:5.19e-08, w:3.44e-08, p:1.91e-07, k:6.20e-11, eps:1.99e-12, om:0.00e+00


monitor time step:  25, iter:0, u: 1.42e+01, v: 2.47e-01, w: 1.17e+00, p:-1.27e+00, k: 1.24e+00, eps: 1.75e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  0, umax: 3.16e+01, vismax: 6.17e+02, kmin: 1.33e-01, epsmin: 4.41e-01, ommin: 1.00e+00, fkmax: 4.44e+00

time one iteration: 2.01e-01
modify_u, ustar[-2,-2],[2,2] 0.6201119812617814 0.6300638676107236
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05         0.0239
           1(D)        15569            168893  0.000697        0.00436
           2(D)          335              1703    0.0152       4.81e-05
         --------------------------------------------------------------
         Grid Complexity: 1.06723
         Operator Complexity: 1.10372
         Total Memory Usage: 0.0283087 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.582239e-02
              0             1.82349   1.889826e-03         0.0339
              1              1.8235   2.637481e-04         0.1396
              2              1.8235   5.144199e-05         0.1950
              3              1.8235   1.335151e-05         0.2595
              4              1.8235   3.491455e-06         0.2615
              5              1.8235   8.276129e-07         0.2370
         --------------------------------------------------------------
         Total Iterations: 6
         Avg Convergence Rate: 		         0.1567
         Final Residual: 		   8.276129e-07
         Total Reduction in Residual: 	   1.482582e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0234517
    setup: 0.0162346 s
    solve: 0.00721715 s
    solve(per iteration): 0.00120286 s
resid in solve_pyamgx: 8.28e-07
time solve_pyamgx: 2.80e-02
time u: 3.26e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.153228e-02
              0             1.82349   1.723087e-03         0.0334
              1              1.8235   2.475962e-04         0.1437
              2              1.8235   3.865286e-05         0.1561
              3              1.8235   9.020685e-06         0.2334
              4              1.8235   2.301889e-06         0.2552
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1349
         Final Residual: 		   2.301889e-06
         Total Reduction in Residual: 	   4.466888e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0221551
    setup: 0.0162346 s
    solve: 0.00592054 s
    solve(per iteration): 0.00118411 s
resid in solve_pyamgx: 2.30e-06
time solve_pyamgx: 6.40e-03
time v: 8.73e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.818815e-02
              0             1.82349   1.596540e-03         0.0274
              1              1.8235   2.084324e-04         0.1306
              2              1.8235   3.537028e-05         0.1697
              3              1.8235   8.919619e-06         0.2522
              4              1.8235   2.187419e-06         0.2452
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1303
         Final Residual: 		   2.187419e-06
         Total Reduction in Residual: 	   3.759218e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0221252
    setup: 0.0162346 s
    solve: 0.00589056 s
    solve(per iteration): 0.00117811 s
resid in solve_pyamgx: 2.19e-06
time solve_pyamgx: 6.36e-03
time w: 8.06e-03
area_out 3.2
flow_in 86.76586881112287 flow_out 86.76455715035483 area_out 3.2 flow_out_new 86.76586881112286 uinc: 0.00040989399001212234
xp.sum(su3d) 2.5786928148363586e-11
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.438745e-01
              0             1.82349   3.445460e-01         0.6335
              1              1.8235   1.702575e-01         0.4942
              2              1.8235   8.544821e-02         0.5019
              3              1.8235   4.384463e-02         0.5131
              4              1.8235   2.285483e-02         0.5213
              5              1.8235   1.196685e-02         0.5236
              6              1.8235   6.422644e-03         0.5367
              7              1.8235   3.577476e-03         0.5570
              8              1.8235   1.988476e-03         0.5558
              9              1.8235   1.110019e-03         0.5582
             10              1.8235   7.691391e-04         0.6929
             11              1.8235   4.676438e-04         0.6080
             12              1.8235   2.621502e-04         0.5606
             13              1.8235   1.427613e-04         0.5446
             14              1.8235   7.750583e-05         0.5429
             15              1.8235   4.052958e-05         0.5229
             16              1.8235   2.176775e-05         0.5371
         --------------------------------------------------------------
         Total Iterations: 17
         Avg Convergence Rate: 		         0.5512
         Final Residual: 		   2.176775e-05
         Total Reduction in Residual: 	   4.002348e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.182724
    setup: 0.138297 s
    solve: 0.0444273 s
    solve(per iteration): 0.00261337 s
resid in solve_px: 2.18e-05
time p: 5.24e-02
time Smag or Wale: 9.54e-07

comm_min_pans:  -1.14e+03, pk_max: 1.36e+03, u2prim_max: 4.41e+00, v2prim_max: 1.61e+00, w2prim_max: 3.94e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5151274113576813 0.8337686543148466 0.6224310249809909
yplus, min,max,mean 26.777204952827233 43.3407224068871 32.35503053698211
uplus, min,max,mean 21.40378150335623 30.730402693869493 23.944142402884683
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0244
           1(D)        70623            709227  0.000142         0.0186
           2(D)         5092             79970   0.00308        0.00198
           3(D)           48               116    0.0503       4.04e-06
         --------------------------------------------------------------
         Grid Complexity: 1.32029
         Operator Complexity: 1.489
         Total Memory Usage: 0.0449202 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.343529e+00
              0             1.82349   2.875172e-02         0.0086
              1              1.8235   2.319053e-03         0.0807
              2              1.8235   2.379692e-04         0.1026
              3              1.8235   5.227049e-05         0.2197
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0629
         Final Residual: 		   5.227049e-05
         Total Reduction in Residual: 	   1.563333e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0306095
    setup: 0.0248151 s
    solve: 0.00579437 s
    solve(per iteration): 0.00144859 s
resid in solve_pyamgx: 5.23e-05
time solve_pyamgx: 3.51e-02
time k: 4.78e-02
modify_eps, ustar[-2,-2],[2,2] 0.6202008401728704 0.6303380416389391
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0244
           1(D)        70598            708506  0.000142         0.0185
           2(D)         4783             70173   0.00307        0.00175
           3(D)           39                85    0.0559       3.08e-06
         --------------------------------------------------------------
         Grid Complexity: 1.31884
         Operator Complexity: 1.48246
         Total Memory Usage: 0.0446666 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   6.781862e+01
              0             1.82349   1.329087e-01         0.0020
              1              1.8235   2.754755e-02         0.2073
              2              1.8235   6.860606e-03         0.2490
              3              1.8235   1.950373e-03         0.2843
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0732
         Final Residual: 		   1.950373e-03
         Total Reduction in Residual: 	   2.875867e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.030541
    setup: 0.0247726 s
    solve: 0.00576838 s
    solve(per iteration): 0.0014421 s
resid in solve_pyamgx: 1.95e-03
time solve_pyamgx: 3.50e-02
time eps: 4.20e-02

--time step:  25, iter:1, max residual:4.44e-08, u:6.47e-10, v:1.80e-09, w:1.71e-09, p:4.44e-08, k:3.19e-11, eps:9.30e-13, om:0.00e+00


monitor time step:  25, iter:1, u: 1.42e+01, v: 2.37e-01, w: 1.17e+00, p:-1.44e+00, k: 1.24e+00, eps: 1.75e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  1, umax: 3.16e+01, vismax: 6.26e+02, kmin: 1.33e-01, epsmin: 4.41e-01, ommin: 1.00e+00, fkmax: 5.18e+00

time one iteration: 2.00e-01
vismean_mean 6.153846153846153e-18
modify_u, ustar[-2,-2],[2,2] 0.6202008401728704 0.6303380416389391
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05         0.0239
           1(D)        15595            168745  0.000694        0.00436
           2(D)          390              1914    0.0126       5.44e-05
         --------------------------------------------------------------
         Grid Complexity: 1.06758
         Operator Complexity: 1.10376
         Total Memory Usage: 0.0283139 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.276420e+00
              0             1.82349   5.555612e-02         0.0244
              1              1.8235   6.503022e-03         0.1171
              2              1.8235   1.231875e-03         0.1894
              3              1.8235   3.130806e-04         0.2541
              4              1.8235   8.181566e-05         0.2613
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1292
         Final Residual: 		   8.181566e-05
         Total Reduction in Residual: 	   3.594049e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0214439
    setup: 0.0155191 s
    solve: 0.00592486 s
    solve(per iteration): 0.00118497 s
resid in solve_pyamgx: 8.18e-05
time solve_pyamgx: 2.58e-02
time u: 3.19e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   1.879324e+00
              0             1.82349   4.876364e-02         0.0259
              1              1.8235   2.012022e-03         0.0413
              2              1.8235   3.460784e-04         0.1720
              3              1.8235   7.229329e-05         0.2089
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0788
         Final Residual: 		   7.229329e-05
         Total Reduction in Residual: 	   3.846771e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0202398
    setup: 0.0155191 s
    solve: 0.00472077 s
    solve(per iteration): 0.00118019 s
resid in solve_pyamgx: 7.23e-05
time solve_pyamgx: 5.12e-03
time v: 7.35e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.123837e+00
              0             1.82349   5.632961e-02         0.0265
              1              1.8235   4.158996e-03         0.0738
              2              1.8235   7.953215e-04         0.1912
              3              1.8235   1.968480e-04         0.2475
              4              1.8235   4.657724e-05         0.2366
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1170
         Final Residual: 		   4.657724e-05
         Total Reduction in Residual: 	   2.193070e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.021403
    setup: 0.0155191 s
    solve: 0.0058839 s
    solve(per iteration): 0.00117678 s
resid in solve_pyamgx: 4.66e-05
time solve_pyamgx: 6.37e-03
time w: 8.03e-03
area_out 3.2
flow_in 86.76586881112289 flow_out 86.76455885348402 area_out 3.2 flow_out_new 86.76586881112287 uinc: 0.0004093617621458989
xp.sum(su3d) -1.3078427230084344e-12
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.141387e+00
              0             1.82349   1.364885e+00         0.6374
              1              1.8235   7.120868e-01         0.5217
              2              1.8235   3.727603e-01         0.5235
              3              1.8235   1.974517e-01         0.5297
              4              1.8235   1.055359e-01         0.5345
              5              1.8235   5.536284e-02         0.5246
              6              1.8235   3.002069e-02         0.5423
              7              1.8235   1.716219e-02         0.5717
              8              1.8235   9.789715e-03         0.5704
              9              1.8235   5.410616e-03         0.5527
             10              1.8235   3.751981e-03         0.6934
             11              1.8235   2.290498e-03         0.6105
             12              1.8235   1.287719e-03         0.5622
             13              1.8235   7.047573e-04         0.5473
             14              1.8235   3.782561e-04         0.5367
             15              1.8235   1.971243e-04         0.5211
             16              1.8235   1.054584e-04         0.5350
         --------------------------------------------------------------
         Total Iterations: 17
         Avg Convergence Rate: 		         0.5580
         Final Residual: 		   1.054584e-04
         Total Reduction in Residual: 	   4.924770e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.18272
    setup: 0.138297 s
    solve: 0.0444231 s
    solve(per iteration): 0.00261312 s
resid in solve_px: 1.05e-04
time p: 5.21e-02
time Smag or Wale: 7.15e-07

comm_min_pans:  -1.24e+03, pk_max: 1.34e+03, u2prim_max: 4.39e+00, v2prim_max: 1.61e+00, w2prim_max: 3.95e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5153555746517612 0.833867639086844 0.6225557929709534
yplus, min,max,mean 26.789065271563114 43.345867804838264 32.36151619075458
uplus, min,max,mean 21.309979195639524 31.615924280548466 23.986197875431206
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 5
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0244
           1(D)        70599            709049  0.000142         0.0186
           2(D)         5028             79772   0.00316        0.00197
           3(D)           56               174    0.0555       6.02e-06
           4(D)            2                 2       0.5       1.19e-07
         --------------------------------------------------------------
         Grid Complexity: 1.31996
         Operator Complexity: 1.4888
         Total Memory Usage: 0.0449094 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.957729e+00
              0             1.82349   4.495167e-02         0.0114
              1              1.8235   6.948438e-03         0.1546
              2              1.8235   1.610735e-03         0.2318
              3              1.8235   4.208556e-04         0.2613
              4              1.8235   1.156065e-04         0.2747
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1239
         Final Residual: 		   1.156065e-04
         Total Reduction in Residual: 	   2.921032e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0327988
    setup: 0.0253092 s
    solve: 0.0074896 s
    solve(per iteration): 0.00149792 s
resid in solve_pyamgx: 1.16e-04
time solve_pyamgx: 3.72e-02
time k: 4.98e-02
modify_eps, ustar[-2,-2],[2,2] 0.6204634781944145 0.6307363483449181
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0244
           1(D)        70557            708153  0.000142         0.0185
           2(D)         4810             70222   0.00304        0.00175
           3(D)           29                71    0.0844       2.47e-06
         --------------------------------------------------------------
         Grid Complexity: 1.31874
         Operator Complexity: 1.48227
         Total Memory Usage: 0.0446583 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.730547e+02
              0             1.82349   1.475886e+00         0.0040
              1              1.8235   2.757713e-01         0.1869
              2              1.8235   6.488345e-02         0.2353
              3              1.8235   1.638716e-02         0.2526
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0814
         Final Residual: 		   1.638716e-02
         Total Reduction in Residual: 	   4.392695e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.030508
    setup: 0.0247281 s
    solve: 0.00577994 s
    solve(per iteration): 0.00144498 s
resid in solve_pyamgx: 1.64e-02
time solve_pyamgx: 3.49e-02
time eps: 4.18e-02

--time step:  26, iter:0, max residual:1.96e-07, u:6.39e-08, v:5.65e-08, w:3.64e-08, p:1.96e-07, k:7.06e-11, eps:7.81e-12, om:0.00e+00


monitor time step:  26, iter:0, u: 1.42e+01, v: 2.52e-01, w: 1.24e+00, p:-1.92e+00, k: 1.24e+00, eps: 1.76e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  0, umax: 3.16e+01, vismax: 6.36e+02, kmin: 1.28e-01, epsmin: 4.38e-01, ommin: 1.00e+00, fkmax: 4.59e+00

time one iteration: 1.99e-01
modify_u, ustar[-2,-2],[2,2] 0.6204634781944145 0.6307363483449181
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05         0.0239
           1(D)        15619            169379  0.000694        0.00437
           2(D)          399              1873    0.0118       5.38e-05
         --------------------------------------------------------------
         Grid Complexity: 1.06772
         Operator Complexity: 1.10412
         Total Memory Usage: 0.0283288 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.679506e-02
              0             1.82349   1.929905e-03         0.0340
              1              1.8235   2.695942e-04         0.1397
              2              1.8235   5.238757e-05         0.1943
              3              1.8235   1.355332e-05         0.2587
              4              1.8235   3.586941e-06         0.2647
              5              1.8235   8.895571e-07         0.2480
         --------------------------------------------------------------
         Total Iterations: 6
         Avg Convergence Rate: 		         0.1582
         Final Residual: 		   8.895571e-07
         Total Reduction in Residual: 	   1.566258e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0225881
    setup: 0.0154462 s
    solve: 0.00714195 s
    solve(per iteration): 0.00119033 s
resid in solve_pyamgx: 8.90e-07
time solve_pyamgx: 2.69e-02
time u: 3.13e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.221353e-02
              0             1.82349   1.727593e-03         0.0331
              1              1.8235   2.461514e-04         0.1425
              2              1.8235   3.926528e-05         0.1595
              3              1.8235   9.766250e-06         0.2487
              4              1.8235   2.630227e-06         0.2693
              5              1.8235   6.736554e-07         0.2561
         --------------------------------------------------------------
         Total Iterations: 6
         Avg Convergence Rate: 		         0.1531
         Final Residual: 		   6.736554e-07
         Total Reduction in Residual: 	   1.290193e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0225466
    setup: 0.0154462 s
    solve: 0.00710045 s
    solve(per iteration): 0.00118341 s
resid in solve_pyamgx: 6.74e-07
time solve_pyamgx: 7.54e-03
time v: 9.75e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.990328e-02
              0             1.82349   1.626554e-03         0.0272
              1              1.8235   2.101501e-04         0.1292
              2              1.8235   3.569919e-05         0.1699
              3              1.8235   9.011091e-06         0.2524
              4              1.8235   2.219380e-06         0.2463
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1299
         Final Residual: 		   2.219380e-06
         Total Reduction in Residual: 	   3.704938e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0213342
    setup: 0.0154462 s
    solve: 0.005888 s
    solve(per iteration): 0.0011776 s
resid in solve_pyamgx: 2.22e-06
time solve_pyamgx: 6.31e-03
time w: 7.97e-03
area_out 3.2
flow_in 86.76586881112289 flow_out 86.76455762123267 area_out 3.2 flow_out_new 86.76586881112291 uinc: 0.00040974684069272627
xp.sum(su3d) -1.7322587808621392e-11
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.441941e-01
              0             1.82349   3.469940e-01         0.6376
              1              1.8235   1.715144e-01         0.4943
              2              1.8235   8.597562e-02         0.5013
              3              1.8235   4.396754e-02         0.5114
              4              1.8235   2.295461e-02         0.5221
              5              1.8235   1.197294e-02         0.5216
              6              1.8235   6.411449e-03         0.5355
              7              1.8235   3.550570e-03         0.5538
              8              1.8235   1.966103e-03         0.5537
              9              1.8235   1.092097e-03         0.5555
             10              1.8235   7.531865e-04         0.6897
             11              1.8235   4.578625e-04         0.6079
             12              1.8235   2.560194e-04         0.5592
             13              1.8235   1.389411e-04         0.5427
             14              1.8235   7.573991e-05         0.5451
             15              1.8235   3.960960e-05         0.5230
             16              1.8235   2.139723e-05         0.5402
         --------------------------------------------------------------
         Total Iterations: 17
         Avg Convergence Rate: 		         0.5506
         Final Residual: 		   2.139723e-05
         Total Reduction in Residual: 	   3.931911e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.182716
    setup: 0.138297 s
    solve: 0.0444191 s
    solve(per iteration): 0.00261289 s
resid in solve_px: 2.14e-05
time p: 5.22e-02
time Smag or Wale: 9.54e-07

comm_min_pans:  -1.20e+03, pk_max: 1.34e+03, u2prim_max: 4.39e+00, v2prim_max: 1.61e+00, w2prim_max: 3.95e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5151593656608128 0.8545313645688216 0.6229336032590923
yplus, min,max,mean 26.778865992222947 44.420003640206716 32.381155416498984
uplus, min,max,mean 21.36818138915924 30.230729211250583 23.972146115415608
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0244
           1(D)        70476            708600  0.000143         0.0185
           2(D)         5062             79862   0.00312        0.00197
           3(D)           44               106    0.0548        3.7e-06
         --------------------------------------------------------------
         Grid Complexity: 1.31953
         Operator Complexity: 1.48854
         Total Memory Usage: 0.0448941 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.438030e+00
              0             1.82349   2.361737e-02         0.0069
              1              1.8235   1.719799e-03         0.0728
              2              1.8235   1.872375e-04         0.1089
              3              1.8235   4.819561e-05         0.2574
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0612
         Final Residual: 		   4.819561e-05
         Total Reduction in Residual: 	   1.401838e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0304549
    setup: 0.0246909 s
    solve: 0.00576394 s
    solve(per iteration): 0.00144098 s
resid in solve_pyamgx: 4.82e-05
time solve_pyamgx: 3.49e-02
time k: 4.76e-02
modify_eps, ustar[-2,-2],[2,2] 0.6205533099476988 0.6308870234623317
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0244
           1(D)        70615            709801  0.000142         0.0186
           2(D)         4843             72729    0.0031        0.00181
           3(D)           44                76    0.0393       3.02e-06
         --------------------------------------------------------------
         Grid Complexity: 1.31919
         Operator Complexity: 1.48484
         Total Memory Usage: 0.0447567 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   8.887261e+01
              0             1.82349   1.350279e-01         0.0015
              1              1.8235   2.878953e-02         0.2132
              2              1.8235   7.631730e-03         0.2651
              3              1.8235   2.141576e-03         0.2806
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0701
         Final Residual: 		   2.141576e-03
         Total Reduction in Residual: 	   2.409714e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0304478
    setup: 0.0246787 s
    solve: 0.00576912 s
    solve(per iteration): 0.00144228 s
resid in solve_pyamgx: 2.14e-03
time solve_pyamgx: 3.48e-02
time eps: 4.17e-02

--time step:  26, iter:1, max residual:4.40e-08, u:6.95e-10, v:5.26e-10, w:1.73e-09, p:4.40e-08, k:2.94e-11, eps:1.02e-12, om:0.00e+00


monitor time step:  26, iter:1, u: 1.42e+01, v: 2.43e-01, w: 1.25e+00, p:-2.09e+00, k: 1.24e+00, eps: 1.76e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  1, umax: 3.16e+01, vismax: 6.43e+02, kmin: 1.28e-01, epsmin: 4.38e-01, ommin: 1.00e+00, fkmax: 5.18e+00

time one iteration: 1.99e-01
vismean_mean 5.925925925925925e-18
modify_u, ustar[-2,-2],[2,2] 0.6205533099476988 0.6308870234623317
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05         0.0239
           1(D)        15635            169717  0.000694        0.00438
           2(D)          480              2200   0.00955       6.35e-05
         --------------------------------------------------------------
         Grid Complexity: 1.06813
         Operator Complexity: 1.10453
         Total Memory Usage: 0.0283481 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.304034e+00
              0             1.82349   5.603123e-02         0.0243
              1              1.8235   6.500456e-03         0.1160
              2              1.8235   1.284149e-03         0.1975
              3              1.8235   3.226981e-04         0.2513
              4              1.8235   8.093102e-05         0.2508
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1286
         Final Residual: 		   8.093102e-05
         Total Reduction in Residual: 	   3.512579e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0222169
    setup: 0.0162447 s
    solve: 0.00597216 s
    solve(per iteration): 0.00119443 s
resid in solve_pyamgx: 8.09e-05
time solve_pyamgx: 2.66e-02
time u: 3.26e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   1.896203e+00
              0             1.82349   4.914221e-02         0.0259
              1              1.8235   2.065634e-03         0.0420
              2              1.8235   3.662465e-04         0.1773
              3              1.8235   7.778955e-05         0.2124
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0800
         Final Residual: 		   7.778955e-05
         Total Reduction in Residual: 	   4.102386e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0209697
    setup: 0.0162447 s
    solve: 0.00472493 s
    solve(per iteration): 0.00118123 s
resid in solve_pyamgx: 7.78e-05
time solve_pyamgx: 5.21e-03
time v: 7.42e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.144599e+00
              0             1.82349   5.677668e-02         0.0265
              1              1.8235   4.210350e-03         0.0742
              2              1.8235   8.102823e-04         0.1925
              3              1.8235   2.044486e-04         0.2523
              4              1.8235   4.882015e-05         0.2388
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1179
         Final Residual: 		   4.882015e-05
         Total Reduction in Residual: 	   2.276423e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0222352
    setup: 0.0162447 s
    solve: 0.00599046 s
    solve(per iteration): 0.00119809 s
resid in solve_pyamgx: 4.88e-05
time solve_pyamgx: 6.41e-03
time w: 8.09e-03
area_out 3.2
flow_in 86.76586881112287 flow_out 86.76455906195393 area_out 3.2 flow_out_new 86.76586881112289 uinc: 0.0004092966152935418
xp.sum(su3d) 4.297673328323981e-12
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.149504e+00
              0             1.82349   1.371493e+00         0.6381
              1              1.8235   7.136834e-01         0.5204
              2              1.8235   3.734766e-01         0.5233
              3              1.8235   1.979085e-01         0.5299
              4              1.8235   1.059327e-01         0.5353
              5              1.8235   5.548331e-02         0.5238
              6              1.8235   3.014447e-02         0.5433
              7              1.8235   1.720216e-02         0.5707
              8              1.8235   9.815810e-03         0.5706
              9              1.8235   5.443791e-03         0.5546
             10              1.8235   3.782468e-03         0.6948
             11              1.8235   2.316467e-03         0.6124
             12              1.8235   1.303020e-03         0.5625
             13              1.8235   7.124843e-04         0.5468
             14              1.8235   3.824413e-04         0.5368
             15              1.8235   1.991415e-04         0.5207
             16              1.8235   1.061156e-04         0.5329
         --------------------------------------------------------------
         Total Iterations: 17
         Avg Convergence Rate: 		         0.5580
         Final Residual: 		   1.061156e-04
         Total Reduction in Residual: 	   4.936750e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.182929
    setup: 0.138297 s
    solve: 0.0446316 s
    solve(per iteration): 0.00262539 s
resid in solve_px: 1.06e-04
time p: 5.25e-02
time Smag or Wale: 1.43e-06

comm_min_pans:  -1.23e+03, pk_max: 1.32e+03, u2prim_max: 4.37e+00, v2prim_max: 1.62e+00, w2prim_max: 3.95e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5151155282317951 0.8639125490625249 0.623066101735028
yplus, min,max,mean 26.776587247594858 44.907653674644024 32.38804291417012
uplus, min,max,mean 21.221836700462752 30.58619899981033 24.014264226117234
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0244
           1(D)        70531            708679  0.000142         0.0185
           2(D)         5126             82490   0.00314        0.00204
           3(D)           58               152    0.0452       5.14e-06
         --------------------------------------------------------------
         Grid Complexity: 1.32009
         Operator Complexity: 1.49024
         Total Memory Usage: 0.0449625 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.250587e+00
              0             1.82349   4.332940e-02         0.0133
              1              1.8235   6.741137e-03         0.1556
              2              1.8235   1.598121e-03         0.2371
              3              1.8235   4.401836e-04         0.2754
              4              1.8235   1.222368e-04         0.2777
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1303
         Final Residual: 		   1.222368e-04
         Total Reduction in Residual: 	   3.760453e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0319054
    setup: 0.0246458 s
    solve: 0.00725958 s
    solve(per iteration): 0.00145192 s
resid in solve_pyamgx: 1.22e-04
time solve_pyamgx: 3.62e-02
time k: 4.90e-02
modify_eps, ustar[-2,-2],[2,2] 0.6208143557472646 0.631100398445636
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0244
           1(D)        70514            707724  0.000142         0.0185
           2(D)         4886             72248   0.00303         0.0018
           3(D)           47               113    0.0512       3.94e-06
         --------------------------------------------------------------
         Grid Complexity: 1.31896
         Operator Complexity: 1.48328
         Total Memory Usage: 0.0446975 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.036949e+02
              0             1.82349   1.432397e+00         0.0047
              1              1.8235   2.746536e-01         0.1917
              2              1.8235   6.630642e-02         0.2414
              3              1.8235   1.707389e-02         0.2575
              4              1.8235   4.604813e-03         0.2697
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1087
         Final Residual: 		   4.604813e-03
         Total Reduction in Residual: 	   1.516263e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0318514
    setup: 0.0246793 s
    solve: 0.0071721 s
    solve(per iteration): 0.00143442 s
resid in solve_pyamgx: 4.60e-03
time solve_pyamgx: 3.63e-02
time eps: 4.33e-02

--time step:  27, iter:0, max residual:2.00e-07, u:6.32e-08, v:6.08e-08, w:3.81e-08, p:2.00e-07, k:7.46e-11, eps:2.20e-12, om:0.00e+00


monitor time step:  27, iter:0, u: 1.43e+01, v: 2.54e-01, w: 1.31e+00, p:-2.49e+00, k: 1.25e+00, eps: 1.76e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  0, umax: 3.17e+01, vismax: 6.46e+02, kmin: 1.23e-01, epsmin: 4.35e-01, ommin: 1.00e+00, fkmax: 4.38e+00

time one iteration: 2.01e-01
modify_u, ustar[-2,-2],[2,2] 0.6208143557472646 0.631100398445636
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05         0.0239
           1(D)        15672            170206  0.000693         0.0044
           2(D)          511              2223   0.00851       6.49e-05
         --------------------------------------------------------------
         Grid Complexity: 1.06841
         Operator Complexity: 1.10484
         Total Memory Usage: 0.0283629 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.820297e-02
              0             1.82349   1.968413e-03         0.0338
              1              1.8235   2.746547e-04         0.1395
              2              1.8235   5.383233e-05         0.1960
              3              1.8235   1.389843e-05         0.2582
              4              1.8235   3.684928e-06         0.2651
              5              1.8235   9.293030e-07         0.2522
         --------------------------------------------------------------
         Total Iterations: 6
         Avg Convergence Rate: 		         0.1587
         Final Residual: 		   9.293030e-07
         Total Reduction in Residual: 	   1.596659e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0235261
    setup: 0.0162728 s
    solve: 0.00725334 s
    solve(per iteration): 0.00120889 s
resid in solve_pyamgx: 9.29e-07
time solve_pyamgx: 2.79e-02
time u: 3.24e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.180522e-02
              0             1.82349   1.711136e-03         0.0330
              1              1.8235   2.403754e-04         0.1405
              2              1.8235   3.871442e-05         0.1611
              3              1.8235   9.485964e-06         0.2450
              4              1.8235   2.489969e-06         0.2625
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1369
         Final Residual: 		   2.489969e-06
         Total Reduction in Residual: 	   4.806406e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0221731
    setup: 0.0162728 s
    solve: 0.00590029 s
    solve(per iteration): 0.00118006 s
resid in solve_pyamgx: 2.49e-06
time solve_pyamgx: 6.32e-03
time v: 8.51e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   6.063094e-02
              0             1.82349   1.644463e-03         0.0271
              1              1.8235   2.104009e-04         0.1279
              2              1.8235   3.585439e-05         0.1704
              3              1.8235   9.159026e-06         0.2555
              4              1.8235   2.269202e-06         0.2478
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1302
         Final Residual: 		   2.269202e-06
         Total Reduction in Residual: 	   3.742646e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0221734
    setup: 0.0162728 s
    solve: 0.00590061 s
    solve(per iteration): 0.00118012 s
resid in solve_pyamgx: 2.27e-06
time solve_pyamgx: 6.39e-03
time w: 8.26e-03
area_out 3.2
flow_in 86.76586881112287 flow_out 86.7645578159998 area_out 3.2 flow_out_new 86.76586881112284 uinc: 0.0004096859759616933
xp.sum(su3d) 2.1931345628445342e-11
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.624432e-01
              0             1.82349   3.533336e-01         0.6282
              1              1.8235   1.736715e-01         0.4915
              2              1.8235   8.701618e-02         0.5010
              3              1.8235   4.464502e-02         0.5131
              4              1.8235   2.316616e-02         0.5189
              5              1.8235   1.202150e-02         0.5189
              6              1.8235   6.399318e-03         0.5323
              7              1.8235   3.504019e-03         0.5476
              8              1.8235   1.937896e-03         0.5530
              9              1.8235   1.066344e-03         0.5503
             10              1.8235   7.333094e-04         0.6877
             11              1.8235   4.450933e-04         0.6070
             12              1.8235   2.476754e-04         0.5565
             13              1.8235   1.338245e-04         0.5403
             14              1.8235   7.274940e-05         0.5436
             15              1.8235   3.837591e-05         0.5275
             16              1.8235   2.088962e-05         0.5443
         --------------------------------------------------------------
         Total Iterations: 17
         Avg Convergence Rate: 		         0.5488
         Final Residual: 		   2.088962e-05
         Total Reduction in Residual: 	   3.714085e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.182926
    setup: 0.138297 s
    solve: 0.0446289 s
    solve(per iteration): 0.00262523 s
resid in solve_px: 2.09e-05
time p: 5.22e-02
time Smag or Wale: 4.77e-07

comm_min_pans:  -1.13e+03, pk_max: 1.31e+03, u2prim_max: 4.37e+00, v2prim_max: 1.62e+00, w2prim_max: 3.95e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5145269553889541 0.8670405255393916 0.6234492225686515
yplus, min,max,mean 26.74599222334468 45.07025124829659 32.407958191162656
uplus, min,max,mean 21.26697654082232 30.649977744076452 23.99983771816848
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0244
           1(D)        70547            709107  0.000142         0.0186
           2(D)         5135             83411   0.00316        0.00206
           3(D)           69               187    0.0393       6.25e-06
         --------------------------------------------------------------
         Grid Complexity: 1.32024
         Operator Complexity: 1.4911
         Total Memory Usage: 0.0449952 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.401519e+00
              0             1.82349   2.921151e-02         0.0086
              1              1.8235   2.366805e-03         0.0810
              2              1.8235   2.516497e-04         0.1063
              3              1.8235   5.864736e-05         0.2331
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0644
         Final Residual: 		   5.864736e-05
         Total Reduction in Residual: 	   1.724152e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0306165
    setup: 0.0248514 s
    solve: 0.00576512 s
    solve(per iteration): 0.00144128 s
resid in solve_pyamgx: 5.86e-05
time solve_pyamgx: 3.49e-02
time k: 4.76e-02
modify_eps, ustar[-2,-2],[2,2] 0.6209047695973408 0.6311764601548705
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0244
           1(D)        70653            709899  0.000142         0.0186
           2(D)         5020             76134   0.00302        0.00189
           3(D)           52               136    0.0503        4.6e-06
         --------------------------------------------------------------
         Grid Complexity: 1.32013
         Operator Complexity: 1.48705
         Total Memory Usage: 0.0448479 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   8.432281e+01
              0             1.82349   1.384403e-01         0.0016
              1              1.8235   3.190153e-02         0.2304
              2              1.8235   8.308060e-03         0.2604
              3              1.8235   2.299066e-03         0.2767
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0723
         Final Residual: 		   2.299066e-03
         Total Reduction in Residual: 	   2.726506e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0304319
    setup: 0.024668 s
    solve: 0.00576394 s
    solve(per iteration): 0.00144098 s
resid in solve_pyamgx: 2.30e-03
time solve_pyamgx: 3.49e-02
time eps: 4.19e-02

--time step:  27, iter:1, max residual:4.33e-08, u:7.26e-10, v:1.95e-09, w:1.77e-09, p:4.33e-08, k:3.58e-11, eps:1.10e-12, om:0.00e+00


monitor time step:  27, iter:1, u: 1.43e+01, v: 2.47e-01, w: 1.32e+00, p:-2.66e+00, k: 1.25e+00, eps: 1.76e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  1, umax: 3.17e+01, vismax: 6.52e+02, kmin: 1.23e-01, epsmin: 4.35e-01, ommin: 1.00e+00, fkmax: 5.31e+00

time one iteration: 1.99e-01
vismean_mean 5.714285714285714e-18
modify_u, ustar[-2,-2],[2,2] 0.6209047695973408 0.6311764601548705
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05         0.0239
           1(D)        15690            170164  0.000691         0.0044
           2(D)          729              2887   0.00543       8.63e-05
         --------------------------------------------------------------
         Grid Complexity: 1.06941
         Operator Complexity: 1.10522
         Total Memory Usage: 0.0283874 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.331685e+00
              0             1.82349   5.681769e-02         0.0244
              1              1.8235   6.562950e-03         0.1155
              2              1.8235   1.235548e-03         0.1883
              3              1.8235   3.037444e-04         0.2458
              4              1.8235   7.922434e-05         0.2608
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1277
         Final Residual: 		   7.922434e-05
         Total Reduction in Residual: 	   3.397730e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0221394
    setup: 0.016218 s
    solve: 0.00592141 s
    solve(per iteration): 0.00118428 s
resid in solve_pyamgx: 7.92e-05
time solve_pyamgx: 2.65e-02
time u: 3.26e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   1.912657e+00
              0             1.82349   4.960059e-02         0.0259
              1              1.8235   2.143667e-03         0.0432
              2              1.8235   3.793555e-04         0.1770
              3              1.8235   8.078025e-05         0.2129
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0806
         Final Residual: 		   8.078025e-05
         Total Reduction in Residual: 	   4.223456e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0210056
    setup: 0.016218 s
    solve: 0.00478758 s
    solve(per iteration): 0.0011969 s
resid in solve_pyamgx: 8.08e-05
time solve_pyamgx: 5.25e-03
time v: 7.51e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.166853e+00
              0             1.82349   5.737507e-02         0.0265
              1              1.8235   4.272256e-03         0.0745
              2              1.8235   8.420423e-04         0.1971
              3              1.8235   2.141341e-04         0.2543
              4              1.8235   5.188848e-05         0.2423
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1191
         Final Residual: 		   5.188848e-05
         Total Reduction in Residual: 	   2.394647e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0221494
    setup: 0.016218 s
    solve: 0.00593146 s
    solve(per iteration): 0.00118629 s
resid in solve_pyamgx: 5.19e-05
time solve_pyamgx: 6.36e-03
time w: 8.04e-03
area_out 3.2
flow_in 86.7658688111229 flow_out 86.76455903004141 area_out 3.2 flow_out_new 86.7658688111229 uinc: 0.0004093065879651192
xp.sum(su3d) -1.9567680809018384e-11
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.174490e+00
              0             1.82349   1.380098e+00         0.6347
              1              1.8235   7.153425e-01         0.5183
              2              1.8235   3.747335e-01         0.5239
              3              1.8235   1.988279e-01         0.5306
              4              1.8235   1.062910e-01         0.5346
              5              1.8235   5.550113e-02         0.5222
              6              1.8235   3.016672e-02         0.5435
              7              1.8235   1.716745e-02         0.5691
              8              1.8235   9.802978e-03         0.5710
              9              1.8235   5.445365e-03         0.5555
             10              1.8235   3.793996e-03         0.6967
             11              1.8235   2.328920e-03         0.6138
             12              1.8235   1.308278e-03         0.5618
             13              1.8235   7.150587e-04         0.5466
             14              1.8235   3.837713e-04         0.5367
             15              1.8235   1.998280e-04         0.5207
             16              1.8235   1.060098e-04         0.5305
         --------------------------------------------------------------
         Total Iterations: 17
         Avg Convergence Rate: 		         0.5576
         Final Residual: 		   1.060098e-04
         Total Reduction in Residual: 	   4.875159e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.182843
    setup: 0.138297 s
    solve: 0.044546 s
    solve(per iteration): 0.00262036 s
resid in solve_px: 1.06e-04
time p: 5.25e-02
time Smag or Wale: 7.15e-07

comm_min_pans:  -1.23e+03, pk_max: 1.29e+03, u2prim_max: 4.35e+00, v2prim_max: 1.62e+00, w2prim_max: 3.94e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5142344756762066 0.8690124383931839 0.6235757193274775
yplus, min,max,mean 26.730788627030243 45.172754655164304 32.414533709301026
uplus, min,max,mean 21.157383378651897 31.872286472205293 24.04232464190244
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0244
           1(D)        70580            708424  0.000142         0.0185
           2(D)         5155             84799   0.00319        0.00209
           3(D)           60               152    0.0422        5.2e-06
         --------------------------------------------------------------
         Grid Complexity: 1.32043
         Operator Complexity: 1.49151
         Total Memory Usage: 0.0450126 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   4.125500e+00
              0             1.82349   4.405262e-02         0.0107
              1              1.8235   6.826326e-03         0.1550
              2              1.8235   1.617271e-03         0.2369
              3              1.8235   4.388132e-04         0.2713
              4              1.8235   1.228431e-04         0.2799
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1244
         Final Residual: 		   1.228431e-04
         Total Reduction in Residual: 	   2.977654e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.031866
    setup: 0.0245833 s
    solve: 0.00728269 s
    solve(per iteration): 0.00145654 s
resid in solve_pyamgx: 1.23e-04
time solve_pyamgx: 3.62e-02
time k: 4.87e-02
modify_eps, ustar[-2,-2],[2,2] 0.621163094693865 0.6312784390852885
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0244
           1(D)        70503            707663  0.000142         0.0185
           2(D)         4912             75464   0.00313        0.00187
           3(D)           45               115    0.0568       3.93e-06
         --------------------------------------------------------------
         Grid Complexity: 1.31901
         Operator Complexity: 1.48524
         Total Memory Usage: 0.0447687 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.673537e+02
              0             1.82349   1.403511e+00         0.0038
              1              1.8235   2.694386e-01         0.1920
              2              1.8235   6.390937e-02         0.2372
              3              1.8235   1.630903e-02         0.2552
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0816
         Final Residual: 		   1.630903e-02
         Total Reduction in Residual: 	   4.439600e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0304124
    setup: 0.0246636 s
    solve: 0.00574874 s
    solve(per iteration): 0.00143718 s
resid in solve_pyamgx: 1.63e-02
time solve_pyamgx: 3.47e-02
time eps: 4.17e-02

--time step:  28, iter:0, max residual:2.03e-07, u:6.19e-08, v:6.31e-08, w:4.05e-08, p:2.03e-07, k:7.50e-11, eps:7.78e-12, om:0.00e+00


monitor time step:  28, iter:0, u: 1.43e+01, v: 2.53e-01, w: 1.37e+00, p:-2.99e+00, k: 1.25e+00, eps: 1.76e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  0, umax: 3.18e+01, vismax: 6.53e+02, kmin: 1.18e-01, epsmin: 4.32e-01, ommin: 1.00e+00, fkmax: 4.50e+00

time one iteration: 1.99e-01
modify_u, ustar[-2,-2],[2,2] 0.621163094693865 0.6312784390852885
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05         0.0239
           1(D)        15712            170234   0.00069         0.0044
           2(D)          596              2640   0.00743       7.68e-05
         --------------------------------------------------------------
         Grid Complexity: 1.06894
         Operator Complexity: 1.10511
         Total Memory Usage: 0.0283787 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.854609e-02
              0             1.82349   1.995690e-03         0.0341
              1              1.8235   2.739584e-04         0.1373
              2              1.8235   5.264967e-05         0.1922
              3              1.8235   1.407082e-05         0.2673
              4              1.8235   3.781678e-06         0.2688
              5              1.8235   9.899985e-07         0.2618
         --------------------------------------------------------------
         Total Iterations: 6
         Avg Convergence Rate: 		         0.1602
         Final Residual: 		   9.899985e-07
         Total Reduction in Residual: 	   1.690973e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0233798
    setup: 0.0162162 s
    solve: 0.00716362 s
    solve(per iteration): 0.00119394 s
resid in solve_pyamgx: 9.90e-07
time solve_pyamgx: 2.77e-02
time u: 3.21e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.243101e-02
              0             1.82349   1.716414e-03         0.0327
              1              1.8235   2.334027e-04         0.1360
              2              1.8235   3.650154e-05         0.1564
              3              1.8235   9.227798e-06         0.2528
              4              1.8235   2.489970e-06         0.2698
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1366
         Final Residual: 		   2.489970e-06
         Total Reduction in Residual: 	   4.749041e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0221164
    setup: 0.0162162 s
    solve: 0.00590029 s
    solve(per iteration): 0.00118006 s
resid in solve_pyamgx: 2.49e-06
time solve_pyamgx: 6.31e-03
time v: 8.54e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   6.219094e-02
              0             1.82349   1.671101e-03         0.0269
              1              1.8235   2.087638e-04         0.1249
              2              1.8235   3.567370e-05         0.1709
              3              1.8235   9.330774e-06         0.2616
              4              1.8235   2.355763e-06         0.2525
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1305
         Final Residual: 		   2.355763e-06
         Total Reduction in Residual: 	   3.787952e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0221691
    setup: 0.0162162 s
    solve: 0.00595296 s
    solve(per iteration): 0.00119059 s
resid in solve_pyamgx: 2.36e-06
time solve_pyamgx: 6.46e-03
time w: 8.27e-03
area_out 3.2
flow_in 86.7658688111229 flow_out 86.7645577913528 area_out 3.2 flow_out_new 86.7658688111229 uinc: 0.0004096936781561311
xp.sum(su3d) -1.1757039786175483e-11
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.605190e-01
              0             1.82349   3.560765e-01         0.6353
              1              1.8235   1.749919e-01         0.4914
              2              1.8235   8.738307e-02         0.4994
              3              1.8235   4.470118e-02         0.5116
              4              1.8235   2.317710e-02         0.5185
              5              1.8235   1.194648e-02         0.5154
              6              1.8235   6.327843e-03         0.5297
              7              1.8235   3.442170e-03         0.5440
              8              1.8235   1.887753e-03         0.5484
              9              1.8235   1.034502e-03         0.5480
             10              1.8235   7.089911e-04         0.6853
             11              1.8235   4.284952e-04         0.6044
             12              1.8235   2.371631e-04         0.5535
             13              1.8235   1.276180e-04         0.5381
             14              1.8235   6.926111e-05         0.5427
             15              1.8235   3.650243e-05         0.5270
             16              1.8235   1.999102e-05         0.5477
         --------------------------------------------------------------
         Total Iterations: 17
         Avg Convergence Rate: 		         0.5475
         Final Residual: 		   1.999102e-05
         Total Reduction in Residual: 	   3.566519e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.183197
    setup: 0.138297 s
    solve: 0.0449003 s
    solve(per iteration): 0.00264119 s
resid in solve_px: 2.00e-05
time p: 5.27e-02
time Smag or Wale: 7.15e-07

comm_min_pans:  -1.18e+03, pk_max: 1.28e+03, u2prim_max: 4.35e+00, v2prim_max: 1.62e+00, w2prim_max: 3.94e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5134958112767402 0.8667960836417297 0.6239802207709956
yplus, min,max,mean 26.692391586648057 45.057544739870835 32.435560387008294
uplus, min,max,mean 21.189985145128293 30.374289540957754 24.0269572144998
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0244
           1(D)        70542            708456  0.000142         0.0185
           2(D)         5230             87378   0.00319        0.00215
           3(D)           58               140    0.0416       4.87e-06
         --------------------------------------------------------------
         Grid Complexity: 1.32057
         Operator Complexity: 1.49312
         Total Memory Usage: 0.0450725 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.351448e+00
              0             1.82349   2.289374e-02         0.0068
              1              1.8235   1.660696e-03         0.0725
              2              1.8235   1.921836e-04         0.1157
              3              1.8235   4.972315e-05         0.2587
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0621
         Final Residual: 		   4.972315e-05
         Total Reduction in Residual: 	   1.483632e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0309289
    setup: 0.0251208 s
    solve: 0.00580813 s
    solve(per iteration): 0.00145203 s
resid in solve_pyamgx: 4.97e-05
time solve_pyamgx: 3.53e-02
time k: 4.82e-02
modify_eps, ustar[-2,-2],[2,2] 0.621253780949947 0.6313128819999531
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0244
           1(D)        70437            707429  0.000143         0.0185
           2(D)         5042             78620   0.00309        0.00195
           3(D)           40               126    0.0788       4.02e-06
         --------------------------------------------------------------
         Grid Complexity: 1.31926
         Operator Complexity: 1.48705
         Total Memory Usage: 0.0448374 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   7.902637e+01
              0             1.82349   1.239483e-01         0.0016
              1              1.8235   2.736907e-02         0.2208
              2              1.8235   7.025078e-03         0.2567
              3              1.8235   2.078726e-03         0.2959
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0716
         Final Residual: 		   2.078726e-03
         Total Reduction in Residual: 	   2.630420e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0305009
    setup: 0.0247214 s
    solve: 0.00577946 s
    solve(per iteration): 0.00144486 s
resid in solve_pyamgx: 2.08e-03
time solve_pyamgx: 3.50e-02
time eps: 4.20e-02

--time step:  28, iter:1, max residual:4.21e-08, u:7.73e-10, v:1.95e-09, w:1.84e-09, p:4.21e-08, k:3.03e-11, eps:9.91e-13, om:0.00e+00


monitor time step:  28, iter:1, u: 1.43e+01, v: 2.47e-01, w: 1.38e+00, p:-3.16e+00, k: 1.25e+00, eps: 1.77e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  1, umax: 3.18e+01, vismax: 6.60e+02, kmin: 1.18e-01, epsmin: 4.32e-01, ommin: 1.00e+00, fkmax: 4.99e+00

time one iteration: 2.00e-01
vismean_mean 5.517241379310344e-18
modify_u, ustar[-2,-2],[2,2] 0.621253780949947 0.6313128819999531
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05         0.0239
           1(D)        16351            171711  0.000642        0.00445
           2(D)          511              2439   0.00934       6.98e-05
         --------------------------------------------------------------
         Grid Complexity: 1.07128
         Operator Complexity: 1.10588
         Total Memory Usage: 0.0284367 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.359689e+00
              0             1.82349   5.742746e-02         0.0243
              1              1.8235   6.659459e-03         0.1160
              2              1.8235   1.321652e-03         0.1985
              3              1.8235   3.327018e-04         0.2517
              4              1.8235   8.477713e-05         0.2548
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1291
         Final Residual: 		   8.477713e-05
         Total Reduction in Residual: 	   3.592725e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0222019
    setup: 0.0162584 s
    solve: 0.00594352 s
    solve(per iteration): 0.0011887 s
resid in solve_pyamgx: 8.48e-05
time solve_pyamgx: 2.66e-02
time u: 3.28e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   1.928384e+00
              0             1.82349   5.002275e-02         0.0259
              1              1.8235   2.161876e-03         0.0432
              2              1.8235   3.770512e-04         0.1744
              3              1.8235   8.017487e-05         0.2126
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0803
         Final Residual: 		   8.017487e-05
         Total Reduction in Residual: 	   4.157619e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.021022
    setup: 0.0162584 s
    solve: 0.00476365 s
    solve(per iteration): 0.00119091 s
resid in solve_pyamgx: 8.02e-05
time solve_pyamgx: 5.21e-03
time v: 7.52e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.190786e+00
              0             1.82349   5.801804e-02         0.0265
              1              1.8235   4.358595e-03         0.0751
              2              1.8235   8.551120e-04         0.1962
              3              1.8235   2.154321e-04         0.2519
              4              1.8235   5.321978e-05         0.2470
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1194
         Final Residual: 		   5.321978e-05
         Total Reduction in Residual: 	   2.429255e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0221518
    setup: 0.0162584 s
    solve: 0.00589347 s
    solve(per iteration): 0.00117869 s
resid in solve_pyamgx: 5.32e-05
time solve_pyamgx: 6.40e-03
time w: 8.04e-03
area_out 3.2
flow_in 86.76586881112287 flow_out 86.76455883130569 area_out 3.2 flow_out_new 86.76586881112289 uinc: 0.00040936869286856137
xp.sum(su3d) 7.136291557685581e-12
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.190479e+00
              0             1.82349   1.386430e+00         0.6329
              1              1.8235   7.171094e-01         0.5172
              2              1.8235   3.752761e-01         0.5233
              3              1.8235   1.989277e-01         0.5301
              4              1.8235   1.063413e-01         0.5346
              5              1.8235   5.542778e-02         0.5212
              6              1.8235   3.018425e-02         0.5446
              7              1.8235   1.714380e-02         0.5680
              8              1.8235   9.770774e-03         0.5699
              9              1.8235   5.447514e-03         0.5575
             10              1.8235   3.802528e-03         0.6980
             11              1.8235   2.337038e-03         0.6146
             12              1.8235   1.313692e-03         0.5621
             13              1.8235   7.179547e-04         0.5465
             14              1.8235   3.853000e-04         0.5367
             15              1.8235   2.001181e-04         0.5194
             16              1.8235   1.056986e-04         0.5282
         --------------------------------------------------------------
         Total Iterations: 17
         Avg Convergence Rate: 		         0.5573
         Final Residual: 		   1.056986e-04
         Total Reduction in Residual: 	   4.825365e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.182788
    setup: 0.138297 s
    solve: 0.0444908 s
    solve(per iteration): 0.0026171 s
resid in solve_px: 1.06e-04
time p: 5.24e-02
time Smag or Wale: 7.15e-07

comm_min_pans:  -1.20e+03, pk_max: 1.25e+03, u2prim_max: 4.33e+00, v2prim_max: 1.62e+00, w2prim_max: 3.93e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5131516670917399 0.8654413013631882 0.6241101374455659
yplus, min,max,mean 26.674502382595048 44.98712083708657 32.44231367822336
uplus, min,max,mean 21.119950503717376 31.378031954708256 24.069404512504956
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0244
           1(D)        70487            708697  0.000143         0.0185
           2(D)         5211             86093   0.00317        0.00212
           3(D)           62               170    0.0442       5.66e-06
         --------------------------------------------------------------
         Grid Complexity: 1.32028
         Operator Complexity: 1.4925
         Total Memory Usage: 0.0450462 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.628252e+00
              0             1.82349   4.293247e-02         0.0118
              1              1.8235   6.660294e-03         0.1551
              2              1.8235   1.560638e-03         0.2343
              3              1.8235   4.146035e-04         0.2657
              4              1.8235   1.144971e-04         0.2762
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1258
         Final Residual: 		   1.144971e-04
         Total Reduction in Residual: 	   3.155709e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0320061
    setup: 0.0248095 s
    solve: 0.00719664 s
    solve(per iteration): 0.00143933 s
resid in solve_pyamgx: 1.14e-04
time solve_pyamgx: 3.65e-02
time k: 4.93e-02
modify_eps, ustar[-2,-2],[2,2] 0.6215085449717476 0.6313519607300057
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0244
           1(D)        70398            706418  0.000143         0.0185
           2(D)         4982             78258   0.00315        0.00194
           3(D)           56               150    0.0478       5.04e-06
         --------------------------------------------------------------
         Grid Complexity: 1.31891
         Operator Complexity: 1.48622
         Total Memory Usage: 0.0448028 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   4.033591e+02
              0             1.82349   1.380461e+00         0.0034
              1              1.8235   2.646121e-01         0.1917
              2              1.8235   6.173060e-02         0.2333
              3              1.8235   1.558410e-02         0.2525
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0788
         Final Residual: 		   1.558410e-02
         Total Reduction in Residual: 	   3.863579e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0306767
    setup: 0.02491 s
    solve: 0.00576675 s
    solve(per iteration): 0.00144169 s
resid in solve_pyamgx: 1.56e-02
time solve_pyamgx: 3.53e-02
time eps: 4.22e-02

--time step:  29, iter:0, max residual:2.06e-07, u:6.62e-08, v:6.26e-08, w:4.16e-08, p:2.06e-07, k:6.99e-11, eps:7.43e-12, om:0.00e+00


monitor time step:  29, iter:0, u: 1.44e+01, v: 2.49e-01, w: 1.43e+00, p:-3.42e+00, k: 1.25e+00, eps: 1.77e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  0, umax: 3.18e+01, vismax: 6.67e+02, kmin: 1.14e-01, epsmin: 4.29e-01, ommin: 1.00e+00, fkmax: 4.62e+00

time one iteration: 2.00e-01
modify_u, ustar[-2,-2],[2,2] 0.6215085449717476 0.6313519607300057
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05         0.0239
           1(D)        16335            171185  0.000642        0.00444
           2(D)          530              2682   0.00955       7.58e-05
         --------------------------------------------------------------
         Grid Complexity: 1.0713
         Operator Complexity: 1.10571
         Total Memory Usage: 0.0284304 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.859712e-02
              0             1.82349   2.011441e-03         0.0343
              1              1.8235   2.758188e-04         0.1371
              2              1.8235   5.414533e-05         0.1963
              3              1.8235   1.456185e-05         0.2689
              4              1.8235   4.016872e-06         0.2758
              5              1.8235   1.035644e-06         0.2578
         --------------------------------------------------------------
         Total Iterations: 6
         Avg Convergence Rate: 		         0.1614
         Final Residual: 		   1.035644e-06
         Total Reduction in Residual: 	   1.767398e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0227175
    setup: 0.0155644 s
    solve: 0.00715312 s
    solve(per iteration): 0.00119219 s
resid in solve_pyamgx: 1.04e-06
time solve_pyamgx: 2.72e-02
time u: 3.17e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.212341e-02
              0             1.82349   1.702469e-03         0.0327
              1              1.8235   2.323559e-04         0.1365
              2              1.8235   3.853936e-05         0.1659
              3              1.8235   9.844998e-06         0.2555
              4              1.8235   2.654549e-06         0.2696
              5              1.8235   6.897306e-07         0.2598
         --------------------------------------------------------------
         Total Iterations: 6
         Avg Convergence Rate: 		         0.1538
         Final Residual: 		   6.897306e-07
         Total Reduction in Residual: 	   1.323265e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0226971
    setup: 0.0155644 s
    solve: 0.00713274 s
    solve(per iteration): 0.00118879 s
resid in solve_pyamgx: 6.90e-07
time solve_pyamgx: 7.70e-03
time v: 9.95e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   6.229256e-02
              0             1.82349   1.671091e-03         0.0268
              1              1.8235   2.030097e-04         0.1215
              2              1.8235   3.550931e-05         0.1749
              3              1.8235   8.935038e-06         0.2516
              4              1.8235   2.250097e-06         0.2518
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1293
         Final Residual: 		   2.250097e-06
         Total Reduction in Residual: 	   3.612145e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0214588
    setup: 0.0155644 s
    solve: 0.00589437 s
    solve(per iteration): 0.00117887 s
resid in solve_pyamgx: 2.25e-06
time solve_pyamgx: 6.34e-03
time w: 8.11e-03
area_out 3.2
flow_in 86.76586881112287 flow_out 86.76455759788635 area_out 3.2 flow_out_new 86.7658688111229 uinc: 0.0004097541364123103
xp.sum(su3d) 5.808908909443744e-12
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.535947e-01
              0             1.82349   3.581774e-01         0.6470
              1              1.8235   1.758147e-01         0.4909
              2              1.8235   8.783120e-02         0.4996
              3              1.8235   4.486235e-02         0.5108
              4              1.8235   2.310817e-02         0.5151
              5              1.8235   1.184887e-02         0.5128
              6              1.8235   6.234135e-03         0.5261
              7              1.8235   3.351858e-03         0.5377
              8              1.8235   1.825230e-03         0.5445
              9              1.8235   9.915042e-04         0.5432
             10              1.8235   6.781236e-04         0.6839
             11              1.8235   4.076437e-04         0.6011
             12              1.8235   2.250867e-04         0.5522
             13              1.8235   1.205437e-04         0.5355
             14              1.8235   6.535718e-05         0.5422
             15              1.8235   3.461539e-05         0.5296
             16              1.8235   1.892255e-05         0.5467
         --------------------------------------------------------------
         Total Iterations: 17
         Avg Convergence Rate: 		         0.5461
         Final Residual: 		   1.892255e-05
         Total Reduction in Residual: 	   3.418124e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.182805
    setup: 0.138297 s
    solve: 0.0445079 s
    solve(per iteration): 0.00261811 s
resid in solve_px: 1.89e-05
time p: 5.22e-02
time Smag or Wale: 4.77e-07

comm_min_pans:  -1.15e+03, pk_max: 1.25e+03, u2prim_max: 4.33e+00, v2prim_max: 1.62e+00, w2prim_max: 3.93e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.520569838271721 0.857378874728363 0.624512433525322
yplus, min,max,mean 27.060111623497168 44.56802209441077 32.463225717345786
uplus, min,max,mean 21.140197757186016 30.60810655828106 24.054183438014746
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0244
           1(D)        70511            707001  0.000142         0.0185
           2(D)         5250             86998   0.00316        0.00214
           3(D)           62               184    0.0479       5.98e-06
         --------------------------------------------------------------
         Grid Complexity: 1.32055
         Operator Complexity: 1.49201
         Total Memory Usage: 0.0450321 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.502378e+00
              0             1.82349   2.695968e-02         0.0077
              1              1.8235   1.973484e-03         0.0732
              2              1.8235   2.054043e-04         0.1041
              3              1.8235   5.020219e-05         0.2444
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0615
         Final Residual: 		   5.020219e-05
         Total Reduction in Residual: 	   1.433375e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0305186
    setup: 0.0247453 s
    solve: 0.00577331 s
    solve(per iteration): 0.00144333 s
resid in solve_pyamgx: 5.02e-05
time solve_pyamgx: 3.49e-02
time k: 4.74e-02
modify_eps, ustar[-2,-2],[2,2] 0.6215991377010578 0.6313647804931335
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0244
           1(D)        70478            707182  0.000142         0.0185
           2(D)         5111             81701   0.00313        0.00202
           3(D)           54               194    0.0665       5.96e-06
         --------------------------------------------------------------
         Grid Complexity: 1.31978
         Operator Complexity: 1.48885
         Total Memory Usage: 0.0449086 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   1.001411e+02
              0             1.82349   1.309299e-01         0.0013
              1              1.8235   2.935790e-02         0.2242
              2              1.8235   7.452942e-03         0.2539
              3              1.8235   2.140899e-03         0.2873
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0680
         Final Residual: 		   2.140899e-03
         Total Reduction in Residual: 	   2.137882e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0303691
    setup: 0.0246213 s
    solve: 0.00574774 s
    solve(per iteration): 0.00143694 s
resid in solve_pyamgx: 2.14e-03
time solve_pyamgx: 3.47e-02
time eps: 4.17e-02

--time step:  29, iter:1, max residual:4.10e-08, u:8.09e-10, v:5.39e-10, w:1.76e-09, p:4.10e-08, k:3.06e-11, eps:1.02e-12, om:0.00e+00


monitor time step:  29, iter:1, u: 1.44e+01, v: 2.45e-01, w: 1.43e+00, p:-3.59e+00, k: 1.25e+00, eps: 1.77e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  1, umax: 3.18e+01, vismax: 6.78e+02, kmin: 1.14e-01, epsmin: 4.29e-01, ommin: 1.00e+00, fkmax: 5.03e+00

time one iteration: 1.99e-01
vismean_mean 5.333333333333333e-18
modify_u, ustar[-2,-2],[2,2] 0.6215991377010578 0.6313647804931335
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05         0.0239
           1(D)        16345            171325  0.000641        0.00445
           2(D)          549              2753   0.00913       7.79e-05
         --------------------------------------------------------------
         Grid Complexity: 1.07142
         Operator Complexity: 1.10584
         Total Memory Usage: 0.0284365 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.388358e+00
              0             1.82349   5.834519e-02         0.0244
              1              1.8235   6.863370e-03         0.1176
              2              1.8235   1.355304e-03         0.1975
              3              1.8235   3.391667e-04         0.2503
              4              1.8235   8.806619e-05         0.2597
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1298
         Final Residual: 		   8.806619e-05
         Total Reduction in Residual: 	   3.687312e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0213046
    setup: 0.0153808 s
    solve: 0.00592384 s
    solve(per iteration): 0.00118477 s
resid in solve_pyamgx: 8.81e-05
time solve_pyamgx: 2.56e-02
time u: 3.16e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   1.943644e+00
              0             1.82349   5.043018e-02         0.0259
              1              1.8235   2.164056e-03         0.0429
              2              1.8235   3.662261e-04         0.1692
              3              1.8235   8.022744e-05         0.2191
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0802
         Final Residual: 		   8.022744e-05
         Total Reduction in Residual: 	   4.127682e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0201383
    setup: 0.0153808 s
    solve: 0.0047575 s
    solve(per iteration): 0.00118938 s
resid in solve_pyamgx: 8.02e-05
time solve_pyamgx: 5.17e-03
time v: 7.38e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.216467e+00
              0             1.82349   5.875535e-02         0.0265
              1              1.8235   4.440198e-03         0.0756
              2              1.8235   8.796696e-04         0.1981
              3              1.8235   2.266345e-04         0.2576
              4              1.8235   5.637930e-05         0.2488
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1205
         Final Residual: 		   5.637930e-05
         Total Reduction in Residual: 	   2.543656e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0213589
    setup: 0.0153808 s
    solve: 0.00597811 s
    solve(per iteration): 0.00119562 s
resid in solve_pyamgx: 5.64e-05
time solve_pyamgx: 6.48e-03
time w: 8.17e-03
area_out 3.2
flow_in 86.76586881112289 flow_out 86.76455847940885 area_out 3.2 flow_out_new 86.76586881112289 uinc: 0.0004094786606367862
xp.sum(su3d) -4.0245584642661925e-12
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.216809e+00
              0             1.82349   1.394910e+00         0.6292
              1              1.8235   7.199024e-01         0.5161
              2              1.8235   3.757645e-01         0.5220
              3              1.8235   1.990851e-01         0.5298
              4              1.8235   1.062391e-01         0.5336
              5              1.8235   5.528967e-02         0.5204
              6              1.8235   3.008922e-02         0.5442
              7              1.8235   1.705639e-02         0.5669
              8              1.8235   9.705509e-03         0.5690
              9              1.8235   5.426205e-03         0.5591
             10              1.8235   3.797072e-03         0.6998
             11              1.8235   2.335652e-03         0.6151
             12              1.8235   1.311507e-03         0.5615
             13              1.8235   7.161271e-04         0.5460
             14              1.8235   3.840155e-04         0.5362
             15              1.8235   1.997488e-04         0.5202
             16              1.8235   1.049436e-04         0.5254
         --------------------------------------------------------------
         Total Iterations: 17
         Avg Convergence Rate: 		         0.5567
         Final Residual: 		   1.049436e-04
         Total Reduction in Residual: 	   4.733996e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.182833
    setup: 0.138297 s
    solve: 0.0445362 s
    solve(per iteration): 0.00261978 s
resid in solve_px: 1.05e-04
time p: 5.22e-02
time Smag or Wale: 7.15e-07

comm_min_pans:  -1.20e+03, pk_max: 1.22e+03, u2prim_max: 4.31e+00, v2prim_max: 1.62e+00, w2prim_max: 3.90e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5159515171302151 0.8669747616675346 0.624653938674668
yplus, min,max,mean 26.820043382092308 45.066832729622604 32.47058139732393
uplus, min,max,mean 21.110240488686383 30.774494572157604 24.096187365908055
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0244
           1(D)        70525            708501  0.000142         0.0185
           2(D)         5239             87849    0.0032        0.00216
           3(D)           68               196    0.0424       6.42e-06
         --------------------------------------------------------------
         Grid Complexity: 1.32058
         Operator Complexity: 1.49348
         Total Memory Usage: 0.0450853 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.699440e+00
              0             1.82349   4.297971e-02         0.0116
              1              1.8235   6.550217e-03         0.1524
              2              1.8235   1.519781e-03         0.2320
              3              1.8235   4.179013e-04         0.2750
              4              1.8235   1.195576e-04         0.2861
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1264
         Final Residual: 		   1.195576e-04
         Total Reduction in Residual: 	   3.231774e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0321413
    setup: 0.0248463 s
    solve: 0.00729501 s
    solve(per iteration): 0.001459 s
resid in solve_pyamgx: 1.20e-04
time solve_pyamgx: 3.65e-02
time k: 4.93e-02
modify_eps, ustar[-2,-2],[2,2] 0.6218495130055263 0.631372616166912
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0244
           1(D)        70513            707653  0.000142         0.0185
           2(D)         5109             82225   0.00315        0.00203
           3(D)           50               118    0.0472       4.14e-06
         --------------------------------------------------------------
         Grid Complexity: 1.31991
         Operator Complexity: 1.48942
         Total Memory Usage: 0.0449307 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.850853e+02
              0             1.82349   1.348776e+00         0.0035
              1              1.8235   2.536713e-01         0.1881
              2              1.8235   6.061347e-02         0.2389
              3              1.8235   1.614853e-02         0.2664
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0805
         Final Residual: 		   1.614853e-02
         Total Reduction in Residual: 	   4.193495e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0304882
    setup: 0.0247194 s
    solve: 0.0057688 s
    solve(per iteration): 0.0014422 s
resid in solve_pyamgx: 1.61e-02
time solve_pyamgx: 3.50e-02
time eps: 4.20e-02

--time step:  30, iter:0, max residual:2.07e-07, u:6.88e-08, v:6.27e-08, w:4.40e-08, p:2.07e-07, k:7.30e-11, eps:7.70e-12, om:0.00e+00


monitor time step:  30, iter:0, u: 1.44e+01, v: 2.43e-01, w: 1.48e+00, p:-3.77e+00, k: 1.26e+00, eps: 1.78e+02, om: 1.00e+00


-- cfl_max_x: 3.98e-01, cfl_max_y: 5.86e-01, at i=  0, j=  1


No of points cfl_x > 1:  0, No of points cfl_y > 1:  0


--time step:  1.17e-03, iter:  0, umax: 3.18e+01, vismax: 6.75e+02, kmin: 1.10e-01, epsmin: 4.26e-01, ommin: 1.00e+00, fkmax: 4.77e+00

time one iteration: 1.99e-01
time every 10th time steps: 3.99e+00
modify_u, ustar[-2,-2],[2,2] 0.6218495130055263 0.631372616166912
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05         0.0239
           1(D)        16371            171593   0.00064        0.00445
           2(D)          576              2644   0.00797       7.63e-05
         --------------------------------------------------------------
         Grid Complexity: 1.07164
         Operator Complexity: 1.10594
         Total Memory Usage: 0.0284426 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   6.013548e-02
              0             1.82349   2.059861e-03         0.0343
              1              1.8235   2.833914e-04         0.1376
              2              1.8235   5.563077e-05         0.1963
              3              1.8235   1.497619e-05         0.2692
              4              1.8235   4.129673e-06         0.2757
              5              1.8235   1.087009e-06         0.2632
         --------------------------------------------------------------
         Total Iterations: 6
         Avg Convergence Rate: 		         0.1620
         Final Residual: 		   1.087009e-06
         Total Reduction in Residual: 	   1.807600e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0225902
    setup: 0.0154853 s
    solve: 0.00710486 s
    solve(per iteration): 0.00118414 s
resid in solve_pyamgx: 1.09e-06
time solve_pyamgx: 2.69e-02
time u: 3.15e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.264460e-02
              0             1.82349   1.695192e-03         0.0322
              1              1.8235   2.282339e-04         0.1346
              2              1.8235   3.754263e-05         0.1645
              3              1.8235   9.829813e-06         0.2618
              4              1.8235   2.773042e-06         0.2821
              5              1.8235   7.476420e-07         0.2696
         --------------------------------------------------------------
         Total Iterations: 6
         Avg Convergence Rate: 		         0.1556
         Final Residual: 		   7.476420e-07
         Total Reduction in Residual: 	   1.420168e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0226288
    setup: 0.0154853 s
    solve: 0.00714349 s
    solve(per iteration): 0.00119058 s
resid in solve_pyamgx: 7.48e-07
time solve_pyamgx: 7.60e-03
time v: 9.87e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   6.442033e-02
              0             1.82349   1.705708e-03         0.0265
              1              1.8235   2.032256e-04         0.1191
              2              1.8235   3.554419e-05         0.1749
              3              1.8235   8.974234e-06         0.2525
              4              1.8235   2.235972e-06         0.2492
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1283
         Final Residual: 		   2.235972e-06
         Total Reduction in Residual: 	   3.470910e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0213771
    setup: 0.0154853 s
    solve: 0.00589178 s
    solve(per iteration): 0.00117836 s
resid in solve_pyamgx: 2.24e-06
time solve_pyamgx: 6.34e-03
time w: 7.98e-03
area_out 3.2
flow_in 86.76586881112289 flow_out 86.7645572544253 area_out 3.2 flow_out_new 86.76586881112286 uinc: 0.00040986146799593115
xp.sum(su3d) 1.4221068767028555e-11
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.611993e-01
              0             1.82349   3.625313e-01         0.6460
              1              1.8235   1.773054e-01         0.4891
              2              1.8235   8.844918e-02         0.4989
              3              1.8235   4.496670e-02         0.5084
              4              1.8235   2.313036e-02         0.5144
              5              1.8235   1.180608e-02         0.5104
              6              1.8235   6.159623e-03         0.5217
              7              1.8235   3.271617e-03         0.5311
              8              1.8235   1.764678e-03         0.5394
              9              1.8235   9.491827e-04         0.5379
             10              1.8235   6.456924e-04         0.6803
             11              1.8235   3.857335e-04         0.5974
             12              1.8235   2.114295e-04         0.5481
             13              1.8235   1.129644e-04         0.5343
             14              1.8235   6.129922e-05         0.5426
             15              1.8235   3.233254e-05         0.5275
             16              1.8235   1.774679e-05         0.5489
         --------------------------------------------------------------
         Total Iterations: 17
         Avg Convergence Rate: 		         0.5436
         Final Residual: 		   1.774679e-05
         Total Reduction in Residual: 	   3.162298e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.182697
    setup: 0.138297 s
    solve: 0.0444001 s
    solve(per iteration): 0.00261177 s
resid in solve_px: 1.77e-05
time p: 5.20e-02
time Smag or Wale: 7.15e-07

comm_min_pans:  -1.17e+03, pk_max: 1.23e+03, u2prim_max: 4.31e+00, v2prim_max: 1.62e+00, w2prim_max: 3.90e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5215252303208661 0.8698551394143283 0.6250733954304087
yplus, min,max,mean 27.109774538236714 45.21655969729489 32.49238547777019
uplus, min,max,mean 21.119296816212014 30.789581496861274 24.08009999868229
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0244
           1(D)        70551            708437  0.000142         0.0185
           2(D)         5457             93605   0.00314         0.0023
           3(D)           62               170    0.0442       5.66e-06
         --------------------------------------------------------------
         Grid Complexity: 1.32159
         Operator Complexity: 1.49699
         Total Memory Usage: 0.0452244 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.505145e+00
              0             1.82349   2.316464e-02         0.0066
              1              1.8235   1.721449e-03         0.0743
              2              1.8235   1.860299e-04         0.1081
              3              1.8235   4.696414e-05         0.2525
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0605
         Final Residual: 		   4.696414e-05
         Total Reduction in Residual: 	   1.339863e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0307021
    setup: 0.0249037 s
    solve: 0.00579837 s
    solve(per iteration): 0.00144959 s
resid in solve_pyamgx: 4.70e-05
time solve_pyamgx: 3.51e-02
time k: 4.75e-02
modify_eps, ustar[-2,-2],[2,2] 0.621939717654041 0.6313756700358721
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0244
           1(D)        70574            707836  0.000142         0.0185
           2(D)         5205             85447   0.00315         0.0021
           3(D)           62               212    0.0552        6.6e-06
         --------------------------------------------------------------
         Grid Complexity: 1.32062
         Operator Complexity: 1.49159
         Total Memory Usage: 0.0450176 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   9.195214e+01
              0             1.82349   1.198932e-01         0.0013
              1              1.8235   2.623609e-02         0.2188
              2              1.8235   6.877222e-03         0.2621
              3              1.8235   2.056194e-03         0.2990
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0688
         Final Residual: 		   2.056194e-03
         Total Reduction in Residual: 	   2.236156e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.030543
    setup: 0.0247796 s
    solve: 0.00576342 s
    solve(per iteration): 0.00144086 s
resid in solve_pyamgx: 2.06e-03
time solve_pyamgx: 3.49e-02
time eps: 4.19e-02

--time step:  30, iter:1, max residual:3.97e-08, u:8.49e-10, v:5.84e-10, w:1.75e-09, p:3.97e-08, k:2.87e-11, eps:9.80e-13, om:0.00e+00


monitor time step:  30, iter:1, u: 1.44e+01, v: 2.40e-01, w: 1.48e+00, p:-3.92e+00, k: 1.26e+00, eps: 1.79e+02, om: 1.00e+00


-- cfl_max_x: 3.98e-01, cfl_max_y: 5.90e-01, at i=  0, j=  1


No of points cfl_x > 1:  0, No of points cfl_y > 1:  0


--time step:  1.17e-03, iter:  1, umax: 3.18e+01, vismax: 6.71e+02, kmin: 1.10e-01, epsmin: 4.26e-01, ommin: 1.00e+00, fkmax: 5.17e+00

time one iteration: 2.00e-01
vismean_mean 5.1612903225806446e-18
modify_u, ustar[-2,-2],[2,2] 0.621939717654041 0.6313756700358721
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05         0.0239
           1(D)        16360            171148  0.000639        0.00444
           2(D)          651              3021   0.00713       8.69e-05
         --------------------------------------------------------------
         Grid Complexity: 1.07191
         Operator Complexity: 1.10589
         Total Memory Usage: 0.0284439 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.417379e+00
              0             1.82349   5.910330e-02         0.0244
              1              1.8235   7.033503e-03         0.1190
              2              1.8235   1.379749e-03         0.1962
              3              1.8235   3.471031e-04         0.2516
              4              1.8235   8.988397e-05         0.2590
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1300
         Final Residual: 		   8.988397e-05
         Total Reduction in Residual: 	   3.718241e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0214426
    setup: 0.0155177 s
    solve: 0.00592486 s
    solve(per iteration): 0.00118497 s
resid in solve_pyamgx: 8.99e-05
time solve_pyamgx: 2.58e-02
time u: 3.18e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   1.958276e+00
              0             1.82349   5.080292e-02         0.0259
              1              1.8235   2.211944e-03         0.0435
              2              1.8235   3.776148e-04         0.1707
              3              1.8235   8.148149e-05         0.2158
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0803
         Final Residual: 		   8.148149e-05
         Total Reduction in Residual: 	   4.160878e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0202404
    setup: 0.0155177 s
    solve: 0.00472269 s
    solve(per iteration): 0.00118067 s
resid in solve_pyamgx: 8.15e-05
time solve_pyamgx: 5.13e-03
time v: 7.35e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.244132e+00
              0             1.82349   5.951608e-02         0.0265
              1              1.8235   4.584343e-03         0.0770
              2              1.8235   8.926673e-04         0.1947
              3              1.8235   2.247111e-04         0.2517
              4              1.8235   5.639210e-05         0.2510
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1202
         Final Residual: 		   5.639210e-05
         Total Reduction in Residual: 	   2.512869e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0214366
    setup: 0.0155177 s
    solve: 0.00591891 s
    solve(per iteration): 0.00118378 s
resid in solve_pyamgx: 5.64e-05
time solve_pyamgx: 6.40e-03
time w: 8.08e-03
area_out 3.2
flow_in 86.76586881112287 flow_out 86.76455800764725 area_out 3.2 flow_out_new 86.76586881112286 uinc: 0.00040962608613082097
xp.sum(su3d) 1.0453415910660624e-11
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.242605e+00
              0             1.82349   1.404275e+00         0.6262
              1              1.8235   7.224530e-01         0.5145
              2              1.8235   3.764235e-01         0.5210
              3              1.8235   1.991787e-01         0.5291
              4              1.8235   1.061233e-01         0.5328
              5              1.8235   5.514279e-02         0.5196
              6              1.8235   2.997673e-02         0.5436
              7              1.8235   1.696114e-02         0.5658
              8              1.8235   9.629089e-03         0.5677
              9              1.8235   5.396756e-03         0.5605
             10              1.8235   3.782046e-03         0.7008
             11              1.8235   2.327403e-03         0.6154
             12              1.8235   1.306437e-03         0.5613
             13              1.8235   7.133821e-04         0.5461
             14              1.8235   3.828925e-04         0.5367
             15              1.8235   1.982615e-04         0.5178
             16              1.8235   1.038389e-04         0.5237
         --------------------------------------------------------------
         Total Iterations: 17
         Avg Convergence Rate: 		         0.5559
         Final Residual: 		   1.038389e-04
         Total Reduction in Residual: 	   4.630281e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.18284
    setup: 0.138297 s
    solve: 0.0445433 s
    solve(per iteration): 0.00262019 s
resid in solve_px: 1.04e-04
time p: 5.22e-02
time Smag or Wale: 2.38e-07

comm_min_pans:  -1.17e+03, pk_max: 1.24e+03, u2prim_max: 4.29e+00, v2prim_max: 1.62e+00, w2prim_max: 3.86e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5155528139835106 0.8717409553502765 0.6251912847964495
yplus, min,max,mean 26.79931810978248 45.31458763893966 32.49851356889217
uplus, min,max,mean 21.12808905992024 31.213384878146943 24.122828061572225
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0244
           1(D)        70377            707235  0.000143         0.0185
           2(D)         5348             90436   0.00316        0.00222
           3(D)           65               205    0.0485       6.53e-06
         --------------------------------------------------------------
         Grid Complexity: 1.32041
         Operator Complexity: 1.4943
         Total Memory Usage: 0.0451129 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.611073e+00
              0             1.82349   4.179034e-02         0.0116
              1              1.8235   6.460367e-03         0.1546
              2              1.8235   1.539517e-03         0.2383
              3              1.8235   4.258121e-04         0.2766
              4              1.8235   1.233469e-04         0.2897
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1278
         Final Residual: 		   1.233469e-04
         Total Reduction in Residual: 	   3.415795e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0322495
    setup: 0.0250248 s
    solve: 0.00722467 s
    solve(per iteration): 0.00144493 s
resid in solve_pyamgx: 1.23e-04
time solve_pyamgx: 3.66e-02
time k: 4.95e-02
modify_eps, ustar[-2,-2],[2,2] 0.6221850403605629 0.6313720923176032
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0244
           1(D)        70513            707203  0.000142         0.0185
           2(D)         5254             85714   0.00311        0.00211
           3(D)           60               166    0.0461       5.51e-06
         --------------------------------------------------------------
         Grid Complexity: 1.32056
         Operator Complexity: 1.49133
         Total Memory Usage: 0.0450077 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.490004e+02
              0             1.82349   1.324827e+00         0.0038
              1              1.8235   2.596937e-01         0.1960
              2              1.8235   6.468818e-02         0.2491
              3              1.8235   1.720573e-02         0.2660
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0838
         Final Residual: 		   1.720573e-02
         Total Reduction in Residual: 	   4.930004e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.030531
    setup: 0.0247542 s
    solve: 0.00577683 s
    solve(per iteration): 0.00144421 s
resid in solve_pyamgx: 1.72e-02
time solve_pyamgx: 3.49e-02
time eps: 4.19e-02

--time step:  31, iter:0, max residual:2.07e-07, u:7.02e-08, v:6.37e-08, w:4.41e-08, p:2.07e-07, k:7.53e-11, eps:8.20e-12, om:0.00e+00


monitor time step:  31, iter:0, u: 1.45e+01, v: 2.34e-01, w: 1.52e+00, p:-4.04e+00, k: 1.26e+00, eps: 1.79e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  0, umax: 3.18e+01, vismax: 6.75e+02, kmin: 1.06e-01, epsmin: 4.23e-01, ommin: 1.00e+00, fkmax: 4.78e+00

time one iteration: 1.99e-01
modify_u, ustar[-2,-2],[2,2] 0.6221850403605629 0.6313720923176032
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05         0.0239
           1(D)        16392            171958   0.00064        0.00446
           2(D)          635              2991   0.00742       8.58e-05
         --------------------------------------------------------------
         Grid Complexity: 1.07198
         Operator Complexity: 1.10637
         Total Memory Usage: 0.0284623 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   6.121648e-02
              0             1.82349   2.090576e-03         0.0342
              1              1.8235   2.878034e-04         0.1377
              2              1.8235   5.559466e-05         0.1932
              3              1.8235   1.505911e-05         0.2709
              4              1.8235   4.112527e-06         0.2731
              5              1.8235   1.119692e-06         0.2723
         --------------------------------------------------------------
         Total Iterations: 6
         Avg Convergence Rate: 		         0.1623
         Final Residual: 		   1.119692e-06
         Total Reduction in Residual: 	   1.829069e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0225756
    setup: 0.0154276 s
    solve: 0.00714797 s
    solve(per iteration): 0.00119133 s
resid in solve_pyamgx: 1.12e-06
time solve_pyamgx: 2.70e-02
time u: 3.15e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.273134e-02
              0             1.82349   1.686049e-03         0.0320
              1              1.8235   2.266096e-04         0.1344
              2              1.8235   3.902848e-05         0.1722
              3              1.8235   1.027819e-05         0.2634
              4              1.8235   2.951356e-06         0.2871
              5              1.8235   8.327361e-07         0.2822
         --------------------------------------------------------------
         Total Iterations: 6
         Avg Convergence Rate: 		         0.1584
         Final Residual: 		   8.327361e-07
         Total Reduction in Residual: 	   1.579205e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0225694
    setup: 0.0154276 s
    solve: 0.00714186 s
    solve(per iteration): 0.00119031 s
resid in solve_pyamgx: 8.33e-07
time solve_pyamgx: 7.61e-03
time v: 9.91e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   6.540596e-02
              0             1.82349   1.728205e-03         0.0264
              1              1.8235   2.042064e-04         0.1182
              2              1.8235   3.551274e-05         0.1739
              3              1.8235   8.734624e-06         0.2460
              4              1.8235   2.137601e-06         0.2447
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1267
         Final Residual: 		   2.137601e-06
         Total Reduction in Residual: 	   3.268205e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0213275
    setup: 0.0154276 s
    solve: 0.00589994 s
    solve(per iteration): 0.00117999 s
resid in solve_pyamgx: 2.14e-06
time solve_pyamgx: 6.39e-03
time w: 8.08e-03
area_out 3.2
flow_in 86.76586881112287 flow_out 86.76455679804192 area_out 3.2 flow_out_new 86.76586881112289 uinc: 0.0004100040877963451
xp.sum(su3d) 1.6297629912287448e-11
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.745225e-01
              0             1.82349   3.672604e-01         0.6392
              1              1.8235   1.793530e-01         0.4884
              2              1.8235   8.909406e-02         0.4968
              3              1.8235   4.517707e-02         0.5071
              4              1.8235   2.310706e-02         0.5115
              5              1.8235   1.173996e-02         0.5081
              6              1.8235   6.088086e-03         0.5186
              7              1.8235   3.203336e-03         0.5262
              8              1.8235   1.707275e-03         0.5330
              9              1.8235   9.082821e-04         0.5320
             10              1.8235   6.137044e-04         0.6757
             11              1.8235   3.611620e-04         0.5885
             12              1.8235   1.979236e-04         0.5480
             13              1.8235   1.055366e-04         0.5332
             14              1.8235   5.711498e-05         0.5412
             15              1.8235   3.018139e-05         0.5284
             16              1.8235   1.652186e-05         0.5474
         --------------------------------------------------------------
         Total Iterations: 17
         Avg Convergence Rate: 		         0.5406
         Final Residual: 		   1.652186e-05
         Total Reduction in Residual: 	   2.875755e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.182675
    setup: 0.138297 s
    solve: 0.0443781 s
    solve(per iteration): 0.00261048 s
resid in solve_px: 1.65e-05
time p: 5.22e-02
time Smag or Wale: 7.15e-07

comm_min_pans:  -1.10e+03, pk_max: 1.25e+03, u2prim_max: 4.29e+00, v2prim_max: 1.62e+00, w2prim_max: 3.86e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5225836145789465 0.8706153356540274 0.6255648000653901
yplus, min,max,mean 27.164791164361837 45.256075999603745 32.51792953218381
uplus, min,max,mean 21.12648517996129 30.764016438297265 24.108504532049718
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0244
           1(D)        70432            707980  0.000143         0.0185
           2(D)         5341             92521   0.00324        0.00227
           3(D)           73               235    0.0441       7.44e-06
         --------------------------------------------------------------
         Grid Complexity: 1.32064
         Operator Complexity: 1.49607
         Total Memory Usage: 0.0451797 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.467995e+00
              0             1.82349   2.430127e-02         0.0070
              1              1.8235   1.812211e-03         0.0746
              2              1.8235   1.987710e-04         0.1097
              3              1.8235   5.126007e-05         0.2579
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0620
         Final Residual: 		   5.126007e-05
         Total Reduction in Residual: 	   1.478090e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.030684
    setup: 0.0248766 s
    solve: 0.00580736 s
    solve(per iteration): 0.00145184 s
resid in solve_pyamgx: 5.13e-05
time solve_pyamgx: 3.51e-02
time k: 4.78e-02
modify_eps, ustar[-2,-2],[2,2] 0.6222745628523288 0.6313720080274265
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0244
           1(D)        70488            708764  0.000143         0.0185
           2(D)         5202             85574   0.00316        0.00211
           3(D)           53               139    0.0495        4.7e-06
         --------------------------------------------------------------
         Grid Complexity: 1.32021
         Operator Complexity: 1.4922
         Total Memory Usage: 0.0450346 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   8.585769e+01
              0             1.82349   1.216755e-01         0.0014
              1              1.8235   2.940923e-02         0.2417
              2              1.8235   7.665665e-03         0.2607
              3              1.8235   2.184513e-03         0.2850
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0710
         Final Residual: 		   2.184513e-03
         Total Reduction in Residual: 	   2.544341e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0306688
    setup: 0.0248402 s
    solve: 0.00582861 s
    solve(per iteration): 0.00145715 s
resid in solve_pyamgx: 2.18e-03
time solve_pyamgx: 3.52e-02
time eps: 4.21e-02

--time step:  31, iter:1, max residual:3.83e-08, u:8.75e-10, v:6.51e-10, w:1.67e-09, p:3.83e-08, k:3.13e-11, eps:1.04e-12, om:0.00e+00


monitor time step:  31, iter:1, u: 1.45e+01, v: 2.33e-01, w: 1.52e+00, p:-4.18e+00, k: 1.26e+00, eps: 1.80e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  1, umax: 3.19e+01, vismax: 6.65e+02, kmin: 1.06e-01, epsmin: 4.23e-01, ommin: 1.00e+00, fkmax: 5.20e+00

time one iteration: 2.00e-01
vismean_mean 4.9999999999999996e-18
modify_u, ustar[-2,-2],[2,2] 0.6222745628523288 0.6313720080274265
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05         0.0239
           1(D)        16411            171857  0.000638        0.00446
           2(D)          722              3262   0.00626       9.44e-05
         --------------------------------------------------------------
         Grid Complexity: 1.07243
         Operator Complexity: 1.10647
         Total Memory Usage: 0.028471 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.447008e+00
              0             1.82349   5.983544e-02         0.0245
              1              1.8235   7.113810e-03         0.1189
              2              1.8235   1.371260e-03         0.1928
              3              1.8235   3.447264e-04         0.2514
              4              1.8235   9.049116e-05         0.2625
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1299
         Final Residual: 		   9.049116e-05
         Total Reduction in Residual: 	   3.698033e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0214226
    setup: 0.0154701 s
    solve: 0.00595251 s
    solve(per iteration): 0.0011905 s
resid in solve_pyamgx: 9.05e-05
time solve_pyamgx: 2.58e-02
time u: 3.19e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   1.972538e+00
              0             1.82349   5.109791e-02         0.0259
              1              1.8235   2.215315e-03         0.0434
              2              1.8235   3.736294e-04         0.1687
              3              1.8235   8.019584e-05         0.2146
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0799
         Final Residual: 		   8.019584e-05
         Total Reduction in Residual: 	   4.065618e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0202426
    setup: 0.0154701 s
    solve: 0.00477248 s
    solve(per iteration): 0.00119312 s
resid in solve_pyamgx: 8.02e-05
time solve_pyamgx: 5.25e-03
time v: 7.45e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.273639e+00
              0             1.82349   6.025664e-02         0.0265
              1              1.8235   4.658841e-03         0.0773
              2              1.8235   8.994366e-04         0.1931
              3              1.8235   2.297850e-04         0.2555
              4              1.8235   5.946965e-05         0.2588
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1212
         Final Residual: 		   5.946965e-05
         Total Reduction in Residual: 	   2.615616e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.02138
    setup: 0.0154701 s
    solve: 0.00590989 s
    solve(per iteration): 0.00118198 s
resid in solve_pyamgx: 5.95e-05
time solve_pyamgx: 6.34e-03
time w: 8.02e-03
area_out 3.2
flow_in 86.76586881112287 flow_out 86.7645574457775 area_out 3.2 flow_out_new 86.76586881112289 uinc: 0.00040980167042903304
xp.sum(su3d) 4.2514880504995745e-12
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.270235e+00
              0             1.82349   1.412535e+00         0.6222
              1              1.8235   7.237135e-01         0.5124
              2              1.8235   3.754554e-01         0.5188
              3              1.8235   1.983323e-01         0.5282
              4              1.8235   1.055280e-01         0.5321
              5              1.8235   5.464688e-02         0.5178
              6              1.8235   2.971578e-02         0.5438
              7              1.8235   1.677815e-02         0.5646
              8              1.8235   9.499442e-03         0.5662
              9              1.8235   5.338714e-03         0.5620
             10              1.8235   3.745165e-03         0.7015
             11              1.8235   2.302284e-03         0.6147
             12              1.8235   1.293491e-03         0.5618
             13              1.8235   7.060430e-04         0.5458
             14              1.8235   3.781557e-04         0.5356
             15              1.8235   1.957552e-04         0.5177
             16              1.8235   1.020054e-04         0.5211
         --------------------------------------------------------------
         Total Iterations: 17
         Avg Convergence Rate: 		         0.5550
         Final Residual: 		   1.020054e-04
         Total Reduction in Residual: 	   4.493165e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.182739
    setup: 0.138297 s
    solve: 0.0444416 s
    solve(per iteration): 0.00261421 s
resid in solve_px: 1.02e-04
time p: 5.20e-02
time Smag or Wale: 7.15e-07

comm_min_pans:  -1.18e+03, pk_max: 1.26e+03, u2prim_max: 4.27e+00, v2prim_max: 1.61e+00, w2prim_max: 3.82e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5225800970755504 0.8705114724856687 0.6256836078892304
yplus, min,max,mean 27.16460831851189 45.25067701425591 32.524105366314984
uplus, min,max,mean 21.170686205904108 31.006055553159516 24.151006001620257
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0244
           1(D)        70331            707645  0.000143         0.0185
           2(D)         5381             94773   0.00327        0.00232
           3(D)           61               157    0.0422       5.34e-06
         --------------------------------------------------------------
         Grid Complexity: 1.32033
         Operator Complexity: 1.49721
         Total Memory Usage: 0.0452171 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   4.500854e+00
              0             1.82349   4.171900e-02         0.0093
              1              1.8235   6.368506e-03         0.1527
              2              1.8235   1.509823e-03         0.2371
              3              1.8235   4.081710e-04         0.2703
              4              1.8235   1.157647e-04         0.2836
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1208
         Final Residual: 		   1.157647e-04
         Total Reduction in Residual: 	   2.572060e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0320459
    setup: 0.0248238 s
    solve: 0.00722211 s
    solve(per iteration): 0.00144442 s
resid in solve_pyamgx: 1.16e-04
time solve_pyamgx: 3.64e-02
time k: 4.89e-02
modify_eps, ustar[-2,-2],[2,2] 0.6225142637460911 0.6313675674964997
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0244
           1(D)        70397            707503  0.000143         0.0185
           2(D)         5257             87729   0.00317        0.00216
           3(D)           41                99    0.0589       3.45e-06
         --------------------------------------------------------------
         Grid Complexity: 1.32
         Operator Complexity: 1.49273
         Total Memory Usage: 0.0450512 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   4.402486e+02
              0             1.82349   1.305756e+00         0.0030
              1              1.8235   2.538203e-01         0.1944
              2              1.8235   6.104366e-02         0.2405
              3              1.8235   1.584899e-02         0.2596
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0775
         Final Residual: 		   1.584899e-02
         Total Reduction in Residual: 	   3.600010e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0307632
    setup: 0.0249985 s
    solve: 0.00576474 s
    solve(per iteration): 0.00144118 s
resid in solve_pyamgx: 1.58e-02
time solve_pyamgx: 3.52e-02
time eps: 4.21e-02

--time step:  32, iter:0, max residual:2.06e-07, u:7.07e-08, v:6.27e-08, w:4.65e-08, p:2.06e-07, k:7.07e-11, eps:7.56e-12, om:0.00e+00


monitor time step:  32, iter:0, u: 1.46e+01, v: 2.24e-01, w: 1.56e+00, p:-4.23e+00, k: 1.27e+00, eps: 1.81e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  0, umax: 3.19e+01, vismax: 6.68e+02, kmin: 1.02e-01, epsmin: 4.20e-01, ommin: 1.00e+00, fkmax: 4.83e+00

time one iteration: 1.99e-01
modify_u, ustar[-2,-2],[2,2] 0.6225142637460911 0.6313675674964997
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05         0.0239
           1(D)        16450            172148  0.000636        0.00447
           2(D)          738              3372   0.00619       9.74e-05
         --------------------------------------------------------------
         Grid Complexity: 1.07266
         Operator Complexity: 1.10672
         Total Memory Usage: 0.0284827 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   6.218239e-02
              0             1.82349   2.117734e-03         0.0341
              1              1.8235   2.907447e-04         0.1373
              2              1.8235   5.481064e-05         0.1885
              3              1.8235   1.484272e-05         0.2708
              4              1.8235   4.067554e-06         0.2740
              5              1.8235   1.135201e-06         0.2791
         --------------------------------------------------------------
         Total Iterations: 6
         Avg Convergence Rate: 		         0.1623
         Final Residual: 		   1.135201e-06
         Total Reduction in Residual: 	   1.825599e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0226914
    setup: 0.0155295 s
    solve: 0.00716186 s
    solve(per iteration): 0.00119364 s
resid in solve_pyamgx: 1.14e-06
time solve_pyamgx: 2.71e-02
time u: 3.15e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.272351e-02
              0             1.82349   1.672159e-03         0.0317
              1              1.8235   2.237415e-04         0.1338
              2              1.8235   3.928866e-05         0.1756
              3              1.8235   1.061221e-05         0.2701
              4              1.8235   3.067425e-06         0.2890
              5              1.8235   8.881534e-07         0.2895
         --------------------------------------------------------------
         Total Iterations: 6
         Avg Convergence Rate: 		         0.1601
         Final Residual: 		   8.881534e-07
         Total Reduction in Residual: 	   1.684549e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0227094
    setup: 0.0155295 s
    solve: 0.0071799 s
    solve(per iteration): 0.00119665 s
resid in solve_pyamgx: 8.88e-07
time solve_pyamgx: 7.61e-03
time v: 1.00e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   6.596384e-02
              0             1.82349   1.738283e-03         0.0264
              1              1.8235   2.025716e-04         0.1165
              2              1.8235   3.547280e-05         0.1751
              3              1.8235   8.801669e-06         0.2481
              4              1.8235   2.164041e-06         0.2459
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1268
         Final Residual: 		   2.164041e-06
         Total Reduction in Residual: 	   3.280648e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0214612
    setup: 0.0155295 s
    solve: 0.00593171 s
    solve(per iteration): 0.00118634 s
resid in solve_pyamgx: 2.16e-06
time solve_pyamgx: 6.51e-03
time w: 8.23e-03
area_out 3.2
flow_in 86.76586881112287 flow_out 86.76455625270009 area_out 3.2 flow_out_new 86.76586881112287 uinc: 0.0004101745071194429
xp.sum(su3d) 1.7361001525273423e-11
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.819558e-01
              0             1.82349   3.706755e-01         0.6369
              1              1.8235   1.812150e-01         0.4889
              2              1.8235   9.002306e-02         0.4968
              3              1.8235   4.543626e-02         0.5047
              4              1.8235   2.319003e-02         0.5104
              5              1.8235   1.175045e-02         0.5067
              6              1.8235   6.017296e-03         0.5121
              7              1.8235   3.147404e-03         0.5231
              8              1.8235   1.657790e-03         0.5267
              9              1.8235   8.700929e-04         0.5249
             10              1.8235   5.826431e-04         0.6696
             11              1.8235   3.384009e-04         0.5808
             12              1.8235   1.840745e-04         0.5440
             13              1.8235   9.868665e-05         0.5361
             14              1.8235   5.371137e-05         0.5443
             15              1.8235   2.844088e-05         0.5295
         --------------------------------------------------------------
         Total Iterations: 16
         Avg Convergence Rate: 		         0.5377
         Final Residual: 		   2.844088e-05
         Total Reduction in Residual: 	   4.887120e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.180141
    setup: 0.138297 s
    solve: 0.0418436 s
    solve(per iteration): 0.00261522 s
resid in solve_px: 2.84e-05
time p: 4.98e-02
time Smag or Wale: 4.77e-07

comm_min_pans:  -1.14e+03, pk_max: 1.27e+03, u2prim_max: 4.27e+00, v2prim_max: 1.61e+00, w2prim_max: 3.82e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5240592904751935 0.8688906610656093 0.6261114348664546
yplus, min,max,mean 27.241499324414136 45.166424461144004 32.54634454520723
uplus, min,max,mean 21.15862062078184 31.031017237806033 24.1345127590463
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0244
           1(D)        69572            703962  0.000145         0.0184
           2(D)         5348             94152   0.00329         0.0023
           3(D)           80               288     0.045       8.84e-06
         --------------------------------------------------------------
         Grid Complexity: 1.31707
         Operator Complexity: 1.49463
         Total Memory Usage: 0.0450833 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.503586e+00
              0             1.82349   2.134645e-02         0.0061
              1              1.8235   1.617268e-03         0.0758
              2              1.8235   1.816715e-04         0.1123
              3              1.8235   4.610910e-05         0.2538
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0602
         Final Residual: 		   4.610910e-05
         Total Reduction in Residual: 	   1.316054e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0307584
    setup: 0.0249263 s
    solve: 0.00583213 s
    solve(per iteration): 0.00145803 s
resid in solve_pyamgx: 4.61e-05
time solve_pyamgx: 3.51e-02
time k: 4.78e-02
modify_eps, ustar[-2,-2],[2,2] 0.6226028351721583 0.631367664587686
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0244
           1(D)        69786            706586  0.000145         0.0185
           2(D)         5165             86345   0.00324        0.00212
           3(D)           56               176    0.0561       5.62e-06
         --------------------------------------------------------------
         Grid Complexity: 1.3171
         Operator Complexity: 1.49135
         Total Memory Usage: 0.0449655 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   1.019514e+02
              0             1.82349   1.198363e-01         0.0012
              1              1.8235   2.744672e-02         0.2290
              2              1.8235   6.827173e-03         0.2487
              3              1.8235   1.804044e-03         0.2642
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0649
         Final Residual: 		   1.804044e-03
         Total Reduction in Residual: 	   1.769514e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0305446
    setup: 0.0247603 s
    solve: 0.00578426 s
    solve(per iteration): 0.00144606 s
resid in solve_pyamgx: 1.80e-03
time solve_pyamgx: 3.49e-02
time eps: 4.20e-02

--time step:  32, iter:1, max residual:6.80e-08, u:8.87e-10, v:6.94e-10, w:1.69e-09, p:6.80e-08, k:2.81e-11, eps:8.60e-13, om:0.00e+00


monitor time step:  32, iter:1, u: 1.46e+01, v: 2.24e-01, w: 1.56e+00, p:-4.36e+00, k: 1.27e+00, eps: 1.81e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  1, umax: 3.19e+01, vismax: 6.52e+02, kmin: 1.02e-01, epsmin: 4.20e-01, ommin: 1.00e+00, fkmax: 5.12e+00

time one iteration: 1.97e-01
vismean_mean 4.8484848484848484e-18
modify_u, ustar[-2,-2],[2,2] 0.6226028351721583 0.631367664587686
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05         0.0239
           1(D)        16448            172522  0.000638        0.00448
           2(D)          834              3736   0.00537       0.000108
         --------------------------------------------------------------
         Grid Complexity: 1.07306
         Operator Complexity: 1.10716
         Total Memory Usage: 0.0285034 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.477432e+00
              0             1.82349   6.064636e-02         0.0245
              1              1.8235   7.273952e-03         0.1199
              2              1.8235   1.456512e-03         0.2002
              3              1.8235   3.626577e-04         0.2490
              4              1.8235   9.051895e-05         0.2496
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1296
         Final Residual: 		   9.051895e-05
         Total Reduction in Residual: 	   3.653741e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0215115
    setup: 0.0155774 s
    solve: 0.00593408 s
    solve(per iteration): 0.00118682 s
resid in solve_pyamgx: 9.05e-05
time solve_pyamgx: 2.59e-02
time u: 3.20e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   1.986323e+00
              0             1.82349   5.133158e-02         0.0258
              1              1.8235   2.223589e-03         0.0433
              2              1.8235   3.716792e-04         0.1672
              3              1.8235   8.015716e-05         0.2157
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0797
         Final Residual: 		   8.015716e-05
         Total Reduction in Residual: 	   4.035454e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0203476
    setup: 0.0155774 s
    solve: 0.00477018 s
    solve(per iteration): 0.00119254 s
resid in solve_pyamgx: 8.02e-05
time solve_pyamgx: 5.25e-03
time v: 7.50e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.305120e+00
              0             1.82349   6.096373e-02         0.0264
              1              1.8235   4.711455e-03         0.0773
              2              1.8235   9.243248e-04         0.1962
              3              1.8235   2.364004e-04         0.2558
              4              1.8235   6.129987e-05         0.2593
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1216
         Final Residual: 		   6.129987e-05
         Total Reduction in Residual: 	   2.659292e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0215188
    setup: 0.0155774 s
    solve: 0.00594141 s
    solve(per iteration): 0.00118828 s
resid in solve_pyamgx: 6.13e-05
time solve_pyamgx: 6.40e-03
time w: 8.12e-03
area_out 3.2
flow_in 86.76586881112287 flow_out 86.76455680230806 area_out 3.2 flow_out_new 86.76586881112289 uinc: 0.00041000275462721447
xp.sum(su3d) 1.8072210394848298e-12
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.301152e+00
              0             1.82349   1.418733e+00         0.6165
              1              1.8235   7.260763e-01         0.5118
              2              1.8235   3.752454e-01         0.5168
              3              1.8235   1.980194e-01         0.5277
              4              1.8235   1.050655e-01         0.5306
              5              1.8235   5.429466e-02         0.5168
              6              1.8235   2.944012e-02         0.5422
              7              1.8235   1.661506e-02         0.5644
              8              1.8235   9.382618e-03         0.5647
              9              1.8235   5.284153e-03         0.5632
             10              1.8235   3.710651e-03         0.7022
             11              1.8235   2.279302e-03         0.6143
             12              1.8235   1.282533e-03         0.5627
             13              1.8235   6.997027e-04         0.5456
             14              1.8235   3.745973e-04         0.5354
             15              1.8235   1.931237e-04         0.5156
             16              1.8235   1.003178e-04         0.5194
         --------------------------------------------------------------
         Total Iterations: 17
         Avg Convergence Rate: 		         0.5540
         Final Residual: 		   1.003178e-04
         Total Reduction in Residual: 	   4.359459e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.182739
    setup: 0.138297 s
    solve: 0.0444416 s
    solve(per iteration): 0.00261421 s
resid in solve_px: 1.00e-04
time p: 5.22e-02
time Smag or Wale: 9.54e-07

comm_min_pans:  -1.14e+03, pk_max: 1.28e+03, u2prim_max: 4.24e+00, v2prim_max: 1.61e+00, w2prim_max: 3.77e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5240187681116473 0.8678642794257485 0.6262502075968738
yplus, min,max,mean 27.239392902566014 45.11307138591561 32.553558189370534
uplus, min,max,mean 21.183931423712483 31.393506926538247 24.175919345020542
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0244
           1(D)        69738            705286  0.000145         0.0184
           2(D)         5368             94340   0.00327        0.00231
           3(D)           70               208    0.0424       6.75e-06
         --------------------------------------------------------------
         Grid Complexity: 1.31781
         Operator Complexity: 1.49552
         Total Memory Usage: 0.0451246 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.441459e+00
              0             1.82349   4.204767e-02         0.0122
              1              1.8235   6.338442e-03         0.1507
              2              1.8235   1.517043e-03         0.2393
              3              1.8235   4.208420e-04         0.2774
              4              1.8235   1.228605e-04         0.2919
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1290
         Final Residual: 		   1.228605e-04
         Total Reduction in Residual: 	   3.570011e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0321111
    setup: 0.0248771 s
    solve: 0.00723408 s
    solve(per iteration): 0.00144682 s
resid in solve_pyamgx: 1.23e-04
time solve_pyamgx: 3.65e-02
time k: 4.91e-02
modify_eps, ustar[-2,-2],[2,2] 0.6228364347261818 0.6313667008828607
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0244
           1(D)        69725            705961  0.000145         0.0185
           2(D)         5168             86930   0.00325        0.00214
           3(D)           62               144    0.0375       5.08e-06
         --------------------------------------------------------------
         Grid Complexity: 1.31688
         Operator Complexity: 1.4913
         Total Memory Usage: 0.0449612 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.388303e+02
              0             1.82349   1.259391e+00         0.0037
              1              1.8235   2.408246e-01         0.1912
              2              1.8235   5.885568e-02         0.2444
              3              1.8235   1.603726e-02         0.2725
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0829
         Final Residual: 		   1.603726e-02
         Total Reduction in Residual: 	   4.733123e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0305957
    setup: 0.024853 s
    solve: 0.00574272 s
    solve(per iteration): 0.00143568 s
resid in solve_pyamgx: 1.60e-02
time solve_pyamgx: 3.49e-02
time eps: 4.19e-02

--time step:  33, iter:0, max residual:2.05e-07, u:7.07e-08, v:6.26e-08, w:4.79e-08, p:2.05e-07, k:7.50e-11, eps:7.65e-12, om:0.00e+00


monitor time step:  33, iter:0, u: 1.47e+01, v: 2.11e-01, w: 1.61e+00, p:-4.36e+00, k: 1.28e+00, eps: 1.82e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  0, umax: 3.20e+01, vismax: 6.61e+02, kmin: 9.88e-02, epsmin: 4.18e-01, ommin: 1.00e+00, fkmax: 4.83e+00

time one iteration: 1.99e-01
modify_u, ustar[-2,-2],[2,2] 0.6228364347261818 0.6313667008828607
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05         0.0239
           1(D)        16496            173286  0.000637         0.0045
           2(D)          815              3597   0.00542       0.000105
         --------------------------------------------------------------
         Grid Complexity: 1.07318
         Operator Complexity: 1.10754
         Total Memory Usage: 0.028519 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   6.303672e-02
              0             1.82349   2.156143e-03         0.0342
              1              1.8235   2.995228e-04         0.1389
              2              1.8235   5.642338e-05         0.1884
              3              1.8235   1.510202e-05         0.2677
              4              1.8235   4.225048e-06         0.2798
              5              1.8235   1.194179e-06         0.2826
         --------------------------------------------------------------
         Total Iterations: 6
         Avg Convergence Rate: 		         0.1633
         Final Residual: 		   1.194179e-06
         Total Reduction in Residual: 	   1.894419e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0226676
    setup: 0.0154849 s
    solve: 0.00718262 s
    solve(per iteration): 0.0011971 s
resid in solve_pyamgx: 1.19e-06
time solve_pyamgx: 2.70e-02
time u: 3.16e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.309944e-02
              0             1.82349   1.666437e-03         0.0314
              1              1.8235   2.187100e-04         0.1312
              2              1.8235   3.678805e-05         0.1682
              3              1.8235   1.030060e-05         0.2800
              4              1.8235   3.091843e-06         0.3002
              5              1.8235   8.837052e-07         0.2858
         --------------------------------------------------------------
         Total Iterations: 6
         Avg Convergence Rate: 		         0.1598
         Final Residual: 		   8.837052e-07
         Total Reduction in Residual: 	   1.664246e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0226355
    setup: 0.0154849 s
    solve: 0.00715053 s
    solve(per iteration): 0.00119175 s
resid in solve_pyamgx: 8.84e-07
time solve_pyamgx: 7.65e-03
time v: 1.00e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   6.777682e-02
              0             1.82349   1.766674e-03         0.0261
              1              1.8235   2.008760e-04         0.1137
              2              1.8235   3.588947e-05         0.1787
              3              1.8235   9.077723e-06         0.2529
              4              1.8235   2.194917e-06         0.2418
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1265
         Final Residual: 		   2.194917e-06
         Total Reduction in Residual: 	   3.238448e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0214379
    setup: 0.0154849 s
    solve: 0.00595296 s
    solve(per iteration): 0.00119059 s
resid in solve_pyamgx: 2.19e-06
time solve_pyamgx: 6.47e-03
time w: 8.09e-03
area_out 3.2
flow_in 86.76586881112287 flow_out 86.76455563775123 area_out 3.2 flow_out_new 86.76586881112289 uinc: 0.000410366678638141
xp.sum(su3d) 5.1447734961129754e-12
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.776647e-01
              0             1.82349   3.729490e-01         0.6456
              1              1.8235   1.817474e-01         0.4873
              2              1.8235   8.974086e-02         0.4938
              3              1.8235   4.518871e-02         0.5035
              4              1.8235   2.302772e-02         0.5096
              5              1.8235   1.162984e-02         0.5050
              6              1.8235   5.936728e-03         0.5105
              7              1.8235   3.084653e-03         0.5196
              8              1.8235   1.604511e-03         0.5202
              9              1.8235   8.289794e-04         0.5167
             10              1.8235   5.480087e-04         0.6611
             11              1.8235   3.111729e-04         0.5678
             12              1.8235   1.672215e-04         0.5374
             13              1.8235   8.884699e-05         0.5313
             14              1.8235   4.803653e-05         0.5407
             15              1.8235   2.520898e-05         0.5248
         --------------------------------------------------------------
         Total Iterations: 16
         Avg Convergence Rate: 		         0.5339
         Final Residual: 		   2.520898e-05
         Total Reduction in Residual: 	   4.363947e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.18017
    setup: 0.138297 s
    solve: 0.0418734 s
    solve(per iteration): 0.00261709 s
resid in solve_px: 2.52e-05
time p: 4.97e-02
time Smag or Wale: 4.77e-07

comm_min_pans:  -1.12e+03, pk_max: 1.29e+03, u2prim_max: 4.24e+00, v2prim_max: 1.61e+00, w2prim_max: 3.77e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5256897122270717 0.8659569524150671 0.6266158415879494
yplus, min,max,mean 27.326251439030838 45.01392526177038 32.57256447034275
uplus, min,max,mean 21.2106232904994 31.416461114651277 24.161706958835808
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0244
           1(D)        70094            704488  0.000143         0.0184
           2(D)         5343             90719   0.00318        0.00223
           3(D)           96               224    0.0243       7.88e-06
         --------------------------------------------------------------
         Grid Complexity: 1.31932
         Operator Complexity: 1.49279
         Total Memory Usage: 0.0450446 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.539990e+00
              0             1.82349   2.067143e-02         0.0058
              1              1.8235   1.508343e-03         0.0730
              2              1.8235   1.794502e-04         0.1190
              3              1.8235   4.649300e-05         0.2591
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0602
         Final Residual: 		   4.649300e-05
         Total Reduction in Residual: 	   1.313365e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0308521
    setup: 0.0250212 s
    solve: 0.00583085 s
    solve(per iteration): 0.00145771 s
resid in solve_pyamgx: 4.65e-05
time solve_pyamgx: 3.53e-02
time k: 4.81e-02
modify_eps, ustar[-2,-2],[2,2] 0.6229237962784214 0.6313678873838701
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0244
           1(D)        70204            705134  0.000143         0.0185
           2(D)         5181             84109   0.00313        0.00207
           3(D)           83               217    0.0315       7.34e-06
         --------------------------------------------------------------
         Grid Complexity: 1.31904
         Operator Complexity: 1.48909
         Total Memory Usage: 0.0449078 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   7.445514e+01
              0             1.82349   1.072689e-01         0.0014
              1              1.8235   2.362386e-02         0.2202
              2              1.8235   6.163325e-03         0.2609
              3              1.8235   1.837937e-03         0.2982
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0705
         Final Residual: 		   1.837937e-03
         Total Reduction in Residual: 	   2.468515e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0305806
    setup: 0.0248155 s
    solve: 0.00576512 s
    solve(per iteration): 0.00144128 s
resid in solve_pyamgx: 1.84e-03
time solve_pyamgx: 3.51e-02
time eps: 4.21e-02

--time step:  33, iter:1, max residual:6.37e-08, u:9.33e-10, v:6.90e-10, w:1.71e-09, p:6.37e-08, k:2.84e-11, eps:8.76e-13, om:0.00e+00


monitor time step:  33, iter:1, u: 1.47e+01, v: 2.12e-01, w: 1.61e+00, p:-4.47e+00, k: 1.28e+00, eps: 1.82e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  1, umax: 3.20e+01, vismax: 6.43e+02, kmin: 9.89e-02, epsmin: 4.18e-01, ommin: 1.00e+00, fkmax: 5.15e+00

time one iteration: 1.98e-01
vismean_mean 4.705882352941176e-18
modify_u, ustar[-2,-2],[2,2] 0.6229237962784214 0.6313678873838701
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05         0.0239
           1(D)        17285            185977  0.000622        0.00481
           2(D)          923              3957   0.00464       0.000116
         --------------------------------------------------------------
         Grid Complexity: 1.07698
         Operator Complexity: 1.11548
         Total Memory Usage: 0.0288567 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.508142e+00
              0             1.82349   6.154474e-02         0.0245
              1              1.8235   7.465174e-03         0.1213
              2              1.8235   1.491572e-03         0.1998
              3              1.8235   3.622225e-04         0.2428
              4              1.8235   9.241722e-05         0.2551
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1298
         Final Residual: 		   9.241722e-05
         Total Reduction in Residual: 	   3.684689e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0223109
    setup: 0.0162922 s
    solve: 0.00601866 s
    solve(per iteration): 0.00120373 s
resid in solve_pyamgx: 9.24e-05
time solve_pyamgx: 2.67e-02
time u: 3.28e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   1.999967e+00
              0             1.82349   5.151307e-02         0.0258
              1              1.8235   2.257260e-03         0.0438
              2              1.8235   3.871333e-04         0.1715
              3              1.8235   7.979753e-05         0.2061
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0795
         Final Residual: 		   7.979753e-05
         Total Reduction in Residual: 	   3.989943e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0211102
    setup: 0.0162922 s
    solve: 0.00481795 s
    solve(per iteration): 0.00120449 s
resid in solve_pyamgx: 7.98e-05
time solve_pyamgx: 5.28e-03
time v: 7.55e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.338280e+00
              0             1.82349   6.172631e-02         0.0264
              1              1.8235   4.759901e-03         0.0771
              2              1.8235   9.275140e-04         0.1949
              3              1.8235   2.364882e-04         0.2550
              4              1.8235   6.103622e-05         0.2581
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1212
         Final Residual: 		   6.103622e-05
         Total Reduction in Residual: 	   2.610304e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0222896
    setup: 0.0162922 s
    solve: 0.00599738 s
    solve(per iteration): 0.00119948 s
resid in solve_pyamgx: 6.10e-05
time solve_pyamgx: 6.42e-03
time w: 8.07e-03
area_out 3.2
flow_in 86.7658688111229 flow_out 86.7645561161716 area_out 3.2 flow_out_new 86.76586881112289 uinc: 0.00041021717227973653
xp.sum(su3d) -1.006750238730092e-12
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.312361e+00
              0             1.82349   1.422957e+00         0.6154
              1              1.8235   7.241651e-01         0.5089
              2              1.8235   3.724389e-01         0.5143
              3              1.8235   1.962137e-01         0.5268
              4              1.8235   1.039977e-01         0.5300
              5              1.8235   5.352886e-02         0.5147
              6              1.8235   2.897716e-02         0.5413
              7              1.8235   1.630880e-02         0.5628
              8              1.8235   9.189580e-03         0.5635
              9              1.8235   5.178560e-03         0.5635
             10              1.8235   3.637757e-03         0.7025
             11              1.8235   2.231932e-03         0.6135
             12              1.8235   1.256322e-03         0.5629
             13              1.8235   6.855252e-04         0.5457
             14              1.8235   3.663800e-04         0.5345
             15              1.8235   1.884264e-04         0.5143
             16              1.8235   9.757484e-05         0.5178
         --------------------------------------------------------------
         Total Iterations: 17
         Avg Convergence Rate: 		         0.5529
         Final Residual: 		   9.757484e-05
         Total Reduction in Residual: 	   4.219706e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.182704
    setup: 0.138297 s
    solve: 0.0444068 s
    solve(per iteration): 0.00261216 s
resid in solve_px: 9.76e-05
time p: 5.22e-02
time Smag or Wale: 4.77e-07

comm_min_pans:  -1.14e+03, pk_max: 1.30e+03, u2prim_max: 4.22e+00, v2prim_max: 1.60e+00, w2prim_max: 3.72e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5257037249655175 0.8670625294215237 0.6267372635402317
yplus, min,max,mean 27.326979845170833 45.07139504776953 32.57887619134681
uplus, min,max,mean 21.142997789936004 31.55134440180477 24.203370482396963
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0244
           1(D)        70222            704746  0.000143         0.0184
           2(D)         5405             91065   0.00312        0.00224
           3(D)           71               165    0.0327       5.82e-06
         --------------------------------------------------------------
         Grid Complexity: 1.32002
         Operator Complexity: 1.49313
         Total Memory Usage: 0.0450656 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.799308e+00
              0             1.82349   4.145746e-02         0.0109
              1              1.8235   6.371584e-03         0.1537
              2              1.8235   1.550503e-03         0.2433
              3              1.8235   4.248818e-04         0.2740
              4              1.8235   1.280099e-04         0.3013
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1275
         Final Residual: 		   1.280099e-04
         Total Reduction in Residual: 	   3.369296e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0320499
    setup: 0.0248433 s
    solve: 0.00720662 s
    solve(per iteration): 0.00144132 s
resid in solve_pyamgx: 1.28e-04
time solve_pyamgx: 3.64e-02
time k: 4.89e-02
modify_eps, ustar[-2,-2],[2,2] 0.6231509059475538 0.6313702274399133
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0244
           1(D)        70226            705526  0.000143         0.0185
           2(D)         5250             84972   0.00308         0.0021
           3(D)           78               178    0.0293       6.32e-06
         --------------------------------------------------------------
         Grid Complexity: 1.31941
         Operator Complexity: 1.48984
         Total Memory Usage: 0.0449395 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.356018e+02
              0             1.82349   1.245995e+00         0.0037
              1              1.8235   2.479700e-01         0.1990
              2              1.8235   5.974859e-02         0.2410
              3              1.8235   1.666438e-02         0.2789
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0839
         Final Residual: 		   1.666438e-02
         Total Reduction in Residual: 	   4.965524e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0305605
    setup: 0.0247813 s
    solve: 0.00577914 s
    solve(per iteration): 0.00144478 s
resid in solve_pyamgx: 1.67e-02
time solve_pyamgx: 3.49e-02
time eps: 4.19e-02

--time step:  34, iter:0, max residual:2.02e-07, u:7.22e-08, v:6.23e-08, w:4.77e-08, p:2.02e-07, k:7.81e-11, eps:7.95e-12, om:0.00e+00


monitor time step:  34, iter:0, u: 1.48e+01, v: 1.96e-01, w: 1.65e+00, p:-4.41e+00, k: 1.28e+00, eps: 1.83e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  0, umax: 3.20e+01, vismax: 6.44e+02, kmin: 9.56e-02, epsmin: 4.15e-01, ommin: 1.00e+00, fkmax: 4.78e+00

time one iteration: 2.00e-01
modify_u, ustar[-2,-2],[2,2] 0.6231509059475538 0.6313702274399133
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05         0.0239
           1(D)        17250            185388  0.000623         0.0048
           2(D)          987              4333   0.00445       0.000126
         --------------------------------------------------------------
         Grid Complexity: 1.0771
         Operator Complexity: 1.11535
         Total Memory Usage: 0.0288529 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   6.356868e-02
              0             1.82349   2.168363e-03         0.0341
              1              1.8235   2.999357e-04         0.1383
              2              1.8235   5.680016e-05         0.1894
              3              1.8235   1.482481e-05         0.2610
              4              1.8235   4.160792e-06         0.2807
              5              1.8235   1.207817e-06         0.2903
         --------------------------------------------------------------
         Total Iterations: 6
         Avg Convergence Rate: 		         0.1634
         Final Residual: 		   1.207817e-06
         Total Reduction in Residual: 	   1.900018e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0236114
    setup: 0.0163453 s
    solve: 0.00726608 s
    solve(per iteration): 0.00121101 s
resid in solve_pyamgx: 1.21e-06
time solve_pyamgx: 2.80e-02
time u: 3.26e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.306205e-02
              0             1.82349   1.651378e-03         0.0311
              1              1.8235   2.167803e-04         0.1313
              2              1.8235   3.680917e-05         0.1698
              3              1.8235   1.041480e-05         0.2829
              4              1.8235   3.167586e-06         0.3041
              5              1.8235   9.187103e-07         0.2900
         --------------------------------------------------------------
         Total Iterations: 6
         Avg Convergence Rate: 		         0.1608
         Final Residual: 		   9.187103e-07
         Total Reduction in Residual: 	   1.731389e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0235829
    setup: 0.0163453 s
    solve: 0.00723763 s
    solve(per iteration): 0.00120627 s
resid in solve_pyamgx: 9.19e-07
time solve_pyamgx: 7.64e-03
time v: 9.89e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   6.745092e-02
              0             1.82349   1.763298e-03         0.0261
              1              1.8235   1.986912e-04         0.1127
              2              1.8235   3.521079e-05         0.1772
              3              1.8235   8.903745e-06         0.2529
              4              1.8235   2.224248e-06         0.2498
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1270
         Final Residual: 		   2.224248e-06
         Total Reduction in Residual: 	   3.297579e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0223559
    setup: 0.0163453 s
    solve: 0.00601066 s
    solve(per iteration): 0.00120213 s
resid in solve_pyamgx: 2.22e-06
time solve_pyamgx: 6.49e-03
time w: 8.20e-03
area_out 3.2
flow_in 86.7658688111229 flow_out 86.7645549749729 area_out 3.2 flow_out_new 86.76586881112291 uinc: 0.00041057379687625684
xp.sum(su3d) -2.5007551585076726e-11
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.901957e-01
              0             1.82349   3.751349e-01         0.6356
              1              1.8235   1.832129e-01         0.4884
              2              1.8235   9.020851e-02         0.4924
              3              1.8235   4.533108e-02         0.5025
              4              1.8235   2.318028e-02         0.5114
              5              1.8235   1.166566e-02         0.5033
              6              1.8235   5.929984e-03         0.5083
              7              1.8235   3.076639e-03         0.5188
              8              1.8235   1.591764e-03         0.5174
              9              1.8235   8.156212e-04         0.5124
             10              1.8235   5.350306e-04         0.6560
             11              1.8235   2.979337e-04         0.5569
             12              1.8235   1.583774e-04         0.5316
             13              1.8235   8.338079e-05         0.5265
             14              1.8235   4.446984e-05         0.5333
             15              1.8235   2.310623e-05         0.5196
         --------------------------------------------------------------
         Total Iterations: 16
         Avg Convergence Rate: 		         0.5303
         Final Residual: 		   2.310623e-05
         Total Reduction in Residual: 	   3.915012e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.180231
    setup: 0.138297 s
    solve: 0.0419342 s
    solve(per iteration): 0.00262089 s
resid in solve_px: 2.31e-05
time p: 4.97e-02
time Smag or Wale: 4.77e-07

comm_min_pans:  -1.12e+03, pk_max: 1.31e+03, u2prim_max: 4.22e+00, v2prim_max: 1.60e+00, w2prim_max: 3.72e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5275183540845304 0.8629844881296528 0.627072132089492
yplus, min,max,mean 27.421307374170134 44.85941147813049 32.59628323197035
uplus, min,max,mean 21.165661423193075 31.56927890838711 24.190554092702182
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0244
           1(D)        70196            705374  0.000143         0.0185
           2(D)         5434             92588   0.00314        0.00227
           3(D)           99               217    0.0221       7.82e-06
         --------------------------------------------------------------
         Grid Complexity: 1.32015
         Operator Complexity: 1.49449
         Total Memory Usage: 0.0451162 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.513916e+00
              0             1.82349   2.218580e-02         0.0063
              1              1.8235   1.584184e-03         0.0714
              2              1.8235   1.835219e-04         0.1158
              3              1.8235   4.536401e-05         0.2472
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0599
         Final Residual: 		   4.536401e-05
         Total Reduction in Residual: 	   1.290982e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0308619
    setup: 0.0250476 s
    solve: 0.00581437 s
    solve(per iteration): 0.00145359 s
resid in solve_pyamgx: 4.54e-05
time solve_pyamgx: 3.52e-02
time k: 4.79e-02
modify_eps, ustar[-2,-2],[2,2] 0.6232368117897997 0.6313721016117333
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0244
           1(D)        70242            706610  0.000143         0.0185
           2(D)         5303             86211   0.00307        0.00213
           3(D)           77               143    0.0241       5.51e-06
         --------------------------------------------------------------
         Grid Complexity: 1.3197
         Operator Complexity: 1.49126
         Total Memory Usage: 0.0449942 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   8.013986e+01
              0             1.82349   1.043831e-01         0.0013
              1              1.8235   2.346807e-02         0.2248
              2              1.8235   5.674054e-03         0.2418
              3              1.8235   1.499757e-03         0.2643
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0658
         Final Residual: 		   1.499757e-03
         Total Reduction in Residual: 	   1.871425e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.030686
    setup: 0.0249393 s
    solve: 0.00574669 s
    solve(per iteration): 0.00143667 s
resid in solve_pyamgx: 1.50e-03
time solve_pyamgx: 3.52e-02
time eps: 4.22e-02

--time step:  34, iter:1, max residual:6.12e-08, u:9.44e-10, v:7.18e-10, w:1.74e-09, p:6.12e-08, k:2.77e-11, eps:7.15e-13, om:0.00e+00


monitor time step:  34, iter:1, u: 1.48e+01, v: 1.99e-01, w: 1.65e+00, p:-4.51e+00, k: 1.28e+00, eps: 1.84e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  1, umax: 3.21e+01, vismax: 6.49e+02, kmin: 9.56e-02, epsmin: 4.15e-01, ommin: 1.00e+00, fkmax: 5.11e+00

time one iteration: 1.98e-01
vismean_mean 4.571428571428571e-18
modify_u, ustar[-2,-2],[2,2] 0.6232368117897997 0.6313721016117333
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05         0.0239
           1(D)        17294            185582  0.000621        0.00481
           2(D)         1053              4555   0.00411       0.000133
         --------------------------------------------------------------
         Grid Complexity: 1.07756
         Operator Complexity: 1.1156
         Total Memory Usage: 0.0288675 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.539278e+00
              0             1.82349   6.226845e-02         0.0245
              1              1.8235   7.480350e-03         0.1201
              2              1.8235   1.485262e-03         0.1986
              3              1.8235   3.665830e-04         0.2468
              4              1.8235   9.319234e-05         0.2542
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1297
         Final Residual: 		   9.319234e-05
         Total Reduction in Residual: 	   3.670033e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0250223
    setup: 0.019009 s
    solve: 0.00601334 s
    solve(per iteration): 0.00120267 s
resid in solve_pyamgx: 9.32e-05
time solve_pyamgx: 2.94e-02
time u: 3.55e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.013409e+00
              0             1.82349   5.165712e-02         0.0257
              1              1.8235   2.268698e-03         0.0439
              2              1.8235   3.941380e-04         0.1737
              3              1.8235   8.555447e-05         0.2171
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0807
         Final Residual: 		   8.555447e-05
         Total Reduction in Residual: 	   4.249235e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0238349
    setup: 0.019009 s
    solve: 0.00482595 s
    solve(per iteration): 0.00120649 s
resid in solve_pyamgx: 8.56e-05
time solve_pyamgx: 5.29e-03
time v: 7.56e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.373117e+00
              0             1.82349   6.245209e-02         0.0263
              1              1.8235   4.790846e-03         0.0767
              2              1.8235   9.343636e-04         0.1950
              3              1.8235   2.298221e-04         0.2460
              4              1.8235   5.720406e-05         0.2489
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1192
         Final Residual: 		   5.720406e-05
         Total Reduction in Residual: 	   2.410504e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.025028
    setup: 0.019009 s
    solve: 0.00601901 s
    solve(per iteration): 0.0012038 s
resid in solve_pyamgx: 5.72e-05
time solve_pyamgx: 6.46e-03
time w: 8.10e-03
area_out 3.2
flow_in 86.7658688111229 flow_out 86.76455538195621 area_out 3.2 flow_out_new 86.76586881112291 uinc: 0.0004104466145893326
xp.sum(su3d) -3.161559902764566e-11
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.343843e+00
              0             1.82349   1.427727e+00         0.6091
              1              1.8235   7.258157e-01         0.5084
              2              1.8235   3.712794e-01         0.5115
              3              1.8235   1.953587e-01         0.5262
              4              1.8235   1.031994e-01         0.5283
              5              1.8235   5.295634e-02         0.5131
              6              1.8235   2.859074e-02         0.5399
              7              1.8235   1.607620e-02         0.5623
              8              1.8235   9.033134e-03         0.5619
              9              1.8235   5.097118e-03         0.5643
             10              1.8235   3.580558e-03         0.7025
             11              1.8235   2.192152e-03         0.6122
             12              1.8235   1.238043e-03         0.5648
             13              1.8235   6.747827e-04         0.5450
             14              1.8235   3.603918e-04         0.5341
             15              1.8235   1.844954e-04         0.5119
             16              1.8235   9.531955e-05         0.5166
         --------------------------------------------------------------
         Total Iterations: 17
         Avg Convergence Rate: 		         0.5517
         Final Residual: 		   9.531955e-05
         Total Reduction in Residual: 	   4.066807e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.182738
    setup: 0.138297 s
    solve: 0.044441 s
    solve(per iteration): 0.00261418 s
resid in solve_px: 9.53e-05
time p: 5.24e-02
time Smag or Wale: 7.15e-07

comm_min_pans:  -1.08e+03, pk_max: 1.32e+03, u2prim_max: 4.19e+00, v2prim_max: 1.59e+00, w2prim_max: 3.66e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5276079239705216 0.864111790377331 0.6271983347263007
yplus, min,max,mean 27.42596337022452 44.91801057937091 32.60284346114259
uplus, min,max,mean 21.107988787654445 31.76580449986349 24.23174000224274
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0244
           1(D)        70134            704494  0.000143         0.0184
           2(D)         5499             94693   0.00313        0.00232
           3(D)           89               237    0.0299       7.96e-06
         --------------------------------------------------------------
         Grid Complexity: 1.32012
         Operator Complexity: 1.49526
         Total Memory Usage: 0.0451438 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.942932e+00
              0             1.82349   4.113468e-02         0.0104
              1              1.8235   6.317423e-03         0.1536
              2              1.8235   1.542943e-03         0.2442
              3              1.8235   4.300930e-04         0.2787
              4              1.8235   1.284573e-04         0.2987
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1266
         Final Residual: 		   1.284573e-04
         Total Reduction in Residual: 	   3.257914e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0322392
    setup: 0.0249895 s
    solve: 0.00724976 s
    solve(per iteration): 0.00144995 s
resid in solve_pyamgx: 1.28e-04
time solve_pyamgx: 3.66e-02
time k: 4.92e-02
modify_eps, ustar[-2,-2],[2,2] 0.6234570815124558 0.6313751031914373
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0244
           1(D)        70187            705727  0.000143         0.0185
           2(D)         5297             85791   0.00306        0.00212
           3(D)           73               165     0.031       5.88e-06
         --------------------------------------------------------------
         Grid Complexity: 1.31942
         Operator Complexity: 1.49047
         Total Memory Usage: 0.0449622 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   4.441357e+02
              0             1.82349   1.232062e+00         0.0028
              1              1.8235   2.476774e-01         0.2010
              2              1.8235   6.208735e-02         0.2507
              3              1.8235   1.741932e-02         0.2806
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0791
         Final Residual: 		   1.741932e-02
         Total Reduction in Residual: 	   3.922071e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0305553
    setup: 0.0247822 s
    solve: 0.00577312 s
    solve(per iteration): 0.00144328 s
resid in solve_pyamgx: 1.74e-02
time solve_pyamgx: 3.49e-02
time eps: 4.19e-02

--time step:  35, iter:0, max residual:1.99e-07, u:7.28e-08, v:6.68e-08, w:4.47e-08, p:1.99e-07, k:7.84e-11, eps:8.31e-12, om:0.00e+00


monitor time step:  35, iter:0, u: 1.49e+01, v: 1.80e-01, w: 1.69e+00, p:-4.40e+00, k: 1.29e+00, eps: 1.85e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  0, umax: 3.21e+01, vismax: 6.49e+02, kmin: 9.25e-02, epsmin: 4.12e-01, ommin: 1.00e+00, fkmax: 4.65e+00

time one iteration: 2.03e-01
modify_u, ustar[-2,-2],[2,2] 0.6234570815124558 0.6313751031914373
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05         0.0239
           1(D)        17314            185956   0.00062        0.00482
           2(D)         1088              4598   0.00388       0.000135
         --------------------------------------------------------------
         Grid Complexity: 1.0778
         Operator Complexity: 1.11586
         Total Memory Usage: 0.0288794 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   6.414777e-02
              0             1.82349   2.182712e-03         0.0340
              1              1.8235   3.002846e-04         0.1376
              2              1.8235   5.810060e-05         0.1935
              3              1.8235   1.557232e-05         0.2680
              4              1.8235   4.449110e-06         0.2857
              5              1.8235   1.327921e-06         0.2985
         --------------------------------------------------------------
         Total Iterations: 6
         Avg Convergence Rate: 		         0.1657
         Final Residual: 		   1.327921e-06
         Total Reduction in Residual: 	   2.070097e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0262607
    setup: 0.0189542 s
    solve: 0.0073065 s
    solve(per iteration): 0.00121775 s
resid in solve_pyamgx: 1.33e-06
time solve_pyamgx: 3.06e-02
time u: 3.50e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.267349e-02
              0             1.82349   1.635277e-03         0.0310
              1              1.8235   2.153968e-04         0.1317
              2              1.8235   3.728720e-05         0.1731
              3              1.8235   1.057350e-05         0.2836
              4              1.8235   3.179886e-06         0.3007
              5              1.8235   9.290732e-07         0.2922
         --------------------------------------------------------------
         Total Iterations: 6
         Avg Convergence Rate: 		         0.1613
         Final Residual: 		   9.290732e-07
         Total Reduction in Residual: 	   1.763835e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0261926
    setup: 0.0189542 s
    solve: 0.0072384 s
    solve(per iteration): 0.0012064 s
resid in solve_pyamgx: 9.29e-07
time solve_pyamgx: 7.67e-03
time v: 9.99e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   6.850364e-02
              0             1.82349   1.784847e-03         0.0261
              1              1.8235   1.982764e-04         0.1111
              2              1.8235   3.543001e-05         0.1787
              3              1.8235   9.002825e-06         0.2541
              4              1.8235   2.244976e-06         0.2494
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1268
         Final Residual: 		   2.244976e-06
         Total Reduction in Residual: 	   3.277163e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0249753
    setup: 0.0189542 s
    solve: 0.00602112 s
    solve(per iteration): 0.00120422 s
resid in solve_pyamgx: 2.24e-06
time solve_pyamgx: 6.52e-03
time w: 8.23e-03
area_out 3.2
flow_in 86.7658688111229 flow_out 86.76455426996141 area_out 3.2 flow_out_new 86.7658688111229 uinc: 0.00041079411296607304
xp.sum(su3d) -1.2638334823122932e-11
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.930544e-01
              0             1.82349   3.777980e-01         0.6370
              1              1.8235   1.845707e-01         0.4885
              2              1.8235   9.059565e-02         0.4908
              3              1.8235   4.554104e-02         0.5027
              4              1.8235   2.328973e-02         0.5114
              5              1.8235   1.171678e-02         0.5031
              6              1.8235   5.946669e-03         0.5075
              7              1.8235   3.082883e-03         0.5184
              8              1.8235   1.594089e-03         0.5171
              9              1.8235   8.146230e-04         0.5110
             10              1.8235   5.334050e-04         0.6548
             11              1.8235   2.941205e-04         0.5514
             12              1.8235   1.548940e-04         0.5266
             13              1.8235   8.092509e-05         0.5225
             14              1.8235   4.276726e-05         0.5285
             15              1.8235   2.184087e-05         0.5107
         --------------------------------------------------------------
         Total Iterations: 16
         Avg Convergence Rate: 		         0.5283
         Final Residual: 		   2.184087e-05
         Total Reduction in Residual: 	   3.682777e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.180164
    setup: 0.138297 s
    solve: 0.0418672 s
    solve(per iteration): 0.0026167 s
resid in solve_px: 2.18e-05
time p: 4.95e-02
time Smag or Wale: 7.15e-07

comm_min_pans:  -1.13e+03, pk_max: 1.33e+03, u2prim_max: 4.19e+00, v2prim_max: 1.59e+00, w2prim_max: 3.66e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5295206398187697 0.8686138684796381 0.6276253036653386
yplus, min,max,mean 27.52538961537438 45.152036308542215 32.6250380377406
uplus, min,max,mean 21.126171932892916 31.486816445512805 24.21510413422307
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0244
           1(D)        70119            704879  0.000143         0.0184
           2(D)         5484             94952   0.00316        0.00233
           3(D)           96               256    0.0278        8.6e-06
         --------------------------------------------------------------
         Grid Complexity: 1.32002
         Operator Complexity: 1.49567
         Total Memory Usage: 0.0451573 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.537386e+00
              0             1.82349   2.175128e-02         0.0061
              1              1.8235   1.617788e-03         0.0744
              2              1.8235   1.934460e-04         0.1196
              3              1.8235   5.104979e-05         0.2639
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0616
         Final Residual: 		   5.104979e-05
         Total Reduction in Residual: 	   1.443150e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0308645
    setup: 0.0250511 s
    solve: 0.00581338 s
    solve(per iteration): 0.00145334 s
resid in solve_pyamgx: 5.10e-05
time solve_pyamgx: 3.53e-02
time k: 4.78e-02
modify_eps, ustar[-2,-2],[2,2] 0.623541332971431 0.6313765030149934
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0244
           1(D)        70171            705439  0.000143         0.0185
           2(D)         5315             89355   0.00316         0.0022
           3(D)           81               193    0.0294       6.74e-06
         --------------------------------------------------------------
         Grid Complexity: 1.31946
         Operator Complexity: 1.49251
         Total Memory Usage: 0.0450366 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   1.041865e+02
              0             1.82349   1.165267e-01         0.0011
              1              1.8235   2.816552e-02         0.2417
              2              1.8235   7.423483e-03         0.2636
              3              1.8235   1.982320e-03         0.2670
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0660
         Final Residual: 		   1.982320e-03
         Total Reduction in Residual: 	   1.902666e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0308105
    setup: 0.0250532 s
    solve: 0.00575728 s
    solve(per iteration): 0.00143932 s
resid in solve_pyamgx: 1.98e-03
time solve_pyamgx: 3.51e-02
time eps: 4.22e-02

--time step:  35, iter:1, max residual:5.97e-08, u:1.04e-09, v:7.26e-10, w:1.75e-09, p:5.97e-08, k:3.12e-11, eps:9.45e-13, om:0.00e+00


monitor time step:  35, iter:1, u: 1.49e+01, v: 1.84e-01, w: 1.69e+00, p:-4.49e+00, k: 1.29e+00, eps: 1.85e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  1, umax: 3.21e+01, vismax: 6.54e+02, kmin: 9.25e-02, epsmin: 4.12e-01, ommin: 1.00e+00, fkmax: 5.11e+00

time one iteration: 2.01e-01
vismean_mean 4.4444444444444444e-18
modify_u, ustar[-2,-2],[2,2] 0.623541332971431 0.6313765030149934
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05         0.0239
           1(D)        17337            186065  0.000619        0.00482
           2(D)         1135              4799   0.00373       0.000141
         --------------------------------------------------------------
         Grid Complexity: 1.07809
         Operator Complexity: 1.11605
         Total Memory Usage: 0.0288896 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.570952e+00
              0             1.82349   6.311000e-02         0.0245
              1              1.8235   7.501907e-03         0.1189
              2              1.8235   1.435653e-03         0.1914
              3              1.8235   3.579979e-04         0.2494
              4              1.8235   9.219122e-05         0.2575
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1291
         Final Residual: 		   9.219122e-05
         Total Reduction in Residual: 	   3.585879e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.025175
    setup: 0.019157 s
    solve: 0.00601805 s
    solve(per iteration): 0.00120361 s
resid in solve_pyamgx: 9.22e-05
time solve_pyamgx: 2.96e-02
time u: 3.56e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.026624e+00
              0             1.82349   5.178526e-02         0.0256
              1              1.8235   2.306971e-03         0.0445
              2              1.8235   3.997183e-04         0.1733
              3              1.8235   8.456313e-05         0.2116
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0804
         Final Residual: 		   8.456313e-05
         Total Reduction in Residual: 	   4.172611e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0239588
    setup: 0.019157 s
    solve: 0.00480176 s
    solve(per iteration): 0.00120044 s
resid in solve_pyamgx: 8.46e-05
time solve_pyamgx: 5.23e-03
time v: 7.43e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.408766e+00
              0             1.82349   6.319881e-02         0.0262
              1              1.8235   4.890596e-03         0.0774
              2              1.8235   9.532331e-04         0.1949
              3              1.8235   2.375270e-04         0.2492
              4              1.8235   6.079841e-05         0.2560
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1203
         Final Residual: 		   6.079841e-05
         Total Reduction in Residual: 	   2.524048e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0251757
    setup: 0.019157 s
    solve: 0.00601875 s
    solve(per iteration): 0.00120375 s
resid in solve_pyamgx: 6.08e-05
time solve_pyamgx: 6.48e-03
time w: 8.23e-03
area_out 3.2
flow_in 86.76586881112289 flow_out 86.76455462481469 area_out 3.2 flow_out_new 86.76586881112289 uinc: 0.0004106832213102152
xp.sum(su3d) -6.338263247585019e-12
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.358168e+00
              0             1.82349   1.429460e+00         0.6062
              1              1.8235   7.248691e-01         0.5071
              2              1.8235   3.691061e-01         0.5092
              3              1.8235   1.938264e-01         0.5251
              4              1.8235   1.021093e-01         0.5268
              5              1.8235   5.218508e-02         0.5111
              6              1.8235   2.811225e-02         0.5387
              7              1.8235   1.578215e-02         0.5614
              8              1.8235   8.844249e-03         0.5604
              9              1.8235   4.986331e-03         0.5638
             10              1.8235   3.502444e-03         0.7024
             11              1.8235   2.142406e-03         0.6117
             12              1.8235   1.211640e-03         0.5656
             13              1.8235   6.603139e-04         0.5450
             14              1.8235   3.520704e-04         0.5332
             15              1.8235   1.796730e-04         0.5103
             16              1.8235   9.265502e-05         0.5157
         --------------------------------------------------------------
         Total Iterations: 17
         Avg Convergence Rate: 		         0.5506
         Final Residual: 		   9.265502e-05
         Total Reduction in Residual: 	   3.929111e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.182829
    setup: 0.138297 s
    solve: 0.0445317 s
    solve(per iteration): 0.00261951 s
resid in solve_px: 9.27e-05
time p: 5.22e-02
time Smag or Wale: 4.77e-07

comm_min_pans:  -1.09e+03, pk_max: 1.33e+03, u2prim_max: 4.17e+00, v2prim_max: 1.57e+00, w2prim_max: 3.60e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5297021176883472 0.8716039245343802 0.6277608083177779
yplus, min,max,mean 27.53482314579993 45.307464542476126 32.63208180161421
uplus, min,max,mean 21.079454828384996 31.650920815793732 24.255510688145467
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0244
           1(D)        70124            703698  0.000143         0.0184
           2(D)         5521             95663   0.00314        0.00235
           3(D)          106               262    0.0233       9.03e-06
         --------------------------------------------------------------
         Grid Complexity: 1.32024
         Operator Complexity: 1.49539
         Total Memory Usage: 0.0451496 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.380693e+00
              0             1.82349   4.005137e-02         0.0118
              1              1.8235   6.284283e-03         0.1569
              2              1.8235   1.571222e-03         0.2500
              3              1.8235   4.389342e-04         0.2794
              4              1.8235   1.370455e-04         0.3122
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1323
         Final Residual: 		   1.370455e-04
         Total Reduction in Residual: 	   4.053768e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0321068
    setup: 0.0248961 s
    solve: 0.00721066 s
    solve(per iteration): 0.00144213 s
resid in solve_pyamgx: 1.37e-04
time solve_pyamgx: 3.64e-02
time k: 4.90e-02
modify_eps, ustar[-2,-2],[2,2] 0.6237545343354962 0.6313765064027405
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0244
           1(D)        70268            705850  0.000143         0.0185
           2(D)         5360             88994    0.0031        0.00219
           3(D)           62               128    0.0333       4.72e-06
         --------------------------------------------------------------
         Grid Complexity: 1.31998
         Operator Complexity: 1.4925
         Total Memory Usage: 0.0450428 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.684481e+02
              0             1.82349   1.209198e+00         0.0033
              1              1.8235   2.375826e-01         0.1965
              2              1.8235   5.801638e-02         0.2442
              3              1.8235   1.534558e-02         0.2645
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0803
         Final Residual: 		   1.534558e-02
         Total Reduction in Residual: 	   4.164923e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0306961
    setup: 0.0249368 s
    solve: 0.00575933 s
    solve(per iteration): 0.00143983 s
resid in solve_pyamgx: 1.53e-02
time solve_pyamgx: 3.50e-02
time eps: 4.19e-02

--time step:  36, iter:0, max residual:1.95e-07, u:7.20e-08, v:6.61e-08, w:4.75e-08, p:1.95e-07, k:8.36e-11, eps:7.32e-12, om:0.00e+00


monitor time step:  36, iter:0, u: 1.50e+01, v: 1.62e-01, w: 1.74e+00, p:-4.31e+00, k: 1.29e+00, eps: 1.86e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  0, umax: 3.21e+01, vismax: 6.55e+02, kmin: 8.95e-02, epsmin: 4.09e-01, ommin: 1.00e+00, fkmax: 4.58e+00

time one iteration: 2.02e-01
modify_u, ustar[-2,-2],[2,2] 0.6237545343354962 0.6313765064027405
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05         0.0239
           1(D)        17287            185459  0.000621        0.00481
           2(D)         1141              4661   0.00358       0.000138
         --------------------------------------------------------------
         Grid Complexity: 1.07791
         Operator Complexity: 1.11559
         Total Memory Usage: 0.0288707 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   6.390006e-02
              0             1.82349   2.177137e-03         0.0341
              1              1.8235   2.993952e-04         0.1375
              2              1.8235   5.767114e-05         0.1926
              3              1.8235   1.574329e-05         0.2730
              4              1.8235   4.529119e-06         0.2877
              5              1.8235   1.359889e-06         0.3003
         --------------------------------------------------------------
         Total Iterations: 6
         Avg Convergence Rate: 		         0.1665
         Final Residual: 		   1.359889e-06
         Total Reduction in Residual: 	   2.128150e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0263437
    setup: 0.0190898 s
    solve: 0.00725386 s
    solve(per iteration): 0.00120898 s
resid in solve_pyamgx: 1.36e-06
time solve_pyamgx: 3.07e-02
time u: 3.52e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.260916e-02
              0             1.82349   1.626718e-03         0.0309
              1              1.8235   2.150826e-04         0.1322
              2              1.8235   3.687436e-05         0.1714
              3              1.8235   1.031586e-05         0.2798
              4              1.8235   3.121171e-06         0.3026
              5              1.8235   9.169820e-07         0.2938
         --------------------------------------------------------------
         Total Iterations: 6
         Avg Convergence Rate: 		         0.1610
         Final Residual: 		   9.169820e-07
         Total Reduction in Residual: 	   1.743008e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0263344
    setup: 0.0190898 s
    solve: 0.00724461 s
    solve(per iteration): 0.00120743 s
resid in solve_pyamgx: 9.17e-07
time solve_pyamgx: 7.67e-03
time v: 9.91e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   6.836069e-02
              0             1.82349   1.780970e-03         0.0261
              1              1.8235   1.971928e-04         0.1107
              2              1.8235   3.560337e-05         0.1806
              3              1.8235   9.110598e-06         0.2559
              4              1.8235   2.344210e-06         0.2573
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1279
         Final Residual: 		   2.344210e-06
         Total Reduction in Residual: 	   3.429178e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.025115
    setup: 0.0190898 s
    solve: 0.00602522 s
    solve(per iteration): 0.00120504 s
resid in solve_pyamgx: 2.34e-06
time solve_pyamgx: 6.54e-03
time w: 8.19e-03
area_out 3.2
flow_in 86.76586881112289 flow_out 86.76455354293594 area_out 3.2 flow_out_new 86.76586881112289 uinc: 0.0004110213084196346
xp.sum(su3d) -1.0877965195277284e-12
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.955059e-01
              0             1.82349   3.806684e-01         0.6392
              1              1.8235   1.865321e-01         0.4900
              2              1.8235   9.147571e-02         0.4904
              3              1.8235   4.596700e-02         0.5025
              4              1.8235   2.356147e-02         0.5126
              5              1.8235   1.186916e-02         0.5038
              6              1.8235   6.024793e-03         0.5076
              7              1.8235   3.139487e-03         0.5211
              8              1.8235   1.622545e-03         0.5168
              9              1.8235   8.339918e-04         0.5140
             10              1.8235   5.469146e-04         0.6558
             11              1.8235   3.009049e-04         0.5502
             12              1.8235   1.587128e-04         0.5275
             13              1.8235   8.272887e-05         0.5212
             14              1.8235   4.347801e-05         0.5255
             15              1.8235   2.196692e-05         0.5052
         --------------------------------------------------------------
         Total Iterations: 16
         Avg Convergence Rate: 		         0.5284
         Final Residual: 		   2.196692e-05
         Total Reduction in Residual: 	   3.688783e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.179999
    setup: 0.138297 s
    solve: 0.0417015 s
    solve(per iteration): 0.00260635 s
resid in solve_px: 2.20e-05
time p: 4.92e-02
time Smag or Wale: 7.15e-07

comm_min_pans:  -1.14e+03, pk_max: 1.34e+03, u2prim_max: 4.17e+00, v2prim_max: 1.57e+00, w2prim_max: 3.60e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5316679175688086 0.8723684030559354 0.6280756634747716
yplus, min,max,mean 27.63700878984598 45.3472034451289 32.64844851183656
uplus, min,max,mean 21.09351661158017 31.682034696450824 24.243357767402998
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0244
           1(D)        70029            704183  0.000144         0.0184
           2(D)         5449             96565   0.00325        0.00236
           3(D)           98               244    0.0254       8.39e-06
         --------------------------------------------------------------
         Grid Complexity: 1.3195
         Operator Complexity: 1.49623
         Total Memory Usage: 0.0451711 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.537593e+00
              0             1.82349   1.965809e-02         0.0056
              1              1.8235   1.466167e-03         0.0746
              2              1.8235   1.889368e-04         0.1289
              3              1.8235   5.109504e-05         0.2704
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0616
         Final Residual: 		   5.109504e-05
         Total Reduction in Residual: 	   1.444345e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0307542
    setup: 0.0249412 s
    solve: 0.00581299 s
    solve(per iteration): 0.00145325 s
resid in solve_pyamgx: 5.11e-05
time solve_pyamgx: 3.51e-02
time k: 4.77e-02
modify_eps, ustar[-2,-2],[2,2] 0.6238369360375706 0.6313759541194073
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0244
           1(D)        70112            704228  0.000143         0.0184
           2(D)         5337             90839   0.00319        0.00223
           3(D)           66               138    0.0317       5.07e-06
         --------------------------------------------------------------
         Grid Complexity: 1.31924
         Operator Complexity: 1.49265
         Total Memory Usage: 0.0450388 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   8.971707e+01
              0             1.82349   1.101626e-01         0.0012
              1              1.8235   2.604944e-02         0.2365
              2              1.8235   6.594637e-03         0.2532
              3              1.8235   1.872314e-03         0.2839
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0676
         Final Residual: 		   1.872314e-03
         Total Reduction in Residual: 	   2.086909e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0309188
    setup: 0.025144 s
    solve: 0.00577482 s
    solve(per iteration): 0.0014437 s
resid in solve_pyamgx: 1.87e-03
time solve_pyamgx: 3.54e-02
time eps: 4.23e-02

--time step:  36, iter:1, max residual:6.06e-08, u:1.06e-09, v:7.16e-10, w:1.83e-09, p:6.06e-08, k:3.12e-11, eps:8.93e-13, om:0.00e+00


monitor time step:  36, iter:1, u: 1.51e+01, v: 1.67e-01, w: 1.74e+00, p:-4.38e+00, k: 1.30e+00, eps: 1.87e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  1, umax: 3.21e+01, vismax: 6.59e+02, kmin: 8.96e-02, epsmin: 4.10e-01, ommin: 1.00e+00, fkmax: 5.04e+00

time one iteration: 2.01e-01
vismean_mean 4.324324324324324e-18
modify_u, ustar[-2,-2],[2,2] 0.6238369360375706 0.6313759541194073
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05         0.0239
           1(D)        17399            186485  0.000616        0.00484
           2(D)         1551              5939   0.00247       0.000179
         --------------------------------------------------------------
         Grid Complexity: 1.08011
         Operator Complexity: 1.11699
         Total Memory Usage: 0.0289463 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.602896e+00
              0             1.82349   6.390139e-02         0.0246
              1              1.8235   7.626796e-03         0.1194
              2              1.8235   1.462288e-03         0.1917
              3              1.8235   3.650272e-04         0.2496
              4              1.8235   9.179703e-05         0.2515
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1287
         Final Residual: 		   9.179703e-05
         Total Reduction in Residual: 	   3.526727e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0251018
    setup: 0.0191119 s
    solve: 0.00598982 s
    solve(per iteration): 0.00119796 s
resid in solve_pyamgx: 9.18e-05
time solve_pyamgx: 2.96e-02
time u: 3.56e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.039787e+00
              0             1.82349   5.190689e-02         0.0254
              1              1.8235   2.319003e-03         0.0447
              2              1.8235   3.972768e-04         0.1713
              3              1.8235   8.172738e-05         0.2057
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0796
         Final Residual: 		   8.172738e-05
         Total Reduction in Residual: 	   4.006661e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0240371
    setup: 0.0191119 s
    solve: 0.00492512 s
    solve(per iteration): 0.00123128 s
resid in solve_pyamgx: 8.17e-05
time solve_pyamgx: 5.38e-03
time v: 7.64e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.445394e+00
              0             1.82349   6.396051e-02         0.0262
              1              1.8235   4.926202e-03         0.0770
              2              1.8235   9.553638e-04         0.1939
              3              1.8235   2.415881e-04         0.2529
              4              1.8235   6.132485e-05         0.2538
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1202
         Final Residual: 		   6.132485e-05
         Total Reduction in Residual: 	   2.507769e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0251291
    setup: 0.0191119 s
    solve: 0.00601712 s
    solve(per iteration): 0.00120342 s
resid in solve_pyamgx: 6.13e-05
time solve_pyamgx: 6.47e-03
time w: 8.11e-03
area_out 3.2
flow_in 86.76586881112289 flow_out 86.76455384784865 area_out 3.2 flow_out_new 86.76586881112287 uinc: 0.0004109260231999201
xp.sum(su3d) 4.766631533925647e-12
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.373511e+00
              0             1.82349   1.430870e+00         0.6028
              1              1.8235   7.250946e-01         0.5068
              2              1.8235   3.670786e-01         0.5062
              3              1.8235   1.924627e-01         0.5243
              4              1.8235   1.009020e-01         0.5243
              5              1.8235   5.140419e-02         0.5094
              6              1.8235   2.754883e-02         0.5359
              7              1.8235   1.542923e-02         0.5601
              8              1.8235   8.614571e-03         0.5583
              9              1.8235   4.851950e-03         0.5632
             10              1.8235   3.405910e-03         0.7020
             11              1.8235   2.080697e-03         0.6109
             12              1.8235   1.179083e-03         0.5667
             13              1.8235   6.413753e-04         0.5440
             14              1.8235   3.417880e-04         0.5329
             15              1.8235   1.738230e-04         0.5086
             16              1.8235   8.972080e-05         0.5162
         --------------------------------------------------------------
         Total Iterations: 17
         Avg Convergence Rate: 		         0.5494
         Final Residual: 		   8.972080e-05
         Total Reduction in Residual: 	   3.780089e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.182852
    setup: 0.138297 s
    solve: 0.0445546 s
    solve(per iteration): 0.00262086 s
resid in solve_px: 8.97e-05
time p: 5.25e-02
time Smag or Wale: 4.77e-07

comm_min_pans:  -1.13e+03, pk_max: 1.35e+03, u2prim_max: 4.14e+00, v2prim_max: 1.56e+00, w2prim_max: 3.54e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5319522195612552 0.8730142316328051 0.6281955303754834
yplus, min,max,mean 27.65178729425555 45.380774720479316 32.6546793985971
uplus, min,max,mean 21.058012197356586 32.02583225753988 24.283849975900882
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0244
           1(D)        70190            705930  0.000143         0.0185
           2(D)         5523             95581   0.00313        0.00234
           3(D)          105               291    0.0264       9.65e-06
         --------------------------------------------------------------
         Grid Complexity: 1.32052
         Operator Complexity: 1.49674
         Total Memory Usage: 0.0452018 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   4.040688e+00
              0             1.82349   3.997487e-02         0.0099
              1              1.8235   6.373401e-03         0.1594
              2              1.8235   1.590131e-03         0.2495
              3              1.8235   4.374847e-04         0.2751
              4              1.8235   1.262437e-04         0.2886
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1256
         Final Residual: 		   1.262437e-04
         Total Reduction in Residual: 	   3.124311e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0322703
    setup: 0.0250527 s
    solve: 0.00721763 s
    solve(per iteration): 0.00144353 s
resid in solve_pyamgx: 1.26e-04
time solve_pyamgx: 3.66e-02
time k: 4.91e-02
modify_eps, ustar[-2,-2],[2,2] 0.6240428717917247 0.6313693498730869
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0244
           1(D)        70041            704081  0.000144         0.0184
           2(D)         5358             90828   0.00316        0.00223
           3(D)           86               256    0.0346        8.3e-06
         --------------------------------------------------------------
         Grid Complexity: 1.31912
         Operator Complexity: 1.49262
         Total Memory Usage: 0.0450362 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.671327e+02
              0             1.82349   1.202501e+00         0.0033
              1              1.8235   2.372628e-01         0.1973
              2              1.8235   5.580332e-02         0.2352
              3              1.8235   1.472444e-02         0.2639
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0796
         Final Residual: 		   1.472444e-02
         Total Reduction in Residual: 	   4.010659e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0305705
    setup: 0.0247931 s
    solve: 0.00577741 s
    solve(per iteration): 0.00144435 s
resid in solve_pyamgx: 1.47e-02
time solve_pyamgx: 3.50e-02
time eps: 4.19e-02

--time step:  37, iter:0, max residual:1.90e-07, u:7.17e-08, v:6.38e-08, w:4.79e-08, p:1.90e-07, k:7.71e-11, eps:7.02e-12, om:0.00e+00


monitor time step:  37, iter:0, u: 1.52e+01, v: 1.43e-01, w: 1.78e+00, p:-4.14e+00, k: 1.30e+00, eps: 1.87e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  0, umax: 3.22e+01, vismax: 6.59e+02, kmin: 8.67e-02, epsmin: 4.07e-01, ommin: 1.00e+00, fkmax: 4.59e+00

time one iteration: 2.03e-01
modify_u, ustar[-2,-2],[2,2] 0.6240428717917247 0.6313693498730869
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05         0.0239
           1(D)        17398            186780  0.000617        0.00485
           2(D)         1559              5981   0.00246        0.00018
         --------------------------------------------------------------
         Grid Complexity: 1.08014
         Operator Complexity: 1.1172
         Total Memory Usage: 0.0289542 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   6.485069e-02
              0             1.82349   2.189056e-03         0.0338
              1              1.8235   2.934820e-04         0.1341
              2              1.8235   5.568766e-05         0.1897
              3              1.8235   1.512211e-05         0.2716
              4              1.8235   4.454785e-06         0.2946
              5              1.8235   1.332429e-06         0.2991
         --------------------------------------------------------------
         Total Iterations: 6
         Avg Convergence Rate: 		         0.1655
         Final Residual: 		   1.332429e-06
         Total Reduction in Residual: 	   2.054611e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0263158
    setup: 0.0190669 s
    solve: 0.00724896 s
    solve(per iteration): 0.00120816 s
resid in solve_pyamgx: 1.33e-06
time solve_pyamgx: 3.08e-02
time u: 3.52e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.255950e-02
              0             1.82349   1.612606e-03         0.0307
              1              1.8235   2.142769e-04         0.1329
              2              1.8235   3.588496e-05         0.1675
              3              1.8235   9.752879e-06         0.2718
              4              1.8235   2.934089e-06         0.3008
              5              1.8235   8.719162e-07         0.2972
         --------------------------------------------------------------
         Total Iterations: 6
         Avg Convergence Rate: 		         0.1597
         Final Residual: 		   8.719162e-07
         Total Reduction in Residual: 	   1.658913e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0263222
    setup: 0.0190669 s
    solve: 0.0072553 s
    solve(per iteration): 0.00120922 s
resid in solve_pyamgx: 8.72e-07
time solve_pyamgx: 7.68e-03
time v: 9.90e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   6.913967e-02
              0             1.82349   1.795687e-03         0.0260
              1              1.8235   1.948665e-04         0.1085
              2              1.8235   3.517776e-05         0.1805
              3              1.8235   9.022605e-06         0.2565
              4              1.8235   2.395838e-06         0.2655
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1282
         Final Residual: 		   2.395838e-06
         Total Reduction in Residual: 	   3.465214e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0250737
    setup: 0.0190669 s
    solve: 0.00600678 s
    solve(per iteration): 0.00120136 s
resid in solve_pyamgx: 2.40e-06
time solve_pyamgx: 6.43e-03
time w: 8.14e-03
area_out 3.2
flow_in 86.76586881112289 flow_out 86.7645528001262 area_out 3.2 flow_out_new 86.76586881112289 uinc: 0.00041125343646530865
xp.sum(su3d) 1.0688339102671307e-11
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   6.011988e-01
              0             1.82349   3.820338e-01         0.6355
              1              1.8235   1.882898e-01         0.4929
              2              1.8235   9.217962e-02         0.4896
              3              1.8235   4.653302e-02         0.5048
              4              1.8235   2.383232e-02         0.5122
              5              1.8235   1.200036e-02         0.5035
              6              1.8235   6.113179e-03         0.5094
              7              1.8235   3.200125e-03         0.5235
              8              1.8235   1.664394e-03         0.5201
              9              1.8235   8.578796e-04         0.5154
             10              1.8235   5.657113e-04         0.6594
             11              1.8235   3.132798e-04         0.5538
             12              1.8235   1.663235e-04         0.5309
             13              1.8235   8.711869e-05         0.5238
             14              1.8235   4.587724e-05         0.5266
             15              1.8235   2.338201e-05         0.5097
         --------------------------------------------------------------
         Total Iterations: 16
         Avg Convergence Rate: 		         0.5301
         Final Residual: 		   2.338201e-05
         Total Reduction in Residual: 	   3.889232e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.180082
    setup: 0.138297 s
    solve: 0.0417853 s
    solve(per iteration): 0.00261158 s
resid in solve_px: 2.34e-05
time p: 4.94e-02
time Smag or Wale: 4.77e-07

comm_min_pans:  -1.14e+03, pk_max: 1.36e+03, u2prim_max: 4.14e+00, v2prim_max: 1.56e+00, w2prim_max: 3.54e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.533925451991126 0.871727670826467 0.6285559067102606
yplus, min,max,mean 27.75435929494748 45.31389708664346 32.67341237759164
uplus, min,max,mean 21.06835579236324 32.051961300931154 24.269772518688285
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0244
           1(D)        69783            703029  0.000144         0.0184
           2(D)         5520             96754   0.00318        0.00237
           3(D)           97               279    0.0297       9.14e-06
         --------------------------------------------------------------
         Grid Complexity: 1.31876
         Operator Complexity: 1.49566
         Total Memory Usage: 0.0451412 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.509672e+00
              0             1.82349   1.836860e-02         0.0052
              1              1.8235   1.143445e-03         0.0622
              2              1.8235   1.643944e-04         0.1438
         --------------------------------------------------------------
         Total Iterations: 3
         Avg Convergence Rate: 		         0.0360
         Final Residual: 		   1.643944e-04
         Total Reduction in Residual: 	   4.684039e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0293904
    setup: 0.0249712 s
    solve: 0.0044192 s
    solve(per iteration): 0.00147307 s
resid in solve_pyamgx: 1.64e-04
time solve_pyamgx: 3.38e-02
time k: 4.64e-02
modify_eps, ustar[-2,-2],[2,2] 0.6241232675970767 0.6313653793172116
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0244
           1(D)        69684            702650  0.000145         0.0184
           2(D)         5371             91373   0.00317        0.00224
           3(D)           88               178     0.023       6.62e-06
         --------------------------------------------------------------
         Grid Complexity: 1.31767
         Operator Complexity: 1.49203
         Total Memory Usage: 0.0449968 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   8.516326e+01
              0             1.82349   1.046616e-01         0.0012
              1              1.8235   2.255235e-02         0.2155
              2              1.8235   5.450266e-03         0.2417
              3              1.8235   1.426703e-03         0.2618
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0640
         Final Residual: 		   1.426703e-03
         Total Reduction in Residual: 	   1.675257e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0309413
    setup: 0.0251286 s
    solve: 0.0058127 s
    solve(per iteration): 0.00145318 s
resid in solve_pyamgx: 1.43e-03
time solve_pyamgx: 3.54e-02
time eps: 4.26e-02

--time step:  37, iter:1, max residual:6.27e-08, u:1.04e-09, v:6.81e-10, w:1.87e-09, p:6.27e-08, k:1.00e-10, eps:6.80e-13, om:0.00e+00


monitor time step:  37, iter:1, u: 1.52e+01, v: 1.49e-01, w: 1.78e+00, p:-4.20e+00, k: 1.30e+00, eps: 1.88e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  1, umax: 3.22e+01, vismax: 6.62e+02, kmin: 8.68e-02, epsmin: 4.07e-01, ommin: 1.00e+00, fkmax: 5.00e+00

time one iteration: 2.00e-01
vismean_mean 4.210526315789473e-18
modify_u, ustar[-2,-2],[2,2] 0.6241232675970767 0.6313653793172116
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05         0.0239
           1(D)        17945            187149  0.000581        0.00488
           2(D)         1584              6054   0.00241       0.000183
         --------------------------------------------------------------
         Grid Complexity: 1.08256
         Operator Complexity: 1.11747
         Total Memory Usage: 0.0289937 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.635237e+00
              0             1.82349   6.469641e-02         0.0246
              1              1.8235   7.816288e-03         0.1208
              2              1.8235   1.547995e-03         0.1980
              3              1.8235   3.838471e-04         0.2480
              4              1.8235   9.201837e-05         0.2397
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1284
         Final Residual: 		   9.201837e-05
         Total Reduction in Residual: 	   3.491845e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0251658
    setup: 0.0191287 s
    solve: 0.00603709 s
    solve(per iteration): 0.00120742 s
resid in solve_pyamgx: 9.20e-05
time solve_pyamgx: 2.95e-02
time u: 3.57e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.052894e+00
              0             1.82349   5.202824e-02         0.0253
              1              1.8235   2.335026e-03         0.0449
              2              1.8235   4.008872e-04         0.1717
              3              1.8235   8.038660e-05         0.2005
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0791
         Final Residual: 		   8.038660e-05
         Total Reduction in Residual: 	   3.915770e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0239391
    setup: 0.0191287 s
    solve: 0.00481043 s
    solve(per iteration): 0.00120261 s
resid in solve_pyamgx: 8.04e-05
time solve_pyamgx: 5.24e-03
time v: 7.58e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.482080e+00
              0             1.82349   6.462088e-02         0.0260
              1              1.8235   4.980347e-03         0.0771
              2              1.8235   9.856565e-04         0.1979
              3              1.8235   2.483370e-04         0.2520
              4              1.8235   6.288887e-05         0.2532
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1204
         Final Residual: 		   6.288887e-05
         Total Reduction in Residual: 	   2.533716e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0251886
    setup: 0.0191287 s
    solve: 0.00605994 s
    solve(per iteration): 0.00121199 s
resid in solve_pyamgx: 6.29e-05
time solve_pyamgx: 6.57e-03
time w: 8.26e-03
area_out 3.2
flow_in 86.76586881112289 flow_out 86.76455306994578 area_out 3.2 flow_out_new 86.76586881112291 uinc: 0.00041116911784655485
xp.sum(su3d) -8.423928221645838e-12
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.389378e+00
              0             1.82349   1.427546e+00         0.5975
              1              1.8235   7.221039e-01         0.5058
              2              1.8235   3.643425e-01         0.5046
              3              1.8235   1.907714e-01         0.5236
              4              1.8235   9.958025e-02         0.5220
              5              1.8235   5.053501e-02         0.5075
              6              1.8235   2.702236e-02         0.5347
              7              1.8235   1.511683e-02         0.5594
              8              1.8235   8.416086e-03         0.5567
              9              1.8235   4.726962e-03         0.5617
             10              1.8235   3.315150e-03         0.7013
             11              1.8235   2.022545e-03         0.6101
             12              1.8235   1.148505e-03         0.5679
             13              1.8235   6.242634e-04         0.5435
             14              1.8235   3.321856e-04         0.5321
             15              1.8235   1.685113e-04         0.5073
             16              1.8235   8.724853e-05         0.5178
         --------------------------------------------------------------
         Total Iterations: 17
         Avg Convergence Rate: 		         0.5482
         Final Residual: 		   8.724853e-05
         Total Reduction in Residual: 	   3.651517e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.182703
    setup: 0.138297 s
    solve: 0.0444056 s
    solve(per iteration): 0.00261209 s
resid in solve_px: 8.72e-05
time p: 5.22e-02
time Smag or Wale: 9.54e-07

comm_min_pans:  -1.10e+03, pk_max: 1.36e+03, u2prim_max: 4.12e+00, v2prim_max: 1.54e+00, w2prim_max: 3.48e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.534315472153221 0.8719115286509967 0.628665227988822
yplus, min,max,mean 27.77463321084846 45.323454331202896 32.679095084854346
uplus, min,max,mean 21.04437273249373 32.14280408110006 24.310121059096442
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0244
           1(D)        69661            702589  0.000145         0.0184
           2(D)         5603            101443   0.00323        0.00248
           3(D)          110               346    0.0286        1.1e-05
         --------------------------------------------------------------
         Grid Complexity: 1.31865
         Operator Complexity: 1.49833
         Total Memory Usage: 0.0452362 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.946679e+00
              0             1.82349   4.028135e-02         0.0102
              1              1.8235   6.543872e-03         0.1625
              2              1.8235   1.630804e-03         0.2492
              3              1.8235   4.386500e-04         0.2690
              4              1.8235   1.263800e-04         0.2881
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1262
         Final Residual: 		   1.263800e-04
         Total Reduction in Residual: 	   3.202185e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0324739
    setup: 0.0252422 s
    solve: 0.00723171 s
    solve(per iteration): 0.00144634 s
resid in solve_pyamgx: 1.26e-04
time solve_pyamgx: 3.69e-02
time k: 4.97e-02
modify_eps, ustar[-2,-2],[2,2] 0.6243218289408506 0.6313492159080447
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0244
           1(D)        69753            703659  0.000145         0.0184
           2(D)         5348             89422   0.00313         0.0022
           3(D)           80               184    0.0288       6.51e-06
         --------------------------------------------------------------
         Grid Complexity: 1.31783
         Operator Complexity: 1.49145
         Total Memory Usage: 0.0449779 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   4.547160e+02
              0             1.82349   1.210949e+00         0.0027
              1              1.8235   2.517039e-01         0.2079
              2              1.8235   6.316146e-02         0.2509
              3              1.8235   1.718044e-02         0.2720
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0784
         Final Residual: 		   1.718044e-02
         Total Reduction in Residual: 	   3.778279e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0305927
    setup: 0.024786 s
    solve: 0.00580678 s
    solve(per iteration): 0.0014517 s
resid in solve_pyamgx: 1.72e-02
time solve_pyamgx: 3.50e-02
time eps: 4.21e-02

--time step:  38, iter:0, max residual:1.86e-07, u:7.19e-08, v:6.28e-08, w:4.91e-08, p:1.86e-07, k:7.71e-11, eps:8.19e-12, om:0.00e+00


monitor time step:  38, iter:0, u: 1.53e+01, v: 1.23e-01, w: 1.83e+00, p:-3.90e+00, k: 1.31e+00, eps: 1.89e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  0, umax: 3.22e+01, vismax: 6.62e+02, kmin: 8.41e-02, epsmin: 4.04e-01, ommin: 1.00e+00, fkmax: 4.64e+00

time one iteration: 2.04e-01
modify_u, ustar[-2,-2],[2,2] 0.6243218289408506 0.6313492159080447
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05         0.0239
           1(D)        17949            187297  0.000581        0.00488
           2(D)         1503              6191   0.00274       0.000183
         --------------------------------------------------------------
         Grid Complexity: 1.08223
         Operator Complexity: 1.11764
         Total Memory Usage: 0.0289967 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   6.530211e-02
              0             1.82349   2.193122e-03         0.0336
              1              1.8235   2.946647e-04         0.1344
              2              1.8235   5.835903e-05         0.1981
              3              1.8235   1.558943e-05         0.2671
              4              1.8235   4.235076e-06         0.2717
              5              1.8235   1.188010e-06         0.2805
         --------------------------------------------------------------
         Total Iterations: 6
         Avg Convergence Rate: 		         0.1622
         Final Residual: 		   1.188010e-06
         Total Reduction in Residual: 	   1.819251e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.026406
    setup: 0.0191312 s
    solve: 0.00727485 s
    solve(per iteration): 0.00121247 s
resid in solve_pyamgx: 1.19e-06
time solve_pyamgx: 3.09e-02
time u: 3.55e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.235854e-02
              0             1.82349   1.599744e-03         0.0306
              1              1.8235   2.120685e-04         0.1326
              2              1.8235   3.608713e-05         0.1702
              3              1.8235   9.570398e-06         0.2652
              4              1.8235   2.862107e-06         0.2991
              5              1.8235   8.400492e-07         0.2935
         --------------------------------------------------------------
         Total Iterations: 6
         Avg Convergence Rate: 		         0.1588
         Final Residual: 		   8.400492e-07
         Total Reduction in Residual: 	   1.604417e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0264026
    setup: 0.0191312 s
    solve: 0.00727142 s
    solve(per iteration): 0.0012119 s
resid in solve_pyamgx: 8.40e-07
time solve_pyamgx: 7.73e-03
time v: 1.01e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   6.899204e-02
              0             1.82349   1.796437e-03         0.0260
              1              1.8235   1.930755e-04         0.1075
              2              1.8235   3.539014e-05         0.1833
              3              1.8235   9.163619e-06         0.2589
              4              1.8235   2.395365e-06         0.2614
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1283
         Final Residual: 		   2.395365e-06
         Total Reduction in Residual: 	   3.471944e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0251155
    setup: 0.0191312 s
    solve: 0.00598426 s
    solve(per iteration): 0.00119685 s
resid in solve_pyamgx: 2.40e-06
time solve_pyamgx: 6.45e-03
time w: 8.09e-03
area_out 3.2
flow_in 86.76586881112289 flow_out 86.76455205369702 area_out 3.2 flow_out_new 86.76586881112289 uinc: 0.00041148669558399575
xp.sum(su3d) -1.2845280394913061e-12
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   6.101686e-01
              0             1.82349   3.830621e-01         0.6278
              1              1.8235   1.897583e-01         0.4954
              2              1.8235   9.305781e-02         0.4904
              3              1.8235   4.710195e-02         0.5062
              4              1.8235   2.412780e-02         0.5122
              5              1.8235   1.218555e-02         0.5050
              6              1.8235   6.209672e-03         0.5096
              7              1.8235   3.277223e-03         0.5278
              8              1.8235   1.715318e-03         0.5234
              9              1.8235   8.875166e-04         0.5174
             10              1.8235   5.871985e-04         0.6616
             11              1.8235   3.267141e-04         0.5564
             12              1.8235   1.744141e-04         0.5338
             13              1.8235   9.107071e-05         0.5222
             14              1.8235   4.781640e-05         0.5250
             15              1.8235   2.424898e-05         0.5071
         --------------------------------------------------------------
         Total Iterations: 16
         Avg Convergence Rate: 		         0.5308
         Final Residual: 		   2.424898e-05
         Total Reduction in Residual: 	   3.974144e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.18004
    setup: 0.138297 s
    solve: 0.041743 s
    solve(per iteration): 0.00260894 s
resid in solve_px: 2.42e-05
time p: 4.93e-02
time Smag or Wale: 4.77e-07

comm_min_pans:  -1.14e+03, pk_max: 1.37e+03, u2prim_max: 4.12e+00, v2prim_max: 1.54e+00, w2prim_max: 3.48e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5362471826531551 0.8708174571869005 0.6290800770534574
yplus, min,max,mean 27.87504683051963 45.266582622997866 32.70065964962669
uplus, min,max,mean 21.051270551438776 32.16173597721389 24.293866561690084
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0244
           1(D)        69666            701986  0.000145         0.0184
           2(D)         5576             99292   0.00319        0.00243
           3(D)          101               251    0.0246       8.64e-06
         --------------------------------------------------------------
         Grid Complexity: 1.31852
         Operator Complexity: 1.49657
         Total Memory Usage: 0.045171 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.702455e+00
              0             1.82349   1.779626e-02         0.0048
              1              1.8235   1.219773e-03         0.0685
              2              1.8235   1.834751e-04         0.1504
         --------------------------------------------------------------
         Total Iterations: 3
         Avg Convergence Rate: 		         0.0367
         Final Residual: 		   1.834751e-04
         Total Reduction in Residual: 	   4.955497e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0294224
    setup: 0.0250069 s
    solve: 0.00441549 s
    solve(per iteration): 0.00147183 s
resid in solve_pyamgx: 1.83e-04
time solve_pyamgx: 3.38e-02
time k: 4.63e-02
modify_eps, ustar[-2,-2],[2,2] 0.6244000765264671 0.6313405364939788
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0244
           1(D)        69556            702080  0.000145         0.0184
           2(D)         5377             94307   0.00326        0.00231
           3(D)           75               193    0.0343       6.56e-06
         --------------------------------------------------------------
         Grid Complexity: 1.3171
         Operator Complexity: 1.4935
         Total Memory Usage: 0.0450431 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   1.572146e+02
              0             1.82349   1.309647e-01         0.0008
              1              1.8235   3.195107e-02         0.2440
              2              1.8235   8.241799e-03         0.2580
              3              1.8235   2.417015e-03         0.2933
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0626
         Final Residual: 		   2.417015e-03
         Total Reduction in Residual: 	   1.537398e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0307297
    setup: 0.0249429 s
    solve: 0.00578682 s
    solve(per iteration): 0.0014467 s
resid in solve_pyamgx: 2.42e-03
time solve_pyamgx: 3.51e-02
time eps: 4.21e-02

--time step:  38, iter:1, max residual:6.39e-08, u:9.28e-10, v:6.56e-10, w:1.87e-09, p:6.39e-08, k:1.12e-10, eps:1.15e-12, om:0.00e+00


monitor time step:  38, iter:1, u: 1.53e+01, v: 1.30e-01, w: 1.83e+00, p:-3.93e+00, k: 1.31e+00, eps: 1.89e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  1, umax: 3.22e+01, vismax: 6.65e+02, kmin: 8.41e-02, epsmin: 4.04e-01, ommin: 1.00e+00, fkmax: 5.18e+00

time one iteration: 1.99e-01
vismean_mean 4.1025641025641025e-18
modify_u, ustar[-2,-2],[2,2] 0.6244000765264671 0.6313405364939788
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05         0.0239
           1(D)        17921            186723  0.000581        0.00486
           2(D)         1447              5855    0.0028       0.000174
         --------------------------------------------------------------
         Grid Complexity: 1.08188
         Operator Complexity: 1.11709
         Total Memory Usage: 0.0289724 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.667972e+00
              0             1.82349   6.536581e-02         0.0245
              1              1.8235   7.815087e-03         0.1196
              2              1.8235   1.512020e-03         0.1935
              3              1.8235   3.758642e-04         0.2486
              4              1.8235   9.211941e-05         0.2451
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1281
         Final Residual: 		   9.211941e-05
         Total Reduction in Residual: 	   3.452788e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0251453
    setup: 0.0191488 s
    solve: 0.00599654 s
    solve(per iteration): 0.00119931 s
resid in solve_pyamgx: 9.21e-05
time solve_pyamgx: 2.94e-02
time u: 3.55e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.065843e+00
              0             1.82349   5.213949e-02         0.0252
              1              1.8235   2.355343e-03         0.0452
              2              1.8235   4.164454e-04         0.1768
              3              1.8235   8.359550e-05         0.2007
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0798
         Final Residual: 		   8.359550e-05
         Total Reduction in Residual: 	   4.046556e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0239526
    setup: 0.0191488 s
    solve: 0.00480378 s
    solve(per iteration): 0.00120094 s
resid in solve_pyamgx: 8.36e-05
time solve_pyamgx: 5.23e-03
time v: 7.56e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.518698e+00
              0             1.82349   6.534380e-02         0.0259
              1              1.8235   5.085427e-03         0.0778
              2              1.8235   9.991701e-04         0.1965
              3              1.8235   2.506489e-04         0.2509
              4              1.8235   6.292701e-05         0.2511
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1201
         Final Residual: 		   6.292701e-05
         Total Reduction in Residual: 	   2.498394e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0251689
    setup: 0.0191488 s
    solve: 0.0060201 s
    solve(per iteration): 0.00120402 s
resid in solve_pyamgx: 6.29e-05
time solve_pyamgx: 6.44e-03
time w: 8.11e-03
area_out 3.2
flow_in 86.76586881112289 flow_out 86.7645522951092 area_out 3.2 flow_out_new 86.7658688111229 uinc: 0.0004114112542774606
xp.sum(su3d) -1.1946887923386385e-11
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.401624e+00
              0             1.82349   1.425689e+00         0.5936
              1              1.8235   7.212909e-01         0.5059
              2              1.8235   3.622561e-01         0.5022
              3              1.8235   1.895014e-01         0.5231
              4              1.8235   9.849798e-02         0.5198
              5              1.8235   4.989952e-02         0.5066
              6              1.8235   2.658648e-02         0.5328
              7              1.8235   1.486283e-02         0.5590
              8              1.8235   8.248761e-03         0.5550
              9              1.8235   4.620315e-03         0.5601
             10              1.8235   3.234749e-03         0.7001
             11              1.8235   1.971660e-03         0.6095
             12              1.8235   1.120399e-03         0.5683
             13              1.8235   6.082621e-04         0.5429
             14              1.8235   3.234780e-04         0.5318
             15              1.8235   1.640668e-04         0.5072
             16              1.8235   8.545834e-05         0.5209
         --------------------------------------------------------------
         Total Iterations: 17
         Avg Convergence Rate: 		         0.5474
         Final Residual: 		   8.545834e-05
         Total Reduction in Residual: 	   3.558356e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.182755
    setup: 0.138297 s
    solve: 0.0444576 s
    solve(per iteration): 0.00261515 s
resid in solve_px: 8.55e-05
time p: 5.24e-02
time Smag or Wale: 1.19e-06

comm_min_pans:  -1.10e+03, pk_max: 1.38e+03, u2prim_max: 4.10e+00, v2prim_max: 1.53e+00, w2prim_max: 3.42e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.536735712459089 0.8701116742227865 0.6292144821718807
yplus, min,max,mean 27.900441446396467 45.22989481593187 32.70764625783929
uplus, min,max,mean 21.021504571546487 31.99747204353785 24.332600778977774
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0244
           1(D)        69553            701269  0.000145         0.0183
           2(D)         5571            100877   0.00325        0.00246
           3(D)          129               393    0.0236       1.26e-05
         --------------------------------------------------------------
         Grid Complexity: 1.31814
         Operator Complexity: 1.49719
         Total Memory Usage: 0.0451886 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.925973e+00
              0             1.82349   3.897490e-02         0.0099
              1              1.8235   6.350928e-03         0.1629
              2              1.8235   1.605517e-03         0.2528
              3              1.8235   4.332579e-04         0.2699
              4              1.8235   1.214561e-04         0.2803
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1253
         Final Residual: 		   1.214561e-04
         Total Reduction in Residual: 	   3.093657e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0322938
    setup: 0.0250641 s
    solve: 0.0072297 s
    solve(per iteration): 0.00144594 s
resid in solve_pyamgx: 1.21e-04
time solve_pyamgx: 3.67e-02
time k: 4.94e-02
modify_eps, ustar[-2,-2],[2,2] 0.6245912047496635 0.6313126923161421
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0244
           1(D)        69564            702318  0.000145         0.0184
           2(D)         5447             95369   0.00321        0.00234
           3(D)           99               261    0.0266        8.8e-06
         --------------------------------------------------------------
         Grid Complexity: 1.31753
         Operator Complexity: 1.49435
         Total Memory Usage: 0.0450788 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.527786e+02
              0             1.82349   1.184747e+00         0.0034
              1              1.8235   2.466829e-01         0.2082
              2              1.8235   6.018086e-02         0.2440
              3              1.8235   1.527146e-02         0.2538
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0811
         Final Residual: 		   1.527146e-02
         Total Reduction in Residual: 	   4.328908e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0308534
    setup: 0.0250861 s
    solve: 0.00576723 s
    solve(per iteration): 0.00144181 s
resid in solve_pyamgx: 1.53e-02
time solve_pyamgx: 3.52e-02
time eps: 4.23e-02

--time step:  39, iter:0, max residual:1.81e-07, u:7.20e-08, v:6.53e-08, w:4.92e-08, p:1.81e-07, k:7.41e-11, eps:7.28e-12, om:0.00e+00


monitor time step:  39, iter:0, u: 1.54e+01, v: 1.01e-01, w: 1.87e+00, p:-3.57e+00, k: 1.31e+00, eps: 1.90e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  0, umax: 3.22e+01, vismax: 6.65e+02, kmin: 8.15e-02, epsmin: 4.01e-01, ommin: 1.00e+00, fkmax: 4.66e+00

time one iteration: 2.03e-01
modify_u, ustar[-2,-2],[2,2] 0.6245912047496635 0.6313126923161421
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05         0.0239
           1(D)        17930            186778  0.000581        0.00486
           2(D)         1448              5784   0.00276       0.000172
         --------------------------------------------------------------
         Grid Complexity: 1.08192
         Operator Complexity: 1.11708
         Total Memory Usage: 0.0289725 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   6.502513e-02
              0             1.82349   2.182292e-03         0.0336
              1              1.8235   2.915018e-04         0.1336
              2              1.8235   5.830445e-05         0.2000
              3              1.8235   1.544083e-05         0.2648
              4              1.8235   4.039036e-06         0.2616
              5              1.8235   1.130576e-06         0.2799
         --------------------------------------------------------------
         Total Iterations: 6
         Avg Convergence Rate: 		         0.1610
         Final Residual: 		   1.130576e-06
         Total Reduction in Residual: 	   1.738676e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.026455
    setup: 0.0191702 s
    solve: 0.00728474 s
    solve(per iteration): 0.00121412 s
resid in solve_pyamgx: 1.13e-06
time solve_pyamgx: 3.08e-02
time u: 3.52e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.229806e-02
              0             1.82349   1.596426e-03         0.0305
              1              1.8235   2.134528e-04         0.1337
              2              1.8235   3.611788e-05         0.1692
              3              1.8235   9.445640e-06         0.2615
              4              1.8235   2.757154e-06         0.2919
              5              1.8235   7.750200e-07         0.2811
         --------------------------------------------------------------
         Total Iterations: 6
         Avg Convergence Rate: 		         0.1567
         Final Residual: 		   7.750200e-07
         Total Reduction in Residual: 	   1.481929e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0263988
    setup: 0.0191702 s
    solve: 0.00722861 s
    solve(per iteration): 0.00120477 s
resid in solve_pyamgx: 7.75e-07
time solve_pyamgx: 7.76e-03
time v: 9.96e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   7.005313e-02
              0             1.82349   1.815296e-03         0.0259
              1              1.8235   1.917139e-04         0.1056
              2              1.8235   3.524618e-05         0.1838
              3              1.8235   9.095319e-06         0.2581
              4              1.8235   2.366289e-06         0.2602
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1276
         Final Residual: 		   2.366289e-06
         Total Reduction in Residual: 	   3.377849e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0251524
    setup: 0.0191702 s
    solve: 0.00598221 s
    solve(per iteration): 0.00119644 s
resid in solve_pyamgx: 2.37e-06
time solve_pyamgx: 6.40e-03
time w: 8.07e-03
area_out 3.2
flow_in 86.76586881112289 flow_out 86.76455130337222 area_out 3.2 flow_out_new 86.76586881112289 uinc: 0.0004117211720844338
xp.sum(su3d) 6.025624443850575e-12
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   6.184761e-01
              0             1.82349   3.854680e-01         0.6233
              1              1.8235   1.906597e-01         0.4946
              2              1.8235   9.386898e-02         0.4923
              3              1.8235   4.764551e-02         0.5076
              4              1.8235   2.442228e-02         0.5126
              5              1.8235   1.234711e-02         0.5056
              6              1.8235   6.305982e-03         0.5107
              7              1.8235   3.352298e-03         0.5316
              8              1.8235   1.763018e-03         0.5259
              9              1.8235   9.193605e-04         0.5215
             10              1.8235   6.105401e-04         0.6641
             11              1.8235   3.437020e-04         0.5629
             12              1.8235   1.849259e-04         0.5380
             13              1.8235   9.741929e-05         0.5268
             14              1.8235   5.129931e-05         0.5266
             15              1.8235   2.628549e-05         0.5124
         --------------------------------------------------------------
         Total Iterations: 16
         Avg Convergence Rate: 		         0.5331
         Final Residual: 		   2.628549e-05
         Total Reduction in Residual: 	   4.250040e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.180091
    setup: 0.138297 s
    solve: 0.0417939 s
    solve(per iteration): 0.00261212 s
resid in solve_px: 2.63e-05
time p: 4.93e-02
time Smag or Wale: 4.77e-07

comm_min_pans:  -1.14e+03, pk_max: 1.39e+03, u2prim_max: 4.10e+00, v2prim_max: 1.53e+00, w2prim_max: 3.42e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5385719349671079 0.8686192510986517 0.6295684000874512
yplus, min,max,mean 27.99589143673308 45.15231610629581 32.726043517144
uplus, min,max,mean 21.042856367630556 32.00988764311167 24.318913452698652
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0244
           1(D)        69526            700800  0.000145         0.0183
           2(D)         5620            101314   0.00321        0.00248
           3(D)          107               319    0.0279       1.03e-05
         --------------------------------------------------------------
         Grid Complexity: 1.31814
         Operator Complexity: 1.49713
         Total Memory Usage: 0.0451864 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.440321e+00
              0             1.82349   1.817208e-02         0.0053
              1              1.8235   1.153963e-03         0.0635
              2              1.8235   1.672473e-04         0.1449
         --------------------------------------------------------------
         Total Iterations: 3
         Avg Convergence Rate: 		         0.0365
         Final Residual: 		   1.672473e-04
         Total Reduction in Residual: 	   4.861385e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0293412
    setup: 0.0249339 s
    solve: 0.0044073 s
    solve(per iteration): 0.0014691 s
resid in solve_pyamgx: 1.67e-04
time solve_pyamgx: 3.37e-02
time k: 4.62e-02
modify_eps, ustar[-2,-2],[2,2] 0.6246671874529995 0.6312982809577288
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0244
           1(D)        69509            700861  0.000145         0.0183
           2(D)         5419             93527   0.00318        0.00229
           3(D)          101               259    0.0254       8.81e-06
         --------------------------------------------------------------
         Grid Complexity: 1.31719
         Operator Complexity: 1.4923
         Total Memory Usage: 0.0450008 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   8.180711e+01
              0             1.82349   9.693502e-02         0.0012
              1              1.8235   2.151912e-02         0.2220
              2              1.8235   5.401175e-03         0.2510
              3              1.8235   1.463299e-03         0.2709
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0650
         Final Residual: 		   1.463299e-03
         Total Reduction in Residual: 	   1.788718e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0308204
    setup: 0.0250287 s
    solve: 0.00579174 s
    solve(per iteration): 0.00144794 s
resid in solve_pyamgx: 1.46e-03
time solve_pyamgx: 3.51e-02
time eps: 4.21e-02

--time step:  39, iter:1, max residual:6.70e-08, u:8.83e-10, v:6.05e-10, w:1.85e-09, p:6.70e-08, k:1.02e-10, eps:6.98e-13, om:0.00e+00


monitor time step:  39, iter:1, u: 1.54e+01, v: 1.09e-01, w: 1.87e+00, p:-3.59e+00, k: 1.31e+00, eps: 1.90e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  1, umax: 3.22e+01, vismax: 6.68e+02, kmin: 8.16e-02, epsmin: 4.02e-01, ommin: 1.00e+00, fkmax: 5.18e+00

time one iteration: 1.99e-01
vismean_mean 3.9999999999999995e-18
modify_u, ustar[-2,-2],[2,2] 0.6246671874529995 0.6312982809577288
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05         0.0239
           1(D)        17981            187659   0.00058        0.00489
           2(D)         1461              5955   0.00279       0.000177
         --------------------------------------------------------------
         Grid Complexity: 1.08219
         Operator Complexity: 1.11772
         Total Memory Usage: 0.0289993 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.700985e+00
              0             1.82349   6.600974e-02         0.0244
              1              1.8235   7.911290e-03         0.1199
              2              1.8235   1.510691e-03         0.1910
              3              1.8235   3.663322e-04         0.2425
              4              1.8235   9.136287e-05         0.2494
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1276
         Final Residual: 		   9.136287e-05
         Total Reduction in Residual: 	   3.382575e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0250829
    setup: 0.0190422 s
    solve: 0.00604067 s
    solve(per iteration): 0.00120813 s
resid in solve_pyamgx: 9.14e-05
time solve_pyamgx: 2.94e-02
time u: 3.55e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.078708e+00
              0             1.82349   5.230301e-02         0.0252
              1              1.8235   2.377587e-03         0.0455
              2              1.8235   4.123050e-04         0.1734
              3              1.8235   8.308219e-05         0.2015
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0795
         Final Residual: 		   8.308219e-05
         Total Reduction in Residual: 	   3.996819e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0238594
    setup: 0.0190422 s
    solve: 0.00481715 s
    solve(per iteration): 0.00120429 s
resid in solve_pyamgx: 8.31e-05
time solve_pyamgx: 5.23e-03
time v: 7.52e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.554663e+00
              0             1.82349   6.592102e-02         0.0258
              1              1.8235   5.137098e-03         0.0779
              2              1.8235   9.917855e-04         0.1931
              3              1.8235   2.336614e-04         0.2356
              4              1.8235   6.000914e-05         0.2568
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1186
         Final Residual: 		   6.000914e-05
         Total Reduction in Residual: 	   2.349005e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0250464
    setup: 0.0190422 s
    solve: 0.00600413 s
    solve(per iteration): 0.00120083 s
resid in solve_pyamgx: 6.00e-05
time solve_pyamgx: 6.45e-03
time w: 8.06e-03
area_out 3.2
flow_in 86.76586881112289 flow_out 86.76455150565289 area_out 3.2 flow_out_new 86.76586881112289 uinc: 0.00041165795937381233
xp.sum(su3d) 6.524336626512195e-12
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.412895e+00
              0             1.82349   1.425141e+00         0.5906
              1              1.8235   7.190932e-01         0.5046
              2              1.8235   3.599234e-01         0.5005
              3              1.8235   1.881139e-01         0.5226
              4              1.8235   9.742768e-02         0.5179
              5              1.8235   4.912687e-02         0.5042
              6              1.8235   2.607427e-02         0.5308
              7              1.8235   1.454300e-02         0.5578
              8              1.8235   8.037188e-03         0.5526
              9              1.8235   4.486188e-03         0.5582
             10              1.8235   3.134514e-03         0.6987
             11              1.8235   1.908187e-03         0.6088
             12              1.8235   1.083111e-03         0.5676
             13              1.8235   5.872993e-04         0.5422
             14              1.8235   3.118524e-04         0.5310
             15              1.8235   1.584912e-04         0.5082
             16              1.8235   8.322258e-05         0.5251
         --------------------------------------------------------------
         Total Iterations: 17
         Avg Convergence Rate: 		         0.5464
         Final Residual: 		   8.322258e-05
         Total Reduction in Residual: 	   3.449076e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.182815
    setup: 0.138297 s
    solve: 0.0445179 s
    solve(per iteration): 0.0026187 s
resid in solve_px: 8.32e-05
time p: 5.24e-02
time Smag or Wale: 4.77e-07

comm_min_pans:  -1.10e+03, pk_max: 1.39e+03, u2prim_max: 4.07e+00, v2prim_max: 1.51e+00, w2prim_max: 3.36e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5391362756856978 0.8685051406816825 0.6296868122760916
yplus, min,max,mean 28.025226833669304 45.14638445141768 32.73219878548
uplus, min,max,mean 20.94683109150174 32.22431611762355 24.357823086529947
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0244
           1(D)        69499            701019  0.000145         0.0183
           2(D)         5564            101194   0.00327        0.00247
           3(D)          101               251    0.0246       8.64e-06
         --------------------------------------------------------------
         Grid Complexity: 1.31776
         Operator Complexity: 1.49715
         Total Memory Usage: 0.0451825 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.788129e+00
              0             1.82349   3.967018e-02         0.0105
              1              1.8235   6.418570e-03         0.1618
              2              1.8235   1.628864e-03         0.2538
              3              1.8235   4.389732e-04         0.2695
              4              1.8235   1.176431e-04         0.2680
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1254
         Final Residual: 		   1.176431e-04
         Total Reduction in Residual: 	   3.105573e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0322358
    setup: 0.0249598 s
    solve: 0.007276 s
    solve(per iteration): 0.0014552 s
resid in solve_pyamgx: 1.18e-04
time solve_pyamgx: 3.66e-02
time k: 4.94e-02
modify_eps, ustar[-2,-2],[2,2] 0.624850860670967 0.6312573968175186
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0244
           1(D)        69496            700526  0.000145         0.0183
           2(D)         5434             94458    0.0032        0.00232
           3(D)           85               213    0.0295       7.31e-06
         --------------------------------------------------------------
         Grid Complexity: 1.31713
         Operator Complexity: 1.49264
         Total Memory Usage: 0.0450124 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   4.356551e+02
              0             1.82349   1.188089e+00         0.0027
              1              1.8235   2.509104e-01         0.2112
              2              1.8235   6.179288e-02         0.2463
              3              1.8235   1.531000e-02         0.2478
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0770
         Final Residual: 		   1.531000e-02
         Total Reduction in Residual: 	   3.514247e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0306683
    setup: 0.0248504 s
    solve: 0.00581789 s
    solve(per iteration): 0.00145447 s
resid in solve_pyamgx: 1.53e-02
time solve_pyamgx: 3.52e-02
time eps: 4.21e-02

--time step:  40, iter:0, max residual:1.76e-07, u:7.14e-08, v:6.49e-08, w:4.69e-08, p:1.76e-07, k:7.18e-11, eps:7.30e-12, om:0.00e+00


monitor time step:  40, iter:0, u: 1.55e+01, v: 7.90e-02, w: 1.91e+00, p:-3.17e+00, k: 1.31e+00, eps: 1.90e+02, om: 1.00e+00


-- cfl_max_x: 4.02e-01, cfl_max_y: 5.21e-01, at i=  6, j=  1


No of points cfl_x > 1:  0, No of points cfl_y > 1:  0


--time step:  1.17e-03, iter:  0, umax: 3.22e+01, vismax: 6.68e+02, kmin: 7.91e-02, epsmin: 3.99e-01, ommin: 1.00e+00, fkmax: 4.63e+00

time one iteration: 2.04e-01
time every 10th time steps: 4.02e+00
modify_u, ustar[-2,-2],[2,2] 0.624850860670967 0.6312573968175186
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05         0.0239
           1(D)        17995            188091  0.000581         0.0049
           2(D)         1463              5891   0.00275       0.000175
         --------------------------------------------------------------
         Grid Complexity: 1.08226
         Operator Complexity: 1.11794
         Total Memory Usage: 0.0290083 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   6.418915e-02
              0             1.82349   2.149328e-03         0.0335
              1              1.8235   2.857110e-04         0.1329
              2              1.8235   5.736490e-05         0.2008
              3              1.8235   1.516302e-05         0.2643
              4              1.8235   3.944458e-06         0.2601
              5              1.8235   1.040812e-06         0.2639
         --------------------------------------------------------------
         Total Iterations: 6
         Avg Convergence Rate: 		         0.1591
         Final Residual: 		   1.040812e-06
         Total Reduction in Residual: 	   1.621476e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0263723
    setup: 0.0190836 s
    solve: 0.00728874 s
    solve(per iteration): 0.00121479 s
resid in solve_pyamgx: 1.04e-06
time solve_pyamgx: 3.09e-02
time u: 3.53e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.221592e-02
              0             1.82349   1.597410e-03         0.0306
              1              1.8235   2.178516e-04         0.1364
              2              1.8235   3.677841e-05         0.1688
              3              1.8235   9.555664e-06         0.2598
              4              1.8235   2.726498e-06         0.2853
              5              1.8235   7.534993e-07         0.2764
         --------------------------------------------------------------
         Total Iterations: 6
         Avg Convergence Rate: 		         0.1560
         Final Residual: 		   7.534993e-07
         Total Reduction in Residual: 	   1.443045e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0263845
    setup: 0.0190836 s
    solve: 0.00730099 s
    solve(per iteration): 0.00121683 s
resid in solve_pyamgx: 7.53e-07
time solve_pyamgx: 7.76e-03
time v: 1.01e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   6.918952e-02
              0             1.82349   1.798979e-03         0.0260
              1              1.8235   1.895233e-04         0.1054
              2              1.8235   3.483443e-05         0.1838
              3              1.8235   9.027441e-06         0.2592
              4              1.8235   2.369044e-06         0.2624
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1279
         Final Residual: 		   2.369044e-06
         Total Reduction in Residual: 	   3.423992e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0250796
    setup: 0.0190836 s
    solve: 0.00599606 s
    solve(per iteration): 0.00119921 s
resid in solve_pyamgx: 2.37e-06
time solve_pyamgx: 6.49e-03
time w: 8.12e-03
area_out 3.2
flow_in 86.76586881112289 flow_out 86.76455055566123 area_out 3.2 flow_out_new 86.7658688111229 uinc: 0.0004119548317671473
xp.sum(su3d) -1.1040501846082407e-11
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   6.152130e-01
              0             1.82349   3.869636e-01         0.6290
              1              1.8235   1.912978e-01         0.4944
              2              1.8235   9.414978e-02         0.4922
              3              1.8235   4.796911e-02         0.5095
              4              1.8235   2.459369e-02         0.5127
              5              1.8235   1.242820e-02         0.5053
              6              1.8235   6.372456e-03         0.5127
              7              1.8235   3.409497e-03         0.5350
              8              1.8235   1.802696e-03         0.5287
              9              1.8235   9.439890e-04         0.5237
             10              1.8235   6.283351e-04         0.6656
             11              1.8235   3.568175e-04         0.5679
             12              1.8235   1.938956e-04         0.5434
             13              1.8235   1.028479e-04         0.5304
             14              1.8235   5.407445e-05         0.5258
             15              1.8235   2.787116e-05         0.5154
         --------------------------------------------------------------
         Total Iterations: 16
         Avg Convergence Rate: 		         0.5352
         Final Residual: 		   2.787116e-05
         Total Reduction in Residual: 	   4.530327e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.180156
    setup: 0.138297 s
    solve: 0.0418591 s
    solve(per iteration): 0.00261619 s
resid in solve_px: 2.79e-05
time p: 4.97e-02
time Smag or Wale: 4.77e-07

comm_min_pans:  -1.14e+03, pk_max: 1.40e+03, u2prim_max: 4.07e+00, v2prim_max: 1.51e+00, w2prim_max: 3.36e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5408186714469093 0.870930875986308 0.6300309565492538
yplus, min,max,mean 28.11268064629208 45.272478326410805 32.75008799411582
uplus, min,max,mean 20.972828343418733 32.259361214661496 24.344385465901823
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0244
           1(D)        69451            700669  0.000145         0.0183
           2(D)         5633            102553   0.00323         0.0025
           3(D)           98               248    0.0258       8.48e-06
         --------------------------------------------------------------
         Grid Complexity: 1.31784
         Operator Complexity: 1.49777
         Total Memory Usage: 0.045206 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.480561e+00
              0             1.82349   1.685073e-02         0.0048
              1              1.8235   1.110739e-03         0.0659
              2              1.8235   1.659553e-04         0.1494
         --------------------------------------------------------------
         Total Iterations: 3
         Avg Convergence Rate: 		         0.0363
         Final Residual: 		   1.659553e-04
         Total Reduction in Residual: 	   4.768061e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0293108
    setup: 0.0248996 s
    solve: 0.00441117 s
    solve(per iteration): 0.00147039 s
resid in solve_pyamgx: 1.66e-04
time solve_pyamgx: 3.37e-02
time k: 4.63e-02
modify_eps, ustar[-2,-2],[2,2] 0.6249244799531412 0.6312364190847647
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0244
           1(D)        69520            700898  0.000145         0.0183
           2(D)         5444             95266   0.00321        0.00233
           3(D)           96               260    0.0282       8.69e-06
         --------------------------------------------------------------
         Grid Complexity: 1.31732
         Operator Complexity: 1.4934
         Total Memory Usage: 0.0450421 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   1.032255e+02
              0             1.82349   1.106286e-01         0.0011
              1              1.8235   2.667787e-02         0.2411
              2              1.8235   6.613748e-03         0.2479
              3              1.8235   1.691863e-03         0.2558
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0636
         Final Residual: 		   1.691863e-03
         Total Reduction in Residual: 	   1.638998e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0308353
    setup: 0.0250415 s
    solve: 0.00579379 s
    solve(per iteration): 0.00144845 s
resid in solve_pyamgx: 1.69e-03
time solve_pyamgx: 3.52e-02
time eps: 4.22e-02

--time step:  40, iter:1, max residual:6.95e-08, u:8.13e-10, v:5.89e-10, w:1.85e-09, p:6.95e-08, k:1.01e-10, eps:8.07e-13, om:0.00e+00


monitor time step:  40, iter:1, u: 1.55e+01, v: 8.76e-02, w: 1.91e+00, p:-3.17e+00, k: 1.32e+00, eps: 1.91e+02, om: 1.00e+00


-- cfl_max_x: 4.02e-01, cfl_max_y: 5.20e-01, at i=  6, j=  1


No of points cfl_x > 1:  0, No of points cfl_y > 1:  0


--time step:  1.17e-03, iter:  1, umax: 3.22e+01, vismax: 6.69e+02, kmin: 7.92e-02, epsmin: 3.99e-01, ommin: 1.00e+00, fkmax: 5.10e+00

time one iteration: 2.01e-01
vismean_mean 3.902439024390244e-18
modify_u, ustar[-2,-2],[2,2] 0.6249244799531412 0.6312364190847647
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05         0.0239
           1(D)        17986            187498   0.00058        0.00488
           2(D)         1504              6168   0.00273       0.000183
         --------------------------------------------------------------
         Grid Complexity: 1.08239
         Operator Complexity: 1.11775
         Total Memory Usage: 0.0290026 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.734359e+00
              0             1.82349   6.688797e-02         0.0245
              1              1.8235   8.159828e-03         0.1220
              2              1.8235   1.585076e-03         0.1943
              3              1.8235   3.938547e-04         0.2485
              4              1.8235   9.713977e-05         0.2466
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1289
         Final Residual: 		   9.713977e-05
         Total Reduction in Residual: 	   3.552561e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0251436
    setup: 0.0191184 s
    solve: 0.00602522 s
    solve(per iteration): 0.00120504 s
resid in solve_pyamgx: 9.71e-05
time solve_pyamgx: 2.95e-02
time u: 3.55e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.091480e+00
              0             1.82349   5.246501e-02         0.0251
              1              1.8235   2.368430e-03         0.0451
              2              1.8235   4.093332e-04         0.1728
              3              1.8235   8.615317e-05         0.2105
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0801
         Final Residual: 		   8.615317e-05
         Total Reduction in Residual: 	   4.119245e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.02399
    setup: 0.0191184 s
    solve: 0.00487168 s
    solve(per iteration): 0.00121792 s
resid in solve_pyamgx: 8.62e-05
time solve_pyamgx: 5.42e-03
time v: 7.69e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.589694e+00
              0             1.82349   6.640404e-02         0.0256
              1              1.8235   5.162329e-03         0.0777
              2              1.8235   1.057529e-03         0.2049
              3              1.8235   2.566445e-04         0.2427
              4              1.8235   6.330323e-05         0.2467
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1196
         Final Residual: 		   6.330323e-05
         Total Reduction in Residual: 	   2.444429e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0252707
    setup: 0.0191184 s
    solve: 0.00615235 s
    solve(per iteration): 0.00123047 s
resid in solve_pyamgx: 6.33e-05
time solve_pyamgx: 6.71e-03
time w: 8.51e-03
area_out 3.2
flow_in 86.76586881112287 flow_out 86.76455074337412 area_out 3.2 flow_out_new 86.76586881112287 uinc: 0.00041189617148607027
xp.sum(su3d) 1.2057688181243975e-11
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.426769e+00
              0             1.82349   1.424100e+00         0.5868
              1              1.8235   7.184978e-01         0.5045
              2              1.8235   3.581240e-01         0.4984
              3              1.8235   1.871159e-01         0.5225
              4              1.8235   9.655250e-02         0.5160
              5              1.8235   4.857419e-02         0.5031
              6              1.8235   2.570341e-02         0.5292
              7              1.8235   1.432357e-02         0.5573
              8              1.8235   7.899387e-03         0.5515
              9              1.8235   4.392636e-03         0.5561
             10              1.8235   3.059062e-03         0.6964
             11              1.8235   1.857413e-03         0.6072
             12              1.8235   1.053559e-03         0.5672
             13              1.8235   5.696819e-04         0.5407
             14              1.8235   3.022225e-04         0.5305
             15              1.8235   1.539437e-04         0.5094
             16              1.8235   8.157092e-05         0.5299
         --------------------------------------------------------------
         Total Iterations: 17
         Avg Convergence Rate: 		         0.5456
         Final Residual: 		   8.157092e-05
         Total Reduction in Residual: 	   3.361298e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.182999
    setup: 0.138297 s
    solve: 0.0447017 s
    solve(per iteration): 0.00262951 s
resid in solve_px: 8.16e-05
time p: 5.26e-02
time Smag or Wale: 4.77e-07

comm_min_pans:  -1.07e+03, pk_max: 1.40e+03, u2prim_max: 4.05e+00, v2prim_max: 1.49e+00, w2prim_max: 3.30e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5414212686820619 0.8736096893893324 0.6301574199948373
yplus, min,max,mean 28.144004682470154 45.41172763433271 32.756661780574795
uplus, min,max,mean 20.88469881687395 32.57095579611303 24.38244633443998
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0244
           1(D)        69474            700606  0.000145         0.0183
           2(D)         5649            103025   0.00323        0.00251
           3(D)          114               328    0.0252       1.07e-05
         --------------------------------------------------------------
         Grid Complexity: 1.31807
         Operator Complexity: 1.49807
         Total Memory Usage: 0.0452196 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   4.396791e+00
              0             1.82349   3.883505e-02         0.0088
              1              1.8235   6.508257e-03         0.1676
              2              1.8235   1.643238e-03         0.2525
              3              1.8235   4.389044e-04         0.2671
              4              1.8235   1.216277e-04         0.2771
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1226
         Final Residual: 		   1.216277e-04
         Total Reduction in Residual: 	   2.766283e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0322835
    setup: 0.0250723 s
    solve: 0.0072112 s
    solve(per iteration): 0.00144224 s
resid in solve_pyamgx: 1.22e-04
time solve_pyamgx: 3.67e-02
time k: 4.96e-02
modify_eps, ustar[-2,-2],[2,2] 0.6251007298154145 0.631181570650595
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0244
           1(D)        69514            700466  0.000145         0.0183
           2(D)         5440             96008   0.00324        0.00235
           3(D)           91               221    0.0267       7.67e-06
         --------------------------------------------------------------
         Grid Complexity: 1.31726
         Operator Complexity: 1.49357
         Total Memory Usage: 0.0450474 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   4.077852e+02
              0             1.82349   1.182309e+00         0.0029
              1              1.8235   2.420337e-01         0.2047
              2              1.8235   5.683965e-02         0.2348
              3              1.8235   1.411334e-02         0.2483
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0767
         Final Residual: 		   1.411334e-02
         Total Reduction in Residual: 	   3.460973e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0308858
    setup: 0.025088 s
    solve: 0.00579779 s
    solve(per iteration): 0.00144945 s
resid in solve_pyamgx: 1.41e-02
time solve_pyamgx: 3.52e-02
time eps: 4.22e-02

--time step:  41, iter:0, max residual:1.70e-07, u:7.59e-08, v:6.73e-08, w:4.95e-08, p:1.70e-07, k:7.42e-11, eps:6.73e-12, om:0.00e+00


monitor time step:  41, iter:0, u: 1.56e+01, v: 5.61e-02, w: 1.94e+00, p:-2.69e+00, k: 1.32e+00, eps: 1.91e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  0, umax: 3.22e+01, vismax: 6.70e+02, kmin: 7.68e-02, epsmin: 3.96e-01, ommin: 1.00e+00, fkmax: 4.53e+00

time one iteration: 2.04e-01
modify_u, ustar[-2,-2],[2,2] 0.6251007298154145 0.631181570650595
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05         0.0239
           1(D)        18009            188067   0.00058         0.0049
           2(D)         1505              6143   0.00271       0.000182
         --------------------------------------------------------------
         Grid Complexity: 1.0825
         Operator Complexity: 1.11808
         Total Memory Usage: 0.029016 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   6.481708e-02
              0             1.82349   2.158869e-03         0.0333
              1              1.8235   2.858889e-04         0.1324
              2              1.8235   5.916305e-05         0.2069
              3              1.8235   1.545076e-05         0.2612
              4              1.8235   4.168472e-06         0.2698
              5              1.8235   1.178212e-06         0.2826
         --------------------------------------------------------------
         Total Iterations: 6
         Avg Convergence Rate: 		         0.1622
         Final Residual: 		   1.178212e-06
         Total Reduction in Residual: 	   1.817749e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0264342
    setup: 0.0191699 s
    solve: 0.00726432 s
    solve(per iteration): 0.00121072 s
resid in solve_pyamgx: 1.18e-06
time solve_pyamgx: 3.08e-02
time u: 3.54e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.191755e-02
              0             1.82349   1.594452e-03         0.0307
              1              1.8235   2.204754e-04         0.1383
              2              1.8235   3.666883e-05         0.1663
              3              1.8235   9.352333e-06         0.2550
              4              1.8235   2.636486e-06         0.2819
              5              1.8235   7.066299e-07         0.2680
         --------------------------------------------------------------
         Total Iterations: 6
         Avg Convergence Rate: 		         0.1545
         Final Residual: 		   7.066299e-07
         Total Reduction in Residual: 	   1.361062e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0264242
    setup: 0.0191699 s
    solve: 0.0072543 s
    solve(per iteration): 0.00120905 s
resid in solve_pyamgx: 7.07e-07
time solve_pyamgx: 7.80e-03
time v: 1.01e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   7.001985e-02
              0             1.82349   1.812589e-03         0.0259
              1              1.8235   1.870862e-04         0.1032
              2              1.8235   3.437138e-05         0.1837
              3              1.8235   9.076242e-06         0.2641
              4              1.8235   2.467763e-06         0.2719
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1287
         Final Residual: 		   2.467763e-06
         Total Reduction in Residual: 	   3.524376e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0251736
    setup: 0.0191699 s
    solve: 0.00600371 s
    solve(per iteration): 0.00120074 s
resid in solve_pyamgx: 2.47e-06
time solve_pyamgx: 6.47e-03
time w: 8.18e-03
area_out 3.2
flow_in 86.76586881112287 flow_out 86.76454982366202 area_out 3.2 flow_out_new 86.76586881112284 uinc: 0.00041218358151517975
xp.sum(su3d) 2.727573722438592e-11
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   6.185282e-01
              0             1.82349   3.884250e-01         0.6280
              1              1.8235   1.915600e-01         0.4932
              2              1.8235   9.432603e-02         0.4924
              3              1.8235   4.815888e-02         0.5106
              4              1.8235   2.470076e-02         0.5129
              5              1.8235   1.248877e-02         0.5056
              6              1.8235   6.443215e-03         0.5159
              7              1.8235   3.472100e-03         0.5389
              8              1.8235   1.846285e-03         0.5317
              9              1.8235   9.716954e-04         0.5263
             10              1.8235   6.490372e-04         0.6679
             11              1.8235   3.720820e-04         0.5733
             12              1.8235   2.034200e-04         0.5467
             13              1.8235   1.084968e-04         0.5334
             14              1.8235   5.681646e-05         0.5237
             15              1.8235   2.948877e-05         0.5190
         --------------------------------------------------------------
         Total Iterations: 16
         Avg Convergence Rate: 		         0.5369
         Final Residual: 		   2.948877e-05
         Total Reduction in Residual: 	   4.767572e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.180107
    setup: 0.138297 s
    solve: 0.0418099 s
    solve(per iteration): 0.00261312 s
resid in solve_px: 2.95e-05
time p: 4.95e-02
time Smag or Wale: 4.77e-07

comm_min_pans:  -1.14e+03, pk_max: 1.41e+03, u2prim_max: 4.05e+00, v2prim_max: 1.49e+00, w2prim_max: 3.30e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5428917752812812 0.8740648746575672 0.6305311820367792
yplus, min,max,mean 28.22044413361099 45.43538894404036 32.776090571549595
uplus, min,max,mean 20.90313291239135 32.59877179437153 24.367737201395254
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0244
           1(D)        69447            700515  0.000145         0.0183
           2(D)         5696            106014   0.00327        0.00258
           3(D)          114               334    0.0257       1.09e-05
         --------------------------------------------------------------
         Grid Complexity: 1.31815
         Operator Complexity: 1.49987
         Total Memory Usage: 0.0452856 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.608853e+00
              0             1.82349   1.790839e-02         0.0050
              1              1.8235   1.163388e-03         0.0650
              2              1.8235   1.636961e-04         0.1407
         --------------------------------------------------------------
         Total Iterations: 3
         Avg Convergence Rate: 		         0.0357
         Final Residual: 		   1.636961e-04
         Total Reduction in Residual: 	   4.535959e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0296317
    setup: 0.0252129 s
    solve: 0.00441882 s
    solve(per iteration): 0.00147294 s
resid in solve_pyamgx: 1.64e-04
time solve_pyamgx: 3.40e-02
time k: 4.66e-02
modify_eps, ustar[-2,-2],[2,2] 0.6251719213619966 0.6311533445339387
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0244
           1(D)        69557            702041  0.000145         0.0184
           2(D)         5553             97857   0.00317         0.0024
           3(D)           86               240    0.0324       7.94e-06
         --------------------------------------------------------------
         Grid Complexity: 1.31789
         Operator Complexity: 1.4957
         Total Memory Usage: 0.0451323 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   1.509870e+02
              0             1.82349   1.198957e-01         0.0008
              1              1.8235   2.549828e-02         0.2127
              2              1.8235   6.311341e-03         0.2475
         --------------------------------------------------------------
         Total Iterations: 3
         Avg Convergence Rate: 		         0.0347
         Final Residual: 		   6.311341e-03
         Total Reduction in Residual: 	   4.180057e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0295364
    setup: 0.0251026 s
    solve: 0.00443382 s
    solve(per iteration): 0.00147794 s
resid in solve_pyamgx: 6.31e-03
time solve_pyamgx: 3.40e-02
time eps: 4.11e-02

--time step:  41, iter:1, max residual:7.23e-08, u:9.20e-10, v:5.52e-10, w:1.93e-09, p:7.23e-08, k:9.99e-11, eps:3.01e-12, om:0.00e+00


monitor time step:  41, iter:1, u: 1.56e+01, v: 6.54e-02, w: 1.94e+00, p:-2.65e+00, k: 1.32e+00, eps: 1.91e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  1, umax: 3.22e+01, vismax: 6.71e+02, kmin: 7.69e-02, epsmin: 3.96e-01, ommin: 1.00e+00, fkmax: 4.91e+00

time one iteration: 1.99e-01
vismean_mean 3.809523809523809e-18
modify_u, ustar[-2,-2],[2,2] 0.6251719213619966 0.6311533445339387
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05         0.0239
           1(D)        18021            188027  0.000579         0.0049
           2(D)         1569              6337   0.00257       0.000188
         --------------------------------------------------------------
         Grid Complexity: 1.08282
         Operator Complexity: 1.11817
         Total Memory Usage: 0.029023 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.768062e+00
              0             1.82349   6.758457e-02         0.0244
              1              1.8235   8.163444e-03         0.1208
              2              1.8235   1.546729e-03         0.1895
              3              1.8235   3.756130e-04         0.2428
              4              1.8235   9.053075e-05         0.2410
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1267
         Final Residual: 		   9.053075e-05
         Total Reduction in Residual: 	   3.270546e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0251504
    setup: 0.0191266 s
    solve: 0.00602384 s
    solve(per iteration): 0.00120477 s
resid in solve_pyamgx: 9.05e-05
time solve_pyamgx: 2.96e-02
time u: 3.58e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.104207e+00
              0             1.82349   5.264635e-02         0.0250
              1              1.8235   2.360783e-03         0.0448
              2              1.8235   4.148722e-04         0.1757
              3              1.8235   8.652495e-05         0.2086
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0801
         Final Residual: 		   8.652495e-05
         Total Reduction in Residual: 	   4.111999e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0239968
    setup: 0.0191266 s
    solve: 0.00487021 s
    solve(per iteration): 0.00121755 s
resid in solve_pyamgx: 8.65e-05
time solve_pyamgx: 5.33e-03
time v: 7.65e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.623048e+00
              0             1.82349   6.688019e-02         0.0255
              1              1.8235   5.239214e-03         0.0783
              2              1.8235   1.078644e-03         0.2059
              3              1.8235   2.645141e-04         0.2452
              4              1.8235   6.497214e-05         0.2456
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1199
         Final Residual: 		   6.497214e-05
         Total Reduction in Residual: 	   2.476971e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.025139
    setup: 0.0191266 s
    solve: 0.00601242 s
    solve(per iteration): 0.00120248 s
resid in solve_pyamgx: 6.50e-05
time solve_pyamgx: 6.60e-03
time w: 8.28e-03
area_out 3.2
flow_in 86.76586881112289 flow_out 86.76454998442611 area_out 3.2 flow_out_new 86.76586881112289 uinc: 0.00041213334274203817
xp.sum(su3d) -4.589661983800397e-13
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.425368e+00
              0             1.82349   1.420974e+00         0.5859
              1              1.8235   7.158036e-01         0.5037
              2              1.8235   3.557037e-01         0.4969
              3              1.8235   1.855942e-01         0.5218
              4              1.8235   9.565936e-02         0.5154
              5              1.8235   4.802927e-02         0.5021
              6              1.8235   2.535663e-02         0.5279
              7              1.8235   1.411440e-02         0.5566
              8              1.8235   7.764902e-03         0.5501
              9              1.8235   4.303275e-03         0.5542
             10              1.8235   2.986732e-03         0.6941
             11              1.8235   1.809915e-03         0.6060
             12              1.8235   1.022684e-03         0.5650
             13              1.8235   5.501225e-04         0.5379
             14              1.8235   2.913645e-04         0.5296
             15              1.8235   1.490054e-04         0.5114
             16              1.8235   7.968840e-05         0.5348
         --------------------------------------------------------------
         Total Iterations: 17
         Avg Convergence Rate: 		         0.5448
         Final Residual: 		   7.968840e-05
         Total Reduction in Residual: 	   3.285621e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.182767
    setup: 0.138297 s
    solve: 0.0444703 s
    solve(per iteration): 0.0026159 s
resid in solve_px: 7.97e-05
time p: 5.22e-02
time Smag or Wale: 7.15e-07

comm_min_pans:  -1.10e+03, pk_max: 1.41e+03, u2prim_max: 4.03e+00, v2prim_max: 1.47e+00, w2prim_max: 3.25e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5434799680049393 0.8743555144857608 0.6306684533062775
yplus, min,max,mean 28.25101939861512 45.45049690000505 32.78322616720313
uplus, min,max,mean 20.836643443766793 32.63195586396517 24.404699484404233
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0244
           1(D)        69466            701776  0.000145         0.0184
           2(D)         5620            103080   0.00326        0.00251
           3(D)           95               301    0.0334       9.57e-06
         --------------------------------------------------------------
         Grid Complexity: 1.31783
         Operator Complexity: 1.49881
         Total Memory Usage: 0.0452436 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.529199e+00
              0             1.82349   3.921736e-02         0.0111
              1              1.8235   6.624067e-03         0.1689
              2              1.8235   1.680515e-03         0.2537
              3              1.8235   4.639206e-04         0.2761
              4              1.8235   1.337317e-04         0.2883
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1305
         Final Residual: 		   1.337317e-04
         Total Reduction in Residual: 	   3.789295e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0322195
    setup: 0.0249917 s
    solve: 0.00722774 s
    solve(per iteration): 0.00144555 s
resid in solve_pyamgx: 1.34e-04
time solve_pyamgx: 3.65e-02
time k: 4.91e-02
modify_eps, ustar[-2,-2],[2,2] 0.6253408344516319 0.6310838731557794
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0244
           1(D)        69480            701330  0.000145         0.0183
           2(D)         5517             97971   0.00322         0.0024
           3(D)           90               242    0.0299       8.11e-06
         --------------------------------------------------------------
         Grid Complexity: 1.31743
         Operator Complexity: 1.49534
         Total Memory Usage: 0.0451133 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.774019e+02
              0             1.82349   1.170386e+00         0.0031
              1              1.8235   2.381461e-01         0.2035
              2              1.8235   5.845406e-02         0.2455
              3              1.8235   1.586594e-02         0.2714
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0805
         Final Residual: 		   1.586594e-02
         Total Reduction in Residual: 	   4.203991e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0306876
    setup: 0.0248754 s
    solve: 0.00581222 s
    solve(per iteration): 0.00145306 s
resid in solve_pyamgx: 1.59e-02
time solve_pyamgx: 3.50e-02
time eps: 4.20e-02

--time step:  42, iter:0, max residual:1.65e-07, u:7.07e-08, v:6.76e-08, w:5.08e-08, p:1.65e-07, k:8.16e-11, eps:7.57e-12, om:0.00e+00


monitor time step:  42, iter:0, u: 1.58e+01, v: 3.26e-02, w: 1.97e+00, p:-2.11e+00, k: 1.32e+00, eps: 1.92e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  0, umax: 3.22e+01, vismax: 6.72e+02, kmin: 7.46e-02, epsmin: 3.94e-01, ommin: 1.00e+00, fkmax: 4.34e+00

time one iteration: 2.03e-01
modify_u, ustar[-2,-2],[2,2] 0.6253408344516319 0.6310838731557794
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05         0.0239
           1(D)        18040            188490  0.000579        0.00491
           2(D)         1554              6362   0.00263       0.000189
         --------------------------------------------------------------
         Grid Complexity: 1.08283
         Operator Complexity: 1.11847
         Total Memory Usage: 0.0290342 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   6.626830e-02
              0             1.82349   2.165428e-03         0.0327
              1              1.8235   2.797326e-04         0.1292
              2              1.8235   5.492741e-05         0.1964
              3              1.8235   1.484546e-05         0.2703
              4              1.8235   3.904326e-06         0.2630
              5              1.8235   1.039773e-06         0.2663
         --------------------------------------------------------------
         Total Iterations: 6
         Avg Convergence Rate: 		         0.1582
         Final Residual: 		   1.039773e-06
         Total Reduction in Residual: 	   1.569035e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0264536
    setup: 0.0191208 s
    solve: 0.00733286 s
    solve(per iteration): 0.00122214 s
resid in solve_pyamgx: 1.04e-06
time solve_pyamgx: 3.09e-02
time u: 3.53e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.215552e-02
              0             1.82349   1.602244e-03         0.0307
              1              1.8235   2.233556e-04         0.1394
              2              1.8235   3.674739e-05         0.1645
              3              1.8235   9.212689e-06         0.2507
              4              1.8235   2.612243e-06         0.2835
              5              1.8235   6.875038e-07         0.2632
         --------------------------------------------------------------
         Total Iterations: 6
         Avg Convergence Rate: 		         0.1537
         Final Residual: 		   6.875038e-07
         Total Reduction in Residual: 	   1.318180e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0264178
    setup: 0.0191208 s
    solve: 0.00729702 s
    solve(per iteration): 0.00121617 s
resid in solve_pyamgx: 6.88e-07
time solve_pyamgx: 7.80e-03
time v: 1.02e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   6.927991e-02
              0             1.82349   1.801076e-03         0.0260
              1              1.8235   1.861081e-04         0.1033
              2              1.8235   3.400013e-05         0.1827
              3              1.8235   9.142147e-06         0.2689
              4              1.8235   2.492265e-06         0.2726
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1292
         Final Residual: 		   2.492265e-06
         Total Reduction in Residual: 	   3.597384e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0251519
    setup: 0.0191208 s
    solve: 0.00603114 s
    solve(per iteration): 0.00120623 s
resid in solve_pyamgx: 2.49e-06
time solve_pyamgx: 6.47e-03
time w: 8.11e-03
area_out 3.2
flow_in 86.76586881112289 flow_out 86.7645491010683 area_out 3.2 flow_out_new 86.7658688111229 uinc: 0.0004124093920587768
xp.sum(su3d) -3.5487168759118504e-12
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   6.376612e-01
              0             1.82349   3.909107e-01         0.6130
              1              1.8235   1.922402e-01         0.4918
              2              1.8235   9.442919e-02         0.4912
              3              1.8235   4.817320e-02         0.5102
              4              1.8235   2.466149e-02         0.5119
              5              1.8235   1.247496e-02         0.5058
              6              1.8235   6.460935e-03         0.5179
              7              1.8235   3.494847e-03         0.5409
              8              1.8235   1.867607e-03         0.5344
              9              1.8235   9.852370e-04         0.5275
             10              1.8235   6.574382e-04         0.6673
             11              1.8235   3.785140e-04         0.5757
             12              1.8235   2.073567e-04         0.5478
             13              1.8235   1.102536e-04         0.5317
             14              1.8235   5.747044e-05         0.5213
             15              1.8235   2.969081e-05         0.5166
         --------------------------------------------------------------
         Total Iterations: 16
         Avg Convergence Rate: 		         0.5361
         Final Residual: 		   2.969081e-05
         Total Reduction in Residual: 	   4.656204e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.180099
    setup: 0.138297 s
    solve: 0.0418016 s
    solve(per iteration): 0.0026126 s
resid in solve_px: 2.97e-05
time p: 4.97e-02
time Smag or Wale: 4.77e-07

comm_min_pans:  -1.14e+03, pk_max: 1.42e+03, u2prim_max: 4.03e+00, v2prim_max: 1.47e+00, w2prim_max: 3.25e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5446905196581147 0.8732783001198698 0.6309694672778278
yplus, min,max,mean 28.31394594651058 45.39450145263103 32.7988733889043
uplus, min,max,mean 20.849176824004243 32.65102641110093 24.392877278813717
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0244
           1(D)        69511            702057  0.000145         0.0184
           2(D)         5655            105249   0.00329        0.00256
           3(D)          105               301    0.0273       9.87e-06
         --------------------------------------------------------------
         Grid Complexity: 1.31821
         Operator Complexity: 1.50033
         Total Memory Usage: 0.045303 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.455627e+00
              0             1.82349   1.660920e-02         0.0048
              1              1.8235   1.145632e-03         0.0690
              2              1.8235   1.623903e-04         0.1417
         --------------------------------------------------------------
         Total Iterations: 3
         Avg Convergence Rate: 		         0.0361
         Final Residual: 		   1.623903e-04
         Total Reduction in Residual: 	   4.699300e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0293253
    setup: 0.0248996 s
    solve: 0.0044257 s
    solve(per iteration): 0.00147523 s
resid in solve_pyamgx: 1.62e-04
time solve_pyamgx: 3.37e-02
time k: 4.62e-02
modify_eps, ustar[-2,-2],[2,2] 0.6254095471241811 0.6310477417372938
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0244
           1(D)        69434            700628  0.000145         0.0183
           2(D)         5473             97981   0.00327         0.0024
           3(D)           77               177    0.0299       6.27e-06
         --------------------------------------------------------------
         Grid Complexity: 1.317
         Operator Complexity: 1.49487
         Total Memory Usage: 0.0450911 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   9.958319e+01
              0             1.82349   1.086841e-01         0.0011
              1              1.8235   2.459401e-02         0.2263
              2              1.8235   6.023049e-03         0.2449
              3              1.8235   1.620857e-03         0.2691
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0635
         Final Residual: 		   1.620857e-03
         Total Reduction in Residual: 	   1.627641e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.03075
    setup: 0.0249441 s
    solve: 0.00580595 s
    solve(per iteration): 0.00145149 s
resid in solve_pyamgx: 1.62e-03
time solve_pyamgx: 3.51e-02
time eps: 4.21e-02

--time step:  42, iter:1, max residual:7.28e-08, u:8.12e-10, v:5.37e-10, w:1.95e-09, p:7.28e-08, k:9.91e-11, eps:7.73e-13, om:0.00e+00


monitor time step:  42, iter:1, u: 1.58e+01, v: 4.26e-02, w: 1.97e+00, p:-2.05e+00, k: 1.32e+00, eps: 1.92e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  1, umax: 3.22e+01, vismax: 6.73e+02, kmin: 7.47e-02, epsmin: 3.94e-01, ommin: 1.00e+00, fkmax: 5.20e+00

time one iteration: 2.00e-01
vismean_mean 3.720930232558139e-18
modify_u, ustar[-2,-2],[2,2] 0.6254095471241811 0.6310477417372938
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05         0.0239
           1(D)        18057            188839  0.000579        0.00492
           2(D)         1565              6499   0.00265       0.000192
         --------------------------------------------------------------
         Grid Complexity: 1.08295
         Operator Complexity: 1.11877
         Total Memory Usage: 0.0290464 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.802016e+00
              0             1.82349   6.811920e-02         0.0243
              1              1.8235   8.150243e-03         0.1196
              2              1.8235   1.561142e-03         0.1915
              3              1.8235   3.690857e-04         0.2364
              4              1.8235   9.089452e-05         0.2463
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1265
         Final Residual: 		   9.089452e-05
         Total Reduction in Residual: 	   3.243897e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0218359
    setup: 0.0158086 s
    solve: 0.00602726 s
    solve(per iteration): 0.00120545 s
resid in solve_pyamgx: 9.09e-05
time solve_pyamgx: 2.61e-02
time u: 3.22e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.116857e+00
              0             1.82349   5.286319e-02         0.0250
              1              1.8235   2.374926e-03         0.0449
              2              1.8235   4.155301e-04         0.1750
              3              1.8235   8.545363e-05         0.2056
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0797
         Final Residual: 		   8.545363e-05
         Total Reduction in Residual: 	   4.036816e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0206379
    setup: 0.0158086 s
    solve: 0.00482925 s
    solve(per iteration): 0.00120731 s
resid in solve_pyamgx: 8.55e-05
time solve_pyamgx: 5.24e-03
time v: 7.50e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.655061e+00
              0             1.82349   6.716848e-02         0.0253
              1              1.8235   5.226463e-03         0.0778
              2              1.8235   1.053404e-03         0.2016
              3              1.8235   2.477586e-04         0.2352
              4              1.8235   6.387751e-05         0.2578
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1192
         Final Residual: 		   6.387751e-05
         Total Reduction in Residual: 	   2.405877e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0218277
    setup: 0.0158086 s
    solve: 0.0060191 s
    solve(per iteration): 0.00120382 s
resid in solve_pyamgx: 6.39e-05
time solve_pyamgx: 6.46e-03
time w: 8.14e-03
area_out 3.2
flow_in 86.76586881112289 flow_out 86.76454924387673 area_out 3.2 flow_out_new 86.76586881112289 uinc: 0.00041236476442385595
xp.sum(su3d) -8.174572130315028e-12
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.445421e+00
              0             1.82349   1.422247e+00         0.5816
              1              1.8235   7.159842e-01         0.5034
              2              1.8235   3.546111e-01         0.4953
              3              1.8235   1.851346e-01         0.5221
              4              1.8235   9.524746e-02         0.5145
              5              1.8235   4.779556e-02         0.5018
              6              1.8235   2.517435e-02         0.5267
              7              1.8235   1.400498e-02         0.5563
              8              1.8235   7.707217e-03         0.5503
              9              1.8235   4.260220e-03         0.5528
             10              1.8235   2.945059e-03         0.6913
             11              1.8235   1.779543e-03         0.6042
             12              1.8235   1.001047e-03         0.5625
             13              1.8235   5.357207e-04         0.5352
             14              1.8235   2.832971e-04         0.5288
             15              1.8235   1.453039e-04         0.5129
             16              1.8235   7.819725e-05         0.5382
         --------------------------------------------------------------
         Total Iterations: 17
         Avg Convergence Rate: 		         0.5440
         Final Residual: 		   7.819725e-05
         Total Reduction in Residual: 	   3.197700e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.182724
    setup: 0.138297 s
    solve: 0.0444273 s
    solve(per iteration): 0.00261337 s
resid in solve_px: 7.82e-05
time p: 5.20e-02
time Smag or Wale: 7.15e-07

comm_min_pans:  -1.10e+03, pk_max: 1.42e+03, u2prim_max: 4.01e+00, v2prim_max: 1.45e+00, w2prim_max: 3.20e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5452102738894462 0.8726337078657039 0.6310618544153016
yplus, min,max,mean 28.34096366148867 45.36099444345186 32.803675830515054
uplus, min,max,mean 20.80538896001105 32.406162098712 24.430945277204007
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0244
           1(D)        69461            701325  0.000145         0.0183
           2(D)         5632            102934   0.00325        0.00251
           3(D)          119               345    0.0244       1.13e-05
         --------------------------------------------------------------
         Grid Complexity: 1.31796
         Operator Complexity: 1.49847
         Total Memory Usage: 0.0452327 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.894021e+00
              0             1.82349   3.835233e-02         0.0098
              1              1.8235   6.252873e-03         0.1630
              2              1.8235   1.477920e-03         0.2364
              3              1.8235   3.919636e-04         0.2652
              4              1.8235   1.093550e-04         0.2790
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1229
         Final Residual: 		   1.093550e-04
         Total Reduction in Residual: 	   2.808279e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0323208
    setup: 0.0250969 s
    solve: 0.0072239 s
    solve(per iteration): 0.00144478 s
resid in solve_pyamgx: 1.09e-04
time solve_pyamgx: 3.66e-02
time k: 4.91e-02
modify_eps, ustar[-2,-2],[2,2] 0.6255712228906691 0.6309627332125596
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0244
           1(D)        69474            702048  0.000145         0.0184
           2(D)         5588             99260   0.00318        0.00243
           3(D)           89               213    0.0269       7.43e-06
         --------------------------------------------------------------
         Grid Complexity: 1.3177
         Operator Complexity: 1.49656
         Total Memory Usage: 0.0451609 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   4.376014e+02
              0             1.82349   1.186962e+00         0.0027
              1              1.8235   2.402976e-01         0.2024
              2              1.8235   5.824408e-02         0.2424
              3              1.8235   1.556494e-02         0.2672
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0772
         Final Residual: 		   1.556494e-02
         Total Reduction in Residual: 	   3.556877e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0308388
    setup: 0.0250463 s
    solve: 0.00579254 s
    solve(per iteration): 0.00144814 s
resid in solve_pyamgx: 1.56e-02
time solve_pyamgx: 3.52e-02
time eps: 4.22e-02

--time step:  43, iter:0, max residual:1.60e-07, u:7.10e-08, v:6.68e-08, w:4.99e-08, p:1.60e-07, k:6.67e-11, eps:7.42e-12, om:0.00e+00


monitor time step:  43, iter:0, u: 1.59e+01, v: 8.85e-03, w: 1.99e+00, p:-1.47e+00, k: 1.32e+00, eps: 1.92e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  0, umax: 3.23e+01, vismax: 6.73e+02, kmin: 7.26e-02, epsmin: 3.91e-01, ommin: 1.00e+00, fkmax: 4.43e+00

time one iteration: 1.99e-01
modify_u, ustar[-2,-2],[2,2] 0.6255712228906691 0.6309627332125596
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05         0.0239
           1(D)        18055            188539  0.000578        0.00491
           2(D)         1581              6371   0.00255        0.00019
         --------------------------------------------------------------
         Grid Complexity: 1.08301
         Operator Complexity: 1.11851
         Total Memory Usage: 0.0290375 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   6.457175e-02
              0             1.82349   2.134467e-03         0.0331
              1              1.8235   2.758792e-04         0.1292
              2              1.8235   5.452492e-05         0.1976
              3              1.8235   1.427506e-05         0.2618
              4              1.8235   3.692847e-06         0.2587
              5              1.8235   9.753392e-07         0.2641
         --------------------------------------------------------------
         Total Iterations: 6
         Avg Convergence Rate: 		         0.1572
         Final Residual: 		   9.753392e-07
         Total Reduction in Residual: 	   1.510474e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.023664
    setup: 0.0164182 s
    solve: 0.00724582 s
    solve(per iteration): 0.00120764 s
resid in solve_pyamgx: 9.75e-07
time solve_pyamgx: 2.80e-02
time u: 3.25e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.183722e-02
              0             1.82349   1.607745e-03         0.0310
              1              1.8235   2.257927e-04         0.1404
              2              1.8235   3.678373e-05         0.1629
              3              1.8235   9.552879e-06         0.2597
              4              1.8235   2.659445e-06         0.2784
              5              1.8235   6.933288e-07         0.2607
         --------------------------------------------------------------
         Total Iterations: 6
         Avg Convergence Rate: 		         0.1541
         Final Residual: 		   6.933288e-07
         Total Reduction in Residual: 	   1.337512e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0237259
    setup: 0.0164182 s
    solve: 0.00730771 s
    solve(per iteration): 0.00121795 s
resid in solve_pyamgx: 6.93e-07
time solve_pyamgx: 7.81e-03
time v: 1.01e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   7.021608e-02
              0             1.82349   1.819583e-03         0.0259
              1              1.8235   1.851839e-04         0.1018
              2              1.8235   3.368526e-05         0.1819
              3              1.8235   9.080370e-06         0.2696
              4              1.8235   2.462115e-06         0.2711
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1285
         Final Residual: 		   2.462115e-06
         Total Reduction in Residual: 	   3.506483e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0224475
    setup: 0.0164182 s
    solve: 0.00602931 s
    solve(per iteration): 0.00120586 s
resid in solve_pyamgx: 2.46e-06
time solve_pyamgx: 6.44e-03
time w: 8.09e-03
area_out 3.2
flow_in 86.76586881112289 flow_out 86.76454839657038 area_out 3.2 flow_out_new 86.7658688111229 uinc: 0.00041262954765919346
xp.sum(su3d) -1.5383916363020944e-11
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   6.265838e-01
              0             1.82349   3.927594e-01         0.6268
              1              1.8235   1.919379e-01         0.4887
              2              1.8235   9.432447e-02         0.4914
              3              1.8235   4.796782e-02         0.5085
              4              1.8235   2.452978e-02         0.5114
              5              1.8235   1.245478e-02         0.5077
              6              1.8235   6.492555e-03         0.5213
              7              1.8235   3.522004e-03         0.5425
              8              1.8235   1.890823e-03         0.5369
              9              1.8235   1.003631e-03         0.5308
             10              1.8235   6.719019e-04         0.6695
             11              1.8235   3.895837e-04         0.5798
             12              1.8235   2.144799e-04         0.5505
             13              1.8235   1.144676e-04         0.5337
             14              1.8235   5.974829e-05         0.5220
             15              1.8235   3.094130e-05         0.5179
         --------------------------------------------------------------
         Total Iterations: 16
         Avg Convergence Rate: 		         0.5381
         Final Residual: 		   3.094130e-05
         Total Reduction in Residual: 	   4.938094e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.180217
    setup: 0.138297 s
    solve: 0.0419205 s
    solve(per iteration): 0.00262003 s
resid in solve_px: 3.09e-05
time p: 4.96e-02
time Smag or Wale: 9.54e-07

comm_min_pans:  -1.14e+03, pk_max: 1.43e+03, u2prim_max: 4.01e+00, v2prim_max: 1.45e+00, w2prim_max: 3.20e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5461394404285496 0.8710982189690198 0.631422065587564
yplus, min,max,mean 28.389263329307365 45.28117710121233 32.822400224079246
uplus, min,max,mean 20.81328961424676 32.41798894891417 24.41674506259763
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0244
           1(D)        69444            700612  0.000145         0.0183
           2(D)         5672            106000   0.00329        0.00258
           3(D)          104               284    0.0263       9.46e-06
         --------------------------------------------------------------
         Grid Complexity: 1.318
         Operator Complexity: 1.49989
         Total Memory Usage: 0.0452845 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.455611e+00
              0             1.82349   1.908601e-02         0.0055
              1              1.8235   1.384075e-03         0.0725
              2              1.8235   1.696954e-04         0.1226
         --------------------------------------------------------------
         Total Iterations: 3
         Avg Convergence Rate: 		         0.0366
         Final Residual: 		   1.696954e-04
         Total Reduction in Residual: 	   4.910721e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0295885
    setup: 0.0251734 s
    solve: 0.00441507 s
    solve(per iteration): 0.00147169 s
resid in solve_pyamgx: 1.70e-04
time solve_pyamgx: 3.40e-02
time k: 4.65e-02
modify_eps, ustar[-2,-2],[2,2] 0.6256374379835012 0.6309180465767921
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0244
           1(D)        69292            699346  0.000146         0.0183
           2(D)         5510             98760   0.00325        0.00241
           3(D)           88               218    0.0282       7.51e-06
         --------------------------------------------------------------
         Grid Complexity: 1.3166
         Operator Complexity: 1.49458
         Total Memory Usage: 0.0450758 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   1.034065e+02
              0             1.82349   1.089760e-01         0.0011
              1              1.8235   2.438992e-02         0.2238
              2              1.8235   5.858562e-03         0.2402
              3              1.8235   1.446924e-03         0.2470
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0612
         Final Residual: 		   1.446924e-03
         Total Reduction in Residual: 	   1.399258e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0308818
    setup: 0.025086 s
    solve: 0.00579584 s
    solve(per iteration): 0.00144896 s
resid in solve_pyamgx: 1.45e-03
time solve_pyamgx: 3.52e-02
time eps: 4.22e-02

--time step:  43, iter:1, max residual:7.58e-08, u:7.62e-10, v:5.42e-10, w:1.92e-09, p:7.58e-08, k:1.04e-10, eps:6.90e-13, om:0.00e+00


monitor time step:  43, iter:1, u: 1.59e+01, v: 1.94e-02, w: 1.99e+00, p:-1.38e+00, k: 1.32e+00, eps: 1.92e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  1, umax: 3.23e+01, vismax: 6.75e+02, kmin: 7.26e-02, epsmin: 3.91e-01, ommin: 1.00e+00, fkmax: 5.07e+00

time one iteration: 1.97e-01
vismean_mean 3.636363636363636e-18
modify_u, ustar[-2,-2],[2,2] 0.6256374379835012 0.6309180465767921
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05         0.0239
           1(D)        18094            189184  0.000578        0.00493
           2(D)         1579              6417   0.00257       0.000191
         --------------------------------------------------------------
         Grid Complexity: 1.08317
         Operator Complexity: 1.11893
         Total Memory Usage: 0.0290549 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.836013e+00
              0             1.82349   6.891412e-02         0.0243
              1              1.8235   8.297256e-03         0.1204
              2              1.8235   1.576260e-03         0.1900
              3              1.8235   3.732080e-04         0.2368
              4              1.8235   9.254484e-05         0.2480
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1267
         Final Residual: 		   9.254484e-05
         Total Reduction in Residual: 	   3.263202e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0217616
    setup: 0.0157179 s
    solve: 0.00604365 s
    solve(per iteration): 0.00120873 s
resid in solve_pyamgx: 9.25e-05
time solve_pyamgx: 2.61e-02
time u: 3.21e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.129346e+00
              0             1.82349   5.304919e-02         0.0249
              1              1.8235   2.349329e-03         0.0443
              2              1.8235   4.098457e-04         0.1745
              3              1.8235   8.197140e-05         0.2000
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0788
         Final Residual: 		   8.197140e-05
         Total Reduction in Residual: 	   3.849605e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.020543
    setup: 0.0157179 s
    solve: 0.00482509 s
    solve(per iteration): 0.00120627 s
resid in solve_pyamgx: 8.20e-05
time solve_pyamgx: 5.24e-03
time v: 7.47e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.685055e+00
              0             1.82349   6.736784e-02         0.0251
              1              1.8235   5.224555e-03         0.0776
              2              1.8235   1.077848e-03         0.2063
              3              1.8235   2.657487e-04         0.2466
              4              1.8235   6.343188e-05         0.2387
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1188
         Final Residual: 		   6.343188e-05
         Total Reduction in Residual: 	   2.362405e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0217351
    setup: 0.0157179 s
    solve: 0.00601715 s
    solve(per iteration): 0.00120343 s
resid in solve_pyamgx: 6.34e-05
time solve_pyamgx: 6.50e-03
time w: 8.12e-03
area_out 3.2
flow_in 86.76586881112286 flow_out 86.76454853710082 area_out 3.2 flow_out_new 86.76586881112283 uinc: 0.0004125856318859533
xp.sum(su3d) 3.912536961081514e-11
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.445335e+00
              0             1.82349   1.422849e+00         0.5819
              1              1.8235   7.167039e-01         0.5037
              2              1.8235   3.543099e-01         0.4944
              3              1.8235   1.847209e-01         0.5214
              4              1.8235   9.495045e-02         0.5140
              5              1.8235   4.769468e-02         0.5023
              6              1.8235   2.509255e-02         0.5261
              7              1.8235   1.393540e-02         0.5554
              8              1.8235   7.658276e-03         0.5496
              9              1.8235   4.220532e-03         0.5511
             10              1.8235   2.906535e-03         0.6887
             11              1.8235   1.749301e-03         0.6019
             12              1.8235   9.779881e-04         0.5591
             13              1.8235   5.191892e-04         0.5309
             14              1.8235   2.732205e-04         0.5262
             15              1.8235   1.401423e-04         0.5129
             16              1.8235   7.579216e-05         0.5408
         --------------------------------------------------------------
         Total Iterations: 17
         Avg Convergence Rate: 		         0.5430
         Final Residual: 		   7.579216e-05
         Total Reduction in Residual: 	   3.099459e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.182693
    setup: 0.138297 s
    solve: 0.0443962 s
    solve(per iteration): 0.00261154 s
resid in solve_px: 7.58e-05
time p: 5.20e-02
time Smag or Wale: 9.54e-07

comm_min_pans:  -1.10e+03, pk_max: 1.42e+03, u2prim_max: 3.99e+00, v2prim_max: 1.43e+00, w2prim_max: 3.16e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5465516553937535 0.870169857558683 0.6315205087786779
yplus, min,max,mean 28.41069096908059 45.23291928536563 32.82751746972867
uplus, min,max,mean 20.70714546362297 32.70051852629307 24.45403659764683
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0244
           1(D)        69399            700611  0.000145         0.0183
           2(D)         5674            105804   0.00329        0.00258
           3(D)          127               379    0.0235       1.23e-05
         --------------------------------------------------------------
         Grid Complexity: 1.31791
         Operator Complexity: 1.49983
         Total Memory Usage: 0.045281 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   4.005230e+00
              0             1.82349   3.923524e-02         0.0098
              1              1.8235   6.586391e-03         0.1679
              2              1.8235   1.604289e-03         0.2436
              3              1.8235   4.227434e-04         0.2635
              4              1.8235   1.160653e-04         0.2746
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1237
         Final Residual: 		   1.160653e-04
         Total Reduction in Residual: 	   2.897843e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0321957
    setup: 0.024956 s
    solve: 0.00723962 s
    solve(per iteration): 0.00144792 s
resid in solve_pyamgx: 1.16e-04
time solve_pyamgx: 3.65e-02
time k: 4.91e-02
modify_eps, ustar[-2,-2],[2,2] 0.6257920249026607 0.6308166194996775
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0244
           1(D)        69369            699153  0.000145         0.0183
           2(D)         5590            100160   0.00321        0.00245
           3(D)           92               196    0.0232       7.14e-06
         --------------------------------------------------------------
         Grid Complexity: 1.31728
         Operator Complexity: 1.49531
         Total Memory Usage: 0.0451106 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   4.344721e+02
              0             1.82349   1.175683e+00         0.0027
              1              1.8235   2.421889e-01         0.2060
              2              1.8235   6.134471e-02         0.2533
              3              1.8235   1.687576e-02         0.2751
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0789
         Final Residual: 		   1.687576e-02
         Total Reduction in Residual: 	   3.884199e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0307028
    setup: 0.0249213 s
    solve: 0.0057815 s
    solve(per iteration): 0.00144538 s
resid in solve_pyamgx: 1.69e-02
time solve_pyamgx: 3.51e-02
time eps: 4.21e-02

--time step:  44, iter:0, max residual:1.53e-07, u:7.23e-08, v:6.40e-08, w:4.96e-08, p:1.53e-07, k:7.08e-11, eps:8.05e-12, om:0.00e+00


monitor time step:  44, iter:0, u: 1.60e+01, v:-1.51e-02, w: 2.00e+00, p:-7.29e-01, k: 1.32e+00, eps: 1.93e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  0, umax: 3.22e+01, vismax: 6.75e+02, kmin: 7.06e-02, epsmin: 3.89e-01, ommin: 1.00e+00, fkmax: 4.47e+00

time one iteration: 1.99e-01
modify_u, ustar[-2,-2],[2,2] 0.6257920249026607 0.6308166194996775
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05         0.0239
           1(D)        18061            188745  0.000579        0.00492
           2(D)         1591              6423   0.00254       0.000191
         --------------------------------------------------------------
         Grid Complexity: 1.08308
         Operator Complexity: 1.11866
         Total Memory Usage: 0.029044 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   6.515513e-02
              0             1.82349   2.124813e-03         0.0326
              1              1.8235   2.701834e-04         0.1272
              2              1.8235   5.406420e-05         0.2001
              3              1.8235   1.430917e-05         0.2647
              4              1.8235   3.952371e-06         0.2762
              5              1.8235   1.089914e-06         0.2758
         --------------------------------------------------------------
         Total Iterations: 6
         Avg Convergence Rate: 		         0.1599
         Final Residual: 		   1.089914e-06
         Total Reduction in Residual: 	   1.672798e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0238368
    setup: 0.0165602 s
    solve: 0.00727654 s
    solve(per iteration): 0.00121276 s
resid in solve_pyamgx: 1.09e-06
time solve_pyamgx: 2.83e-02
time u: 3.27e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.253479e-02
              0             1.82349   1.623931e-03         0.0309
              1              1.8235   2.302603e-04         0.1418
              2              1.8235   3.810328e-05         0.1655
              3              1.8235   9.705372e-06         0.2547
              4              1.8235   2.897480e-06         0.2985
              5              1.8235   7.834396e-07         0.2704
         --------------------------------------------------------------
         Total Iterations: 6
         Avg Convergence Rate: 		         0.1569
         Final Residual: 		   7.834396e-07
         Total Reduction in Residual: 	   1.491278e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0238491
    setup: 0.0165602 s
    solve: 0.00728883 s
    solve(per iteration): 0.00121481 s
resid in solve_pyamgx: 7.83e-07
time solve_pyamgx: 7.76e-03
time v: 9.95e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   6.954424e-02
              0             1.82349   1.807995e-03         0.0260
              1              1.8235   1.832310e-04         0.1013
              2              1.8235   3.268549e-05         0.1784
              3              1.8235   8.738756e-06         0.2674
              4              1.8235   2.366116e-06         0.2708
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1277
         Final Residual: 		   2.366116e-06
         Total Reduction in Residual: 	   3.402318e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.022573
    setup: 0.0165602 s
    solve: 0.0060128 s
    solve(per iteration): 0.00120256 s
resid in solve_pyamgx: 2.37e-06
time solve_pyamgx: 6.43e-03
time w: 8.11e-03
area_out 3.2
flow_in 86.76586881112286 flow_out 86.7645477136405 area_out 3.2 flow_out_new 86.76586881112286 uinc: 0.00041284296323773617
xp.sum(su3d) 1.835998020283114e-11
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   6.378229e-01
              0             1.82349   3.955460e-01         0.6202
              1              1.8235   1.933192e-01         0.4887
              2              1.8235   9.451399e-02         0.4889
              3              1.8235   4.784013e-02         0.5062
              4              1.8235   2.440989e-02         0.5102
              5              1.8235   1.242836e-02         0.5092
              6              1.8235   6.513833e-03         0.5241
              7              1.8235   3.541834e-03         0.5437
              8              1.8235   1.911756e-03         0.5398
              9              1.8235   1.023083e-03         0.5352
             10              1.8235   6.861677e-04         0.6707
             11              1.8235   3.999030e-04         0.5828
             12              1.8235   2.211245e-04         0.5529
             13              1.8235   1.178797e-04         0.5331
             14              1.8235   6.149673e-05         0.5217
             15              1.8235   3.194534e-05         0.5195
             16              1.8235   1.735284e-05         0.5432
         --------------------------------------------------------------
         Total Iterations: 17
         Avg Convergence Rate: 		         0.5388
         Final Residual: 		   1.735284e-05
         Total Reduction in Residual: 	   2.720637e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.182763
    setup: 0.138297 s
    solve: 0.0444659 s
    solve(per iteration): 0.00261564 s
resid in solve_px: 1.74e-05
time p: 5.22e-02
time Smag or Wale: 4.77e-07

comm_min_pans:  -1.14e+03, pk_max: 1.43e+03, u2prim_max: 3.99e+00, v2prim_max: 1.43e+00, w2prim_max: 3.16e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5472140737736059 0.8709782500944082 0.6318397089766387
yplus, min,max,mean 28.445124610798626 45.27494091367385 32.844110042620976
uplus, min,max,mean 20.770346304548767 32.737683044934926 24.441572575879707
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0244
           1(D)        69404            700046  0.000145         0.0183
           2(D)         5701            107115    0.0033        0.00261
           3(D)          109               335    0.0282       1.08e-05
         --------------------------------------------------------------
         Grid Complexity: 1.31797
         Operator Complexity: 1.50026
         Total Memory Usage: 0.0452975 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.413589e+00
              0             1.82349   1.753799e-02         0.0051
              1              1.8235   1.283306e-03         0.0732
              2              1.8235   1.714462e-04         0.1336
              3              1.8235   4.736035e-05         0.2762
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0610
         Final Residual: 		   4.736035e-05
         Total Reduction in Residual: 	   1.387406e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0308434
    setup: 0.025002 s
    solve: 0.00584141 s
    solve(per iteration): 0.00146035 s
resid in solve_pyamgx: 4.74e-05
time solve_pyamgx: 3.52e-02
time k: 4.78e-02
modify_eps, ustar[-2,-2],[2,2] 0.6258557217847598 0.6307630081822247
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0244
           1(D)        69339            700081  0.000146         0.0183
           2(D)         5590            102068   0.00327        0.00249
           3(D)          101               215    0.0211       7.83e-06
         --------------------------------------------------------------
         Grid Complexity: 1.31719
         Operator Complexity: 1.49708
         Total Memory Usage: 0.0451733 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   1.100764e+02
              0             1.82349   1.088035e-01         0.0010
              1              1.8235   2.541726e-02         0.2336
              2              1.8235   6.365721e-03         0.2504
              3              1.8235   1.612381e-03         0.2533
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0619
         Final Residual: 		   1.612381e-03
         Total Reduction in Residual: 	   1.464784e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0310561
    setup: 0.0251453 s
    solve: 0.00591078 s
    solve(per iteration): 0.0014777 s
resid in solve_pyamgx: 1.61e-03
time solve_pyamgx: 3.54e-02
time eps: 4.24e-02

--time step:  44, iter:1, max residual:4.22e-08, u:8.51e-10, v:6.12e-10, w:1.85e-09, p:4.22e-08, k:2.89e-11, eps:7.69e-13, om:0.00e+00


monitor time step:  44, iter:1, u: 1.60e+01, v:-4.23e-03, w: 2.00e+00, p:-6.13e-01, k: 1.32e+00, eps: 1.93e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  1, umax: 3.22e+01, vismax: 7.18e+02, kmin: 7.06e-02, epsmin: 3.89e-01, ommin: 1.00e+00, fkmax: 5.11e+00

time one iteration: 2.01e-01
vismean_mean 3.555555555555555e-18
modify_u, ustar[-2,-2],[2,2] 0.6258557217847598 0.6307630081822247
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05         0.0239
           1(D)        18098            189042  0.000577        0.00492
           2(D)         1619              6603   0.00252       0.000196
         --------------------------------------------------------------
         Grid Complexity: 1.08335
         Operator Complexity: 1.11895
         Total Memory Usage: 0.0290578 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.870326e+00
              0             1.82349   6.977123e-02         0.0243
              1              1.8235   8.428679e-03         0.1208
              2              1.8235   1.568607e-03         0.1861
              3              1.8235   3.712802e-04         0.2367
              4              1.8235   9.142461e-05         0.2462
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1261
         Final Residual: 		   9.142461e-05
         Total Reduction in Residual: 	   3.185165e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0219477
    setup: 0.0159014 s
    solve: 0.00604627 s
    solve(per iteration): 0.00120925 s
resid in solve_pyamgx: 9.14e-05
time solve_pyamgx: 2.63e-02
time u: 3.25e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.141899e+00
              0             1.82349   5.328585e-02         0.0249
              1              1.8235   2.375557e-03         0.0446
              2              1.8235   4.163056e-04         0.1752
              3              1.8235   8.288395e-05         0.1991
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0789
         Final Residual: 		   8.288395e-05
         Total Reduction in Residual: 	   3.869647e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0207077
    setup: 0.0159014 s
    solve: 0.0048063 s
    solve(per iteration): 0.00120158 s
resid in solve_pyamgx: 8.29e-05
time solve_pyamgx: 5.25e-03
time v: 7.43e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.713022e+00
              0             1.82349   6.747947e-02         0.0249
              1              1.8235   5.244205e-03         0.0777
              2              1.8235   1.058608e-03         0.2019
              3              1.8235   2.564847e-04         0.2423
              4              1.8235   6.301794e-05         0.2457
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1184
         Final Residual: 		   6.301794e-05
         Total Reduction in Residual: 	   2.322795e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0219355
    setup: 0.0159014 s
    solve: 0.00603408 s
    solve(per iteration): 0.00120682 s
resid in solve_pyamgx: 6.30e-05
time solve_pyamgx: 6.49e-03
time w: 8.13e-03
area_out 3.2
flow_in 86.76586881112287 flow_out 86.76454782873417 area_out 3.2 flow_out_new 86.76586881112287 uinc: 0.000412806996470394
xp.sum(su3d) 1.485322975725012e-11
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.451059e+00
              0             1.82349   1.421339e+00         0.5799
              1              1.8235   7.175640e-01         0.5049
              2              1.8235   3.539348e-01         0.4932
              3              1.8235   1.845703e-01         0.5215
              4              1.8235   9.489502e-02         0.5141
              5              1.8235   4.774309e-02         0.5031
              6              1.8235   2.513082e-02         0.5264
              7              1.8235   1.397058e-02         0.5559
              8              1.8235   7.695394e-03         0.5508
              9              1.8235   4.238561e-03         0.5508
             10              1.8235   2.906201e-03         0.6857
             11              1.8235   1.742656e-03         0.5996
             12              1.8235   9.692820e-04         0.5562
             13              1.8235   5.100213e-04         0.5262
             14              1.8235   2.667261e-04         0.5230
             15              1.8235   1.365376e-04         0.5119
             16              1.8235   7.371711e-05         0.5399
         --------------------------------------------------------------
         Total Iterations: 17
         Avg Convergence Rate: 		         0.5420
         Final Residual: 		   7.371711e-05
         Total Reduction in Residual: 	   3.007562e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.182765
    setup: 0.138297 s
    solve: 0.0444681 s
    solve(per iteration): 0.00261577 s
resid in solve_px: 7.37e-05
time p: 5.20e-02
time Smag or Wale: 4.77e-07

comm_min_pans:  -1.06e+03, pk_max: 1.43e+03, u2prim_max: 3.97e+00, v2prim_max: 1.41e+00, w2prim_max: 3.12e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5475083160648576 0.8735898971569764 0.6319348861448327
yplus, min,max,mean 28.46041982896197 45.4106988002024 32.84905751480624
uplus, min,max,mean 20.471447838333336 33.00527732059517 24.478372322547475
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0244
           1(D)        69377            700005  0.000145         0.0183
           2(D)         5684            106736    0.0033         0.0026
           3(D)          106               290    0.0258       9.66e-06
         --------------------------------------------------------------
         Grid Complexity: 1.31777
         Operator Complexity: 1.49997
         Total Memory Usage: 0.0452847 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   4.257336e+00
              0             1.82349   3.922997e-02         0.0092
              1              1.8235   6.636664e-03         0.1692
              2              1.8235   1.617691e-03         0.2438
              3              1.8235   4.517061e-04         0.2792
              4              1.8235   1.336133e-04         0.2958
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1257
         Final Residual: 		   1.336133e-04
         Total Reduction in Residual: 	   3.138424e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0322824
    setup: 0.0250368 s
    solve: 0.00724557 s
    solve(per iteration): 0.00144911 s
resid in solve_pyamgx: 1.34e-04
time solve_pyamgx: 3.66e-02
time k: 4.90e-02
modify_eps, ustar[-2,-2],[2,2] 0.6260033776733966 0.6306447619519447
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0244
           1(D)        69315            699475  0.000146         0.0183
           2(D)         5585            101991   0.00327        0.00249
           3(D)          103               265     0.025       9.01e-06
         --------------------------------------------------------------
         Grid Complexity: 1.31708
         Operator Complexity: 1.49669
         Total Memory Usage: 0.0451577 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   4.336658e+02
              0             1.82349   1.182444e+00         0.0027
              1              1.8235   2.423086e-01         0.2049
              2              1.8235   6.062455e-02         0.2502
              3              1.8235   1.617038e-02         0.2667
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0781
         Final Residual: 		   1.617038e-02
         Total Reduction in Residual: 	   3.728766e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0309491
    setup: 0.0251241 s
    solve: 0.00582493 s
    solve(per iteration): 0.00145623 s
resid in solve_pyamgx: 1.62e-02
time solve_pyamgx: 3.53e-02
time eps: 4.23e-02

--time step:  45, iter:0, max residual:1.48e-07, u:7.14e-08, v:6.48e-08, w:4.92e-08, p:1.48e-07, k:8.16e-11, eps:7.71e-12, om:0.00e+00


monitor time step:  45, iter:0, u: 1.61e+01, v:-3.93e-02, w: 2.00e+00, p: 4.37e-02, k: 1.33e+00, eps: 1.93e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  0, umax: 3.23e+01, vismax: 7.09e+02, kmin: 6.87e-02, epsmin: 3.86e-01, ommin: 1.00e+00, fkmax: 4.50e+00

time one iteration: 1.99e-01
modify_u, ustar[-2,-2],[2,2] 0.6260033776733966 0.6306447619519447
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05         0.0239
           1(D)        18080            188456  0.000577        0.00491
           2(D)         1613              6691   0.00257       0.000198
         --------------------------------------------------------------
         Grid Complexity: 1.08325
         Operator Complexity: 1.11865
         Total Memory Usage: 0.0290455 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   6.588837e-02
              0             1.82349   2.134750e-03         0.0324
              1              1.8235   2.725321e-04         0.1277
              2              1.8235   5.411204e-05         0.1986
              3              1.8235   1.388367e-05         0.2566
              4              1.8235   3.512106e-06         0.2530
              5              1.8235   9.208573e-07         0.2622
         --------------------------------------------------------------
         Total Iterations: 6
         Avg Convergence Rate: 		         0.1552
         Final Residual: 		   9.208573e-07
         Total Reduction in Residual: 	   1.397602e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0230722
    setup: 0.01581 s
    solve: 0.00726221 s
    solve(per iteration): 0.00121037 s
resid in solve_pyamgx: 9.21e-07
time solve_pyamgx: 2.74e-02
time u: 3.19e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.231749e-02
              0             1.82349   1.627617e-03         0.0311
              1              1.8235   2.339729e-04         0.1438
              2              1.8235   3.792982e-05         0.1621
              3              1.8235   9.340849e-06         0.2463
              4              1.8235   2.646739e-06         0.2834
              5              1.8235   6.912059e-07         0.2612
         --------------------------------------------------------------
         Total Iterations: 6
         Avg Convergence Rate: 		         0.1538
         Final Residual: 		   6.912059e-07
         Total Reduction in Residual: 	   1.321175e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.023064
    setup: 0.01581 s
    solve: 0.00725402 s
    solve(per iteration): 0.001209 s
resid in solve_pyamgx: 6.91e-07
time solve_pyamgx: 7.67e-03
time v: 9.88e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   6.892355e-02
              0             1.82349   1.796258e-03         0.0261
              1              1.8235   1.820297e-04         0.1013
              2              1.8235   3.247191e-05         0.1784
              3              1.8235   8.513586e-06         0.2622
              4              1.8235   2.244223e-06         0.2636
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1266
         Final Residual: 		   2.244223e-06
         Total Reduction in Residual: 	   3.256105e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0218291
    setup: 0.01581 s
    solve: 0.0060191 s
    solve(per iteration): 0.00120382 s
resid in solve_pyamgx: 2.24e-06
time solve_pyamgx: 6.51e-03
time w: 8.18e-03
area_out 3.2
flow_in 86.76586881112287 flow_out 86.76454704323056 area_out 3.2 flow_out_new 86.76586881112286 uinc: 0.0004130524663459312
xp.sum(su3d) 2.6859181545546562e-11
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   6.483312e-01
              0             1.82349   3.996823e-01         0.6165
              1              1.8235   1.952923e-01         0.4886
              2              1.8235   9.500762e-02         0.4865
              3              1.8235   4.794384e-02         0.5046
              4              1.8235   2.442562e-02         0.5095
              5              1.8235   1.249423e-02         0.5115
              6              1.8235   6.568077e-03         0.5257
              7              1.8235   3.573048e-03         0.5440
              8              1.8235   1.934378e-03         0.5414
              9              1.8235   1.040278e-03         0.5378
             10              1.8235   6.995407e-04         0.6725
             11              1.8235   4.089954e-04         0.5847
             12              1.8235   2.265577e-04         0.5539
             13              1.8235   1.199651e-04         0.5295
             14              1.8235   6.285997e-05         0.5240
             15              1.8235   3.252280e-05         0.5174
             16              1.8235   1.758383e-05         0.5407
         --------------------------------------------------------------
         Total Iterations: 17
         Avg Convergence Rate: 		         0.5387
         Final Residual: 		   1.758383e-05
         Total Reduction in Residual: 	   2.712168e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.182714
    setup: 0.138297 s
    solve: 0.0444168 s
    solve(per iteration): 0.00261275 s
resid in solve_px: 1.76e-05
time p: 5.22e-02
time Smag or Wale: 7.15e-07

comm_min_pans:  -1.14e+03, pk_max: 1.43e+03, u2prim_max: 3.97e+00, v2prim_max: 1.41e+00, w2prim_max: 3.12e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5479496986882822 0.873893698678436 0.6322703822610888
yplus, min,max,mean 28.483363653556566 45.42649092352129 32.86649717743688
uplus, min,max,mean 20.805394453918378 33.03333568415818 24.464921761590176
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0244
           1(D)        69409            701377  0.000146         0.0183
           2(D)         5762            110976   0.00334         0.0027
           3(D)          122               340    0.0228       1.13e-05
         --------------------------------------------------------------
         Grid Complexity: 1.3183
         Operator Complexity: 1.50348
         Total Memory Usage: 0.0454177 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.440667e+00
              0             1.82349   1.884769e-02         0.0055
              1              1.8235   1.215879e-03         0.0645
              2              1.8235   1.607343e-04         0.1322
         --------------------------------------------------------------
         Total Iterations: 3
         Avg Convergence Rate: 		         0.0360
         Final Residual: 		   1.607343e-04
         Total Reduction in Residual: 	   4.671604e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0295916
    setup: 0.0251658 s
    solve: 0.00442573 s
    solve(per iteration): 0.00147524 s
resid in solve_pyamgx: 1.61e-04
time solve_pyamgx: 3.39e-02
time k: 4.65e-02
modify_eps, ustar[-2,-2],[2,2] 0.6260645539696731 0.6305815079905908
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 5
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0244
           1(D)        69405            700771  0.000145         0.0183
           2(D)         5580            101660   0.00326        0.00248
           3(D)           97               253    0.0269       9.31e-06
           4(D)            2                 2       0.5       1.19e-07
         --------------------------------------------------------------
         Grid Complexity: 1.31742
         Operator Complexity: 1.49728
         Total Memory Usage: 0.0451841 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   1.156514e+02
              0             1.82349   1.248678e-01         0.0011
              1              1.8235   3.163374e-02         0.2533
              2              1.8235   8.942405e-03         0.2827
              3              1.8235   2.383820e-03         0.2666
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0674
         Final Residual: 		   2.383820e-03
         Total Reduction in Residual: 	   2.061212e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0318349
    setup: 0.0258159 s
    solve: 0.00601901 s
    solve(per iteration): 0.00150475 s
resid in solve_pyamgx: 2.38e-03
time solve_pyamgx: 3.63e-02
time eps: 4.33e-02

--time step:  45, iter:1, max residual:4.33e-08, u:7.19e-10, v:5.40e-10, w:1.75e-09, p:4.33e-08, k:9.81e-11, eps:1.14e-12, om:0.00e+00


monitor time step:  45, iter:1, u: 1.61e+01, v:-2.80e-02, w: 2.01e+00, p: 2.11e-01, k: 1.33e+00, eps: 1.93e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  1, umax: 3.23e+01, vismax: 7.51e+02, kmin: 6.87e-02, epsmin: 3.86e-01, ommin: 1.00e+00, fkmax: 4.89e+00

time one iteration: 2.00e-01
vismean_mean 3.478260869565217e-18
modify_u, ustar[-2,-2],[2,2] 0.6260645539696731 0.6305815079905908
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05         0.0239
           1(D)        18137            189267  0.000575        0.00493
           2(D)         1644              6600   0.00244       0.000197
         --------------------------------------------------------------
         Grid Complexity: 1.08363
         Operator Complexity: 1.11909
         Total Memory Usage: 0.029066 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.904557e+00
              0             1.82349   7.045375e-02         0.0243
              1              1.8235   8.493304e-03         0.1206
              2              1.8235   1.611547e-03         0.1897
              3              1.8235   3.807019e-04         0.2362
              4              1.8235   9.487481e-05         0.2492
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1267
         Final Residual: 		   9.487481e-05
         Total Reduction in Residual: 	   3.266413e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0218714
    setup: 0.0158543 s
    solve: 0.00601706 s
    solve(per iteration): 0.00120341 s
resid in solve_pyamgx: 9.49e-05
time solve_pyamgx: 2.63e-02
time u: 3.24e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.154353e+00
              0             1.82349   5.351999e-02         0.0248
              1              1.8235   2.380401e-03         0.0445
              2              1.8235   4.086976e-04         0.1717
              3              1.8235   8.514023e-05         0.2083
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0793
         Final Residual: 		   8.514023e-05
         Total Reduction in Residual: 	   3.952010e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0206908
    setup: 0.0158543 s
    solve: 0.00483651 s
    solve(per iteration): 0.00120913 s
resid in solve_pyamgx: 8.51e-05
time solve_pyamgx: 5.32e-03
time v: 7.54e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.738953e+00
              0             1.82349   6.753583e-02         0.0247
              1              1.8235   5.294358e-03         0.0784
              2              1.8235   1.088709e-03         0.2056
              3              1.8235   2.676485e-04         0.2458
              4              1.8235   6.567393e-05         0.2454
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1191
         Final Residual: 		   6.567393e-05
         Total Reduction in Residual: 	   2.397775e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0219001
    setup: 0.0158543 s
    solve: 0.00604576 s
    solve(per iteration): 0.00120915 s
resid in solve_pyamgx: 6.57e-05
time solve_pyamgx: 6.47e-03
time w: 8.21e-03
area_out 3.2
flow_in 86.76586881112287 flow_out 86.76454715360909 area_out 3.2 flow_out_new 86.76586881112286 uinc: 0.0004130179730577055
xp.sum(su3d) 1.1400880239875733e-11
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.465473e+00
              0             1.82349   1.423873e+00         0.5775
              1              1.8235   7.191452e-01         0.5051
              2              1.8235   3.548293e-01         0.4934
              3              1.8235   1.849876e-01         0.5213
              4              1.8235   9.517685e-02         0.5145
              5              1.8235   4.804188e-02         0.5048
              6              1.8235   2.528959e-02         0.5264
              7              1.8235   1.406261e-02         0.5561
              8              1.8235   7.767892e-03         0.5524
              9              1.8235   4.273237e-03         0.5501
             10              1.8235   2.920537e-03         0.6834
             11              1.8235   1.744363e-03         0.5973
             12              1.8235   9.657193e-04         0.5536
             13              1.8235   5.041301e-04         0.5220
             14              1.8235   2.616697e-04         0.5191
             15              1.8235   1.331674e-04         0.5089
             16              1.8235   7.163362e-05         0.5379
         --------------------------------------------------------------
         Total Iterations: 17
         Avg Convergence Rate: 		         0.5409
         Final Residual: 		   7.163362e-05
         Total Reduction in Residual: 	   2.905471e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.182799
    setup: 0.138297 s
    solve: 0.0445021 s
    solve(per iteration): 0.00261777 s
resid in solve_px: 7.16e-05
time p: 5.22e-02
time Smag or Wale: 9.54e-07

comm_min_pans:  -1.10e+03, pk_max: 1.42e+03, u2prim_max: 3.96e+00, v2prim_max: 1.40e+00, w2prim_max: 3.08e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.548141795118621 0.874088634119379 0.6323806183042656
yplus, min,max,mean 28.493349154953844 45.43662400155133 32.87222743573074
uplus, min,max,mean 20.838302357570488 32.99812557670456 24.50063746977118
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0244
           1(D)        69474            701202  0.000145         0.0183
           2(D)         5781            110303    0.0033        0.00268
           3(D)          114               348    0.0268       1.12e-05
         --------------------------------------------------------------
         Grid Complexity: 1.31863
         Operator Complexity: 1.50296
         Total Memory Usage: 0.045403 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.711428e+00
              0             1.82349   3.956911e-02         0.0107
              1              1.8235   6.720349e-03         0.1698
              2              1.8235   1.637041e-03         0.2436
              3              1.8235   4.319710e-04         0.2639
              4              1.8235   1.202405e-04         0.2784
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1265
         Final Residual: 		   1.202405e-04
         Total Reduction in Residual: 	   3.239736e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0323025
    setup: 0.0250695 s
    solve: 0.00723299 s
    solve(per iteration): 0.0014466 s
resid in solve_pyamgx: 1.20e-04
time solve_pyamgx: 3.67e-02
time k: 4.93e-02
modify_eps, ustar[-2,-2],[2,2] 0.6262054521092687 0.6304461487689533
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0244
           1(D)        69307            699073  0.000146         0.0183
           2(D)         5653            103645   0.00324        0.00253
           3(D)          100               260     0.026       8.81e-06
         --------------------------------------------------------------
         Grid Complexity: 1.31732
         Operator Complexity: 1.49746
         Total Memory Usage: 0.0451886 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   4.242073e+02
              0             1.82349   1.167291e+00         0.0028
              1              1.8235   2.381794e-01         0.2040
              2              1.8235   5.556778e-02         0.2333
              3              1.8235   1.421249e-02         0.2558
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0761
         Final Residual: 		   1.421249e-02
         Total Reduction in Residual: 	   3.350364e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0307083
    setup: 0.0249201 s
    solve: 0.00578826 s
    solve(per iteration): 0.00144706 s
resid in solve_pyamgx: 1.42e-02
time solve_pyamgx: 3.50e-02
time eps: 4.20e-02

--time step:  46, iter:0, max residual:1.43e-07, u:7.41e-08, v:6.65e-08, w:5.13e-08, p:1.43e-07, k:7.34e-11, eps:6.78e-12, om:0.00e+00


monitor time step:  46, iter:0, u: 1.63e+01, v:-6.30e-02, w: 1.99e+00, p: 9.29e-01, k: 1.33e+00, eps: 1.93e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  0, umax: 3.23e+01, vismax: 7.64e+02, kmin: 6.68e-02, epsmin: 3.84e-01, ommin: 1.00e+00, fkmax: 4.55e+00

time one iteration: 2.00e-01
modify_u, ustar[-2,-2],[2,2] 0.6262054521092687 0.6304461487689533
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05         0.0239
           1(D)        18118            189092  0.000576        0.00493
           2(D)         1645              6827   0.00252       0.000202
         --------------------------------------------------------------
         Grid Complexity: 1.08355
         Operator Complexity: 1.11912
         Total Memory Usage: 0.0290662 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   6.530720e-02
              0             1.82349   2.124680e-03         0.0325
              1              1.8235   2.662035e-04         0.1253
              2              1.8235   5.172531e-05         0.1943
              3              1.8235   1.341437e-05         0.2593
              4              1.8235   3.575366e-06         0.2665
              5              1.8235   9.518616e-07         0.2662
         --------------------------------------------------------------
         Total Iterations: 6
         Avg Convergence Rate: 		         0.1563
         Final Residual: 		   9.518616e-07
         Total Reduction in Residual: 	   1.457514e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0230494
    setup: 0.0157573 s
    solve: 0.00729206 s
    solve(per iteration): 0.00121534 s
resid in solve_pyamgx: 9.52e-07
time solve_pyamgx: 2.74e-02
time u: 3.18e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.237727e-02
              0             1.82349   1.638839e-03         0.0313
              1              1.8235   2.371099e-04         0.1447
              2              1.8235   3.872042e-05         0.1633
              3              1.8235   9.795223e-06         0.2530
              4              1.8235   2.880135e-06         0.2940
              5              1.8235   7.814269e-07         0.2713
         --------------------------------------------------------------
         Total Iterations: 6
         Avg Convergence Rate: 		         0.1569
         Final Residual: 		   7.814269e-07
         Total Reduction in Residual: 	   1.491920e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0230102
    setup: 0.0157573 s
    solve: 0.00725286 s
    solve(per iteration): 0.00120881 s
resid in solve_pyamgx: 7.81e-07
time solve_pyamgx: 7.70e-03
time v: 9.90e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   6.955847e-02
              0             1.82349   1.812048e-03         0.0261
              1              1.8235   1.819899e-04         0.1004
              2              1.8235   3.201573e-05         0.1759
              3              1.8235   8.341598e-06         0.2605
              4              1.8235   2.134270e-06         0.2559
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1251
         Final Residual: 		   2.134270e-06
         Total Reduction in Residual: 	   3.068310e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0217798
    setup: 0.0157573 s
    solve: 0.00602253 s
    solve(per iteration): 0.00120451 s
resid in solve_pyamgx: 2.13e-06
time solve_pyamgx: 6.45e-03
time w: 8.19e-03
area_out 3.2
flow_in 86.76586881112287 flow_out 86.76454640483648 area_out 3.2 flow_out_new 86.76586881112289 uinc: 0.0004132519644972632
xp.sum(su3d) -5.49760237333885e-12
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   6.383773e-01
              0             1.82349   4.005744e-01         0.6275
              1              1.8235   1.960233e-01         0.4894
              2              1.8235   9.475363e-02         0.4834
              3              1.8235   4.764363e-02         0.5028
              4              1.8235   2.426913e-02         0.5094
              5              1.8235   1.245859e-02         0.5134
              6              1.8235   6.586294e-03         0.5287
              7              1.8235   3.585821e-03         0.5444
              8              1.8235   1.950467e-03         0.5439
              9              1.8235   1.056804e-03         0.5418
             10              1.8235   7.131669e-04         0.6748
             11              1.8235   4.184649e-04         0.5868
             12              1.8235   2.322168e-04         0.5549
             13              1.8235   1.226232e-04         0.5281
             14              1.8235   6.464072e-05         0.5271
             15              1.8235   3.333772e-05         0.5157
             16              1.8235   1.795893e-05         0.5387
         --------------------------------------------------------------
         Total Iterations: 17
         Avg Convergence Rate: 		         0.5399
         Final Residual: 		   1.795893e-05
         Total Reduction in Residual: 	   2.813216e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.182686
    setup: 0.138297 s
    solve: 0.0443889 s
    solve(per iteration): 0.00261111 s
resid in solve_px: 1.80e-05
time p: 5.20e-02
time Smag or Wale: 9.54e-07

comm_min_pans:  -1.14e+03, pk_max: 1.43e+03, u2prim_max: 3.96e+00, v2prim_max: 1.40e+00, w2prim_max: 3.08e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5433952628595834 0.8729369705821791 0.6326380114977628
yplus, min,max,mean 28.246616280109404 45.37675855876501 32.88560717469196
uplus, min,max,mean 20.837044951120298 33.016397992837696 24.490503740509684
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0244
           1(D)        69429            701215  0.000145         0.0183
           2(D)         5820            110414   0.00326        0.00269
           3(D)          117               291    0.0213          1e-05
         --------------------------------------------------------------
         Grid Complexity: 1.31861
         Operator Complexity: 1.503
         Total Memory Usage: 0.0454043 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.603206e+00
              0             1.82349   1.770263e-02         0.0049
              1              1.8235   1.263028e-03         0.0713
              2              1.8235   1.741198e-04         0.1379
         --------------------------------------------------------------
         Total Iterations: 3
         Avg Convergence Rate: 		         0.0364
         Final Residual: 		   1.741198e-04
         Total Reduction in Residual: 	   4.832357e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0295298
    setup: 0.0251116 s
    solve: 0.00441818 s
    solve(per iteration): 0.00147273 s
resid in solve_pyamgx: 1.74e-04
time solve_pyamgx: 3.38e-02
time k: 4.63e-02
modify_eps, ustar[-2,-2],[2,2] 0.6262641306464637 0.6303732634505941
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0244
           1(D)        69358            701594  0.000146         0.0183
           2(D)         5637            104383   0.00328        0.00254
           3(D)           83               205    0.0298       7.07e-06
         --------------------------------------------------------------
         Grid Complexity: 1.3174
         Operator Complexity: 1.49945
         Total Memory Usage: 0.0452613 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   1.295963e+02
              0             1.82349   1.279672e-01         0.0010
              1              1.8235   3.231070e-02         0.2525
              2              1.8235   9.184280e-03         0.2842
              3              1.8235   2.580206e-03         0.2809
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0668
         Final Residual: 		   2.580206e-03
         Total Reduction in Residual: 	   1.990956e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0308474
    setup: 0.0250065 s
    solve: 0.0058409 s
    solve(per iteration): 0.00146022 s
resid in solve_pyamgx: 2.58e-03
time solve_pyamgx: 3.52e-02
time eps: 4.22e-02

--time step:  46, iter:1, max residual:4.49e-08, u:7.44e-10, v:6.10e-10, w:1.67e-09, p:4.49e-08, k:1.06e-10, eps:1.23e-12, om:0.00e+00


monitor time step:  46, iter:1, u: 1.63e+01, v:-5.13e-02, w: 2.00e+00, p: 1.11e+00, k: 1.33e+00, eps: 1.93e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  1, umax: 3.23e+01, vismax: 7.93e+02, kmin: 6.69e-02, epsmin: 3.84e-01, ommin: 1.00e+00, fkmax: 5.21e+00

time one iteration: 1.98e-01
vismean_mean 3.4042553191489357e-18
modify_u, ustar[-2,-2],[2,2] 0.6262641306464637 0.6303732634505941
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05         0.0239
           1(D)        18136            189276  0.000575        0.00493
           2(D)         1666              6824   0.00246       0.000202
         --------------------------------------------------------------
         Grid Complexity: 1.08371
         Operator Complexity: 1.11923
         Total Memory Usage: 0.0290721 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.938759e+00
              0             1.82349   7.118544e-02         0.0242
              1              1.8235   8.497932e-03         0.1194
              2              1.8235   1.605953e-03         0.1890
              3              1.8235   3.830858e-04         0.2385
              4              1.8235   9.820720e-05         0.2564
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1273
         Final Residual: 		   9.820720e-05
         Total Reduction in Residual: 	   3.341791e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0219677
    setup: 0.015916 s
    solve: 0.00605171 s
    solve(per iteration): 0.00121034 s
resid in solve_pyamgx: 9.82e-05
time solve_pyamgx: 2.63e-02
time u: 3.25e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.166970e+00
              0             1.82349   5.375297e-02         0.0248
              1              1.8235   2.392047e-03         0.0445
              2              1.8235   4.009958e-04         0.1676
              3              1.8235   8.166196e-05         0.2036
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0784
         Final Residual: 		   8.166196e-05
         Total Reduction in Residual: 	   3.768486e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0207736
    setup: 0.015916 s
    solve: 0.00485766 s
    solve(per iteration): 0.00121442 s
resid in solve_pyamgx: 8.17e-05
time solve_pyamgx: 5.28e-03
time v: 7.57e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.762647e+00
              0             1.82349   6.750252e-02         0.0244
              1              1.8235   5.295319e-03         0.0784
              2              1.8235   1.105974e-03         0.2089
              3              1.8235   2.806676e-04         0.2538
              4              1.8235   6.564157e-05         0.2339
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1189
         Final Residual: 		   6.564157e-05
         Total Reduction in Residual: 	   2.376039e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0219678
    setup: 0.015916 s
    solve: 0.00605184 s
    solve(per iteration): 0.00121037 s
resid in solve_pyamgx: 6.56e-05
time solve_pyamgx: 6.54e-03
time w: 8.14e-03
area_out 3.2
flow_in 86.76586881112287 flow_out 86.76454651448378 area_out 3.2 flow_out_new 86.76586881112287 uinc: 0.00041321769971514044
xp.sum(su3d) 2.2674973010339272e-11
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.461032e+00
              0             1.82349   1.421690e+00         0.5777
              1              1.8235   7.199248e-01         0.5064
              2              1.8235   3.553369e-01         0.4936
              3              1.8235   1.853361e-01         0.5216
              4              1.8235   9.552642e-02         0.5154
              5              1.8235   4.838858e-02         0.5065
              6              1.8235   2.550602e-02         0.5271
              7              1.8235   1.419741e-02         0.5566
              8              1.8235   7.871749e-03         0.5544
              9              1.8235   4.328062e-03         0.5498
             10              1.8235   2.948545e-03         0.6813
             11              1.8235   1.755951e-03         0.5955
             12              1.8235   9.684319e-04         0.5515
             13              1.8235   5.027834e-04         0.5192
             14              1.8235   2.588635e-04         0.5149
             15              1.8235   1.309085e-04         0.5057
             16              1.8235   6.989710e-05         0.5339
         --------------------------------------------------------------
         Total Iterations: 17
         Avg Convergence Rate: 		         0.5402
         Final Residual: 		   6.989710e-05
         Total Reduction in Residual: 	   2.840154e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.18289
    setup: 0.138297 s
    solve: 0.0445928 s
    solve(per iteration): 0.00262311 s
resid in solve_px: 6.99e-05
time p: 5.26e-02
time Smag or Wale: 7.15e-07

comm_min_pans:  -1.09e+03, pk_max: 1.42e+03, u2prim_max: 3.95e+00, v2prim_max: 1.38e+00, w2prim_max: 3.05e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5426214705248424 0.8722031727724474 0.6327199869518202
yplus, min,max,mean 28.206393229498147 45.338614492050844 32.88986839916964
uplus, min,max,mean 20.873136351266147 32.682983142828675 24.526687974412425
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0244
           1(D)        69262            699958  0.000146         0.0183
           2(D)         5894            113536   0.00327        0.00276
           3(D)          124               346    0.0225       1.14e-05
         --------------------------------------------------------------
         Grid Complexity: 1.31825
         Operator Complexity: 1.50419
         Total Memory Usage: 0.0454427 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.299377e+00
              0             1.82349   3.945810e-02         0.0120
              1              1.8235   6.884361e-03         0.1745
              2              1.8235   1.698922e-03         0.2468
              3              1.8235   4.487781e-04         0.2642
              4              1.8235   1.327312e-04         0.2958
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1321
         Final Residual: 		   1.327312e-04
         Total Reduction in Residual: 	   4.022916e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0323779
    setup: 0.0251056 s
    solve: 0.00727229 s
    solve(per iteration): 0.00145446 s
resid in solve_pyamgx: 1.33e-04
time solve_pyamgx: 3.68e-02
time k: 4.97e-02
modify_eps, ustar[-2,-2],[2,2] 0.626398477046935 0.6302219421920618
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0244
           1(D)        69422            702172  0.000146         0.0184
           2(D)         5690            106154   0.00328        0.00259
           3(D)          114               362    0.0279       1.15e-05
         --------------------------------------------------------------
         Grid Complexity: 1.31802
         Operator Complexity: 1.501
         Total Memory Usage: 0.0453248 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   4.368221e+02
              0             1.82349   1.173125e+00         0.0027
              1              1.8235   2.388003e-01         0.2036
              2              1.8235   5.809471e-02         0.2433
              3              1.8235   1.634961e-02         0.2814
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0782
         Final Residual: 		   1.634961e-02
         Total Reduction in Residual: 	   3.742854e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.030871
    setup: 0.0250536 s
    solve: 0.00581744 s
    solve(per iteration): 0.00145436 s
resid in solve_pyamgx: 1.63e-02
time solve_pyamgx: 3.52e-02
time eps: 4.22e-02

--time step:  47, iter:0, max residual:1.40e-07, u:7.67e-08, v:6.38e-08, w:5.13e-08, p:1.40e-07, k:8.10e-11, eps:7.80e-12, om:0.00e+00


monitor time step:  47, iter:0, u: 1.64e+01, v:-8.59e-02, w: 1.97e+00, p: 1.81e+00, k: 1.33e+00, eps: 1.93e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  0, umax: 3.23e+01, vismax: 7.92e+02, kmin: 6.51e-02, epsmin: 3.81e-01, ommin: 1.00e+00, fkmax: 4.58e+00

time one iteration: 2.01e-01
modify_u, ustar[-2,-2],[2,2] 0.626398477046935 0.6302219421920618
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05         0.0239
           1(D)        18165            189767  0.000575        0.00494
           2(D)         1662              6884   0.00249       0.000203
         --------------------------------------------------------------
         Grid Complexity: 1.08382
         Operator Complexity: 1.11956
         Total Memory Usage: 0.0290857 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   6.538502e-02
              0             1.82349   2.119319e-03         0.0324
              1              1.8235   2.689287e-04         0.1269
              2              1.8235   5.451843e-05         0.2027
              3              1.8235   1.465378e-05         0.2688
              4              1.8235   4.326873e-06         0.2953
              5              1.8235   1.308163e-06         0.3023
         --------------------------------------------------------------
         Total Iterations: 6
         Avg Convergence Rate: 		         0.1648
         Final Residual: 		   1.308163e-06
         Total Reduction in Residual: 	   2.000708e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0230526
    setup: 0.0157737 s
    solve: 0.00727891 s
    solve(per iteration): 0.00121315 s
resid in solve_pyamgx: 1.31e-06
time solve_pyamgx: 2.74e-02
time u: 3.18e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.272217e-02
              0             1.82349   1.651372e-03         0.0313
              1              1.8235   2.386251e-04         0.1445
              2              1.8235   3.896855e-05         0.1633
              3              1.8235   9.859600e-06         0.2530
              4              1.8235   2.958961e-06         0.3001
              5              1.8235   8.389857e-07         0.2835
         --------------------------------------------------------------
         Total Iterations: 6
         Avg Convergence Rate: 		         0.1586
         Final Residual: 		   8.389857e-07
         Total Reduction in Residual: 	   1.591334e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0230733
    setup: 0.0157737 s
    solve: 0.00729965 s
    solve(per iteration): 0.00121661 s
resid in solve_pyamgx: 8.39e-07
time solve_pyamgx: 7.81e-03
time v: 1.00e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   6.934949e-02
              0             1.82349   1.809838e-03         0.0261
              1              1.8235   1.832936e-04         0.1013
              2              1.8235   3.248984e-05         0.1773
              3              1.8235   8.440675e-06         0.2598
              4              1.8235   2.096942e-06         0.2484
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1248
         Final Residual: 		   2.096942e-06
         Total Reduction in Residual: 	   3.023731e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0217969
    setup: 0.0157737 s
    solve: 0.00602317 s
    solve(per iteration): 0.00120463 s
resid in solve_pyamgx: 2.10e-06
time solve_pyamgx: 6.44e-03
time w: 8.09e-03
area_out 3.2
flow_in 86.76586881112287 flow_out 86.76454579425287 area_out 3.2 flow_out_new 86.76586881112286 uinc: 0.00041344277187604916
xp.sum(su3d) 1.216604594844739e-11
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   6.449150e-01
              0             1.82349   4.025481e-01         0.6242
              1              1.8235   1.977441e-01         0.4912
              2              1.8235   9.539123e-02         0.4824
              3              1.8235   4.796817e-02         0.5029
              4              1.8235   2.449074e-02         0.5106
              5              1.8235   1.264069e-02         0.5161
              6              1.8235   6.687744e-03         0.5291
              7              1.8235   3.645660e-03         0.5451
              8              1.8235   1.988701e-03         0.5455
              9              1.8235   1.082502e-03         0.5443
             10              1.8235   7.336414e-04         0.6777
             11              1.8235   4.329047e-04         0.5901
             12              1.8235   2.400198e-04         0.5544
             13              1.8235   1.261070e-04         0.5254
             14              1.8235   6.654444e-05         0.5277
             15              1.8235   3.452373e-05         0.5188
             16              1.8235   1.856993e-05         0.5379
         --------------------------------------------------------------
         Total Iterations: 17
         Avg Convergence Rate: 		         0.5406
         Final Residual: 		   1.856993e-05
         Total Reduction in Residual: 	   2.879438e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.182739
    setup: 0.138297 s
    solve: 0.0444416 s
    solve(per iteration): 0.00261421 s
resid in solve_px: 1.86e-05
time p: 5.20e-02
time Smag or Wale: 4.77e-07

comm_min_pans:  -1.14e+03, pk_max: 1.42e+03, u2prim_max: 3.95e+00, v2prim_max: 1.38e+00, w2prim_max: 3.05e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5175449306249866 0.8707752763651229 0.6330635903047769
yplus, min,max,mean 26.90287174413121 45.26438999165091 32.90772948984689
uplus, min,max,mean 20.893105364809287 32.69377208783973 24.513193957638965
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0244
           1(D)        69384            701566  0.000146         0.0184
           2(D)         5871            112725   0.00327        0.00274
           3(D)          125               343     0.022       1.14e-05
         --------------------------------------------------------------
         Grid Complexity: 1.31867
         Operator Complexity: 1.50468
         Total Memory Usage: 0.0454656 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.532251e+00
              0             1.82349   2.053992e-02         0.0058
              1              1.8235   1.352118e-03         0.0658
              2              1.8235   1.801543e-04         0.1332
              3              1.8235   5.737973e-05         0.3185
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0635
         Final Residual: 		   5.737973e-05
         Total Reduction in Residual: 	   1.624452e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0309473
    setup: 0.0251576 s
    solve: 0.0057897 s
    solve(per iteration): 0.00144742 s
resid in solve_pyamgx: 5.74e-05
time solve_pyamgx: 3.52e-02
time k: 4.77e-02
modify_eps, ustar[-2,-2],[2,2] 0.6264546898528025 0.6301399047726045
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0244
           1(D)        69398            701382  0.000146         0.0183
           2(D)         5772            106752    0.0032         0.0026
           3(D)          114               308    0.0237       1.03e-05
         --------------------------------------------------------------
         Grid Complexity: 1.31827
         Operator Complexity: 1.50085
         Total Memory Usage: 0.0453223 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   1.031052e+02
              0             1.82349   1.094932e-01         0.0011
              1              1.8235   2.962103e-02         0.2705
              2              1.8235   9.000639e-03         0.3039
              3              1.8235   2.813742e-03         0.3126
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0723
         Final Residual: 		   2.813742e-03
         Total Reduction in Residual: 	   2.729000e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.030936
    setup: 0.0251502 s
    solve: 0.00578579 s
    solve(per iteration): 0.00144645 s
resid in solve_pyamgx: 2.81e-03
time solve_pyamgx: 3.52e-02
time eps: 4.23e-02

--time step:  47, iter:1, max residual:4.71e-08, u:1.02e-09, v:6.55e-10, w:1.64e-09, p:4.71e-08, k:3.50e-11, eps:1.34e-12, om:0.00e+00


monitor time step:  47, iter:1, u: 1.64e+01, v:-7.44e-02, w: 1.97e+00, p: 2.02e+00, k: 1.33e+00, eps: 1.93e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  1, umax: 3.23e+01, vismax: 8.09e+02, kmin: 6.51e-02, epsmin: 3.81e-01, ommin: 1.00e+00, fkmax: 4.98e+00

time one iteration: 2.00e-01
vismean_mean 3.333333333333333e-18
modify_u, ustar[-2,-2],[2,2] 0.6264546898528025 0.6301399047726045
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05         0.0239
           1(D)        18146            189204  0.000575        0.00493
           2(D)         1698              6990   0.00242       0.000207
         --------------------------------------------------------------
         Grid Complexity: 1.08389
         Operator Complexity: 1.11929
         Total Memory Usage: 0.0290761 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.972687e+00
              0             1.82349   7.185946e-02         0.0242
              1              1.8235   8.584889e-03         0.1195
              2              1.8235   1.621720e-03         0.1889
              3              1.8235   3.902785e-04         0.2407
              4              1.8235   9.511521e-05         0.2437
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1262
         Final Residual: 		   9.511521e-05
         Total Reduction in Residual: 	   3.199637e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0224854
    setup: 0.0164364 s
    solve: 0.00604902 s
    solve(per iteration): 0.0012098 s
resid in solve_pyamgx: 9.51e-05
time solve_pyamgx: 2.68e-02
time u: 3.29e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.179586e+00
              0             1.82349   5.396949e-02         0.0248
              1              1.8235   2.390419e-03         0.0443
              2              1.8235   4.034406e-04         0.1688
              3              1.8235   8.503155e-05         0.2108
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0790
         Final Residual: 		   8.503155e-05
         Total Reduction in Residual: 	   3.901270e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0212734
    setup: 0.0164364 s
    solve: 0.00483699 s
    solve(per iteration): 0.00120925 s
resid in solve_pyamgx: 8.50e-05
time solve_pyamgx: 5.24e-03
time v: 7.43e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.784325e+00
              0             1.82349   6.753188e-02         0.0243
              1              1.8235   5.353237e-03         0.0793
              2              1.8235   1.095621e-03         0.2047
              3              1.8235   2.748403e-04         0.2509
              4              1.8235   6.666042e-05         0.2425
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1191
         Final Residual: 		   6.666042e-05
         Total Reduction in Residual: 	   2.394132e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0224659
    setup: 0.0164364 s
    solve: 0.0060295 s
    solve(per iteration): 0.0012059 s
resid in solve_pyamgx: 6.67e-05
time solve_pyamgx: 6.48e-03
time w: 8.15e-03
area_out 3.2
flow_in 86.76586881112289 flow_out 86.76454590354307 area_out 3.2 flow_out_new 86.76586881112287 uinc: 0.00041340861869354484
xp.sum(su3d) 1.0625722524082448e-11
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.471307e+00
              0             1.82349   1.420250e+00         0.5747
              1              1.8235   7.207491e-01         0.5075
              2              1.8235   3.565106e-01         0.4946
              3              1.8235   1.862720e-01         0.5225
              4              1.8235   9.625037e-02         0.5167
              5              1.8235   4.894157e-02         0.5085
              6              1.8235   2.581973e-02         0.5276
              7              1.8235   1.441981e-02         0.5585
              8              1.8235   8.025889e-03         0.5566
              9              1.8235   4.411493e-03         0.5497
             10              1.8235   2.999254e-03         0.6799
             11              1.8235   1.781481e-03         0.5940
             12              1.8235   9.814594e-04         0.5509
             13              1.8235   5.085670e-04         0.5182
             14              1.8235   2.602837e-04         0.5118
             15              1.8235   1.311869e-04         0.5040
             16              1.8235   6.978261e-05         0.5319
         --------------------------------------------------------------
         Total Iterations: 17
         Avg Convergence Rate: 		         0.5400
         Final Residual: 		   6.978261e-05
         Total Reduction in Residual: 	   2.823712e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.182774
    setup: 0.138297 s
    solve: 0.0444768 s
    solve(per iteration): 0.00261628 s
resid in solve_px: 6.98e-05
time p: 5.20e-02
time Smag or Wale: 4.77e-07

comm_min_pans:  -1.11e+03, pk_max: 1.41e+03, u2prim_max: 3.94e+00, v2prim_max: 1.36e+00, w2prim_max: 3.03e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5226006090158343 0.8698887661982894 0.6331521457880132
yplus, min,max,mean 27.16567456429274 45.2183076751081 32.912332755509006
uplus, min,max,mean 20.983800290328208 33.126042185694395 24.548673633086477
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0244
           1(D)        69347            700893  0.000146         0.0183
           2(D)         5888            113156   0.00326        0.00275
           3(D)          128               322    0.0197        1.1e-05
         --------------------------------------------------------------
         Grid Complexity: 1.3186
         Operator Complexity: 1.50452
         Total Memory Usage: 0.0454588 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.413784e+00
              0             1.82349   4.006883e-02         0.0117
              1              1.8235   6.837657e-03         0.1706
              2              1.8235   1.700493e-03         0.2487
              3              1.8235   4.392710e-04         0.2583
              4              1.8235   1.259862e-04         0.2868
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1298
         Final Residual: 		   1.259862e-04
         Total Reduction in Residual: 	   3.690514e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0325211
    setup: 0.0252653 s
    solve: 0.00725574 s
    solve(per iteration): 0.00145115 s
resid in solve_pyamgx: 1.26e-04
time solve_pyamgx: 3.69e-02
time k: 4.97e-02
modify_eps, ustar[-2,-2],[2,2] 0.6265827036597273 0.6299750820119177
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0244
           1(D)        69336            701450  0.000146         0.0183
           2(D)         5660            105784    0.0033        0.00258
           3(D)          107               299    0.0261       9.89e-06
         --------------------------------------------------------------
         Grid Complexity: 1.3175
         Operator Complexity: 1.50029
         Total Memory Usage: 0.0452926 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   4.697939e+02
              0             1.82349   1.179782e+00         0.0025
              1              1.8235   2.474954e-01         0.2098
              2              1.8235   6.333077e-02         0.2559
              3              1.8235   1.892019e-02         0.2988
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0797
         Final Residual: 		   1.892019e-02
         Total Reduction in Residual: 	   4.027339e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.030913
    setup: 0.0250926 s
    solve: 0.00582042 s
    solve(per iteration): 0.0014551 s
resid in solve_pyamgx: 1.89e-02
time solve_pyamgx: 3.54e-02
time eps: 4.25e-02

--time step:  48, iter:0, max residual:1.40e-07, u:7.43e-08, v:6.64e-08, w:5.21e-08, p:1.40e-07, k:7.69e-11, eps:9.02e-12, om:0.00e+00


monitor time step:  48, iter:0, u: 1.65e+01, v:-1.09e-01, w: 1.94e+00, p: 2.72e+00, k: 1.33e+00, eps: 1.94e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  0, umax: 3.23e+01, vismax: 8.11e+02, kmin: 6.34e-02, epsmin: 3.79e-01, ommin: 1.00e+00, fkmax: 4.60e+00

time one iteration: 2.01e-01
modify_u, ustar[-2,-2],[2,2] 0.6265827036597273 0.6299750820119177
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05         0.0239
           1(D)        18179            190049  0.000575        0.00495
           2(D)         1677              6943   0.00247       0.000205
         --------------------------------------------------------------
         Grid Complexity: 1.08394
         Operator Complexity: 1.11977
         Total Memory Usage: 0.0290948 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   6.576450e-02
              0             1.82349   2.113663e-03         0.0321
              1              1.8235   2.616223e-04         0.1238
              2              1.8235   5.329899e-05         0.2037
              3              1.8235   1.483303e-05         0.2783
              4              1.8235   4.684545e-06         0.3158
              5              1.8235   1.427721e-06         0.3048
         --------------------------------------------------------------
         Total Iterations: 6
         Avg Convergence Rate: 		         0.1670
         Final Residual: 		   1.427721e-06
         Total Reduction in Residual: 	   2.170960e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0237679
    setup: 0.0164811 s
    solve: 0.00728678 s
    solve(per iteration): 0.00121446 s
resid in solve_pyamgx: 1.43e-06
time solve_pyamgx: 2.82e-02
time u: 3.27e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.337655e-02
              0             1.82349   1.670961e-03         0.0313
              1              1.8235   2.395438e-04         0.1434
              2              1.8235   3.926181e-05         0.1639
              3              1.8235   9.848957e-06         0.2509
              4              1.8235   2.979792e-06         0.3025
              5              1.8235   8.411028e-07         0.2823
         --------------------------------------------------------------
         Total Iterations: 6
         Avg Convergence Rate: 		         0.1583
         Final Residual: 		   8.411028e-07
         Total Reduction in Residual: 	   1.575791e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0237428
    setup: 0.0164811 s
    solve: 0.00726166 s
    solve(per iteration): 0.00121028 s
resid in solve_pyamgx: 8.41e-07
time solve_pyamgx: 7.72e-03
time v: 9.92e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   6.912553e-02
              0             1.82349   1.809124e-03         0.0262
              1              1.8235   1.845442e-04         0.1020
              2              1.8235   3.136036e-05         0.1699
              3              1.8235   7.880762e-06         0.2513
              4              1.8235   1.964320e-06         0.2493
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1232
         Final Residual: 		   1.964320e-06
         Total Reduction in Residual: 	   2.841671e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0225012
    setup: 0.0164811 s
    solve: 0.00602013 s
    solve(per iteration): 0.00120403 s
resid in solve_pyamgx: 1.96e-06
time solve_pyamgx: 6.47e-03
time w: 8.11e-03
area_out 3.2
flow_in 86.76586881112289 flow_out 86.76454520607413 area_out 3.2 flow_out_new 86.7658688111229 uinc: 0.00041362657773547085
xp.sum(su3d) -5.757394561101137e-12
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   6.575370e-01
              0             1.82349   4.074123e-01         0.6196
              1              1.8235   2.005667e-01         0.4923
              2              1.8235   9.682401e-02         0.4828
              3              1.8235   4.860636e-02         0.5020
              4              1.8235   2.489325e-02         0.5121
              5              1.8235   1.288609e-02         0.5177
              6              1.8235   6.814684e-03         0.5288
              7              1.8235   3.710658e-03         0.5445
              8              1.8235   2.024465e-03         0.5456
              9              1.8235   1.108167e-03         0.5474
             10              1.8235   7.540369e-04         0.6804
             11              1.8235   4.462278e-04         0.5918
             12              1.8235   2.469340e-04         0.5534
             13              1.8235   1.294340e-04         0.5242
             14              1.8235   6.857035e-05         0.5298
             15              1.8235   3.561038e-05         0.5193
             16              1.8235   1.914866e-05         0.5377
         --------------------------------------------------------------
         Total Iterations: 17
         Avg Convergence Rate: 		         0.5410
         Final Residual: 		   1.914866e-05
         Total Reduction in Residual: 	   2.912180e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.182677
    setup: 0.138297 s
    solve: 0.0443801 s
    solve(per iteration): 0.0026106 s
resid in solve_px: 1.91e-05
time p: 5.22e-02
time Smag or Wale: 7.15e-07

comm_min_pans:  -1.14e+03, pk_max: 1.41e+03, u2prim_max: 3.94e+00, v2prim_max: 1.36e+00, w2prim_max: 3.03e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5166104832457683 0.8696497224105314 0.6334603361029342
yplus, min,max,mean 26.854297569200366 45.20588176967894 32.92835301582745
uplus, min,max,mean 20.972166371103047 33.16398950738758 24.536512298067322
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0244
           1(D)        69328            701200  0.000146         0.0183
           2(D)         5940            114778   0.00325        0.00279
           3(D)          137               485    0.0258       1.49e-05
         --------------------------------------------------------------
         Grid Complexity: 1.31878
         Operator Complexity: 1.50582
         Total Memory Usage: 0.0455077 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.498939e+00
              0             1.82349   1.961378e-02         0.0056
              1              1.8235   1.380392e-03         0.0704
              2              1.8235   1.912411e-04         0.1385
              3              1.8235   6.584077e-05         0.3443
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0659
         Final Residual: 		   6.584077e-05
         Total Reduction in Residual: 	   1.881735e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0308486
    setup: 0.0250532 s
    solve: 0.00579546 s
    solve(per iteration): 0.00144886 s
resid in solve_pyamgx: 6.58e-05
time solve_pyamgx: 3.51e-02
time k: 4.77e-02
modify_eps, ustar[-2,-2],[2,2] 0.6266364858623584 0.6298853689651915
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0244
           1(D)        69312            699836  0.000146         0.0183
           2(D)         5779            107027    0.0032        0.00261
           3(D)           95               261    0.0289       8.68e-06
         --------------------------------------------------------------
         Grid Complexity: 1.31785
         Operator Complexity: 1.50003
         Total Memory Usage: 0.0452879 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   1.363571e+02
              0             1.82349   1.372200e-01         0.0010
              1              1.8235   4.289215e-02         0.3126
              2              1.8235   1.289034e-02         0.3005
              3              1.8235   3.712463e-03         0.2880
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0722
         Final Residual: 		   3.712463e-03
         Total Reduction in Residual: 	   2.722604e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0308137
    setup: 0.024982 s
    solve: 0.00583168 s
    solve(per iteration): 0.00145792 s
resid in solve_pyamgx: 3.71e-03
time solve_pyamgx: 3.52e-02
time eps: 4.22e-02

--time step:  48, iter:1, max residual:4.91e-08, u:1.12e-09, v:6.57e-10, w:1.53e-09, p:4.91e-08, k:4.02e-11, eps:1.77e-12, om:0.00e+00


monitor time step:  48, iter:1, u: 1.65e+01, v:-9.72e-02, w: 1.94e+00, p: 2.94e+00, k: 1.33e+00, eps: 1.94e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  1, umax: 3.23e+01, vismax: 8.25e+02, kmin: 6.34e-02, epsmin: 3.79e-01, ommin: 1.00e+00, fkmax: 5.13e+00

time one iteration: 2.01e-01
vismean_mean 3.2653061224489792e-18
modify_u, ustar[-2,-2],[2,2] 0.6266364858623584 0.6298853689651915
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05         0.0239
           1(D)        18208            190550  0.000575        0.00496
           2(D)         1707              7017   0.00241       0.000208
         --------------------------------------------------------------
         Grid Complexity: 1.08419
         Operator Complexity: 1.12012
         Total Memory Usage: 0.0291105 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.006423e+00
              0             1.82349   7.272483e-02         0.0242
              1              1.8235   8.756728e-03         0.1204
              2              1.8235   1.641841e-03         0.1875
              3              1.8235   3.959539e-04         0.2412
              4              1.8235   9.385274e-05         0.2370
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1256
         Final Residual: 		   9.385274e-05
         Total Reduction in Residual: 	   3.121741e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0218893
    setup: 0.0158338 s
    solve: 0.00605555 s
    solve(per iteration): 0.00121111 s
resid in solve_pyamgx: 9.39e-05
time solve_pyamgx: 2.62e-02
time u: 3.23e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.192252e+00
              0             1.82349   5.417137e-02         0.0247
              1              1.8235   2.407112e-03         0.0444
              2              1.8235   4.333963e-04         0.1800
              3              1.8235   9.378334e-05         0.2164
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0809
         Final Residual: 		   9.378334e-05
         Total Reduction in Residual: 	   4.277945e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0207262
    setup: 0.0158338 s
    solve: 0.00489245 s
    solve(per iteration): 0.00122311 s
resid in solve_pyamgx: 9.38e-05
time solve_pyamgx: 5.31e-03
time v: 7.56e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.803808e+00
              0             1.82349   6.750926e-02         0.0241
              1              1.8235   5.368952e-03         0.0795
              2              1.8235   1.082775e-03         0.2017
              3              1.8235   2.686044e-04         0.2481
              4              1.8235   6.700433e-05         0.2495
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1190
         Final Residual: 		   6.700433e-05
         Total Reduction in Residual: 	   2.389762e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0218512
    setup: 0.0158338 s
    solve: 0.00601741 s
    solve(per iteration): 0.00120348 s
resid in solve_pyamgx: 6.70e-05
time solve_pyamgx: 6.44e-03
time w: 8.11e-03
area_out 3.2
flow_in 86.76586881112287 flow_out 86.7645453017259 area_out 3.2 flow_out_new 86.76586881112289 uinc: 0.0004135966865526086
xp.sum(su3d) -2.4482638139033952e-12
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.476373e+00
              0             1.82349   1.421203e+00         0.5739
              1              1.8235   7.222058e-01         0.5082
              2              1.8235   3.587760e-01         0.4968
              3              1.8235   1.874913e-01         0.5226
              4              1.8235   9.714010e-02         0.5181
              5              1.8235   4.960897e-02         0.5107
              6              1.8235   2.620686e-02         0.5283
              7              1.8235   1.466791e-02         0.5597
              8              1.8235   8.202885e-03         0.5592
              9              1.8235   4.511122e-03         0.5499
             10              1.8235   3.060889e-03         0.6785
             11              1.8235   1.816380e-03         0.5934
             12              1.8235   1.000787e-03         0.5510
             13              1.8235   5.191098e-04         0.5187
             14              1.8235   2.652830e-04         0.5110
             15              1.8235   1.338869e-04         0.5047
             16              1.8235   7.111660e-05         0.5312
         --------------------------------------------------------------
         Total Iterations: 17
         Avg Convergence Rate: 		         0.5405
         Final Residual: 		   7.111660e-05
         Total Reduction in Residual: 	   2.871805e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.182671
    setup: 0.138297 s
    solve: 0.044374 s
    solve(per iteration): 0.00261024 s
resid in solve_px: 7.11e-05
time p: 5.20e-02
time Smag or Wale: 9.54e-07

comm_min_pans:  -1.08e+03, pk_max: 1.39e+03, u2prim_max: 3.93e+00, v2prim_max: 1.34e+00, w2prim_max: 3.01e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5141581432573387 0.8720036410228627 0.6335560164363675
yplus, min,max,mean 26.726820737184923 45.32824249002683 32.93332664340349
uplus, min,max,mean 21.09263737175797 33.37220794485058 24.57107371266055
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 5
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0244
           1(D)        69171            700557  0.000146         0.0183
           2(D)         5882            113876   0.00329        0.00277
           3(D)          121               393    0.0268       1.33e-05
           4(D)            2                 4         1       1.64e-07
         --------------------------------------------------------------
         Grid Complexity: 1.31781
         Operator Complexity: 1.50481
         Total Memory Usage: 0.0454603 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.300495e+00
              0             1.82349   4.004232e-02         0.0121
              1              1.8235   6.955555e-03         0.1737
              2              1.8235   1.688418e-03         0.2427
              3              1.8235   4.449905e-04         0.2636
              4              1.8235   1.354848e-04         0.3045
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1326
         Final Residual: 		   1.354848e-04
         Total Reduction in Residual: 	   4.104985e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.033327
    setup: 0.0258385 s
    solve: 0.00748845 s
    solve(per iteration): 0.00149769 s
resid in solve_pyamgx: 1.35e-04
time solve_pyamgx: 3.78e-02
time k: 5.04e-02
modify_eps, ustar[-2,-2],[2,2] 0.6267583709491168 0.6297110903655936
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0244
           1(D)        69281            701201  0.000146         0.0183
           2(D)         5779            107605   0.00322        0.00262
           3(D)          106               290    0.0258       9.66e-06
         --------------------------------------------------------------
         Grid Complexity: 1.31777
         Operator Complexity: 1.50125
         Total Memory Usage: 0.0453308 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   4.199859e+02
              0             1.82349   1.199956e+00         0.0029
              1              1.8235   2.496078e-01         0.2080
              2              1.8235   6.020933e-02         0.2412
              3              1.8235   1.747126e-02         0.2902
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0803
         Final Residual: 		   1.747126e-02
         Total Reduction in Residual: 	   4.159964e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0311668
    setup: 0.0253504 s
    solve: 0.00581638 s
    solve(per iteration): 0.0014541 s
resid in solve_pyamgx: 1.75e-02
time solve_pyamgx: 3.55e-02
time eps: 4.27e-02

--time step:  49, iter:0, max residual:1.45e-07, u:7.33e-08, v:7.33e-08, w:5.23e-08, p:1.45e-07, k:8.27e-11, eps:8.33e-12, om:0.00e+00


monitor time step:  49, iter:0, u: 1.66e+01, v:-1.31e-01, w: 1.89e+00, p: 3.63e+00, k: 1.33e+00, eps: 1.94e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  0, umax: 3.23e+01, vismax: 8.23e+02, kmin: 6.18e-02, epsmin: 3.76e-01, ommin: 1.00e+00, fkmax: 4.58e+00

time one iteration: 2.01e-01
modify_u, ustar[-2,-2],[2,2] 0.6267583709491168 0.6297110903655936
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05         0.0239
           1(D)        18219            190383  0.000574        0.00496
           2(D)         1707              6959   0.00239       0.000206
         --------------------------------------------------------------
         Grid Complexity: 1.08424
         Operator Complexity: 1.11998
         Total Memory Usage: 0.029106 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   6.585476e-02
              0             1.82349   2.120940e-03         0.0322
              1              1.8235   2.653975e-04         0.1251
              2              1.8235   5.331221e-05         0.2009
              3              1.8235   1.373431e-05         0.2576
              4              1.8235   3.855778e-06         0.2807
              5              1.8235   1.202799e-06         0.3119
         --------------------------------------------------------------
         Total Iterations: 6
         Avg Convergence Rate: 		         0.1623
         Final Residual: 		   1.202799e-06
         Total Reduction in Residual: 	   1.826441e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0231253
    setup: 0.0158124 s
    solve: 0.00731293 s
    solve(per iteration): 0.00121882 s
resid in solve_pyamgx: 1.20e-06
time solve_pyamgx: 2.75e-02
time u: 3.20e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.341272e-02
              0             1.82349   1.682776e-03         0.0315
              1              1.8235   2.426581e-04         0.1442
              2              1.8235   4.076933e-05         0.1680
              3              1.8235   1.047883e-05         0.2570
              4              1.8235   3.163569e-06         0.3019
              5              1.8235   8.840285e-07         0.2794
         --------------------------------------------------------------
         Total Iterations: 6
         Avg Convergence Rate: 		         0.1596
         Final Residual: 		   8.840285e-07
         Total Reduction in Residual: 	   1.655090e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0230717
    setup: 0.0158124 s
    solve: 0.00725933 s
    solve(per iteration): 0.00120989 s
resid in solve_pyamgx: 8.84e-07
time solve_pyamgx: 7.75e-03
time v: 1.02e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   6.840901e-02
              0             1.82349   1.803589e-03         0.0264
              1              1.8235   1.866886e-04         0.1035
              2              1.8235   3.305878e-05         0.1771
              3              1.8235   8.675696e-06         0.2624
              4              1.8235   2.213386e-06         0.2551
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1265
         Final Residual: 		   2.213386e-06
         Total Reduction in Residual: 	   3.235519e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0218806
    setup: 0.0158124 s
    solve: 0.00606822 s
    solve(per iteration): 0.00121364 s
resid in solve_pyamgx: 2.21e-06
time solve_pyamgx: 6.58e-03
time w: 8.24e-03
area_out 3.2
flow_in 86.76586881112287 flow_out 86.76454463877572 area_out 3.2 flow_out_new 86.76586881112289 uinc: 0.0004138038584855508
xp.sum(su3d) -4.567013434098044e-12
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   6.621188e-01
              0             1.82349   4.109756e-01         0.6207
              1              1.8235   2.027650e-01         0.4934
              2              1.8235   9.771152e-02         0.4819
              3              1.8235   4.911178e-02         0.5026
              4              1.8235   2.524385e-02         0.5140
              5              1.8235   1.311156e-02         0.5194
              6              1.8235   6.948383e-03         0.5299
              7              1.8235   3.788372e-03         0.5452
              8              1.8235   2.071481e-03         0.5468
              9              1.8235   1.141743e-03         0.5512
             10              1.8235   7.793790e-04         0.6826
             11              1.8235   4.623970e-04         0.5933
             12              1.8235   2.558390e-04         0.5533
             13              1.8235   1.343355e-04         0.5251
             14              1.8235   7.103324e-05         0.5288
             15              1.8235   3.720243e-05         0.5237
             16              1.8235   2.009293e-05         0.5401
         --------------------------------------------------------------
         Total Iterations: 17
         Avg Convergence Rate: 		         0.5423
         Final Residual: 		   2.009293e-05
         Total Reduction in Residual: 	   3.034641e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.182763
    setup: 0.138297 s
    solve: 0.0444663 s
    solve(per iteration): 0.00261567 s
resid in solve_px: 2.01e-05
time p: 5.22e-02
time Smag or Wale: 4.77e-07

comm_min_pans:  -1.13e+03, pk_max: 1.39e+03, u2prim_max: 3.93e+00, v2prim_max: 1.34e+00, w2prim_max: 3.01e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5143702386901551 0.8719373080527235 0.6338782952131569
yplus, min,max,mean 26.737845820977522 45.324794388649615 32.95007924609509
uplus, min,max,mean 21.071141838165847 33.399524494849715 24.558267096950146
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0244
           1(D)        69203            700275  0.000146         0.0183
           2(D)         5971            115363   0.00324         0.0028
           3(D)          140               412     0.021       1.34e-05
         --------------------------------------------------------------
         Grid Complexity: 1.31839
         Operator Complexity: 1.50556
         Total Memory Usage: 0.0454937 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.460636e+00
              0             1.82349   2.062165e-02         0.0060
              1              1.8235   1.579075e-03         0.0766
              2              1.8235   1.788620e-04         0.1133
              3              1.8235   5.064044e-05         0.2831
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0618
         Final Residual: 		   5.064044e-05
         Total Reduction in Residual: 	   1.463328e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0309
    setup: 0.0251023 s
    solve: 0.0057977 s
    solve(per iteration): 0.00144942 s
resid in solve_pyamgx: 5.06e-05
time solve_pyamgx: 3.52e-02
time k: 4.76e-02
modify_eps, ustar[-2,-2],[2,2] 0.626809781515981 0.6296158491889154
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0244
           1(D)        69288            700310  0.000146         0.0183
           2(D)         5813            108805   0.00322        0.00265
           3(D)          105               225    0.0204       8.17e-06
         --------------------------------------------------------------
         Grid Complexity: 1.31794
         Operator Complexity: 1.50141
         Total Memory Usage: 0.0453384 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   1.017873e+02
              0             1.82349   1.058505e-01         0.0010
              1              1.8235   2.616854e-02         0.2472
              2              1.8235   7.285248e-03         0.2784
              3              1.8235   2.248275e-03         0.3086
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0686
         Final Residual: 		   2.248275e-03
         Total Reduction in Residual: 	   2.208796e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0309883
    setup: 0.0251761 s
    solve: 0.00581219 s
    solve(per iteration): 0.00145305 s
resid in solve_pyamgx: 2.25e-03
time solve_pyamgx: 3.54e-02
time eps: 4.24e-02

--time step:  49, iter:1, max residual:5.17e-08, u:9.40e-10, v:6.91e-10, w:1.73e-09, p:5.17e-08, k:3.09e-11, eps:1.07e-12, om:0.00e+00


monitor time step:  49, iter:1, u: 1.66e+01, v:-1.19e-01, w: 1.90e+00, p: 3.88e+00, k: 1.33e+00, eps: 1.94e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  1, umax: 3.23e+01, vismax: 8.39e+02, kmin: 6.18e-02, epsmin: 3.76e-01, ommin: 1.00e+00, fkmax: 4.97e+00

time one iteration: 2.01e-01
vismean_mean 3.2e-18
modify_u, ustar[-2,-2],[2,2] 0.626809781515981 0.6296158491889154
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05          0.024
           1(D)        18907            202575  0.000567        0.00526
           2(D)         1793              7345   0.00228       0.000218
         --------------------------------------------------------------
         Grid Complexity: 1.08751
         Operator Complexity: 1.12763
         Total Memory Usage: 0.0294269 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.039792e+00
              0             1.82349   7.342013e-02         0.0242
              1              1.8235   8.681513e-03         0.1182
              2              1.8235   1.642005e-03         0.1891
              3              1.8235   3.921257e-04         0.2388
              4              1.8235   9.118379e-05         0.2325
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1246
         Final Residual: 		   9.118379e-05
         Total Reduction in Residual: 	   2.999672e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0227157
    setup: 0.0166502 s
    solve: 0.00606541 s
    solve(per iteration): 0.00121308 s
resid in solve_pyamgx: 9.12e-05
time solve_pyamgx: 2.70e-02
time u: 3.31e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.205185e+00
              0             1.82349   5.439558e-02         0.0247
              1              1.8235   2.388516e-03         0.0439
              2              1.8235   4.130450e-04         0.1729
              3              1.8235   8.889058e-05         0.2152
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0797
         Final Residual: 		   8.889058e-05
         Total Reduction in Residual: 	   4.030982e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0215242
    setup: 0.0166502 s
    solve: 0.00487398 s
    solve(per iteration): 0.0012185 s
resid in solve_pyamgx: 8.89e-05
time solve_pyamgx: 5.37e-03
time v: 7.64e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.821515e+00
              0             1.82349   6.745110e-02         0.0239
              1              1.8235   5.366202e-03         0.0796
              2              1.8235   1.070464e-03         0.1995
              3              1.8235   2.581671e-04         0.2412
              4              1.8235   6.201828e-05         0.2402
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1171
         Final Residual: 		   6.201828e-05
         Total Reduction in Residual: 	   2.198049e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0226755
    setup: 0.0166502 s
    solve: 0.00602522 s
    solve(per iteration): 0.00120504 s
resid in solve_pyamgx: 6.20e-05
time solve_pyamgx: 6.50e-03
time w: 8.11e-03
area_out 3.2
flow_in 86.76586881112289 flow_out 86.76454473388927 area_out 3.2 flow_out_new 86.7658688111229 uinc: 0.0004137741355059177
xp.sum(su3d) 3.7680969455777813e-13
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.485541e+00
              0             1.82349   1.419951e+00         0.5713
              1              1.8235   7.231740e-01         0.5093
              2              1.8235   3.603054e-01         0.4982
              3              1.8235   1.886869e-01         0.5237
              4              1.8235   9.804629e-02         0.5196
              5              1.8235   5.024697e-02         0.5125
              6              1.8235   2.661557e-02         0.5297
              7              1.8235   1.495315e-02         0.5618
              8              1.8235   8.401331e-03         0.5618
              9              1.8235   4.623357e-03         0.5503
             10              1.8235   3.133992e-03         0.6779
             11              1.8235   1.858259e-03         0.5929
             12              1.8235   1.026289e-03         0.5523
             13              1.8235   5.344632e-04         0.5208
             14              1.8235   2.731449e-04         0.5111
             15              1.8235   1.385415e-04         0.5072
             16              1.8235   7.393261e-05         0.5336
         --------------------------------------------------------------
         Total Iterations: 17
         Avg Convergence Rate: 		         0.5417
         Final Residual: 		   7.393261e-05
         Total Reduction in Residual: 	   2.974507e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.182814
    setup: 0.138297 s
    solve: 0.0445174 s
    solve(per iteration): 0.00261867 s
resid in solve_px: 7.39e-05
time p: 5.27e-02
time Smag or Wale: 7.15e-07

comm_min_pans:  -1.07e+03, pk_max: 1.38e+03, u2prim_max: 3.93e+00, v2prim_max: 1.32e+00, w2prim_max: 2.99e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5145066131474858 0.8718917835446631 0.6339603906698813
yplus, min,max,mean 26.744934798798855 45.32242794676391 32.9543467085169
uplus, min,max,mean 21.22148684143417 33.282416066952855 24.592796409094003
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0244
           1(D)        69193            698969  0.000146         0.0183
           2(D)         5904            114196   0.00328        0.00277
           3(D)          117               349    0.0255       1.13e-05
         --------------------------------------------------------------
         Grid Complexity: 1.31797
         Operator Complexity: 1.50399
         Total Memory Usage: 0.045432 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.867709e+00
              0             1.82349   3.977019e-02         0.0139
              1              1.8235   6.890102e-03         0.1732
              2              1.8235   1.676697e-03         0.2433
              3              1.8235   4.395683e-04         0.2622
              4              1.8235   1.275948e-04         0.2903
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1348
         Final Residual: 		   1.275948e-04
         Total Reduction in Residual: 	   4.449363e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0326567
    setup: 0.0253379 s
    solve: 0.00731888 s
    solve(per iteration): 0.00146378 s
resid in solve_pyamgx: 1.28e-04
time solve_pyamgx: 3.71e-02
time k: 5.01e-02
modify_eps, ustar[-2,-2],[2,2] 0.6269257805292551 0.6294389066658057
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0244
           1(D)        69119            699445  0.000146         0.0183
           2(D)         5799            108691   0.00323        0.00265
           3(D)           88               230    0.0297       7.78e-06
         --------------------------------------------------------------
         Grid Complexity: 1.31709
         Operator Complexity: 1.5008
         Total Memory Usage: 0.0453063 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.406419e+02
              0             1.82349   1.186846e+00         0.0035
              1              1.8235   2.390173e-01         0.2014
              2              1.8235   5.707795e-02         0.2388
              3              1.8235   1.602355e-02         0.2807
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0828
         Final Residual: 		   1.602355e-02
         Total Reduction in Residual: 	   4.703928e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.031167
    setup: 0.0252688 s
    solve: 0.00589824 s
    solve(per iteration): 0.00147456 s
resid in solve_pyamgx: 1.60e-02
time solve_pyamgx: 3.57e-02
time eps: 4.27e-02

--time step:  50, iter:0, max residual:1.55e-07, u:7.12e-08, v:6.94e-08, w:4.85e-08, p:1.55e-07, k:7.79e-11, eps:7.64e-12, om:0.00e+00


monitor time step:  50, iter:0, u: 1.67e+01, v:-1.52e-01, w: 1.84e+00, p: 4.56e+00, k: 1.33e+00, eps: 1.94e+02, om: 1.00e+00


-- cfl_max_x: 4.04e-01, cfl_max_y: 4.93e-01, at i=  8, j=  1


No of points cfl_x > 1:  0, No of points cfl_y > 1:  0


--time step:  1.17e-03, iter:  0, umax: 3.23e+01, vismax: 8.34e+02, kmin: 6.03e-02, epsmin: 3.74e-01, ommin: 1.00e+00, fkmax: 4.53e+00

time one iteration: 2.03e-01
time every 10th time steps: 4.02e+00
modify_u, ustar[-2,-2],[2,2] 0.6269257805292551 0.6294389066658057
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05          0.024
           1(D)        18904            202468  0.000567        0.00526
           2(D)         1755              7241   0.00235       0.000214
         --------------------------------------------------------------
         Grid Complexity: 1.08734
         Operator Complexity: 1.1275
         Total Memory Usage: 0.0294203 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   6.643826e-02
              0             1.82349   2.125172e-03         0.0320
              1              1.8235   2.612222e-04         0.1229
              2              1.8235   5.196257e-05         0.1989
              3              1.8235   1.325520e-05         0.2551
              4              1.8235   3.370146e-06         0.2543
              5              1.8235   9.012490e-07         0.2674
         --------------------------------------------------------------
         Total Iterations: 6
         Avg Convergence Rate: 		         0.1544
         Final Residual: 		   9.012490e-07
         Total Reduction in Residual: 	   1.356521e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0240477
    setup: 0.016741 s
    solve: 0.00730675 s
    solve(per iteration): 0.00121779 s
resid in solve_pyamgx: 9.01e-07
time solve_pyamgx: 2.85e-02
time u: 3.30e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.383655e-02
              0             1.82349   1.692909e-03         0.0314
              1              1.8235   2.413053e-04         0.1425
              2              1.8235   3.984987e-05         0.1651
              3              1.8235   1.005572e-05         0.2523
              4              1.8235   3.006723e-06         0.2990
              5              1.8235   8.050988e-07         0.2678
         --------------------------------------------------------------
         Total Iterations: 6
         Avg Convergence Rate: 		         0.1570
         Final Residual: 		   8.050988e-07
         Total Reduction in Residual: 	   1.495450e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0240494
    setup: 0.016741 s
    solve: 0.00730848 s
    solve(per iteration): 0.00121808 s
resid in solve_pyamgx: 8.05e-07
time solve_pyamgx: 7.79e-03
time v: 1.01e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   6.919080e-02
              0             1.82349   1.824069e-03         0.0264
              1              1.8235   1.892990e-04         0.1038
              2              1.8235   3.286842e-05         0.1736
              3              1.8235   8.452154e-06         0.2572
              4              1.8235   2.105071e-06         0.2491
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1249
         Final Residual: 		   2.105071e-06
         Total Reduction in Residual: 	   3.042415e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.022782
    setup: 0.016741 s
    solve: 0.00604099 s
    solve(per iteration): 0.0012082 s
resid in solve_pyamgx: 2.11e-06
time solve_pyamgx: 6.52e-03
time w: 8.25e-03
area_out 3.2
flow_in 86.76586881112289 flow_out 86.76454410952387 area_out 3.2 flow_out_new 86.76586881112289 uinc: 0.000413969249692947
xp.sum(su3d) -2.0521362387171393e-12
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   6.613700e-01
              0             1.82349   4.113974e-01         0.6220
              1              1.8235   2.031843e-01         0.4939
              2              1.8235   9.839006e-02         0.4842
              3              1.8235   4.953375e-02         0.5034
              4              1.8235   2.557793e-02         0.5164
              5              1.8235   1.332554e-02         0.5210
              6              1.8235   7.054341e-03         0.5294
              7              1.8235   3.839089e-03         0.5442
              8              1.8235   2.092950e-03         0.5452
              9              1.8235   1.154068e-03         0.5514
             10              1.8235   7.882157e-04         0.6830
             11              1.8235   4.676283e-04         0.5933
             12              1.8235   2.569565e-04         0.5495
             13              1.8235   1.348226e-04         0.5247
             14              1.8235   7.148762e-05         0.5302
             15              1.8235   3.741772e-05         0.5234
             16              1.8235   2.026017e-05         0.5415
         --------------------------------------------------------------
         Total Iterations: 17
         Avg Convergence Rate: 		         0.5426
         Final Residual: 		   2.026017e-05
         Total Reduction in Residual: 	   3.063365e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.182839
    setup: 0.138297 s
    solve: 0.0445416 s
    solve(per iteration): 0.00262009 s
resid in solve_px: 2.03e-05
time p: 5.24e-02
time Smag or Wale: 7.15e-07

comm_min_pans:  -1.13e+03, pk_max: 1.38e+03, u2prim_max: 3.93e+00, v2prim_max: 1.32e+00, w2prim_max: 2.99e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5162245986934605 0.8706199184035722 0.6341940224235543
yplus, min,max,mean 26.834238629377996 45.256314218772644 32.96649128714668
uplus, min,max,mean 21.17116264494138 33.29926196886642 24.58384790009713
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0244
           1(D)        69203            699783  0.000146         0.0183
           2(D)         5983            116199   0.00325        0.00282
           3(D)          115               295    0.0223          1e-05
         --------------------------------------------------------------
         Grid Complexity: 1.31834
         Operator Complexity: 1.5057
         Total Memory Usage: 0.0454983 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.494495e+00
              0             1.82349   1.973184e-02         0.0056
              1              1.8235   1.287494e-03         0.0652
              2              1.8235   1.665144e-04         0.1293
         --------------------------------------------------------------
         Total Iterations: 3
         Avg Convergence Rate: 		         0.0363
         Final Residual: 		   1.665144e-04
         Total Reduction in Residual: 	   4.765050e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0296607
    setup: 0.0252124 s
    solve: 0.00444826 s
    solve(per iteration): 0.00148275 s
resid in solve_pyamgx: 1.67e-04
time solve_pyamgx: 3.41e-02
time k: 4.69e-02
modify_eps, ustar[-2,-2],[2,2] 0.6269748694209667 0.6293419719989486
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0244
           1(D)        69095            699147  0.000146         0.0183
           2(D)         5742            108510   0.00329        0.00264
           3(D)           93               279    0.0323       9.02e-06
         --------------------------------------------------------------
         Grid Complexity: 1.31677
         Operator Complexity: 1.50054
         Total Memory Usage: 0.0452927 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   9.998968e+01
              0             1.82349   1.067259e-01         0.0011
              1              1.8235   2.512419e-02         0.2354
              2              1.8235   6.496862e-03         0.2586
              3              1.8235   1.685730e-03         0.2595
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0641
         Final Residual: 		   1.685730e-03
         Total Reduction in Residual: 	   1.685904e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0310367
    setup: 0.0252559 s
    solve: 0.0057808 s
    solve(per iteration): 0.0014452 s
resid in solve_pyamgx: 1.69e-03
time solve_pyamgx: 3.54e-02
time eps: 4.24e-02

--time step:  50, iter:1, max residual:5.28e-08, u:7.04e-10, v:6.29e-10, w:1.64e-09, p:5.28e-08, k:1.02e-10, eps:8.04e-13, om:0.00e+00


monitor time step:  50, iter:1, u: 1.68e+01, v:-1.41e-01, w: 1.84e+00, p: 4.81e+00, k: 1.33e+00, eps: 1.94e+02, om: 1.00e+00


-- cfl_max_x: 4.04e-01, cfl_max_y: 4.92e-01, at i=  8, j=  1


No of points cfl_x > 1:  0, No of points cfl_y > 1:  0


--time step:  1.17e-03, iter:  1, umax: 3.23e+01, vismax: 8.48e+02, kmin: 6.03e-02, epsmin: 3.74e-01, ommin: 1.00e+00, fkmax: 5.22e+00

time one iteration: 2.02e-01
vismean_mean 3.137254901960784e-18
modify_u, ustar[-2,-2],[2,2] 0.6269748694209667 0.6293419719989486
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05          0.024
           1(D)        18958            202836  0.000564        0.00527
           2(D)         1860              7478   0.00216       0.000223
         --------------------------------------------------------------
         Grid Complexity: 1.08801
         Operator Complexity: 1.12787
         Total Memory Usage: 0.0294413 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.072623e+00
              0             1.82349   7.420860e-02         0.0242
              1              1.8235   8.880115e-03         0.1197
              2              1.8235   1.718268e-03         0.1935
              3              1.8235   4.145318e-04         0.2412
              4              1.8235   9.522019e-05         0.2297
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1254
         Final Residual: 		   9.522019e-05
         Total Reduction in Residual: 	   3.098987e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0226806
    setup: 0.0166329 s
    solve: 0.00604774 s
    solve(per iteration): 0.00120955 s
resid in solve_pyamgx: 9.52e-05
time solve_pyamgx: 2.71e-02
time u: 3.31e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.218030e+00
              0             1.82349   5.463388e-02         0.0246
              1              1.8235   2.408036e-03         0.0441
              2              1.8235   4.137356e-04         0.1718
              3              1.8235   8.581349e-05         0.2074
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0789
         Final Residual: 		   8.581349e-05
         Total Reduction in Residual: 	   3.868905e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0214836
    setup: 0.0166329 s
    solve: 0.00485075 s
    solve(per iteration): 0.00121269 s
resid in solve_pyamgx: 8.58e-05
time solve_pyamgx: 5.35e-03
time v: 7.64e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.837458e+00
              0             1.82349   6.740000e-02         0.0238
              1              1.8235   5.374162e-03         0.0797
              2              1.8235   1.088657e-03         0.2026
              3              1.8235   2.769837e-04         0.2544
              4              1.8235   6.887662e-05         0.2487
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1194
         Final Residual: 		   6.887662e-05
         Total Reduction in Residual: 	   2.427406e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0226742
    setup: 0.0166329 s
    solve: 0.00604138 s
    solve(per iteration): 0.00120828 s
resid in solve_pyamgx: 6.89e-05
time solve_pyamgx: 6.46e-03
time w: 8.16e-03
area_out 3.2
flow_in 86.76586881112289 flow_out 86.76454421800194 area_out 3.2 flow_out_new 86.76586881112287 uinc: 0.00041393535029410344
xp.sum(su3d) 3.738342968517827e-12
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.476938e+00
              0             1.82349   1.415497e+00         0.5715
              1              1.8235   7.224257e-01         0.5104
              2              1.8235   3.616050e-01         0.5005
              3              1.8235   1.898125e-01         0.5249
              4              1.8235   9.892566e-02         0.5212
              5              1.8235   5.092711e-02         0.5148
              6              1.8235   2.699699e-02         0.5301
              7              1.8235   1.520643e-02         0.5633
              8              1.8235   8.575748e-03         0.5640
              9              1.8235   4.717747e-03         0.5501
             10              1.8235   3.196037e-03         0.6774
             11              1.8235   1.896684e-03         0.5934
             12              1.8235   1.049464e-03         0.5533
             13              1.8235   5.491599e-04         0.5233
             14              1.8235   2.815977e-04         0.5128
             15              1.8235   1.438112e-04         0.5107
             16              1.8235   7.710454e-05         0.5362
         --------------------------------------------------------------
         Total Iterations: 17
         Avg Convergence Rate: 		         0.5431
         Final Residual: 		   7.710454e-05
         Total Reduction in Residual: 	   3.112897e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.18273
    setup: 0.138297 s
    solve: 0.0444334 s
    solve(per iteration): 0.00261373 s
resid in solve_px: 7.71e-05
time p: 5.22e-02
time Smag or Wale: 7.15e-07

comm_min_pans:  -1.09e+03, pk_max: 1.36e+03, u2prim_max: 3.93e+00, v2prim_max: 1.31e+00, w2prim_max: 2.98e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5171654785372689 0.8718724093160017 0.6342745584789437
yplus, min,max,mean 26.883147174833265 45.32142084118143 32.97067768921675
uplus, min,max,mean 20.931218557395955 32.97869312757738 24.618107536309612
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        68672            699780  0.000148         0.0183
           2(D)         5879            114457   0.00331        0.00278
           3(D)          139               393    0.0203       1.29e-05
         --------------------------------------------------------------
         Grid Complexity: 1.31576
         Operator Complexity: 1.50468
         Total Memory Usage: 0.0454294 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.270647e+00
              0             1.82349   4.056276e-02         0.0124
              1              1.8235   6.795469e-03         0.1675
              2              1.8235   1.625047e-03         0.2391
              3              1.8235   4.282400e-04         0.2635
              4              1.8235   1.284204e-04         0.2999
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1315
         Final Residual: 		   1.284204e-04
         Total Reduction in Residual: 	   3.926453e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0322437
    setup: 0.0250098 s
    solve: 0.00723389 s
    solve(per iteration): 0.00144678 s
resid in solve_pyamgx: 1.28e-04
time solve_pyamgx: 3.66e-02
time k: 4.91e-02
modify_eps, ustar[-2,-2],[2,2] 0.6270852055998791 0.6291719187019906
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        68560            698426  0.000149         0.0183
           2(D)         5769            109887    0.0033        0.00267
           3(D)           80               202    0.0316       6.91e-06
         --------------------------------------------------------------
         Grid Complexity: 1.31457
         Operator Complexity: 1.50089
         Total Memory Usage: 0.0452785 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   4.366435e+02
              0             1.82349   1.180978e+00         0.0027
              1              1.8235   2.453269e-01         0.2077
              2              1.8235   5.849837e-02         0.2385
              3              1.8235   1.542526e-02         0.2637
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0771
         Final Residual: 		   1.542526e-02
         Total Reduction in Residual: 	   3.532690e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0307978
    setup: 0.025004 s
    solve: 0.00579379 s
    solve(per iteration): 0.00144845 s
resid in solve_pyamgx: 1.54e-02
time solve_pyamgx: 3.52e-02
time eps: 4.21e-02

--time step:  51, iter:0, max residual:1.65e-07, u:7.44e-08, v:6.70e-08, w:5.38e-08, p:1.65e-07, k:7.84e-11, eps:7.36e-12, om:0.00e+00


monitor time step:  51, iter:0, u: 1.69e+01, v:-1.72e-01, w: 1.77e+00, p: 5.44e+00, k: 1.33e+00, eps: 1.94e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  0, umax: 3.23e+01, vismax: 8.44e+02, kmin: 5.88e-02, epsmin: 3.71e-01, ommin: 1.00e+00, fkmax: 4.48e+00

time one iteration: 2.00e-01
modify_u, ustar[-2,-2],[2,2] 0.6270852055998791 0.6291719187019906
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05          0.024
           1(D)        18956            203292  0.000566        0.00528
           2(D)         1977              7863   0.00201       0.000235
         --------------------------------------------------------------
         Grid Complexity: 1.0885
         Operator Complexity: 1.12838
         Total Memory Usage: 0.0294653 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   6.620103e-02
              0             1.82349   2.119444e-03         0.0320
              1              1.8235   2.621172e-04         0.1237
              2              1.8235   5.101076e-05         0.1946
              3              1.8235   1.299353e-05         0.2547
              4              1.8235   3.307796e-06         0.2546
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1380
         Final Residual: 		   3.307796e-06
         Total Reduction in Residual: 	   4.996593e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0219967
    setup: 0.0159242 s
    solve: 0.00607251 s
    solve(per iteration): 0.0012145 s
resid in solve_pyamgx: 3.31e-06
time solve_pyamgx: 2.63e-02
time u: 3.08e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.408405e-02
              0             1.82349   1.700255e-03         0.0314
              1              1.8235   2.406638e-04         0.1415
              2              1.8235   4.000193e-05         0.1662
              3              1.8235   1.022479e-05         0.2556
              4              1.8235   3.109415e-06         0.3041
              5              1.8235   8.598509e-07         0.2765
         --------------------------------------------------------------
         Total Iterations: 6
         Avg Convergence Rate: 		         0.1586
         Final Residual: 		   8.598509e-07
         Total Reduction in Residual: 	   1.589842e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0232096
    setup: 0.0159242 s
    solve: 0.00728544 s
    solve(per iteration): 0.00121424 s
resid in solve_pyamgx: 8.60e-07
time solve_pyamgx: 7.70e-03
time v: 9.89e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   6.807900e-02
              0             1.82349   1.808974e-03         0.0266
              1              1.8235   1.911372e-04         0.1057
              2              1.8235   3.324560e-05         0.1739
              3              1.8235   8.645301e-06         0.2600
              4              1.8235   2.205556e-06         0.2551
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1265
         Final Residual: 		   2.205556e-06
         Total Reduction in Residual: 	   3.239701e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0219699
    setup: 0.0159242 s
    solve: 0.0060457 s
    solve(per iteration): 0.00120914 s
resid in solve_pyamgx: 2.21e-06
time solve_pyamgx: 6.53e-03
time w: 8.19e-03
area_out 3.2
flow_in 86.76586881112289 flow_out 86.76454361380235 area_out 3.2 flow_out_new 86.76586881112289 uinc: 0.00041412416266872754
xp.sum(su3d) 6.182609979532572e-12
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   6.670968e-01
              0             1.82349   4.144874e-01         0.6213
              1              1.8235   2.051393e-01         0.4949
              2              1.8235   9.982177e-02         0.4866
              3              1.8235   5.034032e-02         0.5043
              4              1.8235   2.599747e-02         0.5164
              5              1.8235   1.355823e-02         0.5215
              6              1.8235   7.181900e-03         0.5297
              7              1.8235   3.908395e-03         0.5442
              8              1.8235   2.126763e-03         0.5442
              9              1.8235   1.177511e-03         0.5537
             10              1.8235   8.050036e-04         0.6836
             11              1.8235   4.785862e-04         0.5945
             12              1.8235   2.620323e-04         0.5475
             13              1.8235   1.378302e-04         0.5260
             14              1.8235   7.295043e-05         0.5293
             15              1.8235   3.845744e-05         0.5272
             16              1.8235   2.084050e-05         0.5419
         --------------------------------------------------------------
         Total Iterations: 17
         Avg Convergence Rate: 		         0.5432
         Final Residual: 		   2.084050e-05
         Total Reduction in Residual: 	   3.124059e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.182691
    setup: 0.138297 s
    solve: 0.0443936 s
    solve(per iteration): 0.00261139 s
resid in solve_px: 2.08e-05
time p: 5.19e-02
time Smag or Wale: 7.15e-07

comm_min_pans:  -1.12e+03, pk_max: 1.35e+03, u2prim_max: 3.93e+00, v2prim_max: 1.31e+00, w2prim_max: 2.98e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5141232191567556 0.8720099601017696 0.6345417580693534
yplus, min,max,mean 26.72500532263216 45.32857096656928 32.98456718148208
uplus, min,max,mean 21.06050017376627 33.02610576521853 24.607305494290017
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        68594            698890  0.000149         0.0183
           2(D)         5854            114010   0.00333        0.00277
           3(D)          138               386    0.0203       1.28e-05
         --------------------------------------------------------------
         Grid Complexity: 1.31532
         Operator Complexity: 1.50385
         Total Memory Usage: 0.045394 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.588556e+00
              0             1.82349   2.221139e-02         0.0062
              1              1.8235   1.568109e-03         0.0706
              2              1.8235   1.737508e-04         0.1108
         --------------------------------------------------------------
         Total Iterations: 3
         Avg Convergence Rate: 		         0.0364
         Final Residual: 		   1.737508e-04
         Total Reduction in Residual: 	   4.841803e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0296453
    setup: 0.0252332 s
    solve: 0.00441203 s
    solve(per iteration): 0.00147068 s
resid in solve_pyamgx: 1.74e-04
time solve_pyamgx: 3.39e-02
time k: 4.66e-02
modify_eps, ustar[-2,-2],[2,2] 0.6271320419533143 0.6290780261280229
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        68635            699899  0.000149         0.0183
           2(D)         5751            111611   0.00337        0.00271
           3(D)          102               324    0.0311       1.03e-05
         --------------------------------------------------------------
         Grid Complexity: 1.3149
         Operator Complexity: 1.50295
         Total Memory Usage: 0.0453567 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   1.200818e+02
              0             1.82349   1.167984e-01         0.0010
              1              1.8235   3.032069e-02         0.2596
              2              1.8235   8.335779e-03         0.2749
              3              1.8235   2.257345e-03         0.2708
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0658
         Final Residual: 		   2.257345e-03
         Total Reduction in Residual: 	   1.879840e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0307562
    setup: 0.0249541 s
    solve: 0.00580214 s
    solve(per iteration): 0.00145054 s
resid in solve_pyamgx: 2.26e-03
time solve_pyamgx: 3.52e-02
time eps: 4.22e-02

--time step:  51, iter:1, max residual:5.47e-08, u:2.58e-09, v:6.72e-10, w:1.72e-09, p:5.47e-08, k:1.06e-10, eps:1.08e-12, om:0.00e+00


monitor time step:  51, iter:1, u: 1.69e+01, v:-1.61e-01, w: 1.77e+00, p: 5.71e+00, k: 1.33e+00, eps: 1.94e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  1, umax: 3.23e+01, vismax: 8.50e+02, kmin: 5.88e-02, epsmin: 3.71e-01, ommin: 1.00e+00, fkmax: 5.07e+00

time one iteration: 1.98e-01
vismean_mean 3.0769230769230765e-18
modify_u, ustar[-2,-2],[2,2] 0.6271320419533143 0.6290780261280229
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05          0.024
           1(D)        18942            202240  0.000564        0.00526
           2(D)         2101              7997   0.00181       0.000241
         --------------------------------------------------------------
         Grid Complexity: 1.08896
         Operator Complexity: 1.12782
         Total Memory Usage: 0.0294496 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.105122e+00
              0             1.82349   7.491127e-02         0.0241
              1              1.8235   8.885629e-03         0.1186
              2              1.8235   1.655153e-03         0.1863
              3              1.8235   4.078758e-04         0.2464
              4              1.8235   9.772151e-05         0.2396
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1258
         Final Residual: 		   9.772151e-05
         Total Reduction in Residual: 	   3.147107e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0227645
    setup: 0.0167232 s
    solve: 0.00604134 s
    solve(per iteration): 0.00120827 s
resid in solve_pyamgx: 9.77e-05
time solve_pyamgx: 2.71e-02
time u: 3.32e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.231125e+00
              0             1.82349   5.490599e-02         0.0246
              1              1.8235   2.415794e-03         0.0440
              2              1.8235   4.146177e-04         0.1716
              3              1.8235   8.486426e-05         0.2047
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0785
         Final Residual: 		   8.486426e-05
         Total Reduction in Residual: 	   3.803653e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0215671
    setup: 0.0167232 s
    solve: 0.00484397 s
    solve(per iteration): 0.00121099 s
resid in solve_pyamgx: 8.49e-05
time solve_pyamgx: 5.29e-03
time v: 7.52e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.851956e+00
              0             1.82349   6.741772e-02         0.0236
              1              1.8235   5.417477e-03         0.0804
              2              1.8235   1.093831e-03         0.2019
              3              1.8235   2.786145e-04         0.2547
              4              1.8235   6.901038e-05         0.2477
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1193
         Final Residual: 		   6.901038e-05
         Total Reduction in Residual: 	   2.419756e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0227443
    setup: 0.0167232 s
    solve: 0.00602115 s
    solve(per iteration): 0.00120423 s
resid in solve_pyamgx: 6.90e-05
time solve_pyamgx: 6.44e-03
time w: 8.11e-03
area_out 3.2
flow_in 86.76586881112289 flow_out 86.76454371216842 area_out 3.2 flow_out_new 86.76586881112289 uinc: 0.0004140934232710336
xp.sum(su3d) -3.894662370385049e-12
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.491398e+00
              0             1.82349   1.417170e+00         0.5688
              1              1.8235   7.253197e-01         0.5118
              2              1.8235   3.639063e-01         0.5017
              3              1.8235   1.914771e-01         0.5262
              4              1.8235   1.000158e-01         0.5223
              5              1.8235   5.165856e-02         0.5165
              6              1.8235   2.744818e-02         0.5313
              7              1.8235   1.550081e-02         0.5647
              8              1.8235   8.771354e-03         0.5659
              9              1.8235   4.834133e-03         0.5511
             10              1.8235   3.276608e-03         0.6778
             11              1.8235   1.947067e-03         0.5942
             12              1.8235   1.080848e-03         0.5551
             13              1.8235   5.685953e-04         0.5261
             14              1.8235   2.925712e-04         0.5146
             15              1.8235   1.505718e-04         0.5147
             16              1.8235   8.122039e-05         0.5394
         --------------------------------------------------------------
         Total Iterations: 17
         Avg Convergence Rate: 		         0.5446
         Final Residual: 		   8.122039e-05
         Total Reduction in Residual: 	   3.260033e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.182754
    setup: 0.138297 s
    solve: 0.0444572 s
    solve(per iteration): 0.00261513 s
resid in solve_px: 8.12e-05
time p: 5.23e-02
time Smag or Wale: 9.54e-07

comm_min_pans:  -1.08e+03, pk_max: 1.33e+03, u2prim_max: 3.93e+00, v2prim_max: 1.29e+00, w2prim_max: 2.97e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5148222449703898 0.874438512212811 0.6346396680110007
yplus, min,max,mean 26.76134188144518 45.45481126398344 32.98965670791108
uplus, min,max,mean 20.86150906546596 33.49258985496135 24.640367744948108
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0244
           1(D)        68715            701005  0.000148         0.0183
           2(D)         5913            116257   0.00333        0.00282
           3(D)          134               396    0.0221       1.29e-05
         --------------------------------------------------------------
         Grid Complexity: 1.31606
         Operator Complexity: 1.50656
         Total Memory Usage: 0.0455009 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.455803e+00
              0             1.82349   4.075957e-02         0.0118
              1              1.8235   7.102394e-03         0.1743
              2              1.8235   1.854383e-03         0.2611
              3              1.8235   4.923557e-04         0.2655
              4              1.8235   1.441708e-04         0.2928
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1331
         Final Residual: 		   1.441708e-04
         Total Reduction in Residual: 	   4.171848e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0321942
    setup: 0.0249347 s
    solve: 0.00725952 s
    solve(per iteration): 0.0014519 s
resid in solve_pyamgx: 1.44e-04
time solve_pyamgx: 3.65e-02
time k: 4.91e-02
modify_eps, ustar[-2,-2],[2,2] 0.6272369526785316 0.6289254766669534
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        68665            699477  0.000148         0.0183
           2(D)         5734            109336   0.00333        0.00266
           3(D)           95               281    0.0311       9.13e-06
         --------------------------------------------------------------
         Grid Complexity: 1.31493
         Operator Complexity: 1.50125
         Total Memory Usage: 0.0452958 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   4.819705e+02
              0             1.82349   1.186924e+00         0.0025
              1              1.8235   2.489436e-01         0.2097
              2              1.8235   6.137269e-02         0.2465
              3              1.8235   1.667390e-02         0.2717
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0767
         Final Residual: 		   1.667390e-02
         Total Reduction in Residual: 	   3.459527e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0308068
    setup: 0.0250149 s
    solve: 0.00579181 s
    solve(per iteration): 0.00144795 s
resid in solve_pyamgx: 1.67e-02
time solve_pyamgx: 3.52e-02
time eps: 4.22e-02

--time step:  52, iter:0, max residual:1.77e-07, u:7.63e-08, v:6.63e-08, w:5.39e-08, p:1.77e-07, k:8.80e-11, eps:7.95e-12, om:0.00e+00


monitor time step:  52, iter:0, u: 1.70e+01, v:-1.91e-01, w: 1.69e+00, p: 6.30e+00, k: 1.33e+00, eps: 1.94e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  0, umax: 3.23e+01, vismax: 8.62e+02, kmin: 5.74e-02, epsmin: 3.69e-01, ommin: 1.00e+00, fkmax: 4.47e+00

time one iteration: 2.00e-01
modify_u, ustar[-2,-2],[2,2] 0.6272369526785316 0.6289254766669534
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05          0.024
           1(D)        18938            201916  0.000563        0.00525
           2(D)         2169              8411   0.00179       0.000253
         --------------------------------------------------------------
         Grid Complexity: 1.08923
         Operator Complexity: 1.12788
         Total Memory Usage: 0.0294544 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   6.682898e-02
              0             1.82349   2.148847e-03         0.0322
              1              1.8235   2.662152e-04         0.1239
              2              1.8235   5.130350e-05         0.1927
              3              1.8235   1.274512e-05         0.2484
              4              1.8235   3.252137e-06         0.2552
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1372
         Final Residual: 		   3.252137e-06
         Total Reduction in Residual: 	   4.866358e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0220836
    setup: 0.0160175 s
    solve: 0.00606618 s
    solve(per iteration): 0.00121324 s
resid in solve_pyamgx: 3.25e-06
time solve_pyamgx: 2.64e-02
time u: 3.08e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.448155e-02
              0             1.82349   1.710803e-03         0.0314
              1              1.8235   2.397306e-04         0.1401
              2              1.8235   3.932778e-05         0.1640
              3              1.8235   9.642451e-06         0.2452
              4              1.8235   2.878881e-06         0.2986
              5              1.8235   7.936892e-07         0.2757
         --------------------------------------------------------------
         Total Iterations: 6
         Avg Convergence Rate: 		         0.1563
         Final Residual: 		   7.936892e-07
         Total Reduction in Residual: 	   1.456804e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0233132
    setup: 0.0160175 s
    solve: 0.00729571 s
    solve(per iteration): 0.00121595 s
resid in solve_pyamgx: 7.94e-07
time solve_pyamgx: 7.70e-03
time v: 9.95e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   6.813655e-02
              0             1.82349   1.817400e-03         0.0267
              1              1.8235   1.924889e-04         0.1059
              2              1.8235   3.273191e-05         0.1700
              3              1.8235   8.207361e-06         0.2507
              4              1.8235   2.087350e-06         0.2543
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1251
         Final Residual: 		   2.087350e-06
         Total Reduction in Residual: 	   3.063480e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0220703
    setup: 0.0160175 s
    solve: 0.0060528 s
    solve(per iteration): 0.00121056 s
resid in solve_pyamgx: 2.09e-06
time solve_pyamgx: 6.52e-03
time w: 8.25e-03
area_out 3.2
flow_in 86.76586881112289 flow_out 86.76454313645122 area_out 3.2 flow_out_new 86.76586881112287 uinc: 0.00041427333489441054
xp.sum(su3d) -3.0693225738787078e-12
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   6.712807e-01
              0             1.82349   4.171096e-01         0.6214
              1              1.8235   2.063766e-01         0.4948
              2              1.8235   1.010161e-01         0.4895
              3              1.8235   5.107249e-02         0.5056
              4              1.8235   2.643280e-02         0.5176
              5              1.8235   1.377084e-02         0.5210
              6              1.8235   7.310513e-03         0.5309
              7              1.8235   3.983969e-03         0.5450
              8              1.8235   2.165790e-03         0.5436
              9              1.8235   1.197772e-03         0.5530
             10              1.8235   8.179424e-04         0.6829
             11              1.8235   4.872896e-04         0.5958
             12              1.8235   2.667925e-04         0.5475
             13              1.8235   1.409561e-04         0.5283
             14              1.8235   7.484113e-05         0.5310
             15              1.8235   3.971546e-05         0.5307
             16              1.8235   2.156572e-05         0.5430
         --------------------------------------------------------------
         Total Iterations: 17
         Avg Convergence Rate: 		         0.5441
         Final Residual: 		   2.156572e-05
         Total Reduction in Residual: 	   3.212623e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.182852
    setup: 0.138297 s
    solve: 0.0445554 s
    solve(per iteration): 0.00262091 s
resid in solve_px: 2.16e-05
time p: 5.21e-02
time Smag or Wale: 7.15e-07

comm_min_pans:  -1.12e+03, pk_max: 1.33e+03, u2prim_max: 3.93e+00, v2prim_max: 1.29e+00, w2prim_max: 2.97e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5123602556036337 0.8738967421918513 0.6349414260628629
yplus, min,max,mean 26.633363458220618 45.426649130560364 33.00534260818103
uplus, min,max,mean 20.968647577279043 33.530220409535666 24.62844194738962
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0244
           1(D)        68693            700681  0.000148         0.0183
           2(D)         5911            115679   0.00331        0.00281
           3(D)          135               427    0.0234       1.36e-05
         --------------------------------------------------------------
         Grid Complexity: 1.31596
         Operator Complexity: 1.50602
         Total Memory Usage: 0.0454802 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.607859e+00
              0             1.82349   2.182712e-02         0.0060
              1              1.8235   1.732965e-03         0.0794
              2              1.8235   1.904349e-04         0.1099
              3              1.8235   5.160828e-05         0.2710
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0615
         Final Residual: 		   5.160828e-05
         Total Reduction in Residual: 	   1.430440e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0310641
    setup: 0.0252457 s
    solve: 0.00581837 s
    solve(per iteration): 0.00145459 s
resid in solve_pyamgx: 5.16e-05
time solve_pyamgx: 3.55e-02
time k: 4.82e-02
modify_eps, ustar[-2,-2],[2,2] 0.6272816022291752 0.6288405323805194
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        68583            699485  0.000149         0.0183
           2(D)         5705            108345   0.00333        0.00264
           3(D)          105               271    0.0246        9.2e-06
         --------------------------------------------------------------
         Grid Complexity: 1.3145
         Operator Complexity: 1.50064
         Total Memory Usage: 0.0452683 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   1.562036e+02
              0             1.82349   1.337272e-01         0.0009
              1              1.8235   3.563964e-02         0.2665
              2              1.8235   9.735520e-03         0.2732
              3              1.8235   2.499870e-03         0.2568
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0632
         Final Residual: 		   2.499870e-03
         Total Reduction in Residual: 	   1.600392e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0310703
    setup: 0.0252479 s
    solve: 0.0058224 s
    solve(per iteration): 0.0014556 s
resid in solve_pyamgx: 2.50e-03
time solve_pyamgx: 3.56e-02
time eps: 4.27e-02

--time step:  52, iter:1, max residual:5.70e-08, u:2.54e-09, v:6.20e-10, w:1.63e-09, p:5.70e-08, k:3.15e-11, eps:1.19e-12, om:0.00e+00


monitor time step:  52, iter:1, u: 1.70e+01, v:-1.80e-01, w: 1.70e+00, p: 6.57e+00, k: 1.33e+00, eps: 1.94e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  1, umax: 3.23e+01, vismax: 8.68e+02, kmin: 5.74e-02, epsmin: 3.69e-01, ommin: 1.00e+00, fkmax: 5.06e+00

time one iteration: 2.00e-01
vismean_mean 3.0188679245283017e-18
modify_u, ustar[-2,-2],[2,2] 0.6272816022291752 0.6288405323805194
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05          0.024
           1(D)        18928            201814  0.000563        0.00524
           2(D)         1915              7819   0.00213       0.000232
         --------------------------------------------------------------
         Grid Complexity: 1.08811
         Operator Complexity: 1.12746
         Total Memory Usage: 0.029427 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.136931e+00
              0             1.82349   7.577666e-02         0.0242
              1              1.8235   9.016212e-03         0.1190
              2              1.8235   1.706703e-03         0.1893
              3              1.8235   4.245270e-04         0.2487
              4              1.8235   1.040520e-04         0.2451
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1271
         Final Residual: 		   1.040520e-04
         Total Reduction in Residual: 	   3.316998e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0226962
    setup: 0.0166525 s
    solve: 0.00604365 s
    solve(per iteration): 0.00120873 s
resid in solve_pyamgx: 1.04e-04
time solve_pyamgx: 2.72e-02
time u: 3.35e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.244300e+00
              0             1.82349   5.518587e-02         0.0246
              1              1.8235   2.455357e-03         0.0445
              2              1.8235   4.244735e-04         0.1729
              3              1.8235   8.493459e-05         0.2001
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0784
         Final Residual: 		   8.493459e-05
         Total Reduction in Residual: 	   3.784457e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0214971
    setup: 0.0166525 s
    solve: 0.00484458 s
    solve(per iteration): 0.00121114 s
resid in solve_pyamgx: 8.49e-05
time solve_pyamgx: 5.26e-03
time v: 7.47e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.865167e+00
              0             1.82349   6.750978e-02         0.0236
              1              1.8235   5.469187e-03         0.0810
              2              1.8235   1.088293e-03         0.1990
              3              1.8235   2.720265e-04         0.2500
              4              1.8235   6.839559e-05         0.2514
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1190
         Final Residual: 		   6.839559e-05
         Total Reduction in Residual: 	   2.387141e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0226675
    setup: 0.0166525 s
    solve: 0.00601498 s
    solve(per iteration): 0.001203 s
resid in solve_pyamgx: 6.84e-05
time solve_pyamgx: 6.48e-03
time w: 8.11e-03
area_out 3.2
flow_in 86.76586881112287 flow_out 86.76454324513273 area_out 3.2 flow_out_new 86.76586881112286 uinc: 0.0004142393719197557
xp.sum(su3d) 1.6908252575831284e-11
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.491093e+00
              0             1.82349   1.414580e+00         0.5679
              1              1.8235   7.256327e-01         0.5130
              2              1.8235   3.650077e-01         0.5030
              3              1.8235   1.925289e-01         0.5275
              4              1.8235   1.008616e-01         0.5239
              5              1.8235   5.226912e-02         0.5182
              6              1.8235   2.779949e-02         0.5319
              7              1.8235   1.574841e-02         0.5665
              8              1.8235   8.937977e-03         0.5675
              9              1.8235   4.927133e-03         0.5513
             10              1.8235   3.339574e-03         0.6778
             11              1.8235   1.989388e-03         0.5957
             12              1.8235   1.107353e-03         0.5566
             13              1.8235   5.858427e-04         0.5290
             14              1.8235   3.028703e-04         0.5170
             15              1.8235   1.567298e-04         0.5175
             16              1.8235   8.489876e-05         0.5417
         --------------------------------------------------------------
         Total Iterations: 17
         Avg Convergence Rate: 		         0.5460
         Final Residual: 		   8.489876e-05
         Total Reduction in Residual: 	   3.408093e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.182703
    setup: 0.138297 s
    solve: 0.0444062 s
    solve(per iteration): 0.00261213 s
resid in solve_px: 8.49e-05
time p: 5.20e-02
time Smag or Wale: 4.77e-07

comm_min_pans:  -1.05e+03, pk_max: 1.31e+03, u2prim_max: 3.93e+00, v2prim_max: 1.28e+00, w2prim_max: 2.96e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5127587407558807 0.8735567506525116 0.6350217486758787
yplus, min,max,mean 26.654077398805242 45.408975788139834 33.00951791515103
uplus, min,max,mean 20.81414232911725 33.66696919032232 24.661479652925095
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        68629            699755  0.000149         0.0183
           2(D)         5903            115483   0.00331         0.0028
           3(D)          121               287    0.0196          1e-05
         --------------------------------------------------------------
         Grid Complexity: 1.3156
         Operator Complexity: 1.50524
         Total Memory Usage: 0.0454477 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.350750e+00
              0             1.82349   4.027595e-02         0.0120
              1              1.8235   6.876529e-03         0.1707
              2              1.8235   1.689716e-03         0.2457
              3              1.8235   4.518571e-04         0.2674
              4              1.8235   1.379945e-04         0.3054
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1327
         Final Residual: 		   1.379945e-04
         Total Reduction in Residual: 	   4.118319e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0325801
    setup: 0.0252764 s
    solve: 0.00730371 s
    solve(per iteration): 0.00146074 s
resid in solve_pyamgx: 1.38e-04
time solve_pyamgx: 3.69e-02
time k: 4.97e-02
modify_eps, ustar[-2,-2],[2,2] 0.6273813102821497 0.6287172042940242
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        68497            699069  0.000149         0.0183
           2(D)         5799            112085   0.00333        0.00272
           3(D)          112               288     0.023       9.79e-06
         --------------------------------------------------------------
         Grid Complexity: 1.31456
         Operator Complexity: 1.50271
         Total Memory Usage: 0.0453437 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   4.297041e+02
              0             1.82349   1.203354e+00         0.0028
              1              1.8235   2.460881e-01         0.2045
              2              1.8235   5.925395e-02         0.2408
              3              1.8235   1.584597e-02         0.2674
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0779
         Final Residual: 		   1.584597e-02
         Total Reduction in Residual: 	   3.687647e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0308444
    setup: 0.0250173 s
    solve: 0.00582704 s
    solve(per iteration): 0.00145676 s
resid in solve_pyamgx: 1.58e-02
time solve_pyamgx: 3.52e-02
time eps: 4.22e-02

--time step:  53, iter:0, max residual:1.87e-07, u:8.13e-08, v:6.64e-08, w:5.34e-08, p:1.87e-07, k:8.42e-11, eps:7.56e-12, om:0.00e+00


monitor time step:  53, iter:0, u: 1.71e+01, v:-2.08e-01, w: 1.61e+00, p: 7.11e+00, k: 1.33e+00, eps: 1.94e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  0, umax: 3.23e+01, vismax: 8.74e+02, kmin: 5.61e-02, epsmin: 3.67e-01, ommin: 1.00e+00, fkmax: 4.51e+00

time one iteration: 2.01e-01
modify_u, ustar[-2,-2],[2,2] 0.6273813102821497 0.6287172042940242
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05          0.024
           1(D)        18921            201539  0.000563        0.00524
           2(D)         1899              7773   0.00216        0.00023
         --------------------------------------------------------------
         Grid Complexity: 1.08802
         Operator Complexity: 1.12726
         Total Memory Usage: 0.0294188 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   6.749923e-02
              0             1.82349   2.164617e-03         0.0321
              1              1.8235   2.658655e-04         0.1228
              2              1.8235   5.158932e-05         0.1940
              3              1.8235   1.297265e-05         0.2515
              4              1.8235   3.291098e-06         0.2537
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1373
         Final Residual: 		   3.291098e-06
         Total Reduction in Residual: 	   4.875757e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0229315
    setup: 0.0167895 s
    solve: 0.00614198 s
    solve(per iteration): 0.0012284 s
resid in solve_pyamgx: 3.29e-06
time solve_pyamgx: 2.75e-02
time u: 3.21e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.502990e-02
              0             1.82349   1.717428e-03         0.0312
              1              1.8235   2.392339e-04         0.1393
              2              1.8235   3.947323e-05         0.1650
              3              1.8235   1.007968e-05         0.2554
              4              1.8235   3.097746e-06         0.3073
              5              1.8235   8.583025e-07         0.2771
         --------------------------------------------------------------
         Total Iterations: 6
         Avg Convergence Rate: 		         0.1581
         Final Residual: 		   8.583025e-07
         Total Reduction in Residual: 	   1.559702e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0241298
    setup: 0.0167895 s
    solve: 0.00734026 s
    solve(per iteration): 0.00122338 s
resid in solve_pyamgx: 8.58e-07
time solve_pyamgx: 7.84e-03
time v: 1.02e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   6.785352e-02
              0             1.82349   1.818767e-03         0.0268
              1              1.8235   1.950643e-04         0.1073
              2              1.8235   3.333032e-05         0.1709
              3              1.8235   8.478427e-06         0.2544
              4              1.8235   2.204472e-06         0.2600
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1266
         Final Residual: 		   2.204472e-06
         Total Reduction in Residual: 	   3.248870e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0228188
    setup: 0.0167895 s
    solve: 0.00602934 s
    solve(per iteration): 0.00120587 s
resid in solve_pyamgx: 2.20e-06
time solve_pyamgx: 6.49e-03
time w: 8.15e-03
area_out 3.2
flow_in 86.76586881112287 flow_out 86.76454269180454 area_out 3.2 flow_out_new 86.76586881112287 uinc: 0.0004144122869798039
xp.sum(su3d) 2.177591440499782e-11
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   6.775803e-01
              0             1.82349   4.192073e-01         0.6187
              1              1.8235   2.072912e-01         0.4945
              2              1.8235   1.017096e-01         0.4907
              3              1.8235   5.147701e-02         0.5061
              4              1.8235   2.656340e-02         0.5160
              5              1.8235   1.383902e-02         0.5210
              6              1.8235   7.345097e-03         0.5308
              7              1.8235   4.010466e-03         0.5460
              8              1.8235   2.175459e-03         0.5424
              9              1.8235   1.204203e-03         0.5535
             10              1.8235   8.228498e-04         0.6833
             11              1.8235   4.914644e-04         0.5973
             12              1.8235   2.692453e-04         0.5478
             13              1.8235   1.428469e-04         0.5305
             14              1.8235   7.563570e-05         0.5295
             15              1.8235   4.025046e-05         0.5322
             16              1.8235   2.191560e-05         0.5445
         --------------------------------------------------------------
         Total Iterations: 17
         Avg Convergence Rate: 		         0.5443
         Final Residual: 		   2.191560e-05
         Total Reduction in Residual: 	   3.234391e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.183001
    setup: 0.138297 s
    solve: 0.0447044 s
    solve(per iteration): 0.00262967 s
resid in solve_px: 2.19e-05
time p: 5.26e-02
time Smag or Wale: 4.77e-07

comm_min_pans:  -1.11e+03, pk_max: 1.30e+03, u2prim_max: 3.93e+00, v2prim_max: 1.28e+00, w2prim_max: 2.96e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5108871163496992 0.8714802010870842 0.6352415158293141
yplus, min,max,mean 26.556787157179492 45.301033185820145 33.02094178811854
uplus, min,max,mean 20.898656654560465 33.6926668475922 24.652574137724912
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        68557            699127  0.000149         0.0183
           2(D)         5886            116124   0.00335        0.00282
           3(D)          146               416    0.0195       1.37e-05
         --------------------------------------------------------------
         Grid Complexity: 1.31533
         Operator Complexity: 1.50532
         Total Memory Usage: 0.0454473 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.548553e+00
              0             1.82349   2.047936e-02         0.0058
              1              1.8235   1.385175e-03         0.0676
              2              1.8235   1.684351e-04         0.1216
         --------------------------------------------------------------
         Total Iterations: 3
         Avg Convergence Rate: 		         0.0362
         Final Residual: 		   1.684351e-04
         Total Reduction in Residual: 	   4.746586e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0294948
    setup: 0.025065 s
    solve: 0.00442982 s
    solve(per iteration): 0.00147661 s
resid in solve_pyamgx: 1.68e-04
time solve_pyamgx: 3.40e-02
time k: 4.66e-02
modify_eps, ustar[-2,-2],[2,2] 0.6274238498189759 0.6286471614334517
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        68627            699839  0.000149         0.0183
           2(D)         5753            110511   0.00334        0.00269
           3(D)          109               273     0.023       9.37e-06
         --------------------------------------------------------------
         Grid Complexity: 1.31491
         Operator Complexity: 1.5022
         Total Memory Usage: 0.0453296 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   1.192172e+02
              0             1.82349   1.155907e-01         0.0010
              1              1.8235   2.842116e-02         0.2459
              2              1.8235   7.413103e-03         0.2608
              3              1.8235   1.982773e-03         0.2675
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0639
         Final Residual: 		   1.982773e-03
         Total Reduction in Residual: 	   1.663160e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0310046
    setup: 0.0251991 s
    solve: 0.00580554 s
    solve(per iteration): 0.00145138 s
resid in solve_pyamgx: 1.98e-03
time solve_pyamgx: 3.54e-02
time eps: 4.24e-02

--time step:  53, iter:1, max residual:5.83e-08, u:2.57e-09, v:6.71e-10, w:1.72e-09, p:5.83e-08, k:1.03e-10, eps:9.45e-13, om:0.00e+00


monitor time step:  53, iter:1, u: 1.71e+01, v:-1.98e-01, w: 1.61e+00, p: 7.38e+00, k: 1.33e+00, eps: 1.94e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  1, umax: 3.23e+01, vismax: 8.77e+02, kmin: 5.61e-02, epsmin: 3.67e-01, ommin: 1.00e+00, fkmax: 5.01e+00

time one iteration: 2.00e-01
vismean_mean 2.9629629629629627e-18
modify_u, ustar[-2,-2],[2,2] 0.6274238498189759 0.6286471614334517
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05          0.024
           1(D)        18979            202835  0.000563        0.00527
           2(D)         1907              7995    0.0022       0.000236
         --------------------------------------------------------------
         Grid Complexity: 1.0883
         Operator Complexity: 1.12818
         Total Memory Usage: 0.0294561 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.168335e+00
              0             1.82349   7.659856e-02         0.0242
              1              1.8235   9.014765e-03         0.1177
              2              1.8235   1.728071e-03         0.1917
              3              1.8235   4.221788e-04         0.2443
              4              1.8235   1.047697e-04         0.2482
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1270
         Final Residual: 		   1.047697e-04
         Total Reduction in Residual: 	   3.306776e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0228858
    setup: 0.0168073 s
    solve: 0.00607846 s
    solve(per iteration): 0.00121569 s
resid in solve_pyamgx: 1.05e-04
time solve_pyamgx: 2.73e-02
time u: 3.34e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.257362e+00
              0             1.82349   5.546180e-02         0.0246
              1              1.8235   2.448095e-03         0.0441
              2              1.8235   4.264530e-04         0.1742
              3              1.8235   8.677538e-05         0.2035
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0787
         Final Residual: 		   8.677538e-05
         Total Reduction in Residual: 	   3.844106e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0216529
    setup: 0.0168073 s
    solve: 0.00484557 s
    solve(per iteration): 0.00121139 s
resid in solve_pyamgx: 8.68e-05
time solve_pyamgx: 5.33e-03
time v: 7.56e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.877523e+00
              0             1.82349   6.762441e-02         0.0235
              1              1.8235   5.471583e-03         0.0809
              2              1.8235   1.091672e-03         0.1995
              3              1.8235   2.730555e-04         0.2501
              4              1.8235   6.842488e-05         0.2506
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1189
         Final Residual: 		   6.842488e-05
         Total Reduction in Residual: 	   2.377909e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0228694
    setup: 0.0168073 s
    solve: 0.00606208 s
    solve(per iteration): 0.00121242 s
resid in solve_pyamgx: 6.84e-05
time solve_pyamgx: 6.54e-03
time w: 8.24e-03
area_out 3.2
flow_in 86.7658688111229 flow_out 86.76454279773822 area_out 3.2 flow_out_new 86.7658688111229 uinc: 0.0004143791827138088
xp.sum(su3d) -2.0799584277142458e-11
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.496331e+00
              0             1.82349   1.411667e+00         0.5655
              1              1.8235   7.251359e-01         0.5137
              2              1.8235   3.651951e-01         0.5036
              3              1.8235   1.929687e-01         0.5284
              4              1.8235   1.013649e-01         0.5253
              5              1.8235   5.272911e-02         0.5202
              6              1.8235   2.806319e-02         0.5322
              7              1.8235   1.593433e-02         0.5678
              8              1.8235   9.064049e-03         0.5688
              9              1.8235   5.002325e-03         0.5519
             10              1.8235   3.397270e-03         0.6791
             11              1.8235   2.025957e-03         0.5963
             12              1.8235   1.131434e-03         0.5585
             13              1.8235   6.012748e-04         0.5314
             14              1.8235   3.117816e-04         0.5185
             15              1.8235   1.619745e-04         0.5195
             16              1.8235   8.802972e-05         0.5435
         --------------------------------------------------------------
         Total Iterations: 17
         Avg Convergence Rate: 		         0.5471
         Final Residual: 		   8.802972e-05
         Total Reduction in Residual: 	   3.526364e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.182759
    setup: 0.138297 s
    solve: 0.0444621 s
    solve(per iteration): 0.00261542 s
resid in solve_px: 8.80e-05
time p: 5.21e-02
time Smag or Wale: 4.77e-07

comm_min_pans:  -1.06e+03, pk_max: 1.28e+03, u2prim_max: 3.94e+00, v2prim_max: 1.26e+00, w2prim_max: 2.96e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5111148256847842 0.8702025619404674 0.6353256827961945
yplus, min,max,mean 26.568623878349452 45.23461931513417 33.02531693118552
uplus, min,max,mean 20.784355400132846 33.483047082881576 24.685001016985925
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        68645            700615  0.000149         0.0183
           2(D)         5907            119319   0.00342        0.00289
           3(D)          119               325     0.023       1.08e-05
         --------------------------------------------------------------
         Grid Complexity: 1.31567
         Operator Complexity: 1.50817
         Total Memory Usage: 0.0455544 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.981755e+00
              0             1.82349   4.100104e-02         0.0138
              1              1.8235   7.175923e-03         0.1750
              2              1.8235   1.776911e-03         0.2476
              3              1.8235   4.534399e-04         0.2552
              4              1.8235   1.275144e-04         0.2812
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1337
         Final Residual: 		   1.275144e-04
         Total Reduction in Residual: 	   4.276488e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.032463
    setup: 0.0252514 s
    solve: 0.00721165 s
    solve(per iteration): 0.00144233 s
resid in solve_pyamgx: 1.28e-04
time solve_pyamgx: 3.68e-02
time k: 4.95e-02
modify_eps, ustar[-2,-2],[2,2] 0.6275185932410818 0.6285636332555975
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0244
           1(D)        68751            702767  0.000149         0.0184
           2(D)         5858            112286   0.00327        0.00273
           3(D)          111               303    0.0246       1.01e-05
         --------------------------------------------------------------
         Grid Complexity: 1.31588
         Operator Complexity: 1.50513
         Total Memory Usage: 0.0454474 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.489231e+02
              0             1.82349   1.198323e+00         0.0034
              1              1.8235   2.455139e-01         0.2049
              2              1.8235   5.695168e-02         0.2320
              3              1.8235   1.517939e-02         0.2665
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0812
         Final Residual: 		   1.517939e-02
         Total Reduction in Residual: 	   4.350356e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0310963
    setup: 0.0252775 s
    solve: 0.00581872 s
    solve(per iteration): 0.00145468 s
resid in solve_pyamgx: 1.52e-02
time solve_pyamgx: 3.55e-02
time eps: 4.25e-02

--time step:  54, iter:0, max residual:1.96e-07, u:8.19e-08, v:6.78e-08, w:5.35e-08, p:1.96e-07, k:7.78e-11, eps:7.24e-12, om:0.00e+00


monitor time step:  54, iter:0, u: 1.71e+01, v:-2.24e-01, w: 1.51e+00, p: 7.84e+00, k: 1.33e+00, eps: 1.94e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  0, umax: 3.23e+01, vismax: 8.81e+02, kmin: 5.48e-02, epsmin: 3.64e-01, ommin: 1.00e+00, fkmax: 4.52e+00

time one iteration: 2.01e-01
modify_u, ustar[-2,-2],[2,2] 0.6275185932410818 0.6285636332555975
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05          0.024
           1(D)        19002            203126  0.000563        0.00528
           2(D)         1891              7807   0.00218       0.000231
         --------------------------------------------------------------
         Grid Complexity: 1.08833
         Operator Complexity: 1.12825
         Total Memory Usage: 0.0294589 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   6.802390e-02
              0             1.82349   2.181563e-03         0.0321
              1              1.8235   2.686760e-04         0.1232
              2              1.8235   5.231195e-05         0.1947
              3              1.8235   1.318552e-05         0.2521
              4              1.8235   3.472949e-06         0.2634
              5              1.8235   1.031604e-06         0.2970
         --------------------------------------------------------------
         Total Iterations: 6
         Avg Convergence Rate: 		         0.1573
         Final Residual: 		   1.031604e-06
         Total Reduction in Residual: 	   1.516531e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.023451
    setup: 0.016141 s
    solve: 0.00730998 s
    solve(per iteration): 0.00121833 s
resid in solve_pyamgx: 1.03e-06
time solve_pyamgx: 2.79e-02
time u: 3.25e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.537357e-02
              0             1.82349   1.721361e-03         0.0311
              1              1.8235   2.371057e-04         0.1377
              2              1.8235   3.894893e-05         0.1643
              3              1.8235   9.688536e-06         0.2487
              4              1.8235   2.893312e-06         0.2986
              5              1.8235   7.890701e-07         0.2727
         --------------------------------------------------------------
         Total Iterations: 6
         Avg Convergence Rate: 		         0.1557
         Final Residual: 		   7.890701e-07
         Total Reduction in Residual: 	   1.424994e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0234626
    setup: 0.016141 s
    solve: 0.0073216 s
    solve(per iteration): 0.00122027 s
resid in solve_pyamgx: 7.89e-07
time solve_pyamgx: 7.79e-03
time v: 1.02e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   6.785622e-02
              0             1.82349   1.828566e-03         0.0269
              1              1.8235   1.980576e-04         0.1083
              2              1.8235   3.356941e-05         0.1695
              3              1.8235   8.484370e-06         0.2527
              4              1.8235   2.184498e-06         0.2575
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1263
         Final Residual: 		   2.184498e-06
         Total Reduction in Residual: 	   3.219304e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0222297
    setup: 0.016141 s
    solve: 0.0060887 s
    solve(per iteration): 0.00121774 s
resid in solve_pyamgx: 2.18e-06
time solve_pyamgx: 6.64e-03
time w: 8.32e-03
area_out 3.2
flow_in 86.7658688111229 flow_out 86.76454227356321 area_out 3.2 flow_out_new 86.76586881112287 uinc: 0.00041454298740362105
xp.sum(su3d) 1.8489654252107357e-12
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   6.812659e-01
              0             1.82349   4.231701e-01         0.6212
              1              1.8235   2.082263e-01         0.4921
              2              1.8235   1.020669e-01         0.4902
              3              1.8235   5.175254e-02         0.5070
              4              1.8235   2.676063e-02         0.5171
              5              1.8235   1.390590e-02         0.5196
              6              1.8235   7.365360e-03         0.5297
              7              1.8235   4.023004e-03         0.5462
              8              1.8235   2.175396e-03         0.5407
              9              1.8235   1.199181e-03         0.5512
             10              1.8235   8.171913e-04         0.6815
             11              1.8235   4.878708e-04         0.5970
             12              1.8235   2.679692e-04         0.5493
             13              1.8235   1.418979e-04         0.5295
             14              1.8235   7.525001e-05         0.5303
             15              1.8235   4.000099e-05         0.5316
             16              1.8235   2.178627e-05         0.5446
         --------------------------------------------------------------
         Total Iterations: 17
         Avg Convergence Rate: 		         0.5440
         Final Residual: 		   2.178627e-05
         Total Reduction in Residual: 	   3.197909e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.182931
    setup: 0.138297 s
    solve: 0.0446341 s
    solve(per iteration): 0.00262554 s
resid in solve_px: 2.18e-05
time p: 5.23e-02
time Smag or Wale: 4.77e-07

comm_min_pans:  -1.10e+03, pk_max: 1.28e+03, u2prim_max: 3.94e+00, v2prim_max: 1.26e+00, w2prim_max: 2.96e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5097578346709473 0.8696851576479104 0.6355135834991915
yplus, min,max,mean 26.498085161722265 45.20772375399764 33.035084331490765
uplus, min,max,mean 20.849361633525564 33.498231664485736 24.677653805258938
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        68573            699783  0.000149         0.0183
           2(D)         5854            115662   0.00338         0.0028
           3(D)          108               270    0.0231       9.27e-06
         --------------------------------------------------------------
         Grid Complexity: 1.3151
         Operator Complexity: 1.50535
         Total Memory Usage: 0.0454458 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.595199e+00
              0             1.82349   2.064378e-02         0.0057
              1              1.8235   1.403312e-03         0.0680
              2              1.8235   1.716796e-04         0.1223
         --------------------------------------------------------------
         Total Iterations: 3
         Avg Convergence Rate: 		         0.0363
         Final Residual: 		   1.716796e-04
         Total Reduction in Residual: 	   4.775247e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0295549
    setup: 0.02515 s
    solve: 0.00440486 s
    solve(per iteration): 0.00146829 s
resid in solve_pyamgx: 1.72e-04
time solve_pyamgx: 3.38e-02
time k: 4.64e-02
modify_eps, ustar[-2,-2],[2,2] 0.6275590964587241 0.6285135692942225
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        68488            698100  0.000149         0.0182
           2(D)         5845            112105   0.00328        0.00273
           3(D)          119               327    0.0231       1.09e-05
         --------------------------------------------------------------
         Grid Complexity: 1.31475
         Operator Complexity: 1.50214
         Total Memory Usage: 0.0453256 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   1.253548e+02
              0             1.82349   1.227715e-01         0.0010
              1              1.8235   3.306478e-02         0.2693
              2              1.8235   9.095142e-03         0.2751
              3              1.8235   2.567394e-03         0.2823
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0673
         Final Residual: 		   2.567394e-03
         Total Reduction in Residual: 	   2.048102e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0309124
    setup: 0.0251064 s
    solve: 0.00580598 s
    solve(per iteration): 0.0014515 s
resid in solve_pyamgx: 2.57e-03
time solve_pyamgx: 3.54e-02
time eps: 4.24e-02

--time step:  54, iter:1, max residual:5.86e-08, u:8.06e-10, v:6.16e-10, w:1.71e-09, p:5.86e-08, k:1.05e-10, eps:1.22e-12, om:0.00e+00


monitor time step:  54, iter:1, u: 1.71e+01, v:-2.14e-01, w: 1.52e+00, p: 8.11e+00, k: 1.33e+00, eps: 1.94e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  1, umax: 3.23e+01, vismax: 8.84e+02, kmin: 5.48e-02, epsmin: 3.64e-01, ommin: 1.00e+00, fkmax: 5.17e+00

time one iteration: 2.00e-01
vismean_mean 2.909090909090909e-18
modify_u, ustar[-2,-2],[2,2] 0.6275590964587241 0.6285135692942225
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05          0.024
           1(D)        19017            203271  0.000562        0.00528
           2(D)         1921              8083   0.00219       0.000238
         --------------------------------------------------------------
         Grid Complexity: 1.08852
         Operator Complexity: 1.1285
         Total Memory Usage: 0.0294704 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.199050e+00
              0             1.82349   7.734386e-02         0.0242
              1              1.8235   9.155676e-03         0.1184
              2              1.8235   1.761393e-03         0.1924
              3              1.8235   4.287626e-04         0.2434
              4              1.8235   1.011608e-04         0.2359
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1259
         Final Residual: 		   1.011608e-04
         Total Reduction in Residual: 	   3.162214e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0221716
    setup: 0.0160992 s
    solve: 0.00607232 s
    solve(per iteration): 0.00121446 s
resid in solve_pyamgx: 1.01e-04
time solve_pyamgx: 2.65e-02
time u: 3.28e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.270378e+00
              0             1.82349   5.576737e-02         0.0246
              1              1.8235   2.463417e-03         0.0442
              2              1.8235   4.277538e-04         0.1736
              3              1.8235   8.755471e-05         0.2047
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0788
         Final Residual: 		   8.755471e-05
         Total Reduction in Residual: 	   3.856394e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0209744
    setup: 0.0160992 s
    solve: 0.0048752 s
    solve(per iteration): 0.0012188 s
resid in solve_pyamgx: 8.76e-05
time solve_pyamgx: 5.37e-03
time v: 7.60e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.889393e+00
              0             1.82349   6.775788e-02         0.0235
              1              1.8235   5.538496e-03         0.0817
              2              1.8235   1.123789e-03         0.2029
              3              1.8235   2.855637e-04         0.2541
              4              1.8235   7.117017e-05         0.2492
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1198
         Final Residual: 		   7.117017e-05
         Total Reduction in Residual: 	   2.463153e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0221589
    setup: 0.0160992 s
    solve: 0.00605971 s
    solve(per iteration): 0.00121194 s
resid in solve_pyamgx: 7.12e-05
time solve_pyamgx: 6.50e-03
time w: 8.35e-03
area_out 3.2
flow_in 86.76586881112289 flow_out 86.76454238124971 area_out 3.2 flow_out_new 86.76586881112289 uinc: 0.00041450933536690826
xp.sum(su3d) 9.902301201236696e-12
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.496266e+00
              0             1.82349   1.410446e+00         0.5650
              1              1.8235   7.257154e-01         0.5145
              2              1.8235   3.661349e-01         0.5045
              3              1.8235   1.934730e-01         0.5284
              4              1.8235   1.020719e-01         0.5276
              5              1.8235   5.320516e-02         0.5213
              6              1.8235   2.832289e-02         0.5323
              7              1.8235   1.608830e-02         0.5680
              8              1.8235   9.179966e-03         0.5706
              9              1.8235   5.066682e-03         0.5519
             10              1.8235   3.445191e-03         0.6800
             11              1.8235   2.058524e-03         0.5975
             12              1.8235   1.152340e-03         0.5598
             13              1.8235   6.144207e-04         0.5332
             14              1.8235   3.195972e-04         0.5202
             15              1.8235   1.668805e-04         0.5222
             16              1.8235   9.063516e-05         0.5431
         --------------------------------------------------------------
         Total Iterations: 17
         Avg Convergence Rate: 		         0.5481
         Final Residual: 		   9.063516e-05
         Total Reduction in Residual: 	   3.630830e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.182798
    setup: 0.138297 s
    solve: 0.0445011 s
    solve(per iteration): 0.00261771 s
resid in solve_px: 9.06e-05
time p: 5.23e-02
time Smag or Wale: 7.15e-07

comm_min_pans:  -1.04e+03, pk_max: 1.25e+03, u2prim_max: 3.94e+00, v2prim_max: 1.25e+00, w2prim_max: 2.96e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5099104353429235 0.8723470006346954 0.6355877054657716
yplus, min,max,mean 26.506017605966836 45.34609091062308 33.03893731824096
uplus, min,max,mean 20.77217010249284 33.35702844866811 24.710020688229747
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        68474            698612  0.000149         0.0183
           2(D)         5977            117547   0.00329        0.00285
           3(D)          129               439    0.0264       1.37e-05
         --------------------------------------------------------------
         Grid Complexity: 1.31529
         Operator Complexity: 1.5059
         Total Memory Usage: 0.0454678 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.344875e+00
              0             1.82349   4.121679e-02         0.0123
              1              1.8235   7.325604e-03         0.1777
              2              1.8235   1.803511e-03         0.2462
              3              1.8235   4.582524e-04         0.2541
              4              1.8235   1.286689e-04         0.2808
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1309
         Final Residual: 		   1.286689e-04
         Total Reduction in Residual: 	   3.846748e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0325229
    setup: 0.0252354 s
    solve: 0.00728758 s
    solve(per iteration): 0.00145752 s
resid in solve_pyamgx: 1.29e-04
time solve_pyamgx: 3.69e-02
time k: 4.95e-02
modify_eps, ustar[-2,-2],[2,2] 0.6276491019448349 0.6284773024259601
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        68556            699152  0.000149         0.0183
           2(D)         5773            110953   0.00333         0.0027
           3(D)          102               254    0.0244       8.73e-06
         --------------------------------------------------------------
         Grid Complexity: 1.31466
         Operator Complexity: 1.50204
         Total Memory Usage: 0.0453207 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   4.208239e+02
              0             1.82349   1.219628e+00         0.0029
              1              1.8235   2.547430e-01         0.2089
              2              1.8235   6.073069e-02         0.2384
              3              1.8235   1.624892e-02         0.2676
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0788
         Final Residual: 		   1.624892e-02
         Total Reduction in Residual: 	   3.861216e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0309464
    setup: 0.0251658 s
    solve: 0.00578058 s
    solve(per iteration): 0.00144514 s
resid in solve_pyamgx: 1.62e-02
time solve_pyamgx: 3.53e-02
time eps: 4.23e-02

--time step:  55, iter:0, max residual:2.04e-07, u:7.90e-08, v:6.84e-08, w:5.56e-08, p:2.04e-07, k:7.85e-11, eps:7.75e-12, om:0.00e+00


monitor time step:  55, iter:0, u: 1.72e+01, v:-2.37e-01, w: 1.41e+00, p: 8.51e+00, k: 1.33e+00, eps: 1.94e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  0, umax: 3.23e+01, vismax: 8.95e+02, kmin: 5.35e-02, epsmin: 3.62e-01, ommin: 1.00e+00, fkmax: 4.55e+00

time one iteration: 2.01e-01
modify_u, ustar[-2,-2],[2,2] 0.6276491019448349 0.6284773024259601
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05          0.024
           1(D)        19024            203246  0.000562        0.00528
           2(D)         1918              8124   0.00221       0.000239
         --------------------------------------------------------------
         Grid Complexity: 1.08853
         Operator Complexity: 1.12851
         Total Memory Usage: 0.029471 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   6.787229e-02
              0             1.82349   2.188739e-03         0.0322
              1              1.8235   2.692939e-04         0.1230
              2              1.8235   5.192378e-05         0.1928
              3              1.8235   1.283854e-05         0.2473
              4              1.8235   3.139259e-06         0.2445
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1358
         Final Residual: 		   3.139259e-06
         Total Reduction in Residual: 	   4.625243e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0228188
    setup: 0.0167404 s
    solve: 0.00607846 s
    solve(per iteration): 0.00121569 s
resid in solve_pyamgx: 3.14e-06
time solve_pyamgx: 2.71e-02
time u: 3.16e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.536337e-02
              0             1.82349   1.714245e-03         0.0310
              1              1.8235   2.314450e-04         0.1350
              2              1.8235   3.804616e-05         0.1644
              3              1.8235   9.330017e-06         0.2452
              4              1.8235   2.741112e-06         0.2938
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1377
         Final Residual: 		   2.741112e-06
         Total Reduction in Residual: 	   4.951130e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0227854
    setup: 0.0167404 s
    solve: 0.00604509 s
    solve(per iteration): 0.00120902 s
resid in solve_pyamgx: 2.74e-06
time solve_pyamgx: 6.48e-03
time v: 8.73e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   6.684317e-02
              0             1.82349   1.822581e-03         0.0273
              1              1.8235   1.995846e-04         0.1095
              2              1.8235   3.368665e-05         0.1688
              3              1.8235   8.598008e-06         0.2552
              4              1.8235   2.261549e-06         0.2630
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1276
         Final Residual: 		   2.261549e-06
         Total Reduction in Residual: 	   3.383365e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0228296
    setup: 0.0167404 s
    solve: 0.00608928 s
    solve(per iteration): 0.00121786 s
resid in solve_pyamgx: 2.26e-06
time solve_pyamgx: 6.53e-03
time w: 8.20e-03
area_out 3.2
flow_in 86.76586881112289 flow_out 86.76454188557133 area_out 3.2 flow_out_new 86.76586881112289 uinc: 0.00041466423486014037
xp.sum(su3d) -2.133626608724626e-12
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   6.873646e-01
              0             1.82349   4.263139e-01         0.6202
              1              1.8235   2.091701e-01         0.4906
              2              1.8235   1.024240e-01         0.4897
              3              1.8235   5.196206e-02         0.5073
              4              1.8235   2.689219e-02         0.5175
              5              1.8235   1.395884e-02         0.5191
              6              1.8235   7.371763e-03         0.5281
              7              1.8235   4.027145e-03         0.5463
              8              1.8235   2.176131e-03         0.5404
              9              1.8235   1.194546e-03         0.5489
             10              1.8235   8.131709e-04         0.6807
             11              1.8235   4.855843e-04         0.5971
             12              1.8235   2.683108e-04         0.5526
             13              1.8235   1.419491e-04         0.5290
             14              1.8235   7.506709e-05         0.5288
             15              1.8235   4.008539e-05         0.5340
             16              1.8235   2.183078e-05         0.5446
         --------------------------------------------------------------
         Total Iterations: 17
         Avg Convergence Rate: 		         0.5438
         Final Residual: 		   2.183078e-05
         Total Reduction in Residual: 	   3.176012e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.182759
    setup: 0.138297 s
    solve: 0.0444621 s
    solve(per iteration): 0.00261542 s
resid in solve_px: 2.18e-05
time p: 5.20e-02
time Smag or Wale: 4.77e-07

comm_min_pans:  -1.09e+03, pk_max: 1.25e+03, u2prim_max: 3.94e+00, v2prim_max: 1.25e+00, w2prim_max: 2.96e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5090215492410302 0.871843540819497 0.6358544127125664
yplus, min,max,mean 26.45981178425103 45.319920207298345 33.05280121764208
uplus, min,max,mean 20.819664712643913 33.40514335192581 24.69956461543734
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        68626            699860  0.000149         0.0183
           2(D)         6042            118744   0.00325        0.00288
           3(D)          125               337    0.0216       1.13e-05
         --------------------------------------------------------------
         Grid Complexity: 1.31619
         Operator Complexity: 1.50735
         Total Memory Usage: 0.0455313 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.596019e+00
              0             1.82349   2.534123e-02         0.0070
              1              1.8235   2.018479e-03         0.0797
              2              1.8235   1.925600e-04         0.0954
              3              1.8235   4.889057e-05         0.2539
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0607
         Final Residual: 		   4.889057e-05
         Total Reduction in Residual: 	   1.359575e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0312549
    setup: 0.0254464 s
    solve: 0.00580848 s
    solve(per iteration): 0.00145212 s
resid in solve_pyamgx: 4.89e-05
time solve_pyamgx: 3.56e-02
time k: 4.83e-02
modify_eps, ustar[-2,-2],[2,2] 0.627687646175813 0.6284509372292846
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        68408            698110  0.000149         0.0182
           2(D)         5849            112093   0.00328        0.00273
           3(D)          113               299    0.0234       1.01e-05
         --------------------------------------------------------------
         Grid Complexity: 1.3144
         Operator Complexity: 1.50212
         Total Memory Usage: 0.0453207 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   1.146837e+02
              0             1.82349   1.091585e-01         0.0010
              1              1.8235   2.407647e-02         0.2206
              2              1.8235   6.146930e-03         0.2553
              3              1.8235   1.693067e-03         0.2754
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0620
         Final Residual: 		   1.693067e-03
         Total Reduction in Residual: 	   1.476293e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.030977
    setup: 0.0251123 s
    solve: 0.00586474 s
    solve(per iteration): 0.00146618 s
resid in solve_pyamgx: 1.69e-03
time solve_pyamgx: 3.55e-02
time eps: 4.25e-02

--time step:  55, iter:1, max residual:5.93e-08, u:2.45e-09, v:2.14e-09, w:1.77e-09, p:5.93e-08, k:2.98e-11, eps:8.07e-13, om:0.00e+00


monitor time step:  55, iter:1, u: 1.72e+01, v:-2.29e-01, w: 1.42e+00, p: 8.77e+00, k: 1.33e+00, eps: 1.94e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  1, umax: 3.23e+01, vismax: 8.95e+02, kmin: 5.35e-02, epsmin: 3.62e-01, ommin: 1.00e+00, fkmax: 5.00e+00

time one iteration: 1.99e-01
vismean_mean 2.857142857142857e-18
modify_u, ustar[-2,-2],[2,2] 0.627687646175813 0.6284509372292846
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05          0.024
           1(D)        19010            202642  0.000561        0.00527
           2(D)         1900              8010   0.00222       0.000236
         --------------------------------------------------------------
         Grid Complexity: 1.0884
         Operator Complexity: 1.12808
         Total Memory Usage: 0.0294534 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.229285e+00
              0             1.82349   7.820596e-02         0.0242
              1              1.8235   9.277677e-03         0.1186
              2              1.8235   1.768217e-03         0.1906
              3              1.8235   4.282987e-04         0.2422
              4              1.8235   1.049179e-04         0.2450
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1266
         Final Residual: 		   1.049179e-04
         Total Reduction in Residual: 	   3.248951e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0227635
    setup: 0.0167117 s
    solve: 0.00605184 s
    solve(per iteration): 0.00121037 s
resid in solve_pyamgx: 1.05e-04
time solve_pyamgx: 2.71e-02
time u: 3.33e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.283407e+00
              0             1.82349   5.609639e-02         0.0246
              1              1.8235   2.473732e-03         0.0441
              2              1.8235   4.258511e-04         0.1721
              3              1.8235   8.689296e-05         0.2040
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0785
         Final Residual: 		   8.689296e-05
         Total Reduction in Residual: 	   3.805408e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0215753
    setup: 0.0167117 s
    solve: 0.00486358 s
    solve(per iteration): 0.0012159 s
resid in solve_pyamgx: 8.69e-05
time solve_pyamgx: 5.29e-03
time v: 7.59e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.901070e+00
              0             1.82349   6.802614e-02         0.0234
              1              1.8235   5.603437e-03         0.0824
              2              1.8235   1.128690e-03         0.2014
              3              1.8235   2.830426e-04         0.2508
              4              1.8235   6.970855e-05         0.2463
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1192
         Final Residual: 		   6.970855e-05
         Total Reduction in Residual: 	   2.402857e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0227825
    setup: 0.0167117 s
    solve: 0.00607082 s
    solve(per iteration): 0.00121416 s
resid in solve_pyamgx: 6.97e-05
time solve_pyamgx: 6.55e-03
time w: 8.20e-03
area_out 3.2
flow_in 86.76586881112289 flow_out 86.76454200449267 area_out 3.2 flow_out_new 86.7658688111229 uinc: 0.00041462707194295234
xp.sum(su3d) -2.297939616369149e-12
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.506853e+00
              0             1.82349   1.408002e+00         0.5617
              1              1.8235   7.256715e-01         0.5154
              2              1.8235   3.667879e-01         0.5054
              3              1.8235   1.938787e-01         0.5286
              4              1.8235   1.026293e-01         0.5293
              5              1.8235   5.360356e-02         0.5223
              6              1.8235   2.852849e-02         0.5322
              7              1.8235   1.622289e-02         0.5687
              8              1.8235   9.282952e-03         0.5722
              9              1.8235   5.123885e-03         0.5520
             10              1.8235   3.490313e-03         0.6812
             11              1.8235   2.089752e-03         0.5987
             12              1.8235   1.172777e-03         0.5612
             13              1.8235   6.275111e-04         0.5351
             14              1.8235   3.269654e-04         0.5211
             15              1.8235   1.713849e-04         0.5242
             16              1.8235   9.308847e-05         0.5432
         --------------------------------------------------------------
         Total Iterations: 17
         Avg Convergence Rate: 		         0.5488
         Final Residual: 		   9.308847e-05
         Total Reduction in Residual: 	   3.713360e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.182789
    setup: 0.138297 s
    solve: 0.0444922 s
    solve(per iteration): 0.00261719 s
resid in solve_px: 9.31e-05
time p: 5.21e-02
time Smag or Wale: 4.77e-07

comm_min_pans:  -1.05e+03, pk_max: 1.22e+03, u2prim_max: 3.95e+00, v2prim_max: 1.25e+00, w2prim_max: 2.96e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5091555718700829 0.8718480022837685 0.6359154076833217
yplus, min,max,mean 26.466778510011174 45.320152121851045 33.05597184067049
uplus, min,max,mean 20.777963037673274 33.81517434795633 24.731971255148988
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        68498            698994  0.000149         0.0183
           2(D)         5964            118696   0.00334        0.00288
           3(D)          136               388     0.021       1.27e-05
         --------------------------------------------------------------
         Grid Complexity: 1.31537
         Operator Complexity: 1.50682
         Total Memory Usage: 0.0455017 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.403670e+00
              0             1.82349   4.109091e-02         0.0121
              1              1.8235   7.122531e-03         0.1733
              2              1.8235   1.728308e-03         0.2427
              3              1.8235   4.509911e-04         0.2609
              4              1.8235   1.328607e-04         0.2946
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1313
         Final Residual: 		   1.328607e-04
         Total Reduction in Residual: 	   3.903455e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0325322
    setup: 0.0252191 s
    solve: 0.00731306 s
    solve(per iteration): 0.00146261 s
resid in solve_pyamgx: 1.33e-04
time solve_pyamgx: 3.70e-02
time k: 4.97e-02
modify_eps, ustar[-2,-2],[2,2] 0.62777313403832 0.6284651896949315
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        68597            700071  0.000149         0.0183
           2(D)         5857            114303   0.00333        0.00277
           3(D)          105               269    0.0244       9.16e-06
         --------------------------------------------------------------
         Grid Complexity: 1.3152
         Operator Complexity: 1.50469
         Total Memory Usage: 0.0454232 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   4.559349e+02
              0             1.82349   1.232310e+00         0.0027
              1              1.8235   2.543955e-01         0.2064
              2              1.8235   5.925490e-02         0.2329
              3              1.8235   1.554047e-02         0.2623
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0764
         Final Residual: 		   1.554047e-02
         Total Reduction in Residual: 	   3.408484e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0308308
    setup: 0.0250248 s
    solve: 0.00580608 s
    solve(per iteration): 0.00145152 s
resid in solve_pyamgx: 1.55e-02
time solve_pyamgx: 3.53e-02
time eps: 4.23e-02

--time step:  56, iter:0, max residual:2.12e-07, u:8.20e-08, v:6.79e-08, w:5.45e-08, p:2.12e-07, k:8.11e-11, eps:7.41e-12, om:0.00e+00


monitor time step:  56, iter:0, u: 1.73e+01, v:-2.49e-01, w: 1.31e+00, p: 9.09e+00, k: 1.33e+00, eps: 1.94e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  0, umax: 3.23e+01, vismax: 8.98e+02, kmin: 5.23e-02, epsmin: 3.60e-01, ommin: 1.00e+00, fkmax: 4.59e+00

time one iteration: 2.01e-01
modify_u, ustar[-2,-2],[2,2] 0.62777313403832 0.6284651896949315
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05          0.024
           1(D)        19013            202329   0.00056        0.00526
           2(D)         1920              8240   0.00224       0.000241
         --------------------------------------------------------------
         Grid Complexity: 1.0885
         Operator Complexity: 1.12803
         Total Memory Usage: 0.0294526 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   6.851974e-02
              0             1.82349   2.218297e-03         0.0324
              1              1.8235   2.760029e-04         0.1244
              2              1.8235   5.272441e-05         0.1910
              3              1.8235   1.347061e-05         0.2555
              4              1.8235   3.634026e-06         0.2698
              5              1.8235   1.113885e-06         0.3065
         --------------------------------------------------------------
         Total Iterations: 6
         Avg Convergence Rate: 		         0.1592
         Final Residual: 		   1.113885e-06
         Total Reduction in Residual: 	   1.625641e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0232256
    setup: 0.0159649 s
    solve: 0.00726074 s
    solve(per iteration): 0.00121012 s
resid in solve_pyamgx: 1.11e-06
time solve_pyamgx: 2.76e-02
time u: 3.20e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.625923e-02
              0             1.82349   1.724280e-03         0.0306
              1              1.8235   2.290279e-04         0.1328
              2              1.8235   3.735922e-05         0.1631
              3              1.8235   8.989762e-06         0.2406
              4              1.8235   2.569930e-06         0.2859
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1355
         Final Residual: 		   2.569930e-06
         Total Reduction in Residual: 	   4.568015e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0219925
    setup: 0.0159649 s
    solve: 0.00602758 s
    solve(per iteration): 0.00120552 s
resid in solve_pyamgx: 2.57e-06
time solve_pyamgx: 6.51e-03
time v: 8.75e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   6.724943e-02
              0             1.82349   1.838795e-03         0.0273
              1              1.8235   2.030669e-04         0.1104
              2              1.8235   3.457733e-05         0.1703
              3              1.8235   9.168061e-06         0.2651
              4              1.8235   2.635179e-06         0.2874
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1314
         Final Residual: 		   2.635179e-06
         Total Reduction in Residual: 	   3.918515e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0220004
    setup: 0.0159649 s
    solve: 0.00603546 s
    solve(per iteration): 0.00120709 s
resid in solve_pyamgx: 2.64e-06
time solve_pyamgx: 6.46e-03
time w: 8.11e-03
area_out 3.2
flow_in 86.76586881112289 flow_out 86.76454152606338 area_out 3.2 flow_out_new 86.76586881112291 uinc: 0.00041477658109467797
xp.sum(su3d) -9.990896998601784e-12
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   6.854718e-01
              0             1.82349   4.268957e-01         0.6228
              1              1.8235   2.086898e-01         0.4889
              2              1.8235   1.022016e-01         0.4897
              3              1.8235   5.170941e-02         0.5060
              4              1.8235   2.683133e-02         0.5189
              5              1.8235   1.394808e-02         0.5198
              6              1.8235   7.354015e-03         0.5272
              7              1.8235   4.018475e-03         0.5464
              8              1.8235   2.175920e-03         0.5415
              9              1.8235   1.190596e-03         0.5472
             10              1.8235   8.100413e-04         0.6804
             11              1.8235   4.827778e-04         0.5960
             12              1.8235   2.678757e-04         0.5549
             13              1.8235   1.417594e-04         0.5292
             14              1.8235   7.519539e-05         0.5304
             15              1.8235   4.020111e-05         0.5346
             16              1.8235   2.183256e-05         0.5431
         --------------------------------------------------------------
         Total Iterations: 17
         Avg Convergence Rate: 		         0.5438
         Final Residual: 		   2.183256e-05
         Total Reduction in Residual: 	   3.185041e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.182703
    setup: 0.138297 s
    solve: 0.0444063 s
    solve(per iteration): 0.00261214 s
resid in solve_px: 2.18e-05
time p: 5.20e-02
time Smag or Wale: 7.15e-07

comm_min_pans:  -1.09e+03, pk_max: 1.21e+03, u2prim_max: 3.95e+00, v2prim_max: 1.25e+00, w2prim_max: 2.96e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5087117403961454 0.8704340311323465 0.6362024456632884
yplus, min,max,mean 26.443707389973483 45.2466514800987 33.07089256639649
uplus, min,max,mean 20.80874020281183 33.851732264058306 24.720579779987656
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 5
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        68088            694990   0.00015         0.0182
           2(D)         5966            117850   0.00331        0.00286
           3(D)          124               376    0.0245       1.31e-05
           4(D)            2                 2       0.5       1.19e-07
         --------------------------------------------------------------
         Grid Complexity: 1.3136
         Operator Complexity: 1.50381
         Total Memory Usage: 0.0453723 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.579636e+00
              0             1.82349   2.140179e-02         0.0060
              1              1.8235   1.440813e-03         0.0673
              2              1.8235   1.699543e-04         0.1180
         --------------------------------------------------------------
         Total Iterations: 3
         Avg Convergence Rate: 		         0.0362
         Final Residual: 		   1.699543e-04
         Total Reduction in Residual: 	   4.747809e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0305729
    setup: 0.025924 s
    solve: 0.00464896 s
    solve(per iteration): 0.00154965 s
resid in solve_pyamgx: 1.70e-04
time solve_pyamgx: 3.49e-02
time k: 4.74e-02
modify_eps, ustar[-2,-2],[2,2] 0.6278097969872132 0.6284638346430176
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        68022            694288   0.00015         0.0181
           2(D)         5813            111281   0.00329        0.00271
           3(D)          106               246    0.0219       8.67e-06
         --------------------------------------------------------------
         Grid Complexity: 1.31259
         Operator Complexity: 1.49922
         Total Memory Usage: 0.0451936 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   1.212469e+02
              0             1.82349   1.175553e-01         0.0010
              1              1.8235   2.676404e-02         0.2277
              2              1.8235   6.787955e-03         0.2536
              3              1.8235   1.770913e-03         0.2609
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0618
         Final Residual: 		   1.770913e-03
         Total Reduction in Residual: 	   1.460585e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0309371
    setup: 0.0251372 s
    solve: 0.00579994 s
    solve(per iteration): 0.00144998 s
resid in solve_pyamgx: 1.77e-03
time solve_pyamgx: 3.53e-02
time eps: 4.23e-02

--time step:  56, iter:1, max residual:5.99e-08, u:8.70e-10, v:2.01e-09, w:2.06e-09, p:5.99e-08, k:1.04e-10, eps:8.44e-13, om:0.00e+00


monitor time step:  56, iter:1, u: 1.73e+01, v:-2.41e-01, w: 1.31e+00, p: 9.34e+00, k: 1.33e+00, eps: 1.94e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  1, umax: 3.23e+01, vismax: 8.90e+02, kmin: 5.23e-02, epsmin: 3.60e-01, ommin: 1.00e+00, fkmax: 4.96e+00

time one iteration: 1.99e-01
vismean_mean 2.8070175438596488e-18
modify_u, ustar[-2,-2],[2,2] 0.6278097969872132 0.6284638346430176
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05          0.024
           1(D)        19348            202074   0.00054        0.00527
           2(D)         2045              8529   0.00204       0.000252
         --------------------------------------------------------------
         Grid Complexity: 1.09044
         Operator Complexity: 1.12805
         Total Memory Usage: 0.0294764 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.258924e+00
              0             1.82349   7.913476e-02         0.0243
              1              1.8235   9.331619e-03         0.1179
              2              1.8235   1.765702e-03         0.1892
              3              1.8235   4.385359e-04         0.2484
              4              1.8235   1.075328e-04         0.2452
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1270
         Final Residual: 		   1.075328e-04
         Total Reduction in Residual: 	   3.299641e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0221101
    setup: 0.0160585 s
    solve: 0.00605165 s
    solve(per iteration): 0.00121033 s
resid in solve_pyamgx: 1.08e-04
time solve_pyamgx: 2.64e-02
time u: 3.25e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.296210e+00
              0             1.82349   5.642263e-02         0.0246
              1              1.8235   2.498868e-03         0.0443
              2              1.8235   4.226188e-04         0.1691
              3              1.8235   8.315844e-05         0.1968
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0776
         Final Residual: 		   8.315844e-05
         Total Reduction in Residual: 	   3.621552e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0208801
    setup: 0.0160585 s
    solve: 0.0048216 s
    solve(per iteration): 0.0012054 s
resid in solve_pyamgx: 8.32e-05
time solve_pyamgx: 5.23e-03
time v: 7.43e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.912948e+00
              0             1.82349   6.829472e-02         0.0234
              1              1.8235   5.622914e-03         0.0823
              2              1.8235   1.127980e-03         0.2006
              3              1.8235   2.766454e-04         0.2453
              4              1.8235   6.939114e-05         0.2508
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1190
         Final Residual: 		   6.939114e-05
         Total Reduction in Residual: 	   2.382162e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.022098
    setup: 0.0160585 s
    solve: 0.00603955 s
    solve(per iteration): 0.00120791 s
resid in solve_pyamgx: 6.94e-05
time solve_pyamgx: 6.53e-03
time w: 8.22e-03
area_out 3.2
flow_in 86.76586881112289 flow_out 86.76454164156377 area_out 3.2 flow_out_new 86.76586881112286 uinc: 0.000414740487224563
xp.sum(su3d) 9.47042444465751e-12
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.495239e+00
              0             1.82349   1.399530e+00         0.5609
              1              1.8235   7.214355e-01         0.5155
              2              1.8235   3.657961e-01         0.5070
              3              1.8235   1.927928e-01         0.5270
              4              1.8235   1.025813e-01         0.5321
              5              1.8235   5.369468e-02         0.5234
              6              1.8235   2.856633e-02         0.5320
              7              1.8235   1.625234e-02         0.5689
              8              1.8235   9.321171e-03         0.5735
              9              1.8235   5.150992e-03         0.5526
             10              1.8235   3.515289e-03         0.6824
             11              1.8235   2.107144e-03         0.5994
             12              1.8235   1.183395e-03         0.5616
             13              1.8235   6.355174e-04         0.5370
             14              1.8235   3.318445e-04         0.5222
             15              1.8235   1.747410e-04         0.5266
             16              1.8235   9.462810e-05         0.5415
         --------------------------------------------------------------
         Total Iterations: 17
         Avg Convergence Rate: 		         0.5495
         Final Residual: 		   9.462810e-05
         Total Reduction in Residual: 	   3.792346e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.182763
    setup: 0.138297 s
    solve: 0.0444661 s
    solve(per iteration): 0.00261566 s
resid in solve_px: 9.46e-05
time p: 5.20e-02
time Smag or Wale: 4.77e-07

comm_min_pans:  -1.03e+03, pk_max: 1.19e+03, u2prim_max: 3.95e+00, v2prim_max: 1.26e+00, w2prim_max: 2.97e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5088570376711957 0.8696943828251354 0.6363015537140323
yplus, min,max,mean 26.451260191139422 45.2082032945071 33.07604437258798
uplus, min,max,mean 20.62425526713681 33.90812221097265 24.751104884713403
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        67957            694261   0.00015         0.0181
           2(D)         6016            119960   0.00331        0.00291
           3(D)          139               427    0.0221       1.37e-05
         --------------------------------------------------------------
         Grid Complexity: 1.31331
         Operator Complexity: 1.50469
         Total Memory Usage: 0.0453997 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.642173e+00
              0             1.82349   4.106836e-02         0.0113
              1              1.8235   7.208014e-03         0.1755
              2              1.8235   1.818005e-03         0.2522
              3              1.8235   4.766162e-04         0.2622
              4              1.8235   1.360840e-04         0.2855
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1302
         Final Residual: 		   1.360840e-04
         Total Reduction in Residual: 	   3.736341e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0324177
    setup: 0.0251846 s
    solve: 0.00723306 s
    solve(per iteration): 0.00144661 s
resid in solve_pyamgx: 1.36e-04
time solve_pyamgx: 3.67e-02
time k: 4.93e-02
modify_eps, ustar[-2,-2],[2,2] 0.6278909834595316 0.6285267702021801
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        68124            695928   0.00015         0.0182
           2(D)         5907            114513   0.00328        0.00278
           3(D)          116               328    0.0244       1.08e-05
         --------------------------------------------------------------
         Grid Complexity: 1.31346
         Operator Complexity: 1.50229
         Total Memory Usage: 0.045315 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.389525e+02
              0             1.82349   1.275534e+00         0.0024
              1              1.8235   2.699210e-01         0.2116
              2              1.8235   6.497648e-02         0.2407
              3              1.8235   1.700190e-02         0.2617
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0749
         Final Residual: 		   1.700190e-02
         Total Reduction in Residual: 	   3.154620e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0310509
    setup: 0.0252334 s
    solve: 0.00581757 s
    solve(per iteration): 0.00145439 s
resid in solve_pyamgx: 1.70e-02
time solve_pyamgx: 3.55e-02
time eps: 4.24e-02

--time step:  57, iter:0, max residual:2.18e-07, u:8.40e-08, v:6.50e-08, w:5.42e-08, p:2.18e-07, k:8.31e-11, eps:8.11e-12, om:0.00e+00


monitor time step:  57, iter:0, u: 1.73e+01, v:-2.59e-01, w: 1.19e+00, p: 9.58e+00, k: 1.33e+00, eps: 1.94e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  0, umax: 3.23e+01, vismax: 8.95e+02, kmin: 5.11e-02, epsmin: 3.58e-01, ommin: 1.00e+00, fkmax: 4.61e+00

time one iteration: 2.00e-01
modify_u, ustar[-2,-2],[2,2] 0.6278909834595316 0.6285267702021801
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05          0.024
           1(D)        19363            202111  0.000539        0.00527
           2(D)         2063              8635   0.00203       0.000255
         --------------------------------------------------------------
         Grid Complexity: 1.09058
         Operator Complexity: 1.12813
         Total Memory Usage: 0.0294812 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   6.897509e-02
              0             1.82349   2.248689e-03         0.0326
              1              1.8235   2.830195e-04         0.1259
              2              1.8235   5.400212e-05         0.1908
              3              1.8235   1.385787e-05         0.2566
              4              1.8235   3.709245e-06         0.2677
              5              1.8235   1.044307e-06         0.2815
         --------------------------------------------------------------
         Total Iterations: 6
         Avg Convergence Rate: 		         0.1573
         Final Residual: 		   1.044307e-06
         Total Reduction in Residual: 	   1.514035e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0235014
    setup: 0.0162249 s
    solve: 0.00727651 s
    solve(per iteration): 0.00121275 s
resid in solve_pyamgx: 1.04e-06
time solve_pyamgx: 2.79e-02
time u: 3.24e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.583414e-02
              0             1.82349   1.706843e-03         0.0306
              1              1.8235   2.231775e-04         0.1308
              2              1.8235   3.649606e-05         0.1635
              3              1.8235   8.969740e-06         0.2458
              4              1.8235   2.629576e-06         0.2932
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1363
         Final Residual: 		   2.629576e-06
         Total Reduction in Residual: 	   4.709619e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0223259
    setup: 0.0162249 s
    solve: 0.00610096 s
    solve(per iteration): 0.00122019 s
resid in solve_pyamgx: 2.63e-06
time solve_pyamgx: 6.75e-03
time v: 9.14e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   6.618206e-02
              0             1.82349   1.827965e-03         0.0276
              1              1.8235   2.053613e-04         0.1123
              2              1.8235   3.484416e-05         0.1697
              3              1.8235   9.269044e-06         0.2660
              4              1.8235   2.690855e-06         0.2903
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1324
         Final Residual: 		   2.690855e-06
         Total Reduction in Residual: 	   4.065838e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0223051
    setup: 0.0162249 s
    solve: 0.00608022 s
    solve(per iteration): 0.00121604 s
resid in solve_pyamgx: 2.69e-06
time solve_pyamgx: 6.52e-03
time w: 8.30e-03
area_out 3.2
flow_in 86.76586881112289 flow_out 86.76454118506959 area_out 3.2 flow_out_new 86.7658688111229 uinc: 0.0004148831416550536
xp.sum(su3d) -9.57367518594765e-12
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   6.940550e-01
              0             1.82349   4.294773e-01         0.6188
              1              1.8235   2.092245e-01         0.4872
              2              1.8235   1.020540e-01         0.4878
              3              1.8235   5.138521e-02         0.5035
              4              1.8235   2.665580e-02         0.5187
              5              1.8235   1.392509e-02         0.5224
              6              1.8235   7.338776e-03         0.5270
              7              1.8235   4.009393e-03         0.5463
              8              1.8235   2.180659e-03         0.5439
              9              1.8235   1.189035e-03         0.5453
             10              1.8235   8.076842e-04         0.6793
             11              1.8235   4.822887e-04         0.5971
             12              1.8235   2.677399e-04         0.5551
             13              1.8235   1.418232e-04         0.5297
             14              1.8235   7.513991e-05         0.5298
             15              1.8235   4.039139e-05         0.5375
             16              1.8235   2.183112e-05         0.5405
         --------------------------------------------------------------
         Total Iterations: 17
         Avg Convergence Rate: 		         0.5434
         Final Residual: 		   2.183112e-05
         Total Reduction in Residual: 	   3.145446e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.182918
    setup: 0.138297 s
    solve: 0.0446213 s
    solve(per iteration): 0.00262478 s
resid in solve_px: 2.18e-05
time p: 5.24e-02
time Smag or Wale: 4.77e-07

comm_min_pans:  -1.09e+03, pk_max: 1.18e+03, u2prim_max: 3.95e+00, v2prim_max: 1.26e+00, w2prim_max: 2.97e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5088481673698295 0.8674665833019721 0.6366290495870089
yplus, min,max,mean 26.450799097684794 45.09239846038203 33.09306816887324
uplus, min,max,mean 20.6007722326752 33.93206640857456 24.737852643698716
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        67619            687269   0.00015          0.018
           2(D)         5917            113209   0.00323        0.00275
           3(D)          140               444    0.0227       1.41e-05
         --------------------------------------------------------------
         Grid Complexity: 1.31147
         Operator Complexity: 1.49619
         Total Memory Usage: 0.0450702 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.726013e+00
              0             1.82349   2.138234e-02         0.0057
              1              1.8235   1.470240e-03         0.0688
              2              1.8235   1.708743e-04         0.1162
         --------------------------------------------------------------
         Total Iterations: 3
         Avg Convergence Rate: 		         0.0358
         Final Residual: 		   1.708743e-04
         Total Reduction in Residual: 	   4.585981e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.029481
    setup: 0.0250184 s
    solve: 0.00446259 s
    solve(per iteration): 0.00148753 s
resid in solve_pyamgx: 1.71e-04
time solve_pyamgx: 3.38e-02
time k: 4.64e-02
modify_eps, ustar[-2,-2],[2,2] 0.6279258452582858 0.6285496677110294
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        67706            687494   0.00015          0.018
           2(D)         5734            105212    0.0032        0.00257
           3(D)          125               309    0.0198       1.06e-05
         --------------------------------------------------------------
         Grid Complexity: 1.311
         Operator Complexity: 1.49129
         Total Memory Usage: 0.0448877 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   1.572020e+02
              0             1.82349   1.285946e-01         0.0008
              1              1.8235   3.068822e-02         0.2386
              2              1.8235   7.695893e-03         0.2508
         --------------------------------------------------------------
         Total Iterations: 3
         Avg Convergence Rate: 		         0.0366
         Final Residual: 		   7.695893e-03
         Total Reduction in Residual: 	   4.895545e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0293589
    setup: 0.0249373 s
    solve: 0.00442163 s
    solve(per iteration): 0.00147388 s
resid in solve_pyamgx: 7.70e-03
time solve_pyamgx: 3.37e-02
time eps: 4.07e-02

--time step:  57, iter:1, max residual:6.04e-08, u:8.16e-10, v:2.05e-09, w:2.10e-09, p:6.04e-08, k:1.04e-10, eps:3.67e-12, om:0.00e+00


monitor time step:  57, iter:1, u: 1.73e+01, v:-2.51e-01, w: 1.20e+00, p: 9.81e+00, k: 1.33e+00, eps: 1.94e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  1, umax: 3.23e+01, vismax: 8.84e+02, kmin: 5.12e-02, epsmin: 3.58e-01, ommin: 1.00e+00, fkmax: 4.92e+00

time one iteration: 1.97e-01
vismean_mean 2.758620689655172e-18
modify_u, ustar[-2,-2],[2,2] 0.6279258452582858 0.6285496677110294
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05          0.024
           1(D)        19383            202363  0.000539        0.00528
           2(D)         2095              8813   0.00201       0.000259
         --------------------------------------------------------------
         Grid Complexity: 1.0908
         Operator Complexity: 1.1284
         Total Memory Usage: 0.0294933 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.288134e+00
              0             1.82349   7.977035e-02         0.0243
              1              1.8235   9.363247e-03         0.1174
              2              1.8235   1.757173e-03         0.1877
              3              1.8235   4.331970e-04         0.2465
              4              1.8235   1.036243e-04         0.2392
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1258
         Final Residual: 		   1.036243e-04
         Total Reduction in Residual: 	   3.151463e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0227007
    setup: 0.0166301 s
    solve: 0.00607062 s
    solve(per iteration): 0.00121412 s
resid in solve_pyamgx: 1.04e-04
time solve_pyamgx: 2.70e-02
time u: 3.30e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.309088e+00
              0             1.82349   5.672499e-02         0.0246
              1              1.8235   2.501456e-03         0.0441
              2              1.8235   4.294341e-04         0.1717
              3              1.8235   8.507945e-05         0.1981
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0779
         Final Residual: 		   8.507945e-05
         Total Reduction in Residual: 	   3.684547e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0214794
    setup: 0.0166301 s
    solve: 0.00484931 s
    solve(per iteration): 0.00121233 s
resid in solve_pyamgx: 8.51e-05
time solve_pyamgx: 5.27e-03
time v: 7.47e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.925582e+00
              0             1.82349   6.871214e-02         0.0235
              1              1.8235   5.638446e-03         0.0821
              2              1.8235   1.096540e-03         0.1945
              3              1.8235   2.664311e-04         0.2430
              4              1.8235   6.643546e-05         0.2494
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1178
         Final Residual: 		   6.643546e-05
         Total Reduction in Residual: 	   2.270846e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0226828
    setup: 0.0166301 s
    solve: 0.00605267 s
    solve(per iteration): 0.00121053 s
resid in solve_pyamgx: 6.64e-05
time solve_pyamgx: 6.48e-03
time w: 8.11e-03
area_out 3.2
flow_in 86.76586881112289 flow_out 86.76454130273925 area_out 3.2 flow_out_new 86.76586881112286 uinc: 0.0004148463698872007
xp.sum(su3d) 4.391154106997419e-12
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.515034e+00
              0             1.82349   1.398379e+00         0.5560
              1              1.8235   7.201206e-01         0.5150
              2              1.8235   3.649658e-01         0.5068
              3              1.8235   1.921114e-01         0.5264
              4              1.8235   1.025066e-01         0.5336
              5              1.8235   5.378858e-02         0.5247
              6              1.8235   2.859090e-02         0.5315
              7              1.8235   1.626322e-02         0.5688
              8              1.8235   9.341123e-03         0.5744
              9              1.8235   5.165758e-03         0.5530
             10              1.8235   3.531443e-03         0.6836
             11              1.8235   2.121816e-03         0.6008
             12              1.8235   1.191093e-03         0.5614
             13              1.8235   6.411791e-04         0.5383
             14              1.8235   3.351723e-04         0.5227
             15              1.8235   1.772614e-04         0.5289
             16              1.8235   9.581416e-05         0.5405
         --------------------------------------------------------------
         Total Iterations: 17
         Avg Convergence Rate: 		         0.5496
         Final Residual: 		   9.581416e-05
         Total Reduction in Residual: 	   3.809657e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.182679
    setup: 0.138297 s
    solve: 0.0443822 s
    solve(per iteration): 0.00261072 s
resid in solve_px: 9.58e-05
time p: 5.19e-02
time Smag or Wale: 9.54e-07

comm_min_pans:  -1.03e+03, pk_max: 1.16e+03, u2prim_max: 3.95e+00, v2prim_max: 1.27e+00, w2prim_max: 2.97e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5090216051868237 0.8661040378989663 0.6367114923431555
yplus, min,max,mean 26.459814692409182 45.02157101709443 33.097353684513706
uplus, min,max,mean 20.382070094740428 33.6244178490389 24.768192149722154
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        67613            687067   0.00015          0.018
           2(D)         5928            115032   0.00327        0.00279
           3(D)          171               521    0.0178       1.68e-05
         --------------------------------------------------------------
         Grid Complexity: 1.31162
         Operator Complexity: 1.49724
         Total Memory Usage: 0.0451098 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.056412e+00
              0             1.82349   4.156319e-02         0.0136
              1              1.8235   7.223248e-03         0.1738
              2              1.8235   1.800075e-03         0.2492
              3              1.8235   4.837758e-04         0.2688
              4              1.8235   1.373132e-04         0.2838
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1351
         Final Residual: 		   1.373132e-04
         Total Reduction in Residual: 	   4.492629e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0321998
    setup: 0.0249897 s
    solve: 0.00721011 s
    solve(per iteration): 0.00144202 s
resid in solve_pyamgx: 1.37e-04
time solve_pyamgx: 3.65e-02
time k: 4.90e-02
modify_eps, ustar[-2,-2],[2,2] 0.6280029411000444 0.628654941289418
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        67628            687100   0.00015          0.018
           2(D)         5815            108035   0.00319        0.00263
           3(D)          147               431    0.0199        1.4e-05
         --------------------------------------------------------------
         Grid Complexity: 1.3111
         Operator Complexity: 1.49287
         Total Memory Usage: 0.0449459 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.572632e+02
              0             1.82349   1.264779e+00         0.0035
              1              1.8235   2.650478e-01         0.2096
              2              1.8235   6.466493e-02         0.2440
              3              1.8235   1.692093e-02         0.2617
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0830
         Final Residual: 		   1.692093e-02
         Total Reduction in Residual: 	   4.736265e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0306286
    setup: 0.0248259 s
    solve: 0.00580275 s
    solve(per iteration): 0.00145069 s
resid in solve_pyamgx: 1.69e-02
time solve_pyamgx: 3.50e-02
time eps: 4.20e-02

--time step:  58, iter:0, max residual:2.23e-07, u:8.10e-08, v:6.65e-08, w:5.19e-08, p:2.23e-07, k:8.38e-11, eps:8.07e-12, om:0.00e+00


monitor time step:  58, iter:0, u: 1.73e+01, v:-2.66e-01, w: 1.08e+00, p: 9.96e+00, k: 1.33e+00, eps: 1.94e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  0, umax: 3.23e+01, vismax: 9.05e+02, kmin: 5.00e-02, epsmin: 3.55e-01, ommin: 1.00e+00, fkmax: 4.61e+00

time one iteration: 1.99e-01
modify_u, ustar[-2,-2],[2,2] 0.6280029411000444 0.628654941289418
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05          0.024
           1(D)        19367            202199  0.000539        0.00527
           2(D)         2060              8552   0.00202       0.000253
         --------------------------------------------------------------
         Grid Complexity: 1.09058
         Operator Complexity: 1.12814
         Total Memory Usage: 0.0294814 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   6.971499e-02
              0             1.82349   2.289369e-03         0.0328
              1              1.8235   2.883172e-04         0.1259
              2              1.8235   5.259778e-05         0.1824
              3              1.8235   1.331790e-05         0.2532
              4              1.8235   3.523905e-06         0.2646
              5              1.8235   1.040311e-06         0.2952
         --------------------------------------------------------------
         Total Iterations: 6
         Avg Convergence Rate: 		         0.1569
         Final Residual: 		   1.040311e-06
         Total Reduction in Residual: 	   1.492234e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0239607
    setup: 0.0166821 s
    solve: 0.00727859 s
    solve(per iteration): 0.0012131 s
resid in solve_pyamgx: 1.04e-06
time solve_pyamgx: 2.83e-02
time u: 3.28e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.637069e-02
              0             1.82349   1.707589e-03         0.0303
              1              1.8235   2.197125e-04         0.1287
              2              1.8235   3.734186e-05         0.1700
              3              1.8235   9.944365e-06         0.2663
              4              1.8235   3.141099e-06         0.3159
              5              1.8235   9.179315e-07         0.2922
         --------------------------------------------------------------
         Total Iterations: 6
         Avg Convergence Rate: 		         0.1592
         Final Residual: 		   9.179315e-07
         Total Reduction in Residual: 	   1.628384e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0239711
    setup: 0.0166821 s
    solve: 0.00728906 s
    solve(per iteration): 0.00121484 s
resid in solve_pyamgx: 9.18e-07
time solve_pyamgx: 7.72e-03
time v: 1.00e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   6.722100e-02
              0             1.82349   1.854948e-03         0.0276
              1              1.8235   2.092883e-04         0.1128
              2              1.8235   3.545480e-05         0.1694
              3              1.8235   9.415719e-06         0.2656
              4              1.8235   2.766276e-06         0.2938
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1327
         Final Residual: 		   2.766276e-06
         Total Reduction in Residual: 	   4.115196e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0227126
    setup: 0.0166821 s
    solve: 0.00603056 s
    solve(per iteration): 0.00120611 s
resid in solve_pyamgx: 2.77e-06
time solve_pyamgx: 6.56e-03
time w: 8.19e-03
area_out 3.2
flow_in 86.76586881112289 flow_out 86.7645408689344 area_out 3.2 flow_out_new 86.76586881112287 uinc: 0.00041498193390054894
xp.sum(su3d) 8.713474386468079e-12
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   6.944035e-01
              0             1.82349   4.321982e-01         0.6224
              1              1.8235   2.096290e-01         0.4850
              2              1.8235   1.016104e-01         0.4847
              3              1.8235   5.106616e-02         0.5026
              4              1.8235   2.650773e-02         0.5191
              5              1.8235   1.388541e-02         0.5238
              6              1.8235   7.322501e-03         0.5274
              7              1.8235   3.994233e-03         0.5455
              8              1.8235   2.168723e-03         0.5430
              9              1.8235   1.183001e-03         0.5455
             10              1.8235   8.029726e-04         0.6788
             11              1.8235   4.782289e-04         0.5956
             12              1.8235   2.659683e-04         0.5562
             13              1.8235   1.410155e-04         0.5302
             14              1.8235   7.492312e-05         0.5313
             15              1.8235   4.020855e-05         0.5367
             16              1.8235   2.173261e-05         0.5405
         --------------------------------------------------------------
         Total Iterations: 17
         Avg Convergence Rate: 		         0.5433
         Final Residual: 		   2.173261e-05
         Total Reduction in Residual: 	   3.129681e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.182831
    setup: 0.138297 s
    solve: 0.044534 s
    solve(per iteration): 0.00261965 s
resid in solve_px: 2.17e-05
time p: 5.22e-02
time Smag or Wale: 4.77e-07

comm_min_pans:  -1.09e+03, pk_max: 1.15e+03, u2prim_max: 3.95e+00, v2prim_max: 1.27e+00, w2prim_max: 2.97e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5094475381389058 0.8695262042337001 0.6369043906213362
yplus, min,max,mean 26.481955416631184 45.19946108333322 33.1073808673349
uplus, min,max,mean 20.36179649627074 33.63799694409935 24.760682804083615
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        67639            687669   0.00015          0.018
           2(D)         6001            115191    0.0032         0.0028
           3(D)          158               420    0.0168       1.41e-05
         --------------------------------------------------------------
         Grid Complexity: 1.31198
         Operator Complexity: 1.49765
         Total Memory Usage: 0.0451291 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.626155e+00
              0             1.82349   2.300467e-02         0.0063
              1              1.8235   1.657234e-03         0.0720
              2              1.8235   1.619818e-04         0.0977
         --------------------------------------------------------------
         Total Iterations: 3
         Avg Convergence Rate: 		         0.0355
         Final Residual: 		   1.619818e-04
         Total Reduction in Residual: 	   4.467041e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0293261
    setup: 0.0249365 s
    solve: 0.00438963 s
    solve(per iteration): 0.00146321 s
resid in solve_pyamgx: 1.62e-04
time solve_pyamgx: 3.36e-02
time k: 4.63e-02
modify_eps, ustar[-2,-2],[2,2] 0.6280360764451386 0.6286985932159526
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 5
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        67615            686903   0.00015          0.018
           2(D)         5892            109804   0.00316        0.00268
           3(D)          134               390    0.0217       1.38e-05
           4(D)            2                 2       0.5       1.19e-07
         --------------------------------------------------------------
         Grid Complexity: 1.31133
         Operator Complexity: 1.49382
         Total Memory Usage: 0.044984 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   1.188036e+02
              0             1.82349   1.180652e-01         0.0010
              1              1.8235   2.820995e-02         0.2389
              2              1.8235   6.885055e-03         0.2441
              3              1.8235   1.755521e-03         0.2550
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0620
         Final Residual: 		   1.755521e-03
         Total Reduction in Residual: 	   1.477666e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0318097
    setup: 0.025807 s
    solve: 0.00600269 s
    solve(per iteration): 0.00150067 s
resid in solve_pyamgx: 1.76e-03
time solve_pyamgx: 3.62e-02
time eps: 4.32e-02

--time step:  58, iter:1, max residual:6.07e-08, u:8.13e-10, v:7.17e-10, w:2.16e-09, p:6.07e-08, k:9.89e-11, eps:8.37e-13, om:0.00e+00


monitor time step:  58, iter:1, u: 1.73e+01, v:-2.59e-01, w: 1.08e+00, p: 1.02e+01, k: 1.33e+00, eps: 1.94e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  1, umax: 3.23e+01, vismax: 8.91e+02, kmin: 5.00e-02, epsmin: 3.55e-01, ommin: 1.00e+00, fkmax: 5.06e+00

time one iteration: 2.01e-01
vismean_mean 2.7118644067796607e-18
modify_u, ustar[-2,-2],[2,2] 0.6280360764451386 0.6286985932159526
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05          0.024
           1(D)        19400            202852  0.000539        0.00529
           2(D)         2098              8780   0.00199       0.000259
         --------------------------------------------------------------
         Grid Complexity: 1.09088
         Operator Complexity: 1.12867
         Total Memory Usage: 0.0295045 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.316605e+00
              0             1.82349   8.063269e-02         0.0243
              1              1.8235   9.423240e-03         0.1169
              2              1.8235   1.751478e-03         0.1859
              3              1.8235   4.331552e-04         0.2473
              4              1.8235   1.089363e-04         0.2515
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1269
         Final Residual: 		   1.089363e-04
         Total Reduction in Residual: 	   3.284571e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0221271
    setup: 0.0160896 s
    solve: 0.0060375 s
    solve(per iteration): 0.0012075 s
resid in solve_pyamgx: 1.09e-04
time solve_pyamgx: 2.65e-02
time u: 3.26e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.321611e+00
              0             1.82349   5.703532e-02         0.0246
              1              1.8235   2.515820e-03         0.0441
              2              1.8235   4.159729e-04         0.1653
              3              1.8235   8.035608e-05         0.1932
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0767
         Final Residual: 		   8.035608e-05
         Total Reduction in Residual: 	   3.461221e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0209536
    setup: 0.0160896 s
    solve: 0.004864 s
    solve(per iteration): 0.001216 s
resid in solve_pyamgx: 8.04e-05
time solve_pyamgx: 5.30e-03
time v: 7.60e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.939209e+00
              0             1.82349   6.916306e-02         0.0235
              1              1.8235   5.657394e-03         0.0818
              2              1.8235   1.139044e-03         0.2013
              3              1.8235   2.928671e-04         0.2571
              4              1.8235   7.368727e-05         0.2516
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1202
         Final Residual: 		   7.368727e-05
         Total Reduction in Residual: 	   2.507044e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0221098
    setup: 0.0160896 s
    solve: 0.00602022 s
    solve(per iteration): 0.00120404 s
resid in solve_pyamgx: 7.37e-05
time solve_pyamgx: 6.47e-03
time w: 8.09e-03
area_out 3.2
flow_in 86.76586881112289 flow_out 86.76454099391782 area_out 3.2 flow_out_new 86.76586881112291 uinc: 0.00041494287658316864
xp.sum(su3d) -1.963540441352052e-12
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.507334e+00
              0             1.82349   1.395201e+00         0.5564
              1              1.8235   7.178937e-01         0.5145
              2              1.8235   3.637863e-01         0.5067
              3              1.8235   1.910086e-01         0.5251
              4              1.8235   1.021605e-01         0.5348
              5              1.8235   5.364914e-02         0.5251
              6              1.8235   2.849535e-02         0.5311
              7              1.8235   1.619807e-02         0.5684
              8              1.8235   9.303901e-03         0.5744
              9              1.8235   5.159611e-03         0.5546
             10              1.8235   3.534608e-03         0.6851
             11              1.8235   2.127089e-03         0.6018
             12              1.8235   1.195118e-03         0.5619
             13              1.8235   6.446078e-04         0.5394
             14              1.8235   3.375832e-04         0.5237
             15              1.8235   1.786148e-04         0.5291
             16              1.8235   9.613292e-05         0.5382
         --------------------------------------------------------------
         Total Iterations: 17
         Avg Convergence Rate: 		         0.5498
         Final Residual: 		   9.613292e-05
         Total Reduction in Residual: 	   3.834070e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.182835
    setup: 0.138297 s
    solve: 0.0445379 s
    solve(per iteration): 0.00261987 s
resid in solve_px: 9.61e-05
time p: 5.22e-02
time Smag or Wale: 7.15e-07

comm_min_pans:  -1.04e+03, pk_max: 1.13e+03, u2prim_max: 3.96e+00, v2prim_max: 1.28e+00, w2prim_max: 2.97e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5096505643338535 0.8721948261787477 0.6369775042436076
yplus, min,max,mean 26.492509065909097 45.33818062181753 33.11118143862122
uplus, min,max,mean 20.152845012595147 33.67085644958032 24.79091308939489
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        67699            688491   0.00015          0.018
           2(D)         5955            111741   0.00315        0.00272
           3(D)          150               436    0.0194       1.42e-05
         --------------------------------------------------------------
         Grid Complexity: 1.31201
         Operator Complexity: 1.49603
         Total Memory Usage: 0.0450711 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.152657e+00
              0             1.82349   4.126724e-02         0.0131
              1              1.8235   7.279318e-03         0.1764
              2              1.8235   1.801884e-03         0.2475
              3              1.8235   4.761970e-04         0.2643
              4              1.8235   1.362476e-04         0.2861
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1340
         Final Residual: 		   1.362476e-04
         Total Reduction in Residual: 	   4.321674e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0324826
    setup: 0.0252667 s
    solve: 0.00721594 s
    solve(per iteration): 0.00144319 s
resid in solve_pyamgx: 1.36e-04
time solve_pyamgx: 3.69e-02
time k: 4.96e-02
modify_eps, ustar[-2,-2],[2,2] 0.6281092824911888 0.6288356464178207
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 5
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        67751            687921   0.00015          0.018
           2(D)         5877            109179   0.00316        0.00266
           3(D)          127               337    0.0209       1.23e-05
           4(D)            2                 2       0.5       1.19e-07
         --------------------------------------------------------------
         Grid Complexity: 1.31181
         Operator Complexity: 1.49403
         Total Memory Usage: 0.0449976 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.891112e+02
              0             1.82349   1.252178e+00         0.0032
              1              1.8235   2.593642e-01         0.2071
              2              1.8235   6.265678e-02         0.2416
              3              1.8235   1.657849e-02         0.2646
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0808
         Final Residual: 		   1.657849e-02
         Total Reduction in Residual: 	   4.260605e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0320266
    setup: 0.0260444 s
    solve: 0.00598221 s
    solve(per iteration): 0.00149555 s
resid in solve_pyamgx: 1.66e-02
time solve_pyamgx: 3.65e-02
time eps: 4.34e-02

--time step:  59, iter:0, max residual:2.27e-07, u:8.51e-08, v:6.28e-08, w:5.76e-08, p:2.27e-07, k:8.32e-11, eps:7.91e-12, om:0.00e+00


monitor time step:  59, iter:0, u: 1.74e+01, v:-2.71e-01, w: 9.57e-01, p: 1.02e+01, k: 1.33e+00, eps: 1.93e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  0, umax: 3.23e+01, vismax: 8.91e+02, kmin: 4.89e-02, epsmin: 3.53e-01, ommin: 1.00e+00, fkmax: 4.62e+00

time one iteration: 2.02e-01
modify_u, ustar[-2,-2],[2,2] 0.6281092824911888 0.6288356464178207
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05          0.024
           1(D)        19391            202587  0.000539        0.00528
           2(D)         2098              8582   0.00195       0.000254
         --------------------------------------------------------------
         Grid Complexity: 1.09085
         Operator Complexity: 1.12839
         Total Memory Usage: 0.0294937 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   7.005027e-02
              0             1.82349   2.297533e-03         0.0328
              1              1.8235   2.894807e-04         0.1260
              2              1.8235   5.354730e-05         0.1850
              3              1.8235   1.363479e-05         0.2546
              4              1.8235   3.486099e-06         0.2557
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1378
         Final Residual: 		   3.486099e-06
         Total Reduction in Residual: 	   4.976568e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0221501
    setup: 0.0160903 s
    solve: 0.00605981 s
    solve(per iteration): 0.00121196 s
resid in solve_pyamgx: 3.49e-06
time solve_pyamgx: 2.65e-02
time u: 3.09e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.626382e-02
              0             1.82349   1.696693e-03         0.0302
              1              1.8235   2.132322e-04         0.1257
              2              1.8235   3.581619e-05         0.1680
              3              1.8235   9.393235e-06         0.2623
              4              1.8235   2.899361e-06         0.3087
              5              1.8235   8.389321e-07         0.2894
         --------------------------------------------------------------
         Total Iterations: 6
         Avg Convergence Rate: 		         0.1569
         Final Residual: 		   8.389321e-07
         Total Reduction in Residual: 	   1.491069e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0233978
    setup: 0.0160903 s
    solve: 0.00730755 s
    solve(per iteration): 0.00121793 s
resid in solve_pyamgx: 8.39e-07
time solve_pyamgx: 7.75e-03
time v: 9.95e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   6.520486e-02
              0             1.82349   1.829769e-03         0.0281
              1              1.8235   2.097010e-04         0.1146
              2              1.8235   3.545927e-05         0.1691
              3              1.8235   9.208832e-06         0.2597
              4              1.8235   2.594678e-06         0.2818
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1318
         Final Residual: 		   2.594678e-06
         Total Reduction in Residual: 	   3.979271e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0221339
    setup: 0.0160903 s
    solve: 0.00604365 s
    solve(per iteration): 0.00120873 s
resid in solve_pyamgx: 2.59e-06
time solve_pyamgx: 6.48e-03
time w: 8.11e-03
area_out 3.2
flow_in 86.76586881112289 flow_out 86.76454057904617 area_out 3.2 flow_out_new 86.76586881112289 uinc: 0.0004150725239737696
xp.sum(su3d) -3.083755473198835e-12
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   7.008992e-01
              0             1.82349   4.341620e-01         0.6194
              1              1.8235   2.094819e-01         0.4825
              2              1.8235   1.011933e-01         0.4831
              3              1.8235   5.065161e-02         0.5005
              4              1.8235   2.612224e-02         0.5157
              5              1.8235   1.373420e-02         0.5258
              6              1.8235   7.245664e-03         0.5276
              7              1.8235   3.947878e-03         0.5449
              8              1.8235   2.143450e-03         0.5429
              9              1.8235   1.167888e-03         0.5449
             10              1.8235   7.912136e-04         0.6775
             11              1.8235   4.704556e-04         0.5946
             12              1.8235   2.605708e-04         0.5539
             13              1.8235   1.383272e-04         0.5309
             14              1.8235   7.364764e-05         0.5324
             15              1.8235   3.946874e-05         0.5359
             16              1.8235   2.127138e-05         0.5389
         --------------------------------------------------------------
         Total Iterations: 17
         Avg Convergence Rate: 		         0.5423
         Final Residual: 		   2.127138e-05
         Total Reduction in Residual: 	   3.034871e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.182863
    setup: 0.138297 s
    solve: 0.0445659 s
    solve(per iteration): 0.00262152 s
resid in solve_px: 2.13e-05
time p: 5.22e-02
time Smag or Wale: 1.19e-06

comm_min_pans:  -1.09e+03, pk_max: 1.12e+03, u2prim_max: 3.96e+00, v2prim_max: 1.28e+00, w2prim_max: 2.97e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5105072196808458 0.8716993944002739 0.6372172869512384
yplus, min,max,mean 26.53703947779281 45.31242722958904 33.1236457543707
uplus, min,max,mean 20.136125411867045 33.71847494934006 24.7816805518459
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        67573            686051   0.00015         0.0179
           2(D)         5936            113050   0.00321        0.00275
           3(D)          155               447    0.0186       1.46e-05
         --------------------------------------------------------------
         Grid Complexity: 1.31142
         Operator Complexity: 1.49534
         Total Memory Usage: 0.0450387 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.662717e+00
              0             1.82349   2.243160e-02         0.0061
              1              1.8235   1.618443e-03         0.0722
              2              1.8235   1.634950e-04         0.1010
         --------------------------------------------------------------
         Total Iterations: 3
         Avg Convergence Rate: 		         0.0355
         Final Residual: 		   1.634950e-04
         Total Reduction in Residual: 	   4.463764e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0297677
    setup: 0.0253727 s
    solve: 0.00439501 s
    solve(per iteration): 0.001465 s
resid in solve_pyamgx: 1.63e-04
time solve_pyamgx: 3.41e-02
time k: 4.66e-02
modify_eps, ustar[-2,-2],[2,2] 0.6281407736391972 0.6288950095127376
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        67550            686570   0.00015         0.0179
           2(D)         5784            107190    0.0032        0.00261
           3(D)          122               312     0.021       1.06e-05
         --------------------------------------------------------------
         Grid Complexity: 1.31054
         Operator Complexity: 1.49195
         Total Memory Usage: 0.0449057 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   1.170089e+02
              0             1.82349   1.159997e-01         0.0010
              1              1.8235   2.726392e-02         0.2350
              2              1.8235   6.633440e-03         0.2433
              3              1.8235   1.629546e-03         0.2457
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0611
         Final Residual: 		   1.629546e-03
         Total Reduction in Residual: 	   1.392668e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.03101
    setup: 0.0251978 s
    solve: 0.00581222 s
    solve(per iteration): 0.00145306 s
resid in solve_pyamgx: 1.63e-03
time solve_pyamgx: 3.54e-02
time eps: 4.24e-02

--time step:  59, iter:1, max residual:6.00e-08, u:2.72e-09, v:6.55e-10, w:2.03e-09, p:6.00e-08, k:9.98e-11, eps:7.77e-13, om:0.00e+00


monitor time step:  59, iter:1, u: 1.74e+01, v:-2.65e-01, w: 9.60e-01, p: 1.04e+01, k: 1.33e+00, eps: 1.93e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  1, umax: 3.23e+01, vismax: 8.73e+02, kmin: 4.90e-02, epsmin: 3.53e-01, ommin: 1.00e+00, fkmax: 4.97e+00

time one iteration: 1.98e-01
vismean_mean 2.6666666666666663e-18
modify_u, ustar[-2,-2],[2,2] 0.6281407736391972 0.6288950095127376
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05          0.024
           1(D)        19401            202975  0.000539        0.00529
           2(D)         2127              8859   0.00196       0.000261
         --------------------------------------------------------------
         Grid Complexity: 1.09101
         Operator Complexity: 1.1288
         Total Memory Usage: 0.0295104 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.344722e+00
              0             1.82349   8.138765e-02         0.0243
              1              1.8235   9.515554e-03         0.1169
              2              1.8235   1.773724e-03         0.1864
              3              1.8235   4.290403e-04         0.2419
              4              1.8235   1.088014e-04         0.2536
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1266
         Final Residual: 		   1.088014e-04
         Total Reduction in Residual: 	   3.252927e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0227906
    setup: 0.0167367 s
    solve: 0.00605389 s
    solve(per iteration): 0.00121078 s
resid in solve_pyamgx: 1.09e-04
time solve_pyamgx: 2.71e-02
time u: 3.34e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.334179e+00
              0             1.82349   5.734426e-02         0.0246
              1              1.8235   2.550196e-03         0.0445
              2              1.8235   4.314491e-04         0.1692
              3              1.8235   8.579103e-05         0.1988
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0779
         Final Residual: 		   8.579103e-05
         Total Reduction in Residual: 	   3.675427e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0215823
    setup: 0.0167367 s
    solve: 0.00484557 s
    solve(per iteration): 0.00121139 s
resid in solve_pyamgx: 8.58e-05
time solve_pyamgx: 5.25e-03
time v: 7.49e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.954227e+00
              0             1.82349   6.969693e-02         0.0236
              1              1.8235   5.738556e-03         0.0823
              2              1.8235   1.170693e-03         0.2040
              3              1.8235   2.993697e-04         0.2557
              4              1.8235   7.678333e-05         0.2565
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1210
         Final Residual: 		   7.678333e-05
         Total Reduction in Residual: 	   2.599100e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0227895
    setup: 0.0167367 s
    solve: 0.0060528 s
    solve(per iteration): 0.00121056 s
resid in solve_pyamgx: 7.68e-05
time solve_pyamgx: 6.60e-03
time w: 8.20e-03
area_out 3.2
flow_in 86.76586881112287 flow_out 86.7645407004191 area_out 3.2 flow_out_new 86.76586881112287 uinc: 0.0004150345949271994
xp.sum(su3d) 7.746248087414642e-12
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.518752e+00
              0             1.82349   1.389519e+00         0.5517
              1              1.8235   7.135647e-01         0.5135
              2              1.8235   3.609638e-01         0.5059
              3              1.8235   1.893945e-01         0.5247
              4              1.8235   1.012756e-01         0.5347
              5              1.8235   5.334860e-02         0.5268
              6              1.8235   2.828518e-02         0.5302
              7              1.8235   1.606068e-02         0.5678
              8              1.8235   9.220240e-03         0.5741
              9              1.8235   5.124024e-03         0.5557
             10              1.8235   3.518866e-03         0.6867
             11              1.8235   2.120922e-03         0.6027
             12              1.8235   1.189924e-03         0.5610
             13              1.8235   6.431108e-04         0.5405
             14              1.8235   3.377553e-04         0.5252
             15              1.8235   1.788490e-04         0.5295
             16              1.8235   9.591203e-05         0.5363
         --------------------------------------------------------------
         Total Iterations: 17
         Avg Convergence Rate: 		         0.5496
         Final Residual: 		   9.591203e-05
         Total Reduction in Residual: 	   3.807919e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.182726
    setup: 0.138297 s
    solve: 0.044429 s
    solve(per iteration): 0.00261347 s
resid in solve_px: 9.59e-05
time p: 5.20e-02
time Smag or Wale: 4.77e-07

comm_min_pans:  -1.03e+03, pk_max: 1.09e+03, u2prim_max: 3.96e+00, v2prim_max: 1.28e+00, w2prim_max: 2.97e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5107432046895175 0.872603258647006 0.6372576568801757
yplus, min,max,mean 26.549306382647167 45.35941164092233 33.125744252406825
uplus, min,max,mean 19.936223297055168 34.06123231517682 24.81261800426314
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        67579            687701  0.000151          0.018
           2(D)         6019            115625   0.00319        0.00281
           3(D)          157               457    0.0185       1.49e-05
         --------------------------------------------------------------
         Grid Complexity: 1.3118
         Operator Complexity: 1.49796
         Total Memory Usage: 0.0451381 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.658012e+00
              0             1.82349   4.140621e-02         0.0113
              1              1.8235   7.279119e-03         0.1758
              2              1.8235   1.869027e-03         0.2568
              3              1.8235   5.103684e-04         0.2731
              4              1.8235   1.474724e-04         0.2890
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1322
         Final Residual: 		   1.474724e-04
         Total Reduction in Residual: 	   4.031490e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0322849
    setup: 0.0250634 s
    solve: 0.00722147 s
    solve(per iteration): 0.00144429 s
resid in solve_pyamgx: 1.47e-04
time solve_pyamgx: 3.66e-02
time k: 4.92e-02
modify_eps, ustar[-2,-2],[2,2] 0.6282102828481072 0.6290513402961004
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        67604            687914  0.000151          0.018
           2(D)         5896            109756   0.00316        0.00267
           3(D)          129               361    0.0217       1.19e-05
         --------------------------------------------------------------
         Grid Complexity: 1.31127
         Operator Complexity: 1.4944
         Total Memory Usage: 0.0450032 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.124793e+02
              0             1.82349   1.267240e+00         0.0025
              1              1.8235   2.579855e-01         0.2036
              2              1.8235   6.327319e-02         0.2453
              3              1.8235   1.716067e-02         0.2712
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0761
         Final Residual: 		   1.716067e-02
         Total Reduction in Residual: 	   3.348558e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0307494
    setup: 0.0249331 s
    solve: 0.00581632 s
    solve(per iteration): 0.00145408 s
resid in solve_pyamgx: 1.72e-02
time solve_pyamgx: 3.51e-02
time eps: 4.21e-02

--time step:  60, iter:0, max residual:2.30e-07, u:8.50e-08, v:6.70e-08, w:6.00e-08, p:2.30e-07, k:9.00e-11, eps:8.18e-12, om:0.00e+00


monitor time step:  60, iter:0, u: 1.74e+01, v:-2.74e-01, w: 8.33e-01, p: 1.04e+01, k: 1.33e+00, eps: 1.93e+02, om: 1.00e+00


-- cfl_max_x: 4.03e-01, cfl_max_y: 6.77e-01, at i=  0, j=  1


No of points cfl_x > 1:  0, No of points cfl_y > 1:  0


--time step:  1.17e-03, iter:  0, umax: 3.23e+01, vismax: 8.83e+02, kmin: 4.79e-02, epsmin: 3.51e-01, ommin: 1.00e+00, fkmax: 4.70e+00

time one iteration: 2.01e-01
time every 10th time steps: 4.01e+00
modify_u, ustar[-2,-2],[2,2] 0.6282102828481072 0.6290513402961004
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05          0.024
           1(D)        19400            203140   0.00054        0.00529
           2(D)         2126              8868   0.00196       0.000262
         --------------------------------------------------------------
         Grid Complexity: 1.091
         Operator Complexity: 1.1289
         Total Memory Usage: 0.0295141 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   7.066743e-02
              0             1.82349   2.332141e-03         0.0330
              1              1.8235   2.941146e-04         0.1261
              2              1.8235   5.461603e-05         0.1857
              3              1.8235   1.375209e-05         0.2518
              4              1.8235   3.411647e-06         0.2481
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1370
         Final Residual: 		   3.411647e-06
         Total Reduction in Residual: 	   4.827750e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0220664
    setup: 0.0160229 s
    solve: 0.00604352 s
    solve(per iteration): 0.0012087 s
resid in solve_pyamgx: 3.41e-06
time solve_pyamgx: 2.63e-02
time u: 3.10e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.670022e-02
              0             1.82349   1.693866e-03         0.0299
              1              1.8235   2.108179e-04         0.1245
              2              1.8235   3.550116e-05         0.1684
              3              1.8235   9.425327e-06         0.2655
              4              1.8235   2.930490e-06         0.3109
              5              1.8235   8.469901e-07         0.2890
         --------------------------------------------------------------
         Total Iterations: 6
         Avg Convergence Rate: 		         0.1569
         Final Residual: 		   8.469901e-07
         Total Reduction in Residual: 	   1.493804e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0233948
    setup: 0.0160229 s
    solve: 0.0073719 s
    solve(per iteration): 0.00122865 s
resid in solve_pyamgx: 8.47e-07
time solve_pyamgx: 7.86e-03
time v: 1.01e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   6.546127e-02
              0             1.82349   1.840321e-03         0.0281
              1              1.8235   2.116587e-04         0.1150
              2              1.8235   3.625414e-05         0.1713
              3              1.8235   9.567412e-06         0.2639
              4              1.8235   2.659258e-06         0.2779
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1324
         Final Residual: 		   2.659258e-06
         Total Reduction in Residual: 	   4.062338e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0220472
    setup: 0.0160229 s
    solve: 0.00602429 s
    solve(per iteration): 0.00120486 s
resid in solve_pyamgx: 2.66e-06
time solve_pyamgx: 6.44e-03
time w: 8.09e-03
area_out 3.2
flow_in 86.76586881112287 flow_out 86.76454030468798 area_out 3.2 flow_out_new 86.76586881112289 uinc: 0.00041515826090243735
xp.sum(su3d) 1.6546097825198558e-11
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   7.039822e-01
              0             1.82349   4.369744e-01         0.6207
              1              1.8235   2.097277e-01         0.4800
              2              1.8235   1.011784e-01         0.4824
              3              1.8235   5.054090e-02         0.4995
              4              1.8235   2.597208e-02         0.5139
              5              1.8235   1.365805e-02         0.5259
              6              1.8235   7.189235e-03         0.5264
              7              1.8235   3.898588e-03         0.5423
              8              1.8235   2.112115e-03         0.5418
              9              1.8235   1.148891e-03         0.5440
             10              1.8235   7.761424e-04         0.6756
             11              1.8235   4.597202e-04         0.5923
             12              1.8235   2.530460e-04         0.5504
             13              1.8235   1.344710e-04         0.5314
             14              1.8235   7.193196e-05         0.5349
             15              1.8235   3.833408e-05         0.5329
             16              1.8235   2.067218e-05         0.5393
         --------------------------------------------------------------
         Total Iterations: 17
         Avg Convergence Rate: 		         0.5413
         Final Residual: 		   2.067218e-05
         Total Reduction in Residual: 	   2.936464e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.182822
    setup: 0.138297 s
    solve: 0.0445246 s
    solve(per iteration): 0.00261909 s
resid in solve_px: 2.07e-05
time p: 5.24e-02
time Smag or Wale: 4.77e-07

comm_min_pans:  -1.09e+03, pk_max: 1.09e+03, u2prim_max: 3.96e+00, v2prim_max: 1.28e+00, w2prim_max: 2.97e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.512028931920499 0.8690536981775657 0.637618565310351
yplus, min,max,mean 26.616140685808563 45.17489940941023 33.14450489063133
uplus, min,max,mean 19.8910104489328 34.09592925429813 24.798370546723024
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        67517            685757   0.00015         0.0179
           2(D)         5964            114348   0.00321        0.00278
           3(D)          138               374    0.0196       1.25e-05
         --------------------------------------------------------------
         Grid Complexity: 1.31123
         Operator Complexity: 1.49592
         Total Memory Usage: 0.0450573 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.701536e+00
              0             1.82349   2.199631e-02         0.0059
              1              1.8235   1.567518e-03         0.0713
              2              1.8235   1.715335e-04         0.1094
         --------------------------------------------------------------
         Total Iterations: 3
         Avg Convergence Rate: 		         0.0359
         Final Residual: 		   1.715335e-04
         Total Reduction in Residual: 	   4.634115e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0294504
    setup: 0.0250348 s
    solve: 0.00441565 s
    solve(per iteration): 0.00147188 s
resid in solve_pyamgx: 1.72e-04
time solve_pyamgx: 3.39e-02
time k: 4.64e-02
modify_eps, ustar[-2,-2],[2,2] 0.6282402051545734 0.6291202927179816
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 5
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        67632            688396   0.00015          0.018
           2(D)         5884            110000   0.00318        0.00268
           3(D)          128               308    0.0188       1.17e-05
           4(D)            2                 2       0.5       1.19e-07
         --------------------------------------------------------------
         Grid Complexity: 1.31134
         Operator Complexity: 1.49482
         Total Memory Usage: 0.0450201 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   1.310230e+02
              0             1.82349   1.154536e-01         0.0009
              1              1.8235   2.645947e-02         0.2292
              2              1.8235   6.200631e-03         0.2343
         --------------------------------------------------------------
         Total Iterations: 3
         Avg Convergence Rate: 		         0.0362
         Final Residual: 		   6.200631e-03
         Total Reduction in Residual: 	   4.732474e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0305621
    setup: 0.0259947 s
    solve: 0.00456733 s
    solve(per iteration): 0.00152244 s
resid in solve_pyamgx: 6.20e-03
time solve_pyamgx: 3.49e-02
time eps: 4.20e-02

--time step:  60, iter:1, max residual:5.89e-08, u:2.67e-09, v:6.62e-10, w:2.08e-09, p:5.89e-08, k:1.05e-10, eps:2.96e-12, om:0.00e+00


monitor time step:  60, iter:1, u: 1.74e+01, v:-2.69e-01, w: 8.35e-01, p: 1.05e+01, k: 1.33e+00, eps: 1.93e+02, om: 1.00e+00


-- cfl_max_x: 4.03e-01, cfl_max_y: 6.55e-01, at i=  0, j=  1


No of points cfl_x > 1:  0, No of points cfl_y > 1:  0


--time step:  1.17e-03, iter:  1, umax: 3.23e+01, vismax: 8.66e+02, kmin: 4.79e-02, epsmin: 3.51e-01, ommin: 1.00e+00, fkmax: 5.02e+00

time one iteration: 1.99e-01
vismean_mean 2.622950819672131e-18
modify_u, ustar[-2,-2],[2,2] 0.6282402051545734 0.6291202927179816
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05          0.024
           1(D)        19398            202610  0.000538        0.00528
           2(D)         2102              8840     0.002        0.00026
         --------------------------------------------------------------
         Grid Complexity: 1.09089
         Operator Complexity: 1.12856
         Total Memory Usage: 0.0295005 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.372163e+00
              0             1.82349   8.217901e-02         0.0244
              1              1.8235   9.590925e-03         0.1167
              2              1.8235   1.835950e-03         0.1914
              3              1.8235   4.501652e-04         0.2452
              4              1.8235   1.096599e-04         0.2436
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1266
         Final Residual: 		   1.096599e-04
         Total Reduction in Residual: 	   3.251915e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0228537
    setup: 0.016806 s
    solve: 0.00604774 s
    solve(per iteration): 0.00120955 s
resid in solve_pyamgx: 1.10e-04
time solve_pyamgx: 2.73e-02
time u: 3.33e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.346569e+00
              0             1.82349   5.764272e-02         0.0246
              1              1.8235   2.578506e-03         0.0447
              2              1.8235   4.372268e-04         0.1696
              3              1.8235   8.943140e-05         0.2045
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0786
         Final Residual: 		   8.943140e-05
         Total Reduction in Residual: 	   3.811155e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0216323
    setup: 0.016806 s
    solve: 0.0048263 s
    solve(per iteration): 0.00120658 s
resid in solve_pyamgx: 8.94e-05
time solve_pyamgx: 5.25e-03
time v: 7.56e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.970875e+00
              0             1.82349   7.029891e-02         0.0237
              1              1.8235   5.801822e-03         0.0825
              2              1.8235   1.156138e-03         0.1993
              3              1.8235   2.912333e-04         0.2519
              4              1.8235   6.993177e-05         0.2401
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1187
         Final Residual: 		   6.993177e-05
         Total Reduction in Residual: 	   2.353912e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0228886
    setup: 0.016806 s
    solve: 0.00608266 s
    solve(per iteration): 0.00121653 s
resid in solve_pyamgx: 6.99e-05
time solve_pyamgx: 6.59e-03
time w: 8.21e-03
area_out 3.2
flow_in 86.76586881112289 flow_out 86.76454043487084 area_out 3.2 flow_out_new 86.76586881112291 uinc: 0.00041511757876477873
xp.sum(su3d) -2.0681234502717416e-12
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.515232e+00
              0             1.82349   1.388268e+00         0.5519
              1              1.8235   7.115965e-01         0.5126
              2              1.8235   3.594057e-01         0.5051
              3              1.8235   1.881215e-01         0.5234
              4              1.8235   1.006306e-01         0.5349
              5              1.8235   5.303390e-02         0.5270
              6              1.8235   2.808120e-02         0.5295
              7              1.8235   1.591969e-02         0.5669
              8              1.8235   9.126222e-03         0.5733
              9              1.8235   5.083197e-03         0.5570
             10              1.8235   3.498132e-03         0.6882
             11              1.8235   2.111304e-03         0.6036
             12              1.8235   1.184866e-03         0.5612
             13              1.8235   6.410032e-04         0.5410
             14              1.8235   3.377320e-04         0.5269
             15              1.8235   1.783600e-04         0.5281
             16              1.8235   9.510123e-05         0.5332
         --------------------------------------------------------------
         Total Iterations: 17
         Avg Convergence Rate: 		         0.5494
         Final Residual: 		   9.510123e-05
         Total Reduction in Residual: 	   3.781011e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.182834
    setup: 0.138297 s
    solve: 0.0445367 s
    solve(per iteration): 0.00261981 s
resid in solve_px: 9.51e-05
time p: 5.22e-02
time Smag or Wale: 9.54e-07

comm_min_pans:  -1.06e+03, pk_max: 1.06e+03, u2prim_max: 3.96e+00, v2prim_max: 1.29e+00, w2prim_max: 2.97e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5122950297079616 0.8669997486690674 0.6376983009769034
yplus, min,max,mean 26.629972904469962 45.06813159675033 33.148649687119054
uplus, min,max,mean 19.51603272097215 34.0639693978181 24.82738512878596
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        67592            687434   0.00015          0.018
           2(D)         6026            116040    0.0032        0.00282
           3(D)          169               487    0.0171       1.59e-05
         --------------------------------------------------------------
         Grid Complexity: 1.31194
         Operator Complexity: 1.49807
         Total Memory Usage: 0.0451437 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.738721e+00
              0             1.82349   4.061931e-02         0.0109
              1              1.8235   7.361330e-03         0.1812
              2              1.8235   1.816851e-03         0.2468
              3              1.8235   4.893774e-04         0.2694
              4              1.8235   1.417413e-04         0.2896
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1305
         Final Residual: 		   1.417413e-04
         Total Reduction in Residual: 	   3.791172e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0322409
    setup: 0.0250377 s
    solve: 0.00720314 s
    solve(per iteration): 0.00144063 s
resid in solve_pyamgx: 1.42e-04
time solve_pyamgx: 3.66e-02
time k: 4.92e-02
modify_eps, ustar[-2,-2],[2,2] 0.6283062122094093 0.6292830844520836
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        67618            688394  0.000151          0.018
           2(D)         5893            110957    0.0032         0.0027
           3(D)          135               369    0.0202       1.23e-05
         --------------------------------------------------------------
         Grid Complexity: 1.31134
         Operator Complexity: 1.49545
         Total Memory Usage: 0.0450418 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.202838e+02
              0             1.82349   1.275203e+00         0.0025
              1              1.8235   2.697492e-01         0.2115
              2              1.8235   6.547735e-02         0.2427
              3              1.8235   1.742187e-02         0.2661
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0761
         Final Residual: 		   1.742187e-02
         Total Reduction in Residual: 	   3.348532e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0310227
    setup: 0.0252224 s
    solve: 0.00580032 s
    solve(per iteration): 0.00145008 s
resid in solve_pyamgx: 1.74e-02
time solve_pyamgx: 3.54e-02
time eps: 4.24e-02

--time step:  61, iter:0, max residual:2.31e-07, u:8.57e-08, v:6.99e-08, w:5.46e-08, p:2.31e-07, k:8.65e-11, eps:8.31e-12, om:0.00e+00


monitor time step:  61, iter:0, u: 1.74e+01, v:-2.75e-01, w: 7.05e-01, p: 1.04e+01, k: 1.33e+00, eps: 1.93e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  0, umax: 3.23e+01, vismax: 8.77e+02, kmin: 4.69e-02, epsmin: 3.49e-01, ommin: 1.00e+00, fkmax: 4.71e+00

time one iteration: 2.01e-01
modify_u, ustar[-2,-2],[2,2] 0.6283062122094093 0.6292830844520836
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05          0.024
           1(D)        19379            202437  0.000539        0.00528
           2(D)         2121              8897   0.00198       0.000262
         --------------------------------------------------------------
         Grid Complexity: 1.09089
         Operator Complexity: 1.12849
         Total Memory Usage: 0.0294978 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   7.139522e-02
              0             1.82349   2.366584e-03         0.0331
              1              1.8235   3.010524e-04         0.1272
              2              1.8235   5.526530e-05         0.1836
              3              1.8235   1.397681e-05         0.2529
              4              1.8235   3.471039e-06         0.2483
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1372
         Final Residual: 		   3.471039e-06
         Total Reduction in Residual: 	   4.861725e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0228266
    setup: 0.0167674 s
    solve: 0.0060592 s
    solve(per iteration): 0.00121184 s
resid in solve_pyamgx: 3.47e-06
time solve_pyamgx: 2.72e-02
time u: 3.17e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.661836e-02
              0             1.82349   1.683105e-03         0.0297
              1              1.8235   2.050404e-04         0.1218
              2              1.8235   3.449424e-05         0.1682
              3              1.8235   9.077492e-06         0.2632
              4              1.8235   2.641344e-06         0.2910
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1361
         Final Residual: 		   2.641344e-06
         Total Reduction in Residual: 	   4.665173e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0228242
    setup: 0.0167674 s
    solve: 0.00605683 s
    solve(per iteration): 0.00121137 s
resid in solve_pyamgx: 2.64e-06
time solve_pyamgx: 6.52e-03
time v: 8.80e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   6.524619e-02
              0             1.82349   1.843466e-03         0.0283
              1              1.8235   2.110226e-04         0.1145
              2              1.8235   3.619151e-05         0.1715
              3              1.8235   9.479052e-06         0.2619
              4              1.8235   2.564094e-06         0.2705
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1315
         Final Residual: 		   2.564094e-06
         Total Reduction in Residual: 	   3.929875e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0227946
    setup: 0.0167674 s
    solve: 0.00602726 s
    solve(per iteration): 0.00120545 s
resid in solve_pyamgx: 2.56e-06
time solve_pyamgx: 6.44e-03
time w: 8.06e-03
area_out 3.2
flow_in 86.76586881112289 flow_out 86.76454004693201 area_out 3.2 flow_out_new 86.7658688111229 uinc: 0.00041523880964788873
xp.sum(su3d) 1.1735057370287905e-12
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   7.135290e-01
              0             1.82349   4.374882e-01         0.6131
              1              1.8235   2.100674e-01         0.4802
              2              1.8235   1.013351e-01         0.4824
              3              1.8235   5.032665e-02         0.4966
              4              1.8235   2.573645e-02         0.5114
              5              1.8235   1.352239e-02         0.5254
              6              1.8235   7.089936e-03         0.5243
              7              1.8235   3.830581e-03         0.5403
              8              1.8235   2.067240e-03         0.5397
              9              1.8235   1.120541e-03         0.5420
             10              1.8235   7.546680e-04         0.6735
             11              1.8235   4.443674e-04         0.5888
             12              1.8235   2.434681e-04         0.5479
             13              1.8235   1.292644e-04         0.5309
             14              1.8235   6.912264e-05         0.5347
             15              1.8235   3.668727e-05         0.5308
             16              1.8235   1.978808e-05         0.5394
         --------------------------------------------------------------
         Total Iterations: 17
         Avg Convergence Rate: 		         0.5394
         Final Residual: 		   1.978808e-05
         Total Reduction in Residual: 	   2.773269e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.182957
    setup: 0.138297 s
    solve: 0.0446598 s
    solve(per iteration): 0.00262705 s
resid in solve_px: 1.98e-05
time p: 5.24e-02
time Smag or Wale: 7.15e-07

comm_min_pans:  -1.09e+03, pk_max: 1.06e+03, u2prim_max: 3.96e+00, v2prim_max: 1.29e+00, w2prim_max: 2.97e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5139599777968517 0.8646131332933816 0.6379846545839104
yplus, min,max,mean 26.716519757207855 44.94407124265293 33.16353483796669
uplus, min,max,mean 19.082583670344736 34.08562506971142 24.81599818744075
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        67653            688591   0.00015          0.018
           2(D)         6058            115712   0.00315        0.00281
           3(D)          162               482    0.0184       1.56e-05
         --------------------------------------------------------------
         Grid Complexity: 1.3123
         Operator Complexity: 1.49858
         Total Memory Usage: 0.0451666 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.655845e+00
              0             1.82349   2.625198e-02         0.0072
              1              1.8235   2.059296e-03         0.0784
              2              1.8235   1.848983e-04         0.0898
              3              1.8235   4.594350e-05         0.2485
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0595
         Final Residual: 		   4.594350e-05
         Total Reduction in Residual: 	   1.256713e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0309696
    setup: 0.0251656 s
    solve: 0.00580403 s
    solve(per iteration): 0.00145101 s
resid in solve_pyamgx: 4.59e-05
time solve_pyamgx: 3.53e-02
time k: 4.80e-02
modify_eps, ustar[-2,-2],[2,2] 0.6283346378494161 0.6293554374009239
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        67539            686271   0.00015         0.0179
           2(D)         5828            108116   0.00318        0.00264
           3(D)          120               382    0.0265       1.21e-05
         --------------------------------------------------------------
         Grid Complexity: 1.31067
         Operator Complexity: 1.49238
         Total Memory Usage: 0.0449229 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   1.562047e+02
              0             1.82349   1.321423e-01         0.0008
              1              1.8235   3.270345e-02         0.2475
              2              1.8235   8.019762e-03         0.2452
              3              1.8235   1.976612e-03         0.2465
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0596
         Final Residual: 		   1.976612e-03
         Total Reduction in Residual: 	   1.265399e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0309021
    setup: 0.0250798 s
    solve: 0.00582224 s
    solve(per iteration): 0.00145556 s
resid in solve_pyamgx: 1.98e-03
time solve_pyamgx: 3.54e-02
time eps: 4.24e-02

--time step:  61, iter:1, max residual:5.70e-08, u:2.71e-09, v:2.06e-09, w:2.00e-09, p:5.70e-08, k:2.80e-11, eps:9.43e-13, om:0.00e+00


monitor time step:  61, iter:1, u: 1.74e+01, v:-2.71e-01, w: 7.07e-01, p: 1.06e+01, k: 1.33e+00, eps: 1.93e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  1, umax: 3.23e+01, vismax: 8.58e+02, kmin: 4.69e-02, epsmin: 3.49e-01, ommin: 1.00e+00, fkmax: 4.94e+00

time one iteration: 2.00e-01
vismean_mean 2.5806451612903223e-18
modify_u, ustar[-2,-2],[2,2] 0.6283346378494161 0.6293554374009239
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05          0.024
           1(D)        19398            202978  0.000539        0.00529
           2(D)         2114              8964   0.00201       0.000263
         --------------------------------------------------------------
         Grid Complexity: 1.09094
         Operator Complexity: 1.12886
         Total Memory Usage: 0.029512 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.399211e+00
              0             1.82349   8.310952e-02         0.0244
              1              1.8235   9.652476e-03         0.1161
              2              1.8235   1.812446e-03         0.1878
              3              1.8235   4.390912e-04         0.2423
              4              1.8235   1.075620e-04         0.2450
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1259
         Final Residual: 		   1.075620e-04
         Total Reduction in Residual: 	   3.164323e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0228617
    setup: 0.0168037 s
    solve: 0.00605798 s
    solve(per iteration): 0.0012116 s
resid in solve_pyamgx: 1.08e-04
time solve_pyamgx: 2.73e-02
time u: 3.34e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.358887e+00
              0             1.82349   5.794209e-02         0.0246
              1              1.8235   2.587226e-03         0.0447
              2              1.8235   4.263881e-04         0.1648
              3              1.8235   8.795388e-05         0.2063
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0781
         Final Residual: 		   8.795388e-05
         Total Reduction in Residual: 	   3.728618e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0216457
    setup: 0.0168037 s
    solve: 0.00484198 s
    solve(per iteration): 0.0012105 s
resid in solve_pyamgx: 8.80e-05
time solve_pyamgx: 5.34e-03
time v: 7.58e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.989445e+00
              0             1.82349   7.096553e-02         0.0237
              1              1.8235   5.856396e-03         0.0825
              2              1.8235   1.169752e-03         0.1997
              3              1.8235   2.950113e-04         0.2522
              4              1.8235   6.964274e-05         0.2361
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1184
         Final Residual: 		   6.964274e-05
         Total Reduction in Residual: 	   2.329621e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0228166
    setup: 0.0168037 s
    solve: 0.00601293 s
    solve(per iteration): 0.00120259 s
resid in solve_pyamgx: 6.96e-05
time solve_pyamgx: 6.44e-03
time w: 8.12e-03
area_out 3.2
flow_in 86.76586881112289 flow_out 86.76454016298905 area_out 3.2 flow_out_new 86.76586881112289 uinc: 0.0004152025418235894
xp.sum(su3d) -5.603295605283165e-12
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.519786e+00
              0             1.82349   1.383738e+00         0.5491
              1              1.8235   7.088048e-01         0.5122
              2              1.8235   3.567400e-01         0.5033
              3              1.8235   1.858895e-01         0.5211
              4              1.8235   9.937499e-02         0.5346
              5              1.8235   5.244672e-02         0.5278
              6              1.8235   2.773921e-02         0.5289
              7              1.8235   1.570998e-02         0.5663
              8              1.8235   8.984233e-03         0.5719
              9              1.8235   5.013790e-03         0.5581
             10              1.8235   3.458608e-03         0.6898
             11              1.8235   2.087548e-03         0.6036
             12              1.8235   1.174014e-03         0.5624
             13              1.8235   6.349980e-04         0.5409
             14              1.8235   3.352512e-04         0.5280
             15              1.8235   1.767891e-04         0.5273
             16              1.8235   9.382626e-05         0.5307
         --------------------------------------------------------------
         Total Iterations: 17
         Avg Convergence Rate: 		         0.5489
         Final Residual: 		   9.382626e-05
         Total Reduction in Residual: 	   3.723581e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.182937
    setup: 0.138297 s
    solve: 0.0446403 s
    solve(per iteration): 0.0026259 s
resid in solve_px: 9.38e-05
time p: 5.24e-02
time Smag or Wale: 4.77e-07

comm_min_pans:  -1.07e+03, pk_max: 1.05e+03, u2prim_max: 3.96e+00, v2prim_max: 1.29e+00, w2prim_max: 2.97e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5142974913462304 0.8674811165312574 0.6380708054044338
yplus, min,max,mean 26.734064289466875 45.09315392252716 33.1680131051432
uplus, min,max,mean 18.599515206205947 33.675931901527306 24.844123485062337
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        67604            687030   0.00015          0.018
           2(D)         5994            113992   0.00317        0.00277
           3(D)          163               453     0.017        1.5e-05
         --------------------------------------------------------------
         Grid Complexity: 1.31183
         Operator Complexity: 1.49653
         Total Memory Usage: 0.0450868 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.499539e+00
              0             1.82349   4.117305e-02         0.0118
              1              1.8235   7.279339e-03         0.1768
              2              1.8235   1.843247e-03         0.2532
              3              1.8235   5.071785e-04         0.2752
              4              1.8235   1.444107e-04         0.2847
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1328
         Final Residual: 		   1.444107e-04
         Total Reduction in Residual: 	   4.126564e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0323088
    setup: 0.0250916 s
    solve: 0.00721728 s
    solve(per iteration): 0.00144346 s
resid in solve_pyamgx: 1.44e-04
time solve_pyamgx: 3.68e-02
time k: 4.94e-02
modify_eps, ustar[-2,-2],[2,2] 0.6283973183986903 0.6295132917977854
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        67714            689380   0.00015          0.018
           2(D)         5904            110140   0.00316        0.00268
           3(D)           97               251    0.0267       8.52e-06
         --------------------------------------------------------------
         Grid Complexity: 1.31163
         Operator Complexity: 1.49548
         Total Memory Usage: 0.0450468 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   4.446394e+02
              0             1.82349   1.281498e+00         0.0029
              1              1.8235   2.686228e-01         0.2096
              2              1.8235   6.434372e-02         0.2395
              3              1.8235   1.691023e-02         0.2628
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0785
         Final Residual: 		   1.691023e-02
         Total Reduction in Residual: 	   3.803135e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0309371
    setup: 0.0251474 s
    solve: 0.0057897 s
    solve(per iteration): 0.00144742 s
resid in solve_pyamgx: 1.69e-02
time solve_pyamgx: 3.53e-02
time eps: 4.23e-02

--time step:  62, iter:0, max residual:2.31e-07, u:8.40e-08, v:6.87e-08, w:5.44e-08, p:2.31e-07, k:8.81e-11, eps:8.06e-12, om:0.00e+00


monitor time step:  62, iter:0, u: 1.73e+01, v:-2.74e-01, w: 5.73e-01, p: 1.04e+01, k: 1.33e+00, eps: 1.93e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  0, umax: 3.23e+01, vismax: 8.59e+02, kmin: 4.60e-02, epsmin: 3.46e-01, ommin: 1.00e+00, fkmax: 4.68e+00

time one iteration: 2.01e-01
modify_u, ustar[-2,-2],[2,2] 0.6283973183986903 0.6295132917977854
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05          0.024
           1(D)        19413            202961  0.000539        0.00529
           2(D)         2112              8890   0.00199       0.000262
         --------------------------------------------------------------
         Grid Complexity: 1.091
         Operator Complexity: 1.12881
         Total Memory Usage: 0.0295107 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   7.170034e-02
              0             1.82349   2.389093e-03         0.0333
              1              1.8235   3.000869e-04         0.1256
              2              1.8235   5.352803e-05         0.1784
              3              1.8235   1.327017e-05         0.2479
              4              1.8235   3.322693e-06         0.2504
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1359
         Final Residual: 		   3.322693e-06
         Total Reduction in Residual: 	   4.634139e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0222401
    setup: 0.0161843 s
    solve: 0.00605581 s
    solve(per iteration): 0.00121116 s
resid in solve_pyamgx: 3.32e-06
time solve_pyamgx: 2.66e-02
time u: 3.10e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.662962e-02
              0             1.82349   1.668683e-03         0.0295
              1              1.8235   2.001007e-04         0.1199
              2              1.8235   3.453002e-05         0.1726
              3              1.8235   9.727137e-06         0.2817
              4              1.8235   3.024129e-06         0.3109
              5              1.8235   8.502031e-07         0.2811
         --------------------------------------------------------------
         Total Iterations: 6
         Avg Convergence Rate: 		         0.1571
         Final Residual: 		   8.502031e-07
         Total Reduction in Residual: 	   1.501340e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0234542
    setup: 0.0161843 s
    solve: 0.00726992 s
    solve(per iteration): 0.00121165 s
resid in solve_pyamgx: 8.50e-07
time solve_pyamgx: 7.71e-03
time v: 9.94e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   6.515569e-02
              0             1.82349   1.849978e-03         0.0284
              1              1.8235   2.118915e-04         0.1145
              2              1.8235   3.638880e-05         0.1717
              3              1.8235   9.370875e-06         0.2575
              4              1.8235   2.519993e-06         0.2689
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1311
         Final Residual: 		   2.519993e-06
         Total Reduction in Residual: 	   3.867648e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0222583
    setup: 0.0161843 s
    solve: 0.00607395 s
    solve(per iteration): 0.00121479 s
resid in solve_pyamgx: 2.52e-06
time solve_pyamgx: 6.58e-03
time w: 8.24e-03
area_out 3.2
flow_in 86.76586881112289 flow_out 86.76453979686379 area_out 3.2 flow_out_new 86.76586881112287 uinc: 0.00041531695596841445
xp.sum(su3d) 1.766364832178624e-12
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   7.155381e-01
              0             1.82349   4.384536e-01         0.6128
              1              1.8235   2.106272e-01         0.4804
              2              1.8235   1.016731e-01         0.4827
              3              1.8235   5.064776e-02         0.4981
              4              1.8235   2.592896e-02         0.5119
              5              1.8235   1.355092e-02         0.5226
              6              1.8235   7.075855e-03         0.5222
              7              1.8235   3.800794e-03         0.5371
              8              1.8235   2.044347e-03         0.5379
              9              1.8235   1.105222e-03         0.5406
             10              1.8235   7.418131e-04         0.6712
             11              1.8235   4.342864e-04         0.5854
             12              1.8235   2.375350e-04         0.5470
             13              1.8235   1.257398e-04         0.5294
             14              1.8235   6.716996e-05         0.5342
             15              1.8235   3.550586e-05         0.5286
         --------------------------------------------------------------
         Total Iterations: 16
         Avg Convergence Rate: 		         0.5382
         Final Residual: 		   3.550586e-05
         Total Reduction in Residual: 	   4.962120e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.180278
    setup: 0.138297 s
    solve: 0.0419814 s
    solve(per iteration): 0.00262384 s
resid in solve_px: 3.55e-05
time p: 4.95e-02
time Smag or Wale: 7.15e-07

comm_min_pans:  -1.09e+03, pk_max: 1.06e+03, u2prim_max: 3.96e+00, v2prim_max: 1.29e+00, w2prim_max: 2.97e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5160444092745406 0.8698002555149575 0.6383412153479019
yplus, min,max,mean 26.824872074823986 45.21370673822174 33.18206947705796
uplus, min,max,mean 18.470296031568925 33.687950196992205 24.833323300440583
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        67795            690035   0.00015          0.018
           2(D)         6124            120686   0.00322        0.00293
           3(D)          164               482    0.0179       1.57e-05
         --------------------------------------------------------------
         Grid Complexity: 1.31319
         Operator Complexity: 1.50256
         Total Memory Usage: 0.045321 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.733915e+00
              0             1.82349   2.283361e-02         0.0061
              1              1.8235   1.725424e-03         0.0756
              2              1.8235   1.910033e-04         0.1107
              3              1.8235   5.162885e-05         0.2703
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0610
         Final Residual: 		   5.162885e-05
         Total Reduction in Residual: 	   1.382700e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0312176
    setup: 0.02543 s
    solve: 0.00578762 s
    solve(per iteration): 0.0014469 s
resid in solve_pyamgx: 5.16e-05
time solve_pyamgx: 3.56e-02
time k: 4.82e-02
modify_eps, ustar[-2,-2],[2,2] 0.6284243222247841 0.6295836262464868
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        67577            686659   0.00015          0.018
           2(D)         5940            111206   0.00315        0.00271
           3(D)          141               367    0.0185       1.24e-05
         --------------------------------------------------------------
         Grid Complexity: 1.31139
         Operator Complexity: 1.49452
         Total Memory Usage: 0.0450091 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   1.613371e+02
              0             1.82349   1.456632e-01         0.0009
              1              1.8235   4.099865e-02         0.2815
              2              1.8235   1.031203e-02         0.2515
              3              1.8235   2.375060e-03         0.2303
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0619
         Final Residual: 		   2.375060e-03
         Total Reduction in Residual: 	   1.472110e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0310125
    setup: 0.0252269 s
    solve: 0.00578557 s
    solve(per iteration): 0.00144639 s
resid in solve_pyamgx: 2.38e-03
time solve_pyamgx: 3.54e-02
time eps: 4.25e-02

--time step:  62, iter:1, max residual:1.05e-07, u:2.60e-09, v:6.64e-10, w:1.97e-09, p:1.05e-07, k:3.15e-11, eps:1.13e-12, om:0.00e+00


monitor time step:  62, iter:1, u: 1.73e+01, v:-2.70e-01, w: 5.75e-01, p: 1.05e+01, k: 1.33e+00, eps: 1.93e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  1, umax: 3.23e+01, vismax: 8.39e+02, kmin: 4.60e-02, epsmin: 3.46e-01, ommin: 1.00e+00, fkmax: 4.99e+00

time one iteration: 1.98e-01
vismean_mean 2.5396825396825394e-18
modify_u, ustar[-2,-2],[2,2] 0.6284243222247841 0.6295836262464868
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05          0.024
           1(D)        19425            203021  0.000538        0.00529
           2(D)         2140              9072   0.00198       0.000267
         --------------------------------------------------------------
         Grid Complexity: 1.09117
         Operator Complexity: 1.12895
         Total Memory Usage: 0.029518 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.425604e+00
              0             1.82349   8.428255e-02         0.0246
              1              1.8235   9.795924e-03         0.1162
              2              1.8235   1.773716e-03         0.1811
              3              1.8235   4.250577e-04         0.2396
              4              1.8235   1.062691e-04         0.2500
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1254
         Final Residual: 		   1.062691e-04
         Total Reduction in Residual: 	   3.102201e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.022927
    setup: 0.0168851 s
    solve: 0.00604186 s
    solve(per iteration): 0.00120837 s
resid in solve_pyamgx: 1.06e-04
time solve_pyamgx: 2.75e-02
time u: 3.36e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.371117e+00
              0             1.82349   5.820512e-02         0.0245
              1              1.8235   2.576693e-03         0.0443
              2              1.8235   4.228658e-04         0.1641
              3              1.8235   8.533432e-05         0.2018
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0775
         Final Residual: 		   8.533432e-05
         Total Reduction in Residual: 	   3.598909e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0217547
    setup: 0.0168851 s
    solve: 0.00486957 s
    solve(per iteration): 0.00121739 s
resid in solve_pyamgx: 8.53e-05
time solve_pyamgx: 5.35e-03
time v: 7.67e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.010087e+00
              0             1.82349   7.171071e-02         0.0238
              1              1.8235   5.925759e-03         0.0826
              2              1.8235   1.176926e-03         0.1986
              3              1.8235   2.990488e-04         0.2541
              4              1.8235   7.407109e-05         0.2477
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1197
         Final Residual: 		   7.407109e-05
         Total Reduction in Residual: 	   2.460763e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0229118
    setup: 0.0168851 s
    solve: 0.00602672 s
    solve(per iteration): 0.00120534 s
resid in solve_pyamgx: 7.41e-05
time solve_pyamgx: 6.44e-03
time w: 8.11e-03
area_out 3.2
flow_in 86.76586881112289 flow_out 86.76453991671951 area_out 3.2 flow_out_new 86.76586881112289 uinc: 0.00041527950105368916
xp.sum(su3d) -1.6371348721122558e-12
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.530495e+00
              0             1.82349   1.383607e+00         0.5468
              1              1.8235   7.057355e-01         0.5101
              2              1.8235   3.545260e-01         0.5023
              3              1.8235   1.842010e-01         0.5196
              4              1.8235   9.851350e-02         0.5348
              5              1.8235   5.192347e-02         0.5271
              6              1.8235   2.746027e-02         0.5289
              7              1.8235   1.552492e-02         0.5654
              8              1.8235   8.872264e-03         0.5715
              9              1.8235   4.952362e-03         0.5582
             10              1.8235   3.423363e-03         0.6913
             11              1.8235   2.067816e-03         0.6040
             12              1.8235   1.166353e-03         0.5641
             13              1.8235   6.306698e-04         0.5407
             14              1.8235   3.336246e-04         0.5290
             15              1.8235   1.753678e-04         0.5256
             16              1.8235   9.251000e-05         0.5275
         --------------------------------------------------------------
         Total Iterations: 17
         Avg Convergence Rate: 		         0.5483
         Final Residual: 		   9.251000e-05
         Total Reduction in Residual: 	   3.655807e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.182914
    setup: 0.138297 s
    solve: 0.0446168 s
    solve(per iteration): 0.00262452 s
resid in solve_px: 9.25e-05
time p: 5.25e-02
time Smag or Wale: 9.54e-07

comm_min_pans:  -1.07e+03, pk_max: 1.05e+03, u2prim_max: 3.96e+00, v2prim_max: 1.30e+00, w2prim_max: 2.97e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5167233429405593 0.8716999662101739 0.6384129698734909
yplus, min,max,mean 26.860164209397922 45.31245695324682 33.1857994001714
uplus, min,max,mean 17.835857253312444 33.953086566833605 24.861251985016835
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        67646            688574   0.00015          0.018
           2(D)         6085            117663   0.00318        0.00286
           3(D)          146               416    0.0195       1.37e-05
         --------------------------------------------------------------
         Grid Complexity: 1.31232
         Operator Complexity: 1.49974
         Total Memory Usage: 0.0452087 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.160425e+00
              0             1.82349   4.038946e-02         0.0128
              1              1.8235   7.127818e-03         0.1765
              2              1.8235   1.840277e-03         0.2582
              3              1.8235   5.051094e-04         0.2745
              4              1.8235   1.467288e-04         0.2905
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1359
         Final Residual: 		   1.467288e-04
         Total Reduction in Residual: 	   4.642693e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0325286
    setup: 0.0252445 s
    solve: 0.0072841 s
    solve(per iteration): 0.00145682 s
resid in solve_pyamgx: 1.47e-04
time solve_pyamgx: 3.70e-02
time k: 4.97e-02
modify_eps, ustar[-2,-2],[2,2] 0.6284838509710011 0.6297276266271797
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        67702            689600   0.00015          0.018
           2(D)         5976            111544   0.00312        0.00272
           3(D)          132               312    0.0179       1.09e-05
         --------------------------------------------------------------
         Grid Complexity: 1.31203
         Operator Complexity: 1.49652
         Total Memory Usage: 0.0450891 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   4.039366e+02
              0             1.82349   1.253935e+00         0.0031
              1              1.8235   2.611773e-01         0.2083
              2              1.8235   6.454615e-02         0.2471
              3              1.8235   1.683330e-02         0.2608
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0803
         Final Residual: 		   1.683330e-02
         Total Reduction in Residual: 	   4.167313e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0311265
    setup: 0.0252608 s
    solve: 0.00586573 s
    solve(per iteration): 0.00146643 s
resid in solve_pyamgx: 1.68e-02
time solve_pyamgx: 3.57e-02
time eps: 4.27e-02

--time step:  63, iter:0, max residual:2.31e-07, u:8.30e-08, v:6.67e-08, w:5.79e-08, p:2.31e-07, k:8.96e-11, eps:8.03e-12, om:0.00e+00


monitor time step:  63, iter:0, u: 1.73e+01, v:-2.71e-01, w: 4.38e-01, p: 1.02e+01, k: 1.33e+00, eps: 1.94e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  0, umax: 3.23e+01, vismax: 8.54e+02, kmin: 4.50e-02, epsmin: 3.44e-01, ommin: 1.00e+00, fkmax: 4.62e+00

time one iteration: 2.02e-01
modify_u, ustar[-2,-2],[2,2] 0.6284838509710011 0.6297276266271797
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05          0.024
           1(D)        19424            203398  0.000539         0.0053
           2(D)         2116              8982   0.00201       0.000264
         --------------------------------------------------------------
         Grid Complexity: 1.09106
         Operator Complexity: 1.12913
         Total Memory Usage: 0.0295233 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   7.275747e-02
              0             1.82349   2.421315e-03         0.0333
              1              1.8235   3.032603e-04         0.1252
              2              1.8235   5.416420e-05         0.1786
              3              1.8235   1.346816e-05         0.2487
              4              1.8235   3.224433e-06         0.2394
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1347
         Final Residual: 		   3.224433e-06
         Total Reduction in Residual: 	   4.431756e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0229942
    setup: 0.0169159 s
    solve: 0.00607837 s
    solve(per iteration): 0.00121567 s
resid in solve_pyamgx: 3.22e-06
time solve_pyamgx: 2.75e-02
time u: 3.19e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.670466e-02
              0             1.82349   1.668785e-03         0.0294
              1              1.8235   1.974921e-04         0.1183
              2              1.8235   3.387741e-05         0.1715
              3              1.8235   9.550565e-06         0.2819
              4              1.8235   2.876051e-06         0.3011
              5              1.8235   8.166982e-07         0.2840
         --------------------------------------------------------------
         Total Iterations: 6
         Avg Convergence Rate: 		         0.1560
         Final Residual: 		   8.166982e-07
         Total Reduction in Residual: 	   1.440266e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0242237
    setup: 0.0169159 s
    solve: 0.00730781 s
    solve(per iteration): 0.00121797 s
resid in solve_pyamgx: 8.17e-07
time solve_pyamgx: 7.79e-03
time v: 1.00e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   6.532633e-02
              0             1.82349   1.858634e-03         0.0285
              1              1.8235   2.125937e-04         0.1144
              2              1.8235   3.630195e-05         0.1708
              3              1.8235   9.333549e-06         0.2571
              4              1.8235   2.536948e-06         0.2718
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1312
         Final Residual: 		   2.536948e-06
         Total Reduction in Residual: 	   3.883501e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0229864
    setup: 0.0169159 s
    solve: 0.00607056 s
    solve(per iteration): 0.00121411 s
resid in solve_pyamgx: 2.54e-06
time solve_pyamgx: 6.48e-03
time w: 8.11e-03
area_out 3.2
flow_in 86.76586881112289 flow_out 86.76453957155172 area_out 3.2 flow_out_new 86.7658688111229 uinc: 0.00041538736598845105
xp.sum(su3d) -1.1153522549989248e-11
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   7.142094e-01
              0             1.82349   4.373438e-01         0.6123
              1              1.8235   2.109961e-01         0.4824
              2              1.8235   1.023293e-01         0.4850
              3              1.8235   5.095787e-02         0.4980
              4              1.8235   2.610754e-02         0.5123
              5              1.8235   1.356399e-02         0.5195
              6              1.8235   7.058269e-03         0.5204
              7              1.8235   3.772729e-03         0.5345
              8              1.8235   2.022767e-03         0.5362
              9              1.8235   1.088277e-03         0.5380
             10              1.8235   7.274641e-04         0.6685
             11              1.8235   4.232229e-04         0.5818
             12              1.8235   2.308258e-04         0.5454
             13              1.8235   1.216758e-04         0.5271
             14              1.8235   6.449300e-05         0.5300
             15              1.8235   3.397321e-05         0.5268
         --------------------------------------------------------------
         Total Iterations: 16
         Avg Convergence Rate: 		         0.5368
         Final Residual: 		   3.397321e-05
         Total Reduction in Residual: 	   4.756757e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.180144
    setup: 0.138297 s
    solve: 0.0418468 s
    solve(per iteration): 0.00261542 s
resid in solve_px: 3.40e-05
time p: 4.97e-02
time Smag or Wale: 4.77e-07

comm_min_pans:  -1.09e+03, pk_max: 1.05e+03, u2prim_max: 3.96e+00, v2prim_max: 1.30e+00, w2prim_max: 2.97e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5168477879606742 0.8712177853902086 0.63858273976283
yplus, min,max,mean 26.86663307464466 45.287392368532714 33.19462432973526
uplus, min,max,mean 17.51726306530285 33.99933120352391 24.854699018195973
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 5
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        67548            688078  0.000151          0.018
           2(D)         5977            116483   0.00326        0.00283
           3(D)          161               459    0.0177       1.63e-05
           4(D)            2                 2       0.5       1.19e-07
         --------------------------------------------------------------
         Grid Complexity: 1.31152
         Operator Complexity: 1.49873
         Total Memory Usage: 0.0451635 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.674594e+00
              0             1.82349   2.198841e-02         0.0060
              1              1.8235   1.443549e-03         0.0657
              2              1.8235   1.571845e-04         0.1089
         --------------------------------------------------------------
         Total Iterations: 3
         Avg Convergence Rate: 		         0.0350
         Final Residual: 		   1.571845e-04
         Total Reduction in Residual: 	   4.277601e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0303476
    setup: 0.0257929 s
    solve: 0.00455466 s
    solve(per iteration): 0.00151822 s
resid in solve_pyamgx: 1.57e-04
time solve_pyamgx: 3.48e-02
time k: 4.79e-02
modify_eps, ustar[-2,-2],[2,2] 0.6285095016928004 0.6297917434235378
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        67495            686589  0.000151         0.0179
           2(D)         5941            112623   0.00319        0.00274
           3(D)          118               260    0.0187       9.34e-06
         --------------------------------------------------------------
         Grid Complexity: 1.31095
         Operator Complexity: 1.49529
         Total Memory Usage: 0.0450315 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   1.020965e+02
              0             1.82349   1.040626e-01         0.0010
              1              1.8235   2.374676e-02         0.2282
              2              1.8235   5.885149e-03         0.2478
              3              1.8235   1.496040e-03         0.2542
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0619
         Final Residual: 		   1.496040e-03
         Total Reduction in Residual: 	   1.465321e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.030767
    setup: 0.0249628 s
    solve: 0.00580426 s
    solve(per iteration): 0.00145106 s
resid in solve_pyamgx: 1.50e-03
time solve_pyamgx: 3.51e-02
time eps: 4.21e-02

--time step:  63, iter:1, max residual:1.02e-07, u:2.52e-09, v:6.38e-10, w:1.98e-09, p:1.02e-07, k:9.59e-11, eps:7.13e-13, om:0.00e+00


monitor time step:  63, iter:1, u: 1.73e+01, v:-2.68e-01, w: 4.40e-01, p: 1.02e+01, k: 1.33e+00, eps: 1.94e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  1, umax: 3.23e+01, vismax: 8.40e+02, kmin: 4.50e-02, epsmin: 3.44e-01, ommin: 1.00e+00, fkmax: 5.04e+00

time one iteration: 1.98e-01
vismean_mean 2.4999999999999998e-18
modify_u, ustar[-2,-2],[2,2] 0.6285095016928004 0.6297917434235378
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05          0.024
           1(D)        19421            203035  0.000538        0.00529
           2(D)         2136              9092   0.00199       0.000267
         --------------------------------------------------------------
         Grid Complexity: 1.09113
         Operator Complexity: 1.12897
         Total Memory Usage: 0.0295184 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.451740e+00
              0             1.82349   8.494124e-02         0.0246
              1              1.8235   9.790726e-03         0.1153
              2              1.8235   1.829390e-03         0.1868
              3              1.8235   4.536052e-04         0.2480
              4              1.8235   1.076872e-04         0.2374
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1256
         Final Residual: 		   1.076872e-04
         Total Reduction in Residual: 	   3.119795e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0227247
    setup: 0.0166995 s
    solve: 0.00602522 s
    solve(per iteration): 0.00120504 s
resid in solve_pyamgx: 1.08e-04
time solve_pyamgx: 2.70e-02
time u: 3.31e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.383333e+00
              0             1.82349   5.850260e-02         0.0245
              1              1.8235   2.617635e-03         0.0447
              2              1.8235   4.311069e-04         0.1647
              3              1.8235   8.802136e-05         0.2042
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0780
         Final Residual: 		   8.802136e-05
         Total Reduction in Residual: 	   3.693204e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0215343
    setup: 0.0166995 s
    solve: 0.00483482 s
    solve(per iteration): 0.0012087 s
resid in solve_pyamgx: 8.80e-05
time solve_pyamgx: 5.24e-03
time v: 7.50e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.032740e+00
              0             1.82349   7.250473e-02         0.0239
              1              1.8235   5.935397e-03         0.0819
              2              1.8235   1.181999e-03         0.1991
              3              1.8235   2.954552e-04         0.2500
              4              1.8235   7.139680e-05         0.2417
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1187
         Final Residual: 		   7.139680e-05
         Total Reduction in Residual: 	   2.354201e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.022716
    setup: 0.0166995 s
    solve: 0.00601648 s
    solve(per iteration): 0.0012033 s
resid in solve_pyamgx: 7.14e-05
time solve_pyamgx: 6.53e-03
time w: 8.15e-03
area_out 3.2
flow_in 86.76586881112289 flow_out 86.76453969909018 area_out 3.2 flow_out_new 86.76586881112289 uinc: 0.0004153475102208759
xp.sum(su3d) -2.4582558211250216e-12
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.528998e+00
              0             1.82349   1.379514e+00         0.5455
              1              1.8235   7.029736e-01         0.5096
              2              1.8235   3.515999e-01         0.5002
              3              1.8235   1.817310e-01         0.5169
              4              1.8235   9.709996e-02         0.5343
              5              1.8235   5.106191e-02         0.5259
              6              1.8235   2.701221e-02         0.5290
              7              1.8235   1.523786e-02         0.5641
              8              1.8235   8.688830e-03         0.5702
              9              1.8235   4.852124e-03         0.5584
             10              1.8235   3.361108e-03         0.6927
             11              1.8235   2.031423e-03         0.6044
             12              1.8235   1.147408e-03         0.5648
             13              1.8235   6.204059e-04         0.5407
             14              1.8235   3.285570e-04         0.5296
             15              1.8235   1.723156e-04         0.5245
             16              1.8235   9.048116e-05         0.5251
         --------------------------------------------------------------
         Total Iterations: 17
         Avg Convergence Rate: 		         0.5476
         Final Residual: 		   9.048116e-05
         Total Reduction in Residual: 	   3.577748e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.182645
    setup: 0.138297 s
    solve: 0.0443476 s
    solve(per iteration): 0.00260868 s
resid in solve_px: 9.05e-05
time p: 5.20e-02
time Smag or Wale: 4.77e-07

comm_min_pans:  -1.09e+03, pk_max: 1.04e+03, u2prim_max: 3.96e+00, v2prim_max: 1.30e+00, w2prim_max: 2.96e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5166838778867058 0.8728727802955241 0.638647724948758
yplus, min,max,mean 26.858112748318174 45.37342183774445 33.198002370981236
uplus, min,max,mean 17.33054157041648 34.26270752557579 24.88237907241481
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        67578            687966  0.000151          0.018
           2(D)         6085            117981   0.00319        0.00287
           3(D)          156               436    0.0179       1.44e-05
         --------------------------------------------------------------
         Grid Complexity: 1.31207
         Operator Complexity: 1.49957
         Total Memory Usage: 0.0451996 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.322008e+00
              0             1.82349   3.988902e-02         0.0120
              1              1.8235   7.062917e-03         0.1771
              2              1.8235   1.809626e-03         0.2562
              3              1.8235   5.021987e-04         0.2775
              4              1.8235   1.459237e-04         0.2906
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1344
         Final Residual: 		   1.459237e-04
         Total Reduction in Residual: 	   4.392636e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0323774
    setup: 0.0251351 s
    solve: 0.0072423 s
    solve(per iteration): 0.00144846 s
resid in solve_pyamgx: 1.46e-04
time solve_pyamgx: 3.67e-02
time k: 4.92e-02
modify_eps, ustar[-2,-2],[2,2] 0.6285660457646337 0.6299158319856485
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        67541            686671  0.000151          0.018
           2(D)         5941            111457   0.00316        0.00271
           3(D)          123               297    0.0196       1.03e-05
         --------------------------------------------------------------
         Grid Complexity: 1.31117
         Operator Complexity: 1.49464
         Total Memory Usage: 0.0450108 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   4.269562e+02
              0             1.82349   1.256355e+00         0.0029
              1              1.8235   2.589745e-01         0.2061
              2              1.8235   6.159410e-02         0.2378
              3              1.8235   1.636188e-02         0.2656
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0787
         Final Residual: 		   1.636188e-02
         Total Reduction in Residual: 	   3.832216e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0308951
    setup: 0.0250675 s
    solve: 0.00582758 s
    solve(per iteration): 0.0014569 s
resid in solve_pyamgx: 1.64e-02
time solve_pyamgx: 3.52e-02
time eps: 4.22e-02

--time step:  64, iter:0, max residual:2.30e-07, u:8.41e-08, v:6.88e-08, w:5.58e-08, p:2.30e-07, k:8.91e-11, eps:7.80e-12, om:0.00e+00


monitor time step:  64, iter:0, u: 1.73e+01, v:-2.66e-01, w: 3.00e-01, p: 9.87e+00, k: 1.33e+00, eps: 1.94e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  0, umax: 3.22e+01, vismax: 8.44e+02, kmin: 4.41e-02, epsmin: 3.42e-01, ommin: 1.00e+00, fkmax: 4.66e+00

time one iteration: 2.00e-01
modify_u, ustar[-2,-2],[2,2] 0.6285660457646337 0.6299158319856485
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05          0.024
           1(D)        19445            203383  0.000538         0.0053
           2(D)         2122              8908   0.00198       0.000262
         --------------------------------------------------------------
         Grid Complexity: 1.09118
         Operator Complexity: 1.12907
         Total Memory Usage: 0.0295226 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   7.307824e-02
              0             1.82349   2.434374e-03         0.0333
              1              1.8235   3.039167e-04         0.1248
              2              1.8235   5.401097e-05         0.1777
              3              1.8235   1.318135e-05         0.2440
              4              1.8235   3.097182e-06         0.2350
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1335
         Final Residual: 		   3.097182e-06
         Total Reduction in Residual: 	   4.238172e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0228152
    setup: 0.0167474 s
    solve: 0.00606778 s
    solve(per iteration): 0.00121356 s
resid in solve_pyamgx: 3.10e-06
time solve_pyamgx: 2.73e-02
time u: 3.17e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.607864e-02
              0             1.82349   1.645072e-03         0.0293
              1              1.8235   1.942727e-04         0.1181
              2              1.8235   3.344750e-05         0.1722
              3              1.8235   9.273317e-06         0.2772
              4              1.8235   2.716942e-06         0.2930
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1371
         Final Residual: 		   2.716942e-06
         Total Reduction in Residual: 	   4.844878e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0228521
    setup: 0.0167474 s
    solve: 0.00610464 s
    solve(per iteration): 0.00122093 s
resid in solve_pyamgx: 2.72e-06
time solve_pyamgx: 6.58e-03
time v: 8.87e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   6.395502e-02
              0             1.82349   1.839130e-03         0.0288
              1              1.8235   2.110288e-04         0.1147
              2              1.8235   3.558347e-05         0.1686
              3              1.8235   8.878969e-06         0.2495
              4              1.8235   2.341666e-06         0.2637
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1296
         Final Residual: 		   2.341666e-06
         Total Reduction in Residual: 	   3.661427e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.022789
    setup: 0.0167474 s
    solve: 0.0060416 s
    solve(per iteration): 0.00120832 s
resid in solve_pyamgx: 2.34e-06
time solve_pyamgx: 6.46e-03
time w: 8.13e-03
area_out 3.2
flow_in 86.76586881112289 flow_out 86.76453935735493 area_out 3.2 flow_out_new 86.76586881112287 uinc: 0.00041545430248479676
xp.sum(su3d) -3.348654686874397e-12
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   7.218489e-01
              0             1.82349   4.416277e-01         0.6118
              1              1.8235   2.131903e-01         0.4827
              2              1.8235   1.036758e-01         0.4863
              3              1.8235   5.165117e-02         0.4982
              4              1.8235   2.654503e-02         0.5139
              5              1.8235   1.369034e-02         0.5157
              6              1.8235   7.085534e-03         0.5176
              7              1.8235   3.782456e-03         0.5338
              8              1.8235   2.032164e-03         0.5373
              9              1.8235   1.090224e-03         0.5365
             10              1.8235   7.287657e-04         0.6685
             11              1.8235   4.230688e-04         0.5805
             12              1.8235   2.307916e-04         0.5455
             13              1.8235   1.210705e-04         0.5246
             14              1.8235   6.387687e-05         0.5276
             15              1.8235   3.357255e-05         0.5256
         --------------------------------------------------------------
         Total Iterations: 16
         Avg Convergence Rate: 		         0.5361
         Final Residual: 		   3.357255e-05
         Total Reduction in Residual: 	   4.650911e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.180067
    setup: 0.138297 s
    solve: 0.0417701 s
    solve(per iteration): 0.00261063 s
resid in solve_px: 3.36e-05
time p: 4.93e-02
time Smag or Wale: 9.54e-07

comm_min_pans:  -1.09e+03, pk_max: 1.04e+03, u2prim_max: 3.96e+00, v2prim_max: 1.30e+00, w2prim_max: 2.96e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5144898198910979 0.8693224578613803 0.6388808892123983
yplus, min,max,mean 26.744061856574834 45.18886999800227 33.21012264867858
uplus, min,max,mean 17.32782307955949 34.29509216652674 24.873309075401426
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        67613            688509  0.000151          0.018
           2(D)         6082            119204   0.00322        0.00289
           3(D)          159               463    0.0183       1.51e-05
         --------------------------------------------------------------
         Grid Complexity: 1.31222
         Operator Complexity: 1.50068
         Total Memory Usage: 0.0452414 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.640474e+00
              0             1.82349   2.503749e-02         0.0069
              1              1.8235   1.712000e-03         0.0684
              2              1.8235   1.634911e-04         0.0955
         --------------------------------------------------------------
         Total Iterations: 3
         Avg Convergence Rate: 		         0.0355
         Final Residual: 		   1.634911e-04
         Total Reduction in Residual: 	   4.490928e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0295463
    setup: 0.0251572 s
    solve: 0.00438909 s
    solve(per iteration): 0.00146303 s
resid in solve_pyamgx: 1.63e-04
time solve_pyamgx: 3.38e-02
time k: 4.62e-02
modify_eps, ustar[-2,-2],[2,2] 0.628590410747507 0.6299710248517519
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        67638            687058   0.00015          0.018
           2(D)         5989            113823   0.00317        0.00277
           3(D)          131               363    0.0212        1.2e-05
         --------------------------------------------------------------
         Grid Complexity: 1.31182
         Operator Complexity: 1.49639
         Total Memory Usage: 0.0450817 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   1.216436e+02
              0             1.82349   1.129632e-01         0.0009
              1              1.8235   2.847143e-02         0.2520
              2              1.8235   7.464666e-03         0.2622
              3              1.8235   1.986685e-03         0.2661
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0636
         Final Residual: 		   1.986685e-03
         Total Reduction in Residual: 	   1.633201e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0308501
    setup: 0.0250566 s
    solve: 0.00579344 s
    solve(per iteration): 0.00144836 s
resid in solve_pyamgx: 1.99e-03
time solve_pyamgx: 3.52e-02
time eps: 4.22e-02

--time step:  64, iter:1, max residual:1.03e-07, u:2.42e-09, v:2.12e-09, w:1.83e-09, p:1.03e-07, k:9.98e-11, eps:9.47e-13, om:0.00e+00


monitor time step:  64, iter:1, u: 1.73e+01, v:-2.64e-01, w: 3.01e-01, p: 9.91e+00, k: 1.33e+00, eps: 1.94e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  1, umax: 3.22e+01, vismax: 8.25e+02, kmin: 4.41e-02, epsmin: 3.42e-01, ommin: 1.00e+00, fkmax: 5.07e+00

time one iteration: 1.94e-01
vismean_mean 2.4615384615384614e-18
modify_u, ustar[-2,-2],[2,2] 0.628590410747507 0.6299710248517519
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05          0.024
           1(D)        19456            202844  0.000536        0.00529
           2(D)         2141              8903   0.00194       0.000263
         --------------------------------------------------------------
         Grid Complexity: 1.0913
         Operator Complexity: 1.12874
         Total Memory Usage: 0.0295119 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.477384e+00
              0             1.82349   8.604419e-02         0.0247
              1              1.8235   9.893321e-03         0.1150
              2              1.8235   1.841675e-03         0.1862
              3              1.8235   4.601147e-04         0.2498
              4              1.8235   1.116194e-04         0.2426
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1263
         Final Residual: 		   1.116194e-04
         Total Reduction in Residual: 	   3.209866e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0227983
    setup: 0.0167343 s
    solve: 0.00606394 s
    solve(per iteration): 0.00121279 s
resid in solve_pyamgx: 1.12e-04
time solve_pyamgx: 2.71e-02
time u: 3.31e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.395532e+00
              0             1.82349   5.875283e-02         0.0245
              1              1.8235   2.592124e-03         0.0441
              2              1.8235   4.208180e-04         0.1623
              3              1.8235   8.335690e-05         0.1981
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0768
         Final Residual: 		   8.335690e-05
         Total Reduction in Residual: 	   3.479682e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.021582
    setup: 0.0167343 s
    solve: 0.00484762 s
    solve(per iteration): 0.0012119 s
resid in solve_pyamgx: 8.34e-05
time solve_pyamgx: 5.26e-03
time v: 7.44e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.057350e+00
              0             1.82349   7.341931e-02         0.0240
              1              1.8235   6.051402e-03         0.0824
              2              1.8235   1.203069e-03         0.1988
              3              1.8235   3.028120e-04         0.2517
              4              1.8235   7.212288e-05         0.2382
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1187
         Final Residual: 		   7.212288e-05
         Total Reduction in Residual: 	   2.359000e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.022757
    setup: 0.0167343 s
    solve: 0.00602269 s
    solve(per iteration): 0.00120454 s
resid in solve_pyamgx: 7.21e-05
time solve_pyamgx: 6.48e-03
time w: 8.11e-03
area_out 3.2
flow_in 86.76586881112287 flow_out 86.76453947124922 area_out 3.2 flow_out_new 86.76586881112289 uinc: 0.000415418710515425
xp.sum(su3d) 1.7034151866823777e-11
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.546356e+00
              0             1.82349   1.382732e+00         0.5430
              1              1.8235   7.015572e-01         0.5074
              2              1.8235   3.494957e-01         0.4982
              3              1.8235   1.793883e-01         0.5133
              4              1.8235   9.584600e-02         0.5343
              5              1.8235   5.028790e-02         0.5247
              6              1.8235   2.661785e-02         0.5293
              7              1.8235   1.501012e-02         0.5639
              8              1.8235   8.552454e-03         0.5698
              9              1.8235   4.773622e-03         0.5582
             10              1.8235   3.311414e-03         0.6937
             11              1.8235   2.004683e-03         0.6054
             12              1.8235   1.135342e-03         0.5663
             13              1.8235   6.133546e-04         0.5402
             14              1.8235   3.253339e-04         0.5304
             15              1.8235   1.701788e-04         0.5231
             16              1.8235   8.890847e-05         0.5224
         --------------------------------------------------------------
         Total Iterations: 17
         Avg Convergence Rate: 		         0.5468
         Final Residual: 		   8.890847e-05
         Total Reduction in Residual: 	   3.491597e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.182703
    setup: 0.138297 s
    solve: 0.0444065 s
    solve(per iteration): 0.00261215 s
resid in solve_px: 8.89e-05
time p: 5.20e-02
time Smag or Wale: 4.77e-07

comm_min_pans:  -1.12e+03, pk_max: 1.03e+03, u2prim_max: 3.95e+00, v2prim_max: 1.30e+00, w2prim_max: 2.95e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5132897832888266 0.8672726781656205 0.6389550265875925
yplus, min,max,mean 26.68168189903147 45.08231893934895 33.21397643639492
uplus, min,max,mean 17.168191286237835 34.16593462548193 24.90017052219065
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        67516            687094  0.000151          0.018
           2(D)         6059            118073   0.00322        0.00287
           3(D)          153               455    0.0194       1.47e-05
         --------------------------------------------------------------
         Grid Complexity: 1.31169
         Operator Complexity: 1.4991
         Total Memory Usage: 0.0451778 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.728723e+00
              0             1.82349   4.007835e-02         0.0107
              1              1.8235   7.042113e-03         0.1757
              2              1.8235   1.775132e-03         0.2521
              3              1.8235   4.792518e-04         0.2700
              4              1.8235   1.378980e-04         0.2877
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1299
         Final Residual: 		   1.378980e-04
         Total Reduction in Residual: 	   3.698264e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0322836
    setup: 0.0250827 s
    solve: 0.00720096 s
    solve(per iteration): 0.00144019 s
resid in solve_pyamgx: 1.38e-04
time solve_pyamgx: 3.66e-02
time k: 4.90e-02
modify_eps, ustar[-2,-2],[2,2] 0.6286441242560838 0.6300718797935078
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        67615            688825  0.000151          0.018
           2(D)         5888            110512   0.00319        0.00269
           3(D)          119               349    0.0246       1.14e-05
         --------------------------------------------------------------
         Grid Complexity: 1.31124
         Operator Complexity: 1.49542
         Total Memory Usage: 0.0450399 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.147971e+02
              0             1.82349   1.263597e+00         0.0025
              1              1.8235   2.616412e-01         0.2071
              2              1.8235   6.276132e-02         0.2399
              3              1.8235   1.671198e-02         0.2663
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0755
         Final Residual: 		   1.671198e-02
         Total Reduction in Residual: 	   3.246323e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0307629
    setup: 0.0249404 s
    solve: 0.00582259 s
    solve(per iteration): 0.00145565 s
resid in solve_pyamgx: 1.67e-02
time solve_pyamgx: 3.51e-02
time eps: 4.20e-02

--time step:  65, iter:0, max residual:2.29e-07, u:8.72e-08, v:6.51e-08, w:5.63e-08, p:2.29e-07, k:8.42e-11, eps:7.97e-12, om:0.00e+00


monitor time step:  65, iter:0, u: 1.72e+01, v:-2.59e-01, w: 1.59e-01, p: 9.46e+00, k: 1.33e+00, eps: 1.94e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  0, umax: 3.23e+01, vismax: 8.36e+02, kmin: 4.33e-02, epsmin: 3.40e-01, ommin: 1.00e+00, fkmax: 4.70e+00

time one iteration: 2.00e-01
modify_u, ustar[-2,-2],[2,2] 0.6286441242560838 0.6300718797935078
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05          0.024
           1(D)        19488            203930  0.000537        0.00532
           2(D)         2151              9147   0.00198       0.000269
         --------------------------------------------------------------
         Grid Complexity: 1.09148
         Operator Complexity: 1.12955
         Total Memory Usage: 0.0295437 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   7.367658e-02
              0             1.82349   2.457056e-03         0.0333
              1              1.8235   3.078062e-04         0.1253
              2              1.8235   5.519061e-05         0.1793
              3              1.8235   1.351837e-05         0.2449
              4              1.8235   3.235390e-06         0.2393
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1344
         Final Residual: 		   3.235390e-06
         Total Reduction in Residual: 	   4.391341e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0222026
    setup: 0.0161432 s
    solve: 0.00605946 s
    solve(per iteration): 0.00121189 s
resid in solve_pyamgx: 3.24e-06
time solve_pyamgx: 2.66e-02
time u: 3.10e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.597761e-02
              0             1.82349   1.634056e-03         0.0292
              1              1.8235   1.913019e-04         0.1171
              2              1.8235   3.408319e-05         0.1782
              3              1.8235   9.685217e-06         0.2842
              4              1.8235   2.775155e-06         0.2865
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1377
         Final Residual: 		   2.775155e-06
         Total Reduction in Residual: 	   4.957617e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0221907
    setup: 0.0161432 s
    solve: 0.00604752 s
    solve(per iteration): 0.0012095 s
resid in solve_pyamgx: 2.78e-06
time solve_pyamgx: 6.53e-03
time v: 8.79e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   6.444078e-02
              0             1.82349   1.851264e-03         0.0287
              1              1.8235   2.106598e-04         0.1138
              2              1.8235   3.579981e-05         0.1699
              3              1.8235   9.006678e-06         0.2516
              4              1.8235   2.315028e-06         0.2570
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1291
         Final Residual: 		   2.315028e-06
         Total Reduction in Residual: 	   3.592489e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0221959
    setup: 0.0161432 s
    solve: 0.00605277 s
    solve(per iteration): 0.00121055 s
resid in solve_pyamgx: 2.32e-06
time solve_pyamgx: 6.51e-03
time w: 8.29e-03
area_out 3.2
flow_in 86.76586881112287 flow_out 86.76453914168967 area_out 3.2 flow_out_new 86.76586881112289 uinc: 0.00041552169787628657
xp.sum(su3d) -2.7049473771967314e-12
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   7.329476e-01
              0             1.82349   4.448867e-01         0.6070
              1              1.8235   2.151304e-01         0.4836
              2              1.8235   1.044696e-01         0.4856
              3              1.8235   5.211061e-02         0.4988
              4              1.8235   2.682124e-02         0.5147
              5              1.8235   1.377438e-02         0.5136
              6              1.8235   7.114488e-03         0.5165
              7              1.8235   3.806931e-03         0.5351
              8              1.8235   2.052452e-03         0.5391
              9              1.8235   1.098078e-03         0.5350
             10              1.8235   7.335812e-04         0.6681
             11              1.8235   4.264409e-04         0.5813
             12              1.8235   2.332084e-04         0.5469
             13              1.8235   1.220774e-04         0.5235
             14              1.8235   6.423100e-05         0.5261
             15              1.8235   3.375974e-05         0.5256
         --------------------------------------------------------------
         Total Iterations: 16
         Avg Convergence Rate: 		         0.5357
         Final Residual: 		   3.375974e-05
         Total Reduction in Residual: 	   4.606024e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.180166
    setup: 0.138297 s
    solve: 0.0418693 s
    solve(per iteration): 0.00261683 s
resid in solve_px: 3.38e-05
time p: 4.94e-02
time Smag or Wale: 9.54e-07

comm_min_pans:  -1.10e+03, pk_max: 1.04e+03, u2prim_max: 3.95e+00, v2prim_max: 1.30e+00, w2prim_max: 2.95e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5221238888314945 0.8637065593469404 0.6392280624068122
yplus, min,max,mean 27.14089383276931 44.896945976488645 33.22816930582783
uplus, min,max,mean 17.168041762086965 34.18533648138986 24.889105984204136
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        67617            687737   0.00015          0.018
           2(D)         6113            118959   0.00318        0.00289
           3(D)          149               425    0.0191        1.4e-05
         --------------------------------------------------------------
         Grid Complexity: 1.31233
         Operator Complexity: 1.50003
         Total Memory Usage: 0.0452192 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.688790e+00
              0             1.82349   2.282908e-02         0.0062
              1              1.8235   1.478360e-03         0.0648
              2              1.8235   1.693654e-04         0.1146
         --------------------------------------------------------------
         Total Iterations: 3
         Avg Convergence Rate: 		         0.0358
         Final Residual: 		   1.693654e-04
         Total Reduction in Residual: 	   4.591354e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.029722
    setup: 0.0253175 s
    solve: 0.00440448 s
    solve(per iteration): 0.00146816 s
resid in solve_pyamgx: 1.69e-04
time solve_pyamgx: 3.40e-02
time k: 4.66e-02
modify_eps, ustar[-2,-2],[2,2] 0.6286672683753395 0.6301167314040226
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        67614            688316  0.000151          0.018
           2(D)         5930            113372   0.00322        0.00276
           3(D)          139               351    0.0182        1.2e-05
         --------------------------------------------------------------
         Grid Complexity: 1.3115
         Operator Complexity: 1.49688
         Total Memory Usage: 0.0450955 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   1.498031e+02
              0             1.82349   1.328439e-01         0.0009
              1              1.8235   3.537796e-02         0.2663
              2              1.8235   8.974233e-03         0.2537
              3              1.8235   2.241352e-03         0.2498
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0622
         Final Residual: 		   2.241352e-03
         Total Reduction in Residual: 	   1.496198e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0309442
    setup: 0.0251381 s
    solve: 0.00580608 s
    solve(per iteration): 0.00145152 s
resid in solve_pyamgx: 2.24e-03
time solve_pyamgx: 3.53e-02
time eps: 4.22e-02

--time step:  65, iter:1, max residual:1.03e-07, u:2.53e-09, v:2.17e-09, w:1.81e-09, p:1.03e-07, k:1.03e-10, eps:1.07e-12, om:0.00e+00


monitor time step:  65, iter:1, u: 1.72e+01, v:-2.58e-01, w: 1.59e-01, p: 9.47e+00, k: 1.33e+00, eps: 1.94e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  1, umax: 3.23e+01, vismax: 8.17e+02, kmin: 4.33e-02, epsmin: 3.40e-01, ommin: 1.00e+00, fkmax: 5.05e+00

time one iteration: 1.94e-01
vismean_mean 2.4242424242424242e-18
modify_u, ustar[-2,-2],[2,2] 0.6286672683753395 0.6301167314040226
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05          0.024
           1(D)        19474            203390  0.000536         0.0053
           2(D)         2133              9037   0.00199       0.000266
         --------------------------------------------------------------
         Grid Complexity: 1.09134
         Operator Complexity: 1.12916
         Total Memory Usage: 0.0295277 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.502713e+00
              0             1.82349   8.703307e-02         0.0248
              1              1.8235   9.982376e-03         0.1147
              2              1.8235   1.801992e-03         0.1805
              3              1.8235   4.517196e-04         0.2507
              4              1.8235   1.133744e-04         0.2510
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1265
         Final Residual: 		   1.133744e-04
         Total Reduction in Residual: 	   3.236759e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0221072
    setup: 0.0160247 s
    solve: 0.00608256 s
    solve(per iteration): 0.00121651 s
resid in solve_pyamgx: 1.13e-04
time solve_pyamgx: 2.66e-02
time u: 3.26e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.407688e+00
              0             1.82349   5.906610e-02         0.0245
              1              1.8235   2.634531e-03         0.0446
              2              1.8235   4.247607e-04         0.1612
              3              1.8235   8.114200e-05         0.1910
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0762
         Final Residual: 		   8.114200e-05
         Total Reduction in Residual: 	   3.370121e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0209168
    setup: 0.0160247 s
    solve: 0.00489213 s
    solve(per iteration): 0.00122303 s
resid in solve_pyamgx: 8.11e-05
time solve_pyamgx: 5.36e-03
time v: 7.68e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.083853e+00
              0             1.82349   7.426646e-02         0.0241
              1              1.8235   6.104899e-03         0.0822
              2              1.8235   1.192546e-03         0.1953
              3              1.8235   2.922872e-04         0.2451
              4              1.8235   6.686435e-05         0.2288
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1167
         Final Residual: 		   6.686435e-05
         Total Reduction in Residual: 	   2.168208e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0220666
    setup: 0.0160247 s
    solve: 0.00604195 s
    solve(per iteration): 0.00120839 s
resid in solve_pyamgx: 6.69e-05
time solve_pyamgx: 6.48e-03
time w: 8.11e-03
area_out 3.2
flow_in 86.76586881112289 flow_out 86.76453925724984 area_out 3.2 flow_out_new 86.76586881112289 uinc: 0.00041548558532777946
xp.sum(su3d) -7.517764188946785e-12
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.551229e+00
              0             1.82349   1.383399e+00         0.5422
              1              1.8235   6.992312e-01         0.5054
              2              1.8235   3.461596e-01         0.4951
              3              1.8235   1.768788e-01         0.5110
              4              1.8235   9.435010e-02         0.5334
              5              1.8235   4.938024e-02         0.5234
              6              1.8235   2.614950e-02         0.5296
              7              1.8235   1.472612e-02         0.5632
              8              1.8235   8.364877e-03         0.5680
              9              1.8235   4.664667e-03         0.5576
             10              1.8235   3.238095e-03         0.6942
             11              1.8235   1.963061e-03         0.6062
             12              1.8235   1.113881e-03         0.5674
             13              1.8235   6.020135e-04         0.5405
             14              1.8235   3.197684e-04         0.5312
             15              1.8235   1.666877e-04         0.5213
             16              1.8235   8.676802e-05         0.5205
         --------------------------------------------------------------
         Total Iterations: 17
         Avg Convergence Rate: 		         0.5460
         Final Residual: 		   8.676802e-05
         Total Reduction in Residual: 	   3.401029e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.182812
    setup: 0.138297 s
    solve: 0.0445153 s
    solve(per iteration): 0.00261854 s
resid in solve_px: 8.68e-05
time p: 5.24e-02
time Smag or Wale: 9.54e-07

comm_min_pans:  -1.10e+03, pk_max: 1.03e+03, u2prim_max: 3.95e+00, v2prim_max: 1.30e+00, w2prim_max: 2.94e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5224503578441865 0.8653337589174365 0.6392836233347379
yplus, min,max,mean 27.15786425109855 44.9815305965994 33.23105745800461
uplus, min,max,mean 17.019806672240673 33.66959842666442 24.915903840047278
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        67589            688827  0.000151          0.018
           2(D)         6098            120308   0.00324        0.00292
           3(D)          150               378    0.0168       1.29e-05
         --------------------------------------------------------------
         Grid Complexity: 1.31215
         Operator Complexity: 1.50151
         Total Memory Usage: 0.0452705 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.733831e+00
              0             1.82349   3.998701e-02         0.0107
              1              1.8235   7.125022e-03         0.1782
              2              1.8235   1.795297e-03         0.2520
              3              1.8235   4.845084e-04         0.2699
              4              1.8235   1.410684e-04         0.2912
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1305
         Final Residual: 		   1.410684e-04
         Total Reduction in Residual: 	   3.778115e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0325468
    setup: 0.0252726 s
    solve: 0.00727421 s
    solve(per iteration): 0.00145484 s
resid in solve_pyamgx: 1.41e-04
time solve_pyamgx: 3.70e-02
time k: 5.00e-02
modify_eps, ustar[-2,-2],[2,2] 0.6287182974345703 0.6301930795931132
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        67639            688475   0.00015          0.018
           2(D)         5970            114416   0.00321        0.00278
           3(D)          123               333     0.022       1.11e-05
         --------------------------------------------------------------
         Grid Complexity: 1.31171
         Operator Complexity: 1.49762
         Total Memory Usage: 0.0451247 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.109520e+02
              0             1.82349   1.277641e+00         0.0025
              1              1.8235   2.664784e-01         0.2086
              2              1.8235   6.242720e-02         0.2343
              3              1.8235   1.741248e-02         0.2789
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0764
         Final Residual: 		   1.741248e-02
         Total Reduction in Residual: 	   3.407851e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0310502
    setup: 0.0252001 s
    solve: 0.00585005 s
    solve(per iteration): 0.00146251 s
resid in solve_pyamgx: 1.74e-02
time solve_pyamgx: 3.57e-02
time eps: 4.27e-02

--time step:  66, iter:0, max residual:2.28e-07, u:8.86e-08, v:6.34e-08, w:5.22e-08, p:2.28e-07, k:8.61e-11, eps:8.30e-12, om:0.00e+00


monitor time step:  66, iter:0, u: 1.72e+01, v:-2.51e-01, w: 1.40e-02, p: 8.96e+00, k: 1.33e+00, eps: 1.94e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  0, umax: 3.23e+01, vismax: 8.33e+02, kmin: 4.24e-02, epsmin: 3.38e-01, ommin: 1.00e+00, fkmax: 4.71e+00

time one iteration: 2.02e-01
modify_u, ustar[-2,-2],[2,2] 0.6287182974345703 0.6301930795931132
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05          0.024
           1(D)        19486            203296  0.000535         0.0053
           2(D)         2164              9210   0.00197        0.00027
         --------------------------------------------------------------
         Grid Complexity: 1.09153
         Operator Complexity: 1.1292
         Total Memory Usage: 0.0295315 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   7.427056e-02
              0             1.82349   2.481473e-03         0.0334
              1              1.8235   3.090928e-04         0.1246
              2              1.8235   5.548687e-05         0.1795
              3              1.8235   1.360285e-05         0.2452
              4              1.8235   3.321380e-06         0.2442
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1349
         Final Residual: 		   3.321380e-06
         Total Reduction in Residual: 	   4.472001e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0228065
    setup: 0.016754 s
    solve: 0.00605248 s
    solve(per iteration): 0.0012105 s
resid in solve_pyamgx: 3.32e-06
time solve_pyamgx: 2.72e-02
time u: 3.17e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.570633e-02
              0             1.82349   1.626642e-03         0.0292
              1              1.8235   1.918770e-04         0.1180
              2              1.8235   3.355898e-05         0.1749
              3              1.8235   8.927301e-06         0.2660
              4              1.8235   2.460944e-06         0.2757
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1346
         Final Residual: 		   2.460944e-06
         Total Reduction in Residual: 	   4.417710e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0227855
    setup: 0.016754 s
    solve: 0.00603146 s
    solve(per iteration): 0.00120629 s
resid in solve_pyamgx: 2.46e-06
time solve_pyamgx: 6.60e-03
time v: 8.85e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   6.385765e-02
              0             1.82349   1.843908e-03         0.0289
              1              1.8235   2.094947e-04         0.1136
              2              1.8235   3.587736e-05         0.1713
              3              1.8235   8.887971e-06         0.2477
              4              1.8235   2.245445e-06         0.2526
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1286
         Final Residual: 		   2.245445e-06
         Total Reduction in Residual: 	   3.516330e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0227695
    setup: 0.016754 s
    solve: 0.00601542 s
    solve(per iteration): 0.00120308 s
resid in solve_pyamgx: 2.25e-06
time solve_pyamgx: 6.46e-03
time w: 8.16e-03
area_out 3.2
flow_in 86.76586881112289 flow_out 86.76453894036207 area_out 3.2 flow_out_new 86.76586881112289 uinc: 0.0004155846127540386
xp.sum(su3d) 9.980904991380157e-13
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   7.327299e-01
              0             1.82349   4.487221e-01         0.6124
              1              1.8235   2.165694e-01         0.4826
              2              1.8235   1.048557e-01         0.4842
              3              1.8235   5.234340e-02         0.4992
              4              1.8235   2.699818e-02         0.5158
              5              1.8235   1.387135e-02         0.5138
              6              1.8235   7.190870e-03         0.5184
              7              1.8235   3.873651e-03         0.5387
              8              1.8235   2.107909e-03         0.5442
              9              1.8235   1.133178e-03         0.5376
             10              1.8235   7.596948e-04         0.6704
             11              1.8235   4.445418e-04         0.5852
             12              1.8235   2.444923e-04         0.5500
             13              1.8235   1.280661e-04         0.5238
             14              1.8235   6.734807e-05         0.5259
             15              1.8235   3.547397e-05         0.5267
         --------------------------------------------------------------
         Total Iterations: 16
         Avg Convergence Rate: 		         0.5374
         Final Residual: 		   3.547397e-05
         Total Reduction in Residual: 	   4.841343e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.18007
    setup: 0.138297 s
    solve: 0.0417726 s
    solve(per iteration): 0.00261079 s
resid in solve_px: 3.55e-05
time p: 4.95e-02
time Smag or Wale: 4.77e-07

comm_min_pans:  -1.09e+03, pk_max: 1.03e+03, u2prim_max: 3.95e+00, v2prim_max: 1.30e+00, w2prim_max: 2.94e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5250148589786073 0.8665157410165495 0.6396368470792242
yplus, min,max,mean 27.291171411548735 45.04297205015184 33.249418633107645
uplus, min,max,mean 16.93564343934563 33.680292733448475 24.90194026454682
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        67548            686700  0.000151          0.018
           2(D)         6138            119576   0.00317         0.0029
           3(D)          152               424    0.0184        1.4e-05
         --------------------------------------------------------------
         Grid Complexity: 1.31215
         Operator Complexity: 1.49977
         Total Memory Usage: 0.0452077 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.865942e+00
              0             1.82349   1.959539e-02         0.0051
              1              1.8235   1.211993e-03         0.0619
              2              1.8235   1.566646e-04         0.1293
         --------------------------------------------------------------
         Total Iterations: 3
         Avg Convergence Rate: 		         0.0343
         Final Residual: 		   1.566646e-04
         Total Reduction in Residual: 	   4.052429e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.029644
    setup: 0.0252205 s
    solve: 0.00442352 s
    solve(per iteration): 0.00147451 s
resid in solve_pyamgx: 1.57e-04
time solve_pyamgx: 3.40e-02
time k: 4.67e-02
modify_eps, ustar[-2,-2],[2,2] 0.6287402829407965 0.6302271970340589
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        67678            688916   0.00015          0.018
           2(D)         6023            113625   0.00313        0.00277
           3(D)          144               366    0.0177       1.25e-05
         --------------------------------------------------------------
         Grid Complexity: 1.31218
         Operator Complexity: 1.49742
         Total Memory Usage: 0.0451233 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   1.794545e+02
              0             1.82349   1.434184e-01         0.0008
              1              1.8235   3.605544e-02         0.2514
              2              1.8235   8.944553e-03         0.2481
         --------------------------------------------------------------
         Total Iterations: 3
         Avg Convergence Rate: 		         0.0368
         Final Residual: 		   8.944553e-03
         Total Reduction in Residual: 	   4.984301e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0296744
    setup: 0.0252374 s
    solve: 0.00443699 s
    solve(per iteration): 0.001479 s
resid in solve_pyamgx: 8.94e-03
time solve_pyamgx: 3.41e-02
time eps: 4.11e-02

--time step:  66, iter:1, max residual:1.07e-07, u:2.59e-09, v:1.92e-09, w:1.75e-09, p:1.07e-07, k:9.56e-11, eps:4.27e-12, om:0.00e+00


monitor time step:  66, iter:1, u: 1.72e+01, v:-2.51e-01, w: 1.34e-02, p: 8.94e+00, k: 1.33e+00, eps: 1.94e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  1, umax: 3.23e+01, vismax: 8.19e+02, kmin: 4.25e-02, epsmin: 3.38e-01, ommin: 1.00e+00, fkmax: 4.96e+00

time one iteration: 1.94e-01
vismean_mean 2.388059701492537e-18
modify_u, ustar[-2,-2],[2,2] 0.6287402829407965 0.6302271970340589
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05          0.024
           1(D)        19525            203943  0.000535        0.00532
           2(D)         2186              9194   0.00192       0.000271
         --------------------------------------------------------------
         Grid Complexity: 1.09178
         Operator Complexity: 1.12959
         Total Memory Usage: 0.0295486 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.527707e+00
              0             1.82349   8.792989e-02         0.0249
              1              1.8235   1.003382e-02         0.1141
              2              1.8235   1.838304e-03         0.1832
              3              1.8235   4.583955e-04         0.2494
              4              1.8235   1.118744e-04         0.2441
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1260
         Final Residual: 		   1.118744e-04
         Total Reduction in Residual: 	   3.171306e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0221484
    setup: 0.0161061 s
    solve: 0.00604224 s
    solve(per iteration): 0.00120845 s
resid in solve_pyamgx: 1.12e-04
time solve_pyamgx: 2.66e-02
time u: 3.27e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.419979e+00
              0             1.82349   5.936135e-02         0.0245
              1              1.8235   2.612318e-03         0.0440
              2              1.8235   4.109572e-04         0.1573
              3              1.8235   8.011834e-05         0.1950
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0759
         Final Residual: 		   8.011834e-05
         Total Reduction in Residual: 	   3.310704e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0209742
    setup: 0.0161061 s
    solve: 0.00486806 s
    solve(per iteration): 0.00121702 s
resid in solve_pyamgx: 8.01e-05
time solve_pyamgx: 5.35e-03
time v: 7.68e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.112122e+00
              0             1.82349   7.514620e-02         0.0241
              1              1.8235   6.169686e-03         0.0821
              2              1.8235   1.218099e-03         0.1974
              3              1.8235   2.962194e-04         0.2432
              4              1.8235   6.719696e-05         0.2268
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1166
         Final Residual: 		   6.719696e-05
         Total Reduction in Residual: 	   2.159200e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0221412
    setup: 0.0161061 s
    solve: 0.00603514 s
    solve(per iteration): 0.00120703 s
resid in solve_pyamgx: 6.72e-05
time solve_pyamgx: 6.59e-03
time w: 8.26e-03
area_out 3.2
flow_in 86.76586881112289 flow_out 86.76453905485434 area_out 3.2 flow_out_new 86.76586881112289 uinc: 0.0004155488339208091
xp.sum(su3d) -1.3738787885131387e-11
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.563668e+00
              0             1.82349   1.386057e+00         0.5407
              1              1.8235   6.974039e-01         0.5032
              2              1.8235   3.428424e-01         0.4916
              3              1.8235   1.740919e-01         0.5078
              4              1.8235   9.262496e-02         0.5320
              5              1.8235   4.840567e-02         0.5226
              6              1.8235   2.565926e-02         0.5301
              7              1.8235   1.444593e-02         0.5630
              8              1.8235   8.188254e-03         0.5668
              9              1.8235   4.565860e-03         0.5576
             10              1.8235   3.169642e-03         0.6942
             11              1.8235   1.922555e-03         0.6066
             12              1.8235   1.092025e-03         0.5680
             13              1.8235   5.905013e-04         0.5407
             14              1.8235   3.144113e-04         0.5324
             15              1.8235   1.634770e-04         0.5199
             16              1.8235   8.478258e-05         0.5186
         --------------------------------------------------------------
         Total Iterations: 17
         Avg Convergence Rate: 		         0.5451
         Final Residual: 		   8.478258e-05
         Total Reduction in Residual: 	   3.307081e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.182717
    setup: 0.138297 s
    solve: 0.0444204 s
    solve(per iteration): 0.00261296 s
resid in solve_px: 8.48e-05
time p: 5.24e-02
time Smag or Wale: 4.77e-07

comm_min_pans:  -1.09e+03, pk_max: 1.02e+03, u2prim_max: 3.95e+00, v2prim_max: 1.30e+00, w2prim_max: 2.93e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5253161259495109 0.8683747553200956 0.6396907412262611
yplus, min,max,mean 27.306831784589534 45.13960679704891 33.25222014315962
uplus, min,max,mean 16.781854530915602 34.18909328173972 24.927912640882827
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 5
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        67723            689723   0.00015          0.018
           2(D)         6172            120984   0.00318        0.00294
           3(D)          149               405    0.0182       1.46e-05
           4(D)            2                 4         1       1.64e-07
         --------------------------------------------------------------
         Grid Complexity: 1.31303
         Operator Complexity: 1.50251
         Total Memory Usage: 0.0453184 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.159188e+00
              0             1.82349   3.954489e-02         0.0125
              1              1.8235   7.049257e-03         0.1783
              2              1.8235   1.725016e-03         0.2447
              3              1.8235   4.459639e-04         0.2585
              4              1.8235   1.263980e-04         0.2834
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1320
         Final Residual: 		   1.263980e-04
         Total Reduction in Residual: 	   4.000963e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0334288
    setup: 0.0259483 s
    solve: 0.00748051 s
    solve(per iteration): 0.0014961 s
resid in solve_pyamgx: 1.26e-04
time solve_pyamgx: 3.78e-02
time k: 5.04e-02
modify_eps, ustar[-2,-2],[2,2] 0.6287887761351528 0.6302792041623291
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        67539            687719  0.000151          0.018
           2(D)         5968            113754   0.00319        0.00277
           3(D)          132               368    0.0211       1.22e-05
         --------------------------------------------------------------
         Grid Complexity: 1.31131
         Operator Complexity: 1.49676
         Total Memory Usage: 0.0450888 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.682733e+02
              0             1.82349   1.249788e+00         0.0034
              1              1.8235   2.605484e-01         0.2085
              2              1.8235   6.050898e-02         0.2322
              3              1.8235   1.581840e-02         0.2614
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0810
         Final Residual: 		   1.581840e-02
         Total Reduction in Residual: 	   4.295290e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0309368
    setup: 0.0251312 s
    solve: 0.00580554 s
    solve(per iteration): 0.00145138 s
resid in solve_pyamgx: 1.58e-02
time solve_pyamgx: 3.53e-02
time eps: 4.23e-02

--time step:  67, iter:0, max residual:2.25e-07, u:8.74e-08, v:6.26e-08, w:5.25e-08, p:2.25e-07, k:7.71e-11, eps:7.54e-12, om:0.00e+00


monitor time step:  67, iter:0, u: 1.71e+01, v:-2.41e-01, w:-1.33e-01, p: 8.36e+00, k: 1.33e+00, eps: 1.94e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  0, umax: 3.22e+01, vismax: 8.24e+02, kmin: 4.16e-02, epsmin: 3.36e-01, ommin: 1.00e+00, fkmax: 4.68e+00

time one iteration: 2.02e-01
modify_u, ustar[-2,-2],[2,2] 0.6287887761351528 0.6302792041623291
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05          0.024
           1(D)        19479            203289  0.000536         0.0053
           2(D)         2142              8934   0.00195       0.000264
         --------------------------------------------------------------
         Grid Complexity: 1.0914
         Operator Complexity: 1.12903
         Total Memory Usage: 0.0295238 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   7.501878e-02
              0             1.82349   2.504602e-03         0.0334
              1              1.8235   3.124706e-04         0.1248
              2              1.8235   5.514751e-05         0.1765
              3              1.8235   1.325773e-05         0.2404
              4              1.8235   3.157047e-06         0.2381
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1333
         Final Residual: 		   3.157047e-06
         Total Reduction in Residual: 	   4.208343e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0220167
    setup: 0.0159772 s
    solve: 0.00603955 s
    solve(per iteration): 0.00120791 s
resid in solve_pyamgx: 3.16e-06
time solve_pyamgx: 2.63e-02
time u: 3.08e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.513839e-02
              0             1.82349   1.614845e-03         0.0293
              1              1.8235   1.925284e-04         0.1192
              2              1.8235   3.370070e-05         0.1750
              3              1.8235   8.964399e-06         0.2660
              4              1.8235   2.373559e-06         0.2648
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1339
         Final Residual: 		   2.373559e-06
         Total Reduction in Residual: 	   4.304731e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0220003
    setup: 0.0159772 s
    solve: 0.00602317 s
    solve(per iteration): 0.00120463 s
resid in solve_pyamgx: 2.37e-06
time solve_pyamgx: 6.47e-03
time v: 8.70e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   6.413246e-02
              0             1.82349   1.851237e-03         0.0289
              1              1.8235   2.081141e-04         0.1124
              2              1.8235   3.498890e-05         0.1681
              3              1.8235   8.700127e-06         0.2487
              4              1.8235   2.185795e-06         0.2512
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1278
         Final Residual: 		   2.185795e-06
         Total Reduction in Residual: 	   3.408251e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0219913
    setup: 0.0159772 s
    solve: 0.00601418 s
    solve(per iteration): 0.00120284 s
resid in solve_pyamgx: 2.19e-06
time solve_pyamgx: 6.44e-03
time w: 8.11e-03
area_out 3.2
flow_in 86.76586881112289 flow_out 86.7645387479848 area_out 3.2 flow_out_new 86.7658688111229 uinc: 0.00041564473065136553
xp.sum(su3d) -5.99542637758077e-12
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   7.375998e-01
              0             1.82349   4.538943e-01         0.6154
              1              1.8235   2.182045e-01         0.4807
              2              1.8235   1.052004e-01         0.4821
              3              1.8235   5.251457e-02         0.4992
              4              1.8235   2.708656e-02         0.5158
              5              1.8235   1.391440e-02         0.5137
              6              1.8235   7.231582e-03         0.5197
              7              1.8235   3.916194e-03         0.5415
              8              1.8235   2.138492e-03         0.5461
              9              1.8235   1.150197e-03         0.5379
             10              1.8235   7.710558e-04         0.6704
             11              1.8235   4.514440e-04         0.5855
             12              1.8235   2.483131e-04         0.5500
             13              1.8235   1.302776e-04         0.5247
             14              1.8235   6.845613e-05         0.5255
             15              1.8235   3.614756e-05         0.5280
         --------------------------------------------------------------
         Total Iterations: 16
         Avg Convergence Rate: 		         0.5378
         Final Residual: 		   3.614756e-05
         Total Reduction in Residual: 	   4.900702e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.180097
    setup: 0.138297 s
    solve: 0.0417996 s
    solve(per iteration): 0.00261247 s
resid in solve_px: 3.61e-05
time p: 4.95e-02
time Smag or Wale: 9.54e-07

comm_min_pans:  -1.13e+03, pk_max: 1.02e+03, u2prim_max: 3.95e+00, v2prim_max: 1.30e+00, w2prim_max: 2.93e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5282794622347626 0.8710464687085029 0.6398626761208203
yplus, min,max,mean 27.460871079150074 45.27848703405288 33.26115761340222
uplus, min,max,mean 16.780505398838198 34.23336369985052 24.921177084261274
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        67663            688445   0.00015          0.018
           2(D)         6168            121436   0.00319        0.00295
           3(D)          153               391    0.0167       1.33e-05
         --------------------------------------------------------------
         Grid Complexity: 1.31277
         Operator Complexity: 1.50198
         Total Memory Usage: 0.0452951 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.704210e+00
              0             1.82349   2.438598e-02         0.0066
              1              1.8235   1.669087e-03         0.0684
              2              1.8235   1.537360e-04         0.0921
         --------------------------------------------------------------
         Total Iterations: 3
         Avg Convergence Rate: 		         0.0346
         Final Residual: 		   1.537360e-04
         Total Reduction in Residual: 	   4.150303e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0294238
    setup: 0.0249836 s
    solve: 0.00444029 s
    solve(per iteration): 0.0014801 s
resid in solve_pyamgx: 1.54e-04
time solve_pyamgx: 3.38e-02
time k: 4.64e-02
modify_eps, ustar[-2,-2],[2,2] 0.6288096602073051 0.6303028813287369
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        67632            689414  0.000151          0.018
           2(D)         6039            116673    0.0032        0.00283
           3(D)          119               349    0.0246       1.14e-05
         --------------------------------------------------------------
         Grid Complexity: 1.31195
         Operator Complexity: 1.49961
         Total Memory Usage: 0.0451995 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   1.106455e+02
              0             1.82349   1.082641e-01         0.0010
              1              1.8235   2.449558e-02         0.2263
              2              1.8235   5.583997e-03         0.2280
              3              1.8235   1.324735e-03         0.2372
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0588
         Final Residual: 		   1.324735e-03
         Total Reduction in Residual: 	   1.197279e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0307888
    setup: 0.0250131 s
    solve: 0.00577574 s
    solve(per iteration): 0.00144394 s
resid in solve_pyamgx: 1.32e-03
time solve_pyamgx: 3.51e-02
time eps: 4.21e-02

--time step:  67, iter:1, max residual:1.08e-07, u:2.47e-09, v:1.85e-09, w:1.71e-09, p:1.08e-07, k:9.38e-11, eps:6.32e-13, om:0.00e+00


monitor time step:  67, iter:1, u: 1.71e+01, v:-2.42e-01, w:-1.34e-01, p: 8.31e+00, k: 1.33e+00, eps: 1.94e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  1, umax: 3.22e+01, vismax: 8.05e+02, kmin: 4.16e-02, epsmin: 3.36e-01, ommin: 1.00e+00, fkmax: 5.19e+00

time one iteration: 1.94e-01
vismean_mean 2.352941176470588e-18
modify_u, ustar[-2,-2],[2,2] 0.6288096602073051 0.6303028813287369
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05          0.024
           1(D)        19513            203919  0.000536        0.00532
           2(D)         2154              9136   0.00197       0.000268
         --------------------------------------------------------------
         Grid Complexity: 1.0916
         Operator Complexity: 1.12954
         Total Memory Usage: 0.0295447 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.552627e+00
              0             1.82349   8.899858e-02         0.0251
              1              1.8235   1.016773e-02         0.1142
              2              1.8235   1.878572e-03         0.1848
              3              1.8235   4.692890e-04         0.2498
              4              1.8235   1.167615e-04         0.2488
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1269
         Final Residual: 		   1.167615e-04
         Total Reduction in Residual: 	   3.286625e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0222013
    setup: 0.0161178 s
    solve: 0.00608358 s
    solve(per iteration): 0.00121672 s
resid in solve_pyamgx: 1.17e-04
time solve_pyamgx: 2.66e-02
time u: 3.27e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.432208e+00
              0             1.82349   5.967676e-02         0.0245
              1              1.8235   2.651937e-03         0.0444
              2              1.8235   4.198293e-04         0.1583
              3              1.8235   7.768137e-05         0.1850
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0752
         Final Residual: 		   7.768137e-05
         Total Reduction in Residual: 	   3.193862e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0210265
    setup: 0.0161178 s
    solve: 0.00490874 s
    solve(per iteration): 0.00122718 s
resid in solve_pyamgx: 7.77e-05
time solve_pyamgx: 5.36e-03
time v: 7.66e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.141751e+00
              0             1.82349   7.605413e-02         0.0242
              1              1.8235   6.224998e-03         0.0818
              2              1.8235   1.196502e-03         0.1922
              3              1.8235   2.882402e-04         0.2409
              4              1.8235   6.474979e-05         0.2246
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1156
         Final Residual: 		   6.474979e-05
         Total Reduction in Residual: 	   2.060946e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0221381
    setup: 0.0161178 s
    solve: 0.00602032 s
    solve(per iteration): 0.00120406 s
resid in solve_pyamgx: 6.47e-05
time solve_pyamgx: 6.50e-03
time w: 8.10e-03
area_out 3.2
flow_in 86.76586881112289 flow_out 86.76453885474726 area_out 3.2 flow_out_new 86.76586881112287 uinc: 0.00041561136738366145
xp.sum(su3d) 1.815658734471981e-12
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.573384e+00
              0             1.82349   1.391719e+00         0.5408
              1              1.8235   6.981988e-01         0.5017
              2              1.8235   3.413550e-01         0.4889
              3              1.8235   1.724380e-01         0.5052
              4              1.8235   9.145482e-02         0.5304
              5              1.8235   4.760624e-02         0.5205
              6              1.8235   2.525305e-02         0.5305
              7              1.8235   1.420559e-02         0.5625
              8              1.8235   8.016462e-03         0.5643
              9              1.8235   4.469135e-03         0.5575
             10              1.8235   3.102673e-03         0.6942
             11              1.8235   1.884046e-03         0.6072
             12              1.8235   1.070449e-03         0.5682
             13              1.8235   5.796456e-04         0.5415
             14              1.8235   3.089078e-04         0.5329
             15              1.8235   1.602201e-04         0.5187
             16              1.8235   8.305866e-05         0.5184
         --------------------------------------------------------------
         Total Iterations: 17
         Avg Convergence Rate: 		         0.5443
         Final Residual: 		   8.305866e-05
         Total Reduction in Residual: 	   3.227604e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.182797
    setup: 0.138297 s
    solve: 0.0444999 s
    solve(per iteration): 0.00261764 s
resid in solve_px: 8.31e-05
time p: 5.23e-02
time Smag or Wale: 4.77e-07

comm_min_pans:  -1.12e+03, pk_max: 1.01e+03, u2prim_max: 3.94e+00, v2prim_max: 1.30e+00, w2prim_max: 2.91e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5287786950368284 0.872853279046013 0.6399245492909355
yplus, min,max,mean 27.486822055093786 45.37240812940069 33.26437388673718
uplus, min,max,mean 16.65510165055109 34.41020433827193 24.946425391570518
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        67564            688274  0.000151          0.018
           2(D)         6181            122087    0.0032        0.00296
           3(D)          175               461    0.0151       1.55e-05
         --------------------------------------------------------------
         Grid Complexity: 1.3125
         Operator Complexity: 1.50232
         Total Memory Usage: 0.0453039 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.864498e+00
              0             1.82349   3.966368e-02         0.0103
              1              1.8235   7.235396e-03         0.1824
              2              1.8235   1.847855e-03         0.2554
              3              1.8235   4.853738e-04         0.2627
              4              1.8235   1.353284e-04         0.2788
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1285
         Final Residual: 		   1.353284e-04
         Total Reduction in Residual: 	   3.501835e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0324289
    setup: 0.0251904 s
    solve: 0.00723846 s
    solve(per iteration): 0.00144769 s
resid in solve_pyamgx: 1.35e-04
time solve_pyamgx: 3.68e-02
time k: 4.94e-02
modify_eps, ustar[-2,-2],[2,2] 0.6288557477482509 0.6303316954062985
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 5
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        67624            688750  0.000151          0.018
           2(D)         6055            117255    0.0032        0.00285
           3(D)          157               439    0.0178       1.57e-05
           4(D)            2                 4         1       1.64e-07
         --------------------------------------------------------------
         Grid Complexity: 1.31215
         Operator Complexity: 1.49961
         Total Memory Usage: 0.0452032 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.946647e+02
              0             1.82349   1.286218e+00         0.0022
              1              1.8235   2.707262e-01         0.2105
              2              1.8235   6.198848e-02         0.2290
              3              1.8235   1.591544e-02         0.2567
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0719
         Final Residual: 		   1.591544e-02
         Total Reduction in Residual: 	   2.676373e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0318075
    setup: 0.0258232 s
    solve: 0.00598426 s
    solve(per iteration): 0.00149606 s
resid in solve_pyamgx: 1.59e-02
time solve_pyamgx: 3.62e-02
time eps: 4.31e-02

--time step:  68, iter:0, max residual:2.23e-07, u:9.12e-08, v:6.07e-08, w:5.06e-08, p:2.23e-07, k:8.26e-11, eps:7.59e-12, om:0.00e+00


monitor time step:  68, iter:0, u: 1.70e+01, v:-2.30e-01, w:-2.83e-01, p: 7.67e+00, k: 1.33e+00, eps: 1.94e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  0, umax: 3.23e+01, vismax: 8.06e+02, kmin: 4.09e-02, epsmin: 3.34e-01, ommin: 1.00e+00, fkmax: 4.70e+00

time one iteration: 2.01e-01
modify_u, ustar[-2,-2],[2,2] 0.6288557477482509 0.6303316954062985
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05          0.024
           1(D)        19566            204738  0.000535        0.00534
           2(D)         2195              9591   0.00199        0.00028
         --------------------------------------------------------------
         Grid Complexity: 1.092
         Operator Complexity: 1.13031
         Total Memory Usage: 0.0295778 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   7.600534e-02
              0             1.82349   2.520021e-03         0.0332
              1              1.8235   3.080970e-04         0.1223
              2              1.8235   5.517649e-05         0.1791
              3              1.8235   1.362954e-05         0.2470
              4              1.8235   3.205648e-06         0.2352
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1334
         Final Residual: 		   3.205648e-06
         Total Reduction in Residual: 	   4.217662e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0221195
    setup: 0.016042 s
    solve: 0.00607754 s
    solve(per iteration): 0.00121551 s
resid in solve_pyamgx: 3.21e-06
time solve_pyamgx: 2.64e-02
time u: 3.09e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.538506e-02
              0             1.82349   1.619559e-03         0.0292
              1              1.8235   1.956985e-04         0.1208
              2              1.8235   3.434718e-05         0.1755
              3              1.8235   8.818766e-06         0.2568
              4              1.8235   2.254459e-06         0.2556
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1324
         Final Residual: 		   2.254459e-06
         Total Reduction in Residual: 	   4.070519e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0220633
    setup: 0.016042 s
    solve: 0.00602134 s
    solve(per iteration): 0.00120427 s
resid in solve_pyamgx: 2.25e-06
time solve_pyamgx: 6.49e-03
time v: 8.80e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   6.332628e-02
              0             1.82349   1.834732e-03         0.0290
              1              1.8235   2.060649e-04         0.1123
              2              1.8235   3.517689e-05         0.1707
              3              1.8235   8.773076e-06         0.2494
              4              1.8235   2.197476e-06         0.2505
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1283
         Final Residual: 		   2.197476e-06
         Total Reduction in Residual: 	   3.470085e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0221556
    setup: 0.016042 s
    solve: 0.0061136 s
    solve(per iteration): 0.00122272 s
resid in solve_pyamgx: 2.20e-06
time solve_pyamgx: 6.55e-03
time w: 8.24e-03
area_out 3.2
flow_in 86.76586881112289 flow_out 86.76453855988953 area_out 3.2 flow_out_new 86.76586881112286 uinc: 0.00041570351042352627
xp.sum(su3d) 2.7828850335254174e-12
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   7.443612e-01
              0             1.82349   4.594566e-01         0.6172
              1              1.8235   2.203267e-01         0.4795
              2              1.8235   1.057513e-01         0.4800
              3              1.8235   5.267268e-02         0.4981
              4              1.8235   2.707888e-02         0.5141
              5              1.8235   1.392846e-02         0.5144
              6              1.8235   7.253427e-03         0.5208
              7              1.8235   3.954362e-03         0.5452
              8              1.8235   2.167166e-03         0.5480
              9              1.8235   1.171328e-03         0.5405
             10              1.8235   7.860528e-04         0.6711
             11              1.8235   4.603921e-04         0.5857
             12              1.8235   2.531472e-04         0.5499
             13              1.8235   1.326492e-04         0.5240
             14              1.8235   6.959739e-05         0.5247
             15              1.8235   3.669564e-05         0.5273
         --------------------------------------------------------------
         Total Iterations: 16
         Avg Convergence Rate: 		         0.5380
         Final Residual: 		   3.669564e-05
         Total Reduction in Residual: 	   4.929816e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.180174
    setup: 0.138297 s
    solve: 0.0418772 s
    solve(per iteration): 0.00261732 s
resid in solve_px: 3.67e-05
time p: 4.99e-02
time Smag or Wale: 4.77e-07

comm_min_pans:  -1.09e+03, pk_max: 1.02e+03, u2prim_max: 3.94e+00, v2prim_max: 1.30e+00, w2prim_max: 2.91e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5319019919753077 0.9295437551450336 0.6402303475945469
yplus, min,max,mean 27.649176378327667 48.31927615448971 33.28026980621164
uplus, min,max,mean 16.655429845512558 31.861250591417875 24.934624257849947
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 5
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        67663            689509  0.000151          0.018
           2(D)         6139            120925   0.00321        0.00293
           3(D)          136               410    0.0222       1.43e-05
           4(D)            2                 4         1       1.64e-07
         --------------------------------------------------------------
         Grid Complexity: 1.31258
         Operator Complexity: 1.50234
         Total Memory Usage: 0.0453068 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.673124e+00
              0             1.82349   2.299106e-02         0.0063
              1              1.8235   1.649957e-03         0.0718
              2              1.8235   1.681090e-04         0.1019
         --------------------------------------------------------------
         Total Iterations: 3
         Avg Convergence Rate: 		         0.0358
         Final Residual: 		   1.681090e-04
         Total Reduction in Residual: 	   4.576732e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.030592
    setup: 0.0260357 s
    solve: 0.00455632 s
    solve(per iteration): 0.00151877 s
resid in solve_pyamgx: 1.68e-04
time solve_pyamgx: 3.49e-02
time k: 4.75e-02
modify_eps, ustar[-2,-2],[2,2] 0.6288755898363629 0.6303455105383433
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        67718            690650  0.000151         0.0181
           2(D)         6096            116438   0.00313        0.00283
           3(D)          132               312    0.0179       1.09e-05
         --------------------------------------------------------------
         Grid Complexity: 1.31261
         Operator Complexity: 1.5002
         Total Memory Usage: 0.0452291 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   1.447388e+02
              0             1.82349   1.116891e-01         0.0008
              1              1.8235   2.565921e-02         0.2297
              2              1.8235   5.998740e-03         0.2338
         --------------------------------------------------------------
         Total Iterations: 3
         Avg Convergence Rate: 		         0.0346
         Final Residual: 		   5.998740e-03
         Total Reduction in Residual: 	   4.144527e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0295412
    setup: 0.0251298 s
    solve: 0.00441139 s
    solve(per iteration): 0.00147046 s
resid in solve_pyamgx: 6.00e-03
time solve_pyamgx: 3.40e-02
time eps: 4.10e-02

--time step:  68, iter:1, max residual:1.10e-07, u:2.50e-09, v:1.76e-09, w:1.72e-09, p:1.10e-07, k:1.03e-10, eps:2.86e-12, om:0.00e+00


monitor time step:  68, iter:1, u: 1.70e+01, v:-2.31e-01, w:-2.85e-01, p: 7.59e+00, k: 1.33e+00, eps: 1.94e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  1, umax: 3.23e+01, vismax: 7.90e+02, kmin: 4.09e-02, epsmin: 3.34e-01, ommin: 1.00e+00, fkmax: 5.07e+00

time one iteration: 1.94e-01
vismean_mean 2.318840579710145e-18
modify_u, ustar[-2,-2],[2,2] 0.6288755898363629 0.6303455105383433
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05          0.024
           1(D)        19558            204410  0.000534        0.00533
           2(D)         2162              9180   0.00196        0.00027
         --------------------------------------------------------------
         Grid Complexity: 1.09182
         Operator Complexity: 1.12986
         Total Memory Usage: 0.0295594 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.577338e+00
              0             1.82349   9.007303e-02         0.0252
              1              1.8235   1.024770e-02         0.1138
              2              1.8235   1.863973e-03         0.1819
              3              1.8235   4.603986e-04         0.2470
              4              1.8235   1.070630e-04         0.2325
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1245
         Final Residual: 		   1.070630e-04
         Total Reduction in Residual: 	   2.992811e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.022074
    setup: 0.0160451 s
    solve: 0.00602893 s
    solve(per iteration): 0.00120579 s
resid in solve_pyamgx: 1.07e-04
time solve_pyamgx: 2.64e-02
time u: 3.25e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.444582e+00
              0             1.82349   6.001723e-02         0.0246
              1              1.8235   2.663924e-03         0.0444
              2              1.8235   4.220553e-04         0.1584
              3              1.8235   8.030813e-05         0.1903
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0757
         Final Residual: 		   8.030813e-05
         Total Reduction in Residual: 	   3.285147e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0209172
    setup: 0.0160451 s
    solve: 0.00487216 s
    solve(per iteration): 0.00121804 s
resid in solve_pyamgx: 8.03e-05
time solve_pyamgx: 5.31e-03
time v: 7.62e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.172602e+00
              0             1.82349   7.685898e-02         0.0242
              1              1.8235   6.245557e-03         0.0813
              2              1.8235   1.217546e-03         0.1949
              3              1.8235   2.903017e-04         0.2384
              4              1.8235   6.524011e-05         0.2247
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1155
         Final Residual: 		   6.524011e-05
         Total Reduction in Residual: 	   2.056360e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0220589
    setup: 0.0160451 s
    solve: 0.00601389 s
    solve(per iteration): 0.00120278 s
resid in solve_pyamgx: 6.52e-05
time solve_pyamgx: 6.48e-03
time w: 8.10e-03
area_out 3.2
flow_in 86.76586881112289 flow_out 86.76453866229481 area_out 3.2 flow_out_new 86.76586881112286 uinc: 0.0004156715087733076
xp.sum(su3d) 8.977263377119016e-12
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.594612e+00
              0             1.82349   1.395233e+00         0.5377
              1              1.8235   6.978034e-01         0.5001
              2              1.8235   3.389923e-01         0.4858
              3              1.8235   1.703849e-01         0.5026
              4              1.8235   8.990645e-02         0.5277
              5              1.8235   4.657389e-02         0.5180
              6              1.8235   2.468863e-02         0.5301
              7              1.8235   1.389552e-02         0.5628
              8              1.8235   7.823405e-03         0.5630
              9              1.8235   4.358481e-03         0.5571
             10              1.8235   3.022672e-03         0.6935
             11              1.8235   1.833572e-03         0.6066
             12              1.8235   1.041083e-03         0.5678
             13              1.8235   5.634606e-04         0.5412
             14              1.8235   3.007147e-04         0.5337
             15              1.8235   1.558322e-04         0.5182
             16              1.8235   8.087849e-05         0.5190
         --------------------------------------------------------------
         Total Iterations: 17
         Avg Convergence Rate: 		         0.5432
         Final Residual: 		   8.087849e-05
         Total Reduction in Residual: 	   3.117170e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.18272
    setup: 0.138297 s
    solve: 0.0444232 s
    solve(per iteration): 0.00261313 s
resid in solve_px: 8.09e-05
time p: 5.22e-02
time Smag or Wale: 7.15e-07

comm_min_pans:  -1.14e+03, pk_max: 1.01e+03, u2prim_max: 3.93e+00, v2prim_max: 1.30e+00, w2prim_max: 2.90e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5326320137105616 0.9466963729295474 0.6403161208140569
yplus, min,max,mean 27.68712415822428 49.2108985992804 33.28472844504087
uplus, min,max,mean 16.54317944506413 32.934726353099634 24.958407304900444
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        67607            688971  0.000151          0.018
           2(D)         6229            124405   0.00321        0.00302
           3(D)          167               519    0.0186       1.66e-05
         --------------------------------------------------------------
         Grid Complexity: 1.31285
         Operator Complexity: 1.50423
         Total Memory Usage: 0.045377 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.669479e+00
              0             1.82349   3.932169e-02         0.0107
              1              1.8235   7.058489e-03         0.1795
              2              1.8235   1.753521e-03         0.2484
              3              1.8235   4.623958e-04         0.2637
              4              1.8235   1.318514e-04         0.2851
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1292
         Final Residual: 		   1.318514e-04
         Total Reduction in Residual: 	   3.593190e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0325049
    setup: 0.0252898 s
    solve: 0.0072151 s
    solve(per iteration): 0.00144302 s
resid in solve_pyamgx: 1.32e-04
time solve_pyamgx: 3.69e-02
time k: 4.95e-02
modify_eps, ustar[-2,-2],[2,2] 0.6289194014808807 0.6303526303186631
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        67654            687996   0.00015          0.018
           2(D)         6113            116815   0.00313        0.00284
           3(D)          123               329    0.0217        1.1e-05
         --------------------------------------------------------------
         Grid Complexity: 1.31237
         Operator Complexity: 1.4988
         Total Memory Usage: 0.0451757 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   4.970969e+02
              0             1.82349   1.305212e+00         0.0026
              1              1.8235   2.757975e-01         0.2113
              2              1.8235   6.498198e-02         0.2356
              3              1.8235   1.694025e-02         0.2607
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0764
         Final Residual: 		   1.694025e-02
         Total Reduction in Residual: 	   3.407837e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0311251
    setup: 0.0253495 s
    solve: 0.00577562 s
    solve(per iteration): 0.0014439 s
resid in solve_pyamgx: 1.69e-02
time solve_pyamgx: 3.56e-02
time eps: 4.26e-02

--time step:  69, iter:0, max residual:2.18e-07, u:8.36e-08, v:6.27e-08, w:5.10e-08, p:2.18e-07, k:8.05e-11, eps:8.08e-12, om:0.00e+00


monitor time step:  69, iter:0, u: 1.70e+01, v:-2.18e-01, w:-4.33e-01, p: 6.92e+00, k: 1.33e+00, eps: 1.94e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  0, umax: 3.23e+01, vismax: 8.04e+02, kmin: 4.01e-02, epsmin: 3.32e-01, ommin: 1.00e+00, fkmax: 4.72e+00

time one iteration: 2.01e-01
modify_u, ustar[-2,-2],[2,2] 0.6289194014808807 0.6303526303186631
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05          0.024
           1(D)        19560            204460  0.000534        0.00533
           2(D)         2160              9422   0.00202       0.000275
         --------------------------------------------------------------
         Grid Complexity: 1.09182
         Operator Complexity: 1.13004
         Total Memory Usage: 0.0295659 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   7.638385e-02
              0             1.82349   2.533727e-03         0.0332
              1              1.8235   3.113618e-04         0.1229
              2              1.8235   5.511080e-05         0.1770
              3              1.8235   1.331337e-05         0.2416
              4              1.8235   3.229434e-06         0.2426
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1334
         Final Residual: 		   3.229434e-06
         Total Reduction in Residual: 	   4.227902e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0247011
    setup: 0.0186492 s
    solve: 0.00605187 s
    solve(per iteration): 0.00121037 s
resid in solve_pyamgx: 3.23e-06
time solve_pyamgx: 2.91e-02
time u: 3.36e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.451870e-02
              0             1.82349   1.613720e-03         0.0296
              1              1.8235   2.007008e-04         0.1244
              2              1.8235   3.469011e-05         0.1728
              3              1.8235   8.930905e-06         0.2574
              4              1.8235   2.211256e-06         0.2476
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1323
         Final Residual: 		   2.211256e-06
         Total Reduction in Residual: 	   4.055959e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.024742
    setup: 0.0186492 s
    solve: 0.0060928 s
    solve(per iteration): 0.00121856 s
resid in solve_pyamgx: 2.21e-06
time solve_pyamgx: 6.62e-03
time v: 8.86e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   6.451663e-02
              0             1.82349   1.851889e-03         0.0287
              1              1.8235   2.048584e-04         0.1106
              2              1.8235   3.462330e-05         0.1690
              3              1.8235   8.668227e-06         0.2504
              4              1.8235   2.120403e-06         0.2446
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1269
         Final Residual: 		   2.120403e-06
         Total Reduction in Residual: 	   3.286599e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0246885
    setup: 0.0186492 s
    solve: 0.0060393 s
    solve(per iteration): 0.00120786 s
resid in solve_pyamgx: 2.12e-06
time solve_pyamgx: 6.45e-03
time w: 8.10e-03
area_out 3.2
flow_in 86.76586881112289 flow_out 86.76453837925433 area_out 3.2 flow_out_new 86.76586881112287 uinc: 0.00041575995892273454
xp.sum(su3d) 1.695887874575419e-11
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   7.504354e-01
              0             1.82349   4.615673e-01         0.6151
              1              1.8235   2.219501e-01         0.4809
              2              1.8235   1.059834e-01         0.4775
              3              1.8235   5.269036e-02         0.4972
              4              1.8235   2.697520e-02         0.5120
              5              1.8235   1.387468e-02         0.5143
              6              1.8235   7.266375e-03         0.5237
              7              1.8235   3.977743e-03         0.5474
              8              1.8235   2.179095e-03         0.5478
              9              1.8235   1.178467e-03         0.5408
             10              1.8235   7.896606e-04         0.6701
             11              1.8235   4.617061e-04         0.5847
             12              1.8235   2.533247e-04         0.5487
             13              1.8235   1.331241e-04         0.5255
             14              1.8235   6.987457e-05         0.5249
             15              1.8235   3.663569e-05         0.5243
         --------------------------------------------------------------
         Total Iterations: 16
         Avg Convergence Rate: 		         0.5377
         Final Residual: 		   3.663569e-05
         Total Reduction in Residual: 	   4.881925e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.180382
    setup: 0.138297 s
    solve: 0.0420845 s
    solve(per iteration): 0.00263028 s
resid in solve_px: 3.66e-05
time p: 4.98e-02
time Smag or Wale: 4.77e-07

comm_min_pans:  -1.12e+03, pk_max: 1.01e+03, u2prim_max: 3.93e+00, v2prim_max: 1.30e+00, w2prim_max: 2.90e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.535683866973839 0.9520752339080457 0.6405738731524799
yplus, min,max,mean 27.845764716880144 49.49050100376981 33.29812685297035
uplus, min,max,mean 16.54012023230425 32.99972783833411 24.94781483916954
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 5
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        67549            687835  0.000151          0.018
           2(D)         6196            122856    0.0032        0.00298
           3(D)          161               477    0.0184       1.67e-05
           4(D)            2                 2       0.5       1.19e-07
         --------------------------------------------------------------
         Grid Complexity: 1.31245
         Operator Complexity: 1.50254
         Total Memory Usage: 0.0453124 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.680696e+00
              0             1.82349   1.870698e-02         0.0051
              1              1.8235   1.225311e-03         0.0655
              2              1.8235   1.475694e-04         0.1204
         --------------------------------------------------------------
         Total Iterations: 3
         Avg Convergence Rate: 		         0.0342
         Final Residual: 		   1.475694e-04
         Total Reduction in Residual: 	   4.009281e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0306623
    setup: 0.0260948 s
    solve: 0.00456758 s
    solve(per iteration): 0.00152253 s
resid in solve_pyamgx: 1.48e-04
time solve_pyamgx: 3.50e-02
time k: 4.77e-02
modify_eps, ustar[-2,-2],[2,2] 0.6289382542010071 0.6303575132614643
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        67668            689338  0.000151          0.018
           2(D)         6059            115999   0.00316        0.00282
           3(D)          128               302    0.0184       1.06e-05
         --------------------------------------------------------------
         Grid Complexity: 1.31223
         Operator Complexity: 1.49911
         Total Memory Usage: 0.045185 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   1.445430e+02
              0             1.82349   1.213158e-01         0.0008
              1              1.8235   2.848482e-02         0.2348
              2              1.8235   7.135014e-03         0.2505
         --------------------------------------------------------------
         Total Iterations: 3
         Avg Convergence Rate: 		         0.0367
         Final Residual: 		   7.135014e-03
         Total Reduction in Residual: 	   4.936256e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0296489
    setup: 0.0252373 s
    solve: 0.00441155 s
    solve(per iteration): 0.00147052 s
resid in solve_pyamgx: 7.14e-03
time solve_pyamgx: 3.40e-02
time eps: 4.10e-02

--time step:  69, iter:1, max residual:1.11e-07, u:2.52e-09, v:1.73e-09, w:1.66e-09, p:1.11e-07, k:9.01e-11, eps:3.40e-12, om:0.00e+00


monitor time step:  69, iter:1, u: 1.70e+01, v:-2.20e-01, w:-4.36e-01, p: 6.81e+00, k: 1.33e+00, eps: 1.94e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  1, umax: 3.23e+01, vismax: 7.92e+02, kmin: 4.01e-02, epsmin: 3.32e-01, ommin: 1.00e+00, fkmax: 5.10e+00

time one iteration: 1.97e-01
vismean_mean 2.2857142857142855e-18
modify_u, ustar[-2,-2],[2,2] 0.6289382542010071 0.6303575132614643
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05          0.024
           1(D)        19559            204623  0.000535        0.00533
           2(D)         2177              9369   0.00198       0.000274
         --------------------------------------------------------------
         Grid Complexity: 1.09189
         Operator Complexity: 1.13011
         Total Memory Usage: 0.0295691 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.602020e+00
              0             1.82349   9.122534e-02         0.0253
              1              1.8235   1.029619e-02         0.1129
              2              1.8235   1.863912e-03         0.1810
              3              1.8235   4.545348e-04         0.2439
              4              1.8235   1.099611e-04         0.2419
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1250
         Final Residual: 		   1.099611e-04
         Total Reduction in Residual: 	   3.052763e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0219752
    setup: 0.0159171 s
    solve: 0.00605818 s
    solve(per iteration): 0.00121164 s
resid in solve_pyamgx: 1.10e-04
time solve_pyamgx: 2.63e-02
time u: 3.23e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.456994e+00
              0             1.82349   6.035756e-02         0.0246
              1              1.8235   2.674898e-03         0.0443
              2              1.8235   4.182909e-04         0.1564
              3              1.8235   7.699167e-05         0.1841
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0748
         Final Residual: 		   7.699167e-05
         Total Reduction in Residual: 	   3.133572e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0207667
    setup: 0.0159171 s
    solve: 0.0048496 s
    solve(per iteration): 0.0012124 s
resid in solve_pyamgx: 7.70e-05
time solve_pyamgx: 5.26e-03
time v: 7.45e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.204256e+00
              0             1.82349   7.770834e-02         0.0243
              1              1.8235   6.250529e-03         0.0804
              2              1.8235   1.198303e-03         0.1917
              3              1.8235   2.861727e-04         0.2388
              4              1.8235   6.521832e-05         0.2279
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1153
         Final Residual: 		   6.521832e-05
         Total Reduction in Residual: 	   2.035365e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0219591
    setup: 0.0159171 s
    solve: 0.00604202 s
    solve(per iteration): 0.0012084 s
resid in solve_pyamgx: 6.52e-05
time solve_pyamgx: 6.49e-03
time w: 8.08e-03
area_out 3.2
flow_in 86.7658688111229 flow_out 86.76453847770601 area_out 3.2 flow_out_new 86.76586881112289 uinc: 0.0004157291927775475
xp.sum(su3d) -9.846568005400513e-12
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.608526e+00
              0             1.82349   1.400717e+00         0.5370
              1              1.8235   7.002786e-01         0.4999
              2              1.8235   3.387089e-01         0.4837
              3              1.8235   1.696200e-01         0.5008
              4              1.8235   8.917598e-02         0.5257
              5              1.8235   4.593631e-02         0.5151
              6              1.8235   2.437242e-02         0.5306
              7              1.8235   1.370148e-02         0.5622
              8              1.8235   7.684170e-03         0.5608
              9              1.8235   4.274451e-03         0.5563
             10              1.8235   2.959794e-03         0.6924
             11              1.8235   1.793578e-03         0.6060
             12              1.8235   1.017356e-03         0.5672
             13              1.8235   5.514152e-04         0.5420
             14              1.8235   2.945425e-04         0.5342
             15              1.8235   1.523235e-04         0.5172
             16              1.8235   7.941423e-05         0.5214
         --------------------------------------------------------------
         Total Iterations: 17
         Avg Convergence Rate: 		         0.5424
         Final Residual: 		   7.941423e-05
         Total Reduction in Residual: 	   3.044411e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.182736
    setup: 0.138297 s
    solve: 0.044439 s
    solve(per iteration): 0.00261406 s
resid in solve_px: 7.94e-05
time p: 5.19e-02
time Smag or Wale: 7.15e-07

comm_min_pans:  -1.13e+03, pk_max: 1.00e+03, u2prim_max: 3.93e+00, v2prim_max: 1.30e+00, w2prim_max: 2.88e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5366185651143917 0.9541782433487965 0.6406280207076835
yplus, min,max,mean 27.894351926814558 49.59981903571902 33.300941535612765
uplus, min,max,mean 16.43770375791086 33.81222629418421 24.971758933386003
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        67508            687628  0.000151          0.018
           2(D)         6246            123656   0.00317          0.003
           3(D)          158               424     0.017       1.42e-05
         --------------------------------------------------------------
         Grid Complexity: 1.31247
         Operator Complexity: 1.50287
         Total Memory Usage: 0.0453234 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.948900e+00
              0             1.82349   3.894172e-02         0.0099
              1              1.8235   7.014137e-03         0.1801
              2              1.8235   1.724889e-03         0.2459
              3              1.8235   4.672415e-04         0.2709
              4              1.8235   1.368471e-04         0.2929
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1282
         Final Residual: 		   1.368471e-04
         Total Reduction in Residual: 	   3.465448e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0325384
    setup: 0.0252948 s
    solve: 0.00724355 s
    solve(per iteration): 0.00144871 s
resid in solve_pyamgx: 1.37e-04
time solve_pyamgx: 3.68e-02
time k: 4.93e-02
modify_eps, ustar[-2,-2],[2,2] 0.6289799040931164 0.6303449407604887
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        67546            689208  0.000151          0.018
           2(D)         6067            117375   0.00319        0.00285
           3(D)          145               373    0.0177       1.27e-05
         --------------------------------------------------------------
         Grid Complexity: 1.31182
         Operator Complexity: 1.49993
         Total Memory Usage: 0.0452093 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.419467e+02
              0             1.82349   1.304552e+00         0.0024
              1              1.8235   2.671882e-01         0.2048
              2              1.8235   6.124749e-02         0.2292
              3              1.8235   1.574009e-02         0.2570
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0734
         Final Residual: 		   1.574009e-02
         Total Reduction in Residual: 	   2.904362e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0308532
    setup: 0.0250656 s
    solve: 0.00578765 s
    solve(per iteration): 0.00144691 s
resid in solve_pyamgx: 1.57e-02
time solve_pyamgx: 3.53e-02
time eps: 4.22e-02

--time step:  70, iter:0, max residual:2.13e-07, u:8.59e-08, v:6.01e-08, w:5.10e-08, p:2.13e-07, k:8.35e-11, eps:7.51e-12, om:0.00e+00


monitor time step:  70, iter:0, u: 1.69e+01, v:-2.05e-01, w:-5.85e-01, p: 6.09e+00, k: 1.33e+00, eps: 1.94e+02, om: 1.00e+00


-- cfl_max_x: 4.03e-01, cfl_max_y: 7.18e-01, at i=  0, j=  1


No of points cfl_x > 1:  0, No of points cfl_y > 1:  0


--time step:  1.17e-03, iter:  0, umax: 3.23e+01, vismax: 8.02e+02, kmin: 3.94e-02, epsmin: 3.30e-01, ommin: 1.00e+00, fkmax: 4.69e+00

time one iteration: 2.00e-01
time every 10th time steps: 3.98e+00
modify_u, ustar[-2,-2],[2,2] 0.6289799040931164 0.6303449407604887
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05          0.024
           1(D)        19540            204188  0.000535        0.00532
           2(D)         2215              9653   0.00197       0.000282
         --------------------------------------------------------------
         Grid Complexity: 1.09197
         Operator Complexity: 1.13002
         Total Memory Usage: 0.0295664 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   7.730814e-02
              0             1.82349   2.563241e-03         0.0332
              1              1.8235   3.110637e-04         0.1214
              2              1.8235   5.428732e-05         0.1745
              3              1.8235   1.331649e-05         0.2453
              4              1.8235   3.321981e-06         0.2495
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1339
         Final Residual: 		   3.321981e-06
         Total Reduction in Residual: 	   4.297065e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0227883
    setup: 0.0167508 s
    solve: 0.0060375 s
    solve(per iteration): 0.0012075 s
resid in solve_pyamgx: 3.32e-06
time solve_pyamgx: 2.72e-02
time u: 3.16e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.398889e-02
              0             1.82349   1.601512e-03         0.0297
              1              1.8235   2.010919e-04         0.1256
              2              1.8235   3.477625e-05         0.1729
              3              1.8235   8.902344e-06         0.2560
              4              1.8235   2.249341e-06         0.2527
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1330
         Final Residual: 		   2.249341e-06
         Total Reduction in Residual: 	   4.166304e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0227745
    setup: 0.0167508 s
    solve: 0.00602368 s
    solve(per iteration): 0.00120474 s
resid in solve_pyamgx: 2.25e-06
time solve_pyamgx: 6.53e-03
time v: 8.73e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   6.390845e-02
              0             1.82349   1.838815e-03         0.0288
              1              1.8235   2.026057e-04         0.1102
              2              1.8235   3.388444e-05         0.1672
              3              1.8235   8.455678e-06         0.2495
              4              1.8235   2.076407e-06         0.2456
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1266
         Final Residual: 		   2.076407e-06
         Total Reduction in Residual: 	   3.249034e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0227822
    setup: 0.0167508 s
    solve: 0.00603142 s
    solve(per iteration): 0.00120628 s
resid in solve_pyamgx: 2.08e-06
time solve_pyamgx: 6.46e-03
time w: 8.16e-03
area_out 3.2
flow_in 86.7658688111229 flow_out 86.76453820540769 area_out 3.2 flow_out_new 86.76586881112291 uinc: 0.00041581428600334647
xp.sum(su3d) -1.1581180459074858e-11
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   7.544103e-01
              0             1.82349   4.644968e-01         0.6157
              1              1.8235   2.247758e-01         0.4839
              2              1.8235   1.067693e-01         0.4750
              3              1.8235   5.280389e-02         0.4946
              4              1.8235   2.693969e-02         0.5102
              5              1.8235   1.384738e-02         0.5140
              6              1.8235   7.283956e-03         0.5260
              7              1.8235   3.990350e-03         0.5478
              8              1.8235   2.184096e-03         0.5473
              9              1.8235   1.184028e-03         0.5421
             10              1.8235   7.929545e-04         0.6697
             11              1.8235   4.628746e-04         0.5837
             12              1.8235   2.532851e-04         0.5472
             13              1.8235   1.328909e-04         0.5247
             14              1.8235   6.962545e-05         0.5239
             15              1.8235   3.613178e-05         0.5189
         --------------------------------------------------------------
         Total Iterations: 16
         Avg Convergence Rate: 		         0.5371
         Final Residual: 		   3.613178e-05
         Total Reduction in Residual: 	   4.789407e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.180158
    setup: 0.138297 s
    solve: 0.0418611 s
    solve(per iteration): 0.00261632 s
resid in solve_px: 3.61e-05
time p: 4.93e-02
time Smag or Wale: 4.77e-07

comm_min_pans:  -1.12e+03, pk_max: 1.01e+03, u2prim_max: 3.93e+00, v2prim_max: 1.30e+00, w2prim_max: 2.88e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5393765672964512 0.9881805320356489 0.6409742103087335
yplus, min,max,mean 28.037717603074547 51.367316227595005 33.31893706389463
uplus, min,max,mean 16.4297784350006 33.866101126451404 24.957795880601704
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        67467            688553  0.000151          0.018
           2(D)         6196            122288   0.00319        0.00297
           3(D)          146               410    0.0192       1.35e-05
         --------------------------------------------------------------
         Grid Complexity: 1.31203
         Operator Complexity: 1.50259
         Total Memory Usage: 0.0453079 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.741901e+00
              0             1.82349   2.064290e-02         0.0055
              1              1.8235   1.245882e-03         0.0604
              2              1.8235   1.454968e-04         0.1168
         --------------------------------------------------------------
         Total Iterations: 3
         Avg Convergence Rate: 		         0.0339
         Final Residual: 		   1.454968e-04
         Total Reduction in Residual: 	   3.888314e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0296879
    setup: 0.0252765 s
    solve: 0.00441139 s
    solve(per iteration): 0.00147046 s
resid in solve_pyamgx: 1.45e-04
time solve_pyamgx: 3.40e-02
time k: 4.63e-02
modify_eps, ustar[-2,-2],[2,2] 0.628997820121768 0.630341729305791
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        67640            689908  0.000151          0.018
           2(D)         6060            115250   0.00314         0.0028
           3(D)          119               297     0.021       1.02e-05
         --------------------------------------------------------------
         Grid Complexity: 1.31207
         Operator Complexity: 1.499
         Total Memory Usage: 0.0451791 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   1.506463e+02
              0             1.82349   1.161993e-01         0.0008
              1              1.8235   2.559178e-02         0.2202
              2              1.8235   5.876871e-03         0.2296
         --------------------------------------------------------------
         Total Iterations: 3
         Avg Convergence Rate: 		         0.0339
         Final Residual: 		   5.876871e-03
         Total Reduction in Residual: 	   3.901105e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0295203
    setup: 0.0251081 s
    solve: 0.00441216 s
    solve(per iteration): 0.00147072 s
resid in solve_pyamgx: 5.88e-03
time solve_pyamgx: 3.38e-02
time eps: 4.08e-02

--time step:  70, iter:1, max residual:1.11e-07, u:2.60e-09, v:1.76e-09, w:1.62e-09, p:1.11e-07, k:8.88e-11, eps:2.80e-12, om:0.00e+00


monitor time step:  70, iter:1, u: 1.69e+01, v:-2.07e-01, w:-5.88e-01, p: 5.96e+00, k: 1.33e+00, eps: 1.94e+02, om: 1.00e+00


-- cfl_max_x: 4.03e-01, cfl_max_y: 7.27e-01, at i=  0, j=  1


No of points cfl_x > 1:  0, No of points cfl_y > 1:  0


--time step:  1.17e-03, iter:  1, umax: 3.23e+01, vismax: 7.86e+02, kmin: 3.94e-02, epsmin: 3.30e-01, ommin: 1.00e+00, fkmax: 5.08e+00

time one iteration: 1.94e-01
vismean_mean 2.2535211267605633e-18
modify_u, ustar[-2,-2],[2,2] 0.628997820121768 0.630341729305791
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05          0.024
           1(D)        19636            205852  0.000534        0.00537
           2(D)         2177              9305   0.00196       0.000273
         --------------------------------------------------------------
         Grid Complexity: 1.09222
         Operator Complexity: 1.13082
         Total Memory Usage: 0.0295991 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.626839e+00
              0             1.82349   9.232028e-02         0.0255
              1              1.8235   1.041564e-02         0.1128
              2              1.8235   1.874073e-03         0.1799
              3              1.8235   4.549202e-04         0.2427
              4              1.8235   1.060980e-04         0.2332
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1239
         Final Residual: 		   1.060980e-04
         Total Reduction in Residual: 	   2.925358e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0221697
    setup: 0.0160993 s
    solve: 0.0060704 s
    solve(per iteration): 0.00121408 s
resid in solve_pyamgx: 1.06e-04
time solve_pyamgx: 2.65e-02
time u: 3.25e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.469455e+00
              0             1.82349   6.071012e-02         0.0246
              1              1.8235   2.708310e-03         0.0446
              2              1.8235   4.373766e-04         0.1615
              3              1.8235   8.191813e-05         0.1873
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0759
         Final Residual: 		   8.191813e-05
         Total Reduction in Residual: 	   3.317256e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0209192
    setup: 0.0160993 s
    solve: 0.0048199 s
    solve(per iteration): 0.00120498 s
resid in solve_pyamgx: 8.19e-05
time solve_pyamgx: 5.23e-03
time v: 7.58e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.236311e+00
              0             1.82349   7.842236e-02         0.0242
              1              1.8235   6.286481e-03         0.0802
              2              1.8235   1.181770e-03         0.1880
              3              1.8235   2.782706e-04         0.2355
              4              1.8235   6.452772e-05         0.2319
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1148
         Final Residual: 		   6.452772e-05
         Total Reduction in Residual: 	   1.993866e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0221545
    setup: 0.0160993 s
    solve: 0.00605517 s
    solve(per iteration): 0.00121103 s
resid in solve_pyamgx: 6.45e-05
time solve_pyamgx: 6.52e-03
time w: 8.10e-03
area_out 3.2
flow_in 86.76586881112287 flow_out 86.76453829780074 area_out 3.2 flow_out_new 86.76586881112287 uinc: 0.00041578541316589224
xp.sum(su3d) 8.110179194886769e-12
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.631316e+00
              0             1.82349   1.406767e+00         0.5346
              1              1.8235   7.047032e-01         0.5009
              2              1.8235   3.392422e-01         0.4814
              3              1.8235   1.689104e-01         0.4979
              4              1.8235   8.840518e-02         0.5234
              5              1.8235   4.522564e-02         0.5116
              6              1.8235   2.400831e-02         0.5309
              7              1.8235   1.348999e-02         0.5619
              8              1.8235   7.552021e-03         0.5598
              9              1.8235   4.198131e-03         0.5559
             10              1.8235   2.902441e-03         0.6914
             11              1.8235   1.755939e-03         0.6050
             12              1.8235   9.932004e-04         0.5656
             13              1.8235   5.366544e-04         0.5403
             14              1.8235   2.865614e-04         0.5340
             15              1.8235   1.482569e-04         0.5174
             16              1.8235   7.792354e-05         0.5256
         --------------------------------------------------------------
         Total Iterations: 17
         Avg Convergence Rate: 		         0.5415
         Final Residual: 		   7.792354e-05
         Total Reduction in Residual: 	   2.961390e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.182922
    setup: 0.138297 s
    solve: 0.0446246 s
    solve(per iteration): 0.00262498 s
resid in solve_px: 7.79e-05
time p: 5.24e-02
time Smag or Wale: 9.54e-07

comm_min_pans:  -1.09e+03, pk_max: 1.00e+03, u2prim_max: 3.92e+00, v2prim_max: 1.29e+00, w2prim_max: 2.85e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5404128896012204 0.999617126866169 0.6410442680247229
yplus, min,max,mean 28.09158741108739 51.96181001104976 33.32257878393944
uplus, min,max,mean 16.33516615474048 34.32853502982902 24.980427527894378
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        67456            688374  0.000151          0.018
           2(D)         6165            122171   0.00321        0.00296
           3(D)          159               547    0.0216        1.7e-05
         --------------------------------------------------------------
         Grid Complexity: 1.31191
         Operator Complexity: 1.50249
         Total Memory Usage: 0.0453028 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.326544e+00
              0             1.82349   3.957225e-02         0.0119
              1              1.8235   6.836851e-03         0.1728
              2              1.8235   1.646488e-03         0.2408
              3              1.8235   4.475910e-04         0.2718
              4              1.8235   1.309792e-04         0.2926
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1315
         Final Residual: 		   1.309792e-04
         Total Reduction in Residual: 	   3.937396e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.032374
    setup: 0.0251181 s
    solve: 0.00725581 s
    solve(per iteration): 0.00145116 s
resid in solve_pyamgx: 1.31e-04
time solve_pyamgx: 3.68e-02
time k: 4.93e-02
modify_eps, ustar[-2,-2],[2,2] 0.6290374253387241 0.630311925469818
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        67603            689967  0.000151          0.018
           2(D)         6064            117214   0.00319        0.00285
           3(D)          121               297    0.0203       1.03e-05
         --------------------------------------------------------------
         Grid Complexity: 1.31194
         Operator Complexity: 1.50025
         Total Memory Usage: 0.0452227 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   4.197659e+02
              0             1.82349   1.288258e+00         0.0031
              1              1.8235   2.586745e-01         0.2008
              2              1.8235   6.113490e-02         0.2363
              3              1.8235   1.570532e-02         0.2569
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0782
         Final Residual: 		   1.570532e-02
         Total Reduction in Residual: 	   3.741447e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0309578
    setup: 0.0251436 s
    solve: 0.00581427 s
    solve(per iteration): 0.00145357 s
resid in solve_pyamgx: 1.57e-02
time solve_pyamgx: 3.54e-02
time eps: 4.23e-02

--time step:  71, iter:0, max residual:2.08e-07, u:8.29e-08, v:6.40e-08, w:5.04e-08, p:2.08e-07, k:7.99e-11, eps:7.49e-12, om:0.00e+00


monitor time step:  71, iter:0, u: 1.68e+01, v:-1.91e-01, w:-7.36e-01, p: 5.22e+00, k: 1.33e+00, eps: 1.94e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  0, umax: 3.23e+01, vismax: 7.89e+02, kmin: 3.87e-02, epsmin: 3.28e-01, ommin: 1.00e+00, fkmax: 4.68e+00

time one iteration: 2.00e-01
modify_u, ustar[-2,-2],[2,2] 0.6290374253387241 0.630311925469818
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05          0.024
           1(D)        19571            204549  0.000534        0.00533
           2(D)         2174              9220   0.00195       0.000271
         --------------------------------------------------------------
         Grid Complexity: 1.09193
         Operator Complexity: 1.12997
         Total Memory Usage: 0.0295646 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   7.784479e-02
              0             1.82349   2.572543e-03         0.0330
              1              1.8235   3.117847e-04         0.1212
              2              1.8235   5.478066e-05         0.1757
              3              1.8235   1.343887e-05         0.2453
              4              1.8235   3.429062e-06         0.2552
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1345
         Final Residual: 		   3.429062e-06
         Total Reduction in Residual: 	   4.404998e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0228914
    setup: 0.0168269 s
    solve: 0.00606454 s
    solve(per iteration): 0.00121291 s
resid in solve_pyamgx: 3.43e-06
time solve_pyamgx: 2.72e-02
time u: 3.16e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.377612e-02
              0             1.82349   1.612249e-03         0.0300
              1              1.8235   2.098546e-04         0.1302
              2              1.8235   3.698275e-05         0.1762
              3              1.8235   9.404693e-06         0.2543
              4              1.8235   2.370668e-06         0.2521
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1345
         Final Residual: 		   2.370668e-06
         Total Reduction in Residual: 	   4.408403e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0228648
    setup: 0.0168269 s
    solve: 0.00603795 s
    solve(per iteration): 0.00120759 s
resid in solve_pyamgx: 2.37e-06
time solve_pyamgx: 6.50e-03
time v: 8.70e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   6.482050e-02
              0             1.82349   1.851237e-03         0.0286
              1              1.8235   2.032896e-04         0.1098
              2              1.8235   3.382382e-05         0.1664
              3              1.8235   8.263384e-06         0.2443
              4              1.8235   2.018959e-06         0.2443
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1255
         Final Residual: 		   2.018959e-06
         Total Reduction in Residual: 	   3.114693e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0228546
    setup: 0.0168269 s
    solve: 0.00602768 s
    solve(per iteration): 0.00120554 s
resid in solve_pyamgx: 2.02e-06
time solve_pyamgx: 6.49e-03
time w: 8.12e-03
area_out 3.2
flow_in 86.76586881112287 flow_out 86.76453803715012 area_out 3.2 flow_out_new 86.76586881112284 uinc: 0.00041586686648553695
xp.sum(su3d) 1.9447776722358867e-11
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   7.623535e-01
              0             1.82349   4.670401e-01         0.6126
              1              1.8235   2.275509e-01         0.4872
              2              1.8235   1.079918e-01         0.4746
              3              1.8235   5.321392e-02         0.4928
              4              1.8235   2.709981e-02         0.5093
              5              1.8235   1.391181e-02         0.5134
              6              1.8235   7.360269e-03         0.5291
              7              1.8235   4.028622e-03         0.5473
              8              1.8235   2.199325e-03         0.5459
              9              1.8235   1.190979e-03         0.5415
             10              1.8235   7.972221e-04         0.6694
             11              1.8235   4.635546e-04         0.5815
             12              1.8235   2.537282e-04         0.5474
             13              1.8235   1.331992e-04         0.5250
             14              1.8235   6.976266e-05         0.5237
             15              1.8235   3.586673e-05         0.5141
         --------------------------------------------------------------
         Total Iterations: 16
         Avg Convergence Rate: 		         0.5365
         Final Residual: 		   3.586673e-05
         Total Reduction in Residual: 	   4.704737e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.180209
    setup: 0.138297 s
    solve: 0.0419123 s
    solve(per iteration): 0.00261952 s
resid in solve_px: 3.59e-05
time p: 4.95e-02
time Smag or Wale: 4.77e-07

comm_min_pans:  -1.14e+03, pk_max: 1.01e+03, u2prim_max: 3.92e+00, v2prim_max: 1.29e+00, w2prim_max: 2.85e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.542680754006226 1.0036067266822701 0.6412351149670873
yplus, min,max,mean 28.209474886378214 52.16919624133003 33.33249933481218
uplus, min,max,mean 16.324798856691288 34.370123423817695 24.973158612736608
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 5
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        67470            688336  0.000151          0.018
           2(D)         6257            125103    0.0032        0.00303
           3(D)          146               462    0.0217       1.58e-05
           4(D)            3                 5     0.556       2.16e-07
         --------------------------------------------------------------
         Grid Complexity: 1.31231
         Operator Complexity: 1.50423
         Total Memory Usage: 0.0453718 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.799169e+00
              0             1.82349   2.302371e-02         0.0061
              1              1.8235   1.933482e-03         0.0840
              2              1.8235   1.896500e-04         0.0981
         --------------------------------------------------------------
         Total Iterations: 3
         Avg Convergence Rate: 		         0.0368
         Final Residual: 		   1.896500e-04
         Total Reduction in Residual: 	   4.991881e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0308632
    setup: 0.0263027 s
    solve: 0.00456051 s
    solve(per iteration): 0.00152017 s
resid in solve_pyamgx: 1.90e-04
time solve_pyamgx: 3.51e-02
time k: 4.76e-02
modify_eps, ustar[-2,-2],[2,2] 0.6290544522467411 0.6303020883678279
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 5
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        67444            688262  0.000151          0.018
           2(D)         6048            117116    0.0032        0.00285
           3(D)          145               371    0.0176       1.37e-05
           4(D)            2                 2       0.5       1.19e-07
         --------------------------------------------------------------
         Grid Complexity: 1.31131
         Operator Complexity: 1.49918
         Total Memory Usage: 0.0451772 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   1.557845e+02
              0             1.82349   1.284627e-01         0.0008
              1              1.8235   2.700043e-02         0.2102
              2              1.8235   6.505752e-03         0.2409
         --------------------------------------------------------------
         Total Iterations: 3
         Avg Convergence Rate: 		         0.0347
         Final Residual: 		   6.505752e-03
         Total Reduction in Residual: 	   4.176123e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0305357
    setup: 0.0259564 s
    solve: 0.00457933 s
    solve(per iteration): 0.00152644 s
resid in solve_pyamgx: 6.51e-03
time solve_pyamgx: 3.49e-02
time eps: 4.19e-02

--time step:  71, iter:1, max residual:1.11e-07, u:2.68e-09, v:1.85e-09, w:1.58e-09, p:1.11e-07, k:1.16e-10, eps:3.10e-12, om:0.00e+00


monitor time step:  71, iter:1, u: 1.68e+01, v:-1.94e-01, w:-7.40e-01, p: 5.06e+00, k: 1.33e+00, eps: 1.94e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  1, umax: 3.23e+01, vismax: 7.72e+02, kmin: 3.87e-02, epsmin: 3.28e-01, ommin: 1.00e+00, fkmax: 5.16e+00

time one iteration: 1.95e-01
vismean_mean 2.2222222222222222e-18
modify_u, ustar[-2,-2],[2,2] 0.6290544522467411 0.6303020883678279
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05          0.024
           1(D)        19613            205103  0.000533        0.00535
           2(D)         2199              9371   0.00194       0.000275
         --------------------------------------------------------------
         Grid Complexity: 1.09221
         Operator Complexity: 1.1304
         Total Memory Usage: 0.0295836 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.651822e+00
              0             1.82349   9.355403e-02         0.0256
              1              1.8235   1.054787e-02         0.1127
              2              1.8235   1.897393e-03         0.1799
              3              1.8235   4.651541e-04         0.2452
              4              1.8235   1.103844e-04         0.2373
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1248
         Final Residual: 		   1.103844e-04
         Total Reduction in Residual: 	   3.022723e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0221775
    setup: 0.0161214 s
    solve: 0.00605613 s
    solve(per iteration): 0.00121123 s
resid in solve_pyamgx: 1.10e-04
time solve_pyamgx: 2.65e-02
time u: 3.25e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.482213e+00
              0             1.82349   6.106054e-02         0.0246
              1              1.8235   2.698244e-03         0.0442
              2              1.8235   4.328785e-04         0.1604
              3              1.8235   8.061113e-05         0.1862
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0755
         Final Residual: 		   8.061113e-05
         Total Reduction in Residual: 	   3.247551e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0209816
    setup: 0.0161214 s
    solve: 0.00486022 s
    solve(per iteration): 0.00121506 s
resid in solve_pyamgx: 8.06e-05
time solve_pyamgx: 5.32e-03
time v: 7.55e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.268514e+00
              0             1.82349   7.911782e-02         0.0242
              1              1.8235   6.281879e-03         0.0794
              2              1.8235   1.192546e-03         0.1898
              3              1.8235   2.871773e-04         0.2408
              4              1.8235   6.657139e-05         0.2318
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1153
         Final Residual: 		   6.657139e-05
         Total Reduction in Residual: 	   2.036748e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0221362
    setup: 0.0161214 s
    solve: 0.00601478 s
    solve(per iteration): 0.00120296 s
resid in solve_pyamgx: 6.66e-05
time solve_pyamgx: 6.43e-03
time w: 8.05e-03
area_out 3.2
flow_in 86.76586881112289 flow_out 86.7645381243223 area_out 3.2 flow_out_new 86.76586881112289 uinc: 0.0004158396251829899
xp.sum(su3d) 5.664801960847399e-12
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.650371e+00
              0             1.82349   1.413237e+00         0.5332
              1              1.8235   7.084568e-01         0.5013
              2              1.8235   3.402865e-01         0.4803
              3              1.8235   1.691593e-01         0.4971
              4              1.8235   8.835941e-02         0.5223
              5              1.8235   4.488603e-02         0.5080
              6              1.8235   2.383393e-02         0.5310
              7              1.8235   1.339683e-02         0.5621
              8              1.8235   7.476797e-03         0.5581
              9              1.8235   4.143911e-03         0.5542
             10              1.8235   2.857238e-03         0.6895
             11              1.8235   1.722701e-03         0.6029
             12              1.8235   9.728241e-04         0.5647
             13              1.8235   5.243366e-04         0.5390
             14              1.8235   2.797077e-04         0.5335
             15              1.8235   1.447504e-04         0.5175
             16              1.8235   7.676069e-05         0.5303
         --------------------------------------------------------------
         Total Iterations: 17
         Avg Convergence Rate: 		         0.5408
         Final Residual: 		   7.676069e-05
         Total Reduction in Residual: 	   2.896224e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.182805
    setup: 0.138297 s
    solve: 0.0445076 s
    solve(per iteration): 0.0026181 s
resid in solve_px: 7.68e-05
time p: 5.23e-02
time Smag or Wale: 1.19e-06

comm_min_pans:  -1.13e+03, pk_max: 1.00e+03, u2prim_max: 3.91e+00, v2prim_max: 1.29e+00, w2prim_max: 2.83e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5436533810914718 1.0063952059879275 0.6412802060348111
yplus, min,max,mean 28.260033707807764 52.31414617066403 33.33484324572695
uplus, min,max,mean 16.24117643207044 34.4296388096798 24.996026227780476
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        67416            687724  0.000151          0.018
           2(D)         6181            122731   0.00321        0.00298
           3(D)          136               396    0.0214       1.29e-05
         --------------------------------------------------------------
         Grid Complexity: 1.31171
         Operator Complexity: 1.50234
         Total Memory Usage: 0.0452951 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   4.338100e+00
              0             1.82349   3.902496e-02         0.0090
              1              1.8235   6.860227e-03         0.1758
              2              1.8235   1.688637e-03         0.2461
              3              1.8235   4.669225e-04         0.2765
              4              1.8235   1.336250e-04         0.2862
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1252
         Final Residual: 		   1.336250e-04
         Total Reduction in Residual: 	   3.080266e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0323371
    setup: 0.0251293 s
    solve: 0.00720781 s
    solve(per iteration): 0.00144156 s
resid in solve_pyamgx: 1.34e-04
time solve_pyamgx: 3.68e-02
time k: 4.93e-02
modify_eps, ustar[-2,-2],[2,2] 0.6290921199041799 0.630258920508877
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        67341            687959  0.000152          0.018
           2(D)         6046            116860    0.0032        0.00284
           3(D)          109               275    0.0231       9.41e-06
         --------------------------------------------------------------
         Grid Complexity: 1.31071
         Operator Complexity: 1.49877
         Total Memory Usage: 0.0451543 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   6.866464e+02
              0             1.82349   1.317765e+00         0.0019
              1              1.8235   2.679167e-01         0.2033
              2              1.8235   6.315577e-02         0.2357
              3              1.8235   1.609776e-02         0.2549
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0696
         Final Residual: 		   1.609776e-02
         Total Reduction in Residual: 	   2.344404e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0309416
    setup: 0.0251396 s
    solve: 0.00580198 s
    solve(per iteration): 0.0014505 s
resid in solve_pyamgx: 1.61e-02
time solve_pyamgx: 3.52e-02
time eps: 4.22e-02

--time step:  72, iter:0, max residual:2.03e-07, u:8.62e-08, v:6.30e-08, w:5.20e-08, p:2.03e-07, k:8.16e-11, eps:7.68e-12, om:0.00e+00


monitor time step:  72, iter:0, u: 1.67e+01, v:-1.77e-01, w:-8.86e-01, p: 4.31e+00, k: 1.33e+00, eps: 1.94e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  0, umax: 3.23e+01, vismax: 7.92e+02, kmin: 3.80e-02, epsmin: 3.26e-01, ommin: 1.00e+00, fkmax: 4.64e+00

time one iteration: 2.00e-01
modify_u, ustar[-2,-2],[2,2] 0.6290921199041799 0.630258920508877
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05          0.024
           1(D)        19609            205003  0.000533        0.00535
           2(D)         2181              9383   0.00197       0.000275
         --------------------------------------------------------------
         Grid Complexity: 1.09212
         Operator Complexity: 1.13035
         Total Memory Usage: 0.0295807 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   7.905218e-02
              0             1.82349   2.592316e-03         0.0328
              1              1.8235   3.153523e-04         0.1216
              2              1.8235   5.726017e-05         0.1816
              3              1.8235   1.409201e-05         0.2461
              4              1.8235   3.659915e-06         0.2597
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1359
         Final Residual: 		   3.659915e-06
         Total Reduction in Residual: 	   4.629746e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.022154
    setup: 0.0161207 s
    solve: 0.00603328 s
    solve(per iteration): 0.00120666 s
resid in solve_pyamgx: 3.66e-06
time solve_pyamgx: 2.65e-02
time u: 3.09e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.362043e-02
              0             1.82349   1.614701e-03         0.0301
              1              1.8235   2.178961e-04         0.1349
              2              1.8235   3.898903e-05         0.1789
              3              1.8235   9.741313e-06         0.2498
              4              1.8235   2.439631e-06         0.2504
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1354
         Final Residual: 		   2.439631e-06
         Total Reduction in Residual: 	   4.549816e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0221357
    setup: 0.0161207 s
    solve: 0.00601498 s
    solve(per iteration): 0.001203 s
resid in solve_pyamgx: 2.44e-06
time solve_pyamgx: 6.45e-03
time v: 8.71e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   6.390114e-02
              0             1.82349   1.830666e-03         0.0286
              1              1.8235   2.016194e-04         0.1101
              2              1.8235   3.432259e-05         0.1702
              3              1.8235   8.362968e-06         0.2437
              4              1.8235   2.074284e-06         0.2480
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1266
         Final Residual: 		   2.074284e-06
         Total Reduction in Residual: 	   3.246083e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0221442
    setup: 0.0161207 s
    solve: 0.00602352 s
    solve(per iteration): 0.0012047 s
resid in solve_pyamgx: 2.07e-06
time solve_pyamgx: 6.47e-03
time w: 8.14e-03
area_out 3.2
flow_in 86.76586881112289 flow_out 86.76453787419022 area_out 3.2 flow_out_new 86.7658688111229 uinc: 0.0004159177914564438
xp.sum(su3d) -1.0240475134537519e-11
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   7.706237e-01
              0             1.82349   4.718565e-01         0.6123
              1              1.8235   2.311041e-01         0.4898
              2              1.8235   1.097912e-01         0.4751
              3              1.8235   5.370433e-02         0.4891
              4              1.8235   2.727994e-02         0.5080
              5              1.8235   1.395457e-02         0.5115
              6              1.8235   7.397212e-03         0.5301
              7              1.8235   4.040201e-03         0.5462
              8              1.8235   2.204214e-03         0.5456
              9              1.8235   1.195089e-03         0.5422
             10              1.8235   8.001249e-04         0.6695
             11              1.8235   4.656751e-04         0.5820
             12              1.8235   2.546254e-04         0.5468
             13              1.8235   1.330844e-04         0.5227
             14              1.8235   6.959051e-05         0.5229
             15              1.8235   3.529077e-05         0.5071
         --------------------------------------------------------------
         Total Iterations: 16
         Avg Convergence Rate: 		         0.5356
         Final Residual: 		   3.529077e-05
         Total Reduction in Residual: 	   4.579507e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.180072
    setup: 0.138297 s
    solve: 0.0417751 s
    solve(per iteration): 0.00261094 s
resid in solve_px: 3.53e-05
time p: 4.93e-02
time Smag or Wale: 4.77e-07

comm_min_pans:  -1.09e+03, pk_max: 1.00e+03, u2prim_max: 3.91e+00, v2prim_max: 1.29e+00, w2prim_max: 2.83e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.545307014593691 0.9940908573719341 0.6416171515150465
yplus, min,max,mean 28.345992408955276 51.674545059488224 33.35235824877913
uplus, min,max,mean 16.275888213795493 32.1580752893092 24.98282801619547
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        67509            689401  0.000151          0.018
           2(D)         6190            123816   0.00323          0.003
           3(D)          136               352     0.019       1.19e-05
         --------------------------------------------------------------
         Grid Complexity: 1.31214
         Operator Complexity: 1.50403
         Total Memory Usage: 0.0453612 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.792698e+00
              0             1.82349   2.051664e-02         0.0054
              1              1.8235   1.449277e-03         0.0706
              2              1.8235   1.527031e-04         0.1054
         --------------------------------------------------------------
         Total Iterations: 3
         Avg Convergence Rate: 		         0.0343
         Final Residual: 		   1.527031e-04
         Total Reduction in Residual: 	   4.026240e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0295895
    setup: 0.0251879 s
    solve: 0.0044016 s
    solve(per iteration): 0.0014672 s
resid in solve_pyamgx: 1.53e-04
time solve_pyamgx: 3.39e-02
time k: 4.63e-02
modify_eps, ustar[-2,-2],[2,2] 0.6291083030761402 0.6302440565146589
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        67508            690228  0.000151          0.018
           2(D)         6086            117234   0.00317        0.00285
           3(D)          117               269    0.0197       9.51e-06
         --------------------------------------------------------------
         Grid Complexity: 1.31162
         Operator Complexity: 1.50041
         Total Memory Usage: 0.0452243 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   1.795805e+02
              0             1.82349   1.232149e-01         0.0007
              1              1.8235   2.789854e-02         0.2264
              2              1.8235   6.745004e-03         0.2418
         --------------------------------------------------------------
         Total Iterations: 3
         Avg Convergence Rate: 		         0.0335
         Final Residual: 		   6.745004e-03
         Total Reduction in Residual: 	   3.755977e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0294726
    setup: 0.0250429 s
    solve: 0.00442966 s
    solve(per iteration): 0.00147655 s
resid in solve_pyamgx: 6.75e-03
time solve_pyamgx: 3.38e-02
time eps: 4.08e-02

--time step:  72, iter:1, max residual:1.10e-07, u:2.86e-09, v:1.91e-09, w:1.62e-09, p:1.10e-07, k:9.32e-11, eps:3.22e-12, om:0.00e+00


monitor time step:  72, iter:1, u: 1.67e+01, v:-1.80e-01, w:-8.91e-01, p: 4.13e+00, k: 1.33e+00, eps: 1.94e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  1, umax: 3.23e+01, vismax: 7.82e+02, kmin: 3.80e-02, epsmin: 3.26e-01, ommin: 1.00e+00, fkmax: 5.07e+00

time one iteration: 1.92e-01
vismean_mean 2.1917808219178082e-18
modify_u, ustar[-2,-2],[2,2] 0.6291083030761402 0.6302440565146589
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05          0.024
           1(D)        19601            204817  0.000533        0.00534
           2(D)         2194              9432   0.00196       0.000276
         --------------------------------------------------------------
         Grid Complexity: 1.09214
         Operator Complexity: 1.13026
         Total Memory Usage: 0.0295778 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.676918e+00
              0             1.82349   9.481138e-02         0.0258
              1              1.8235   1.077032e-02         0.1136
              2              1.8235   1.925171e-03         0.1787
              3              1.8235   4.658167e-04         0.2420
              4              1.8235   1.139552e-04         0.2446
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1254
         Final Residual: 		   1.139552e-04
         Total Reduction in Residual: 	   3.099205e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0229376
    setup: 0.016894 s
    solve: 0.00604365 s
    solve(per iteration): 0.00120873 s
resid in solve_pyamgx: 1.14e-04
time solve_pyamgx: 2.73e-02
time u: 3.33e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.494993e+00
              0             1.82349   6.144343e-02         0.0246
              1              1.8235   2.713932e-03         0.0442
              2              1.8235   4.320223e-04         0.1592
              3              1.8235   7.868680e-05         0.1821
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0749
         Final Residual: 		   7.868680e-05
         Total Reduction in Residual: 	   3.153788e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0217272
    setup: 0.016894 s
    solve: 0.00483322 s
    solve(per iteration): 0.0012083 s
resid in solve_pyamgx: 7.87e-05
time solve_pyamgx: 5.31e-03
time v: 7.52e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.300500e+00
              0             1.82349   7.978297e-02         0.0242
              1              1.8235   6.368373e-03         0.0798
              2              1.8235   1.198782e-03         0.1882
              3              1.8235   2.878106e-04         0.2401
              4              1.8235   6.808460e-05         0.2366
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1156
         Final Residual: 		   6.808460e-05
         Total Reduction in Residual: 	   2.062857e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0229437
    setup: 0.016894 s
    solve: 0.00604979 s
    solve(per iteration): 0.00120996 s
resid in solve_pyamgx: 6.81e-05
time solve_pyamgx: 6.49e-03
time w: 8.12e-03
area_out 3.2
flow_in 86.76586881112287 flow_out 86.76453795617294 area_out 3.2 flow_out_new 86.76586881112287 uinc: 0.00041589217185222793
xp.sum(su3d) 1.5588419444156898e-11
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.675179e+00
              0             1.82349   1.425600e+00         0.5329
              1              1.8235   7.154758e-01         0.5019
              2              1.8235   3.428655e-01         0.4792
              3              1.8235   1.699858e-01         0.4958
              4              1.8235   8.860393e-02         0.5212
              5              1.8235   4.473091e-02         0.5048
              6              1.8235   2.377940e-02         0.5316
              7              1.8235   1.338900e-02         0.5631
              8              1.8235   7.457655e-03         0.5570
              9              1.8235   4.125784e-03         0.5532
             10              1.8235   2.836486e-03         0.6875
             11              1.8235   1.705150e-03         0.6011
             12              1.8235   9.586275e-04         0.5622
             13              1.8235   5.137065e-04         0.5359
             14              1.8235   2.732586e-04         0.5319
             15              1.8235   1.413720e-04         0.5174
             16              1.8235   7.556237e-05         0.5345
         --------------------------------------------------------------
         Total Iterations: 17
         Avg Convergence Rate: 		         0.5400
         Final Residual: 		   7.556237e-05
         Total Reduction in Residual: 	   2.824572e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.182936
    setup: 0.138297 s
    solve: 0.0446388 s
    solve(per iteration): 0.00262581 s
resid in solve_px: 7.56e-05
time p: 5.23e-02
time Smag or Wale: 4.77e-07

comm_min_pans:  -1.14e+03, pk_max: 1.00e+03, u2prim_max: 3.90e+00, v2prim_max: 1.28e+00, w2prim_max: 2.81e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5460576119806058 0.9858609410399727 0.6417096181920359
yplus, min,max,mean 28.385009746459215 51.24673991554388 33.357164824990114
uplus, min,max,mean 16.21364643615318 33.19063073725032 25.003338376921807
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        67510            688848  0.000151          0.018
           2(D)         6195            123439   0.00322        0.00299
           3(D)          142               430    0.0213       1.39e-05
         --------------------------------------------------------------
         Grid Complexity: 1.31219
         Operator Complexity: 1.5035
         Total Memory Usage: 0.0453427 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   4.106605e+00
              0             1.82349   3.846065e-02         0.0094
              1              1.8235   6.627217e-03         0.1723
              2              1.8235   1.620065e-03         0.2445
              3              1.8235   4.362590e-04         0.2693
              4              1.8235   1.239323e-04         0.2841
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1247
         Final Residual: 		   1.239323e-04
         Total Reduction in Residual: 	   3.017877e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0322709
    setup: 0.0250408 s
    solve: 0.00723011 s
    solve(per iteration): 0.00144602 s
resid in solve_pyamgx: 1.24e-04
time solve_pyamgx: 3.66e-02
time k: 4.91e-02
modify_eps, ustar[-2,-2],[2,2] 0.6291441326009791 0.6301926892865501
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        67490            688900  0.000151          0.018
           2(D)         6093            117791   0.00317        0.00286
           3(D)          121               299    0.0204       1.03e-05
         --------------------------------------------------------------
         Grid Complexity: 1.31159
         Operator Complexity: 1.49995
         Total Memory Usage: 0.0452074 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   6.025092e+02
              0             1.82349   1.330657e+00         0.0022
              1              1.8235   2.720101e-01         0.2044
              2              1.8235   6.525850e-02         0.2399
              3              1.8235   1.695702e-02         0.2598
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0728
         Final Residual: 		   1.695702e-02
         Total Reduction in Residual: 	   2.814400e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0310316
    setup: 0.0251898 s
    solve: 0.00584179 s
    solve(per iteration): 0.00146045 s
resid in solve_pyamgx: 1.70e-02
time solve_pyamgx: 3.53e-02
time eps: 4.24e-02

--time step:  73, iter:0, max residual:1.99e-07, u:8.90e-08, v:6.15e-08, w:5.32e-08, p:1.99e-07, k:7.56e-11, eps:8.09e-12, om:0.00e+00


monitor time step:  73, iter:0, u: 1.66e+01, v:-1.62e-01, w:-1.03e+00, p: 3.37e+00, k: 1.33e+00, eps: 1.94e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  0, umax: 3.23e+01, vismax: 7.92e+02, kmin: 3.73e-02, epsmin: 3.24e-01, ommin: 1.00e+00, fkmax: 4.63e+00

time one iteration: 2.01e-01
modify_u, ustar[-2,-2],[2,2] 0.6291441326009791 0.6301926892865501
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05          0.024
           1(D)        19641            206121  0.000534        0.00537
           2(D)         2207              9503   0.00195       0.000278
         --------------------------------------------------------------
         Grid Complexity: 1.09236
         Operator Complexity: 1.1311
         Total Memory Usage: 0.0296112 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   7.987581e-02
              0             1.82349   2.614887e-03         0.0327
              1              1.8235   3.158639e-04         0.1208
              2              1.8235   5.662951e-05         0.1793
              3              1.8235   1.428512e-05         0.2523
              4              1.8235   3.680335e-06         0.2576
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1357
         Final Residual: 		   3.680335e-06
         Total Reduction in Residual: 	   4.607572e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0227801
    setup: 0.0167323 s
    solve: 0.00604774 s
    solve(per iteration): 0.00120955 s
resid in solve_pyamgx: 3.68e-06
time solve_pyamgx: 2.71e-02
time u: 3.15e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.291738e-02
              0             1.82349   1.619642e-03         0.0306
              1              1.8235   2.212535e-04         0.1366
              2              1.8235   3.884819e-05         0.1756
              3              1.8235   1.005218e-05         0.2588
              4              1.8235   2.583686e-06         0.2570
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1373
         Final Residual: 		   2.583686e-06
         Total Reduction in Residual: 	   4.882491e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0227764
    setup: 0.0167323 s
    solve: 0.00604406 s
    solve(per iteration): 0.00120881 s
resid in solve_pyamgx: 2.58e-06
time solve_pyamgx: 6.45e-03
time v: 8.72e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   6.521973e-02
              0             1.82349   1.845808e-03         0.0283
              1              1.8235   2.000480e-04         0.1084
              2              1.8235   3.466167e-05         0.1733
              3              1.8235   8.658169e-06         0.2498
              4              1.8235   2.151645e-06         0.2485
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1270
         Final Residual: 		   2.151645e-06
         Total Reduction in Residual: 	   3.299071e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0227703
    setup: 0.0167323 s
    solve: 0.00603802 s
    solve(per iteration): 0.0012076 s
resid in solve_pyamgx: 2.15e-06
time solve_pyamgx: 6.50e-03
time w: 8.15e-03
area_out 3.2
flow_in 86.76586881112287 flow_out 86.76453771735622 area_out 3.2 flow_out_new 86.76586881112289 uinc: 0.0004159668020786711
xp.sum(su3d) 1.5967227540159001e-12
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   7.819053e-01
              0             1.82349   4.770123e-01         0.6101
              1              1.8235   2.335403e-01         0.4896
              2              1.8235   1.112959e-01         0.4766
              3              1.8235   5.423996e-02         0.4873
              4              1.8235   2.756074e-02         0.5081
              5              1.8235   1.411014e-02         0.5120
              6              1.8235   7.496118e-03         0.5313
              7              1.8235   4.096406e-03         0.5465
              8              1.8235   2.230244e-03         0.5444
              9              1.8235   1.203358e-03         0.5396
             10              1.8235   8.051694e-04         0.6691
             11              1.8235   4.687063e-04         0.5821
             12              1.8235   2.567839e-04         0.5479
             13              1.8235   1.341439e-04         0.5224
             14              1.8235   7.002195e-05         0.5220
             15              1.8235   3.543952e-05         0.5061
         --------------------------------------------------------------
         Total Iterations: 16
         Avg Convergence Rate: 		         0.5352
         Final Residual: 		   3.543952e-05
         Total Reduction in Residual: 	   4.532457e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.180064
    setup: 0.138297 s
    solve: 0.0417669 s
    solve(per iteration): 0.00261043 s
resid in solve_px: 3.54e-05
time p: 4.93e-02
time Smag or Wale: 4.77e-07

comm_min_pans:  -1.13e+03, pk_max: 1.01e+03, u2prim_max: 3.90e+00, v2prim_max: 1.28e+00, w2prim_max: 2.81e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5471045208015095 0.9767118655382341 0.6420641122277183
yplus, min,max,mean 28.43942985970921 50.77115530397515 33.37559203200478
uplus, min,max,mean 16.230375461989176 33.25355077398092 24.98900737719639
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        67350            688522  0.000152          0.018
           2(D)         6193            122861    0.0032        0.00298
           3(D)          146               470     0.022       1.49e-05
         --------------------------------------------------------------
         Grid Complexity: 1.31152
         Operator Complexity: 1.50296
         Total Memory Usage: 0.0453151 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.759612e+00
              0             1.82349   1.939651e-02         0.0052
              1              1.8235   1.334016e-03         0.0688
              2              1.8235   1.612187e-04         0.1209
         --------------------------------------------------------------
         Total Iterations: 3
         Avg Convergence Rate: 		         0.0350
         Final Residual: 		   1.612187e-04
         Total Reduction in Residual: 	   4.288174e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0295443
    setup: 0.0251449 s
    solve: 0.00439936 s
    solve(per iteration): 0.00146645 s
resid in solve_pyamgx: 1.61e-04
time solve_pyamgx: 3.38e-02
time k: 4.63e-02
modify_eps, ustar[-2,-2],[2,2] 0.6291595152844477 0.6301753048566132
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 5
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        67513            689083  0.000151          0.018
           2(D)         6097            118087   0.00318        0.00287
           3(D)          133               367    0.0207       1.32e-05
           4(D)            2                 4         1       1.64e-07
         --------------------------------------------------------------
         Grid Complexity: 1.31176
         Operator Complexity: 1.50029
         Total Memory Usage: 0.0452227 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   1.867092e+02
              0             1.82349   1.345895e-01         0.0007
              1              1.8235   3.170779e-02         0.2356
              2              1.8235   7.970637e-03         0.2514
         --------------------------------------------------------------
         Total Iterations: 3
         Avg Convergence Rate: 		         0.0349
         Final Residual: 		   7.970637e-03
         Total Reduction in Residual: 	   4.269011e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.030409
    setup: 0.0258427 s
    solve: 0.0045663 s
    solve(per iteration): 0.0015221 s
resid in solve_pyamgx: 7.97e-03
time solve_pyamgx: 3.50e-02
time eps: 4.19e-02

--time step:  73, iter:1, max residual:1.10e-07, u:2.88e-09, v:2.02e-09, w:1.68e-09, p:1.10e-07, k:9.84e-11, eps:3.80e-12, om:0.00e+00


monitor time step:  73, iter:1, u: 1.66e+01, v:-1.66e-01, w:-1.04e+00, p: 3.18e+00, k: 1.33e+00, eps: 1.94e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  1, umax: 3.23e+01, vismax: 7.79e+02, kmin: 3.73e-02, epsmin: 3.24e-01, ommin: 1.00e+00, fkmax: 5.01e+00

time one iteration: 1.94e-01
vismean_mean 2.162162162162162e-18
modify_u, ustar[-2,-2],[2,2] 0.6291595152844477 0.6301753048566132
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05          0.024
           1(D)        20247            215549  0.000526        0.00561
           2(D)         2228              9636   0.00194       0.000282
         --------------------------------------------------------------
         Grid Complexity: 1.09501
         Operator Complexity: 1.13691
         Total Memory Usage: 0.0298574 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.702291e+00
              0             1.82349   9.589910e-02         0.0259
              1              1.8235   1.072529e-02         0.1118
              2              1.8235   1.885428e-03         0.1758
              3              1.8235   4.521123e-04         0.2398
              4              1.8235   1.069238e-04         0.2365
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1236
         Final Residual: 		   1.069238e-04
         Total Reduction in Residual: 	   2.888044e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0384878
    setup: 0.0163697 s
    solve: 0.0221182 s
    solve(per iteration): 0.00442364 s
resid in solve_pyamgx: 1.07e-04
time solve_pyamgx: 4.29e-02
time u: 4.89e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.508070e+00
              0             1.82349   6.179955e-02         0.0246
              1              1.8235   2.714134e-03         0.0439
              2              1.8235   4.394731e-04         0.1619
              3              1.8235   8.326398e-05         0.1895
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0759
         Final Residual: 		   8.326398e-05
         Total Reduction in Residual: 	   3.319843e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0212214
    setup: 0.0163697 s
    solve: 0.00485171 s
    solve(per iteration): 0.00121293 s
resid in solve_pyamgx: 8.33e-05
time solve_pyamgx: 5.29e-03
time v: 7.59e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.331811e+00
              0             1.82349   8.036616e-02         0.0241
              1              1.8235   6.402225e-03         0.0797
              2              1.8235   1.209478e-03         0.1889
              3              1.8235   2.924184e-04         0.2418
              4              1.8235   6.963746e-05         0.2381
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1159
         Final Residual: 		   6.963746e-05
         Total Reduction in Residual: 	   2.090079e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0224579
    setup: 0.0163697 s
    solve: 0.00608826 s
    solve(per iteration): 0.00121765 s
resid in solve_pyamgx: 6.96e-05
time solve_pyamgx: 6.51e-03
time w: 8.19e-03
area_out 3.2
flow_in 86.76586881112289 flow_out 86.76453778902088 area_out 3.2 flow_out_new 86.76586881112287 uinc: 0.00041594440687742207
xp.sum(su3d) -9.385603405576148e-12
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.696944e+00
              0             1.82349   1.438415e+00         0.5333
              1              1.8235   7.217949e-01         0.5018
              2              1.8235   3.453721e-01         0.4785
              3              1.8235   1.715206e-01         0.4966
              4              1.8235   8.926513e-02         0.5204
              5              1.8235   4.492609e-02         0.5033
              6              1.8235   2.392131e-02         0.5325
              7              1.8235   1.348712e-02         0.5638
              8              1.8235   7.480051e-03         0.5546
              9              1.8235   4.125651e-03         0.5516
             10              1.8235   2.825675e-03         0.6849
             11              1.8235   1.690763e-03         0.5984
             12              1.8235   9.466648e-04         0.5599
             13              1.8235   5.045160e-04         0.5329
             14              1.8235   2.672929e-04         0.5298
             15              1.8235   1.380280e-04         0.5164
             16              1.8235   7.428288e-05         0.5382
         --------------------------------------------------------------
         Total Iterations: 17
         Avg Convergence Rate: 		         0.5392
         Final Residual: 		   7.428288e-05
         Total Reduction in Residual: 	   2.754336e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.182801
    setup: 0.138297 s
    solve: 0.044504 s
    solve(per iteration): 0.00261788 s
resid in solve_px: 7.43e-05
time p: 5.21e-02
time Smag or Wale: 7.15e-07

comm_min_pans:  -1.13e+03, pk_max: 1.00e+03, u2prim_max: 3.89e+00, v2prim_max: 1.28e+00, w2prim_max: 2.78e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5475764576927364 0.970375411969365 0.6421533569357921
yplus, min,max,mean 28.463961947465666 50.44177559684505 33.38023112475418
uplus, min,max,mean 16.176018805526684 33.99639081872567 25.008543881930564
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        67399            687427  0.000151          0.018
           2(D)         6255            125295    0.0032        0.00304
           3(D)          147               423    0.0196       1.39e-05
         --------------------------------------------------------------
         Grid Complexity: 1.312
         Operator Complexity: 1.50376
         Total Memory Usage: 0.0453498 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.760152e+00
              0             1.82349   3.865712e-02         0.0103
              1              1.8235   6.897831e-03         0.1784
              2              1.8235   1.709359e-03         0.2478
              3              1.8235   4.537865e-04         0.2655
              4              1.8235   1.258068e-04         0.2772
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1273
         Final Residual: 		   1.258068e-04
         Total Reduction in Residual: 	   3.345790e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0325797
    setup: 0.0253153 s
    solve: 0.00726445 s
    solve(per iteration): 0.00145289 s
resid in solve_pyamgx: 1.26e-04
time solve_pyamgx: 3.69e-02
time k: 4.95e-02
modify_eps, ustar[-2,-2],[2,2] 0.629193601546121 0.6301230330490004
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        67381            687045  0.000151          0.018
           2(D)         6110            118074   0.00316        0.00287
           3(D)          142               486    0.0241       1.51e-05
         --------------------------------------------------------------
         Grid Complexity: 1.31129
         Operator Complexity: 1.49909
         Total Memory Usage: 0.0451726 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.096370e+02
              0             1.82349   1.313287e+00         0.0026
              1              1.8235   2.739453e-01         0.2086
              2              1.8235   6.425313e-02         0.2345
              3              1.8235   1.635936e-02         0.2546
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0753
         Final Residual: 		   1.635936e-02
         Total Reduction in Residual: 	   3.210003e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0309713
    setup: 0.0251351 s
    solve: 0.00583622 s
    solve(per iteration): 0.00145906 s
resid in solve_pyamgx: 1.64e-02
time solve_pyamgx: 3.53e-02
time eps: 4.24e-02

--time step:  74, iter:0, max residual:1.94e-07, u:8.35e-08, v:6.50e-08, w:5.44e-08, p:1.94e-07, k:7.68e-11, eps:7.80e-12, om:0.00e+00


monitor time step:  74, iter:0, u: 1.64e+01, v:-1.46e-01, w:-1.18e+00, p: 2.43e+00, k: 1.33e+00, eps: 1.94e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  0, umax: 3.24e+01, vismax: 7.78e+02, kmin: 3.67e-02, epsmin: 3.22e-01, ommin: 1.00e+00, fkmax: 4.63e+00

time one iteration: 2.17e-01
modify_u, ustar[-2,-2],[2,2] 0.629193601546121 0.6301230330490004
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05          0.024
           1(D)        20227            215433  0.000527         0.0056
           2(D)         2238              9682   0.00193       0.000283
         --------------------------------------------------------------
         Grid Complexity: 1.09497
         Operator Complexity: 1.13687
         Total Memory Usage: 0.0298553 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   8.045922e-02
              0             1.82349   2.627154e-03         0.0327
              1              1.8235   3.132741e-04         0.1192
              2              1.8235   5.649870e-05         0.1803
              3              1.8235   1.422016e-05         0.2517
              4              1.8235   3.615991e-06         0.2543
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1351
         Final Residual: 		   3.615991e-06
         Total Reduction in Residual: 	   4.494192e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0231348
    setup: 0.0169812 s
    solve: 0.00615357 s
    solve(per iteration): 0.00123071 s
resid in solve_pyamgx: 3.62e-06
time solve_pyamgx: 2.74e-02
time u: 3.18e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.280027e-02
              0             1.82349   1.631765e-03         0.0309
              1              1.8235   2.274463e-04         0.1394
              2              1.8235   4.002078e-05         0.1760
              3              1.8235   1.045587e-05         0.2613
              4              1.8235   2.798059e-06         0.2676
              5              1.8235   7.534540e-07         0.2693
         --------------------------------------------------------------
         Total Iterations: 6
         Avg Convergence Rate: 		         0.1557
         Final Residual: 		   7.534540e-07
         Total Reduction in Residual: 	   1.426989e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0243141
    setup: 0.0169812 s
    solve: 0.00733286 s
    solve(per iteration): 0.00122214 s
resid in solve_pyamgx: 7.53e-07
time solve_pyamgx: 7.75e-03
time v: 9.94e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   6.553762e-02
              0             1.82349   1.847998e-03         0.0282
              1              1.8235   1.996776e-04         0.1081
              2              1.8235   3.460779e-05         0.1733
              3              1.8235   8.607280e-06         0.2487
              4              1.8235   2.148049e-06         0.2496
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1268
         Final Residual: 		   2.148049e-06
         Total Reduction in Residual: 	   3.277582e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.023047
    setup: 0.0169812 s
    solve: 0.00606573 s
    solve(per iteration): 0.00121315 s
resid in solve_pyamgx: 2.15e-06
time solve_pyamgx: 6.56e-03
time w: 8.27e-03
area_out 3.2
flow_in 86.76586881112289 flow_out 86.76453756583304 area_out 3.2 flow_out_new 86.76586881112289 uinc: 0.0004160141530773487
xp.sum(su3d) 8.326450640083749e-12
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   7.838996e-01
              0             1.82349   4.810160e-01         0.6136
              1              1.8235   2.359450e-01         0.4905
              2              1.8235   1.123820e-01         0.4763
              3              1.8235   5.479736e-02         0.4876
              4              1.8235   2.783199e-02         0.5079
              5              1.8235   1.427382e-02         0.5129
              6              1.8235   7.581914e-03         0.5312
              7              1.8235   4.155395e-03         0.5481
              8              1.8235   2.261872e-03         0.5443
              9              1.8235   1.216753e-03         0.5379
             10              1.8235   8.146971e-04         0.6696
             11              1.8235   4.758605e-04         0.5841
             12              1.8235   2.610376e-04         0.5486
             13              1.8235   1.359821e-04         0.5209
             14              1.8235   7.104294e-05         0.5224
             15              1.8235   3.587362e-05         0.5050
         --------------------------------------------------------------
         Total Iterations: 16
         Avg Convergence Rate: 		         0.5355
         Final Residual: 		   3.587362e-05
         Total Reduction in Residual: 	   4.576303e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.180153
    setup: 0.138297 s
    solve: 0.041856 s
    solve(per iteration): 0.002616 s
resid in solve_px: 3.59e-05
time p: 4.95e-02
time Smag or Wale: 7.15e-07

comm_min_pans:  -1.12e+03, pk_max: 1.01e+03, u2prim_max: 3.89e+00, v2prim_max: 1.28e+00, w2prim_max: 2.78e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5481524719686 0.9871397967700231 0.6424146935738596
yplus, min,max,mean 28.493904155898917 51.313217026320025 33.39381585071698
uplus, min,max,mean 16.18575945106473 34.0485228235833 24.99814424786415
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        67316            687322  0.000152          0.018
           2(D)         6296            126514   0.00319        0.00306
           3(D)          152               426    0.0184       1.41e-05
         --------------------------------------------------------------
         Grid Complexity: 1.31184
         Operator Complexity: 1.50445
         Total Memory Usage: 0.0453728 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.734984e+00
              0             1.82349   1.833611e-02         0.0049
              1              1.8235   1.244912e-03         0.0679
              2              1.8235   1.514875e-04         0.1217
         --------------------------------------------------------------
         Total Iterations: 3
         Avg Convergence Rate: 		         0.0344
         Final Residual: 		   1.514875e-04
         Total Reduction in Residual: 	   4.055908e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0298221
    setup: 0.0253522 s
    solve: 0.00446995 s
    solve(per iteration): 0.00148998 s
resid in solve_pyamgx: 1.51e-04
time solve_pyamgx: 3.41e-02
time k: 4.68e-02
modify_eps, ustar[-2,-2],[2,2] 0.6292082242475893 0.6301064021026614
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        67286            686262  0.000152         0.0179
           2(D)         6102            118350   0.00318        0.00287
           3(D)          130               352    0.0208       1.18e-05
         --------------------------------------------------------------
         Grid Complexity: 1.3108
         Operator Complexity: 1.49869
         Total Memory Usage: 0.0451523 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   1.707372e+02
              0             1.82349   1.273681e-01         0.0007
              1              1.8235   2.861194e-02         0.2246
              2              1.8235   6.998386e-03         0.2446
         --------------------------------------------------------------
         Total Iterations: 3
         Avg Convergence Rate: 		         0.0345
         Final Residual: 		   6.998386e-03
         Total Reduction in Residual: 	   4.098921e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0295767
    setup: 0.0251531 s
    solve: 0.00442368 s
    solve(per iteration): 0.00147456 s
resid in solve_pyamgx: 7.00e-03
time solve_pyamgx: 3.39e-02
time eps: 4.09e-02

--time step:  74, iter:1, max residual:1.11e-07, u:2.82e-09, v:5.89e-10, w:1.68e-09, p:1.11e-07, k:9.25e-11, eps:3.34e-12, om:0.00e+00


monitor time step:  74, iter:1, u: 1.64e+01, v:-1.51e-01, w:-1.19e+00, p: 2.22e+00, k: 1.33e+00, eps: 1.94e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  1, umax: 3.24e+01, vismax: 7.63e+02, kmin: 3.67e-02, epsmin: 3.22e-01, ommin: 1.00e+00, fkmax: 5.04e+00

time one iteration: 1.95e-01
vismean_mean 2.133333333333333e-18
modify_u, ustar[-2,-2],[2,2] 0.6292082242475893 0.6301064021026614
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05          0.024
           1(D)        20315            215981  0.000523        0.00562
           2(D)         2241              9565    0.0019       0.000281
         --------------------------------------------------------------
         Grid Complexity: 1.09536
         Operator Complexity: 1.13713
         Total Memory Usage: 0.0298696 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.728151e+00
              0             1.82349   9.687383e-02         0.0260
              1              1.8235   1.082814e-02         0.1118
              2              1.8235   1.945240e-03         0.1796
              3              1.8235   4.681026e-04         0.2406
              4              1.8235   1.066420e-04         0.2278
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1234
         Final Residual: 		   1.066420e-04
         Total Reduction in Residual: 	   2.860453e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0224147
    setup: 0.0163342 s
    solve: 0.00608051 s
    solve(per iteration): 0.0012161 s
resid in solve_pyamgx: 1.07e-04
time solve_pyamgx: 2.68e-02
time u: 3.28e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.521319e+00
              0             1.82349   6.218205e-02         0.0247
              1              1.8235   2.753287e-03         0.0443
              2              1.8235   4.535344e-04         0.1647
              3              1.8235   8.584465e-05         0.1893
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0764
         Final Residual: 		   8.584465e-05
         Total Reduction in Residual: 	   3.404751e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0212252
    setup: 0.0163342 s
    solve: 0.00489098 s
    solve(per iteration): 0.00122274 s
resid in solve_pyamgx: 8.58e-05
time solve_pyamgx: 5.38e-03
time v: 7.62e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.362208e+00
              0             1.82349   8.080701e-02         0.0240
              1              1.8235   6.386512e-03         0.0790
              2              1.8235   1.212525e-03         0.1899
              3              1.8235   2.917996e-04         0.2407
              4              1.8235   6.723298e-05         0.2304
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1149
         Final Residual: 		   6.723298e-05
         Total Reduction in Residual: 	   1.999667e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.022377
    setup: 0.0163342 s
    solve: 0.00604275 s
    solve(per iteration): 0.00120855 s
resid in solve_pyamgx: 6.72e-05
time solve_pyamgx: 6.47e-03
time w: 8.12e-03
area_out 3.2
flow_in 86.76586881112289 flow_out 86.76453764529897 area_out 3.2 flow_out_new 86.76586881112287 uinc: 0.000415989319972887
xp.sum(su3d) 6.430633803233832e-12
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.719035e+00
              0             1.82349   1.448505e+00         0.5327
              1              1.8235   7.269163e-01         0.5018
              2              1.8235   3.472983e-01         0.4778
              3              1.8235   1.730213e-01         0.4982
              4              1.8235   9.010499e-02         0.5208
              5              1.8235   4.530964e-02         0.5029
              6              1.8235   2.418036e-02         0.5337
              7              1.8235   1.368215e-02         0.5658
              8              1.8235   7.575516e-03         0.5537
              9              1.8235   4.170957e-03         0.5506
             10              1.8235   2.848755e-03         0.6830
             11              1.8235   1.696832e-03         0.5956
             12              1.8235   9.462396e-04         0.5577
             13              1.8235   5.012041e-04         0.5297
             14              1.8235   2.641828e-04         0.5271
             15              1.8235   1.359917e-04         0.5148
             16              1.8235   7.329894e-05         0.5390
         --------------------------------------------------------------
         Total Iterations: 17
         Avg Convergence Rate: 		         0.5385
         Final Residual: 		   7.329894e-05
         Total Reduction in Residual: 	   2.695771e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.182814
    setup: 0.138297 s
    solve: 0.0445174 s
    solve(per iteration): 0.00261867 s
resid in solve_px: 7.33e-05
time p: 5.21e-02
time Smag or Wale: 7.15e-07

comm_min_pans:  -1.09e+03, pk_max: 1.00e+03, u2prim_max: 3.88e+00, v2prim_max: 1.27e+00, w2prim_max: 2.76e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5484006076570563 0.9985550114211443 0.6424922689947127
yplus, min,max,mean 28.506802673895457 51.90659943143795 33.397848353934016
uplus, min,max,mean 16.13567456498428 34.418996983896236 25.017374717824698
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        67495            688575  0.000151          0.018
           2(D)         6254            125436   0.00321        0.00304
           3(D)          154               478    0.0202       1.53e-05
         --------------------------------------------------------------
         Grid Complexity: 1.31243
         Operator Complexity: 1.5046
         Total Memory Usage: 0.0453851 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.753442e+00
              0             1.82349   3.776579e-02         0.0101
              1              1.8235   6.609465e-03         0.1750
              2              1.8235   1.631572e-03         0.2469
              3              1.8235   4.321982e-04         0.2649
              4              1.8235   1.193183e-04         0.2761
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1260
         Final Residual: 		   1.193183e-04
         Total Reduction in Residual: 	   3.178903e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0325092
    setup: 0.0251918 s
    solve: 0.00731734 s
    solve(per iteration): 0.00146347 s
resid in solve_pyamgx: 1.19e-04
time solve_pyamgx: 3.70e-02
time k: 4.99e-02
modify_eps, ustar[-2,-2],[2,2] 0.6292406536695142 0.6300621887509231
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        67378            687270  0.000151          0.018
           2(D)         6095            119651   0.00322         0.0029
           3(D)          134               362    0.0202       1.21e-05
         --------------------------------------------------------------
         Grid Complexity: 1.31118
         Operator Complexity: 1.50013
         Total Memory Usage: 0.0452088 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.800802e+02
              0             1.82349   1.324021e+00         0.0023
              1              1.8235   2.758239e-01         0.2083
              2              1.8235   6.587716e-02         0.2388
              3              1.8235   1.778288e-02         0.2699
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0744
         Final Residual: 		   1.778288e-02
         Total Reduction in Residual: 	   3.065591e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0313557
    setup: 0.0255701 s
    solve: 0.0057856 s
    solve(per iteration): 0.0014464 s
resid in solve_pyamgx: 1.78e-02
time solve_pyamgx: 3.58e-02
time eps: 4.28e-02

--time step:  75, iter:0, max residual:1.91e-07, u:8.33e-08, v:6.71e-08, w:5.25e-08, p:1.91e-07, k:7.28e-11, eps:8.48e-12, om:0.00e+00


monitor time step:  75, iter:0, u: 1.63e+01, v:-1.31e-01, w:-1.32e+00, p: 1.50e+00, k: 1.33e+00, eps: 1.93e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  0, umax: 3.23e+01, vismax: 7.84e+02, kmin: 3.61e-02, epsmin: 3.20e-01, ommin: 1.00e+00, fkmax: 4.62e+00

time one iteration: 2.02e-01
modify_u, ustar[-2,-2],[2,2] 0.6292406536695142 0.6300621887509231
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05          0.024
           1(D)        20274            216470  0.000527        0.00563
           2(D)         2224              9600   0.00194       0.000281
         --------------------------------------------------------------
         Grid Complexity: 1.09511
         Operator Complexity: 1.13745
         Total Memory Usage: 0.0298784 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   8.082884e-02
              0             1.82349   2.627056e-03         0.0325
              1              1.8235   3.108757e-04         0.1183
              2              1.8235   5.653438e-05         0.1819
              3              1.8235   1.412825e-05         0.2499
              4              1.8235   3.562765e-06         0.2522
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1345
         Final Residual: 		   3.562765e-06
         Total Reduction in Residual: 	   4.407789e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0232087
    setup: 0.0170929 s
    solve: 0.00611578 s
    solve(per iteration): 0.00122316 s
resid in solve_pyamgx: 3.56e-06
time solve_pyamgx: 2.76e-02
time u: 3.21e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.245354e-02
              0             1.82349   1.641680e-03         0.0313
              1              1.8235   2.327319e-04         0.1418
              2              1.8235   4.053425e-05         0.1742
              3              1.8235   1.045462e-05         0.2579
              4              1.8235   2.827977e-06         0.2705
              5              1.8235   7.726147e-07         0.2732
         --------------------------------------------------------------
         Total Iterations: 6
         Avg Convergence Rate: 		         0.1566
         Final Residual: 		   7.726147e-07
         Total Reduction in Residual: 	   1.472950e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.024392
    setup: 0.0170929 s
    solve: 0.00729907 s
    solve(per iteration): 0.00121651 s
resid in solve_pyamgx: 7.73e-07
time solve_pyamgx: 7.77e-03
time v: 1.00e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   6.544700e-02
              0             1.82349   1.843779e-03         0.0282
              1              1.8235   1.994109e-04         0.1082
              2              1.8235   3.457928e-05         0.1734
              3              1.8235   8.587158e-06         0.2483
              4              1.8235   2.100837e-06         0.2446
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1263
         Final Residual: 		   2.100837e-06
         Total Reduction in Residual: 	   3.209983e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0231714
    setup: 0.0170929 s
    solve: 0.00607846 s
    solve(per iteration): 0.00121569 s
resid in solve_pyamgx: 2.10e-06
time solve_pyamgx: 6.58e-03
time w: 8.28e-03
area_out 3.2
flow_in 86.76586881112289 flow_out 86.76453742632573 area_out 3.2 flow_out_new 86.76586881112287 uinc: 0.0004160577491107986
xp.sum(su3d) 1.1691092538512748e-11
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   7.888292e-01
              0             1.82349   4.866513e-01         0.6169
              1              1.8235   2.379584e-01         0.4890
              2              1.8235   1.137329e-01         0.4780
              3              1.8235   5.547249e-02         0.4877
              4              1.8235   2.810707e-02         0.5067
              5              1.8235   1.445224e-02         0.5142
              6              1.8235   7.691398e-03         0.5322
              7              1.8235   4.228745e-03         0.5498
              8              1.8235   2.304104e-03         0.5449
              9              1.8235   1.237264e-03         0.5370
             10              1.8235   8.292283e-04         0.6702
             11              1.8235   4.852176e-04         0.5851
             12              1.8235   2.665740e-04         0.5494
             13              1.8235   1.389619e-04         0.5213
             14              1.8235   7.232759e-05         0.5205
             15              1.8235   3.660461e-05         0.5061
         --------------------------------------------------------------
         Total Iterations: 16
         Avg Convergence Rate: 		         0.5360
         Final Residual: 		   3.660461e-05
         Total Reduction in Residual: 	   4.640372e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.180075
    setup: 0.138297 s
    solve: 0.0417778 s
    solve(per iteration): 0.00261111 s
resid in solve_px: 3.66e-05
time p: 4.95e-02
time Smag or Wale: 7.15e-07

comm_min_pans:  -1.13e+03, pk_max: 1.01e+03, u2prim_max: 3.88e+00, v2prim_max: 1.27e+00, w2prim_max: 2.76e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5486740774900148 1.0018120302484863 0.6427337940075384
yplus, min,max,mean 28.52101810410571 52.0759048474419 33.41040323769107
uplus, min,max,mean 16.139803560186284 31.132136615485173 25.007707557946834
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 5
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        67331            686983  0.000152          0.018
           2(D)         6204            124088   0.00322        0.00301
           3(D)          148               422    0.0193        1.5e-05
           4(D)            2                 2       0.5       1.19e-07
         --------------------------------------------------------------
         Grid Complexity: 1.31151
         Operator Complexity: 1.50274
         Total Memory Usage: 0.045308 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.843672e+00
              0             1.82349   1.778761e-02         0.0046
              1              1.8235   1.060432e-03         0.0596
              2              1.8235   1.480418e-04         0.1396
         --------------------------------------------------------------
         Total Iterations: 3
         Avg Convergence Rate: 		         0.0338
         Final Residual: 		   1.480418e-04
         Total Reduction in Residual: 	   3.851572e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0308078
    setup: 0.0262021 s
    solve: 0.0046057 s
    solve(per iteration): 0.00153523 s
resid in solve_pyamgx: 1.48e-04
time solve_pyamgx: 3.52e-02
time k: 4.80e-02
modify_eps, ustar[-2,-2],[2,2] 0.6292545568491652 0.6300503310091634
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        67355            688339  0.000152          0.018
           2(D)         6128            119202   0.00317        0.00289
           3(D)          131               329    0.0192       1.13e-05
         --------------------------------------------------------------
         Grid Complexity: 1.31121
         Operator Complexity: 1.50049
         Total Memory Usage: 0.0452223 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   1.933952e+02
              0             1.82349   1.366541e-01         0.0007
              1              1.8235   3.154933e-02         0.2309
              2              1.8235   7.648222e-03         0.2424
         --------------------------------------------------------------
         Total Iterations: 3
         Avg Convergence Rate: 		         0.0341
         Final Residual: 		   7.648222e-03
         Total Reduction in Residual: 	   3.954712e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0297021
    setup: 0.025256 s
    solve: 0.00444611 s
    solve(per iteration): 0.00148204 s
resid in solve_pyamgx: 7.65e-03
time solve_pyamgx: 3.42e-02
time eps: 4.13e-02

--time step:  75, iter:1, max residual:1.13e-07, u:2.78e-09, v:6.04e-10, w:1.64e-09, p:1.13e-07, k:9.04e-11, eps:3.65e-12, om:0.00e+00


monitor time step:  75, iter:1, u: 1.63e+01, v:-1.36e-01, w:-1.33e+00, p: 1.28e+00, k: 1.33e+00, eps: 1.93e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  1, umax: 3.23e+01, vismax: 7.77e+02, kmin: 3.61e-02, epsmin: 3.20e-01, ommin: 1.00e+00, fkmax: 5.05e+00

time one iteration: 1.97e-01
vismean_mean 2.1052631578947367e-18
modify_u, ustar[-2,-2],[2,2] 0.6292545568491652 0.6300503310091634
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05          0.024
           1(D)        20322            216692  0.000525        0.00564
           2(D)         2328             10080   0.00186       0.000295
         --------------------------------------------------------------
         Grid Complexity: 1.09575
         Operator Complexity: 1.13788
         Total Memory Usage: 0.0299013 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.754130e+00
              0             1.82349   9.792733e-02         0.0261
              1              1.8235   1.082037e-02         0.1105
              2              1.8235   1.965211e-03         0.1816
              3              1.8235   4.703900e-04         0.2394
              4              1.8235   1.083747e-04         0.2304
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1236
         Final Residual: 		   1.083747e-04
         Total Reduction in Residual: 	   2.886811e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0232752
    setup: 0.0171869 s
    solve: 0.00608826 s
    solve(per iteration): 0.00121765 s
resid in solve_pyamgx: 1.08e-04
time solve_pyamgx: 2.77e-02
time u: 3.38e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.534794e+00
              0             1.82349   6.254378e-02         0.0247
              1              1.8235   2.742543e-03         0.0438
              2              1.8235   4.487079e-04         0.1636
              3              1.8235   8.383003e-05         0.1868
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0758
         Final Residual: 		   8.383003e-05
         Total Reduction in Residual: 	   3.307174e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0220621
    setup: 0.0171869 s
    solve: 0.00487514 s
    solve(per iteration): 0.00121878 s
resid in solve_pyamgx: 8.38e-05
time solve_pyamgx: 5.32e-03
time v: 7.71e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.391454e+00
              0             1.82349   8.125489e-02         0.0240
              1              1.8235   6.404052e-03         0.0788
              2              1.8235   1.211354e-03         0.1892
              3              1.8235   2.937376e-04         0.2425
              4              1.8235   6.816232e-05         0.2321
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1150
         Final Residual: 		   6.816232e-05
         Total Reduction in Residual: 	   2.009826e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0232703
    setup: 0.0171869 s
    solve: 0.00608333 s
    solve(per iteration): 0.00121667 s
resid in solve_pyamgx: 6.82e-05
time solve_pyamgx: 6.54e-03
time w: 8.21e-03
area_out 3.2
flow_in 86.7658688111229 flow_out 86.76453749294107 area_out 3.2 flow_out_new 86.76586881112289 uinc: 0.0004160369318206847
xp.sum(su3d) -1.1525891352448525e-11
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.744654e+00
              0             1.82349   1.463873e+00         0.5334
              1              1.8235   7.351209e-01         0.5022
              2              1.8235   3.511950e-01         0.4777
              3              1.8235   1.757425e-01         0.5004
              4              1.8235   9.148468e-02         0.5206
              5              1.8235   4.599354e-02         0.5027
              6              1.8235   2.460339e-02         0.5349
              7              1.8235   1.394055e-02         0.5666
              8              1.8235   7.694364e-03         0.5519
              9              1.8235   4.229396e-03         0.5497
             10              1.8235   2.878724e-03         0.6806
             11              1.8235   1.704836e-03         0.5922
             12              1.8235   9.471511e-04         0.5556
             13              1.8235   4.987703e-04         0.5266
             14              1.8235   2.609807e-04         0.5232
             15              1.8235   1.335001e-04         0.5115
         --------------------------------------------------------------
         Total Iterations: 16
         Avg Convergence Rate: 		         0.5376
         Final Residual: 		   1.335001e-04
         Total Reduction in Residual: 	   4.864007e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.180111
    setup: 0.138297 s
    solve: 0.041814 s
    solve(per iteration): 0.00261338 s
resid in solve_px: 1.34e-04
time p: 4.97e-02
time Smag or Wale: 4.77e-07

comm_min_pans:  -1.12e+03, pk_max: 1.00e+03, u2prim_max: 3.87e+00, v2prim_max: 1.27e+00, w2prim_max: 2.73e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5487844560723512 1.0041568430998744 0.6427883532822728
yplus, min,max,mean 28.526755771829183 52.19779223474315 33.41323932221974
uplus, min,max,mean 16.093352420820384 32.325338677565476 25.026950684361765
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        67336            687386  0.000152          0.018
           2(D)         6273            125297   0.00318        0.00304
           3(D)          154               402     0.017       1.36e-05
         --------------------------------------------------------------
         Grid Complexity: 1.31184
         Operator Complexity: 1.50373
         Total Memory Usage: 0.0453465 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   4.140688e+00
              0             1.82349   3.825776e-02         0.0092
              1              1.8235   6.774899e-03         0.1771
              2              1.8235   1.668803e-03         0.2463
              3              1.8235   4.391824e-04         0.2632
              4              1.8235   1.216385e-04         0.2770
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1241
         Final Residual: 		   1.216385e-04
         Total Reduction in Residual: 	   2.937641e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0322888
    setup: 0.025047 s
    solve: 0.00724173 s
    solve(per iteration): 0.00144835 s
resid in solve_pyamgx: 1.22e-04
time solve_pyamgx: 3.66e-02
time k: 4.92e-02
modify_eps, ustar[-2,-2],[2,2] 0.6292854174471009 0.630024143262104
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        67310            687576  0.000152          0.018
           2(D)         6114            119652    0.0032         0.0029
           3(D)          144               346    0.0167        1.2e-05
         --------------------------------------------------------------
         Grid Complexity: 1.31101
         Operator Complexity: 1.50031
         Total Memory Usage: 0.0452132 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   6.186167e+02
              0             1.82349   1.342927e+00         0.0022
              1              1.8235   2.748969e-01         0.2047
              2              1.8235   6.353316e-02         0.2311
              3              1.8235   1.667154e-02         0.2624
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0721
         Final Residual: 		   1.667154e-02
         Total Reduction in Residual: 	   2.694971e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0309598
    setup: 0.0251851 s
    solve: 0.00577475 s
    solve(per iteration): 0.00144369 s
resid in solve_pyamgx: 1.67e-02
time solve_pyamgx: 3.53e-02
time eps: 4.23e-02

--time step:  76, iter:0, max residual:3.48e-07, u:8.47e-08, v:6.55e-08, w:5.33e-08, p:3.48e-07, k:7.42e-11, eps:7.95e-12, om:0.00e+00


monitor time step:  76, iter:0, u: 1.62e+01, v:-1.16e-01, w:-1.45e+00, p: 5.90e-01, k: 1.33e+00, eps: 1.93e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  0, umax: 3.23e+01, vismax: 7.84e+02, kmin: 3.55e-02, epsmin: 3.18e-01, ommin: 1.00e+00, fkmax: 4.59e+00

time one iteration: 1.99e-01
modify_u, ustar[-2,-2],[2,2] 0.6292854174471009 0.630024143262104
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05          0.024
           1(D)        20327            216887  0.000525        0.00564
           2(D)         2305              9697   0.00183       0.000285
         --------------------------------------------------------------
         Grid Complexity: 1.09568
         Operator Complexity: 1.13776
         Total Memory Usage: 0.0298963 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   8.193060e-02
              0             1.82349   2.636250e-03         0.0322
              1              1.8235   3.061085e-04         0.1161
              2              1.8235   5.757150e-05         0.1881
              3              1.8235   1.424532e-05         0.2474
              4              1.8235   3.493906e-06         0.2453
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1337
         Final Residual: 		   3.493906e-06
         Total Reduction in Residual: 	   4.264471e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.022485
    setup: 0.016382 s
    solve: 0.00610301 s
    solve(per iteration): 0.0012206 s
resid in solve_pyamgx: 3.49e-06
time solve_pyamgx: 2.69e-02
time u: 3.14e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.254489e-02
              0             1.82349   1.661825e-03         0.0316
              1              1.8235   2.384434e-04         0.1435
              2              1.8235   4.161164e-05         0.1745
              3              1.8235   1.081475e-05         0.2599
              4              1.8235   3.011297e-06         0.2784
              5              1.8235   8.374389e-07         0.2781
         --------------------------------------------------------------
         Total Iterations: 6
         Avg Convergence Rate: 		         0.1586
         Final Residual: 		   8.374389e-07
         Total Reduction in Residual: 	   1.593759e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0237015
    setup: 0.016382 s
    solve: 0.00731955 s
    solve(per iteration): 0.00121993 s
resid in solve_pyamgx: 8.37e-07
time solve_pyamgx: 7.73e-03
time v: 9.97e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   6.602021e-02
              0             1.82349   1.852565e-03         0.0281
              1              1.8235   1.977284e-04         0.1067
              2              1.8235   3.464673e-05         0.1752
              3              1.8235   8.708574e-06         0.2514
              4              1.8235   2.113748e-06         0.2427
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1262
         Final Residual: 		   2.113748e-06
         Total Reduction in Residual: 	   3.201668e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0224895
    setup: 0.016382 s
    solve: 0.00610755 s
    solve(per iteration): 0.00122151 s
resid in solve_pyamgx: 2.11e-06
time solve_pyamgx: 6.71e-03
time w: 8.37e-03
area_out 3.2
flow_in 86.7658688111229 flow_out 86.76453728403492 area_out 3.2 flow_out_new 86.7658688111229 uinc: 0.0004161022149951066
xp.sum(su3d) -1.7507106875314093e-11
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   8.023570e-01
              0             1.82349   4.934944e-01         0.6151
              1              1.8235   2.406751e-01         0.4877
              2              1.8235   1.148739e-01         0.4773
              3              1.8235   5.612837e-02         0.4886
              4              1.8235   2.847800e-02         0.5074
              5              1.8235   1.469127e-02         0.5159
              6              1.8235   7.815505e-03         0.5320
              7              1.8235   4.315486e-03         0.5522
              8              1.8235   2.354747e-03         0.5457
              9              1.8235   1.265066e-03         0.5372
             10              1.8235   8.495319e-04         0.6715
             11              1.8235   4.978555e-04         0.5860
             12              1.8235   2.734610e-04         0.5493
             13              1.8235   1.426647e-04         0.5217
             14              1.8235   7.392384e-05         0.5182
             15              1.8235   3.752010e-05         0.5076
         --------------------------------------------------------------
         Total Iterations: 16
         Avg Convergence Rate: 		         0.5363
         Final Residual: 		   3.752010e-05
         Total Reduction in Residual: 	   4.676235e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.180346
    setup: 0.138297 s
    solve: 0.0420488 s
    solve(per iteration): 0.00262805 s
resid in solve_px: 3.75e-05
time p: 4.97e-02
time Smag or Wale: 7.15e-07

comm_min_pans:  -1.07e+03, pk_max: 1.01e+03, u2prim_max: 3.87e+00, v2prim_max: 1.27e+00, w2prim_max: 2.73e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5488736215185415 0.9910669304270404 0.6431176973751497
yplus, min,max,mean 28.53139074441015 51.5173561586833 33.43035919214031
uplus, min,max,mean 16.093477704439355 32.3900932058477 25.013912514743783
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        67289            686529  0.000152         0.0179
           2(D)         6321            126935   0.00318        0.00308
           3(D)          158               484    0.0194       1.55e-05
         --------------------------------------------------------------
         Grid Complexity: 1.31186
         Operator Complexity: 1.50426
         Total Memory Usage: 0.045366 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.802859e+00
              0             1.82349   1.766543e-02         0.0046
              1              1.8235   1.155445e-03         0.0654
              2              1.8235   1.519694e-04         0.1315
         --------------------------------------------------------------
         Total Iterations: 3
         Avg Convergence Rate: 		         0.0342
         Final Residual: 		   1.519694e-04
         Total Reduction in Residual: 	   3.996188e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0295701
    setup: 0.0251587 s
    solve: 0.00441139 s
    solve(per iteration): 0.00147046 s
resid in solve_pyamgx: 1.52e-04
time solve_pyamgx: 3.39e-02
time k: 4.64e-02
modify_eps, ustar[-2,-2],[2,2] 0.629298635439398 0.630021229378938
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        67272            687334  0.000152          0.018
           2(D)         6133            119263   0.00317         0.0029
           3(D)           97               173    0.0184       6.77e-06
         --------------------------------------------------------------
         Grid Complexity: 1.31073
         Operator Complexity: 1.49981
         Total Memory Usage: 0.0451921 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   1.958788e+02
              0             1.82349   1.447217e-01         0.0007
              1              1.8235   3.210174e-02         0.2218
              2              1.8235   7.659983e-03         0.2386
         --------------------------------------------------------------
         Total Iterations: 3
         Avg Convergence Rate: 		         0.0339
         Final Residual: 		   7.659983e-03
         Total Reduction in Residual: 	   3.910573e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0293666
    setup: 0.0249681 s
    solve: 0.00439846 s
    solve(per iteration): 0.00146615 s
resid in solve_pyamgx: 7.66e-03
time solve_pyamgx: 3.38e-02
time eps: 4.08e-02

--time step:  76, iter:1, max residual:1.15e-07, u:2.73e-09, v:6.54e-10, w:1.65e-09, p:1.15e-07, k:9.28e-11, eps:3.65e-12, om:0.00e+00


monitor time step:  76, iter:1, u: 1.62e+01, v:-1.20e-01, w:-1.46e+00, p: 3.62e-01, k: 1.33e+00, eps: 1.93e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  1, umax: 3.23e+01, vismax: 7.73e+02, kmin: 3.55e-02, epsmin: 3.18e-01, ommin: 1.00e+00, fkmax: 5.05e+00

time one iteration: 1.95e-01
vismean_mean 2.077922077922078e-18
modify_u, ustar[-2,-2],[2,2] 0.629298635439398 0.630021229378938
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05          0.024
           1(D)        20320            216490  0.000524        0.00563
           2(D)         2526             10388   0.00163       0.000307
         --------------------------------------------------------------
         Grid Complexity: 1.09658
         Operator Complexity: 1.13794
         Total Memory Usage: 0.0299124 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.780732e+00
              0             1.82349   9.925635e-02         0.0263
              1              1.8235   1.103717e-02         0.1112
              2              1.8235   2.003353e-03         0.1815
              3              1.8235   4.784602e-04         0.2388
              4              1.8235   1.118919e-04         0.2339
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1242
         Final Residual: 		   1.118919e-04
         Total Reduction in Residual: 	   2.959529e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0230698
    setup: 0.01702 s
    solve: 0.00604979 s
    solve(per iteration): 0.00120996 s
resid in solve_pyamgx: 1.12e-04
time solve_pyamgx: 2.74e-02
time u: 3.35e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.548602e+00
              0             1.82349   6.294071e-02         0.0247
              1              1.8235   2.752748e-03         0.0437
              2              1.8235   4.485531e-04         0.1629
              3              1.8235   8.464212e-05         0.1887
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0759
         Final Residual: 		   8.464212e-05
         Total Reduction in Residual: 	   3.321119e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0219174
    setup: 0.01702 s
    solve: 0.00489734 s
    solve(per iteration): 0.00122434 s
resid in solve_pyamgx: 8.46e-05
time solve_pyamgx: 5.36e-03
time v: 7.75e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.419273e+00
              0             1.82349   8.158771e-02         0.0239
              1              1.8235   6.394082e-03         0.0784
              2              1.8235   1.232543e-03         0.1928
              3              1.8235   2.965847e-04         0.2406
              4              1.8235   6.671272e-05         0.2249
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1143
         Final Residual: 		   6.671272e-05
         Total Reduction in Residual: 	   1.951079e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0230801
    setup: 0.01702 s
    solve: 0.00606003 s
    solve(per iteration): 0.00121201 s
resid in solve_pyamgx: 6.67e-05
time solve_pyamgx: 6.48e-03
time w: 8.11e-03
area_out 3.2
flow_in 86.7658688111229 flow_out 86.76453734824743 area_out 3.2 flow_out_new 86.7658688111229 uinc: 0.00041608214858435133
xp.sum(su3d) -1.4247492075014634e-11
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.769388e+00
              0             1.82349   1.474769e+00         0.5325
              1              1.8235   7.414600e-01         0.5028
              2              1.8235   3.543178e-01         0.4779
              3              1.8235   1.781611e-01         0.5028
              4              1.8235   9.289906e-02         0.5214
              5              1.8235   4.678320e-02         0.5036
              6              1.8235   2.509069e-02         0.5363
              7              1.8235   1.423797e-02         0.5675
              8              1.8235   7.857474e-03         0.5519
              9              1.8235   4.318140e-03         0.5496
             10              1.8235   2.935131e-03         0.6797
             11              1.8235   1.730880e-03         0.5897
             12              1.8235   9.581822e-04         0.5536
             13              1.8235   5.024917e-04         0.5244
             14              1.8235   2.612453e-04         0.5199
             15              1.8235   1.329570e-04         0.5089
         --------------------------------------------------------------
         Total Iterations: 16
         Avg Convergence Rate: 		         0.5371
         Final Residual: 		   1.329570e-04
         Total Reduction in Residual: 	   4.800951e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.180207
    setup: 0.138297 s
    solve: 0.0419104 s
    solve(per iteration): 0.0026194 s
resid in solve_px: 1.33e-04
time p: 4.96e-02
time Smag or Wale: 9.54e-07

comm_min_pans:  -1.13e+03, pk_max: 1.00e+03, u2prim_max: 3.86e+00, v2prim_max: 1.26e+00, w2prim_max: 2.70e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.548905931007516 0.982576855873086 0.6432019881005836
yplus, min,max,mean 28.53307024697421 51.07602754486165 33.43474076838883
uplus, min,max,mean 16.051314583485304 33.36988744697357 25.03110198160867
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        67352            687440  0.000152          0.018
           2(D)         6261            126345   0.00322        0.00306
           3(D)          178               594    0.0187       1.86e-05
         --------------------------------------------------------------
         Grid Complexity: 1.31195
         Operator Complexity: 1.50453
         Total Memory Usage: 0.0453767 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   4.000740e+00
              0             1.82349   3.855020e-02         0.0096
              1              1.8235   6.875768e-03         0.1784
              2              1.8235   1.722762e-03         0.2506
              3              1.8235   4.529325e-04         0.2629
              4              1.8235   1.245483e-04         0.2750
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1255
         Final Residual: 		   1.245483e-04
         Total Reduction in Residual: 	   3.113133e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0325104
    setup: 0.0252749 s
    solve: 0.00723558 s
    solve(per iteration): 0.00144712 s
resid in solve_pyamgx: 1.25e-04
time solve_pyamgx: 3.69e-02
time k: 4.95e-02
modify_eps, ustar[-2,-2],[2,2] 0.6293280044153091 0.6300222552675744
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        67287            688165  0.000152          0.018
           2(D)         6130            122206   0.00325        0.00296
           3(D)          126               338    0.0213       1.13e-05
         --------------------------------------------------------------
         Grid Complexity: 1.31091
         Operator Complexity: 1.50225
         Total Memory Usage: 0.0452821 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.968635e+02
              0             1.82349   1.332736e+00         0.0022
              1              1.8235   2.832879e-01         0.2126
              2              1.8235   6.682449e-02         0.2359
              3              1.8235   1.843703e-02         0.2759
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0746
         Final Residual: 		   1.843703e-02
         Total Reduction in Residual: 	   3.088986e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0309953
    setup: 0.0251821 s
    solve: 0.00581318 s
    solve(per iteration): 0.0014533 s
resid in solve_pyamgx: 1.84e-02
time solve_pyamgx: 3.53e-02
time eps: 4.24e-02

--time step:  77, iter:0, max residual:3.43e-07, u:8.74e-08, v:6.61e-08, w:5.21e-08, p:3.43e-07, k:7.60e-11, eps:8.79e-12, om:0.00e+00


monitor time step:  77, iter:0, u: 1.61e+01, v:-1.01e-01, w:-1.58e+00, p:-2.83e-01, k: 1.33e+00, eps: 1.93e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  0, umax: 3.24e+01, vismax: 7.72e+02, kmin: 3.49e-02, epsmin: 3.16e-01, ommin: 1.00e+00, fkmax: 4.54e+00

time one iteration: 1.99e-01
modify_u, ustar[-2,-2],[2,2] 0.6293280044153091 0.6300222552675744
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05          0.024
           1(D)        20308            216612  0.000525        0.00564
           2(D)         2563             10579   0.00161       0.000313
         --------------------------------------------------------------
         Grid Complexity: 1.09669
         Operator Complexity: 1.13813
         Total Memory Usage: 0.0299204 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   8.256074e-02
              0             1.82349   2.655382e-03         0.0322
              1              1.8235   3.088506e-04         0.1163
              2              1.8235   5.505552e-05         0.1783
              3              1.8235   1.312291e-05         0.2384
              4              1.8235   3.119435e-06         0.2377
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1305
         Final Residual: 		   3.119435e-06
         Total Reduction in Residual: 	   3.778352e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0230995
    setup: 0.0170189 s
    solve: 0.00608058 s
    solve(per iteration): 0.00121612 s
resid in solve_pyamgx: 3.12e-06
time solve_pyamgx: 2.74e-02
time u: 3.19e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.196327e-02
              0             1.82349   1.672689e-03         0.0322
              1              1.8235   2.441695e-04         0.1460
              2              1.8235   4.246377e-05         0.1739
              3              1.8235   1.102256e-05         0.2596
              4              1.8235   3.074058e-06         0.2789
              5              1.8235   8.543116e-07         0.2779
         --------------------------------------------------------------
         Total Iterations: 6
         Avg Convergence Rate: 		         0.1595
         Final Residual: 		   8.543116e-07
         Total Reduction in Residual: 	   1.644068e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0243296
    setup: 0.0170189 s
    solve: 0.00731069 s
    solve(per iteration): 0.00121845 s
resid in solve_pyamgx: 8.54e-07
time solve_pyamgx: 7.72e-03
time v: 9.99e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   6.690869e-02
              0             1.82349   1.864537e-03         0.0279
              1              1.8235   1.990676e-04         0.1068
              2              1.8235   3.502978e-05         0.1760
              3              1.8235   8.768139e-06         0.2503
              4              1.8235   2.097853e-06         0.2393
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1257
         Final Residual: 		   2.097853e-06
         Total Reduction in Residual: 	   3.135398e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0230879
    setup: 0.0170189 s
    solve: 0.00606902 s
    solve(per iteration): 0.0012138 s
resid in solve_pyamgx: 2.10e-06
time solve_pyamgx: 6.61e-03
time w: 8.32e-03
area_out 3.2
flow_in 86.7658688111229 flow_out 86.76453714901902 area_out 3.2 flow_out_new 86.76586881112289 uinc: 0.00041614440746240433
xp.sum(su3d) -2.1501467273310482e-11
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   8.072897e-01
              0             1.82349   4.970251e-01         0.6157
              1              1.8235   2.424611e-01         0.4878
              2              1.8235   1.158156e-01         0.4777
              3              1.8235   5.673015e-02         0.4898
              4              1.8235   2.880356e-02         0.5077
              5              1.8235   1.488077e-02         0.5166
              6              1.8235   7.920460e-03         0.5323
              7              1.8235   4.380825e-03         0.5531
              8              1.8235   2.393620e-03         0.5464
              9              1.8235   1.289877e-03         0.5389
             10              1.8235   8.676767e-04         0.6727
             11              1.8235   5.082651e-04         0.5858
             12              1.8235   2.793708e-04         0.5497
             13              1.8235   1.459064e-04         0.5223
             14              1.8235   7.528979e-05         0.5160
             15              1.8235   3.842728e-05         0.5104
         --------------------------------------------------------------
         Total Iterations: 16
         Avg Convergence Rate: 		         0.5368
         Final Residual: 		   3.842728e-05
         Total Reduction in Residual: 	   4.760036e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.180326
    setup: 0.138297 s
    solve: 0.0420293 s
    solve(per iteration): 0.00262683 s
resid in solve_px: 3.84e-05
time p: 4.97e-02
time Smag or Wale: 4.77e-07

comm_min_pans:  -1.11e+03, pk_max: 1.01e+03, u2prim_max: 3.86e+00, v2prim_max: 1.26e+00, w2prim_max: 2.70e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5770713373021025 0.9896950220690923 0.6435215230675099
yplus, min,max,mean 29.997156296951694 51.446042012964575 33.45135074314522
uplus, min,max,mean 16.049320583828294 33.43054783263038 25.01828551816638
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        67348            689736  0.000152          0.018
           2(D)         6354            127852   0.00317         0.0031
           3(D)          149               457    0.0206       1.47e-05
         --------------------------------------------------------------
         Grid Complexity: 1.31221
         Operator Complexity: 1.5068
         Total Memory Usage: 0.0454619 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.716201e+00
              0             1.82349   1.730095e-02         0.0047
              1              1.8235   1.074161e-03         0.0621
              2              1.8235   1.403043e-04         0.1306
         --------------------------------------------------------------
         Total Iterations: 3
         Avg Convergence Rate: 		         0.0335
         Final Residual: 		   1.403043e-04
         Total Reduction in Residual: 	   3.775477e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0297883
    setup: 0.0253591 s
    solve: 0.00442915 s
    solve(per iteration): 0.00147638 s
resid in solve_pyamgx: 1.40e-04
time solve_pyamgx: 3.41e-02
time k: 4.71e-02
modify_eps, ustar[-2,-2],[2,2] 0.6293405723893316 0.6300322547383194
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        67329            687875  0.000152          0.018
           2(D)         6197            121231   0.00316        0.00294
           3(D)          113               257    0.0201       9.13e-06
         --------------------------------------------------------------
         Grid Complexity: 1.31131
         Operator Complexity: 1.50142
         Total Memory Usage: 0.0452571 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   1.833417e+02
              0             1.82349   1.299835e-01         0.0007
              1              1.8235   3.056385e-02         0.2351
              2              1.8235   7.479056e-03         0.2447
         --------------------------------------------------------------
         Total Iterations: 3
         Avg Convergence Rate: 		         0.0344
         Final Residual: 		   7.479056e-03
         Total Reduction in Residual: 	   4.079298e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0295642
    setup: 0.0251476 s
    solve: 0.00441664 s
    solve(per iteration): 0.00147221 s
resid in solve_pyamgx: 7.48e-03
time solve_pyamgx: 3.39e-02
time eps: 4.09e-02

--time step:  77, iter:1, max residual:1.17e-07, u:2.44e-09, v:6.67e-10, w:1.64e-09, p:1.17e-07, k:8.56e-11, eps:3.57e-12, om:0.00e+00


monitor time step:  77, iter:1, u: 1.61e+01, v:-1.06e-01, w:-1.59e+00, p:-5.13e-01, k: 1.33e+00, eps: 1.93e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  1, umax: 3.24e+01, vismax: 7.60e+02, kmin: 3.49e-02, epsmin: 3.16e-01, ommin: 1.00e+00, fkmax: 5.03e+00

time one iteration: 1.96e-01
vismean_mean 2.0512820512820513e-18
modify_u, ustar[-2,-2],[2,2] 0.6293405723893316 0.6300322547383194
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05          0.024
           1(D)        20300            216490  0.000525        0.00563
           2(D)         2533             10509   0.00164        0.00031
         --------------------------------------------------------------
         Grid Complexity: 1.09653
         Operator Complexity: 1.13802
         Total Memory Usage: 0.0299144 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.807458e+00
              0             1.82349   1.004482e-01         0.0264
              1              1.8235   1.114243e-02         0.1109
              2              1.8235   2.034821e-03         0.1826
              3              1.8235   4.805616e-04         0.2362
              4              1.8235   1.127286e-04         0.2346
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1242
         Final Residual: 		   1.127286e-04
         Total Reduction in Residual: 	   2.960732e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0231241
    setup: 0.0170581 s
    solve: 0.00606598 s
    solve(per iteration): 0.0012132 s
resid in solve_pyamgx: 1.13e-04
time solve_pyamgx: 2.75e-02
time u: 3.35e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.562546e+00
              0             1.82349   6.334045e-02         0.0247
              1              1.8235   2.771891e-03         0.0438
              2              1.8235   4.539619e-04         0.1638
              3              1.8235   8.436897e-05         0.1859
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0757
         Final Residual: 		   8.436897e-05
         Total Reduction in Residual: 	   3.292388e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0219141
    setup: 0.0170581 s
    solve: 0.004856 s
    solve(per iteration): 0.001214 s
resid in solve_pyamgx: 8.44e-05
time solve_pyamgx: 5.31e-03
time v: 7.54e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.445381e+00
              0             1.82349   8.189664e-02         0.0238
              1              1.8235   6.433792e-03         0.0786
              2              1.8235   1.249251e-03         0.1942
              3              1.8235   2.982033e-04         0.2387
              4              1.8235   6.778538e-05         0.2273
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1145
         Final Residual: 		   6.778538e-05
         Total Reduction in Residual: 	   1.967428e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0231448
    setup: 0.0170581 s
    solve: 0.00608669 s
    solve(per iteration): 0.00121734 s
resid in solve_pyamgx: 6.78e-05
time solve_pyamgx: 6.53e-03
time w: 8.21e-03
area_out 3.2
flow_in 86.76586881112289 flow_out 86.7645372130812 area_out 3.2 flow_out_new 86.76586881112286 uinc: 0.0004161243880274057
xp.sum(su3d) 8.112177596331094e-12
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.793143e+00
              0             1.82349   1.484395e+00         0.5314
              1              1.8235   7.485154e-01         0.5043
              2              1.8235   3.582465e-01         0.4786
              3              1.8235   1.811048e-01         0.5055
              4              1.8235   9.459817e-02         0.5223
              5              1.8235   4.771185e-02         0.5044
              6              1.8235   2.566428e-02         0.5379
              7              1.8235   1.456341e-02         0.5675
              8              1.8235   8.037625e-03         0.5519
              9              1.8235   4.417367e-03         0.5496
             10              1.8235   2.997001e-03         0.6785
             11              1.8235   1.759768e-03         0.5872
             12              1.8235   9.726808e-04         0.5527
             13              1.8235   5.088290e-04         0.5231
             14              1.8235   2.632526e-04         0.5174
             15              1.8235   1.335478e-04         0.5073
         --------------------------------------------------------------
         Total Iterations: 16
         Avg Convergence Rate: 		         0.5370
         Final Residual: 		   1.335478e-04
         Total Reduction in Residual: 	   4.781273e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.180158
    setup: 0.138297 s
    solve: 0.0418611 s
    solve(per iteration): 0.00261632 s
resid in solve_px: 1.34e-04
time p: 4.93e-02
time Smag or Wale: 4.77e-07

comm_min_pans:  -1.11e+03, pk_max: 1.00e+03, u2prim_max: 3.85e+00, v2prim_max: 1.25e+00, w2prim_max: 2.68e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5767573063596318 1.001085210112362 0.643574865149697
yplus, min,max,mean 29.980832430811656 52.038123492150504 33.45412355592095
uplus, min,max,mean 16.012399156673112 34.09547714657425 25.03577771452595
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        67393            689245  0.000152          0.018
           2(D)         6220            123246   0.00319        0.00299
           3(D)          126               334     0.021       1.12e-05
         --------------------------------------------------------------
         Grid Complexity: 1.31173
         Operator Complexity: 1.50356
         Total Memory Usage: 0.0453396 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.582269e+00
              0             1.82349   3.805128e-02         0.0106
              1              1.8235   6.707627e-03         0.1763
              2              1.8235   1.639878e-03         0.2445
              3              1.8235   4.389920e-04         0.2677
              4              1.8235   1.268847e-04         0.2890
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1288
         Final Residual: 		   1.268847e-04
         Total Reduction in Residual: 	   3.542021e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0325057
    setup: 0.0252641 s
    solve: 0.00724157 s
    solve(per iteration): 0.00144831 s
resid in solve_pyamgx: 1.27e-04
time solve_pyamgx: 3.68e-02
time k: 4.93e-02
modify_eps, ustar[-2,-2],[2,2] 0.6293685227765815 0.6300672659279362
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        67212            687876  0.000152          0.018
           2(D)         6076            119804   0.00325        0.00291
           3(D)          114               296    0.0228          1e-05
         --------------------------------------------------------------
         Grid Complexity: 1.31031
         Operator Complexity: 1.50056
         Total Memory Usage: 0.0452137 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   4.971525e+02
              0             1.82349   1.318702e+00         0.0027
              1              1.8235   2.709555e-01         0.2055
              2              1.8235   6.324480e-02         0.2334
              3              1.8235   1.670943e-02         0.2642
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0761
         Final Residual: 		   1.670943e-02
         Total Reduction in Residual: 	   3.361027e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0310028
    setup: 0.0252118 s
    solve: 0.00579098 s
    solve(per iteration): 0.00144774 s
resid in solve_pyamgx: 1.67e-02
time solve_pyamgx: 3.53e-02
time eps: 4.23e-02

--time step:  78, iter:0, max residual:3.41e-07, u:8.81e-08, v:6.59e-08, w:5.30e-08, p:3.41e-07, k:7.74e-11, eps:7.97e-12, om:0.00e+00


monitor time step:  78, iter:0, u: 1.59e+01, v:-8.62e-02, w:-1.71e+00, p:-1.11e+00, k: 1.33e+00, eps: 1.93e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  0, umax: 3.23e+01, vismax: 7.79e+02, kmin: 3.43e-02, epsmin: 3.14e-01, ommin: 1.00e+00, fkmax: 4.54e+00

time one iteration: 1.98e-01
modify_u, ustar[-2,-2],[2,2] 0.6293685227765815 0.6300672659279362
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05          0.024
           1(D)        20319            216949  0.000525        0.00564
           2(D)         2532             10528   0.00164       0.000311
         --------------------------------------------------------------
         Grid Complexity: 1.0966
         Operator Complexity: 1.13831
         Total Memory Usage: 0.029926 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   8.288168e-02
              0             1.82349   2.665524e-03         0.0322
              1              1.8235   3.082548e-04         0.1156
              2              1.8235   5.615591e-05         0.1822
              3              1.8235   1.388003e-05         0.2472
              4              1.8235   3.497040e-06         0.2519
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1334
         Final Residual: 		   3.497040e-06
         Total Reduction in Residual: 	   4.219316e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0231484
    setup: 0.0170803 s
    solve: 0.0060681 s
    solve(per iteration): 0.00121362 s
resid in solve_pyamgx: 3.50e-06
time solve_pyamgx: 2.75e-02
time u: 3.20e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.198810e-02
              0             1.82349   1.688158e-03         0.0325
              1              1.8235   2.482384e-04         0.1470
              2              1.8235   4.257531e-05         0.1715
              3              1.8235   1.053972e-05         0.2476
              4              1.8235   2.721708e-06         0.2582
              5              1.8235   6.524072e-07         0.2397
         --------------------------------------------------------------
         Total Iterations: 6
         Avg Convergence Rate: 		         0.1524
         Final Residual: 		   6.524072e-07
         Total Reduction in Residual: 	   1.254916e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0243906
    setup: 0.0170803 s
    solve: 0.00731024 s
    solve(per iteration): 0.00121837 s
resid in solve_pyamgx: 6.52e-07
time solve_pyamgx: 7.74e-03
time v: 1.00e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   6.748556e-02
              0             1.82349   1.877226e-03         0.0278
              1              1.8235   1.993284e-04         0.1062
              2              1.8235   3.430103e-05         0.1721
              3              1.8235   8.467214e-06         0.2469
              4              1.8235   2.002934e-06         0.2366
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1243
         Final Residual: 		   2.002934e-06
         Total Reduction in Residual: 	   2.967945e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0231506
    setup: 0.0170803 s
    solve: 0.00607027 s
    solve(per iteration): 0.00121405 s
resid in solve_pyamgx: 2.00e-06
time solve_pyamgx: 6.57e-03
time w: 8.21e-03
area_out 3.2
flow_in 86.76586881112289 flow_out 86.76453702205326 area_out 3.2 flow_out_new 86.7658688111229 uinc: 0.000416184084257587
xp.sum(su3d) 3.141042981269493e-12
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   8.100984e-01
              0             1.82349   5.004750e-01         0.6178
              1              1.8235   2.448461e-01         0.4892
              2              1.8235   1.168275e-01         0.4771
              3              1.8235   5.735894e-02         0.4910
              4              1.8235   2.914764e-02         0.5082
              5              1.8235   1.508558e-02         0.5176
              6              1.8235   8.038679e-03         0.5329
              7              1.8235   4.439468e-03         0.5523
              8              1.8235   2.430342e-03         0.5474
              9              1.8235   1.312097e-03         0.5399
             10              1.8235   8.835399e-04         0.6734
             11              1.8235   5.177477e-04         0.5860
             12              1.8235   2.842284e-04         0.5490
             13              1.8235   1.485369e-04         0.5226
             14              1.8235   7.643042e-05         0.5146
             15              1.8235   3.909981e-05         0.5116
         --------------------------------------------------------------
         Total Iterations: 16
         Avg Convergence Rate: 		         0.5373
         Final Residual: 		   3.909981e-05
         Total Reduction in Residual: 	   4.826551e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.1804
    setup: 0.138297 s
    solve: 0.042103 s
    solve(per iteration): 0.00263144 s
resid in solve_px: 3.91e-05
time p: 4.98e-02
time Smag or Wale: 7.15e-07

comm_min_pans:  -1.11e+03, pk_max: 1.01e+03, u2prim_max: 3.85e+00, v2prim_max: 1.25e+00, w2prim_max: 2.68e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5759009756058102 1.0056206410239625 0.6438057649834071
yplus, min,max,mean 29.93631889183679 52.273882957462654 33.46612612467289
uplus, min,max,mean 16.009465055910756 34.14628127068525 25.026238191525096
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 5
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        66807            687993  0.000154          0.018
           2(D)         6213            125829   0.00326        0.00305
           3(D)          155               497    0.0207       1.69e-05
           4(D)            2                 2       0.5       1.19e-07
         --------------------------------------------------------------
         Grid Complexity: 1.30936
         Operator Complexity: 1.50449
         Total Memory Usage: 0.0453447 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.666162e+00
              0             1.82349   1.726236e-02         0.0047
              1              1.8235   1.042400e-03         0.0604
              2              1.8235   1.470481e-04         0.1411
         --------------------------------------------------------------
         Total Iterations: 3
         Avg Convergence Rate: 		         0.0342
         Final Residual: 		   1.470481e-04
         Total Reduction in Residual: 	   4.010954e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0307222
    setup: 0.0261254 s
    solve: 0.0045968 s
    solve(per iteration): 0.00153227 s
resid in solve_pyamgx: 1.47e-04
time solve_pyamgx: 3.51e-02
time k: 4.76e-02
modify_eps, ustar[-2,-2],[2,2] 0.629380474296745 0.6300924757784843
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        66748            686558  0.000154         0.0179
           2(D)         6171            119821   0.00315        0.00291
           3(D)          124               370    0.0241        1.2e-05
         --------------------------------------------------------------
         Grid Complexity: 1.30879
         Operator Complexity: 1.4998
         Total Memory Usage: 0.0451675 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   1.543445e+02
              0             1.82349   1.261393e-01         0.0008
              1              1.8235   2.882750e-02         0.2285
              2              1.8235   7.004597e-03         0.2430
         --------------------------------------------------------------
         Total Iterations: 3
         Avg Convergence Rate: 		         0.0357
         Final Residual: 		   7.004597e-03
         Total Reduction in Residual: 	   4.538289e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0295674
    setup: 0.0251591 s
    solve: 0.00440832 s
    solve(per iteration): 0.00146944 s
resid in solve_pyamgx: 7.00e-03
time solve_pyamgx: 3.39e-02
time eps: 4.09e-02

--time step:  78, iter:1, max residual:1.19e-07, u:2.73e-09, v:5.10e-10, w:1.56e-09, p:1.19e-07, k:8.98e-11, eps:3.34e-12, om:0.00e+00


monitor time step:  78, iter:1, u: 1.59e+01, v:-9.11e-02, w:-1.72e+00, p:-1.34e+00, k: 1.32e+00, eps: 1.93e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  1, umax: 3.23e+01, vismax: 7.78e+02, kmin: 3.43e-02, epsmin: 3.14e-01, ommin: 1.00e+00, fkmax: 5.08e+00

time one iteration: 1.97e-01
vismean_mean 2.025316455696202e-18
modify_u, ustar[-2,-2],[2,2] 0.629380474296745 0.6300924757784843
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05          0.024
           1(D)        20341            217019  0.000525        0.00565
           2(D)         2467             10207   0.00168       0.000302
         --------------------------------------------------------------
         Grid Complexity: 1.09642
         Operator Complexity: 1.13815
         Total Memory Usage: 0.0299186 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.834894e+00
              0             1.82349   1.016519e-01         0.0265
              1              1.8235   1.111766e-02         0.1094
              2              1.8235   2.028061e-03         0.1824
              3              1.8235   4.848474e-04         0.2391
              4              1.8235   1.164660e-04         0.2402
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1249
         Final Residual: 		   1.164660e-04
         Total Reduction in Residual: 	   3.037008e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0225387
    setup: 0.0164577 s
    solve: 0.00608096 s
    solve(per iteration): 0.00121619 s
resid in solve_pyamgx: 1.16e-04
time solve_pyamgx: 2.69e-02
time u: 3.30e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.576784e+00
              0             1.82349   6.374598e-02         0.0247
              1              1.8235   2.795866e-03         0.0439
              2              1.8235   4.545825e-04         0.1626
              3              1.8235   8.224189e-05         0.1809
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0752
         Final Residual: 		   8.224189e-05
         Total Reduction in Residual: 	   3.191649e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0212989
    setup: 0.0164577 s
    solve: 0.00484115 s
    solve(per iteration): 0.00121029 s
resid in solve_pyamgx: 8.22e-05
time solve_pyamgx: 5.29e-03
time v: 7.54e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.469761e+00
              0             1.82349   8.215399e-02         0.0237
              1              1.8235   6.411140e-03         0.0780
              2              1.8235   1.213702e-03         0.1893
              3              1.8235   2.924653e-04         0.2410
              4              1.8235   6.792250e-05         0.2322
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1144
         Final Residual: 		   6.792250e-05
         Total Reduction in Residual: 	   1.957556e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0225444
    setup: 0.0164577 s
    solve: 0.00608666 s
    solve(per iteration): 0.00121733 s
resid in solve_pyamgx: 6.79e-05
time solve_pyamgx: 6.60e-03
time w: 8.30e-03
area_out 3.2
flow_in 86.76586881112289 flow_out 86.76453708948793 area_out 3.2 flow_out_new 86.76586881112289 uinc: 0.00041616301092339825
xp.sum(su3d) -9.419132140919828e-13
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.812907e+00
              0             1.82349   1.494310e+00         0.5312
              1              1.8235   7.556557e-01         0.5057
              2              1.8235   3.625017e-01         0.4797
              3              1.8235   1.839534e-01         0.5075
              4              1.8235   9.629240e-02         0.5235
              5              1.8235   4.869173e-02         0.5057
              6              1.8235   2.626218e-02         0.5394
              7              1.8235   1.489512e-02         0.5672
              8              1.8235   8.235272e-03         0.5529
              9              1.8235   4.527357e-03         0.5498
             10              1.8235   3.068479e-03         0.6778
             11              1.8235   1.796759e-03         0.5856
             12              1.8235   9.928006e-04         0.5526
             13              1.8235   5.183571e-04         0.5221
             14              1.8235   2.673571e-04         0.5158
             15              1.8235   1.355638e-04         0.5071
         --------------------------------------------------------------
         Total Iterations: 16
         Avg Convergence Rate: 		         0.5373
         Final Residual: 		   1.355638e-04
         Total Reduction in Residual: 	   4.819347e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.18006
    setup: 0.138297 s
    solve: 0.0417629 s
    solve(per iteration): 0.00261018 s
resid in solve_px: 1.36e-04
time p: 4.94e-02
time Smag or Wale: 7.15e-07

comm_min_pans:  -1.05e+03, pk_max: 1.00e+03, u2prim_max: 3.84e+00, v2prim_max: 1.25e+00, w2prim_max: 2.65e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5756049294792037 1.0086607860621242 0.6438924002856584
yplus, min,max,mean 29.920929907222792 52.431914902527694 33.470629576039265
uplus, min,max,mean 15.978263517775213 34.42468260523172 25.041987251532053
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        66760            686992  0.000154         0.0179
           2(D)         6334            126622   0.00316        0.00307
           3(D)          162               458    0.0175       1.51e-05
         --------------------------------------------------------------
         Grid Complexity: 1.30969
         Operator Complexity: 1.50434
         Total Memory Usage: 0.045342 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.485324e+00
              0             1.82349   3.855649e-02         0.0111
              1              1.8235   6.668137e-03         0.1729
              2              1.8235   1.595379e-03         0.2393
              3              1.8235   4.297887e-04         0.2694
              4              1.8235   1.231551e-04         0.2865
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1287
         Final Residual: 		   1.231551e-04
         Total Reduction in Residual: 	   3.533534e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0326028
    setup: 0.0253528 s
    solve: 0.00724992 s
    solve(per iteration): 0.00144998 s
resid in solve_pyamgx: 1.23e-04
time solve_pyamgx: 3.70e-02
time k: 4.97e-02
modify_eps, ustar[-2,-2],[2,2] 0.6294070773814868 0.6301632414779468
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        66799            687049  0.000154         0.0179
           2(D)         6110            117996   0.00316        0.00287
           3(D)          117               277    0.0202       9.69e-06
         --------------------------------------------------------------
         Grid Complexity: 1.30872
         Operator Complexity: 1.49892
         Total Memory Usage: 0.0451348 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   4.956830e+02
              0             1.82349   1.317910e+00         0.0027
              1              1.8235   2.699006e-01         0.2048
              2              1.8235   6.301951e-02         0.2335
              3              1.8235   1.624649e-02         0.2578
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0757
         Final Residual: 		   1.624649e-02
         Total Reduction in Residual: 	   3.277597e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0310137
    setup: 0.0252191 s
    solve: 0.00579462 s
    solve(per iteration): 0.00144866 s
resid in solve_pyamgx: 1.62e-02
time solve_pyamgx: 3.55e-02
time eps: 4.25e-02

--time step:  79, iter:0, max residual:3.43e-07, u:9.10e-08, v:6.43e-08, w:5.31e-08, p:3.43e-07, k:7.52e-11, eps:7.75e-12, om:0.00e+00


monitor time step:  79, iter:0, u: 1.58e+01, v:-7.24e-02, w:-1.82e+00, p:-1.87e+00, k: 1.32e+00, eps: 1.93e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  0, umax: 3.23e+01, vismax: 7.78e+02, kmin: 3.38e-02, epsmin: 3.12e-01, ommin: 1.00e+00, fkmax: 4.64e+00

time one iteration: 1.99e-01
modify_u, ustar[-2,-2],[2,2] 0.6294070773814868 0.6301632414779468
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05          0.024
           1(D)        20300            216084  0.000524        0.00562
           2(D)         2389              9855   0.00173       0.000291
         --------------------------------------------------------------
         Grid Complexity: 1.09592
         Operator Complexity: 1.13737
         Total Memory Usage: 0.0298842 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   8.371750e-02
              0             1.82349   2.683380e-03         0.0321
              1              1.8235   3.094406e-04         0.1153
              2              1.8235   5.734437e-05         0.1853
              3              1.8235   1.409408e-05         0.2458
              4              1.8235   3.575792e-06         0.2537
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1337
         Final Residual: 		   3.575792e-06
         Total Reduction in Residual: 	   4.271260e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.022487
    setup: 0.0164147 s
    solve: 0.00607232 s
    solve(per iteration): 0.00121446 s
resid in solve_pyamgx: 3.58e-06
time solve_pyamgx: 2.69e-02
time u: 3.15e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.199763e-02
              0             1.82349   1.709188e-03         0.0329
              1              1.8235   2.511899e-04         0.1470
              2              1.8235   4.346001e-05         0.1730
              3              1.8235   1.107389e-05         0.2548
              4              1.8235   3.093542e-06         0.2794
              5              1.8235   8.287856e-07         0.2679
         --------------------------------------------------------------
         Total Iterations: 6
         Avg Convergence Rate: 		         0.1586
         Final Residual: 		   8.287856e-07
         Total Reduction in Residual: 	   1.593891e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0237481
    setup: 0.0164147 s
    solve: 0.00733341 s
    solve(per iteration): 0.00122223 s
resid in solve_pyamgx: 8.29e-07
time solve_pyamgx: 7.85e-03
time v: 1.01e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   6.752493e-02
              0             1.82349   1.874651e-03         0.0278
              1              1.8235   1.967641e-04         0.1050
              2              1.8235   3.386969e-05         0.1721
              3              1.8235   8.551064e-06         0.2525
              4              1.8235   2.049970e-06         0.2397
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1249
         Final Residual: 		   2.049970e-06
         Total Reduction in Residual: 	   3.035872e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0224721
    setup: 0.0164147 s
    solve: 0.00605741 s
    solve(per iteration): 0.00121148 s
resid in solve_pyamgx: 2.05e-06
time solve_pyamgx: 6.59e-03
time w: 8.30e-03
area_out 3.2
flow_in 86.76586881112289 flow_out 86.76453690082487 area_out 3.2 flow_out_new 86.76586881112289 uinc: 0.0004162219681314028
xp.sum(su3d) 4.265032771400001e-12
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   8.198819e-01
              0             1.82349   5.039811e-01         0.6147
              1              1.8235   2.474384e-01         0.4910
              2              1.8235   1.180314e-01         0.4770
              3              1.8235   5.801137e-02         0.4915
              4              1.8235   2.955536e-02         0.5095
              5              1.8235   1.528298e-02         0.5171
              6              1.8235   8.155274e-03         0.5336
              7              1.8235   4.490818e-03         0.5507
              8              1.8235   2.463075e-03         0.5485
              9              1.8235   1.335182e-03         0.5421
             10              1.8235   9.012195e-04         0.6750
             11              1.8235   5.274812e-04         0.5853
             12              1.8235   2.898616e-04         0.5495
             13              1.8235   1.515972e-04         0.5230
             14              1.8235   7.783433e-05         0.5134
             15              1.8235   3.986067e-05         0.5121
         --------------------------------------------------------------
         Total Iterations: 16
         Avg Convergence Rate: 		         0.5376
         Final Residual: 		   3.986067e-05
         Total Reduction in Residual: 	   4.861757e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.18014
    setup: 0.138297 s
    solve: 0.0418427 s
    solve(per iteration): 0.00261517 s
resid in solve_px: 3.99e-05
time p: 4.97e-02
time Smag or Wale: 4.77e-07

comm_min_pans:  -1.11e+03, pk_max: 1.01e+03, u2prim_max: 3.84e+00, v2prim_max: 1.25e+00, w2prim_max: 2.65e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5748608364958484 1.0073638109785872 0.6440312220246017
yplus, min,max,mean 29.882250679754094 52.36449591672951 33.477845767749564
uplus, min,max,mean 16.075894648069113 31.367773939229544 25.036211926870937
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        66823            687007  0.000154         0.0179
           2(D)         6299            127333   0.00321        0.00308
           3(D)          148               398    0.0182       1.33e-05
         --------------------------------------------------------------
         Grid Complexity: 1.30975
         Operator Complexity: 1.50475
         Total Memory Usage: 0.0453577 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.822947e+00
              0             1.82349   1.851769e-02         0.0048
              1              1.8235   1.274215e-03         0.0688
              2              1.8235   1.491738e-04         0.1171
         --------------------------------------------------------------
         Total Iterations: 3
         Avg Convergence Rate: 		         0.0339
         Final Residual: 		   1.491738e-04
         Total Reduction in Residual: 	   3.902064e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0295433
    setup: 0.0251301 s
    solve: 0.00441325 s
    solve(per iteration): 0.00147108 s
resid in solve_pyamgx: 1.49e-04
time solve_pyamgx: 3.39e-02
time k: 4.64e-02
modify_eps, ustar[-2,-2],[2,2] 0.6294184430363117 0.630203805097123
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 5
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        66804            688200  0.000154          0.018
           2(D)         6153            118413   0.00313        0.00288
           3(D)          117               323    0.0236       1.16e-05
           4(D)            2                 2       0.5       1.19e-07
         --------------------------------------------------------------
         Grid Complexity: 1.30893
         Operator Complexity: 1.49992
         Total Memory Usage: 0.0451744 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.046309e+02
              0             1.82349   1.426905e-01         0.0007
              1              1.8235   3.242550e-02         0.2272
              2              1.8235   7.614238e-03         0.2348
         --------------------------------------------------------------
         Total Iterations: 3
         Avg Convergence Rate: 		         0.0334
         Final Residual: 		   7.614238e-03
         Total Reduction in Residual: 	   3.720963e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0304544
    setup: 0.0259244 s
    solve: 0.00452995 s
    solve(per iteration): 0.00150998 s
resid in solve_pyamgx: 7.61e-03
time solve_pyamgx: 3.48e-02
time eps: 4.18e-02

--time step:  79, iter:1, max residual:1.22e-07, u:2.79e-09, v:6.47e-10, w:1.60e-09, p:1.22e-07, k:9.10e-11, eps:3.63e-12, om:0.00e+00


monitor time step:  79, iter:1, u: 1.58e+01, v:-7.73e-02, w:-1.83e+00, p:-2.10e+00, k: 1.32e+00, eps: 1.92e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  1, umax: 3.23e+01, vismax: 7.72e+02, kmin: 3.38e-02, epsmin: 3.12e-01, ommin: 1.00e+00, fkmax: 4.97e+00

time one iteration: 1.96e-01
vismean_mean 1.9999999999999998e-18
modify_u, ustar[-2,-2],[2,2] 0.6294184430363117 0.630203805097123
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05          0.024
           1(D)        20299            216337  0.000525        0.00563
           2(D)         2237              9433   0.00189       0.000278
         --------------------------------------------------------------
         Grid Complexity: 1.09527
         Operator Complexity: 1.13727
         Total Memory Usage: 0.0298736 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.862628e+00
              0             1.82349   1.027500e-01         0.0266
              1              1.8235   1.111977e-02         0.1082
              2              1.8235   2.035275e-03         0.1830
              3              1.8235   4.829830e-04         0.2373
              4              1.8235   1.172232e-04         0.2427
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1249
         Final Residual: 		   1.172232e-04
         Total Reduction in Residual: 	   3.034804e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0230605
    setup: 0.0169902 s
    solve: 0.00607027 s
    solve(per iteration): 0.00121405 s
resid in solve_pyamgx: 1.17e-04
time solve_pyamgx: 2.74e-02
time u: 3.35e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.591256e+00
              0             1.82349   6.415168e-02         0.0248
              1              1.8235   2.794680e-03         0.0436
              2              1.8235   4.541062e-04         0.1625
              3              1.8235   8.466880e-05         0.1865
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0756
         Final Residual: 		   8.466880e-05
         Total Reduction in Residual: 	   3.267481e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0218563
    setup: 0.0169902 s
    solve: 0.00486605 s
    solve(per iteration): 0.00121651 s
resid in solve_pyamgx: 8.47e-05
time solve_pyamgx: 5.31e-03
time v: 7.53e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.492263e+00
              0             1.82349   8.238934e-02         0.0236
              1              1.8235   6.425580e-03         0.0780
              2              1.8235   1.233126e-03         0.1919
              3              1.8235   2.979262e-04         0.2416
              4              1.8235   6.806410e-05         0.2285
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1143
         Final Residual: 		   6.806410e-05
         Total Reduction in Residual: 	   1.948997e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0230477
    setup: 0.0169902 s
    solve: 0.00605754 s
    solve(per iteration): 0.00121151 s
resid in solve_pyamgx: 6.81e-05
time solve_pyamgx: 6.52e-03
time w: 8.17e-03
area_out 3.2
flow_in 86.7658688111229 flow_out 86.76453696097397 area_out 3.2 flow_out_new 86.76586881112291 uinc: 0.0004162031715404524
xp.sum(su3d) -1.474154132097283e-11
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.840228e+00
              0             1.82349   1.504890e+00         0.5298
              1              1.8235   7.620205e-01         0.5064
              2              1.8235   3.664375e-01         0.4809
              3              1.8235   1.871242e-01         0.5107
              4              1.8235   9.822964e-02         0.5249
              5              1.8235   4.973513e-02         0.5063
              6              1.8235   2.688459e-02         0.5406
              7              1.8235   1.523061e-02         0.5665
              8              1.8235   8.439934e-03         0.5541
              9              1.8235   4.640888e-03         0.5499
             10              1.8235   3.142818e-03         0.6772
             11              1.8235   1.837598e-03         0.5847
             12              1.8235   1.015926e-03         0.5529
             13              1.8235   5.305250e-04         0.5222
             14              1.8235   2.732454e-04         0.5150
             15              1.8235   1.385993e-04         0.5072
         --------------------------------------------------------------
         Total Iterations: 16
         Avg Convergence Rate: 		         0.5377
         Final Residual: 		   1.385993e-04
         Total Reduction in Residual: 	   4.879865e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.180223
    setup: 0.138297 s
    solve: 0.0419261 s
    solve(per iteration): 0.00262038 s
resid in solve_px: 1.39e-04
time p: 4.97e-02
time Smag or Wale: 7.15e-07

comm_min_pans:  -1.09e+03, pk_max: 1.00e+03, u2prim_max: 3.83e+00, v2prim_max: 1.24e+00, w2prim_max: 2.63e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5745886721987142 1.0066385315454234 0.6440784361443432
yplus, min,max,mean 29.8681031135316 52.326794649816314 33.48030003854377
uplus, min,max,mean 16.090784323686965 32.52464249706171 25.052345681292696
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        66876            688924  0.000154          0.018
           2(D)         6278            123554   0.00313          0.003
           3(D)          160               542    0.0212       1.69e-05
         --------------------------------------------------------------
         Grid Complexity: 1.30994
         Operator Complexity: 1.50368
         Total Memory Usage: 0.0453215 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   4.619724e+00
              0             1.82349   3.852219e-02         0.0083
              1              1.8235   6.732759e-03         0.1748
              2              1.8235   1.659123e-03         0.2464
              3              1.8235   4.484877e-04         0.2703
              4              1.8235   1.234961e-04         0.2754
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1217
         Final Residual: 		   1.234961e-04
         Total Reduction in Residual: 	   2.673236e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0324032
    setup: 0.0251864 s
    solve: 0.0072168 s
    solve(per iteration): 0.00144336 s
resid in solve_pyamgx: 1.23e-04
time solve_pyamgx: 3.68e-02
time k: 4.95e-02
modify_eps, ustar[-2,-2],[2,2] 0.6294437636557033 0.6303064274836692
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        66753            687253  0.000154         0.0179
           2(D)         6154            119586   0.00316         0.0029
           3(D)          117               367    0.0268       1.17e-05
         --------------------------------------------------------------
         Grid Complexity: 1.30871
         Operator Complexity: 1.50008
         Total Memory Usage: 0.0451768 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   7.298484e+02
              0             1.82349   1.374928e+00         0.0019
              1              1.8235   2.828749e-01         0.2057
              2              1.8235   6.653974e-02         0.2352
              3              1.8235   1.670913e-02         0.2511
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0692
         Final Residual: 		   1.670913e-02
         Total Reduction in Residual: 	   2.289397e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0308699
    setup: 0.0250491 s
    solve: 0.00582074 s
    solve(per iteration): 0.00145518 s
resid in solve_pyamgx: 1.67e-02
time solve_pyamgx: 3.52e-02
time eps: 4.22e-02

--time step:  80, iter:0, max residual:3.50e-07, u:9.16e-08, v:6.61e-08, w:5.32e-08, p:3.50e-07, k:7.54e-11, eps:7.97e-12, om:0.00e+00


monitor time step:  80, iter:0, u: 1.57e+01, v:-5.94e-02, w:-1.93e+00, p:-2.57e+00, k: 1.32e+00, eps: 1.92e+02, om: 1.00e+00


-- cfl_max_x: 4.05e-01, cfl_max_y: 5.65e-01, at i= 14, j= 75


No of points cfl_x > 1:  0, No of points cfl_y > 1:  0


--time step:  1.17e-03, iter:  0, umax: 3.24e+01, vismax: 7.71e+02, kmin: 3.33e-02, epsmin: 3.10e-01, ommin: 1.00e+00, fkmax: 4.44e+00

time one iteration: 1.99e-01
time every 10th time steps: 3.97e+00
modify_u, ustar[-2,-2],[2,2] 0.6294437636557033 0.6303064274836692
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05          0.024
           1(D)        20334            216776  0.000524        0.00564
           2(D)         2249              9725   0.00192       0.000284
         --------------------------------------------------------------
         Grid Complexity: 1.09547
         Operator Complexity: 1.13771
         Total Memory Usage: 0.0298923 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   8.393985e-02
              0             1.82349   2.677043e-03         0.0319
              1              1.8235   3.083426e-04         0.1152
              2              1.8235   5.754503e-05         0.1866
              3              1.8235   1.429349e-05         0.2484
              4              1.8235   3.693459e-06         0.2584
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1345
         Final Residual: 		   3.693459e-06
         Total Reduction in Residual: 	   4.400125e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0223821
    setup: 0.0162928 s
    solve: 0.00608931 s
    solve(per iteration): 0.00121786 s
resid in solve_pyamgx: 3.69e-06
time solve_pyamgx: 2.67e-02
time u: 3.11e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.235455e-02
              0             1.82349   1.720566e-03         0.0329
              1              1.8235   2.552794e-04         0.1484
              2              1.8235   4.380896e-05         0.1716
              3              1.8235   1.077843e-05         0.2460
              4              1.8235   2.846150e-06         0.2641
              5              1.8235   6.972485e-07         0.2450
         --------------------------------------------------------------
         Total Iterations: 6
         Avg Convergence Rate: 		         0.1540
         Final Residual: 		   6.972485e-07
         Total Reduction in Residual: 	   1.331782e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0236628
    setup: 0.0162928 s
    solve: 0.00737002 s
    solve(per iteration): 0.00122834 s
resid in solve_pyamgx: 6.97e-07
time solve_pyamgx: 7.84e-03
time v: 1.01e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   6.818732e-02
              0             1.82349   1.891409e-03         0.0277
              1              1.8235   1.987046e-04         0.1051
              2              1.8235   3.293957e-05         0.1658
              3              1.8235   8.038364e-06         0.2440
              4              1.8235   1.910912e-06         0.2377
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1229
         Final Residual: 		   1.910912e-06
         Total Reduction in Residual: 	   2.802445e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0223461
    setup: 0.0162928 s
    solve: 0.00605331 s
    solve(per iteration): 0.00121066 s
resid in solve_pyamgx: 1.91e-06
time solve_pyamgx: 6.48e-03
time w: 8.16e-03
area_out 3.2
flow_in 86.7658688111229 flow_out 86.76453678241921 area_out 3.2 flow_out_new 86.76586881112289 uinc: 0.0004162589699019392
xp.sum(su3d) -4.6129766673175254e-12
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   8.225934e-01
              0             1.82349   5.071081e-01         0.6165
              1              1.8235   2.494989e-01         0.4920
              2              1.8235   1.190626e-01         0.4772
              3              1.8235   5.846934e-02         0.4911
              4              1.8235   2.983763e-02         0.5103
              5              1.8235   1.539678e-02         0.5160
              6              1.8235   8.218868e-03         0.5338
              7              1.8235   4.523838e-03         0.5504
              8              1.8235   2.485670e-03         0.5495
              9              1.8235   1.350304e-03         0.5432
             10              1.8235   9.117245e-04         0.6752
             11              1.8235   5.333668e-04         0.5850
             12              1.8235   2.937630e-04         0.5508
             13              1.8235   1.531914e-04         0.5215
             14              1.8235   7.879744e-05         0.5144
             15              1.8235   4.020569e-05         0.5102
         --------------------------------------------------------------
         Total Iterations: 16
         Avg Convergence Rate: 		         0.5377
         Final Residual: 		   4.020569e-05
         Total Reduction in Residual: 	   4.887675e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.180107
    setup: 0.138297 s
    solve: 0.0418099 s
    solve(per iteration): 0.00261312 s
resid in solve_px: 4.02e-05
time p: 4.96e-02
time Smag or Wale: 4.77e-07

comm_min_pans:  -1.10e+03, pk_max: 1.01e+03, u2prim_max: 3.83e+00, v2prim_max: 1.24e+00, w2prim_max: 2.63e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.573951384796476 0.9910759654711209 0.6444646154311348
yplus, min,max,mean 29.834975823064546 51.51782581574633 33.5003742991693
uplus, min,max,mean 16.103978650499606 32.59020224668572 25.036698383032633
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        66891            688511  0.000154          0.018
           2(D)         6310            126086   0.00317        0.00306
           3(D)          146               416    0.0195       1.37e-05
         --------------------------------------------------------------
         Grid Complexity: 1.31008
         Operator Complexity: 1.50492
         Total Memory Usage: 0.0453679 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.784272e+00
              0             1.82349   1.744779e-02         0.0046
              1              1.8235   1.072912e-03         0.0615
              2              1.8235   1.518200e-04         0.1415
         --------------------------------------------------------------
         Total Iterations: 3
         Avg Convergence Rate: 		         0.0342
         Final Residual: 		   1.518200e-04
         Total Reduction in Residual: 	   4.011867e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0294499
    setup: 0.0250467 s
    solve: 0.0044032 s
    solve(per iteration): 0.00146773 s
resid in solve_pyamgx: 1.52e-04
time solve_pyamgx: 3.38e-02
time k: 4.62e-02
modify_eps, ustar[-2,-2],[2,2] 0.6294545721288008 0.6303597298912937
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        66806            687782  0.000154          0.018
           2(D)         6103            120727   0.00324        0.00293
           3(D)          119               325     0.023       1.08e-05
         --------------------------------------------------------------
         Grid Complexity: 1.30873
         Operator Complexity: 1.50109
         Total Memory Usage: 0.0452134 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.071708e+02
              0             1.82349   1.457966e-01         0.0007
              1              1.8235   3.353034e-02         0.2300
              2              1.8235   8.089989e-03         0.2413
         --------------------------------------------------------------
         Total Iterations: 3
         Avg Convergence Rate: 		         0.0339
         Final Residual: 		   8.089989e-03
         Total Reduction in Residual: 	   3.904985e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0294135
    setup: 0.025002 s
    solve: 0.00441155 s
    solve(per iteration): 0.00147052 s
resid in solve_pyamgx: 8.09e-03
time solve_pyamgx: 3.38e-02
time eps: 4.08e-02

--time step:  80, iter:1, max residual:1.24e-07, u:2.89e-09, v:5.45e-10, w:1.49e-09, p:1.24e-07, k:9.27e-11, eps:3.86e-12, om:0.00e+00


monitor time step:  80, iter:1, u: 1.57e+01, v:-6.42e-02, w:-1.94e+00, p:-2.79e+00, k: 1.32e+00, eps: 1.92e+02, om: 1.00e+00


-- cfl_max_x: 4.05e-01, cfl_max_y: 5.66e-01, at i= 14, j= 75


No of points cfl_x > 1:  0, No of points cfl_y > 1:  0


--time step:  1.17e-03, iter:  1, umax: 3.24e+01, vismax: 7.62e+02, kmin: 3.33e-02, epsmin: 3.10e-01, ommin: 1.00e+00, fkmax: 5.03e+00

time one iteration: 1.95e-01
vismean_mean 1.9753086419753083e-18
modify_u, ustar[-2,-2],[2,2] 0.6294545721288008 0.6303597298912937
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05          0.024
           1(D)        20341            216837  0.000524        0.00564
           2(D)         2203              9557   0.00197       0.000279
         --------------------------------------------------------------
         Grid Complexity: 1.09531
         Operator Complexity: 1.13765
         Total Memory Usage: 0.0298882 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.890793e+00
              0             1.82349   1.039885e-01         0.0267
              1              1.8235   1.124863e-02         0.1082
              2              1.8235   2.055418e-03         0.1827
              3              1.8235   5.047980e-04         0.2456
              4              1.8235   1.211259e-04         0.2399
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1255
         Final Residual: 		   1.211259e-04
         Total Reduction in Residual: 	   3.113143e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0223676
    setup: 0.0162731 s
    solve: 0.00609453 s
    solve(per iteration): 0.00121891 s
resid in solve_pyamgx: 1.21e-04
time solve_pyamgx: 2.67e-02
time u: 3.27e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.605837e+00
              0             1.82349   6.457518e-02         0.0248
              1              1.8235   2.822334e-03         0.0437
              2              1.8235   4.583972e-04         0.1624
              3              1.8235   8.452867e-05         0.1844
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0755
         Final Residual: 		   8.452867e-05
         Total Reduction in Residual: 	   3.243820e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0211096
    setup: 0.0162731 s
    solve: 0.00483658 s
    solve(per iteration): 0.00120914 s
resid in solve_pyamgx: 8.45e-05
time solve_pyamgx: 5.26e-03
time v: 7.45e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.512924e+00
              0             1.82349   8.258274e-02         0.0235
              1              1.8235   6.413426e-03         0.0777
              2              1.8235   1.192382e-03         0.1859
              3              1.8235   2.868241e-04         0.2405
              4              1.8235   6.698266e-05         0.2335
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1138
         Final Residual: 		   6.698266e-05
         Total Reduction in Residual: 	   1.906750e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0223392
    setup: 0.0162731 s
    solve: 0.00606618 s
    solve(per iteration): 0.00121324 s
resid in solve_pyamgx: 6.70e-05
time solve_pyamgx: 6.53e-03
time w: 8.12e-03
area_out 3.2
flow_in 86.76586881112289 flow_out 86.76453685360951 area_out 3.2 flow_out_new 86.76586881112289 uinc: 0.00041623672292878666
xp.sum(su3d) 4.8268056218603306e-12
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.857608e+00
              0             1.82349   1.513341e+00         0.5296
              1              1.8235   7.674101e-01         0.5071
              2              1.8235   3.704571e-01         0.4827
              3              1.8235   1.896900e-01         0.5120
              4              1.8235   9.975455e-02         0.5259
              5              1.8235   5.063776e-02         0.5076
              6              1.8235   2.740431e-02         0.5412
              7              1.8235   1.553306e-02         0.5668
              8              1.8235   8.620594e-03         0.5550
              9              1.8235   4.742660e-03         0.5502
             10              1.8235   3.208564e-03         0.6765
             11              1.8235   1.876048e-03         0.5847
             12              1.8235   1.038110e-03         0.5533
             13              1.8235   5.420912e-04         0.5222
             14              1.8235   2.796147e-04         0.5158
             15              1.8235   1.419740e-04         0.5077
         --------------------------------------------------------------
         Total Iterations: 16
         Avg Convergence Rate: 		         0.5383
         Final Residual: 		   1.419740e-04
         Total Reduction in Residual: 	   4.968282e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.180097
    setup: 0.138297 s
    solve: 0.0417996 s
    solve(per iteration): 0.00261247 s
resid in solve_px: 1.42e-04
time p: 4.92e-02
time Smag or Wale: 4.77e-07

comm_min_pans:  -1.11e+03, pk_max: 1.03e+03, u2prim_max: 3.82e+00, v2prim_max: 1.24e+00, w2prim_max: 2.61e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5737087065890178 0.9813958075022138 0.6445433840342082
yplus, min,max,mean 29.822360994275755 51.0146346281021 33.504468826041375
uplus, min,max,mean 16.093798372424803 33.511933904964344 25.050801957256443
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        66818            688226  0.000154          0.018
           2(D)         6248            125504   0.00321        0.00304
           3(D)          138               366    0.0192       1.23e-05
         --------------------------------------------------------------
         Grid Complexity: 1.30947
         Operator Complexity: 1.50435
         Total Memory Usage: 0.04534 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.447401e+00
              0             1.82349   3.920101e-02         0.0114
              1              1.8235   6.896767e-03         0.1759
              2              1.8235   1.762946e-03         0.2556
              3              1.8235   4.935768e-04         0.2800
              4              1.8235   1.402241e-04         0.2841
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1324
         Final Residual: 		   1.402241e-04
         Total Reduction in Residual: 	   4.067531e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.032445
    setup: 0.0252142 s
    solve: 0.00723082 s
    solve(per iteration): 0.00144616 s
resid in solve_pyamgx: 1.40e-04
time solve_pyamgx: 3.67e-02
time k: 4.92e-02
modify_eps, ustar[-2,-2],[2,2] 0.6294786736317837 0.6304846645742898
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        66966            689802  0.000154          0.018
           2(D)         6162            120664   0.00318        0.00293
           3(D)          129               359    0.0216       1.19e-05
         --------------------------------------------------------------
         Grid Complexity: 1.3097
         Operator Complexity: 1.50233
         Total Memory Usage: 0.0452697 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   4.657536e+02
              0             1.82349   1.334940e+00         0.0029
              1              1.8235   2.715523e-01         0.2034
              2              1.8235   6.767598e-02         0.2492
              3              1.8235   1.809294e-02         0.2673
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0789
         Final Residual: 		   1.809294e-02
         Total Reduction in Residual: 	   3.884658e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0309863
    setup: 0.0251884 s
    solve: 0.00579795 s
    solve(per iteration): 0.00144949 s
resid in solve_pyamgx: 1.81e-02
time solve_pyamgx: 3.54e-02
time eps: 4.24e-02

--time step:  81, iter:0, max residual:3.59e-07, u:9.46e-08, v:6.60e-08, w:5.23e-08, p:3.59e-07, k:8.56e-11, eps:8.63e-12, om:0.00e+00


monitor time step:  81, iter:0, u: 1.56e+01, v:-4.76e-02, w:-2.02e+00, p:-3.18e+00, k: 1.32e+00, eps: 1.92e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  0, umax: 3.23e+01, vismax: 7.80e+02, kmin: 3.28e-02, epsmin: 3.08e-01, ommin: 1.00e+00, fkmax: 4.45e+00

time one iteration: 1.97e-01
modify_u, ustar[-2,-2],[2,2] 0.6294786736317837 0.6304846645742898
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05          0.024
           1(D)        20348            216924  0.000524        0.00564
           2(D)         2197              9651     0.002       0.000281
         --------------------------------------------------------------
         Grid Complexity: 1.09531
         Operator Complexity: 1.13776
         Total Memory Usage: 0.0298924 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   8.474211e-02
              0             1.82349   2.697108e-03         0.0318
              1              1.8235   3.059557e-04         0.1134
              2              1.8235   5.678674e-05         0.1856
              3              1.8235   1.368437e-05         0.2410
              4              1.8235   3.446089e-06         0.2518
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1324
         Final Residual: 		   3.446089e-06
         Total Reduction in Residual: 	   4.066561e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0232651
    setup: 0.017205 s
    solve: 0.00606003 s
    solve(per iteration): 0.00121201 s
resid in solve_pyamgx: 3.45e-06
time solve_pyamgx: 2.77e-02
time u: 3.25e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.204540e-02
              0             1.82349   1.728599e-03         0.0332
              1              1.8235   2.554633e-04         0.1478
              2              1.8235   4.346842e-05         0.1702
              3              1.8235   1.036187e-05         0.2384
              4              1.8235   2.588321e-06         0.2498
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1378
         Final Residual: 		   2.588321e-06
         Total Reduction in Residual: 	   4.973199e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0232938
    setup: 0.017205 s
    solve: 0.00608874 s
    solve(per iteration): 0.00121775 s
resid in solve_pyamgx: 2.59e-06
time solve_pyamgx: 6.61e-03
time v: 8.89e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   6.858478e-02
              0             1.82349   1.898595e-03         0.0277
              1              1.8235   2.005401e-04         0.1056
              2              1.8235   3.342621e-05         0.1667
              3              1.8235   8.331926e-06         0.2493
              4              1.8235   2.003917e-06         0.2405
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1239
         Final Residual: 		   2.003917e-06
         Total Reduction in Residual: 	   2.921810e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0232654
    setup: 0.017205 s
    solve: 0.00606035 s
    solve(per iteration): 0.00121207 s
resid in solve_pyamgx: 2.00e-06
time solve_pyamgx: 6.56e-03
time w: 8.29e-03
area_out 3.2
flow_in 86.76586881112289 flow_out 86.76453667535287 area_out 3.2 flow_out_new 86.7658688111229 uinc: 0.00041629242812923906
xp.sum(su3d) -7.983391725474576e-12
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   8.329889e-01
              0             1.82349   5.105472e-01         0.6129
              1              1.8235   2.505511e-01         0.4908
              2              1.8235   1.198664e-01         0.4784
              3              1.8235   5.882996e-02         0.4908
              4              1.8235   3.013106e-02         0.5122
              5              1.8235   1.550903e-02         0.5147
              6              1.8235   8.287990e-03         0.5344
              7              1.8235   4.549360e-03         0.5489
              8              1.8235   2.501479e-03         0.5499
              9              1.8235   1.359361e-03         0.5434
             10              1.8235   9.178265e-04         0.6752
             11              1.8235   5.359433e-04         0.5839
             12              1.8235   2.955594e-04         0.5515
             13              1.8235   1.542890e-04         0.5220
             14              1.8235   7.940382e-05         0.5146
             15              1.8235   4.054263e-05         0.5106
         --------------------------------------------------------------
         Total Iterations: 16
         Avg Convergence Rate: 		         0.5376
         Final Residual: 		   4.054263e-05
         Total Reduction in Residual: 	   4.867128e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.180062
    setup: 0.138297 s
    solve: 0.0417654 s
    solve(per iteration): 0.00261034 s
resid in solve_px: 4.05e-05
time p: 4.94e-02
time Smag or Wale: 4.77e-07

comm_min_pans:  -1.10e+03, pk_max: 1.04e+03, u2prim_max: 3.82e+00, v2prim_max: 1.24e+00, w2prim_max: 2.61e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5731727709956485 0.9889279509633478 0.6447542429895486
yplus, min,max,mean 29.79450214438977 51.406168343346074 33.515429635617416
uplus, min,max,mean 16.09344265798245 33.570979605795046 25.042573466795506
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        66875            688543  0.000154          0.018
           2(D)         6256            126890   0.00324        0.00307
           3(D)          140               350    0.0179        1.2e-05
         --------------------------------------------------------------
         Grid Complexity: 1.30976
         Operator Complexity: 1.5054
         Total Memory Usage: 0.0453812 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.604562e+00
              0             1.82349   1.975699e-02         0.0055
              1              1.8235   1.404723e-03         0.0711
              2              1.8235   1.485852e-04         0.1058
         --------------------------------------------------------------
         Total Iterations: 3
         Avg Convergence Rate: 		         0.0345
         Final Residual: 		   1.485852e-04
         Total Reduction in Residual: 	   4.122144e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0295329
    setup: 0.0251242 s
    solve: 0.00440867 s
    solve(per iteration): 0.00146956 s
resid in solve_pyamgx: 1.49e-04
time solve_pyamgx: 3.39e-02
time k: 4.64e-02
modify_eps, ustar[-2,-2],[2,2] 0.6294889515930655 0.6305457063681942
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 5
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        66678            687598  0.000155         0.0179
           2(D)         6103            119553   0.00321         0.0029
           3(D)          131               349    0.0203       1.27e-05
           4(D)            2                 2       0.5       1.19e-07
         --------------------------------------------------------------
         Grid Complexity: 1.30825
         Operator Complexity: 1.50027
         Total Memory Usage: 0.0451785 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   1.511133e+02
              0             1.82349   1.216836e-01         0.0008
              1              1.8235   2.826398e-02         0.2323
              2              1.8235   7.256959e-03         0.2568
         --------------------------------------------------------------
         Total Iterations: 3
         Avg Convergence Rate: 		         0.0363
         Final Residual: 		   7.256959e-03
         Total Reduction in Residual: 	   4.802330e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0306529
    setup: 0.0261068 s
    solve: 0.00454614 s
    solve(per iteration): 0.00151538 s
resid in solve_pyamgx: 7.26e-03
time solve_pyamgx: 3.51e-02
time eps: 4.21e-02

--time step:  81, iter:1, max residual:1.26e-07, u:2.69e-09, v:2.02e-09, w:1.57e-09, p:1.26e-07, k:9.07e-11, eps:3.46e-12, om:0.00e+00


monitor time step:  81, iter:1, u: 1.56e+01, v:-5.23e-02, w:-2.04e+00, p:-3.40e+00, k: 1.32e+00, eps: 1.91e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  1, umax: 3.23e+01, vismax: 7.81e+02, kmin: 3.28e-02, epsmin: 3.08e-01, ommin: 1.00e+00, fkmax: 5.04e+00

time one iteration: 1.96e-01
vismean_mean 1.951219512195122e-18
modify_u, ustar[-2,-2],[2,2] 0.6294889515930655 0.6305457063681942
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05          0.024
           1(D)        20396            217414  0.000523        0.00565
           2(D)         2196              9548   0.00198       0.000279
         --------------------------------------------------------------
         Grid Complexity: 1.09551
         Operator Complexity: 1.13799
         Total Memory Usage: 0.0299035 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.919224e+00
              0             1.82349   1.052027e-01         0.0268
              1              1.8235   1.122798e-02         0.1067
              2              1.8235   2.036024e-03         0.1813
              3              1.8235   4.826063e-04         0.2370
              4              1.8235   1.097061e-04         0.2273
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1229
         Final Residual: 		   1.097061e-04
         Total Reduction in Residual: 	   2.799178e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0230909
    setup: 0.0170289 s
    solve: 0.00606208 s
    solve(per iteration): 0.00121242 s
resid in solve_pyamgx: 1.10e-04
time solve_pyamgx: 2.75e-02
time u: 3.35e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.620573e+00
              0             1.82349   6.500976e-02         0.0248
              1              1.8235   2.843894e-03         0.0437
              2              1.8235   4.628023e-04         0.1627
              3              1.8235   8.583565e-05         0.1855
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0757
         Final Residual: 		   8.583565e-05
         Total Reduction in Residual: 	   3.275453e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0218803
    setup: 0.0170289 s
    solve: 0.00485142 s
    solve(per iteration): 0.00121286 s
resid in solve_pyamgx: 8.58e-05
time solve_pyamgx: 5.26e-03
time v: 7.46e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.531757e+00
              0             1.82349   8.273395e-02         0.0234
              1              1.8235   6.439878e-03         0.0778
              2              1.8235   1.210707e-03         0.1880
              3              1.8235   2.864563e-04         0.2366
              4              1.8235   6.594903e-05         0.2302
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1133
         Final Residual: 		   6.594903e-05
         Total Reduction in Residual: 	   1.867315e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0231162
    setup: 0.0170289 s
    solve: 0.00608736 s
    solve(per iteration): 0.00121747 s
resid in solve_pyamgx: 6.59e-05
time solve_pyamgx: 6.61e-03
time w: 8.25e-03
area_out 3.2
flow_in 86.76586881112289 flow_out 86.76453673251729 area_out 3.2 flow_out_new 86.76586881112289 uinc: 0.00041627456424997433
xp.sum(su3d) -7.532641177476762e-12
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.883265e+00
              0             1.82349   1.523805e+00         0.5285
              1              1.8235   7.716825e-01         0.5064
              2              1.8235   3.735886e-01         0.4841
              3              1.8235   1.921946e-01         0.5145
              4              1.8235   1.013463e-01         0.5273
              5              1.8235   5.155887e-02         0.5087
              6              1.8235   2.793628e-02         0.5418
              7              1.8235   1.582279e-02         0.5664
              8              1.8235   8.798046e-03         0.5560
              9              1.8235   4.846091e-03         0.5508
             10              1.8235   3.276560e-03         0.6761
             11              1.8235   1.917464e-03         0.5852
             12              1.8235   1.061083e-03         0.5534
             13              1.8235   5.556574e-04         0.5237
             14              1.8235   2.871354e-04         0.5167
             15              1.8235   1.461415e-04         0.5090
             16              1.8235   7.782709e-05         0.5325
         --------------------------------------------------------------
         Total Iterations: 17
         Avg Convergence Rate: 		         0.5386
         Final Residual: 		   7.782709e-05
         Total Reduction in Residual: 	   2.699270e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.18281
    setup: 0.138297 s
    solve: 0.0445133 s
    solve(per iteration): 0.00261843 s
resid in solve_px: 7.78e-05
time p: 5.21e-02
time Smag or Wale: 4.77e-07

comm_min_pans:  -1.08e+03, pk_max: 1.06e+03, u2prim_max: 3.81e+00, v2prim_max: 1.23e+00, w2prim_max: 2.58e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.572575864900965 1.00035836244387 0.6447925192858247
yplus, min,max,mean 29.76347394343886 52.00034070567949 33.51741930304264
uplus, min,max,mean 16.08257989152233 34.159725953304665 25.05751766013964
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        66923            689427  0.000154          0.018
           2(D)         6327            128089    0.0032         0.0031
           3(D)          179               601    0.0188       1.88e-05
         --------------------------------------------------------------
         Grid Complexity: 1.31042
         Operator Complexity: 1.50684
         Total Memory Usage: 0.0454413 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.801512e+00
              0             1.82349   3.935181e-02         0.0104
              1              1.8235   6.979404e-03         0.1774
              2              1.8235   1.672182e-03         0.2396
              3              1.8235   4.471669e-04         0.2674
              4              1.8235   1.236362e-04         0.2765
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1266
         Final Residual: 		   1.236362e-04
         Total Reduction in Residual: 	   3.252290e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0325629
    setup: 0.0252885 s
    solve: 0.00727443 s
    solve(per iteration): 0.00145489 s
resid in solve_pyamgx: 1.24e-04
time solve_pyamgx: 3.69e-02
time k: 4.96e-02
modify_eps, ustar[-2,-2],[2,2] 0.6295118899112855 0.6306800273330748
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        66719            687831  0.000155          0.018
           2(D)         6162            122674   0.00323        0.00297
           3(D)          125               329    0.0211       1.11e-05
         --------------------------------------------------------------
         Grid Complexity: 1.30864
         Operator Complexity: 1.50233
         Total Memory Usage: 0.0452569 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.186649e+02
              0             1.82349   1.348493e+00         0.0026
              1              1.8235   2.682200e-01         0.1989
              2              1.8235   6.454827e-02         0.2407
              3              1.8235   1.676192e-02         0.2597
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0754
         Final Residual: 		   1.676192e-02
         Total Reduction in Residual: 	   3.231743e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0311023
    setup: 0.0252948 s
    solve: 0.00580746 s
    solve(per iteration): 0.00145186 s
resid in solve_pyamgx: 1.68e-02
time solve_pyamgx: 3.56e-02
time eps: 4.26e-02

--time step:  82, iter:0, max residual:1.97e-07, u:8.57e-08, v:6.71e-08, w:5.15e-08, p:1.97e-07, k:7.55e-11, eps:7.99e-12, om:0.00e+00


monitor time step:  82, iter:0, u: 1.54e+01, v:-3.71e-02, w:-2.11e+00, p:-3.72e+00, k: 1.32e+00, eps: 1.91e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  0, umax: 3.24e+01, vismax: 7.79e+02, kmin: 3.23e-02, epsmin: 3.06e-01, ommin: 1.00e+00, fkmax: 4.57e+00

time one iteration: 2.02e-01
modify_u, ustar[-2,-2],[2,2] 0.6295118899112855 0.6306800273330748
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05          0.024
           1(D)        20313            216165  0.000524        0.00562
           2(D)         2188              9490   0.00198       0.000277
         --------------------------------------------------------------
         Grid Complexity: 1.09512
         Operator Complexity: 1.1372
         Total Memory Usage: 0.0298696 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   8.512313e-02
              0             1.82349   2.711142e-03         0.0318
              1              1.8235   3.104066e-04         0.1145
              2              1.8235   5.747886e-05         0.1852
              3              1.8235   1.406374e-05         0.2447
              4              1.8235   3.434777e-06         0.2442
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1322
         Final Residual: 		   3.434777e-06
         Total Reduction in Residual: 	   4.035069e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0226211
    setup: 0.0165192 s
    solve: 0.00610189 s
    solve(per iteration): 0.00122038 s
resid in solve_pyamgx: 3.43e-06
time solve_pyamgx: 2.70e-02
time u: 3.15e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.260875e-02
              0             1.82349   1.755288e-03         0.0334
              1              1.8235   2.564323e-04         0.1461
              2              1.8235   4.307092e-05         0.1680
              3              1.8235   1.025062e-05         0.2380
              4              1.8235   2.557801e-06         0.2495
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1372
         Final Residual: 		   2.557801e-06
         Total Reduction in Residual: 	   4.861932e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0226141
    setup: 0.0165192 s
    solve: 0.00609498 s
    solve(per iteration): 0.001219 s
resid in solve_pyamgx: 2.56e-06
time solve_pyamgx: 6.62e-03
time v: 8.81e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   6.920509e-02
              0             1.82349   1.918947e-03         0.0277
              1              1.8235   2.010071e-04         0.1047
              2              1.8235   3.405412e-05         0.1694
              3              1.8235   8.619317e-06         0.2531
              4              1.8235   2.072420e-06         0.2404
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1245
         Final Residual: 		   2.072420e-06
         Total Reduction in Residual: 	   2.994606e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0225529
    setup: 0.0165192 s
    solve: 0.0060337 s
    solve(per iteration): 0.00120674 s
resid in solve_pyamgx: 2.07e-06
time solve_pyamgx: 6.45e-03
time w: 8.09e-03
area_out 3.2
flow_in 86.76586881112289 flow_out 86.7645365708248 area_out 3.2 flow_out_new 86.76586881112289 uinc: 0.0004163250931510376
xp.sum(su3d) 2.5002222514558525e-13
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   8.355118e-01
              0             1.82349   5.142672e-01         0.6155
              1              1.8235   2.509245e-01         0.4879
              2              1.8235   1.204467e-01         0.4800
              3              1.8235   5.899935e-02         0.4898
              4              1.8235   3.023320e-02         0.5124
              5              1.8235   1.554890e-02         0.5143
              6              1.8235   8.318480e-03         0.5350
              7              1.8235   4.567933e-03         0.5491
              8              1.8235   2.511837e-03         0.5499
              9              1.8235   1.366405e-03         0.5440
             10              1.8235   9.221720e-04         0.6749
             11              1.8235   5.378931e-04         0.5833
             12              1.8235   2.968038e-04         0.5518
             13              1.8235   1.546249e-04         0.5210
             14              1.8235   7.981645e-05         0.5162
             15              1.8235   4.051785e-05         0.5076
         --------------------------------------------------------------
         Total Iterations: 16
         Avg Convergence Rate: 		         0.5375
         Final Residual: 		   4.051785e-05
         Total Reduction in Residual: 	   4.849464e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.180054
    setup: 0.138297 s
    solve: 0.041757 s
    solve(per iteration): 0.00260981 s
resid in solve_px: 4.05e-05
time p: 4.95e-02
time Smag or Wale: 4.77e-07

comm_min_pans:  -1.10e+03, pk_max: 1.06e+03, u2prim_max: 3.81e+00, v2prim_max: 1.23e+00, w2prim_max: 2.58e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5708941142152323 1.0046127618113523 0.6450219632288295
yplus, min,max,mean 29.67605366294411 52.22149167008653 33.52934619210263
uplus, min,max,mean 16.07978441947088 34.20799346847113 25.047891498208717
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        66859            688877  0.000154          0.018
           2(D)         6250            126128   0.00323        0.00305
           3(D)          144               388    0.0187        1.3e-05
         --------------------------------------------------------------
         Grid Complexity: 1.30968
         Operator Complexity: 1.50516
         Total Memory Usage: 0.0453715 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.740770e+00
              0             1.82349   1.781523e-02         0.0048
              1              1.8235   1.231203e-03         0.0691
              2              1.8235   1.654531e-04         0.1344
         --------------------------------------------------------------
         Total Iterations: 3
         Avg Convergence Rate: 		         0.0354
         Final Residual: 		   1.654531e-04
         Total Reduction in Residual: 	   4.422969e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0295613
    setup: 0.0251485 s
    solve: 0.00441274 s
    solve(per iteration): 0.00147091 s
resid in solve_pyamgx: 1.65e-04
time solve_pyamgx: 3.39e-02
time k: 4.65e-02
modify_eps, ustar[-2,-2],[2,2] 0.6295216638461038 0.6307425118637408
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        66796            688112  0.000154          0.018
           2(D)         6187            122039   0.00319        0.00296
           3(D)          142               382    0.0189       1.28e-05
         --------------------------------------------------------------
         Grid Complexity: 1.30914
         Operator Complexity: 1.50214
         Total Memory Usage: 0.0452562 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.120203e+02
              0             1.82349   1.438769e-01         0.0007
              1              1.8235   3.294367e-02         0.2290
              2              1.8235   7.622051e-03         0.2314
         --------------------------------------------------------------
         Total Iterations: 3
         Avg Convergence Rate: 		         0.0330
         Final Residual: 		   7.622051e-03
         Total Reduction in Residual: 	   3.594963e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0297938
    setup: 0.0253678 s
    solve: 0.00442598 s
    solve(per iteration): 0.00147533 s
resid in solve_pyamgx: 7.62e-03
time solve_pyamgx: 3.41e-02
time eps: 4.11e-02

--time step:  82, iter:1, max residual:1.28e-07, u:2.68e-09, v:2.00e-09, w:1.62e-09, p:1.28e-07, k:1.01e-10, eps:3.63e-12, om:0.00e+00


monitor time step:  82, iter:1, u: 1.54e+01, v:-4.15e-02, w:-2.13e+00, p:-3.92e+00, k: 1.31e+00, eps: 1.91e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  1, umax: 3.24e+01, vismax: 7.77e+02, kmin: 3.23e-02, epsmin: 3.06e-01, ommin: 1.00e+00, fkmax: 5.04e+00

time one iteration: 1.94e-01
vismean_mean 1.927710843373494e-18
modify_u, ustar[-2,-2],[2,2] 0.6295216638461038 0.6307425118637408
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05          0.024
           1(D)        20348            216416  0.000523        0.00563
           2(D)         2211              9649   0.00197       0.000282
         --------------------------------------------------------------
         Grid Complexity: 1.09537
         Operator Complexity: 1.13745
         Total Memory Usage: 0.0298816 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.948190e+00
              0             1.82349   1.064414e-01         0.0270
              1              1.8235   1.136630e-02         0.1068
              2              1.8235   2.124909e-03         0.1869
              3              1.8235   5.128067e-04         0.2413
              4              1.8235   1.168125e-04         0.2278
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1242
         Final Residual: 		   1.168125e-04
         Total Reduction in Residual: 	   2.958635e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0224765
    setup: 0.0163461 s
    solve: 0.0061304 s
    solve(per iteration): 0.00122608 s
resid in solve_pyamgx: 1.17e-04
time solve_pyamgx: 2.68e-02
time u: 3.29e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.635429e+00
              0             1.82349   6.545826e-02         0.0248
              1              1.8235   2.870684e-03         0.0439
              2              1.8235   4.679194e-04         0.1630
              3              1.8235   8.840741e-05         0.1889
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0761
         Final Residual: 		   8.840741e-05
         Total Reduction in Residual: 	   3.354574e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0212089
    setup: 0.0163461 s
    solve: 0.00486275 s
    solve(per iteration): 0.00121569 s
resid in solve_pyamgx: 8.84e-05
time solve_pyamgx: 5.29e-03
time v: 7.67e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.548802e+00
              0             1.82349   8.287555e-02         0.0234
              1              1.8235   6.468573e-03         0.0781
              2              1.8235   1.196939e-03         0.1850
              3              1.8235   2.767992e-04         0.2313
              4              1.8235   6.347599e-05         0.2293
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1123
         Final Residual: 		   6.347599e-05
         Total Reduction in Residual: 	   1.788660e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0224312
    setup: 0.0163461 s
    solve: 0.00608509 s
    solve(per iteration): 0.00121702 s
resid in solve_pyamgx: 6.35e-05
time solve_pyamgx: 6.52e-03
time w: 8.15e-03
area_out 3.2
flow_in 86.76586881112289 flow_out 86.76453664386972 area_out 3.2 flow_out_new 86.76586881112287 uinc: 0.00041630226661482084
xp.sum(su3d) 6.662226326170639e-12
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.896920e+00
              0             1.82349   1.531076e+00         0.5285
              1              1.8235   7.743424e-01         0.5058
              2              1.8235   3.764149e-01         0.4861
              3              1.8235   1.943548e-01         0.5163
              4              1.8235   1.026221e-01         0.5280
              5              1.8235   5.237156e-02         0.5103
              6              1.8235   2.838692e-02         0.5420
              7              1.8235   1.606929e-02         0.5661
              8              1.8235   8.952176e-03         0.5571
              9              1.8235   4.937646e-03         0.5516
             10              1.8235   3.335994e-03         0.6756
             11              1.8235   1.954881e-03         0.5860
             12              1.8235   1.082463e-03         0.5537
             13              1.8235   5.674695e-04         0.5242
             14              1.8235   2.939119e-04         0.5179
             15              1.8235   1.497778e-04         0.5096
             16              1.8235   7.983798e-05         0.5330
         --------------------------------------------------------------
         Total Iterations: 17
         Avg Convergence Rate: 		         0.5392
         Final Residual: 		   7.983798e-05
         Total Reduction in Residual: 	   2.755961e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.182856
    setup: 0.138297 s
    solve: 0.0445591 s
    solve(per iteration): 0.00262113 s
resid in solve_px: 7.98e-05
time p: 5.24e-02
time Smag or Wale: 9.54e-07

comm_min_pans:  -1.03e+03, pk_max: 1.08e+03, u2prim_max: 3.80e+00, v2prim_max: 1.22e+00, w2prim_max: 2.56e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5700139151602489 1.0075539917468335 0.6450869996384822
yplus, min,max,mean 29.630299408802486 52.37438183873081 33.532726896045524
uplus, min,max,mean 16.060961146281763 34.3985862147123 25.061062684943483
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        66811            688081  0.000154          0.018
           2(D)         6246            126946   0.00325        0.00307
           3(D)          161               479    0.0185       1.55e-05
         --------------------------------------------------------------
         Grid Complexity: 1.30953
         Operator Complexity: 1.50523
         Total Memory Usage: 0.0453721 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.751704e+00
              0             1.82349   4.017382e-02         0.0107
              1              1.8235   7.333133e-03         0.1825
              2              1.8235   1.788050e-03         0.2438
              3              1.8235   4.682061e-04         0.2619
              4              1.8235   1.274435e-04         0.2722
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1277
         Final Residual: 		   1.274435e-04
         Total Reduction in Residual: 	   3.396949e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0322979
    setup: 0.0250356 s
    solve: 0.00726221 s
    solve(per iteration): 0.00145244 s
resid in solve_pyamgx: 1.27e-04
time solve_pyamgx: 3.67e-02
time k: 4.92e-02
modify_eps, ustar[-2,-2],[2,2] 0.6295434962966044 0.6308726116438161
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        66909            689231  0.000154          0.018
           2(D)         6160            123636   0.00326        0.00299
           3(D)          125               303    0.0194       1.05e-05
         --------------------------------------------------------------
         Grid Complexity: 1.30943
         Operator Complexity: 1.50378
         Total Memory Usage: 0.0453189 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.861818e+02
              0             1.82349   1.385913e+00         0.0024
              1              1.8235   2.787247e-01         0.2011
              2              1.8235   6.331093e-02         0.2271
              3              1.8235   1.598672e-02         0.2525
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0723
         Final Residual: 		   1.598672e-02
         Total Reduction in Residual: 	   2.727263e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0309941
    setup: 0.0251679 s
    solve: 0.00582618 s
    solve(per iteration): 0.00145654 s
resid in solve_pyamgx: 1.60e-02
time solve_pyamgx: 3.54e-02
time eps: 4.24e-02

--time step:  83, iter:0, max residual:2.04e-07, u:9.13e-08, v:6.91e-08, w:4.96e-08, p:2.04e-07, k:7.78e-11, eps:7.62e-12, om:0.00e+00


monitor time step:  83, iter:0, u: 1.53e+01, v:-2.79e-02, w:-2.19e+00, p:-4.15e+00, k: 1.31e+00, eps: 1.90e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  0, umax: 3.24e+01, vismax: 7.75e+02, kmin: 3.18e-02, epsmin: 3.04e-01, ommin: 1.00e+00, fkmax: 4.39e+00

time one iteration: 2.01e-01
modify_u, ustar[-2,-2],[2,2] 0.6295434962966044 0.6308726116438161
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05          0.024
           1(D)        20381            216873  0.000522        0.00564
           2(D)         2212              9652   0.00197       0.000282
         --------------------------------------------------------------
         Grid Complexity: 1.09551
         Operator Complexity: 1.13773
         Total Memory Usage: 0.0298936 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   8.547576e-02
              0             1.82349   2.731178e-03         0.0320
              1              1.8235   3.099935e-04         0.1135
              2              1.8235   5.536294e-05         0.1786
              3              1.8235   1.309410e-05         0.2365
              4              1.8235   3.162216e-06         0.2415
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1299
         Final Residual: 		   3.162216e-06
         Total Reduction in Residual: 	   3.699546e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0231928
    setup: 0.0171418 s
    solve: 0.00605101 s
    solve(per iteration): 0.0012102 s
resid in solve_pyamgx: 3.16e-06
time solve_pyamgx: 2.75e-02
time u: 3.20e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.289365e-02
              0             1.82349   1.769044e-03         0.0334
              1              1.8235   2.556772e-04         0.1445
              2              1.8235   4.320094e-05         0.1690
              3              1.8235   1.024128e-05         0.2371
              4              1.8235   2.555275e-06         0.2495
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1370
         Final Residual: 		   2.555275e-06
         Total Reduction in Residual: 	   4.830967e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0232346
    setup: 0.0171418 s
    solve: 0.0060928 s
    solve(per iteration): 0.00121856 s
resid in solve_pyamgx: 2.56e-06
time solve_pyamgx: 6.57e-03
time v: 8.75e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   6.918050e-02
              0             1.82349   1.921423e-03         0.0278
              1              1.8235   2.019558e-04         0.1051
              2              1.8235   3.407261e-05         0.1687
              3              1.8235   8.510197e-06         0.2498
              4              1.8235   2.043738e-06         0.2402
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1242
         Final Residual: 		   2.043738e-06
         Total Reduction in Residual: 	   2.954212e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0232346
    setup: 0.0171418 s
    solve: 0.0060928 s
    solve(per iteration): 0.00121856 s
resid in solve_pyamgx: 2.04e-06
time solve_pyamgx: 6.52e-03
time w: 8.14e-03
area_out 3.2
flow_in 86.76586881112289 flow_out 86.76453648290938 area_out 3.2 flow_out_new 86.76586881112289 uinc: 0.0004163525667211232
xp.sum(su3d) -7.689848757763684e-12
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   8.435896e-01
              0             1.82349   5.174052e-01         0.6133
              1              1.8235   2.513117e-01         0.4857
              2              1.8235   1.208292e-01         0.4808
              3              1.8235   5.904493e-02         0.4887
              4              1.8235   3.019917e-02         0.5115
              5              1.8235   1.554934e-02         0.5149
              6              1.8235   8.314582e-03         0.5347
              7              1.8235   4.563216e-03         0.5488
              8              1.8235   2.510422e-03         0.5501
              9              1.8235   1.364361e-03         0.5435
             10              1.8235   9.195891e-04         0.6740
             11              1.8235   5.359686e-04         0.5828
             12              1.8235   2.957091e-04         0.5517
             13              1.8235   1.540011e-04         0.5208
             14              1.8235   7.957378e-05         0.5167
             15              1.8235   4.029210e-05         0.5063
         --------------------------------------------------------------
         Total Iterations: 16
         Avg Convergence Rate: 		         0.5370
         Final Residual: 		   4.029210e-05
         Total Reduction in Residual: 	   4.776268e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.180129
    setup: 0.138297 s
    solve: 0.0418317 s
    solve(per iteration): 0.00261448 s
resid in solve_px: 4.03e-05
time p: 4.96e-02
time Smag or Wale: 4.77e-07

comm_min_pans:  -1.10e+03, pk_max: 1.09e+03, u2prim_max: 3.80e+00, v2prim_max: 1.22e+00, w2prim_max: 2.56e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5537426731776997 0.9956282255448655 0.6452333489680419
yplus, min,max,mean 28.784492387476575 51.75446008972518 33.54033438480641
uplus, min,max,mean 16.058433331534726 31.59565610145258 25.05510517113555
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        66798            688398  0.000154          0.018
           2(D)         6312            129092   0.00324        0.00312
           3(D)          168               440    0.0156       1.49e-05
         --------------------------------------------------------------
         Grid Complexity: 1.30979
         Operator Complexity: 1.50673
         Total Memory Usage: 0.0454293 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.747208e+00
              0             1.82349   1.721115e-02         0.0046
              1              1.8235   1.270454e-03         0.0738
              2              1.8235   1.594672e-04         0.1255
         --------------------------------------------------------------
         Total Iterations: 3
         Avg Convergence Rate: 		         0.0349
         Final Residual: 		   1.594672e-04
         Total Reduction in Residual: 	   4.255628e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0297611
    setup: 0.0253026 s
    solve: 0.0044585 s
    solve(per iteration): 0.00148617 s
resid in solve_pyamgx: 1.59e-04
time solve_pyamgx: 3.43e-02
time k: 4.69e-02
modify_eps, ustar[-2,-2],[2,2] 0.6295527892258819 0.630930683302111
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        66848            688174  0.000154          0.018
           2(D)         6219            123111   0.00318        0.00299
           3(D)          139               361    0.0187       1.22e-05
         --------------------------------------------------------------
         Grid Complexity: 1.30948
         Operator Complexity: 1.50283
         Total Memory Usage: 0.0452854 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   1.872773e+02
              0             1.82349   1.335349e-01         0.0007
              1              1.8235   3.061910e-02         0.2293
              2              1.8235   7.280766e-03         0.2378
         --------------------------------------------------------------
         Total Iterations: 3
         Avg Convergence Rate: 		         0.0339
         Final Residual: 		   7.280766e-03
         Total Reduction in Residual: 	   3.887693e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0298816
    setup: 0.0254072 s
    solve: 0.0044744 s
    solve(per iteration): 0.00149147 s
resid in solve_pyamgx: 7.28e-03
time solve_pyamgx: 3.42e-02
time eps: 4.12e-02

--time step:  83, iter:1, max residual:1.29e-07, u:2.47e-09, v:2.00e-09, w:1.60e-09, p:1.29e-07, k:9.73e-11, eps:3.47e-12, om:0.00e+00


monitor time step:  83, iter:1, u: 1.53e+01, v:-3.20e-02, w:-2.20e+00, p:-4.34e+00, k: 1.31e+00, eps: 1.90e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  1, umax: 3.24e+01, vismax: 7.69e+02, kmin: 3.18e-02, epsmin: 3.04e-01, ommin: 1.00e+00, fkmax: 5.02e+00

time one iteration: 1.95e-01
vismean_mean 1.9047619047619046e-18
modify_u, ustar[-2,-2],[2,2] 0.6295527892258819 0.630930683302111
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05          0.024
           1(D)        20369            216929  0.000523        0.00564
           2(D)         2204              9416   0.00194       0.000276
         --------------------------------------------------------------
         Grid Complexity: 1.09543
         Operator Complexity: 1.13762
         Total Memory Usage: 0.0298886 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.977359e+00
              0             1.82349   1.076433e-01         0.0271
              1              1.8235   1.132341e-02         0.1052
              2              1.8235   2.086914e-03         0.1843
              3              1.8235   5.049562e-04         0.2420
              4              1.8235   1.132078e-04         0.2242
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1233
         Final Residual: 		   1.132078e-04
         Total Reduction in Residual: 	   2.846305e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0230775
    setup: 0.0169558 s
    solve: 0.0061217 s
    solve(per iteration): 0.00122434 s
resid in solve_pyamgx: 1.13e-04
time solve_pyamgx: 2.74e-02
time u: 3.36e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.650409e+00
              0             1.82349   6.590561e-02         0.0249
              1              1.8235   2.900826e-03         0.0440
              2              1.8235   4.739628e-04         0.1634
              3              1.8235   9.010273e-05         0.1901
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0764
         Final Residual: 		   9.010273e-05
         Total Reduction in Residual: 	   3.399578e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0218434
    setup: 0.0169558 s
    solve: 0.00488755 s
    solve(per iteration): 0.00122189 s
resid in solve_pyamgx: 9.01e-05
time solve_pyamgx: 5.34e-03
time v: 7.73e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.564314e+00
              0             1.82349   8.302654e-02         0.0233
              1              1.8235   6.434928e-03         0.0775
              2              1.8235   1.180876e-03         0.1835
              3              1.8235   2.706792e-04         0.2292
              4              1.8235   6.209561e-05         0.2294
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1117
         Final Residual: 		   6.209561e-05
         Total Reduction in Residual: 	   1.742147e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0229841
    setup: 0.0169558 s
    solve: 0.00602832 s
    solve(per iteration): 0.00120566 s
resid in solve_pyamgx: 6.21e-05
time solve_pyamgx: 6.46e-03
time w: 8.08e-03
area_out 3.2
flow_in 86.76586881112289 flow_out 86.76453654512875 area_out 3.2 flow_out_new 86.7658688111229 uinc: 0.0004163331231676892
xp.sum(su3d) 7.622791287076325e-13
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.921367e+00
              0             1.82349   1.537198e+00         0.5262
              1              1.8235   7.768600e-01         0.5054
              2              1.8235   3.785285e-01         0.4873
              3              1.8235   1.960520e-01         0.5179
              4              1.8235   1.036503e-01         0.5287
              5              1.8235   5.304185e-02         0.5117
              6              1.8235   2.873855e-02         0.5418
              7              1.8235   1.623676e-02         0.5650
              8              1.8235   9.073777e-03         0.5588
              9              1.8235   5.011854e-03         0.5523
             10              1.8235   3.385265e-03         0.6755
             11              1.8235   1.988004e-03         0.5873
             12              1.8235   1.100852e-03         0.5537
             13              1.8235   5.786912e-04         0.5257
             14              1.8235   2.999879e-04         0.5184
             15              1.8235   1.535993e-04         0.5120
             16              1.8235   8.209863e-05         0.5345
         --------------------------------------------------------------
         Total Iterations: 17
         Avg Convergence Rate: 		         0.5399
         Final Residual: 		   8.209863e-05
         Total Reduction in Residual: 	   2.810281e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.182785
    setup: 0.138297 s
    solve: 0.0444878 s
    solve(per iteration): 0.00261693 s
resid in solve_px: 8.21e-05
time p: 5.25e-02
time Smag or Wale: 7.15e-07

comm_min_pans:  -1.06e+03, pk_max: 1.10e+03, u2prim_max: 3.79e+00, v2prim_max: 1.22e+00, w2prim_max: 2.54e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.550713914866518 0.9970159713081674 0.6452573137010171
yplus, min,max,mean 28.62705234397872 51.826597490894365 33.54158011266397
uplus, min,max,mean 16.02857274498815 32.714000727817094 25.069079072657825
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        66713            686357  0.000154         0.0179
           2(D)         6242            127372   0.00327        0.00308
           3(D)          150               426    0.0189        1.4e-05
         --------------------------------------------------------------
         Grid Complexity: 1.30905
         Operator Complexity: 1.50439
         Total Memory Usage: 0.0453361 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   4.626935e+00
              0             1.82349   3.941004e-02         0.0085
              1              1.8235   7.197973e-03         0.1826
              2              1.8235   1.786410e-03         0.2482
              3              1.8235   4.587403e-04         0.2568
              4              1.8235   1.227252e-04         0.2675
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1215
         Final Residual: 		   1.227252e-04
         Total Reduction in Residual: 	   2.652408e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.032309
    setup: 0.0250591 s
    solve: 0.00724992 s
    solve(per iteration): 0.00144998 s
resid in solve_pyamgx: 1.23e-04
time solve_pyamgx: 3.66e-02
time k: 4.95e-02
modify_eps, ustar[-2,-2],[2,2] 0.6295735668072685 0.6310448211779175
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        66790            688692  0.000154          0.018
           2(D)         6171            123397   0.00324        0.00299
           3(D)          128               322    0.0197        1.1e-05
         --------------------------------------------------------------
         Grid Complexity: 1.30899
         Operator Complexity: 1.50331
         Total Memory Usage: 0.0452964 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   7.077927e+02
              0             1.82349   1.402625e+00         0.0020
              1              1.8235   2.964797e-01         0.2114
              2              1.8235   6.860012e-02         0.2314
              3              1.8235   1.779625e-02         0.2594
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0708
         Final Residual: 		   1.779625e-02
         Total Reduction in Residual: 	   2.514330e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0310755
    setup: 0.0252407 s
    solve: 0.00583475 s
    solve(per iteration): 0.00145869 s
resid in solve_pyamgx: 1.78e-02
time solve_pyamgx: 3.55e-02
time eps: 4.24e-02

--time step:  84, iter:0, max residual:2.11e-07, u:8.84e-08, v:7.04e-08, w:4.85e-08, p:2.11e-07, k:7.49e-11, eps:8.49e-12, om:0.00e+00


monitor time step:  84, iter:0, u: 1.52e+01, v:-2.02e-02, w:-2.26e+00, p:-4.51e+00, k: 1.31e+00, eps: 1.89e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  0, umax: 3.24e+01, vismax: 7.92e+02, kmin: 3.13e-02, epsmin: 3.03e-01, ommin: 1.00e+00, fkmax: 4.56e+00

time one iteration: 2.02e-01
modify_u, ustar[-2,-2],[2,2] 0.6295735668072685 0.6310448211779175
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05          0.024
           1(D)        20324            216194  0.000523        0.00562
           2(D)         2178              9372   0.00198       0.000274
         --------------------------------------------------------------
         Grid Complexity: 1.09513
         Operator Complexity: 1.13714
         Total Memory Usage: 0.0298677 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   8.605381e-02
              0             1.82349   2.750539e-03         0.0320
              1              1.8235   3.116187e-04         0.1133
              2              1.8235   5.640821e-05         0.1810
              3              1.8235   1.366706e-05         0.2423
              4              1.8235   3.246169e-06         0.2375
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1304
         Final Residual: 		   3.246169e-06
         Total Reduction in Residual: 	   3.772255e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0229684
    setup: 0.0169026 s
    solve: 0.00606589 s
    solve(per iteration): 0.00121318 s
resid in solve_pyamgx: 3.25e-06
time solve_pyamgx: 2.73e-02
time u: 3.18e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.305232e-02
              0             1.82349   1.771978e-03         0.0334
              1              1.8235   2.545068e-04         0.1436
              2              1.8235   4.329669e-05         0.1701
              3              1.8235   1.010100e-05         0.2333
              4              1.8235   2.525868e-06         0.2501
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1366
         Final Residual: 		   2.525868e-06
         Total Reduction in Residual: 	   4.761088e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0229916
    setup: 0.0169026 s
    solve: 0.00608909 s
    solve(per iteration): 0.00121782 s
resid in solve_pyamgx: 2.53e-06
time solve_pyamgx: 6.57e-03
time v: 8.76e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   6.951820e-02
              0             1.82349   1.935835e-03         0.0278
              1              1.8235   2.064870e-04         0.1067
              2              1.8235   3.480654e-05         0.1686
              3              1.8235   8.704457e-06         0.2501
              4              1.8235   2.085171e-06         0.2396
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1246
         Final Residual: 		   2.085171e-06
         Total Reduction in Residual: 	   2.999460e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0229729
    setup: 0.0169026 s
    solve: 0.0060703 s
    solve(per iteration): 0.00121406 s
resid in solve_pyamgx: 2.09e-06
time solve_pyamgx: 6.49e-03
time w: 8.12e-03
area_out 3.2
flow_in 86.76586881112289 flow_out 86.76453639289326 area_out 3.2 flow_out_new 86.76586881112287 uinc: 0.00041638069675720146
xp.sum(su3d) 4.864553204697586e-12
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   8.445377e-01
              0             1.82349   5.204813e-01         0.6163
              1              1.8235   2.514920e-01         0.4832
              2              1.8235   1.209287e-01         0.4808
              3              1.8235   5.897623e-02         0.4877
              4              1.8235   3.010356e-02         0.5104
              5              1.8235   1.550385e-02         0.5150
              6              1.8235   8.292502e-03         0.5349
              7              1.8235   4.550013e-03         0.5487
              8              1.8235   2.503675e-03         0.5503
              9              1.8235   1.363573e-03         0.5446
             10              1.8235   9.188851e-04         0.6739
             11              1.8235   5.348012e-04         0.5820
             12              1.8235   2.946944e-04         0.5510
             13              1.8235   1.534958e-04         0.5209
             14              1.8235   7.918421e-05         0.5159
             15              1.8235   4.007032e-05         0.5060
         --------------------------------------------------------------
         Total Iterations: 16
         Avg Convergence Rate: 		         0.5367
         Final Residual: 		   4.007032e-05
         Total Reduction in Residual: 	   4.744645e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.180114
    setup: 0.138297 s
    solve: 0.041817 s
    solve(per iteration): 0.00261356 s
resid in solve_px: 4.01e-05
time p: 4.96e-02
time Smag or Wale: 4.77e-07

comm_min_pans:  -1.10e+03, pk_max: 1.11e+03, u2prim_max: 3.79e+00, v2prim_max: 1.22e+00, w2prim_max: 2.54e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5477595785729814 0.9843000947256948 0.64564968053291
yplus, min,max,mean 28.47348088439923 51.16560445131547 33.5619760124795
uplus, min,max,mean 16.025353647504947 32.779938233492466 25.052939049587177
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        66841            688573  0.000154          0.018
           2(D)         6336            128472    0.0032        0.00311
           3(D)          154               428     0.018       1.42e-05
         --------------------------------------------------------------
         Grid Complexity: 1.31001
         Operator Complexity: 1.50644
         Total Memory Usage: 0.045422 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.836952e+00
              0             1.82349   1.862847e-02         0.0049
              1              1.8235   1.174680e-03         0.0631
              2              1.8235   1.558039e-04         0.1326
         --------------------------------------------------------------
         Total Iterations: 3
         Avg Convergence Rate: 		         0.0344
         Final Residual: 		   1.558039e-04
         Total Reduction in Residual: 	   4.060617e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0296056
    setup: 0.0252074 s
    solve: 0.00439814 s
    solve(per iteration): 0.00146605 s
resid in solve_pyamgx: 1.56e-04
time solve_pyamgx: 3.39e-02
time k: 4.64e-02
modify_eps, ustar[-2,-2],[2,2] 0.6295824016336987 0.631093697354192
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        66783            688445  0.000154          0.018
           2(D)         6193            123099   0.00321        0.00298
           3(D)          113               263    0.0206       9.26e-06
         --------------------------------------------------------------
         Grid Complexity: 1.30899
         Operator Complexity: 1.50293
         Total Memory Usage: 0.045283 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.212689e+02
              0             1.82349   1.465595e-01         0.0007
              1              1.8235   3.529791e-02         0.2408
              2              1.8235   8.582254e-03         0.2431
         --------------------------------------------------------------
         Total Iterations: 3
         Avg Convergence Rate: 		         0.0339
         Final Residual: 		   8.582254e-03
         Total Reduction in Residual: 	   3.878653e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0296001
    setup: 0.0251369 s
    solve: 0.00446323 s
    solve(per iteration): 0.00148774 s
resid in solve_pyamgx: 8.58e-03
time solve_pyamgx: 3.39e-02
time eps: 4.10e-02

--time step:  84, iter:1, max residual:1.30e-07, u:2.54e-09, v:1.97e-09, w:1.63e-09, p:1.30e-07, k:9.51e-11, eps:4.09e-12, om:0.00e+00


monitor time step:  84, iter:1, u: 1.52e+01, v:-2.39e-02, w:-2.27e+00, p:-4.68e+00, k: 1.31e+00, eps: 1.89e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  1, umax: 3.24e+01, vismax: 7.95e+02, kmin: 3.13e-02, epsmin: 3.03e-01, ommin: 1.00e+00, fkmax: 5.00e+00

time one iteration: 1.94e-01
vismean_mean 1.8823529411764703e-18
modify_u, ustar[-2,-2],[2,2] 0.6295824016336987 0.631093697354192
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05          0.024
           1(D)        20351            216749  0.000523        0.00564
           2(D)         2198              9532   0.00197       0.000279
         --------------------------------------------------------------
         Grid Complexity: 1.09533
         Operator Complexity: 1.13758
         Total Memory Usage: 0.029886 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   4.006940e+00
              0             1.82349   1.090823e-01         0.0272
              1              1.8235   1.154146e-02         0.1058
              2              1.8235   2.066515e-03         0.1791
              3              1.8235   5.010115e-04         0.2424
              4              1.8235   1.148309e-04         0.2292
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1234
         Final Residual: 		   1.148309e-04
         Total Reduction in Residual: 	   2.865800e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0224184
    setup: 0.0163052 s
    solve: 0.00611328 s
    solve(per iteration): 0.00122266 s
resid in solve_pyamgx: 1.15e-04
time solve_pyamgx: 2.68e-02
time u: 3.31e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.665274e+00
              0             1.82349   6.634285e-02         0.0249
              1              1.8235   2.904762e-03         0.0438
              2              1.8235   4.764362e-04         0.1640
              3              1.8235   9.017603e-05         0.1893
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0763
         Final Residual: 		   9.017603e-05
         Total Reduction in Residual: 	   3.383368e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0212626
    setup: 0.0163052 s
    solve: 0.00495747 s
    solve(per iteration): 0.00123937 s
resid in solve_pyamgx: 9.02e-05
time solve_pyamgx: 5.40e-03
time v: 7.82e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.578444e+00
              0             1.82349   8.321731e-02         0.0233
              1              1.8235   6.512601e-03         0.0783
              2              1.8235   1.195901e-03         0.1836
              3              1.8235   2.745400e-04         0.2296
              4              1.8235   6.316033e-05         0.2301
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1120
         Final Residual: 		   6.316033e-05
         Total Reduction in Residual: 	   1.765022e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0223762
    setup: 0.0163052 s
    solve: 0.00607107 s
    solve(per iteration): 0.00121421 s
resid in solve_pyamgx: 6.32e-05
time solve_pyamgx: 6.55e-03
time w: 8.16e-03
area_out 3.2
flow_in 86.7658688111229 flow_out 86.76453646162018 area_out 3.2 flow_out_new 86.76586881112289 uinc: 0.0004163592195993715
xp.sum(su3d) 6.354472503744546e-12
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.933138e+00
              0             1.82349   1.540088e+00         0.5251
              1              1.8235   7.773332e-01         0.5047
              2              1.8235   3.798114e-01         0.4886
              3              1.8235   1.973877e-01         0.5197
              4              1.8235   1.044024e-01         0.5289
              5              1.8235   5.354404e-02         0.5129
              6              1.8235   2.899518e-02         0.5415
              7              1.8235   1.633949e-02         0.5635
              8              1.8235   9.162930e-03         0.5608
              9              1.8235   5.063819e-03         0.5526
             10              1.8235   3.420102e-03         0.6754
             11              1.8235   2.010704e-03         0.5879
             12              1.8235   1.113952e-03         0.5540
             13              1.8235   5.871521e-04         0.5271
             14              1.8235   3.040207e-04         0.5178
             15              1.8235   1.561922e-04         0.5138
             16              1.8235   8.361213e-05         0.5353
         --------------------------------------------------------------
         Total Iterations: 17
         Avg Convergence Rate: 		         0.5403
         Final Residual: 		   8.361213e-05
         Total Reduction in Residual: 	   2.850604e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.182946
    setup: 0.138297 s
    solve: 0.0446492 s
    solve(per iteration): 0.00262642 s
resid in solve_px: 8.36e-05
time p: 5.27e-02
time Smag or Wale: 4.77e-07

comm_min_pans:  -1.07e+03, pk_max: 1.12e+03, u2prim_max: 3.78e+00, v2prim_max: 1.21e+00, w2prim_max: 2.53e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5458376880318196 0.9759464874530095 0.6457252376739749
yplus, min,max,mean 28.373577723000864 50.73136964046242 33.56590360205703
uplus, min,max,mean 16.00139421886307 33.643204874116705 25.0640225370695
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        66821            687829  0.000154          0.018
           2(D)         6347            128781    0.0032        0.00312
           3(D)          147               371    0.0172       1.27e-05
         --------------------------------------------------------------
         Grid Complexity: 1.30994
         Operator Complexity: 1.50614
         Total Memory Usage: 0.0454102 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.952841e+00
              0             1.82349   4.107416e-02         0.0104
              1              1.8235   7.758923e-03         0.1889
              2              1.8235   1.918685e-03         0.2473
              3              1.8235   4.886126e-04         0.2547
              4              1.8235   1.302445e-04         0.2666
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1269
         Final Residual: 		   1.302445e-04
         Total Reduction in Residual: 	   3.294958e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0325281
    setup: 0.0252826 s
    solve: 0.0072455 s
    solve(per iteration): 0.0014491 s
resid in solve_pyamgx: 1.30e-04
time solve_pyamgx: 3.69e-02
time k: 4.96e-02
modify_eps, ustar[-2,-2],[2,2] 0.6296021729470874 0.6311839129187304
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        66806            689190  0.000154          0.018
           2(D)         6240            121822   0.00313        0.00296
           3(D)          130               298    0.0176       1.06e-05
         --------------------------------------------------------------
         Grid Complexity: 1.30935
         Operator Complexity: 1.50263
         Total Memory Usage: 0.0452763 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.736333e+02
              0             1.82349   1.412744e+00         0.0025
              1              1.8235   3.002271e-01         0.2125
              2              1.8235   7.025248e-02         0.2340
              3              1.8235   1.797781e-02         0.2559
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0748
         Final Residual: 		   1.797781e-02
         Total Reduction in Residual: 	   3.134026e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0310167
    setup: 0.0251835 s
    solve: 0.00583322 s
    solve(per iteration): 0.0014583 s
resid in solve_pyamgx: 1.80e-02
time solve_pyamgx: 3.55e-02
time eps: 4.26e-02

--time step:  85, iter:0, max residual:2.17e-07, u:8.97e-08, v:7.05e-08, w:4.93e-08, p:2.17e-07, k:7.95e-11, eps:8.57e-12, om:0.00e+00


monitor time step:  85, iter:0, u: 1.51e+01, v:-1.40e-02, w:-2.31e+00, p:-4.75e+00, k: 1.30e+00, eps: 1.88e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  0, umax: 3.24e+01, vismax: 7.91e+02, kmin: 3.09e-02, epsmin: 3.01e-01, ommin: 1.00e+00, fkmax: 4.54e+00

time one iteration: 2.02e-01
modify_u, ustar[-2,-2],[2,2] 0.6296021729470874 0.6311839129187304
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05          0.024
           1(D)        20391            217407  0.000523        0.00565
           2(D)         2206              9410   0.00193       0.000276
         --------------------------------------------------------------
         Grid Complexity: 1.09553
         Operator Complexity: 1.1379
         Total Memory Usage: 0.0299004 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   8.628123e-02
              0             1.82349   2.760759e-03         0.0320
              1              1.8235   3.168709e-04         0.1148
              2              1.8235   5.655112e-05         0.1785
              3              1.8235   1.378497e-05         0.2438
              4              1.8235   3.344277e-06         0.2426
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1311
         Final Residual: 		   3.344277e-06
         Total Reduction in Residual: 	   3.876019e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0224207
    setup: 0.0163511 s
    solve: 0.00606954 s
    solve(per iteration): 0.00121391 s
resid in solve_pyamgx: 3.34e-06
time solve_pyamgx: 2.68e-02
time u: 3.12e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.323011e-02
              0             1.82349   1.781011e-03         0.0335
              1              1.8235   2.540756e-04         0.1427
              2              1.8235   4.346633e-05         0.1711
              3              1.8235   1.017596e-05         0.2341
              4              1.8235   2.628807e-06         0.2583
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1376
         Final Residual: 		   2.628807e-06
         Total Reduction in Residual: 	   4.938570e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0224419
    setup: 0.0163511 s
    solve: 0.00609075 s
    solve(per iteration): 0.00121815 s
resid in solve_pyamgx: 2.63e-06
time solve_pyamgx: 6.57e-03
time v: 8.81e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   6.932193e-02
              0             1.82349   1.937884e-03         0.0280
              1              1.8235   2.087934e-04         0.1077
              2              1.8235   3.552079e-05         0.1701
              3              1.8235   8.741315e-06         0.2461
              4              1.8235   2.074811e-06         0.2374
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1245
         Final Residual: 		   2.074811e-06
         Total Reduction in Residual: 	   2.993008e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0224276
    setup: 0.0163511 s
    solve: 0.00607648 s
    solve(per iteration): 0.0012153 s
resid in solve_pyamgx: 2.07e-06
time solve_pyamgx: 6.50e-03
time w: 8.17e-03
area_out 3.2
flow_in 86.7658688111229 flow_out 86.76453631429763 area_out 3.2 flow_out_new 86.76586881112289 uinc: 0.0004164052578969901
xp.sum(su3d) 2.1740387268209815e-12
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   8.588552e-01
              0             1.82349   5.264747e-01         0.6130
              1              1.8235   2.527631e-01         0.4801
              2              1.8235   1.213706e-01         0.4802
              3              1.8235   5.915240e-02         0.4874
              4              1.8235   3.010862e-02         0.5090
              5              1.8235   1.549812e-02         0.5147
              6              1.8235   8.273240e-03         0.5338
              7              1.8235   4.532261e-03         0.5478
              8              1.8235   2.491201e-03         0.5497
              9              1.8235   1.361847e-03         0.5467
             10              1.8235   9.180108e-04         0.6741
             11              1.8235   5.342467e-04         0.5820
             12              1.8235   2.939556e-04         0.5502
             13              1.8235   1.531312e-04         0.5209
             14              1.8235   7.863820e-05         0.5135
             15              1.8235   3.990422e-05         0.5074
         --------------------------------------------------------------
         Total Iterations: 16
         Avg Convergence Rate: 		         0.5360
         Final Residual: 		   3.990422e-05
         Total Reduction in Residual: 	   4.646210e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.180121
    setup: 0.138297 s
    solve: 0.0418243 s
    solve(per iteration): 0.00261402 s
resid in solve_px: 3.99e-05
time p: 4.95e-02
time Smag or Wale: 4.77e-07

comm_min_pans:  -1.10e+03, pk_max: 1.13e+03, u2prim_max: 3.78e+00, v2prim_max: 1.21e+00, w2prim_max: 2.53e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5405840894305287 0.988049164312042 0.6459880738867742
yplus, min,max,mean 28.10048667137951 51.36048750836623 33.579566278482254
uplus, min,max,mean 16.019786899535017 33.70053738779793 25.05357961268021
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        66851            687683  0.000154          0.018
           2(D)         6390            129072   0.00316        0.00313
           3(D)          158               468    0.0187       1.52e-05
         --------------------------------------------------------------
         Grid Complexity: 1.3103
         Operator Complexity: 1.50629
         Total Memory Usage: 0.0454199 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.735821e+00
              0             1.82349   1.940037e-02         0.0052
              1              1.8235   1.284519e-03         0.0662
              2              1.8235   1.634616e-04         0.1273
         --------------------------------------------------------------
         Total Iterations: 3
         Avg Convergence Rate: 		         0.0352
         Final Residual: 		   1.634616e-04
         Total Reduction in Residual: 	   4.375520e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.029752
    setup: 0.025311 s
    solve: 0.00444096 s
    solve(per iteration): 0.00148032 s
resid in solve_pyamgx: 1.63e-04
time solve_pyamgx: 3.41e-02
time k: 4.66e-02
modify_eps, ustar[-2,-2],[2,2] 0.6296105710418562 0.6312209803178969
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        66606            685430  0.000155         0.0179
           2(D)         6188            122968   0.00321        0.00298
           3(D)          121               281    0.0192        9.9e-06
         --------------------------------------------------------------
         Grid Complexity: 1.30825
         Operator Complexity: 1.501
         Total Memory Usage: 0.045204 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   1.906116e+02
              0             1.82349   1.367754e-01         0.0007
              1              1.8235   3.128297e-02         0.2287
              2              1.8235   7.445554e-03         0.2380
         --------------------------------------------------------------
         Total Iterations: 3
         Avg Convergence Rate: 		         0.0339
         Final Residual: 		   7.445554e-03
         Total Reduction in Residual: 	   3.906139e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0296838
    setup: 0.0252436 s
    solve: 0.00444013 s
    solve(per iteration): 0.00148004 s
resid in solve_pyamgx: 7.45e-03
time solve_pyamgx: 3.41e-02
time eps: 4.11e-02

--time step:  85, iter:1, max residual:1.32e-07, u:2.61e-09, v:2.05e-09, w:1.62e-09, p:1.32e-07, k:9.98e-11, eps:3.55e-12, om:0.00e+00


monitor time step:  85, iter:1, u: 1.51e+01, v:-1.73e-02, w:-2.33e+00, p:-4.90e+00, k: 1.30e+00, eps: 1.87e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  1, umax: 3.24e+01, vismax: 7.88e+02, kmin: 3.09e-02, epsmin: 3.01e-01, ommin: 1.00e+00, fkmax: 5.05e+00

time one iteration: 1.94e-01
vismean_mean 1.8604651162790696e-18
modify_u, ustar[-2,-2],[2,2] 0.6296105710418562 0.6312209803178969
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05          0.024
           1(D)        20324            216304  0.000524        0.00562
           2(D)         2210              9536   0.00195       0.000279
         --------------------------------------------------------------
         Grid Complexity: 1.09526
         Operator Complexity: 1.13731
         Total Memory Usage: 0.0298753 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   4.036723e+00
              0             1.82349   1.102343e-01         0.0273
              1              1.8235   1.167696e-02         0.1059
              2              1.8235   2.093528e-03         0.1793
              3              1.8235   5.040066e-04         0.2407
              4              1.8235   1.139013e-04         0.2260
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1231
         Final Residual: 		   1.139013e-04
         Total Reduction in Residual: 	   2.821627e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0231422
    setup: 0.0170735 s
    solve: 0.00606874 s
    solve(per iteration): 0.00121375 s
resid in solve_pyamgx: 1.14e-04
time solve_pyamgx: 2.75e-02
time u: 3.37e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.680363e+00
              0             1.82349   6.680741e-02         0.0249
              1              1.8235   2.903011e-03         0.0435
              2              1.8235   4.709890e-04         0.1622
              3              1.8235   8.941495e-05         0.1898
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0760
         Final Residual: 		   8.941495e-05
         Total Reduction in Residual: 	   3.335928e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0219424
    setup: 0.0170735 s
    solve: 0.0048689 s
    solve(per iteration): 0.00121722 s
resid in solve_pyamgx: 8.94e-05
time solve_pyamgx: 5.31e-03
time v: 7.61e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.591406e+00
              0             1.82349   8.341299e-02         0.0232
              1              1.8235   6.522710e-03         0.0782
              2              1.8235   1.195095e-03         0.1832
              3              1.8235   2.758156e-04         0.2308
              4              1.8235   6.364718e-05         0.2308
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1121
         Final Residual: 		   6.364718e-05
         Total Reduction in Residual: 	   1.772208e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0231682
    setup: 0.0170735 s
    solve: 0.00609475 s
    solve(per iteration): 0.00121895 s
resid in solve_pyamgx: 6.36e-05
time solve_pyamgx: 6.53e-03
time w: 8.12e-03
area_out 3.2
flow_in 86.76586881112287 flow_out 86.76453638173311 area_out 3.2 flow_out_new 86.76586881112287 uinc: 0.0004163841843007887
xp.sum(su3d) 1.2548850847338144e-11
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.954704e+00
              0             1.82349   1.545135e+00         0.5229
              1              1.8235   7.788091e-01         0.5040
              2              1.8235   3.812101e-01         0.4895
              3              1.8235   1.985602e-01         0.5209
              4              1.8235   1.050986e-01         0.5293
              5              1.8235   5.401300e-02         0.5139
              6              1.8235   2.922751e-02         0.5411
              7              1.8235   1.643070e-02         0.5622
              8              1.8235   9.236913e-03         0.5622
              9              1.8235   5.111759e-03         0.5534
             10              1.8235   3.455267e-03         0.6759
             11              1.8235   2.034971e-03         0.5889
             12              1.8235   1.128651e-03         0.5546
             13              1.8235   5.966450e-04         0.5286
             14              1.8235   3.091193e-04         0.5181
             15              1.8235   1.595251e-04         0.5161
             16              1.8235   8.556892e-05         0.5364
         --------------------------------------------------------------
         Total Iterations: 17
         Avg Convergence Rate: 		         0.5408
         Final Residual: 		   8.556892e-05
         Total Reduction in Residual: 	   2.896023e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.182941
    setup: 0.138297 s
    solve: 0.0446444 s
    solve(per iteration): 0.00262614 s
resid in solve_px: 8.56e-05
time p: 5.25e-02
time Smag or Wale: 1.19e-06

comm_min_pans:  -1.05e+03, pk_max: 1.14e+03, u2prim_max: 3.78e+00, v2prim_max: 1.21e+00, w2prim_max: 2.51e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5177292072968226 0.9994973732133953 0.6460427011185299
yplus, min,max,mean 26.91245076109086 51.95558501111096 33.58240589553326
uplus, min,max,mean 15.93969774677157 34.214867621946745 25.064765635806907
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 5
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        66667            687911  0.000155          0.018
           2(D)         6345            129129   0.00321        0.00312
           3(D)          150               444    0.0197       1.56e-05
           4(D)            3                 3     0.333       1.71e-07
         --------------------------------------------------------------
         Grid Complexity: 1.30931
         Operator Complexity: 1.50645
         Total Memory Usage: 0.0454148 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.505829e+00
              0             1.82349   3.995623e-02         0.0114
              1              1.8235   7.087133e-03         0.1774
              2              1.8235   1.713592e-03         0.2418
              3              1.8235   4.537180e-04         0.2648
              4              1.8235   1.321536e-04         0.2913
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1304
         Final Residual: 		   1.321536e-04
         Total Reduction in Residual: 	   3.769538e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0338616
    setup: 0.0263412 s
    solve: 0.00752035 s
    solve(per iteration): 0.00150407 s
resid in solve_pyamgx: 1.32e-04
time solve_pyamgx: 3.83e-02
time k: 5.10e-02
modify_eps, ustar[-2,-2],[2,2] 0.6296293811305523 0.6312838882932995
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        66656            688582  0.000155          0.018
           2(D)         6197            123867   0.00323          0.003
           3(D)          128               364    0.0222        1.2e-05
         --------------------------------------------------------------
         Grid Complexity: 1.30853
         Operator Complexity: 1.50356
         Total Memory Usage: 0.0452998 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   4.580070e+02
              0             1.82349   1.388532e+00         0.0030
              1              1.8235   2.968944e-01         0.2138
              2              1.8235   7.144274e-02         0.2406
              3              1.8235   1.832640e-02         0.2565
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0795
         Final Residual: 		   1.832640e-02
         Total Reduction in Residual: 	   4.001336e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0311688
    setup: 0.0253497 s
    solve: 0.00581917 s
    solve(per iteration): 0.00145479 s
resid in solve_pyamgx: 1.83e-02
time solve_pyamgx: 3.58e-02
time eps: 4.28e-02

--time step:  86, iter:0, max residual:2.25e-07, u:8.90e-08, v:6.99e-08, w:4.97e-08, p:2.25e-07, k:8.07e-11, eps:8.74e-12, om:0.00e+00


monitor time step:  86, iter:0, u: 1.50e+01, v:-9.41e-03, w:-2.36e+00, p:-4.89e+00, k: 1.30e+00, eps: 1.86e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  0, umax: 3.24e+01, vismax: 7.89e+02, kmin: 3.04e-02, epsmin: 2.99e-01, ommin: 1.00e+00, fkmax: 4.39e+00

time one iteration: 2.04e-01
modify_u, ustar[-2,-2],[2,2] 0.6296293811305523 0.6312838882932995
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05          0.024
           1(D)        20361            216555  0.000522        0.00563
           2(D)         2213              9551   0.00195       0.000279
         --------------------------------------------------------------
         Grid Complexity: 1.09543
         Operator Complexity: 1.13747
         Total Memory Usage: 0.0298833 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   8.639017e-02
              0             1.82349   2.772529e-03         0.0321
              1              1.8235   3.175514e-04         0.1145
              2              1.8235   5.653394e-05         0.1780
              3              1.8235   1.375457e-05         0.2433
              4              1.8235   3.328062e-06         0.2420
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1310
         Final Residual: 		   3.328062e-06
         Total Reduction in Residual: 	   3.852362e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0231675
    setup: 0.0170906 s
    solve: 0.0060769 s
    solve(per iteration): 0.00121538 s
resid in solve_pyamgx: 3.33e-06
time solve_pyamgx: 2.75e-02
time u: 3.21e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.405849e-02
              0             1.82349   1.795739e-03         0.0332
              1              1.8235   2.503775e-04         0.1394
              2              1.8235   4.264484e-05         0.1703
              3              1.8235   9.951005e-06         0.2333
              4              1.8235   2.604139e-06         0.2617
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1369
         Final Residual: 		   2.604139e-06
         Total Reduction in Residual: 	   4.817263e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0231445
    setup: 0.0170906 s
    solve: 0.00605389 s
    solve(per iteration): 0.00121078 s
resid in solve_pyamgx: 2.60e-06
time solve_pyamgx: 6.55e-03
time v: 8.74e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   7.004250e-02
              0             1.82349   1.965133e-03         0.0281
              1              1.8235   2.119603e-04         0.1079
              2              1.8235   3.548218e-05         0.1674
              3              1.8235   8.602783e-06         0.2425
              4              1.8235   2.060743e-06         0.2395
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1241
         Final Residual: 		   2.060743e-06
         Total Reduction in Residual: 	   2.942132e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0231383
    setup: 0.0170906 s
    solve: 0.00604774 s
    solve(per iteration): 0.00120955 s
resid in solve_pyamgx: 2.06e-06
time solve_pyamgx: 6.46e-03
time w: 8.11e-03
area_out 3.2
flow_in 86.76586881112287 flow_out 86.76453624010479 area_out 3.2 flow_out_new 86.76586881112287 uinc: 0.00041642844315070704
xp.sum(su3d) 1.7919443706659877e-11
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   8.558458e-01
              0             1.82349   5.274022e-01         0.6162
              1              1.8235   2.524378e-01         0.4786
              2              1.8235   1.210474e-01         0.4795
              3              1.8235   5.921340e-02         0.4892
              4              1.8235   3.010085e-02         0.5083
              5              1.8235   1.548669e-02         0.5145
              6              1.8235   8.266868e-03         0.5338
              7              1.8235   4.516002e-03         0.5463
              8              1.8235   2.479669e-03         0.5491
              9              1.8235   1.354142e-03         0.5461
             10              1.8235   9.129736e-04         0.6742
             11              1.8235   5.303476e-04         0.5809
             12              1.8235   2.915068e-04         0.5497
             13              1.8235   1.520207e-04         0.5215
             14              1.8235   7.793280e-05         0.5126
             15              1.8235   3.957945e-05         0.5079
         --------------------------------------------------------------
         Total Iterations: 16
         Avg Convergence Rate: 		         0.5359
         Final Residual: 		   3.957945e-05
         Total Reduction in Residual: 	   4.624600e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.180123
    setup: 0.138297 s
    solve: 0.0418262 s
    solve(per iteration): 0.00261414 s
resid in solve_px: 3.96e-05
time p: 4.95e-02
time Smag or Wale: 4.77e-07

comm_min_pans:  -1.10e+03, pk_max: 1.14e+03, u2prim_max: 3.78e+00, v2prim_max: 1.21e+00, w2prim_max: 2.51e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5143092321779884 1.003320562046439 0.6461760834226913
yplus, min,max,mean 26.7346745980068 52.154320913527705 33.58933933610905
uplus, min,max,mean 16.03649885363012 34.26077927316653 25.05928099410691
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        66868            692490  0.000155         0.0181
           2(D)         6369            133199   0.00328        0.00322
           3(D)          128               402    0.0245       1.28e-05
         --------------------------------------------------------------
         Grid Complexity: 1.31015
         Operator Complexity: 1.51178
         Total Memory Usage: 0.0456166 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.672412e+00
              0             1.82349   1.827813e-02         0.0050
              1              1.8235   1.201638e-03         0.0657
              2              1.8235   1.629004e-04         0.1356
         --------------------------------------------------------------
         Total Iterations: 3
         Avg Convergence Rate: 		         0.0354
         Final Residual: 		   1.629004e-04
         Total Reduction in Residual: 	   4.435788e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0296858
    setup: 0.0252498 s
    solve: 0.00443597 s
    solve(per iteration): 0.00147866 s
resid in solve_pyamgx: 1.63e-04
time solve_pyamgx: 3.41e-02
time k: 4.66e-02
modify_eps, ustar[-2,-2],[2,2] 0.6296373633918604 0.6313086806423382
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        66885            692767  0.000155         0.0181
           2(D)         6315            127971   0.00321         0.0031
           3(D)          109               269    0.0226       9.28e-06
         --------------------------------------------------------------
         Grid Complexity: 1.30992
         Operator Complexity: 1.50863
         Total Memory Usage: 0.0455002 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.055949e+02
              0             1.82349   1.453091e-01         0.0007
              1              1.8235   3.712822e-02         0.2555
              2              1.8235   9.433470e-03         0.2541
         --------------------------------------------------------------
         Total Iterations: 3
         Avg Convergence Rate: 		         0.0358
         Final Residual: 		   9.433470e-03
         Total Reduction in Residual: 	   4.588378e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0296661
    setup: 0.0252606 s
    solve: 0.00440554 s
    solve(per iteration): 0.00146851 s
resid in solve_pyamgx: 9.43e-03
time solve_pyamgx: 3.41e-02
time eps: 4.11e-02

--time step:  86, iter:1, max residual:1.32e-07, u:2.60e-09, v:2.03e-09, w:1.61e-09, p:1.32e-07, k:9.94e-11, eps:4.50e-12, om:0.00e+00


monitor time step:  86, iter:1, u: 1.50e+01, v:-1.23e-02, w:-2.37e+00, p:-5.03e+00, k: 1.29e+00, eps: 1.86e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  1, umax: 3.24e+01, vismax: 7.87e+02, kmin: 3.04e-02, epsmin: 2.99e-01, ommin: 1.00e+00, fkmax: 4.96e+00

time one iteration: 1.94e-01
vismean_mean 1.839080459770115e-18
modify_u, ustar[-2,-2],[2,2] 0.6296373633918604 0.6313086806423382
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05          0.024
           1(D)        20393            217037  0.000522        0.00564
           2(D)         2211              9745   0.00199       0.000284
         --------------------------------------------------------------
         Grid Complexity: 1.09556
         Operator Complexity: 1.13788
         Total Memory Usage: 0.0299 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   4.066777e+00
              0             1.82349   1.115717e-01         0.0274
              1              1.8235   1.179733e-02         0.1057
              2              1.8235   2.135889e-03         0.1810
              3              1.8235   5.080464e-04         0.2379
              4              1.8235   1.116702e-04         0.2198
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1224
         Final Residual: 		   1.116702e-04
         Total Reduction in Residual: 	   2.745913e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0230911
    setup: 0.016982 s
    solve: 0.00610906 s
    solve(per iteration): 0.00122181 s
resid in solve_pyamgx: 1.12e-04
time solve_pyamgx: 2.74e-02
time u: 3.34e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.695281e+00
              0             1.82349   6.725968e-02         0.0250
              1              1.8235   2.903544e-03         0.0432
              2              1.8235   4.668698e-04         0.1608
              3              1.8235   9.056588e-05         0.1940
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0761
         Final Residual: 		   9.056588e-05
         Total Reduction in Residual: 	   3.360165e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0218501
    setup: 0.016982 s
    solve: 0.0048681 s
    solve(per iteration): 0.00121702 s
resid in solve_pyamgx: 9.06e-05
time solve_pyamgx: 5.33e-03
time v: 7.52e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.603419e+00
              0             1.82349   8.359957e-02         0.0232
              1              1.8235   6.519134e-03         0.0780
              2              1.8235   1.192672e-03         0.1829
              3              1.8235   2.762347e-04         0.2316
              4              1.8235   6.293633e-05         0.2278
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1118
         Final Residual: 		   6.293633e-05
         Total Reduction in Residual: 	   1.746573e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0230824
    setup: 0.016982 s
    solve: 0.00610035 s
    solve(per iteration): 0.00122007 s
resid in solve_pyamgx: 6.29e-05
time solve_pyamgx: 6.57e-03
time w: 8.16e-03
area_out 3.2
flow_in 86.76586881112289 flow_out 86.76453630622281 area_out 3.2 flow_out_new 86.76586881112287 uinc: 0.000416407781274053
xp.sum(su3d) 1.5218937221561646e-12
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.959694e+00
              0             1.82349   1.539290e+00         0.5201
              1              1.8235   7.757148e-01         0.5039
              2              1.8235   3.803902e-01         0.4904
              3              1.8235   1.985841e-01         0.5221
              4              1.8235   1.051026e-01         0.5293
              5              1.8235   5.411229e-02         0.5149
              6              1.8235   2.921513e-02         0.5399
              7              1.8235   1.638079e-02         0.5607
              8              1.8235   9.227060e-03         0.5633
              9              1.8235   5.101935e-03         0.5529
             10              1.8235   3.450441e-03         0.6763
             11              1.8235   2.034775e-03         0.5897
             12              1.8235   1.128922e-03         0.5548
             13              1.8235   5.972965e-04         0.5291
             14              1.8235   3.093980e-04         0.5180
             15              1.8235   1.600166e-04         0.5172
             16              1.8235   8.582923e-05         0.5364
         --------------------------------------------------------------
         Total Iterations: 17
         Avg Convergence Rate: 		         0.5409
         Final Residual: 		   8.582923e-05
         Total Reduction in Residual: 	   2.899936e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.182802
    setup: 0.138297 s
    solve: 0.0445055 s
    solve(per iteration): 0.00261797 s
resid in solve_px: 8.58e-05
time p: 5.21e-02
time Smag or Wale: 7.15e-07

comm_min_pans:  -1.03e+03, pk_max: 1.15e+03, u2prim_max: 3.77e+00, v2prim_max: 1.20e+00, w2prim_max: 2.49e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5210592768459368 1.0060245974039865 0.646246666536304
yplus, min,max,mean 27.08555347870548 52.29488130183613 33.593008367222026
uplus, min,max,mean 15.999339072827485 34.36727042200798 25.069401408183953
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        66794            692042  0.000155         0.0181
           2(D)         6442            137052    0.0033        0.00331
           3(D)          161               539    0.0208       1.69e-05
         --------------------------------------------------------------
         Grid Complexity: 1.31029
         Operator Complexity: 1.51398
         Total Memory Usage: 0.0456972 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.624506e+00
              0             1.82349   3.993131e-02         0.0110
              1              1.8235   7.195432e-03         0.1802
              2              1.8235   1.812644e-03         0.2519
              3              1.8235   4.786070e-04         0.2640
              4              1.8235   1.333612e-04         0.2786
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1298
         Final Residual: 		   1.333612e-04
         Total Reduction in Residual: 	   3.679431e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0326098
    setup: 0.0253501 s
    solve: 0.00725962 s
    solve(per iteration): 0.00145192 s
resid in solve_pyamgx: 1.33e-04
time solve_pyamgx: 3.69e-02
time k: 4.96e-02
modify_eps, ustar[-2,-2],[2,2] 0.6296552555728769 0.6313447735949711
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        66943            693541  0.000155         0.0181
           2(D)         6294            128860   0.00325        0.00312
           3(D)          130               454    0.0269        1.4e-05
         --------------------------------------------------------------
         Grid Complexity: 1.31016
         Operator Complexity: 1.50978
         Total Memory Usage: 0.0455444 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   4.873786e+02
              0             1.82349   1.390853e+00         0.0029
              1              1.8235   2.866718e-01         0.2061
              2              1.8235   6.699301e-02         0.2337
              3              1.8235   1.793858e-02         0.2678
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0779
         Final Residual: 		   1.793858e-02
         Total Reduction in Residual: 	   3.680625e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0309874
    setup: 0.0251602 s
    solve: 0.0058272 s
    solve(per iteration): 0.0014568 s
resid in solve_pyamgx: 1.79e-02
time solve_pyamgx: 3.55e-02
time eps: 4.25e-02

--time step:  87, iter:0, max residual:2.28e-07, u:8.72e-08, v:7.08e-08, w:4.92e-08, p:2.28e-07, k:8.14e-11, eps:8.55e-12, om:0.00e+00


monitor time step:  87, iter:0, u: 1.49e+01, v:-6.48e-03, w:-2.39e+00, p:-4.93e+00, k: 1.29e+00, eps: 1.85e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  0, umax: 3.25e+01, vismax: 8.00e+02, kmin: 3.00e-02, epsmin: 2.97e-01, ommin: 1.00e+00, fkmax: 4.54e+00

time one iteration: 2.01e-01
modify_u, ustar[-2,-2],[2,2] 0.6296552555728769 0.6313447735949711
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05          0.024
           1(D)        20384            217378  0.000523        0.00565
           2(D)         2214              9652   0.00197       0.000282
         --------------------------------------------------------------
         Grid Complexity: 1.09553
         Operator Complexity: 1.13803
         Total Memory Usage: 0.0299052 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   8.653512e-02
              0             1.82349   2.784810e-03         0.0322
              1              1.8235   3.151633e-04         0.1132
              2              1.8235   5.591856e-05         0.1774
              3              1.8235   1.373837e-05         0.2457
              4              1.8235   3.314903e-06         0.2413
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1308
         Final Residual: 		   3.314903e-06
         Total Reduction in Residual: 	   3.830702e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0231076
    setup: 0.0170496 s
    solve: 0.00605798 s
    solve(per iteration): 0.0012116 s
resid in solve_pyamgx: 3.31e-06
time solve_pyamgx: 2.75e-02
time u: 3.20e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.395468e-02
              0             1.82349   1.795946e-03         0.0333
              1              1.8235   2.459394e-04         0.1369
              2              1.8235   4.130365e-05         0.1679
              3              1.8235   9.992017e-06         0.2419
              4              1.8235   2.594558e-06         0.2597
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1369
         Final Residual: 		   2.594558e-06
         Total Reduction in Residual: 	   4.808773e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0231465
    setup: 0.0170496 s
    solve: 0.0060969 s
    solve(per iteration): 0.00121938 s
resid in solve_pyamgx: 2.59e-06
time solve_pyamgx: 6.55e-03
time v: 8.76e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   6.829787e-02
              0             1.82349   1.942048e-03         0.0284
              1              1.8235   2.122057e-04         0.1093
              2              1.8235   3.540572e-05         0.1668
              3              1.8235   8.701359e-06         0.2458
              4              1.8235   2.098992e-06         0.2412
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1252
         Final Residual: 		   2.098992e-06
         Total Reduction in Residual: 	   3.073290e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0231543
    setup: 0.0170496 s
    solve: 0.00610474 s
    solve(per iteration): 0.00122095 s
resid in solve_pyamgx: 2.10e-06
time solve_pyamgx: 6.52e-03
time w: 8.16e-03
area_out 3.2
flow_in 86.76586881112289 flow_out 86.76453617200318 area_out 3.2 flow_out_new 86.76586881112289 uinc: 0.00041644972490928467
xp.sum(su3d) -6.951994535597805e-12
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   8.674553e-01
              0             1.82349   5.308236e-01         0.6119
              1              1.8235   2.541569e-01         0.4788
              2              1.8235   1.217089e-01         0.4789
              3              1.8235   5.964453e-02         0.4901
              4              1.8235   3.023233e-02         0.5069
              5              1.8235   1.554289e-02         0.5141
              6              1.8235   8.284978e-03         0.5330
              7              1.8235   4.519076e-03         0.5455
              8              1.8235   2.472954e-03         0.5472
              9              1.8235   1.350210e-03         0.5460
             10              1.8235   9.100573e-04         0.6740
             11              1.8235   5.281577e-04         0.5804
             12              1.8235   2.905037e-04         0.5500
             13              1.8235   1.515317e-04         0.5216
             14              1.8235   7.755502e-05         0.5118
             15              1.8235   3.941164e-05         0.5082
         --------------------------------------------------------------
         Total Iterations: 16
         Avg Convergence Rate: 		         0.5353
         Final Residual: 		   3.941164e-05
         Total Reduction in Residual: 	   4.543362e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.180084
    setup: 0.138297 s
    solve: 0.0417874 s
    solve(per iteration): 0.00261171 s
resid in solve_px: 3.94e-05
time p: 4.95e-02
time Smag or Wale: 4.77e-07

comm_min_pans:  -1.10e+03, pk_max: 1.16e+03, u2prim_max: 3.77e+00, v2prim_max: 1.20e+00, w2prim_max: 2.49e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5179227507991337 0.9933101724511715 0.6463801620729889
yplus, min,max,mean 26.92251148376725 51.63396372045261 33.599947693818294
uplus, min,max,mean 16.01055399011951 34.399974669910236 25.063633364924414
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        66597            691607  0.000156          0.018
           2(D)         6324            133756   0.00334        0.00323
           3(D)          154               404     0.017       1.36e-05
         --------------------------------------------------------------
         Grid Complexity: 1.30893
         Operator Complexity: 1.51158
         Total Memory Usage: 0.045594 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   4.232622e+00
              0             1.82349   1.876118e-02         0.0044
              1              1.8235   1.153050e-03         0.0615
              2              1.8235   1.600300e-04         0.1388
         --------------------------------------------------------------
         Total Iterations: 3
         Avg Convergence Rate: 		         0.0336
         Final Residual: 		   1.600300e-04
         Total Reduction in Residual: 	   3.780871e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0296257
    setup: 0.0251938 s
    solve: 0.00443187 s
    solve(per iteration): 0.00147729 s
resid in solve_pyamgx: 1.60e-04
time solve_pyamgx: 3.40e-02
time k: 4.67e-02
modify_eps, ustar[-2,-2],[2,2] 0.6296628398621675 0.6313583403013545
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        66579            691699  0.000156          0.018
           2(D)         6264            129776   0.00331        0.00314
           3(D)          104               248    0.0229       8.66e-06
         --------------------------------------------------------------
         Grid Complexity: 1.30839
         Operator Complexity: 1.50908
         Total Memory Usage: 0.0454973 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.858012e+02
              0             1.82349   1.926173e-01         0.0005
              1              1.8235   3.933482e-02         0.2042
              2              1.8235   9.013437e-03         0.2291
         --------------------------------------------------------------
         Total Iterations: 3
         Avg Convergence Rate: 		         0.0286
         Final Residual: 		   9.013437e-03
         Total Reduction in Residual: 	   2.336290e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0300601
    setup: 0.0256615 s
    solve: 0.00439856 s
    solve(per iteration): 0.00146619 s
resid in solve_pyamgx: 9.01e-03
time solve_pyamgx: 3.44e-02
time eps: 4.14e-02

--time step:  87, iter:1, max residual:1.33e-07, u:2.59e-09, v:2.03e-09, w:1.64e-09, p:1.33e-07, k:9.77e-11, eps:4.30e-12, om:0.00e+00


monitor time step:  87, iter:1, u: 1.49e+01, v:-8.88e-03, w:-2.40e+00, p:-5.05e+00, k: 1.29e+00, eps: 1.85e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  1, umax: 3.25e+01, vismax: 8.10e+02, kmin: 3.00e-02, epsmin: 2.97e-01, ommin: 1.00e+00, fkmax: 5.01e+00

time one iteration: 1.95e-01
vismean_mean 1.818181818181818e-18
modify_u, ustar[-2,-2],[2,2] 0.6296628398621675 0.6313583403013545
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05          0.024
           1(D)        20415            217313  0.000521        0.00565
           2(D)         2216              9790   0.00199       0.000285
         --------------------------------------------------------------
         Grid Complexity: 1.09567
         Operator Complexity: 1.13808
         Total Memory Usage: 0.0299085 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   4.096875e+00
              0             1.82349   1.127136e-01         0.0275
              1              1.8235   1.193883e-02         0.1059
              2              1.8235   2.146639e-03         0.1798
              3              1.8235   5.056607e-04         0.2356
              4              1.8235   1.117791e-04         0.2211
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1222
         Final Residual: 		   1.117791e-04
         Total Reduction in Residual: 	   2.728399e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0232483
    setup: 0.0171002 s
    solve: 0.00614803 s
    solve(per iteration): 0.00122961 s
resid in solve_pyamgx: 1.12e-04
time solve_pyamgx: 2.77e-02
time u: 3.38e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.710214e+00
              0             1.82349   6.771901e-02         0.0250
              1              1.8235   2.930677e-03         0.0433
              2              1.8235   4.755058e-04         0.1623
              3              1.8235   9.620636e-05         0.2023
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0772
         Final Residual: 		   9.620636e-05
         Total Reduction in Residual: 	   3.549770e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0219509
    setup: 0.0171002 s
    solve: 0.00485069 s
    solve(per iteration): 0.00121267 s
resid in solve_pyamgx: 9.62e-05
time solve_pyamgx: 5.28e-03
time v: 7.53e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.615006e+00
              0             1.82349   8.383445e-02         0.0232
              1              1.8235   6.544739e-03         0.0781
              2              1.8235   1.180340e-03         0.1803
              3              1.8235   2.745135e-04         0.2326
              4              1.8235   6.451491e-05         0.2350
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1123
         Final Residual: 		   6.451491e-05
         Total Reduction in Residual: 	   1.784642e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0232332
    setup: 0.0171002 s
    solve: 0.00613296 s
    solve(per iteration): 0.00122659 s
resid in solve_pyamgx: 6.45e-05
time solve_pyamgx: 6.68e-03
time w: 8.28e-03
area_out 3.2
flow_in 86.76586881112287 flow_out 86.76453623932056 area_out 3.2 flow_out_new 86.76586881112286 uinc: 0.0004164286882213375
xp.sum(su3d) 1.2042367103504148e-11
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.980839e+00
              0             1.82349   1.542541e+00         0.5175
              1              1.8235   7.757513e-01         0.5029
              2              1.8235   3.811564e-01         0.4913
              3              1.8235   1.989895e-01         0.5221
              4              1.8235   1.051996e-01         0.5287
              5              1.8235   5.427447e-02         0.5159
              6              1.8235   2.924137e-02         0.5388
              7              1.8235   1.638695e-02         0.5604
              8              1.8235   9.230794e-03         0.5633
              9              1.8235   5.109543e-03         0.5535
             10              1.8235   3.457903e-03         0.6768
             11              1.8235   2.041706e-03         0.5904
             12              1.8235   1.135759e-03         0.5563
             13              1.8235   6.014667e-04         0.5296
             14              1.8235   3.120488e-04         0.5188
             15              1.8235   1.618107e-04         0.5185
             16              1.8235   8.681412e-05         0.5365
         --------------------------------------------------------------
         Total Iterations: 17
         Avg Convergence Rate: 		         0.5410
         Final Residual: 		   8.681412e-05
         Total Reduction in Residual: 	   2.912405e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.182921
    setup: 0.138297 s
    solve: 0.0446239 s
    solve(per iteration): 0.00262493 s
resid in solve_px: 8.68e-05
time p: 5.23e-02
time Smag or Wale: 7.15e-07

comm_min_pans:  -1.03e+03, pk_max: 1.16e+03, u2prim_max: 3.76e+00, v2prim_max: 1.20e+00, w2prim_max: 2.48e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5164201749958828 0.9849316465068719 0.6464145287922
yplus, min,max,mean 26.844405020485148 51.19843359437801 33.60173413473287
uplus, min,max,mean 15.947010930599895 32.890134845118155 25.074205834974208
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        66593            692037  0.000156          0.018
           2(D)         6438            137322   0.00331        0.00331
           3(D)          142               438    0.0217        1.4e-05
         --------------------------------------------------------------
         Grid Complexity: 1.30934
         Operator Complexity: 1.51408
         Total Memory Usage: 0.0456893 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   4.439171e+00
              0             1.82349   4.041145e-02         0.0091
              1              1.8235   7.103770e-03         0.1758
              2              1.8235   1.729126e-03         0.2434
              3              1.8235   4.502622e-04         0.2604
              4              1.8235   1.232456e-04         0.2737
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1227
         Final Residual: 		   1.232456e-04
         Total Reduction in Residual: 	   2.776321e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0326066
    setup: 0.0253155 s
    solve: 0.00729114 s
    solve(per iteration): 0.00145823 s
resid in solve_pyamgx: 1.23e-04
time solve_pyamgx: 3.70e-02
time k: 4.99e-02
modify_eps, ustar[-2,-2],[2,2] 0.6296798541460683 0.63137090037973
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        66662            692212  0.000156          0.018
           2(D)         6328            130528   0.00326        0.00316
           3(D)          117               361    0.0264       1.16e-05
         --------------------------------------------------------------
         Grid Complexity: 1.30906
         Operator Complexity: 1.50993
         Total Memory Usage: 0.0455364 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   6.969485e+02
              0             1.82349   1.381604e+00         0.0020
              1              1.8235   2.781302e-01         0.2013
              2              1.8235   6.490589e-02         0.2334
              3              1.8235   1.712414e-02         0.2638
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0704
         Final Residual: 		   1.712414e-02
         Total Reduction in Residual: 	   2.457016e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0312448
    setup: 0.0253957 s
    solve: 0.00584909 s
    solve(per iteration): 0.00146227 s
resid in solve_pyamgx: 1.71e-02
time solve_pyamgx: 3.57e-02
time eps: 4.27e-02

--time step:  88, iter:0, max residual:2.33e-07, u:8.73e-08, v:7.52e-08, w:5.04e-08, p:2.33e-07, k:7.52e-11, eps:8.17e-12, om:0.00e+00


monitor time step:  88, iter:0, u: 1.47e+01, v:-5.18e-03, w:-2.41e+00, p:-4.87e+00, k: 1.28e+00, eps: 1.83e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  0, umax: 3.25e+01, vismax: 8.01e+02, kmin: 2.96e-02, epsmin: 2.95e-01, ommin: 1.00e+00, fkmax: 4.38e+00

time one iteration: 2.03e-01
modify_u, ustar[-2,-2],[2,2] 0.6296798541460683 0.63137090037973
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05          0.024
           1(D)        20354            216422  0.000522        0.00563
           2(D)         2214              9702   0.00198       0.000283
         --------------------------------------------------------------
         Grid Complexity: 1.09541
         Operator Complexity: 1.13748
         Total Memory Usage: 0.0298834 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   8.658495e-02
              0             1.82349   2.780430e-03         0.0321
              1              1.8235   3.168775e-04         0.1140
              2              1.8235   6.063139e-05         0.1913
              3              1.8235   1.494239e-05         0.2464
              4              1.8235   3.603169e-06         0.2411
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1330
         Final Residual: 		   3.603169e-06
         Total Reduction in Residual: 	   4.161426e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.023359
    setup: 0.0172926 s
    solve: 0.00606643 s
    solve(per iteration): 0.00121329 s
resid in solve_pyamgx: 3.60e-06
time solve_pyamgx: 2.78e-02
time u: 3.26e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.442477e-02
              0             1.82349   1.794162e-03         0.0330
              1              1.8235   2.425987e-04         0.1352
              2              1.8235   4.138736e-05         0.1706
              3              1.8235   1.013274e-05         0.2448
              4              1.8235   2.670788e-06         0.2636
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1375
         Final Residual: 		   2.670788e-06
         Total Reduction in Residual: 	   4.907302e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0234038
    setup: 0.0172926 s
    solve: 0.00611123 s
    solve(per iteration): 0.00122225 s
resid in solve_pyamgx: 2.67e-06
time solve_pyamgx: 6.78e-03
time v: 9.11e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   6.951037e-02
              0             1.82349   1.976377e-03         0.0284
              1              1.8235   2.173616e-04         0.1100
              2              1.8235   3.674944e-05         0.1691
              3              1.8235   9.002439e-06         0.2450
              4              1.8235   2.174590e-06         0.2416
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1256
         Final Residual: 		   2.174590e-06
         Total Reduction in Residual: 	   3.128440e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0233506
    setup: 0.0172926 s
    solve: 0.00605798 s
    solve(per iteration): 0.0012116 s
resid in solve_pyamgx: 2.17e-06
time solve_pyamgx: 6.59e-03
time w: 8.36e-03
area_out 3.2
flow_in 86.76586881112287 flow_out 86.7645361098659 area_out 3.2 flow_out_new 86.76586881112287 uinc: 0.0004164691428032441
xp.sum(su3d) 1.557221018799737e-11
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   8.676603e-01
              0             1.82349   5.339503e-01         0.6154
              1              1.8235   2.558039e-01         0.4791
              2              1.8235   1.224838e-01         0.4788
              3              1.8235   5.999425e-02         0.4898
              4              1.8235   3.029234e-02         0.5049
              5              1.8235   1.554392e-02         0.5131
              6              1.8235   8.284429e-03         0.5330
              7              1.8235   4.510547e-03         0.5445
              8              1.8235   2.463408e-03         0.5461
              9              1.8235   1.345880e-03         0.5463
             10              1.8235   9.078339e-04         0.6745
             11              1.8235   5.269873e-04         0.5805
             12              1.8235   2.902206e-04         0.5507
             13              1.8235   1.511194e-04         0.5207
             14              1.8235   7.755569e-05         0.5132
             15              1.8235   3.920690e-05         0.5055
         --------------------------------------------------------------
         Total Iterations: 16
         Avg Convergence Rate: 		         0.5351
         Final Residual: 		   3.920690e-05
         Total Reduction in Residual: 	   4.518693e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.180213
    setup: 0.138297 s
    solve: 0.0419164 s
    solve(per iteration): 0.00261978 s
resid in solve_px: 3.92e-05
time p: 4.99e-02
time Smag or Wale: 4.77e-07

comm_min_pans:  -1.09e+03, pk_max: 1.17e+03, u2prim_max: 3.76e+00, v2prim_max: 1.20e+00, w2prim_max: 2.48e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5173262159260504 0.9758318853943448 0.6467152294887984
yplus, min,max,mean 26.891502579550792 50.72541242920707 33.6173650718656
uplus, min,max,mean 15.977957594231082 32.95553663475826 25.061707959214505
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        66460            690104  0.000156          0.018
           2(D)         6454            137212   0.00329        0.00331
           3(D)          145               425    0.0202       1.38e-05
         --------------------------------------------------------------
         Grid Complexity: 1.30886
         Operator Complexity: 1.5128
         Total Memory Usage: 0.0456374 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.731624e+00
              0             1.82349   1.983698e-02         0.0053
              1              1.8235   1.452963e-03         0.0732
              2              1.8235   1.806338e-04         0.1243
         --------------------------------------------------------------
         Total Iterations: 3
         Avg Convergence Rate: 		         0.0364
         Final Residual: 		   1.806338e-04
         Total Reduction in Residual: 	   4.840623e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.029526
    setup: 0.0250983 s
    solve: 0.00442778 s
    solve(per iteration): 0.00147593 s
resid in solve_pyamgx: 1.81e-04
time solve_pyamgx: 3.39e-02
time k: 4.65e-02
modify_eps, ustar[-2,-2],[2,2] 0.6296870594424396 0.6313752555153072
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        66484            690770  0.000156          0.018
           2(D)         6283            129137   0.00327        0.00312
           3(D)          136               374    0.0202       1.24e-05
         --------------------------------------------------------------
         Grid Complexity: 1.3082
         Operator Complexity: 1.50818
         Total Memory Usage: 0.0454626 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.018253e+02
              0             1.82349   1.440820e-01         0.0007
              1              1.8235   3.703740e-02         0.2571
              2              1.8235   9.146099e-03         0.2469
         --------------------------------------------------------------
         Total Iterations: 3
         Avg Convergence Rate: 		         0.0357
         Final Residual: 		   9.146099e-03
         Total Reduction in Residual: 	   4.531691e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0294543
    setup: 0.0250491 s
    solve: 0.00440525 s
    solve(per iteration): 0.00146842 s
resid in solve_pyamgx: 9.15e-03
time solve_pyamgx: 3.38e-02
time eps: 4.08e-02

--time step:  88, iter:1, max residual:1.33e-07, u:2.81e-09, v:2.09e-09, w:1.70e-09, p:1.33e-07, k:1.10e-10, eps:4.36e-12, om:0.00e+00


monitor time step:  88, iter:1, u: 1.47e+01, v:-7.05e-03, w:-2.42e+00, p:-4.97e+00, k: 1.28e+00, eps: 1.83e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  1, umax: 3.25e+01, vismax: 8.01e+02, kmin: 2.96e-02, epsmin: 2.95e-01, ommin: 1.00e+00, fkmax: 4.98e+00

time one iteration: 1.95e-01
vismean_mean 1.7977528089887637e-18
modify_u, ustar[-2,-2],[2,2] 0.6296870594424396 0.6313752555153072
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05          0.024
           1(D)        20393            217127  0.000522        0.00565
           2(D)         2210              9766     0.002       0.000284
         --------------------------------------------------------------
         Grid Complexity: 1.09556
         Operator Complexity: 1.13795
         Total Memory Usage: 0.0299024 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   4.127154e+00
              0             1.82349   1.138888e-01         0.0276
              1              1.8235   1.196753e-02         0.1051
              2              1.8235   2.176199e-03         0.1818
              3              1.8235   5.072574e-04         0.2331
              4              1.8235   1.151489e-04         0.2270
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1228
         Final Residual: 		   1.151489e-04
         Total Reduction in Residual: 	   2.790032e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0231037
    setup: 0.0170332 s
    solve: 0.0060705 s
    solve(per iteration): 0.0012141 s
resid in solve_pyamgx: 1.15e-04
time solve_pyamgx: 2.74e-02
time u: 3.34e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.725081e+00
              0             1.82349   6.818390e-02         0.0250
              1              1.8235   2.940500e-03         0.0431
              2              1.8235   4.769816e-04         0.1622
              3              1.8235   9.679563e-05         0.2029
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0772
         Final Residual: 		   9.679563e-05
         Total Reduction in Residual: 	   3.552027e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.021891
    setup: 0.0170332 s
    solve: 0.00485776 s
    solve(per iteration): 0.00121444 s
resid in solve_pyamgx: 9.68e-05
time solve_pyamgx: 5.26e-03
time v: 7.44e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.626178e+00
              0             1.82349   8.413856e-02         0.0232
              1              1.8235   6.572493e-03         0.0781
              2              1.8235   1.199636e-03         0.1825
              3              1.8235   2.792968e-04         0.2328
              4              1.8235   6.588996e-05         0.2359
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1127
         Final Residual: 		   6.588996e-05
         Total Reduction in Residual: 	   1.817063e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0230789
    setup: 0.0170332 s
    solve: 0.0060457 s
    solve(per iteration): 0.00120914 s
resid in solve_pyamgx: 6.59e-05
time solve_pyamgx: 6.57e-03
time w: 8.18e-03
area_out 3.2
flow_in 86.76586881112289 flow_out 86.76453617879888 area_out 3.2 flow_out_new 86.76586881112289 uinc: 0.0004164476012524787
xp.sum(su3d) -4.333866598926761e-12
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.986010e+00
              0             1.82349   1.538509e+00         0.5152
              1              1.8235   7.718800e-01         0.5017
              2              1.8235   3.801817e-01         0.4925
              3              1.8235   1.982503e-01         0.5215
              4              1.8235   1.045935e-01         0.5276
              5              1.8235   5.407836e-02         0.5170
              6              1.8235   2.903921e-02         0.5370
              7              1.8235   1.623827e-02         0.5592
              8              1.8235   9.149918e-03         0.5635
              9              1.8235   5.073148e-03         0.5544
             10              1.8235   3.436893e-03         0.6775
             11              1.8235   2.034095e-03         0.5918
             12              1.8235   1.132039e-03         0.5565
             13              1.8235   5.986340e-04         0.5288
             14              1.8235   3.114156e-04         0.5202
             15              1.8235   1.614409e-04         0.5184
             16              1.8235   8.653763e-05         0.5360
         --------------------------------------------------------------
         Total Iterations: 17
         Avg Convergence Rate: 		         0.5408
         Final Residual: 		   8.653763e-05
         Total Reduction in Residual: 	   2.898102e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.18277
    setup: 0.138297 s
    solve: 0.0444727 s
    solve(per iteration): 0.00261604 s
resid in solve_px: 8.65e-05
time p: 5.20e-02
time Smag or Wale: 4.77e-07

comm_min_pans:  -1.03e+03, pk_max: 1.17e+03, u2prim_max: 3.75e+00, v2prim_max: 1.19e+00, w2prim_max: 2.47e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.517348222919276 0.9694008394709869 0.6467944140993407
yplus, min,max,mean 26.892646540743698 50.39111564950953 33.621481223518266
uplus, min,max,mean 15.92592533669539 33.76648846196656 25.070026807456983
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 5
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        66655            692305  0.000156         0.0181
           2(D)         6484            136904   0.00326         0.0033
           3(D)          137               433    0.0231       1.48e-05
           4(D)            2                 2       0.5       1.19e-07
         --------------------------------------------------------------
         Grid Complexity: 1.30979
         Operator Complexity: 1.51398
         Total Memory Usage: 0.0456924 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.971204e+00
              0             1.82349   4.076687e-02         0.0103
              1              1.8235   7.204156e-03         0.1767
              2              1.8235   1.760503e-03         0.2444
              3              1.8235   4.626560e-04         0.2628
              4              1.8235   1.295015e-04         0.2799
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1267
         Final Residual: 		   1.295015e-04
         Total Reduction in Residual: 	   3.261013e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0334641
    setup: 0.0259665 s
    solve: 0.00749766 s
    solve(per iteration): 0.00149953 s
resid in solve_pyamgx: 1.30e-04
time solve_pyamgx: 3.78e-02
time k: 5.04e-02
modify_eps, ustar[-2,-2],[2,2] 0.6297032361699794 0.6313693642529387
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        66448            690522  0.000156          0.018
           2(D)         6293            130781    0.0033        0.00316
           3(D)          125               329    0.0211       1.11e-05
         --------------------------------------------------------------
         Grid Complexity: 1.30804
         Operator Complexity: 1.50902
         Total Memory Usage: 0.0454909 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.840474e+02
              0             1.82349   1.389308e+00         0.0024
              1              1.8235   2.858279e-01         0.2057
              2              1.8235   6.510658e-02         0.2278
              3              1.8235   1.671196e-02         0.2567
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0731
         Final Residual: 		   1.671196e-02
         Total Reduction in Residual: 	   2.861405e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0308326
    setup: 0.0250286 s
    solve: 0.00580403 s
    solve(per iteration): 0.00145101 s
resid in solve_pyamgx: 1.67e-02
time solve_pyamgx: 3.53e-02
time eps: 4.23e-02

--time step:  89, iter:0, max residual:2.35e-07, u:9.00e-08, v:7.56e-08, w:5.15e-08, p:2.35e-07, k:7.90e-11, eps:7.97e-12, om:0.00e+00


monitor time step:  89, iter:0, u: 1.46e+01, v:-5.51e-03, w:-2.41e+00, p:-4.69e+00, k: 1.27e+00, eps: 1.82e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  0, umax: 3.25e+01, vismax: 8.07e+02, kmin: 2.92e-02, epsmin: 2.94e-01, ommin: 1.00e+00, fkmax: 4.36e+00

time one iteration: 2.02e-01
modify_u, ustar[-2,-2],[2,2] 0.6297032361699794 0.6313693642529387
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05          0.024
           1(D)        20393            217319  0.000523        0.00565
           2(D)         2206              9716     0.002       0.000283
         --------------------------------------------------------------
         Grid Complexity: 1.09554
         Operator Complexity: 1.13804
         Total Memory Usage: 0.0299054 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   8.656781e-02
              0             1.82349   2.804271e-03         0.0324
              1              1.8235   3.258213e-04         0.1162
              2              1.8235   6.230893e-05         0.1912
              3              1.8235   1.531482e-05         0.2458
              4              1.8235   3.894225e-06         0.2543
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1351
         Final Residual: 		   3.894225e-06
         Total Reduction in Residual: 	   4.498468e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0231451
    setup: 0.017035 s
    solve: 0.00611008 s
    solve(per iteration): 0.00122202 s
resid in solve_pyamgx: 3.89e-06
time solve_pyamgx: 2.75e-02
time u: 3.19e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.493049e-02
              0             1.82349   1.796554e-03         0.0327
              1              1.8235   2.375758e-04         0.1322
              2              1.8235   4.010926e-05         0.1688
              3              1.8235   9.622456e-06         0.2399
              4              1.8235   2.428247e-06         0.2524
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1346
         Final Residual: 		   2.428247e-06
         Total Reduction in Residual: 	   4.420582e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0230848
    setup: 0.017035 s
    solve: 0.00604976 s
    solve(per iteration): 0.00120995 s
resid in solve_pyamgx: 2.43e-06
time solve_pyamgx: 6.48e-03
time v: 8.70e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   6.863491e-02
              0             1.82349   1.971777e-03         0.0287
              1              1.8235   2.191640e-04         0.1112
              2              1.8235   3.630693e-05         0.1657
              3              1.8235   8.882634e-06         0.2447
              4              1.8235   2.134939e-06         0.2403
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1255
         Final Residual: 		   2.134939e-06
         Total Reduction in Residual: 	   3.110573e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0231053
    setup: 0.017035 s
    solve: 0.00607027 s
    solve(per iteration): 0.00121405 s
resid in solve_pyamgx: 2.13e-06
time solve_pyamgx: 6.50e-03
time w: 8.14e-03
area_out 3.2
flow_in 86.76586881112289 flow_out 86.7645360534738 area_out 3.2 flow_out_new 86.7658688111229 uinc: 0.00041648676533778684
xp.sum(su3d) -3.79585252119341e-12
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   8.723679e-01
              0             1.82349   5.388955e-01         0.6177
              1              1.8235   2.582078e-01         0.4791
              2              1.8235   1.237253e-01         0.4792
              3              1.8235   6.044937e-02         0.4886
              4              1.8235   3.039251e-02         0.5028
              5              1.8235   1.562795e-02         0.5142
              6              1.8235   8.331635e-03         0.5331
              7              1.8235   4.522469e-03         0.5428
              8              1.8235   2.463901e-03         0.5448
              9              1.8235   1.343004e-03         0.5451
             10              1.8235   9.043911e-04         0.6734
             11              1.8235   5.248979e-04         0.5804
             12              1.8235   2.893225e-04         0.5512
             13              1.8235   1.507354e-04         0.5210
             14              1.8235   7.754488e-05         0.5144
             15              1.8235   3.918714e-05         0.5053
         --------------------------------------------------------------
         Total Iterations: 16
         Avg Convergence Rate: 		         0.5349
         Final Residual: 		   3.918714e-05
         Total Reduction in Residual: 	   4.492043e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.180078
    setup: 0.138297 s
    solve: 0.0417813 s
    solve(per iteration): 0.00261133 s
resid in solve_px: 3.92e-05
time p: 4.94e-02
time Smag or Wale: 7.15e-07

comm_min_pans:  -1.10e+03, pk_max: 1.18e+03, u2prim_max: 3.75e+00, v2prim_max: 1.19e+00, w2prim_max: 2.47e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5134868882401401 0.9867599543899669 0.6469999556859265
yplus, min,max,mean 26.69192775192567 51.29347216895798 33.63216562716091
uplus, min,max,mean 15.926274713187803 33.82234147972235 25.061555572424236
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        66669            693195  0.000156         0.0181
           2(D)         6419            136743   0.00332         0.0033
           3(D)          146               492    0.0231       1.54e-05
         --------------------------------------------------------------
         Grid Complexity: 1.3096
         Operator Complexity: 1.51447
         Total Memory Usage: 0.0457066 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.689991e+00
              0             1.82349   2.051898e-02         0.0056
              1              1.8235   1.359217e-03         0.0662
              2              1.8235   1.758659e-04         0.1294
         --------------------------------------------------------------
         Total Iterations: 3
         Avg Convergence Rate: 		         0.0363
         Final Residual: 		   1.758659e-04
         Total Reduction in Residual: 	   4.766025e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0297396
    setup: 0.0253183 s
    solve: 0.00442134 s
    solve(per iteration): 0.00147378 s
resid in solve_pyamgx: 1.76e-04
time solve_pyamgx: 3.41e-02
time k: 4.70e-02
modify_eps, ustar[-2,-2],[2,2] 0.6297100783574439 0.6313669431766161
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        66531            691819  0.000156          0.018
           2(D)         6304            131722   0.00331        0.00318
           3(D)          120               316    0.0219       1.07e-05
         --------------------------------------------------------------
         Grid Complexity: 1.30842
         Operator Complexity: 1.5104
         Total Memory Usage: 0.0455453 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.089709e+02
              0             1.82349   1.328398e-01         0.0006
              1              1.8235   2.997145e-02         0.2256
              2              1.8235   7.309893e-03         0.2439
         --------------------------------------------------------------
         Total Iterations: 3
         Avg Convergence Rate: 		         0.0327
         Final Residual: 		   7.309893e-03
         Total Reduction in Residual: 	   3.498043e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.029615
    setup: 0.0251996 s
    solve: 0.00441542 s
    solve(per iteration): 0.00147181 s
resid in solve_pyamgx: 7.31e-03
time solve_pyamgx: 3.39e-02
time eps: 4.10e-02

--time step:  89, iter:1, max residual:1.34e-07, u:3.04e-09, v:1.90e-09, w:1.67e-09, p:1.34e-07, k:1.07e-10, eps:3.49e-12, om:0.00e+00


monitor time step:  89, iter:1, u: 1.46e+01, v:-6.82e-03, w:-2.42e+00, p:-4.78e+00, k: 1.27e+00, eps: 1.82e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  1, umax: 3.25e+01, vismax: 8.07e+02, kmin: 2.92e-02, epsmin: 2.94e-01, ommin: 1.00e+00, fkmax: 5.09e+00

time one iteration: 1.94e-01
vismean_mean 1.7777777777777777e-18
modify_u, ustar[-2,-2],[2,2] 0.6297100783574439 0.6313669431766161
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05          0.024
           1(D)        20398            217740  0.000523        0.00566
           2(D)         2219              9681   0.00197       0.000283
         --------------------------------------------------------------
         Grid Complexity: 1.09561
         Operator Complexity: 1.13827
         Total Memory Usage: 0.0299149 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   4.157444e+00
              0             1.82349   1.150340e-01         0.0277
              1              1.8235   1.206870e-02         0.1049
              2              1.8235   2.200343e-03         0.1823
              3              1.8235   5.088559e-04         0.2313
              4              1.8235   1.180902e-04         0.2321
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1232
         Final Residual: 		   1.180902e-04
         Total Reduction in Residual: 	   2.840452e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.023109
    setup: 0.0170244 s
    solve: 0.00608461 s
    solve(per iteration): 0.00121692 s
resid in solve_pyamgx: 1.18e-04
time solve_pyamgx: 2.75e-02
time u: 3.37e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.739908e+00
              0             1.82349   6.865193e-02         0.0251
              1              1.8235   2.976302e-03         0.0434
              2              1.8235   4.745614e-04         0.1594
              3              1.8235   9.093334e-05         0.1916
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0759
         Final Residual: 		   9.093334e-05
         Total Reduction in Residual: 	   3.318846e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0219007
    setup: 0.0170244 s
    solve: 0.00487629 s
    solve(per iteration): 0.00121907 s
resid in solve_pyamgx: 9.09e-05
time solve_pyamgx: 5.31e-03
time v: 7.71e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.637357e+00
              0             1.82349   8.453317e-02         0.0232
              1              1.8235   6.627860e-03         0.0784
              2              1.8235   1.202536e-03         0.1814
              3              1.8235   2.794646e-04         0.2324
              4              1.8235   6.477227e-05         0.2318
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1122
         Final Residual: 		   6.477227e-05
         Total Reduction in Residual: 	   1.780751e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0231172
    setup: 0.0170244 s
    solve: 0.0060928 s
    solve(per iteration): 0.00121856 s
resid in solve_pyamgx: 6.48e-05
time solve_pyamgx: 6.54e-03
time w: 8.16e-03
area_out 3.2
flow_in 86.76586881112289 flow_out 86.76453612227274 area_out 3.2 flow_out_new 86.76586881112289 uinc: 0.0004164652656690748
xp.sum(su3d) 4.296563105299356e-13
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.997593e+00
              0             1.82349   1.537910e+00         0.5130
              1              1.8235   7.698253e-01         0.5006
              2              1.8235   3.792871e-01         0.4927
              3              1.8235   1.973730e-01         0.5204
              4              1.8235   1.039454e-01         0.5266
              5              1.8235   5.392702e-02         0.5188
              6              1.8235   2.883148e-02         0.5346
              7              1.8235   1.608351e-02         0.5578
              8              1.8235   9.055301e-03         0.5630
              9              1.8235   5.027208e-03         0.5552
             10              1.8235   3.408668e-03         0.6780
             11              1.8235   2.021001e-03         0.5929
             12              1.8235   1.125315e-03         0.5568
             13              1.8235   5.946543e-04         0.5284
             14              1.8235   3.100768e-04         0.5214
             15              1.8235   1.611225e-04         0.5196
             16              1.8235   8.634457e-05         0.5359
         --------------------------------------------------------------
         Total Iterations: 17
         Avg Convergence Rate: 		         0.5406
         Final Residual: 		   8.634457e-05
         Total Reduction in Residual: 	   2.880463e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.182756
    setup: 0.138297 s
    solve: 0.0444586 s
    solve(per iteration): 0.00261521 s
resid in solve_px: 8.63e-05
time p: 5.21e-02
time Smag or Wale: 4.77e-07

comm_min_pans:  -1.01e+03, pk_max: 1.18e+03, u2prim_max: 3.75e+00, v2prim_max: 1.19e+00, w2prim_max: 2.45e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5142232012670237 0.9984716682465908 0.6470660668608929
yplus, min,max,mean 26.730202563934476 51.90226711050679 33.63560219924526
uplus, min,max,mean 15.86941884161453 34.26865967695929 25.069700546373824
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        66654            693046  0.000156         0.0181
           2(D)         6484            137740   0.00328        0.00332
           3(D)          142               364    0.0181       1.24e-05
         --------------------------------------------------------------
         Grid Complexity: 1.30979
         Operator Complexity: 1.51492
         Total Memory Usage: 0.0457251 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.675663e+00
              0             1.82349   4.056044e-02         0.0110
              1              1.8235   7.069602e-03         0.1743
              2              1.8235   1.727750e-03         0.2444
              3              1.8235   4.603448e-04         0.2664
              4              1.8235   1.303245e-04         0.2831
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1288
         Final Residual: 		   1.303245e-04
         Total Reduction in Residual: 	   3.545604e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0324092
    setup: 0.0251778 s
    solve: 0.00723142 s
    solve(per iteration): 0.00144628 s
resid in solve_pyamgx: 1.30e-04
time solve_pyamgx: 3.68e-02
time k: 4.93e-02
modify_eps, ustar[-2,-2],[2,2] 0.6297254530796634 0.6313482480610251
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        66571            691567  0.000156          0.018
           2(D)         6339            130069   0.00324        0.00315
           3(D)          122               316    0.0212       1.07e-05
         --------------------------------------------------------------
         Grid Complexity: 1.30875
         Operator Complexity: 1.50922
         Total Memory Usage: 0.0455068 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.145887e+02
              0             1.82349   1.384699e+00         0.0027
              1              1.8235   2.745406e-01         0.1983
              2              1.8235   6.475768e-02         0.2359
              3              1.8235   1.692380e-02         0.2613
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0757
         Final Residual: 		   1.692380e-02
         Total Reduction in Residual: 	   3.288802e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0310738
    setup: 0.0252621 s
    solve: 0.00581171 s
    solve(per iteration): 0.00145293 s
resid in solve_pyamgx: 1.69e-02
time solve_pyamgx: 3.54e-02
time eps: 4.24e-02

--time step:  90, iter:0, max residual:2.38e-07, u:9.23e-08, v:7.10e-08, w:5.06e-08, p:2.38e-07, k:7.95e-11, eps:8.07e-12, om:0.00e+00


monitor time step:  90, iter:0, u: 1.45e+01, v:-7.46e-03, w:-2.40e+00, p:-4.42e+00, k: 1.27e+00, eps: 1.81e+02, om: 1.00e+00


-- cfl_max_x: 4.07e-01, cfl_max_y: 5.37e-01, at i= 16, j= 75


No of points cfl_x > 1:  0, No of points cfl_y > 1:  0


--time step:  1.17e-03, iter:  0, umax: 3.25e+01, vismax: 8.23e+02, kmin: 2.88e-02, epsmin: 2.92e-01, ommin: 1.00e+00, fkmax: 4.43e+00

time one iteration: 2.02e-01
time every 10th time steps: 3.97e+00
modify_u, ustar[-2,-2],[2,2] 0.6297254530796634 0.6313482480610251
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05          0.024
           1(D)        20412            217922  0.000523        0.00566
           2(D)         2212              9620   0.00197       0.000281
         --------------------------------------------------------------
         Grid Complexity: 1.09564
         Operator Complexity: 1.13835
         Total Memory Usage: 0.029918 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   8.672137e-02
              0             1.82349   2.790966e-03         0.0322
              1              1.8235   3.230104e-04         0.1157
              2              1.8235   6.184554e-05         0.1915
              3              1.8235   1.569893e-05         0.2538
              4              1.8235   4.159171e-06         0.2649
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1368
         Final Residual: 		   4.159171e-06
         Total Reduction in Residual: 	   4.796016e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.022985
    setup: 0.0169008 s
    solve: 0.00608413 s
    solve(per iteration): 0.00121683 s
resid in solve_pyamgx: 4.16e-06
time solve_pyamgx: 2.73e-02
time u: 3.17e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.491765e-02
              0             1.82349   1.787196e-03         0.0325
              1              1.8235   2.321559e-04         0.1299
              2              1.8235   3.932005e-05         0.1694
              3              1.8235   9.660329e-06         0.2457
              4              1.8235   2.508894e-06         0.2597
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1355
         Final Residual: 		   2.508894e-06
         Total Reduction in Residual: 	   4.568466e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0229747
    setup: 0.0169008 s
    solve: 0.00607386 s
    solve(per iteration): 0.00121477 s
resid in solve_pyamgx: 2.51e-06
time solve_pyamgx: 6.53e-03
time v: 8.76e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   6.812943e-02
              0             1.82349   1.977943e-03         0.0290
              1              1.8235   2.231685e-04         0.1128
              2              1.8235   3.702856e-05         0.1659
              3              1.8235   9.072031e-06         0.2450
              4              1.8235   2.188734e-06         0.2413
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1263
         Final Residual: 		   2.188734e-06
         Total Reduction in Residual: 	   3.212612e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0229486
    setup: 0.0169008 s
    solve: 0.00604774 s
    solve(per iteration): 0.00120955 s
resid in solve_pyamgx: 2.19e-06
time solve_pyamgx: 6.46e-03
time w: 8.12e-03
area_out 3.2
flow_in 86.76586881112289 flow_out 86.76453600010922 area_out 3.2 flow_out_new 86.76586881112287 uinc: 0.00041650344177135423
xp.sum(su3d) -3.5407232701345492e-12
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   8.824649e-01
              0             1.82349   5.428674e-01         0.6152
              1              1.8235   2.604740e-01         0.4798
              2              1.8235   1.253619e-01         0.4813
              3              1.8235   6.106645e-02         0.4871
              4              1.8235   3.054869e-02         0.5003
              5              1.8235   1.575667e-02         0.5158
              6              1.8235   8.400566e-03         0.5331
              7              1.8235   4.542058e-03         0.5407
              8              1.8235   2.471547e-03         0.5441
              9              1.8235   1.344849e-03         0.5441
             10              1.8235   9.047605e-04         0.6728
             11              1.8235   5.257235e-04         0.5811
             12              1.8235   2.896401e-04         0.5509
             13              1.8235   1.506859e-04         0.5203
             14              1.8235   7.789869e-05         0.5170
             15              1.8235   3.942768e-05         0.5061
         --------------------------------------------------------------
         Total Iterations: 16
         Avg Convergence Rate: 		         0.5347
         Final Residual: 		   3.942768e-05
         Total Reduction in Residual: 	   4.467904e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.1801
    setup: 0.138297 s
    solve: 0.0418031 s
    solve(per iteration): 0.00261269 s
resid in solve_px: 3.94e-05
time p: 4.96e-02
time Smag or Wale: 7.15e-07

comm_min_pans:  -1.10e+03, pk_max: 1.18e+03, u2prim_max: 3.75e+00, v2prim_max: 1.19e+00, w2prim_max: 2.45e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5109369159523185 1.0018390890818725 0.6472118092974747
yplus, min,max,mean 26.55937582580109 52.077311411937195 33.643178140669896
uplus, min,max,mean 15.865483784482572 34.312354436580776 25.063774261118024
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        66567            691801  0.000156          0.018
           2(D)         6516            138464   0.00326        0.00334
           3(D)          132               350    0.0201       1.18e-05
         --------------------------------------------------------------
         Grid Complexity: 1.30952
         Operator Complexity: 1.51459
         Total Memory Usage: 0.0457099 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.675219e+00
              0             1.82349   1.873874e-02         0.0051
              1              1.8235   1.165582e-03         0.0622
              2              1.8235   1.589449e-04         0.1364
         --------------------------------------------------------------
         Total Iterations: 3
         Avg Convergence Rate: 		         0.0351
         Final Residual: 		   1.589449e-04
         Total Reduction in Residual: 	   4.324773e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0294843
    setup: 0.0250729 s
    solve: 0.00441139 s
    solve(per iteration): 0.00147046 s
resid in solve_pyamgx: 1.59e-04
time solve_pyamgx: 3.38e-02
time k: 4.62e-02
modify_eps, ustar[-2,-2],[2,2] 0.6297319489305132 0.6313414921753853
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 5
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        66666            693342  0.000156         0.0181
           2(D)         6332            132688   0.00331         0.0032
           3(D)          113               309    0.0242       1.12e-05
           4(D)            2                 2       0.5       1.19e-07
         --------------------------------------------------------------
         Grid Complexity: 1.30909
         Operator Complexity: 1.51194
         Total Memory Usage: 0.04561 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.153413e+02
              0             1.82349   1.427651e-01         0.0007
              1              1.8235   3.357602e-02         0.2352
              2              1.8235   8.233094e-03         0.2452
         --------------------------------------------------------------
         Total Iterations: 3
         Avg Convergence Rate: 		         0.0337
         Final Residual: 		   8.233094e-03
         Total Reduction in Residual: 	   3.823277e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0307602
    setup: 0.0261822 s
    solve: 0.00457805 s
    solve(per iteration): 0.00152602 s
resid in solve_pyamgx: 8.23e-03
time solve_pyamgx: 3.51e-02
time eps: 4.22e-02

--time step:  90, iter:1, max residual:1.36e-07, u:3.25e-09, v:1.96e-09, w:1.71e-09, p:1.36e-07, k:9.70e-11, eps:3.93e-12, om:0.00e+00


monitor time step:  90, iter:1, u: 1.45e+01, v:-8.19e-03, w:-2.41e+00, p:-4.48e+00, k: 1.27e+00, eps: 1.80e+02, om: 1.00e+00


-- cfl_max_x: 4.07e-01, cfl_max_y: 5.43e-01, at i= 16, j= 75


No of points cfl_x > 1:  0, No of points cfl_y > 1:  0


--time step:  1.17e-03, iter:  1, umax: 3.25e+01, vismax: 8.25e+02, kmin: 2.88e-02, epsmin: 2.92e-01, ommin: 1.00e+00, fkmax: 4.93e+00

time one iteration: 1.95e-01
vismean_mean 1.758241758241758e-18
modify_u, ustar[-2,-2],[2,2] 0.6297319489305132 0.6313414921753853
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05          0.024
           1(D)        20376            216568  0.000522        0.00563
           2(D)         2181              9487   0.00199       0.000277
         --------------------------------------------------------------
         Grid Complexity: 1.09536
         Operator Complexity: 1.13744
         Total Memory Usage: 0.0298815 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   4.187802e+00
              0             1.82349   1.164491e-01         0.0278
              1              1.8235   1.219893e-02         0.1048
              2              1.8235   2.198800e-03         0.1802
              3              1.8235   5.205530e-04         0.2367
              4              1.8235   1.230618e-04         0.2364
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1241
         Final Residual: 		   1.230618e-04
         Total Reduction in Residual: 	   2.938577e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0232787
    setup: 0.017125 s
    solve: 0.0061537 s
    solve(per iteration): 0.00123074 s
resid in solve_pyamgx: 1.23e-04
time solve_pyamgx: 2.77e-02
time u: 3.38e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.754720e+00
              0             1.82349   6.912781e-02         0.0251
              1              1.8235   3.002677e-03         0.0434
              2              1.8235   4.862790e-04         0.1619
              3              1.8235   9.213060e-05         0.1895
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0760
         Final Residual: 		   9.213060e-05
         Total Reduction in Residual: 	   3.344464e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.021977
    setup: 0.017125 s
    solve: 0.00485206 s
    solve(per iteration): 0.00121302 s
resid in solve_pyamgx: 9.21e-05
time solve_pyamgx: 5.29e-03
time v: 7.49e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.648874e+00
              0             1.82349   8.493093e-02         0.0233
              1              1.8235   6.665398e-03         0.0785
              2              1.8235   1.198872e-03         0.1799
              3              1.8235   2.788345e-04         0.2326
              4              1.8235   6.546674e-05         0.2348
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1124
         Final Residual: 		   6.546674e-05
         Total Reduction in Residual: 	   1.794162e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0231851
    setup: 0.017125 s
    solve: 0.00606016 s
    solve(per iteration): 0.00121203 s
resid in solve_pyamgx: 6.55e-05
time solve_pyamgx: 6.57e-03
time w: 8.22e-03
area_out 3.2
flow_in 86.76586881112287 flow_out 86.76453607015334 area_out 3.2 flow_out_new 86.76586881112287 uinc: 0.0004164815529783539
xp.sum(su3d) 1.7113421790782013e-11
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.013645e+00
              0             1.82349   1.536396e+00         0.5098
              1              1.8235   7.662063e-01         0.4987
              2              1.8235   3.776730e-01         0.4929
              3              1.8235   1.959494e-01         0.5188
              4              1.8235   1.029687e-01         0.5255
              5              1.8235   5.354182e-02         0.5200
              6              1.8235   2.848628e-02         0.5320
              7              1.8235   1.582761e-02         0.5556
              8              1.8235   8.918698e-03         0.5635
              9              1.8235   4.961575e-03         0.5563
             10              1.8235   3.368839e-03         0.6790
             11              1.8235   2.001105e-03         0.5940
             12              1.8235   1.113288e-03         0.5563
             13              1.8235   5.875194e-04         0.5277
             14              1.8235   3.067225e-04         0.5221
             15              1.8235   1.597434e-04         0.5208
             16              1.8235   8.550501e-05         0.5353
         --------------------------------------------------------------
         Total Iterations: 17
         Avg Convergence Rate: 		         0.5402
         Final Residual: 		   8.550501e-05
         Total Reduction in Residual: 	   2.837262e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.182754
    setup: 0.138297 s
    solve: 0.0444572 s
    solve(per iteration): 0.00261513 s
resid in solve_px: 8.55e-05
time p: 5.24e-02
time Smag or Wale: 9.54e-07

comm_min_pans:  -1.00e+03, pk_max: 1.18e+03, u2prim_max: 3.74e+00, v2prim_max: 1.18e+00, w2prim_max: 2.44e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5112114086125221 1.0042570547779341 0.6472541731961403
yplus, min,max,mean 26.573644424323053 52.2030014093724 33.645380288667006
uplus, min,max,mean 15.811260775208245 34.34102441610234 25.072515229229158
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        66576            692666  0.000156         0.0181
           2(D)         6485            138665    0.0033        0.00334
           3(D)          162               506    0.0193       1.62e-05
         --------------------------------------------------------------
         Grid Complexity: 1.30955
         Operator Complexity: 1.51534
         Total Memory Usage: 0.0457374 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.738618e+00
              0             1.82349   4.019696e-02         0.0108
              1              1.8235   7.152057e-03         0.1779
              2              1.8235   1.774521e-03         0.2481
              3              1.8235   4.845419e-04         0.2731
              4              1.8235   1.348951e-04         0.2784
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1293
         Final Residual: 		   1.348951e-04
         Total Reduction in Residual: 	   3.608154e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0328375
    setup: 0.0255363 s
    solve: 0.00730118 s
    solve(per iteration): 0.00146024 s
resid in solve_pyamgx: 1.35e-04
time solve_pyamgx: 3.72e-02
time k: 4.99e-02
modify_eps, ustar[-2,-2],[2,2] 0.629746556038589 0.6313154110401997
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        66519            690803  0.000156          0.018
           2(D)         6291            131511   0.00332        0.00318
           3(D)          134               342     0.019       1.17e-05
         --------------------------------------------------------------
         Grid Complexity: 1.30837
         Operator Complexity: 1.50965
         Total Memory Usage: 0.0455178 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.488432e+02
              0             1.82349   1.383863e+00         0.0025
              1              1.8235   2.810681e-01         0.2031
              2              1.8235   6.734813e-02         0.2396
              3              1.8235   1.813075e-02         0.2692
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0758
         Final Residual: 		   1.813075e-02
         Total Reduction in Residual: 	   3.303447e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0311685
    setup: 0.0253481 s
    solve: 0.00582042 s
    solve(per iteration): 0.0014551 s
resid in solve_pyamgx: 1.81e-02
time solve_pyamgx: 3.55e-02
time eps: 4.26e-02

--time step:  91, iter:0, max residual:2.38e-07, u:9.61e-08, v:7.20e-08, w:5.11e-08, p:2.38e-07, k:8.23e-11, eps:8.65e-12, om:0.00e+00


monitor time step:  91, iter:0, u: 1.45e+01, v:-1.10e-02, w:-2.38e+00, p:-4.03e+00, k: 1.26e+00, eps: 1.79e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  0, umax: 3.25e+01, vismax: 8.24e+02, kmin: 2.84e-02, epsmin: 2.90e-01, ommin: 1.00e+00, fkmax: 4.58e+00

time one iteration: 2.03e-01
modify_u, ustar[-2,-2],[2,2] 0.629746556038589 0.6313154110401997
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05          0.024
           1(D)        20339            216193  0.000523        0.00562
           2(D)         2189              9623   0.00201        0.00028
         --------------------------------------------------------------
         Grid Complexity: 1.09524
         Operator Complexity: 1.1373
         Total Memory Usage: 0.0298746 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   8.661062e-02
              0             1.82349   2.817125e-03         0.0325
              1              1.8235   3.289370e-04         0.1168
              2              1.8235   6.220838e-05         0.1891
              3              1.8235   1.604960e-05         0.2580
              4              1.8235   4.371183e-06         0.2724
              5              1.8235   1.152236e-06         0.2636
         --------------------------------------------------------------
         Total Iterations: 6
         Avg Convergence Rate: 		         0.1539
         Final Residual: 		   1.152236e-06
         Total Reduction in Residual: 	   1.330364e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.024348
    setup: 0.0170102 s
    solve: 0.00733782 s
    solve(per iteration): 0.00122297 s
resid in solve_pyamgx: 1.15e-06
time solve_pyamgx: 2.88e-02
time u: 3.34e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.567069e-02
              0             1.82349   1.792696e-03         0.0322
              1              1.8235   2.252805e-04         0.1257
              2              1.8235   3.833201e-05         0.1702
              3              1.8235   9.405706e-06         0.2454
              4              1.8235   2.454403e-06         0.2609
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1345
         Final Residual: 		   2.454403e-06
         Total Reduction in Residual: 	   4.408788e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0230927
    setup: 0.0170102 s
    solve: 0.00608256 s
    solve(per iteration): 0.00121651 s
resid in solve_pyamgx: 2.45e-06
time solve_pyamgx: 6.54e-03
time v: 8.91e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   6.757213e-02
              0             1.82349   1.980305e-03         0.0293
              1              1.8235   2.258793e-04         0.1141
              2              1.8235   3.752033e-05         0.1661
              3              1.8235   9.200687e-06         0.2452
              4              1.8235   2.258953e-06         0.2455
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1273
         Final Residual: 		   2.258953e-06
         Total Reduction in Residual: 	   3.343024e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0230685
    setup: 0.0170102 s
    solve: 0.0060583 s
    solve(per iteration): 0.00121166 s
resid in solve_pyamgx: 2.26e-06
time solve_pyamgx: 6.59e-03
time w: 8.23e-03
area_out 3.2
flow_in 86.76586881112287 flow_out 86.76453594991229 area_out 3.2 flow_out_new 86.76586881112287 uinc: 0.0004165191283078684
xp.sum(su3d) -4.4941828036826337e-13
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   8.843790e-01
              0             1.82349   5.455966e-01         0.6169
              1              1.8235   2.624328e-01         0.4810
              2              1.8235   1.266333e-01         0.4825
              3              1.8235   6.133967e-02         0.4844
              4              1.8235   3.057821e-02         0.4985
              5              1.8235   1.584856e-02         0.5183
              6              1.8235   8.432357e-03         0.5321
              7              1.8235   4.541713e-03         0.5386
              8              1.8235   2.468887e-03         0.5436
              9              1.8235   1.340580e-03         0.5430
             10              1.8235   9.007381e-04         0.6719
             11              1.8235   5.240582e-04         0.5818
             12              1.8235   2.881871e-04         0.5499
             13              1.8235   1.500515e-04         0.5207
             14              1.8235   7.793167e-05         0.5194
             15              1.8235   3.954000e-05         0.5074
         --------------------------------------------------------------
         Total Iterations: 16
         Avg Convergence Rate: 		         0.5347
         Final Residual: 		   3.954000e-05
         Total Reduction in Residual: 	   4.470934e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.180084
    setup: 0.138297 s
    solve: 0.0417874 s
    solve(per iteration): 0.00261171 s
resid in solve_px: 3.95e-05
time p: 4.97e-02
time Smag or Wale: 4.77e-07

comm_min_pans:  -1.10e+03, pk_max: 1.19e+03, u2prim_max: 3.74e+00, v2prim_max: 1.18e+00, w2prim_max: 2.44e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.508433724232872 0.9910288509516115 0.6474210533099627
yplus, min,max,mean 26.429255633728268 51.51537672234276 33.654055002751015
uplus, min,max,mean 15.80398311506204 34.37184416504278 25.065675087254505
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        66562            691674  0.000156          0.018
           2(D)         6516            139788   0.00329        0.00337
           3(D)          122               376    0.0253       1.21e-05
         --------------------------------------------------------------
         Grid Complexity: 1.30946
         Operator Complexity: 1.51534
         Total Memory Usage: 0.0457365 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.647696e+00
              0             1.82349   1.962047e-02         0.0054
              1              1.8235   1.209557e-03         0.0616
              2              1.8235   1.708069e-04         0.1412
         --------------------------------------------------------------
         Total Iterations: 3
         Avg Convergence Rate: 		         0.0360
         Final Residual: 		   1.708069e-04
         Total Reduction in Residual: 	   4.682597e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0296897
    setup: 0.0252303 s
    solve: 0.00445942 s
    solve(per iteration): 0.00148647 s
resid in solve_pyamgx: 1.71e-04
time solve_pyamgx: 3.42e-02
time k: 4.69e-02
modify_eps, ustar[-2,-2],[2,2] 0.6297527221984878 0.6313064568057571
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        66511            690997  0.000156          0.018
           2(D)         6321            130583   0.00327        0.00316
           3(D)          114               310    0.0239       1.03e-05
         --------------------------------------------------------------
         Grid Complexity: 1.30838
         Operator Complexity: 1.50918
         Total Memory Usage: 0.0455009 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   1.924819e+02
              0             1.82349   1.363559e-01         0.0007
              1              1.8235   3.256707e-02         0.2388
              2              1.8235   8.034481e-03         0.2467
         --------------------------------------------------------------
         Total Iterations: 3
         Avg Convergence Rate: 		         0.0347
         Final Residual: 		   8.034481e-03
         Total Reduction in Residual: 	   4.174148e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0297922
    setup: 0.0253773 s
    solve: 0.00441488 s
    solve(per iteration): 0.00147163 s
resid in solve_pyamgx: 8.03e-03
time solve_pyamgx: 3.42e-02
time eps: 4.12e-02

--time step:  91, iter:1, max residual:1.37e-07, u:9.00e-10, v:1.92e-09, w:1.76e-09, p:1.37e-07, k:1.04e-10, eps:3.83e-12, om:0.00e+00


monitor time step:  91, iter:1, u: 1.45e+01, v:-1.11e-02, w:-2.39e+00, p:-4.09e+00, k: 1.26e+00, eps: 1.79e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  1, umax: 3.25e+01, vismax: 8.31e+02, kmin: 2.84e-02, epsmin: 2.90e-01, ommin: 1.00e+00, fkmax: 4.96e+00

time one iteration: 1.96e-01
vismean_mean 1.7391304347826087e-18
modify_u, ustar[-2,-2],[2,2] 0.6297527221984878 0.6313064568057571
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05          0.024
           1(D)        20407            217361  0.000522        0.00565
           2(D)         2203              9905   0.00204       0.000287
         --------------------------------------------------------------
         Grid Complexity: 1.09558
         Operator Complexity: 1.13818
         Total Memory Usage: 0.0299112 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   4.218065e+00
              0             1.82349   1.176113e-01         0.0279
              1              1.8235   1.210167e-02         0.1029
              2              1.8235   2.217484e-03         0.1832
              3              1.8235   5.253584e-04         0.2369
              4              1.8235   1.236771e-04         0.2354
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1240
         Final Residual: 		   1.236771e-04
         Total Reduction in Residual: 	   2.932081e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0232263
    setup: 0.0171429 s
    solve: 0.00608339 s
    solve(per iteration): 0.00121668 s
resid in solve_pyamgx: 1.24e-04
time solve_pyamgx: 2.77e-02
time u: 3.38e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.769483e+00
              0             1.82349   6.961896e-02         0.0251
              1              1.8235   3.032846e-03         0.0436
              2              1.8235   4.821482e-04         0.1590
              3              1.8235   8.919433e-05         0.1850
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0753
         Final Residual: 		   8.919433e-05
         Total Reduction in Residual: 	   3.220613e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.021977
    setup: 0.0171429 s
    solve: 0.00483402 s
    solve(per iteration): 0.0012085 s
resid in solve_pyamgx: 8.92e-05
time solve_pyamgx: 5.31e-03
time v: 7.60e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.660799e+00
              0             1.82349   8.533858e-02         0.0233
              1              1.8235   6.607629e-03         0.0774
              2              1.8235   1.201389e-03         0.1818
              3              1.8235   2.789432e-04         0.2322
              4              1.8235   6.428076e-05         0.2304
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1119
         Final Residual: 		   6.428076e-05
         Total Reduction in Residual: 	   1.755921e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0232079
    setup: 0.0171429 s
    solve: 0.00606493 s
    solve(per iteration): 0.00121299 s
resid in solve_pyamgx: 6.43e-05
time solve_pyamgx: 6.60e-03
time w: 8.35e-03
area_out 3.2
flow_in 86.7658688111229 flow_out 86.76453601942814 area_out 3.2 flow_out_new 86.76586881112291 uinc: 0.0004164974046139136
xp.sum(su3d) -1.3258061315468694e-11
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.016991e+00
              0             1.82349   1.530656e+00         0.5073
              1              1.8235   7.604053e-01         0.4968
              2              1.8235   3.742529e-01         0.4922
              3              1.8235   1.935055e-01         0.5170
              4              1.8235   1.016087e-01         0.5251
              5              1.8235   5.289241e-02         0.5205
              6              1.8235   2.800566e-02         0.5295
              7              1.8235   1.549121e-02         0.5531
              8              1.8235   8.722014e-03         0.5630
              9              1.8235   4.860720e-03         0.5573
             10              1.8235   3.305904e-03         0.6801
             11              1.8235   1.966149e-03         0.5947
             12              1.8235   1.092255e-03         0.5555
             13              1.8235   5.764887e-04         0.5278
             14              1.8235   3.013539e-04         0.5227
             15              1.8235   1.574088e-04         0.5223
             16              1.8235   8.405484e-05         0.5340
         --------------------------------------------------------------
         Total Iterations: 17
         Avg Convergence Rate: 		         0.5396
         Final Residual: 		   8.405484e-05
         Total Reduction in Residual: 	   2.786049e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.182818
    setup: 0.138297 s
    solve: 0.0445215 s
    solve(per iteration): 0.00261891 s
resid in solve_px: 8.41e-05
time p: 5.24e-02
time Smag or Wale: 4.77e-07

comm_min_pans:  -1.02e+03, pk_max: 1.19e+03, u2prim_max: 3.74e+00, v2prim_max: 1.18e+00, w2prim_max: 2.43e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5084277005730055 0.982479104580051 0.6474748764303543
yplus, min,max,mean 26.428942513573414 51.070946265259195 33.656852820716345
uplus, min,max,mean 15.75209309077555 33.97167001318411 25.073365412957997
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        66588            692574  0.000156         0.0181
           2(D)         6564            138308   0.00321        0.00334
           3(D)          158               418    0.0167       1.41e-05
         --------------------------------------------------------------
         Grid Complexity: 1.30992
         Operator Complexity: 1.51501
         Total Memory Usage: 0.0457299 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.988539e+00
              0             1.82349   4.140687e-02         0.0104
              1              1.8235   7.249015e-03         0.1751
              2              1.8235   1.797198e-03         0.2479
              3              1.8235   5.023492e-04         0.2795
              4              1.8235   1.438513e-04         0.2864
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1292
         Final Residual: 		   1.438513e-04
         Total Reduction in Residual: 	   3.606617e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0326308
    setup: 0.0253993 s
    solve: 0.00723146 s
    solve(per iteration): 0.00144629 s
resid in solve_pyamgx: 1.44e-04
time solve_pyamgx: 3.71e-02
time k: 4.97e-02
modify_eps, ustar[-2,-2],[2,2] 0.6297665961302965 0.6312776016910185
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        66564            692094  0.000156          0.018
           2(D)         6316            129874   0.00326        0.00314
           3(D)           99               211    0.0215       7.68e-06
         --------------------------------------------------------------
         Grid Complexity: 1.30852
         Operator Complexity: 1.50936
         Total Memory Usage: 0.0455092 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.909463e+02
              0             1.82349   1.400666e+00         0.0024
              1              1.8235   2.849741e-01         0.2035
              2              1.8235   6.980649e-02         0.2450
              3              1.8235   1.877354e-02         0.2689
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0751
         Final Residual: 		   1.877354e-02
         Total Reduction in Residual: 	   3.176860e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0311337
    setup: 0.0253338 s
    solve: 0.00579994 s
    solve(per iteration): 0.00144998 s
resid in solve_pyamgx: 1.88e-02
time solve_pyamgx: 3.54e-02
time eps: 4.24e-02

--time step:  92, iter:0, max residual:2.37e-07, u:9.66e-08, v:6.97e-08, w:5.02e-08, p:2.37e-07, k:8.78e-11, eps:8.95e-12, om:0.00e+00


monitor time step:  92, iter:0, u: 1.44e+01, v:-1.60e-02, w:-2.34e+00, p:-3.56e+00, k: 1.26e+00, eps: 1.78e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  0, umax: 3.26e+01, vismax: 8.25e+02, kmin: 2.80e-02, epsmin: 2.88e-01, ommin: 1.00e+00, fkmax: 4.69e+00

time one iteration: 2.02e-01
modify_u, ustar[-2,-2],[2,2] 0.6297665961302965 0.6312776016910185
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05          0.024
           1(D)        20390            217054  0.000522        0.00564
           2(D)         2185              9745   0.00204       0.000283
         --------------------------------------------------------------
         Grid Complexity: 1.09544
         Operator Complexity: 1.13789
         Total Memory Usage: 0.029899 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   8.662558e-02
              0             1.82349   2.826526e-03         0.0326
              1              1.8235   3.308938e-04         0.1171
              2              1.8235   6.246629e-05         0.1888
              3              1.8235   1.578714e-05         0.2527
              4              1.8235   4.301706e-06         0.2725
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1378
         Final Residual: 		   4.301706e-06
         Total Reduction in Residual: 	   4.965862e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.023118
    setup: 0.0170356 s
    solve: 0.00608243 s
    solve(per iteration): 0.00121649 s
resid in solve_pyamgx: 4.30e-06
time solve_pyamgx: 2.75e-02
time u: 3.20e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.584442e-02
              0             1.82349   1.780290e-03         0.0319
              1              1.8235   2.196073e-04         0.1234
              2              1.8235   3.706082e-05         0.1688
              3              1.8235   9.044560e-06         0.2440
              4              1.8235   2.315724e-06         0.2560
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1329
         Final Residual: 		   2.315724e-06
         Total Reduction in Residual: 	   4.146742e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0231099
    setup: 0.0170356 s
    solve: 0.00607437 s
    solve(per iteration): 0.00121487 s
resid in solve_pyamgx: 2.32e-06
time solve_pyamgx: 6.48e-03
time v: 8.72e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   6.721947e-02
              0             1.82349   1.990110e-03         0.0296
              1              1.8235   2.293491e-04         0.1152
              2              1.8235   3.812811e-05         0.1662
              3              1.8235   9.341534e-06         0.2450
              4              1.8235   2.237084e-06         0.2395
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1272
         Final Residual: 		   2.237084e-06
         Total Reduction in Residual: 	   3.328030e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0230911
    setup: 0.0170356 s
    solve: 0.00605552 s
    solve(per iteration): 0.0012111 s
resid in solve_pyamgx: 2.24e-06
time solve_pyamgx: 6.52e-03
time w: 8.21e-03
area_out 3.2
flow_in 86.7658688111229 flow_out 86.7645359027259 area_out 3.2 flow_out_new 86.76586881112289 uinc: 0.000416533874063596
xp.sum(su3d) 1.155742168634788e-12
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   8.967195e-01
              0             1.82349   5.492648e-01         0.6125
              1              1.8235   2.644202e-01         0.4814
              2              1.8235   1.272737e-01         0.4813
              3              1.8235   6.142387e-02         0.4826
              4              1.8235   3.059833e-02         0.4982
              5              1.8235   1.590559e-02         0.5198
              6              1.8235   8.449883e-03         0.5313
              7              1.8235   4.539477e-03         0.5372
              8              1.8235   2.466926e-03         0.5434
              9              1.8235   1.339802e-03         0.5431
             10              1.8235   9.006031e-04         0.6722
             11              1.8235   5.248100e-04         0.5827
             12              1.8235   2.875624e-04         0.5479
             13              1.8235   1.497545e-04         0.5208
             14              1.8235   7.798591e-05         0.5208
             15              1.8235   3.970766e-05         0.5092
         --------------------------------------------------------------
         Total Iterations: 16
         Avg Convergence Rate: 		         0.5344
         Final Residual: 		   3.970766e-05
         Total Reduction in Residual: 	   4.428103e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.180075
    setup: 0.138297 s
    solve: 0.0417782 s
    solve(per iteration): 0.00261114 s
resid in solve_px: 3.97e-05
time p: 4.94e-02
time Smag or Wale: 7.15e-07

comm_min_pans:  -1.09e+03, pk_max: 1.19e+03, u2prim_max: 3.74e+00, v2prim_max: 1.18e+00, w2prim_max: 2.43e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5060713293776623 0.9740668283198788 0.647681316623542
yplus, min,max,mean 26.306454303760734 50.63366173997109 33.66758393546894
uplus, min,max,mean 15.741090509427575 33.991671681604714 25.06463707905313
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        66562            692674  0.000156         0.0181
           2(D)         6495            139411    0.0033        0.00336
           3(D)          142               400    0.0198       1.32e-05
         --------------------------------------------------------------
         Grid Complexity: 1.30945
         Operator Complexity: 1.51574
         Total Memory Usage: 0.0457508 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.649925e+00
              0             1.82349   2.038230e-02         0.0056
              1              1.8235   1.361874e-03         0.0668
              2              1.8235   1.688338e-04         0.1240
         --------------------------------------------------------------
         Total Iterations: 3
         Avg Convergence Rate: 		         0.0359
         Final Residual: 		   1.688338e-04
         Total Reduction in Residual: 	   4.625678e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0297169
    setup: 0.0252728 s
    solve: 0.00444416 s
    solve(per iteration): 0.00148139 s
resid in solve_pyamgx: 1.69e-04
time solve_pyamgx: 3.40e-02
time k: 4.64e-02
modify_eps, ustar[-2,-2],[2,2] 0.6297724466158184 0.6312681119208987
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        66387            690341  0.000157          0.018
           2(D)         6265            131431   0.00335        0.00317
           3(D)          120               384    0.0267       1.22e-05
         --------------------------------------------------------------
         Grid Complexity: 1.30765
         Operator Complexity: 1.50934
         Total Memory Usage: 0.0454978 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.053677e+02
              0             1.82349   1.396977e-01         0.0007
              1              1.8235   3.412366e-02         0.2443
              2              1.8235   8.555423e-03         0.2507
         --------------------------------------------------------------
         Total Iterations: 3
         Avg Convergence Rate: 		         0.0347
         Final Residual: 		   8.555423e-03
         Total Reduction in Residual: 	   4.165905e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0297448
    setup: 0.0253244 s
    solve: 0.00442038 s
    solve(per iteration): 0.00147346 s
resid in solve_pyamgx: 8.56e-03
time solve_pyamgx: 3.41e-02
time eps: 4.11e-02

--time step:  92, iter:1, max residual:1.38e-07, u:3.36e-09, v:1.81e-09, w:1.75e-09, p:1.38e-07, k:1.03e-10, eps:4.08e-12, om:0.00e+00


monitor time step:  92, iter:1, u: 1.44e+01, v:-1.54e-02, w:-2.35e+00, p:-3.59e+00, k: 1.25e+00, eps: 1.78e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  1, umax: 3.26e+01, vismax: 8.26e+02, kmin: 2.80e-02, epsmin: 2.88e-01, ommin: 1.00e+00, fkmax: 5.05e+00

time one iteration: 1.94e-01
vismean_mean 1.7204301075268816e-18
modify_u, ustar[-2,-2],[2,2] 0.6297724466158184 0.6312681119208987
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05          0.024
           1(D)        20343            216141  0.000522        0.00562
           2(D)         2177              9565   0.00202       0.000279
         --------------------------------------------------------------
         Grid Complexity: 1.0952
         Operator Complexity: 1.13723
         Total Memory Usage: 0.0298718 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   4.248226e+00
              0             1.82349   1.188382e-01         0.0280
              1              1.8235   1.228056e-02         0.1033
              2              1.8235   2.232443e-03         0.1818
              3              1.8235   5.400362e-04         0.2419
              4              1.8235   1.317164e-04         0.2439
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1254
         Final Residual: 		   1.317164e-04
         Total Reduction in Residual: 	   3.100505e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0230408
    setup: 0.0169706 s
    solve: 0.00607018 s
    solve(per iteration): 0.00121404 s
resid in solve_pyamgx: 1.32e-04
time solve_pyamgx: 2.73e-02
time u: 3.34e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.784297e+00
              0             1.82349   7.007183e-02         0.0252
              1              1.8235   3.020372e-03         0.0431
              2              1.8235   4.852395e-04         0.1607
              3              1.8235   8.895100e-05         0.1833
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0752
         Final Residual: 		   8.895100e-05
         Total Reduction in Residual: 	   3.194738e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0218162
    setup: 0.0169706 s
    solve: 0.00484557 s
    solve(per iteration): 0.00121139 s
resid in solve_pyamgx: 8.90e-05
time solve_pyamgx: 5.28e-03
time v: 7.48e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.673549e+00
              0             1.82349   8.593468e-02         0.0234
              1              1.8235   6.706333e-03         0.0780
              2              1.8235   1.211870e-03         0.1807
              3              1.8235   2.866750e-04         0.2366
              4              1.8235   6.922558e-05         0.2415
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1135
         Final Residual: 		   6.922558e-05
         Total Reduction in Residual: 	   1.884433e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0229962
    setup: 0.0169706 s
    solve: 0.00602557 s
    solve(per iteration): 0.00120511 s
resid in solve_pyamgx: 6.92e-05
time solve_pyamgx: 6.44e-03
time w: 8.12e-03
area_out 3.2
flow_in 86.76586881112289 flow_out 86.76453597301389 area_out 3.2 flow_out_new 86.76586881112291 uinc: 0.00041651190906044633
xp.sum(su3d) -1.6655565815426598e-12
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.033939e+00
              0             1.82349   1.527088e+00         0.5033
              1              1.8235   7.543171e-01         0.4940
              2              1.8235   3.696572e-01         0.4901
              3              1.8235   1.905792e-01         0.5156
              4              1.8235   1.000030e-01         0.5247
              5              1.8235   5.204089e-02         0.5204
              6              1.8235   2.739652e-02         0.5264
              7              1.8235   1.506365e-02         0.5498
              8              1.8235   8.473072e-03         0.5625
              9              1.8235   4.730979e-03         0.5584
             10              1.8235   3.225069e-03         0.6817
             11              1.8235   1.917827e-03         0.5947
             12              1.8235   1.062197e-03         0.5539
             13              1.8235   5.606520e-04         0.5278
             14              1.8235   2.931332e-04         0.5228
             15              1.8235   1.538138e-04         0.5247
             16              1.8235   8.189992e-05         0.5325
         --------------------------------------------------------------
         Total Iterations: 17
         Avg Convergence Rate: 		         0.5386
         Final Residual: 		   8.189992e-05
         Total Reduction in Residual: 	   2.699458e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.182805
    setup: 0.138297 s
    solve: 0.0445076 s
    solve(per iteration): 0.0026181 s
resid in solve_px: 8.19e-05
time p: 5.23e-02
time Smag or Wale: 4.77e-07

comm_min_pans:  -1.03e+03, pk_max: 1.19e+03, u2prim_max: 3.74e+00, v2prim_max: 1.17e+00, w2prim_max: 2.42e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5059006330412483 0.9679377086321472 0.6477359543805417
yplus, min,max,mean 26.29758121589145 50.31505960302358 33.670424099640144
uplus, min,max,mean 15.691696297109704 33.887910589320946 25.071741568810946
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        66603            693039  0.000156         0.0181
           2(D)         6548            137646   0.00321        0.00332
           3(D)          163               455    0.0171        1.5e-05
         --------------------------------------------------------------
         Grid Complexity: 1.30994
         Operator Complexity: 1.51491
         Total Memory Usage: 0.0457265 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   4.331665e+00
              0             1.82349   4.035073e-02         0.0093
              1              1.8235   7.150407e-03         0.1772
              2              1.8235   1.821341e-03         0.2547
              3              1.8235   4.976512e-04         0.2732
              4              1.8235   1.373429e-04         0.2760
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1260
         Final Residual: 		   1.373429e-04
         Total Reduction in Residual: 	   3.170673e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0326177
    setup: 0.0253721 s
    solve: 0.00724566 s
    solve(per iteration): 0.00144913 s
resid in solve_pyamgx: 1.37e-04
time solve_pyamgx: 3.69e-02
time k: 4.94e-02
modify_eps, ustar[-2,-2],[2,2] 0.6297856186205585 0.6312399413914657
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        66659            694009  0.000156         0.0181
           2(D)         6392            133094   0.00326        0.00321
           3(D)          102               224    0.0215       8.06e-06
         --------------------------------------------------------------
         Grid Complexity: 1.30926
         Operator Complexity: 1.51255
         Total Memory Usage: 0.0456334 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   6.456755e+02
              0             1.82349   1.408876e+00         0.0022
              1              1.8235   2.974520e-01         0.2111
              2              1.8235   7.222950e-02         0.2428
              3              1.8235   1.897091e-02         0.2626
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0736
         Final Residual: 		   1.897091e-02
         Total Reduction in Residual: 	   2.938149e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0311617
    setup: 0.0253665 s
    solve: 0.00579523 s
    solve(per iteration): 0.00144881 s
resid in solve_pyamgx: 1.90e-02
time solve_pyamgx: 3.55e-02
time eps: 4.26e-02

--time step:  93, iter:0, max residual:2.34e-07, u:1.03e-07, v:6.95e-08, w:5.41e-08, p:2.34e-07, k:8.38e-11, eps:9.05e-12, om:0.00e+00


monitor time step:  93, iter:0, u: 1.43e+01, v:-2.23e-02, w:-2.28e+00, p:-2.99e+00, k: 1.25e+00, eps: 1.77e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  0, umax: 3.26e+01, vismax: 8.41e+02, kmin: 2.77e-02, epsmin: 2.87e-01, ommin: 1.00e+00, fkmax: 4.78e+00

time one iteration: 2.02e-01
modify_u, ustar[-2,-2],[2,2] 0.6297856186205585 0.6312399413914657
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05          0.024
           1(D)        20423            217275  0.000521        0.00565
           2(D)         2193              9671   0.00201       0.000282
         --------------------------------------------------------------
         Grid Complexity: 1.09561
         Operator Complexity: 1.13798
         Total Memory Usage: 0.0299044 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   8.657877e-02
              0             1.82349   2.828363e-03         0.0327
              1              1.8235   3.253472e-04         0.1150
              2              1.8235   5.878247e-05         0.1807
              3              1.8235   1.479402e-05         0.2517
              4              1.8235   3.832115e-06         0.2590
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1346
         Final Residual: 		   3.832115e-06
         Total Reduction in Residual: 	   4.426160e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0224123
    setup: 0.0163535 s
    solve: 0.00605885 s
    solve(per iteration): 0.00121177 s
resid in solve_pyamgx: 3.83e-06
time solve_pyamgx: 2.68e-02
time u: 3.14e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.598463e-02
              0             1.82349   1.766275e-03         0.0315
              1              1.8235   2.116801e-04         0.1198
              2              1.8235   3.634916e-05         0.1717
              3              1.8235   9.190618e-06         0.2528
              4              1.8235   2.487981e-06         0.2707
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1348
         Final Residual: 		   2.487981e-06
         Total Reduction in Residual: 	   4.444043e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0224298
    setup: 0.0163535 s
    solve: 0.00607632 s
    solve(per iteration): 0.00121526 s
resid in solve_pyamgx: 2.49e-06
time solve_pyamgx: 6.50e-03
time v: 8.84e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   6.649811e-02
              0             1.82349   1.986916e-03         0.0299
              1              1.8235   2.294725e-04         0.1155
              2              1.8235   3.794302e-05         0.1653
              3              1.8235   9.211164e-06         0.2428
              4              1.8235   2.268308e-06         0.2463
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1278
         Final Residual: 		   2.268308e-06
         Total Reduction in Residual: 	   3.411086e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0224416
    setup: 0.0163535 s
    solve: 0.00608816 s
    solve(per iteration): 0.00121763 s
resid in solve_pyamgx: 2.27e-06
time solve_pyamgx: 6.58e-03
time w: 8.17e-03
area_out 3.2
flow_in 86.76586881112289 flow_out 86.76453585962301 area_out 3.2 flow_out_new 86.76586881112289 uinc: 0.0004165473437112155
xp.sum(su3d) 9.070522111187529e-12
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   8.982056e-01
              0             1.82349   5.518184e-01         0.6144
              1              1.8235   2.643440e-01         0.4790
              2              1.8235   1.271713e-01         0.4811
              3              1.8235   6.134158e-02         0.4824
              4              1.8235   3.054564e-02         0.4980
              5              1.8235   1.588837e-02         0.5202
              6              1.8235   8.429034e-03         0.5305
              7              1.8235   4.520819e-03         0.5363
              8              1.8235   2.454167e-03         0.5429
              9              1.8235   1.335293e-03         0.5441
             10              1.8235   8.987374e-04         0.6731
             11              1.8235   5.252195e-04         0.5844
             12              1.8235   2.864077e-04         0.5453
             13              1.8235   1.491306e-04         0.5207
             14              1.8235   7.788071e-05         0.5222
             15              1.8235   3.970132e-05         0.5098
         --------------------------------------------------------------
         Total Iterations: 16
         Avg Convergence Rate: 		         0.5344
         Final Residual: 		   3.970132e-05
         Total Reduction in Residual: 	   4.420071e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.180054
    setup: 0.138297 s
    solve: 0.0417565 s
    solve(per iteration): 0.00260978 s
resid in solve_px: 3.97e-05
time p: 4.94e-02
time Smag or Wale: 7.15e-07

comm_min_pans:  -1.09e+03, pk_max: 1.19e+03, u2prim_max: 3.74e+00, v2prim_max: 1.17e+00, w2prim_max: 2.42e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.503910362626481 0.9676334225953562 0.6480133341126357
yplus, min,max,mean 26.19412355156854 50.29924229376806 33.68484277310283
uplus, min,max,mean 15.679503316365354 33.943300309559945 25.060254488533445
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        66505            691781  0.000156          0.018
           2(D)         6464            136982   0.00328         0.0033
           3(D)          141               427    0.0215       1.38e-05
         --------------------------------------------------------------
         Grid Complexity: 1.30908
         Operator Complexity: 1.5137
         Total Memory Usage: 0.0456725 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.594384e+00
              0             1.82349   2.064878e-02         0.0057
              1              1.8235   1.398423e-03         0.0677
              2              1.8235   1.704873e-04         0.1219
         --------------------------------------------------------------
         Total Iterations: 3
         Avg Convergence Rate: 		         0.0362
         Final Residual: 		   1.704873e-04
         Total Reduction in Residual: 	   4.743158e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0296704
    setup: 0.0252516 s
    solve: 0.00441885 s
    solve(per iteration): 0.00147295 s
resid in solve_pyamgx: 1.70e-04
time solve_pyamgx: 3.40e-02
time k: 4.67e-02
modify_eps, ustar[-2,-2],[2,2] 0.6297911663858425 0.6312310340251968
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        66616            692024  0.000156          0.018
           2(D)         6413            134119   0.00326        0.00324
           3(D)          114               320    0.0246       1.06e-05
         --------------------------------------------------------------
         Grid Complexity: 1.30922
         Operator Complexity: 1.51201
         Total Memory Usage: 0.0456134 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.045392e+02
              0             1.82349   1.377703e-01         0.0007
              1              1.8235   3.158002e-02         0.2292
              2              1.8235   7.759120e-03         0.2457
         --------------------------------------------------------------
         Total Iterations: 3
         Avg Convergence Rate: 		         0.0336
         Final Residual: 		   7.759120e-03
         Total Reduction in Residual: 	   3.793463e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0295107
    setup: 0.0251057 s
    solve: 0.00440496 s
    solve(per iteration): 0.00146832 s
resid in solve_pyamgx: 7.76e-03
time solve_pyamgx: 3.39e-02
time eps: 4.09e-02

--time step:  93, iter:1, max residual:1.39e-07, u:2.99e-09, v:1.94e-09, w:1.77e-09, p:1.39e-07, k:1.04e-10, eps:3.70e-12, om:0.00e+00


monitor time step:  93, iter:1, u: 1.43e+01, v:-2.11e-02, w:-2.29e+00, p:-3.00e+00, k: 1.25e+00, eps: 1.77e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  1, umax: 3.27e+01, vismax: 8.46e+02, kmin: 2.77e-02, epsmin: 2.87e-01, ommin: 1.00e+00, fkmax: 5.12e+00

time one iteration: 1.93e-01
vismean_mean 1.7021276595744679e-18
modify_u, ustar[-2,-2],[2,2] 0.6297911663858425 0.6312310340251968
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05          0.024
           1(D)        20342            215950  0.000522        0.00562
           2(D)         2195              9717   0.00202       0.000283
         --------------------------------------------------------------
         Grid Complexity: 1.09528
         Operator Complexity: 1.13721
         Total Memory Usage: 0.0298717 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   4.278246e+00
              0             1.82349   1.200865e-01         0.0281
              1              1.8235   1.226402e-02         0.1021
              2              1.8235   2.193981e-03         0.1789
              3              1.8235   5.242266e-04         0.2389
              4              1.8235   1.266638e-04         0.2416
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1242
         Final Residual: 		   1.266638e-04
         Total Reduction in Residual: 	   2.960648e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0230598
    setup: 0.0170022 s
    solve: 0.0060576 s
    solve(per iteration): 0.00121152 s
resid in solve_pyamgx: 1.27e-04
time solve_pyamgx: 2.75e-02
time u: 3.35e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.799089e+00
              0             1.82349   7.056223e-02         0.0252
              1              1.8235   3.044855e-03         0.0432
              2              1.8235   4.853997e-04         0.1594
              3              1.8235   8.855574e-05         0.1824
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0750
         Final Residual: 		   8.855574e-05
         Total Reduction in Residual: 	   3.163734e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0218828
    setup: 0.0170022 s
    solve: 0.00488054 s
    solve(per iteration): 0.00122014 s
resid in solve_pyamgx: 8.86e-05
time solve_pyamgx: 5.32e-03
time v: 7.49e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.687161e+00
              0             1.82349   8.642312e-02         0.0234
              1              1.8235   6.705338e-03         0.0776
              2              1.8235   1.211260e-03         0.1806
              3              1.8235   2.833182e-04         0.2339
              4              1.8235   6.747739e-05         0.2382
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1128
         Final Residual: 		   6.747739e-05
         Total Reduction in Residual: 	   1.830064e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0230518
    setup: 0.0170022 s
    solve: 0.00604957 s
    solve(per iteration): 0.00120991 s
resid in solve_pyamgx: 6.75e-05
time solve_pyamgx: 6.50e-03
time w: 8.11e-03
area_out 3.2
flow_in 86.76586881112289 flow_out 86.7645359271111 area_out 3.2 flow_out_new 86.7658688111229 uinc: 0.0004165262536837133
xp.sum(su3d) -7.424505454878272e-12
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.042157e+00
              0             1.82349   1.520053e+00         0.4997
              1              1.8235   7.465429e-01         0.4911
              2              1.8235   3.648944e-01         0.4888
              3              1.8235   1.876830e-01         0.5143
              4              1.8235   9.828760e-02         0.5237
              5              1.8235   5.105110e-02         0.5194
              6              1.8235   2.673914e-02         0.5238
              7              1.8235   1.460365e-02         0.5462
              8              1.8235   8.199828e-03         0.5615
              9              1.8235   4.583969e-03         0.5590
             10              1.8235   3.131510e-03         0.6831
             11              1.8235   1.862654e-03         0.5948
             12              1.8235   1.028061e-03         0.5519
             13              1.8235   5.426602e-04         0.5278
             14              1.8235   2.841400e-04         0.5236
             15              1.8235   1.495704e-04         0.5264
         --------------------------------------------------------------
         Total Iterations: 16
         Avg Convergence Rate: 		         0.5379
         Final Residual: 		   1.495704e-04
         Total Reduction in Residual: 	   4.916589e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.180273
    setup: 0.138297 s
    solve: 0.0419762 s
    solve(per iteration): 0.00262351 s
resid in solve_px: 1.50e-04
time p: 4.98e-02
time Smag or Wale: 7.15e-07

comm_min_pans:  -1.01e+03, pk_max: 1.18e+03, u2prim_max: 3.74e+00, v2prim_max: 1.17e+00, w2prim_max: 2.41e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5036463163130095 0.9672287767907669 0.6480651066946156
yplus, min,max,mean 26.180397972038165 50.2782081119251 33.68753400057014
uplus, min,max,mean 15.634885477214542 34.33984733123303 25.06667541279757
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        66479            692303  0.000157          0.018
           2(D)         6441            137667   0.00332        0.00332
           3(D)          121               305    0.0208       1.04e-05
         --------------------------------------------------------------
         Grid Complexity: 1.30878
         Operator Complexity: 1.51437
         Total Memory Usage: 0.0456933 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.681826e+00
              0             1.82349   4.113075e-02         0.0112
              1              1.8235   7.336010e-03         0.1784
              2              1.8235   1.837798e-03         0.2505
              3              1.8235   5.057386e-04         0.2752
              4              1.8235   1.420657e-04         0.2809
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1310
         Final Residual: 		   1.420657e-04
         Total Reduction in Residual: 	   3.858567e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0323952
    setup: 0.0251637 s
    solve: 0.00723142 s
    solve(per iteration): 0.00144628 s
resid in solve_pyamgx: 1.42e-04
time solve_pyamgx: 3.67e-02
time k: 4.94e-02
modify_eps, ustar[-2,-2],[2,2] 0.6298036649094336 0.631205795985463
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        66595            692701  0.000156         0.0181
           2(D)         6482            133550   0.00318        0.00323
           3(D)          106               276    0.0246       9.34e-06
         --------------------------------------------------------------
         Grid Complexity: 1.30938
         Operator Complexity: 1.51205
         Total Memory Usage: 0.045617 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.098706e+02
              0             1.82349   1.378549e+00         0.0027
              1              1.8235   2.795031e-01         0.2028
              2              1.8235   6.654377e-02         0.2381
              3              1.8235   1.724295e-02         0.2591
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0763
         Final Residual: 		   1.724295e-02
         Total Reduction in Residual: 	   3.381830e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0309717
    setup: 0.0251495 s
    solve: 0.00582218 s
    solve(per iteration): 0.00145554 s
resid in solve_pyamgx: 1.72e-02
time solve_pyamgx: 3.54e-02
time eps: 4.24e-02

--time step:  94, iter:0, max residual:4.33e-07, u:9.90e-08, v:6.92e-08, w:5.27e-08, p:4.33e-07, k:8.67e-11, eps:8.22e-12, om:0.00e+00


monitor time step:  94, iter:0, u: 1.42e+01, v:-2.98e-02, w:-2.21e+00, p:-2.33e+00, k: 1.24e+00, eps: 1.76e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  0, umax: 3.27e+01, vismax: 8.43e+02, kmin: 2.73e-02, epsmin: 2.85e-01, ommin: 1.00e+00, fkmax: 4.85e+00

time one iteration: 1.99e-01
modify_u, ustar[-2,-2],[2,2] 0.6298036649094336 0.631205795985463
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05          0.024
           1(D)        20376            216588  0.000522        0.00563
           2(D)         2195              9613     0.002        0.00028
         --------------------------------------------------------------
         Grid Complexity: 1.09542
         Operator Complexity: 1.13753
         Total Memory Usage: 0.0298854 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   8.642365e-02
              0             1.82349   2.833292e-03         0.0328
              1              1.8235   3.270086e-04         0.1154
              2              1.8235   5.860279e-05         0.1792
              3              1.8235   1.413719e-05         0.2412
              4              1.8235   3.548167e-06         0.2510
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1326
         Final Residual: 		   3.548167e-06
         Total Reduction in Residual: 	   4.105551e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0230762
    setup: 0.0170019 s
    solve: 0.00607437 s
    solve(per iteration): 0.00121487 s
resid in solve_pyamgx: 3.55e-06
time solve_pyamgx: 2.74e-02
time u: 3.18e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.595726e-02
              0             1.82349   1.755984e-03         0.0314
              1              1.8235   2.062689e-04         0.1175
              2              1.8235   3.544008e-05         0.1718
              3              1.8235   8.916270e-06         0.2516
              4              1.8235   2.359383e-06         0.2646
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1333
         Final Residual: 		   2.359383e-06
         Total Reduction in Residual: 	   4.216402e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0230843
    setup: 0.0170019 s
    solve: 0.00608246 s
    solve(per iteration): 0.00121649 s
resid in solve_pyamgx: 2.36e-06
time solve_pyamgx: 6.57e-03
time v: 8.87e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   6.596649e-02
              0             1.82349   1.989138e-03         0.0302
              1              1.8235   2.321589e-04         0.1167
              2              1.8235   3.814372e-05         0.1643
              3              1.8235   9.259110e-06         0.2427
              4              1.8235   2.273244e-06         0.2455
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1281
         Final Residual: 		   2.273244e-06
         Total Reduction in Residual: 	   3.446058e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0230474
    setup: 0.0170019 s
    solve: 0.0060455 s
    solve(per iteration): 0.0012091 s
resid in solve_pyamgx: 2.27e-06
time solve_pyamgx: 6.49e-03
time w: 8.11e-03
area_out 3.2
flow_in 86.76586881112289 flow_out 86.76453581963607 area_out 3.2 flow_out_new 86.7658688111229 uinc: 0.0004165598396310699
xp.sum(su3d) -8.980372001587966e-12
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   9.030989e-01
              0             1.82349   5.545429e-01         0.6140
              1              1.8235   2.635084e-01         0.4752
              2              1.8235   1.269649e-01         0.4818
              3              1.8235   6.133144e-02         0.4831
              4              1.8235   3.055076e-02         0.4981
              5              1.8235   1.584967e-02         0.5188
              6              1.8235   8.395020e-03         0.5297
              7              1.8235   4.493269e-03         0.5352
              8              1.8235   2.435796e-03         0.5421
              9              1.8235   1.329102e-03         0.5457
             10              1.8235   8.969355e-04         0.6748
             11              1.8235   5.256820e-04         0.5861
             12              1.8235   2.852957e-04         0.5427
             13              1.8235   1.486691e-04         0.5211
             14              1.8235   7.775035e-05         0.5230
             15              1.8235   3.965204e-05         0.5100
         --------------------------------------------------------------
         Total Iterations: 16
         Avg Convergence Rate: 		         0.5341
         Final Residual: 		   3.965204e-05
         Total Reduction in Residual: 	   4.390664e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.180074
    setup: 0.138297 s
    solve: 0.0417772 s
    solve(per iteration): 0.00261107 s
resid in solve_px: 3.97e-05
time p: 4.95e-02
time Smag or Wale: 9.54e-07

comm_min_pans:  -1.09e+03, pk_max: 1.18e+03, u2prim_max: 3.74e+00, v2prim_max: 1.17e+00, w2prim_max: 2.41e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5019855414904396 0.9622878931961169 0.6481880505375376
yplus, min,max,mean 26.094068052829947 50.021372521845926 33.69392483205576
uplus, min,max,mean 15.624614735841144 34.38124304849591 25.061431752219814
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        66552            692856  0.000156         0.0181
           2(D)         6453            136705   0.00328         0.0033
           3(D)          145               369    0.0176       1.26e-05
         --------------------------------------------------------------
         Grid Complexity: 1.30924
         Operator Complexity: 1.51416
         Total Memory Usage: 0.0456911 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.571294e+00
              0             1.82349   2.108467e-02         0.0059
              1              1.8235   1.383887e-03         0.0656
              2              1.8235   1.726097e-04         0.1247
         --------------------------------------------------------------
         Total Iterations: 3
         Avg Convergence Rate: 		         0.0364
         Final Residual: 		   1.726097e-04
         Total Reduction in Residual: 	   4.833254e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0296922
    setup: 0.0252334 s
    solve: 0.00445875 s
    solve(per iteration): 0.00148625 s
resid in solve_pyamgx: 1.73e-04
time solve_pyamgx: 3.41e-02
time k: 4.65e-02
modify_eps, ustar[-2,-2],[2,2] 0.6298089225052095 0.6311981840397061
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        66588            692682  0.000156         0.0181
           2(D)         6365            132095   0.00326        0.00319
           3(D)          128               352    0.0215       1.17e-05
         --------------------------------------------------------------
         Grid Complexity: 1.30895
         Operator Complexity: 1.51119
         Total Memory Usage: 0.0455803 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   1.718208e+02
              0             1.82349   1.282344e-01         0.0007
              1              1.8235   3.130072e-02         0.2441
              2              1.8235   7.815189e-03         0.2497
         --------------------------------------------------------------
         Total Iterations: 3
         Avg Convergence Rate: 		         0.0357
         Final Residual: 		   7.815189e-03
         Total Reduction in Residual: 	   4.548454e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.029723
    setup: 0.0253159 s
    solve: 0.00440714 s
    solve(per iteration): 0.00146905 s
resid in solve_pyamgx: 7.82e-03
time solve_pyamgx: 3.40e-02
time eps: 4.11e-02

--time step:  94, iter:1, max residual:1.39e-07, u:2.77e-09, v:1.84e-09, w:1.78e-09, p:1.39e-07, k:1.05e-10, eps:3.73e-12, om:0.00e+00


monitor time step:  94, iter:1, u: 1.42e+01, v:-2.80e-02, w:-2.22e+00, p:-2.34e+00, k: 1.24e+00, eps: 1.76e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  1, umax: 3.27e+01, vismax: 8.44e+02, kmin: 2.73e-02, epsmin: 2.85e-01, ommin: 1.00e+00, fkmax: 5.00e+00

time one iteration: 1.94e-01
vismean_mean 1.6842105263157894e-18
modify_u, ustar[-2,-2],[2,2] 0.6298089225052095 0.6311981840397061
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05          0.024
           1(D)        20391            216599  0.000521        0.00563
           2(D)         2165              9669   0.00206       0.000281
         --------------------------------------------------------------
         Grid Complexity: 1.09536
         Operator Complexity: 1.13757
         Total Memory Usage: 0.0298863 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   4.308151e+00
              0             1.82349   1.213389e-01         0.0282
              1              1.8235   1.232977e-02         0.1016
              2              1.8235   2.250668e-03         0.1825
              3              1.8235   5.421700e-04         0.2409
              4              1.8235   1.282905e-04         0.2366
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1244
         Final Residual: 		   1.282905e-04
         Total Reduction in Residual: 	   2.977854e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0230841
    setup: 0.0169241 s
    solve: 0.00616 s
    solve(per iteration): 0.001232 s
resid in solve_pyamgx: 1.28e-04
time solve_pyamgx: 2.75e-02
time u: 3.35e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.813981e+00
              0             1.82349   7.105829e-02         0.0253
              1              1.8235   3.039717e-03         0.0428
              2              1.8235   4.851150e-04         0.1596
              3              1.8235   9.030239e-05         0.1861
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0753
         Final Residual: 		   9.030239e-05
         Total Reduction in Residual: 	   3.209062e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0217748
    setup: 0.0169241 s
    solve: 0.00485069 s
    solve(per iteration): 0.00121267 s
resid in solve_pyamgx: 9.03e-05
time solve_pyamgx: 5.26e-03
time v: 7.51e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.701826e+00
              0             1.82349   8.701266e-02         0.0235
              1              1.8235   6.735501e-03         0.0774
              2              1.8235   1.264168e-03         0.1877
              3              1.8235   3.006625e-04         0.2378
              4              1.8235   7.209884e-05         0.2398
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1143
         Final Residual: 		   7.209884e-05
         Total Reduction in Residual: 	   1.947656e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0230435
    setup: 0.0169241 s
    solve: 0.00611942 s
    solve(per iteration): 0.00122388 s
resid in solve_pyamgx: 7.21e-05
time solve_pyamgx: 6.60e-03
time w: 8.19e-03
area_out 3.2
flow_in 86.76586881112287 flow_out 86.764535888474 area_out 3.2 flow_out_new 86.76586881112287 uinc: 0.0004165383277721091
xp.sum(su3d) 1.9130252937316072e-11
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.052838e+00
              0             1.82349   1.510753e+00         0.4949
              1              1.8235   7.374551e-01         0.4881
              2              1.8235   3.597235e-01         0.4878
              3              1.8235   1.842785e-01         0.5123
              4              1.8235   9.615093e-02         0.5218
              5              1.8235   4.974287e-02         0.5173
              6              1.8235   2.589961e-02         0.5207
              7              1.8235   1.404124e-02         0.5421
              8              1.8235   7.857379e-03         0.5596
              9              1.8235   4.394125e-03         0.5592
             10              1.8235   3.007073e-03         0.6843
             11              1.8235   1.787535e-03         0.5944
             12              1.8235   9.837636e-04         0.5503
             13              1.8235   5.190875e-04         0.5277
             14              1.8235   2.720409e-04         0.5241
             15              1.8235   1.435457e-04         0.5277
         --------------------------------------------------------------
         Total Iterations: 16
         Avg Convergence Rate: 		         0.5364
         Final Residual: 		   1.435457e-04
         Total Reduction in Residual: 	   4.702043e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.180192
    setup: 0.138297 s
    solve: 0.0418947 s
    solve(per iteration): 0.00261842 s
resid in solve_px: 1.44e-04
time p: 4.95e-02
time Smag or Wale: 4.77e-07

comm_min_pans:  -1.00e+03, pk_max: 1.17e+03, u2prim_max: 3.74e+00, v2prim_max: 1.17e+00, w2prim_max: 2.40e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5016750316943842 0.9598113324370375 0.64823267509189
yplus, min,max,mean 26.077927221910226 49.89263665269617 33.696244492806635
uplus, min,max,mean 15.587068727226573 34.35705259110859 25.067975147027713
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 5
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        66462            691534  0.000157          0.018
           2(D)         6465            136859   0.00327         0.0033
           3(D)          157               501    0.0203       1.71e-05
           4(D)            3                 3     0.333       1.71e-07
         --------------------------------------------------------------
         Grid Complexity: 1.30898
         Operator Complexity: 1.51352
         Total Memory Usage: 0.0456658 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.897053e+00
              0             1.82349   4.130598e-02         0.0106
              1              1.8235   7.420467e-03         0.1796
              2              1.8235   1.829434e-03         0.2465
              3              1.8235   4.963211e-04         0.2713
              4              1.8235   1.405527e-04         0.2832
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1292
         Final Residual: 		   1.405527e-04
         Total Reduction in Residual: 	   3.606640e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0338157
    setup: 0.0263098 s
    solve: 0.00750592 s
    solve(per iteration): 0.00150118 s
resid in solve_pyamgx: 1.41e-04
time solve_pyamgx: 3.81e-02
time k: 5.06e-02
modify_eps, ustar[-2,-2],[2,2] 0.6298207755151469 0.631177171430645
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 5
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        66528            691778  0.000156          0.018
           2(D)         6432            133870   0.00324        0.00323
           3(D)          120               318    0.0221       1.16e-05
           4(D)            2                 2       0.5       1.19e-07
         --------------------------------------------------------------
         Grid Complexity: 1.30896
         Operator Complexity: 1.51171
         Total Memory Usage: 0.0456 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.648404e+02
              0             1.82349   1.402642e+00         0.0025
              1              1.8235   2.857766e-01         0.2037
              2              1.8235   6.899515e-02         0.2414
              3              1.8235   1.879551e-02         0.2724
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0760
         Final Residual: 		   1.879551e-02
         Total Reduction in Residual: 	   3.327580e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0319478
    setup: 0.0259554 s
    solve: 0.00599245 s
    solve(per iteration): 0.00149811 s
resid in solve_pyamgx: 1.88e-02
time solve_pyamgx: 3.63e-02
time eps: 4.33e-02

--time step:  95, iter:0, max residual:4.20e-07, u:1.00e-07, v:7.05e-08, w:5.63e-08, p:4.20e-07, k:8.58e-11, eps:8.96e-12, om:0.00e+00


monitor time step:  95, iter:0, u: 1.42e+01, v:-3.84e-02, w:-2.12e+00, p:-1.61e+00, k: 1.24e+00, eps: 1.75e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  0, umax: 3.28e+01, vismax: 8.49e+02, kmin: 2.70e-02, epsmin: 2.83e-01, ommin: 1.00e+00, fkmax: 4.90e+00

time one iteration: 2.01e-01
modify_u, ustar[-2,-2],[2,2] 0.6298207755151469 0.631177171430645
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05          0.024
           1(D)        20470            218184  0.000521        0.00567
           2(D)         2182              9900   0.00208       0.000286
         --------------------------------------------------------------
         Grid Complexity: 1.09576
         Operator Complexity: 1.13868
         Total Memory Usage: 0.0299318 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   8.626981e-02
              0             1.82349   2.839641e-03         0.0329
              1              1.8235   3.257204e-04         0.1147
              2              1.8235   5.820396e-05         0.1787
              3              1.8235   1.410344e-05         0.2423
              4              1.8235   3.624890e-06         0.2570
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1333
         Final Residual: 		   3.624890e-06
         Total Reduction in Residual: 	   4.201805e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0230263
    setup: 0.0169341 s
    solve: 0.00609216 s
    solve(per iteration): 0.00121843 s
resid in solve_pyamgx: 3.62e-06
time solve_pyamgx: 2.74e-02
time u: 3.18e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.647934e-02
              0             1.82349   1.751940e-03         0.0310
              1              1.8235   1.998187e-04         0.1141
              2              1.8235   3.479808e-05         0.1741
              3              1.8235   9.306437e-06         0.2674
              4              1.8235   2.606347e-06         0.2801
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1358
         Final Residual: 		   2.606347e-06
         Total Reduction in Residual: 	   4.614691e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.023012
    setup: 0.0169341 s
    solve: 0.00607789 s
    solve(per iteration): 0.00121558 s
resid in solve_pyamgx: 2.61e-06
time solve_pyamgx: 6.50e-03
time v: 8.71e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   6.505472e-02
              0             1.82349   1.984161e-03         0.0305
              1              1.8235   2.348270e-04         0.1184
              2              1.8235   3.893379e-05         0.1658
              3              1.8235   9.422104e-06         0.2420
              4              1.8235   2.368836e-06         0.2514
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1295
         Final Residual: 		   2.368836e-06
         Total Reduction in Residual: 	   3.641297e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0229786
    setup: 0.0169341 s
    solve: 0.00604448 s
    solve(per iteration): 0.0012089 s
resid in solve_pyamgx: 2.37e-06
time solve_pyamgx: 6.51e-03
time w: 8.10e-03
area_out 3.2
flow_in 86.76586881112287 flow_out 86.76453578384923 area_out 3.2 flow_out_new 86.76586881112286 uinc: 0.00041657102301417837
xp.sum(su3d) 1.1728840121350004e-11
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   9.114720e-01
              0             1.82349   5.559280e-01         0.6099
              1              1.8235   2.629032e-01         0.4729
              2              1.8235   1.267139e-01         0.4820
              3              1.8235   6.122172e-02         0.4831
              4              1.8235   3.044924e-02         0.4974
              5              1.8235   1.572948e-02         0.5166
              6              1.8235   8.322227e-03         0.5291
              7              1.8235   4.440337e-03         0.5336
              8              1.8235   2.399331e-03         0.5403
              9              1.8235   1.311242e-03         0.5465
             10              1.8235   8.869035e-04         0.6764
             11              1.8235   5.206797e-04         0.5871
             12              1.8235   2.813058e-04         0.5403
             13              1.8235   1.466243e-04         0.5212
             14              1.8235   7.656871e-05         0.5222
             15              1.8235   3.887198e-05         0.5077
         --------------------------------------------------------------
         Total Iterations: 16
         Avg Convergence Rate: 		         0.5332
         Final Residual: 		   3.887198e-05
         Total Reduction in Residual: 	   4.264748e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.180119
    setup: 0.138297 s
    solve: 0.0418222 s
    solve(per iteration): 0.00261389 s
resid in solve_px: 3.89e-05
time p: 4.97e-02
time Smag or Wale: 9.54e-07

comm_min_pans:  -1.09e+03, pk_max: 1.17e+03, u2prim_max: 3.74e+00, v2prim_max: 1.17e+00, w2prim_max: 2.40e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5003085419417925 0.9696470944533877 0.6483830889938265
yplus, min,max,mean 26.00689474457681 50.40391640518476 33.70406326499989
uplus, min,max,mean 15.580316338610833 34.38469407599056 25.06173144085361
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        66492            692122  0.000157          0.018
           2(D)         6434            137532   0.00332        0.00332
           3(D)          134               336    0.0187       1.15e-05
         --------------------------------------------------------------
         Grid Complexity: 1.30886
         Operator Complexity: 1.5142
         Total Memory Usage: 0.0456878 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.621801e+00
              0             1.82349   2.256062e-02         0.0062
              1              1.8235   1.503751e-03         0.0667
              2              1.8235   1.630806e-04         0.1084
         --------------------------------------------------------------
         Total Iterations: 3
         Avg Convergence Rate: 		         0.0356
         Final Residual: 		   1.630806e-04
         Total Reduction in Residual: 	   4.502749e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0298099
    setup: 0.0253644 s
    solve: 0.00444557 s
    solve(per iteration): 0.00148186 s
resid in solve_pyamgx: 1.63e-04
time solve_pyamgx: 3.42e-02
time k: 4.66e-02
modify_eps, ustar[-2,-2],[2,2] 0.6298257552330843 0.6311711964693691
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        66465            690837  0.000156          0.018
           2(D)         6349            133097    0.0033        0.00321
           3(D)          106               274    0.0244        9.3e-06
         --------------------------------------------------------------
         Grid Complexity: 1.30827
         Operator Complexity: 1.51062
         Total Memory Usage: 0.0455515 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   1.905884e+02
              0             1.82349   1.340796e-01         0.0007
              1              1.8235   3.224082e-02         0.2405
              2              1.8235   7.948695e-03         0.2465
         --------------------------------------------------------------
         Total Iterations: 3
         Avg Convergence Rate: 		         0.0347
         Final Residual: 		   7.948695e-03
         Total Reduction in Residual: 	   4.170608e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0298151
    setup: 0.0253911 s
    solve: 0.00442397 s
    solve(per iteration): 0.00147466 s
resid in solve_pyamgx: 7.95e-03
time solve_pyamgx: 3.41e-02
time eps: 4.11e-02

--time step:  95, iter:1, max residual:1.38e-07, u:2.83e-09, v:2.04e-09, w:1.85e-09, p:1.38e-07, k:9.95e-11, eps:3.79e-12, om:0.00e+00


monitor time step:  95, iter:1, u: 1.42e+01, v:-3.60e-02, w:-2.13e+00, p:-1.60e+00, k: 1.24e+00, eps: 1.75e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  1, umax: 3.28e+01, vismax: 8.58e+02, kmin: 2.70e-02, epsmin: 2.83e-01, ommin: 1.00e+00, fkmax: 4.95e+00

time one iteration: 1.94e-01
vismean_mean 1.6666666666666665e-18
modify_u, ustar[-2,-2],[2,2] 0.6298257552330843 0.6311711964693691
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05          0.024
           1(D)        20421            216925   0.00052        0.00564
           2(D)         2175              9769   0.00207       0.000283
         --------------------------------------------------------------
         Grid Complexity: 1.09553
         Operator Complexity: 1.13783
         Total Memory Usage: 0.0298978 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   4.337812e+00
              0             1.82349   1.224911e-01         0.0282
              1              1.8235   1.230611e-02         0.1005
              2              1.8235   2.201283e-03         0.1789
              3              1.8235   5.264336e-04         0.2391
              4              1.8235   1.267575e-04         0.2408
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1239
         Final Residual: 		   1.267575e-04
         Total Reduction in Residual: 	   2.922153e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0231855
    setup: 0.0170641 s
    solve: 0.00612147 s
    solve(per iteration): 0.00122429 s
resid in solve_pyamgx: 1.27e-04
time solve_pyamgx: 2.76e-02
time u: 3.37e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.828948e+00
              0             1.82349   7.158799e-02         0.0253
              1              1.8235   3.082053e-03         0.0431
              2              1.8235   4.847255e-04         0.1573
              3              1.8235   8.994955e-05         0.1856
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0751
         Final Residual: 		   8.994955e-05
         Total Reduction in Residual: 	   3.179612e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0219178
    setup: 0.0170641 s
    solve: 0.00485376 s
    solve(per iteration): 0.00121344 s
resid in solve_pyamgx: 8.99e-05
time solve_pyamgx: 5.26e-03
time v: 7.52e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.717656e+00
              0             1.82349   8.767442e-02         0.0236
              1              1.8235   6.808674e-03         0.0777
              2              1.8235   1.267292e-03         0.1861
              3              1.8235   2.982698e-04         0.2354
              4              1.8235   7.323017e-05         0.2455
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1145
         Final Residual: 		   7.323017e-05
         Total Reduction in Residual: 	   1.969794e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0230937
    setup: 0.0170641 s
    solve: 0.00602966 s
    solve(per iteration): 0.00120593 s
resid in solve_pyamgx: 7.32e-05
time solve_pyamgx: 6.50e-03
time w: 8.10e-03
area_out 3.2
flow_in 86.76586881112286 flow_out 86.7645358491592 area_out 3.2 flow_out_new 86.76586881112289 uinc: 0.00041655061364220813
xp.sum(su3d) 1.0856426868599556e-11
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.070379e+00
              0             1.82349   1.503077e+00         0.4895
              1              1.8235   7.307866e-01         0.4862
              2              1.8235   3.554856e-01         0.4864
              3              1.8235   1.810146e-01         0.5092
              4              1.8235   9.388631e-02         0.5187
              5              1.8235   4.843884e-02         0.5159
              6              1.8235   2.508401e-02         0.5178
              7              1.8235   1.347771e-02         0.5373
              8              1.8235   7.502587e-03         0.5567
              9              1.8235   4.189385e-03         0.5584
             10              1.8235   2.868883e-03         0.6848
             11              1.8235   1.702113e-03         0.5933
             12              1.8235   9.346588e-04         0.5491
             13              1.8235   4.931869e-04         0.5277
             14              1.8235   2.592958e-04         0.5258
             15              1.8235   1.372462e-04         0.5293
         --------------------------------------------------------------
         Total Iterations: 16
         Avg Convergence Rate: 		         0.5347
         Final Residual: 		   1.372462e-04
         Total Reduction in Residual: 	   4.470009e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.179988
    setup: 0.138297 s
    solve: 0.0416911 s
    solve(per iteration): 0.00260569 s
resid in solve_px: 1.37e-04
time p: 4.93e-02
time Smag or Wale: 7.15e-07

comm_min_pans:  -1.04e+03, pk_max: 1.17e+03, u2prim_max: 3.74e+00, v2prim_max: 1.16e+00, w2prim_max: 2.39e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.49998927900629425 0.9729484241106685 0.6484269026573608
yplus, min,max,mean 25.99029891047987 50.57552517400734 33.70634077425745
uplus, min,max,mean 15.55087964247696 33.92945464397123 25.067818281735242
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        66596            693402  0.000156         0.0181
           2(D)         6504            137774   0.00326        0.00332
           3(D)          139               415    0.0215       1.34e-05
         --------------------------------------------------------------
         Grid Complexity: 1.30962
         Operator Complexity: 1.51519
         Total Memory Usage: 0.0457329 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.624985e+00
              0             1.82349   4.118810e-02         0.0114
              1              1.8235   7.421427e-03         0.1802
              2              1.8235   1.845112e-03         0.2486
              3              1.8235   5.099231e-04         0.2764
              4              1.8235   1.510598e-04         0.2962
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1330
         Final Residual: 		   1.510598e-04
         Total Reduction in Residual: 	   4.167183e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0325172
    setup: 0.0252623 s
    solve: 0.00725485 s
    solve(per iteration): 0.00145097 s
resid in solve_pyamgx: 1.51e-04
time solve_pyamgx: 3.68e-02
time k: 4.94e-02
modify_eps, ustar[-2,-2],[2,2] 0.6298369883678785 0.6311549916299225
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        66523            692603  0.000157         0.0181
           2(D)         6392            133080   0.00326        0.00321
           3(D)          114               360    0.0277       1.15e-05
         --------------------------------------------------------------
         Grid Complexity: 1.30873
         Operator Complexity: 1.51175
         Total Memory Usage: 0.0455981 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.116552e+02
              0             1.82349   1.413630e+00         0.0028
              1              1.8235   2.892963e-01         0.2046
              2              1.8235   6.889473e-02         0.2381
              3              1.8235   1.782552e-02         0.2587
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0768
         Final Residual: 		   1.782552e-02
         Total Reduction in Residual: 	   3.483893e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0311685
    setup: 0.0253686 s
    solve: 0.00579994 s
    solve(per iteration): 0.00144998 s
resid in solve_pyamgx: 1.78e-02
time solve_pyamgx: 3.55e-02
time eps: 4.25e-02

--time step:  96, iter:0, max residual:4.09e-07, u:9.90e-08, v:7.03e-08, w:5.72e-08, p:4.09e-07, k:9.22e-11, eps:8.50e-12, om:0.00e+00


monitor time step:  96, iter:0, u: 1.41e+01, v:-4.79e-02, w:-2.02e+00, p:-8.19e-01, k: 1.24e+00, eps: 1.74e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  0, umax: 3.28e+01, vismax: 8.56e+02, kmin: 2.66e-02, epsmin: 2.82e-01, ommin: 1.00e+00, fkmax: 4.94e+00

time one iteration: 1.98e-01
modify_u, ustar[-2,-2],[2,2] 0.6298369883678785 0.6311549916299225
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05          0.024
           1(D)        20410            217110  0.000521        0.00565
           2(D)         2182              9616   0.00202        0.00028
         --------------------------------------------------------------
         Grid Complexity: 1.09551
         Operator Complexity: 1.13785
         Total Memory Usage: 0.0298983 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   8.657456e-02
              0             1.82349   2.849320e-03         0.0329
              1              1.8235   3.336462e-04         0.1171
              2              1.8235   5.961485e-05         0.1787
              3              1.8235   1.538854e-05         0.2581
              4              1.8235   4.297602e-06         0.2793
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1378
         Final Residual: 		   4.297602e-06
         Total Reduction in Residual: 	   4.964047e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0231076
    setup: 0.0170332 s
    solve: 0.00607437 s
    solve(per iteration): 0.00121487 s
resid in solve_pyamgx: 4.30e-06
time solve_pyamgx: 2.74e-02
time u: 3.18e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.651995e-02
              0             1.82349   1.739378e-03         0.0308
              1              1.8235   1.974529e-04         0.1135
              2              1.8235   3.481524e-05         0.1763
              3              1.8235   9.451464e-06         0.2715
              4              1.8235   2.644241e-06         0.2798
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1362
         Final Residual: 		   2.644241e-06
         Total Reduction in Residual: 	   4.678420e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0230828
    setup: 0.0170332 s
    solve: 0.0060496 s
    solve(per iteration): 0.00120992 s
resid in solve_pyamgx: 2.64e-06
time solve_pyamgx: 6.59e-03
time v: 8.79e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   6.482598e-02
              0             1.82349   1.994850e-03         0.0308
              1              1.8235   2.369029e-04         0.1188
              2              1.8235   3.948677e-05         0.1667
              3              1.8235   1.002623e-05         0.2539
              4              1.8235   2.582463e-06         0.2576
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1318
         Final Residual: 		   2.582463e-06
         Total Reduction in Residual: 	   3.983685e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0230666
    setup: 0.0170332 s
    solve: 0.00603341 s
    solve(per iteration): 0.00120668 s
resid in solve_pyamgx: 2.58e-06
time solve_pyamgx: 6.45e-03
time w: 8.09e-03
area_out 3.2
flow_in 86.76586881112286 flow_out 86.7645357487567 area_out 3.2 flow_out_new 86.76586881112287 uinc: 0.0004165819894241807
xp.sum(su3d) 2.2850610292834972e-11
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   9.174500e-01
              0             1.82349   5.591475e-01         0.6095
              1              1.8235   2.639866e-01         0.4721
              2              1.8235   1.273802e-01         0.4825
              3              1.8235   6.147102e-02         0.4826
              4              1.8235   3.057966e-02         0.4975
              5              1.8235   1.570572e-02         0.5136
              6              1.8235   8.284717e-03         0.5275
              7              1.8235   4.406179e-03         0.5318
              8              1.8235   2.379970e-03         0.5401
              9              1.8235   1.307049e-03         0.5492
             10              1.8235   8.870618e-04         0.6787
             11              1.8235   5.216253e-04         0.5880
             12              1.8235   2.812844e-04         0.5392
             13              1.8235   1.466017e-04         0.5212
             14              1.8235   7.635576e-05         0.5208
             15              1.8235   3.867375e-05         0.5065
         --------------------------------------------------------------
         Total Iterations: 16
         Avg Convergence Rate: 		         0.5328
         Final Residual: 		   3.867375e-05
         Total Reduction in Residual: 	   4.215352e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.180127
    setup: 0.138297 s
    solve: 0.04183 s
    solve(per iteration): 0.00261438 s
resid in solve_px: 3.87e-05
time p: 4.94e-02
time Smag or Wale: 4.77e-07

comm_min_pans:  -1.08e+03, pk_max: 1.17e+03, u2prim_max: 3.74e+00, v2prim_max: 1.16e+00, w2prim_max: 2.39e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.49889576310787015 0.998557379373334 0.6485293714063173
yplus, min,max,mean 25.933456081529837 51.90672252164768 33.711667275296946
uplus, min,max,mean 15.547305850686856 33.946861349810966 25.063182369945668
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        66602            693498  0.000156         0.0181
           2(D)         6582            141414   0.00326        0.00341
           3(D)          156               410    0.0168       1.38e-05
         --------------------------------------------------------------
         Grid Complexity: 1.31005
         Operator Complexity: 1.5175
         Total Memory Usage: 0.0458214 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.601860e+00
              0             1.82349   2.069778e-02         0.0057
              1              1.8235   1.238820e-03         0.0599
              2              1.8235   1.710118e-04         0.1380
         --------------------------------------------------------------
         Total Iterations: 3
         Avg Convergence Rate: 		         0.0362
         Final Residual: 		   1.710118e-04
         Total Reduction in Residual: 	   4.747876e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0296376
    setup: 0.025217 s
    solve: 0.00442058 s
    solve(per iteration): 0.00147353 s
resid in solve_pyamgx: 1.71e-04
time solve_pyamgx: 3.39e-02
time k: 4.64e-02
modify_eps, ustar[-2,-2],[2,2] 0.6298417022886316 0.6311507867603697
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        66480            691506  0.000156          0.018
           2(D)         6417            135755    0.0033        0.00328
           3(D)          118               288    0.0207       9.97e-06
         --------------------------------------------------------------
         Grid Complexity: 1.30867
         Operator Complexity: 1.51269
         Total Memory Usage: 0.045631 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.229320e+02
              0             1.82349   1.435222e-01         0.0006
              1              1.8235   3.463432e-02         0.2413
              2              1.8235   8.580940e-03         0.2478
         --------------------------------------------------------------
         Total Iterations: 3
         Avg Convergence Rate: 		         0.0338
         Final Residual: 		   8.580940e-03
         Total Reduction in Residual: 	   3.849128e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0296884
    setup: 0.0252539 s
    solve: 0.00443453 s
    solve(per iteration): 0.00147818 s
resid in solve_pyamgx: 8.58e-03
time solve_pyamgx: 3.41e-02
time eps: 4.11e-02

--time step:  96, iter:1, max residual:1.38e-07, u:3.36e-09, v:2.07e-09, w:2.02e-09, p:1.38e-07, k:1.04e-10, eps:4.09e-12, om:0.00e+00


monitor time step:  96, iter:1, u: 1.41e+01, v:-4.49e-02, w:-2.03e+00, p:-7.96e-01, k: 1.24e+00, eps: 1.74e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  1, umax: 3.28e+01, vismax: 8.58e+02, kmin: 2.66e-02, epsmin: 2.82e-01, ommin: 1.00e+00, fkmax: 4.92e+00

time one iteration: 1.94e-01
vismean_mean 1.6494845360824741e-18
modify_u, ustar[-2,-2],[2,2] 0.6298417022886316 0.6311507867603697
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05          0.024
           1(D)        20421            217323  0.000521        0.00565
           2(D)         2125              9357   0.00207       0.000272
         --------------------------------------------------------------
         Grid Complexity: 1.09531
         Operator Complexity: 1.13782
         Total Memory Usage: 0.0298953 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   4.367338e+00
              0             1.82349   1.235628e-01         0.0283
              1              1.8235   1.239940e-02         0.1003
              2              1.8235   2.226177e-03         0.1795
              3              1.8235   5.182015e-04         0.2328
              4              1.8235   1.224315e-04         0.2363
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1229
         Final Residual: 		   1.224315e-04
         Total Reduction in Residual: 	   2.803344e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0230886
    setup: 0.0170107 s
    solve: 0.00607795 s
    solve(per iteration): 0.00121559 s
resid in solve_pyamgx: 1.22e-04
time solve_pyamgx: 2.75e-02
time u: 3.36e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.844026e+00
              0             1.82349   7.210534e-02         0.0254
              1              1.8235   3.127475e-03         0.0434
              2              1.8235   5.036861e-04         0.1611
              3              1.8235   8.877728e-05         0.1763
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0747
         Final Residual: 		   8.877728e-05
         Total Reduction in Residual: 	   3.121536e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0218726
    setup: 0.0170107 s
    solve: 0.00486195 s
    solve(per iteration): 0.00121549 s
resid in solve_pyamgx: 8.88e-05
time solve_pyamgx: 5.29e-03
time v: 7.56e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.734629e+00
              0             1.82349   8.837333e-02         0.0237
              1              1.8235   6.858642e-03         0.0776
              2              1.8235   1.255215e-03         0.1830
              3              1.8235   2.915281e-04         0.2323
              4              1.8235   7.153483e-05         0.2454
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1139
         Final Residual: 		   7.153483e-05
         Total Reduction in Residual: 	   1.915447e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0230427
    setup: 0.0170107 s
    solve: 0.00603203 s
    solve(per iteration): 0.00120641 s
resid in solve_pyamgx: 7.15e-05
time solve_pyamgx: 6.52e-03
time w: 8.18e-03
area_out 3.2
flow_in 86.76586881112287 flow_out 86.76453581334195 area_out 3.2 flow_out_new 86.76586881112289 uinc: 0.00041656180653770747
xp.sum(su3d) -2.5144331061710545e-12
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.081342e+00
              0             1.82349   1.496004e+00         0.4855
              1              1.8235   7.258226e-01         0.4852
              2              1.8235   3.519760e-01         0.4849
              3              1.8235   1.776511e-01         0.5047
              4              1.8235   9.137536e-02         0.5144
              5              1.8235   4.693788e-02         0.5137
              6              1.8235   2.413967e-02         0.5143
              7              1.8235   1.283600e-02         0.5317
              8              1.8235   7.099355e-03         0.5531
              9              1.8235   3.953275e-03         0.5568
             10              1.8235   2.704711e-03         0.6842
             11              1.8235   1.598915e-03         0.5912
             12              1.8235   8.759719e-04         0.5479
             13              1.8235   4.611977e-04         0.5265
             14              1.8235   2.431268e-04         0.5272
             15              1.8235   1.289875e-04         0.5305
         --------------------------------------------------------------
         Total Iterations: 16
         Avg Convergence Rate: 		         0.5326
         Final Residual: 		   1.289875e-04
         Total Reduction in Residual: 	   4.186083e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.180048
    setup: 0.138297 s
    solve: 0.0417505 s
    solve(per iteration): 0.00260941 s
resid in solve_px: 1.29e-04
time p: 4.96e-02
time Smag or Wale: 4.77e-07

comm_min_pans:  -1.04e+03, pk_max: 1.16e+03, u2prim_max: 3.75e+00, v2prim_max: 1.16e+00, w2prim_max: 2.38e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.49859377189290915 1.0114817057082948 0.6485777757146572
yplus, min,max,mean 25.917758061042733 52.57855113631281 33.71418341413258
uplus, min,max,mean 15.525859573463961 34.03258389889043 25.068870443676662
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        66357            691085  0.000157          0.018
           2(D)         6443            138933   0.00335        0.00335
           3(D)          150               388    0.0172       1.32e-05
         --------------------------------------------------------------
         Grid Complexity: 1.3084
         Operator Complexity: 1.51446
         Total Memory Usage: 0.0456912 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   4.088141e+00
              0             1.82349   4.184891e-02         0.0102
              1              1.8235   7.660192e-03         0.1830
              2              1.8235   1.925334e-03         0.2513
              3              1.8235   5.328412e-04         0.2768
              4              1.8235   1.533208e-04         0.2877
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1303
         Final Residual: 		   1.533208e-04
         Total Reduction in Residual: 	   3.750379e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0325169
    setup: 0.0252181 s
    solve: 0.00729878 s
    solve(per iteration): 0.00145976 s
resid in solve_pyamgx: 1.53e-04
time solve_pyamgx: 3.69e-02
time k: 4.94e-02
modify_eps, ustar[-2,-2],[2,2] 0.6298523407428259 0.6311395835494564
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        66443            691719  0.000157          0.018
           2(D)         6404            133396   0.00325        0.00322
           3(D)           94               240    0.0272       8.18e-06
         --------------------------------------------------------------
         Grid Complexity: 1.30836
         Operator Complexity: 1.51133
         Total Memory Usage: 0.0455783 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   6.099071e+02
              0             1.82349   1.429800e+00         0.0023
              1              1.8235   2.994864e-01         0.2095
              2              1.8235   7.157275e-02         0.2390
              3              1.8235   1.881715e-02         0.2629
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0745
         Final Residual: 		   1.881715e-02
         Total Reduction in Residual: 	   3.085249e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0310453
    setup: 0.0252409 s
    solve: 0.00580435 s
    solve(per iteration): 0.00145109 s
resid in solve_pyamgx: 1.88e-02
time solve_pyamgx: 3.55e-02
time eps: 4.24e-02

--time step:  97, iter:0, max residual:3.93e-07, u:9.56e-08, v:6.94e-08, w:5.59e-08, p:3.93e-07, k:9.36e-11, eps:8.97e-12, om:0.00e+00


monitor time step:  97, iter:0, u: 1.41e+01, v:-5.82e-02, w:-1.90e+00, p: 3.42e-02, k: 1.23e+00, eps: 1.73e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  0, umax: 3.29e+01, vismax: 8.65e+02, kmin: 2.63e-02, epsmin: 2.80e-01, ommin: 1.00e+00, fkmax: 4.97e+00

time one iteration: 1.99e-01
modify_u, ustar[-2,-2],[2,2] 0.6298523407428259 0.6311395835494564
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05          0.024
           1(D)        20405            216891  0.000521        0.00564
           2(D)         2149              9343   0.00202       0.000273
         --------------------------------------------------------------
         Grid Complexity: 1.09535
         Operator Complexity: 1.13755
         Total Memory Usage: 0.0298856 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   8.684613e-02
              0             1.82349   2.868411e-03         0.0330
              1              1.8235   3.367118e-04         0.1174
              2              1.8235   5.966263e-05         0.1772
              3              1.8235   1.482098e-05         0.2484
              4              1.8235   3.933185e-06         0.2654
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1353
         Final Residual: 		   3.933185e-06
         Total Reduction in Residual: 	   4.528912e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0231412
    setup: 0.017077 s
    solve: 0.00606419 s
    solve(per iteration): 0.00121284 s
resid in solve_pyamgx: 3.93e-06
time solve_pyamgx: 2.75e-02
time u: 3.19e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.640334e-02
              0             1.82349   1.723912e-03         0.0306
              1              1.8235   1.918021e-04         0.1113
              2              1.8235   3.390253e-05         0.1768
              3              1.8235   8.781419e-06         0.2590
              4              1.8235   2.261505e-06         0.2575
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1320
         Final Residual: 		   2.261505e-06
         Total Reduction in Residual: 	   4.009523e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0231473
    setup: 0.017077 s
    solve: 0.00607027 s
    solve(per iteration): 0.00121405 s
resid in solve_pyamgx: 2.26e-06
time solve_pyamgx: 6.48e-03
time v: 8.66e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   6.404265e-02
              0             1.82349   1.990961e-03         0.0311
              1              1.8235   2.335604e-04         0.1173
              2              1.8235   3.893699e-05         0.1667
              3              1.8235   9.483039e-06         0.2435
              4              1.8235   2.353230e-06         0.2482
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1297
         Final Residual: 		   2.353230e-06
         Total Reduction in Residual: 	   3.674473e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0231371
    setup: 0.017077 s
    solve: 0.0060601 s
    solve(per iteration): 0.00121202 s
resid in solve_pyamgx: 2.35e-06
time solve_pyamgx: 6.55e-03
time w: 8.24e-03
area_out 3.2
flow_in 86.76586881112287 flow_out 86.76453571694682 area_out 3.2 flow_out_new 86.76586881112284 uinc: 0.0004165919300147536
xp.sum(su3d) 2.0130785927108263e-11
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   9.263918e-01
              0             1.82349   5.636512e-01         0.6084
              1              1.8235   2.658911e-01         0.4717
              2              1.8235   1.282936e-01         0.4825
              3              1.8235   6.187387e-02         0.4823
              4              1.8235   3.073374e-02         0.4967
              5              1.8235   1.568905e-02         0.5105
              6              1.8235   8.240751e-03         0.5253
              7              1.8235   4.361256e-03         0.5292
              8              1.8235   2.354721e-03         0.5399
              9              1.8235   1.294503e-03         0.5497
             10              1.8235   8.798121e-04         0.6797
             11              1.8235   5.168887e-04         0.5875
             12              1.8235   2.786042e-04         0.5390
             13              1.8235   1.447577e-04         0.5196
             14              1.8235   7.505160e-05         0.5185
             15              1.8235   3.783963e-05         0.5042
         --------------------------------------------------------------
         Total Iterations: 16
         Avg Convergence Rate: 		         0.5317
         Final Residual: 		   3.783963e-05
         Total Reduction in Residual: 	   4.084625e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.180101
    setup: 0.138297 s
    solve: 0.0418038 s
    solve(per iteration): 0.00261274 s
resid in solve_px: 3.78e-05
time p: 4.94e-02
time Smag or Wale: 4.77e-07

comm_min_pans:  -1.08e+03, pk_max: 1.17e+03, u2prim_max: 3.75e+00, v2prim_max: 1.16e+00, w2prim_max: 2.38e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.4977523386848583 1.0113581257149185 0.648770374056269
yplus, min,max,mean 25.87401892200777 52.57212723663722 33.724195005737315
uplus, min,max,mean 15.524299711295868 34.08658643291569 25.06074268196332
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        66490            692208  0.000157          0.018
           2(D)         6486            140592   0.00334        0.00339
           3(D)          132               382    0.0219       1.25e-05
         --------------------------------------------------------------
         Grid Complexity: 1.30907
         Operator Complexity: 1.51618
         Total Memory Usage: 0.0457617 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.612815e+00
              0             1.82349   2.106048e-02         0.0058
              1              1.8235   1.371071e-03         0.0651
              2              1.8235   1.729692e-04         0.1262
         --------------------------------------------------------------
         Total Iterations: 3
         Avg Convergence Rate: 		         0.0363
         Final Residual: 		   1.729692e-04
         Total Reduction in Residual: 	   4.787657e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0298913
    setup: 0.0254318 s
    solve: 0.00445949 s
    solve(per iteration): 0.0014865 s
resid in solve_pyamgx: 1.73e-04
time solve_pyamgx: 3.42e-02
time k: 4.67e-02
modify_eps, ustar[-2,-2],[2,2] 0.6298567994797613 0.6311371369264277
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        66409            691601  0.000157          0.018
           2(D)         6377            133353   0.00328        0.00322
           3(D)          103               263    0.0248       8.96e-06
         --------------------------------------------------------------
         Grid Complexity: 1.30814
         Operator Complexity: 1.51124
         Total Memory Usage: 0.0455724 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.196220e+02
              0             1.82349   1.531968e-01         0.0007
              1              1.8235   3.519681e-02         0.2297
              2              1.8235   8.585926e-03         0.2439
         --------------------------------------------------------------
         Total Iterations: 3
         Avg Convergence Rate: 		         0.0339
         Final Residual: 		   8.585926e-03
         Total Reduction in Residual: 	   3.909410e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0296172
    setup: 0.0251843 s
    solve: 0.00443296 s
    solve(per iteration): 0.00147765 s
resid in solve_pyamgx: 8.59e-03
time solve_pyamgx: 3.40e-02
time eps: 4.09e-02

--time step:  97, iter:1, max residual:1.36e-07, u:3.07e-09, v:1.77e-09, w:1.84e-09, p:1.36e-07, k:1.06e-10, eps:4.09e-12, om:0.00e+00


monitor time step:  97, iter:1, u: 1.41e+01, v:-5.46e-02, w:-1.91e+00, p: 6.95e-02, k: 1.23e+00, eps: 1.73e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  1, umax: 3.29e+01, vismax: 8.67e+02, kmin: 2.63e-02, epsmin: 2.80e-01, ommin: 1.00e+00, fkmax: 5.12e+00

time one iteration: 1.94e-01
vismean_mean 1.6326530612244896e-18
modify_u, ustar[-2,-2],[2,2] 0.6298567994797613 0.6311371369264277
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05          0.024
           1(D)        20408            216964  0.000521        0.00564
           2(D)         2148              9510   0.00206       0.000277
         --------------------------------------------------------------
         Grid Complexity: 1.09536
         Operator Complexity: 1.1377
         Total Memory Usage: 0.029891 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   4.396554e+00
              0             1.82349   1.247041e-01         0.0284
              1              1.8235   1.239466e-02         0.0994
              2              1.8235   2.246619e-03         0.1813
              3              1.8235   5.304377e-04         0.2361
              4              1.8235   1.262283e-04         0.2380
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1235
         Final Residual: 		   1.262283e-04
         Total Reduction in Residual: 	   2.871074e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0231017
    setup: 0.0170107 s
    solve: 0.00609101 s
    solve(per iteration): 0.0012182 s
resid in solve_pyamgx: 1.26e-04
time solve_pyamgx: 2.74e-02
time u: 3.35e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.859256e+00
              0             1.82349   7.262229e-02         0.0254
              1              1.8235   3.099342e-03         0.0427
              2              1.8235   4.812637e-04         0.1553
              3              1.8235   8.484383e-05         0.1763
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0738
         Final Residual: 		   8.484383e-05
         Total Reduction in Residual: 	   2.967340e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.021869
    setup: 0.0170107 s
    solve: 0.00485827 s
    solve(per iteration): 0.00121457 s
resid in solve_pyamgx: 8.48e-05
time solve_pyamgx: 5.31e-03
time v: 7.54e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.752799e+00
              0             1.82349   8.910055e-02         0.0237
              1              1.8235   6.924415e-03         0.0777
              2              1.8235   1.288055e-03         0.1860
              3              1.8235   3.030871e-04         0.2353
              4              1.8235   7.323706e-05         0.2416
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1143
         Final Residual: 		   7.323706e-05
         Total Reduction in Residual: 	   1.951532e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0230779
    setup: 0.0170107 s
    solve: 0.0060672 s
    solve(per iteration): 0.00121344 s
resid in solve_pyamgx: 7.32e-05
time solve_pyamgx: 6.49e-03
time w: 8.09e-03
area_out 3.2
flow_in 86.76586881112289 flow_out 86.76453577983874 area_out 3.2 flow_out_new 86.76586881112289 uinc: 0.00041657227629610105
xp.sum(su3d) 1.1970202606903513e-11
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.102496e+00
              0             1.82349   1.495714e+00         0.4821
              1              1.8235   7.228063e-01         0.4833
              2              1.8235   3.487268e-01         0.4825
              3              1.8235   1.745167e-01         0.5004
              4              1.8235   8.916122e-02         0.5109
              5              1.8235   4.564295e-02         0.5119
              6              1.8235   2.333487e-02         0.5112
              7              1.8235   1.228257e-02         0.5264
              8              1.8235   6.734795e-03         0.5483
              9              1.8235   3.724045e-03         0.5530
             10              1.8235   2.540347e-03         0.6821
             11              1.8235   1.494566e-03         0.5883
             12              1.8235   8.185215e-04         0.5477
             13              1.8235   4.305172e-04         0.5260
             14              1.8235   2.281611e-04         0.5300
             15              1.8235   1.215898e-04         0.5329
         --------------------------------------------------------------
         Total Iterations: 16
         Avg Convergence Rate: 		         0.5304
         Final Residual: 		   1.215898e-04
         Total Reduction in Residual: 	   3.919097e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.180038
    setup: 0.138297 s
    solve: 0.0417409 s
    solve(per iteration): 0.00260881 s
resid in solve_px: 1.22e-04
time p: 4.95e-02
time Smag or Wale: 4.77e-07

comm_min_pans:  -1.04e+03, pk_max: 1.15e+03, u2prim_max: 3.75e+00, v2prim_max: 1.16e+00, w2prim_max: 2.36e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.49748530341139935 1.0113322779008116 0.6488058186972877
yplus, min,max,mean 25.86013797121892 52.57078362299784 33.726037478873295
uplus, min,max,mean 15.510493616911464 34.43051158449827 25.066404219381962
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        66443            691789  0.000157          0.018
           2(D)         6511            139283   0.00329        0.00336
           3(D)          147               461    0.0213       1.47e-05
         --------------------------------------------------------------
         Grid Complexity: 1.30904
         Operator Complexity: 1.51515
         Total Memory Usage: 0.0457243 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.954406e+00
              0             1.82349   4.075311e-02         0.0103
              1              1.8235   7.152199e-03         0.1755
              2              1.8235   1.801438e-03         0.2519
              3              1.8235   5.017649e-04         0.2785
              4              1.8235   1.490254e-04         0.2970
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1304
         Final Residual: 		   1.490254e-04
         Total Reduction in Residual: 	   3.768591e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0324245
    setup: 0.0251658 s
    solve: 0.00725872 s
    solve(per iteration): 0.00145174 s
resid in solve_pyamgx: 1.49e-04
time solve_pyamgx: 3.67e-02
time k: 4.92e-02
modify_eps, ustar[-2,-2],[2,2] 0.6298668656401959 0.6311309485093791
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        66507            693009  0.000157         0.0181
           2(D)         6445            132647   0.00319        0.00321
           3(D)          120               296    0.0206       1.02e-05
         --------------------------------------------------------------
         Grid Complexity: 1.30892
         Operator Complexity: 1.5117
         Total Memory Usage: 0.0455983 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   6.351736e+02
              0             1.82349   1.418712e+00         0.0022
              1              1.8235   2.876062e-01         0.2027
              2              1.8235   6.725663e-02         0.2338
              3              1.8235   1.756205e-02         0.2611
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0725
         Final Residual: 		   1.756205e-02
         Total Reduction in Residual: 	   2.764921e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0312391
    setup: 0.0253972 s
    solve: 0.00584189 s
    solve(per iteration): 0.00146047 s
resid in solve_pyamgx: 1.76e-02
time solve_pyamgx: 3.55e-02
time eps: 4.26e-02

--time step:  98, iter:0, max residual:3.80e-07, u:9.86e-08, v:6.63e-08, w:5.72e-08, p:3.80e-07, k:9.10e-11, eps:8.37e-12, om:0.00e+00


monitor time step:  98, iter:0, u: 1.40e+01, v:-6.91e-02, w:-1.77e+00, p: 9.36e-01, k: 1.23e+00, eps: 1.73e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  0, umax: 3.29e+01, vismax: 8.73e+02, kmin: 2.60e-02, epsmin: 2.78e-01, ommin: 1.00e+00, fkmax: 4.98e+00

time one iteration: 1.98e-01
modify_u, ustar[-2,-2],[2,2] 0.6298668656401959 0.6311309485093791
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05          0.024
           1(D)        20364            216190  0.000521        0.00562
           2(D)         2144              9398   0.00204       0.000274
         --------------------------------------------------------------
         Grid Complexity: 1.09515
         Operator Complexity: 1.13716
         Total Memory Usage: 0.0298688 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   8.641569e-02
              0             1.82349   2.858444e-03         0.0331
              1              1.8235   3.382970e-04         0.1184
              2              1.8235   6.035664e-05         0.1784
              3              1.8235   1.470468e-05         0.2436
              4              1.8235   3.833125e-06         0.2607
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1347
         Final Residual: 		   3.833125e-06
         Total Reduction in Residual: 	   4.435682e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0224293
    setup: 0.0163056 s
    solve: 0.00612371 s
    solve(per iteration): 0.00122474 s
resid in solve_pyamgx: 3.83e-06
time solve_pyamgx: 2.67e-02
time u: 3.11e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.633486e-02
              0             1.82349   1.714661e-03         0.0304
              1              1.8235   1.890959e-04         0.1103
              2              1.8235   3.366960e-05         0.1781
              3              1.8235   8.811791e-06         0.2617
              4              1.8235   2.287356e-06         0.2596
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1323
         Final Residual: 		   2.287356e-06
         Total Reduction in Residual: 	   4.060284e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.022376
    setup: 0.0163056 s
    solve: 0.00607046 s
    solve(per iteration): 0.00121409 s
resid in solve_pyamgx: 2.29e-06
time solve_pyamgx: 6.48e-03
time v: 8.72e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   6.409583e-02
              0             1.82349   2.001627e-03         0.0312
              1              1.8235   2.357476e-04         0.1178
              2              1.8235   3.964575e-05         0.1682
              3              1.8235   9.974990e-06         0.2516
              4              1.8235   2.660624e-06         0.2667
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1329
         Final Residual: 		   2.660624e-06
         Total Reduction in Residual: 	   4.151009e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0223946
    setup: 0.0163056 s
    solve: 0.00608902 s
    solve(per iteration): 0.0012178 s
resid in solve_pyamgx: 2.66e-06
time solve_pyamgx: 6.59e-03
time w: 8.19e-03
area_out 3.2
flow_in 86.76586881112289 flow_out 86.76453568574061 area_out 3.2 flow_out_new 86.76586881112289 uinc: 0.00041660168196067104
xp.sum(su3d) 5.9039440003516575e-12
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   9.296581e-01
              0             1.82349   5.682927e-01         0.6113
              1              1.8235   2.688501e-01         0.4731
              2              1.8235   1.293651e-01         0.4812
              3              1.8235   6.240047e-02         0.4824
              4              1.8235   3.092842e-02         0.4956
              5              1.8235   1.571224e-02         0.5080
              6              1.8235   8.206291e-03         0.5223
              7              1.8235   4.331289e-03         0.5278
              8              1.8235   2.342929e-03         0.5409
              9              1.8235   1.287528e-03         0.5495
             10              1.8235   8.754189e-04         0.6799
             11              1.8235   5.138609e-04         0.5870
             12              1.8235   2.774287e-04         0.5399
             13              1.8235   1.438160e-04         0.5184
             14              1.8235   7.442890e-05         0.5175
             15              1.8235   3.744732e-05         0.5031
         --------------------------------------------------------------
         Total Iterations: 16
         Avg Convergence Rate: 		         0.5313
         Final Residual: 		   3.744732e-05
         Total Reduction in Residual: 	   4.028074e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.180068
    setup: 0.138297 s
    solve: 0.041771 s
    solve(per iteration): 0.00261069 s
resid in solve_px: 3.74e-05
time p: 4.93e-02
time Smag or Wale: 7.15e-07

comm_min_pans:  -1.08e+03, pk_max: 1.16e+03, u2prim_max: 3.75e+00, v2prim_max: 1.16e+00, w2prim_max: 2.36e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.4968728776090981 1.0109822548397907 0.6489726685238949
yplus, min,max,mean 25.828303029289895 52.55258882490221 33.73471061857601
uplus, min,max,mean 15.509994685159686 31.957873167496842 25.05985643482911
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        66474            692348  0.000157          0.018
           2(D)         6471            138857   0.00332        0.00335
           3(D)          137               499    0.0266       1.53e-05
         --------------------------------------------------------------
         Grid Complexity: 1.30896
         Operator Complexity: 1.51526
         Total Memory Usage: 0.0457272 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.461687e+00
              0             1.82349   2.062896e-02         0.0060
              1              1.8235   1.516180e-03         0.0735
              2              1.8235   1.760325e-04         0.1161
              3              1.8235   4.921601e-05         0.2796
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0614
         Final Residual: 		   4.921601e-05
         Total Reduction in Residual: 	   1.421735e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.031078
    setup: 0.0252438 s
    solve: 0.00583418 s
    solve(per iteration): 0.00145854 s
resid in solve_pyamgx: 4.92e-05
time solve_pyamgx: 3.54e-02
time k: 4.79e-02
modify_eps, ustar[-2,-2],[2,2] 0.6298710789925189 0.6311302380830944
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        66539            693439  0.000157         0.0181
           2(D)         6402            132580   0.00323         0.0032
           3(D)          122               352    0.0236       1.15e-05
         --------------------------------------------------------------
         Grid Complexity: 1.30888
         Operator Complexity: 1.51196
         Total Memory Usage: 0.0456071 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   1.806225e+02
              0             1.82349   1.295394e-01         0.0007
              1              1.8235   3.105089e-02         0.2397
              2              1.8235   7.718516e-03         0.2486
         --------------------------------------------------------------
         Total Iterations: 3
         Avg Convergence Rate: 		         0.0350
         Final Residual: 		   7.718516e-03
         Total Reduction in Residual: 	   4.273287e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0296141
    setup: 0.025172 s
    solve: 0.00444211 s
    solve(per iteration): 0.0014807 s
resid in solve_pyamgx: 7.72e-03
time solve_pyamgx: 3.40e-02
time eps: 4.10e-02

--time step:  98, iter:1, max residual:1.35e-07, u:2.99e-09, v:1.79e-09, w:2.08e-09, p:1.35e-07, k:3.00e-11, eps:3.68e-12, om:0.00e+00


monitor time step:  98, iter:1, u: 1.40e+01, v:-6.50e-02, w:-1.77e+00, p: 9.81e-01, k: 1.23e+00, eps: 1.73e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  1, umax: 3.29e+01, vismax: 8.73e+02, kmin: 2.60e-02, epsmin: 2.78e-01, ommin: 1.00e+00, fkmax: 5.00e+00

time one iteration: 1.95e-01
vismean_mean 1.616161616161616e-18
modify_u, ustar[-2,-2],[2,2] 0.6298710789925189 0.6311302380830944
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05          0.024
           1(D)        20432            217066   0.00052        0.00565
           2(D)         2160              9726   0.00208       0.000282
         --------------------------------------------------------------
         Grid Complexity: 1.09551
         Operator Complexity: 1.13789
         Total Memory Usage: 0.0298999 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   4.425609e+00
              0             1.82349   1.257142e-01         0.0284
              1              1.8235   1.232601e-02         0.0980
              2              1.8235   2.180925e-03         0.1769
              3              1.8235   5.005834e-04         0.2295
              4              1.8235   1.166035e-04         0.2329
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1214
         Final Residual: 		   1.166035e-04
         Total Reduction in Residual: 	   2.634744e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.023079
    setup: 0.0170075 s
    solve: 0.00607149 s
    solve(per iteration): 0.0012143 s
resid in solve_pyamgx: 1.17e-04
time solve_pyamgx: 2.74e-02
time u: 3.35e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.874735e+00
              0             1.82349   7.317640e-02         0.0255
              1              1.8235   3.128320e-03         0.0428
              2              1.8235   4.879309e-04         0.1560
              3              1.8235   8.583921e-05         0.1759
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0739
         Final Residual: 		   8.583921e-05
         Total Reduction in Residual: 	   2.985986e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.021858
    setup: 0.0170075 s
    solve: 0.00485046 s
    solve(per iteration): 0.00121262 s
resid in solve_pyamgx: 8.58e-05
time solve_pyamgx: 5.26e-03
time v: 7.50e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.772030e+00
              0             1.82349   8.984430e-02         0.0238
              1              1.8235   6.954290e-03         0.0774
              2              1.8235   1.283566e-03         0.1846
              3              1.8235   3.000879e-04         0.2338
              4              1.8235   7.206511e-05         0.2401
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1138
         Final Residual: 		   7.206511e-05
         Total Reduction in Residual: 	   1.910513e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0230757
    setup: 0.0170075 s
    solve: 0.00606822 s
    solve(per iteration): 0.00121364 s
resid in solve_pyamgx: 7.21e-05
time solve_pyamgx: 6.50e-03
time w: 8.10e-03
area_out 3.2
flow_in 86.76586881112289 flow_out 86.76453574399453 area_out 3.2 flow_out_new 86.76586881112286 uinc: 0.0004165834776115318
xp.sum(su3d) 9.15179043659009e-12
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.116828e+00
              0             1.82349   1.495694e+00         0.4799
              1              1.8235   7.205697e-01         0.4818
              2              1.8235   3.457541e-01         0.4798
              3              1.8235   1.714925e-01         0.4960
              4              1.8235   8.689010e-02         0.5067
              5              1.8235   4.419678e-02         0.5087
              6              1.8235   2.241549e-02         0.5072
              7              1.8235   1.164479e-02         0.5195
              8              1.8235   6.306044e-03         0.5415
              9              1.8235   3.446917e-03         0.5466
             10              1.8235   2.334742e-03         0.6773
             11              1.8235   1.362337e-03         0.5835
             12              1.8235   7.428070e-04         0.5452
             13              1.8235   3.899317e-04         0.5249
             14              1.8235   2.071795e-04         0.5313
             15              1.8235   1.108662e-04         0.5351
         --------------------------------------------------------------
         Total Iterations: 16
         Avg Convergence Rate: 		         0.5272
         Final Residual: 		   1.108662e-04
         Total Reduction in Residual: 	   3.557022e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.180113
    setup: 0.138297 s
    solve: 0.0418163 s
    solve(per iteration): 0.00261352 s
resid in solve_px: 1.11e-04
time p: 4.93e-02
time Smag or Wale: 9.54e-07

comm_min_pans:  -1.02e+03, pk_max: 1.14e+03, u2prim_max: 3.76e+00, v2prim_max: 1.15e+00, w2prim_max: 2.35e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.49665108184893403 1.010800156376103 0.6490294697414595
yplus, min,max,mean 25.816773705870805 52.54312303493211 33.73766324313212
uplus, min,max,mean 15.503715548878839 32.33459631867132 25.064672019732267
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        66498            692286  0.000157          0.018
           2(D)         6571            139959   0.00324        0.00338
           3(D)          145               481    0.0229       1.51e-05
         --------------------------------------------------------------
         Grid Complexity: 1.30952
         Operator Complexity: 1.51589
         Total Memory Usage: 0.0457569 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.891146e+00
              0             1.82349   4.099847e-02         0.0105
              1              1.8235   7.347637e-03         0.1792
              2              1.8235   1.868334e-03         0.2543
              3              1.8235   5.188416e-04         0.2777
              4              1.8235   1.512659e-04         0.2915
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1312
         Final Residual: 		   1.512659e-04
         Total Reduction in Residual: 	   3.887437e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0325764
    setup: 0.0253298 s
    solve: 0.00724669 s
    solve(per iteration): 0.00144934 s
resid in solve_pyamgx: 1.51e-04
time solve_pyamgx: 3.69e-02
time k: 4.94e-02
modify_eps, ustar[-2,-2],[2,2] 0.6298805948382203 0.6311291206014605
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        66483            692367  0.000157          0.018
           2(D)         6420            134750   0.00327        0.00325
           3(D)          102               218     0.021       7.93e-06
         --------------------------------------------------------------
         Grid Complexity: 1.30863
         Operator Complexity: 1.51255
         Total Memory Usage: 0.0456258 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.831923e+02
              0             1.82349   1.424597e+00         0.0024
              1              1.8235   2.975174e-01         0.2088
              2              1.8235   7.176471e-02         0.2412
              3              1.8235   1.925440e-02         0.2683
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0758
         Final Residual: 		   1.925440e-02
         Total Reduction in Residual: 	   3.301552e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0312032
    setup: 0.0254022 s
    solve: 0.00580106 s
    solve(per iteration): 0.00145026 s
resid in solve_pyamgx: 1.93e-02
time solve_pyamgx: 3.55e-02
time eps: 4.25e-02

--time step:  99, iter:0, max residual:3.61e-07, u:9.11e-08, v:6.71e-08, w:5.63e-08, p:3.61e-07, k:9.23e-11, eps:9.18e-12, om:0.00e+00


monitor time step:  99, iter:0, u: 1.40e+01, v:-8.05e-02, w:-1.62e+00, p: 1.87e+00, k: 1.23e+00, eps: 1.72e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  0, umax: 3.30e+01, vismax: 8.77e+02, kmin: 2.57e-02, epsmin: 2.77e-01, ommin: 1.00e+00, fkmax: 4.98e+00

time one iteration: 1.98e-01
modify_u, ustar[-2,-2],[2,2] 0.6298805948382203 0.6311291206014605
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05          0.024
           1(D)        20423            216891   0.00052        0.00564
           2(D)         2146              9714   0.00211       0.000281
         --------------------------------------------------------------
         Grid Complexity: 1.09541
         Operator Complexity: 1.13778
         Total Memory Usage: 0.0298947 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   8.695654e-02
              0             1.82349   2.875903e-03         0.0331
              1              1.8235   3.334868e-04         0.1160
              2              1.8235   5.969532e-05         0.1790
              3              1.8235   1.416433e-05         0.2373
              4              1.8235   3.580320e-06         0.2528
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1327
         Final Residual: 		   3.580320e-06
         Total Reduction in Residual: 	   4.117367e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0231564
    setup: 0.0170566 s
    solve: 0.00609981 s
    solve(per iteration): 0.00121996 s
resid in solve_pyamgx: 3.58e-06
time solve_pyamgx: 2.75e-02
time u: 3.20e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.634904e-02
              0             1.82349   1.701791e-03         0.0302
              1              1.8235   1.851892e-04         0.1088
              2              1.8235   3.318302e-05         0.1792
              3              1.8235   8.616504e-06         0.2597
              4              1.8235   2.207881e-06         0.2562
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1314
         Final Residual: 		   2.207881e-06
         Total Reduction in Residual: 	   3.918223e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.023178
    setup: 0.0170566 s
    solve: 0.00612147 s
    solve(per iteration): 0.00122429 s
resid in solve_pyamgx: 2.21e-06
time solve_pyamgx: 6.56e-03
time v: 8.89e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   6.302622e-02
              0             1.82349   1.990436e-03         0.0316
              1              1.8235   2.328509e-04         0.1170
              2              1.8235   3.942963e-05         0.1693
              3              1.8235   9.840010e-06         0.2496
              4              1.8235   2.607150e-06         0.2650
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1328
         Final Residual: 		   2.607150e-06
         Total Reduction in Residual: 	   4.136612e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0231182
    setup: 0.0170566 s
    solve: 0.00606166 s
    solve(per iteration): 0.00121233 s
resid in solve_pyamgx: 2.61e-06
time solve_pyamgx: 6.57e-03
time w: 8.18e-03
area_out 3.2
flow_in 86.76586881112289 flow_out 86.76453565452917 area_out 3.2 flow_out_new 86.7658688111229 uinc: 0.0004166114355363959
xp.sum(su3d) -1.0937695194002117e-11
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   9.387975e-01
              0             1.82349   5.733592e-01         0.6107
              1              1.8235   2.715112e-01         0.4735
              2              1.8235   1.301121e-01         0.4792
              3              1.8235   6.281278e-02         0.4828
              4              1.8235   3.109188e-02         0.4950
              5              1.8235   1.573508e-02         0.5061
              6              1.8235   8.175759e-03         0.5196
              7              1.8235   4.306434e-03         0.5267
              8              1.8235   2.328610e-03         0.5407
              9              1.8235   1.277810e-03         0.5487
             10              1.8235   8.678284e-04         0.6792
             11              1.8235   5.080810e-04         0.5855
             12              1.8235   2.751295e-04         0.5415
             13              1.8235   1.422068e-04         0.5169
             14              1.8235   7.340902e-05         0.5162
             15              1.8235   3.696398e-05         0.5035
         --------------------------------------------------------------
         Total Iterations: 16
         Avg Convergence Rate: 		         0.5305
         Final Residual: 		   3.696398e-05
         Total Reduction in Residual: 	   3.937375e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.180106
    setup: 0.138297 s
    solve: 0.0418088 s
    solve(per iteration): 0.00261305 s
resid in solve_px: 3.70e-05
time p: 4.95e-02
time Smag or Wale: 9.54e-07

comm_min_pans:  -1.07e+03, pk_max: 1.14e+03, u2prim_max: 3.76e+00, v2prim_max: 1.15e+00, w2prim_max: 2.35e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.49624718931154066 1.0109307704968753 0.649201024291015
yplus, min,max,mean 25.795778680146597 52.549912580595056 33.74658094239012
uplus, min,max,mean 15.50389840983343 32.40056282712592 25.057629428557778
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        66494            691890  0.000156          0.018
           2(D)         6580            140554   0.00325        0.00339
           3(D)          155               427    0.0178       1.42e-05
         --------------------------------------------------------------
         Grid Complexity: 1.30958
         Operator Complexity: 1.51598
         Total Memory Usage: 0.0457608 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.619894e+00
              0             1.82349   2.113338e-02         0.0058
              1              1.8235   1.418147e-03         0.0671
              2              1.8235   1.561844e-04         0.1101
         --------------------------------------------------------------
         Total Iterations: 3
         Avg Convergence Rate: 		         0.0351
         Final Residual: 		   1.561844e-04
         Total Reduction in Residual: 	   4.314612e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0295391
    setup: 0.0250931 s
    solve: 0.00444602 s
    solve(per iteration): 0.00148201 s
resid in solve_pyamgx: 1.56e-04
time solve_pyamgx: 3.39e-02
time k: 4.64e-02
modify_eps, ustar[-2,-2],[2,2] 0.629884572449187 0.6311301186841556
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        66487            692831  0.000157         0.0181
           2(D)         6446            136730   0.00329         0.0033
           3(D)          117               329     0.024       1.09e-05
         --------------------------------------------------------------
         Grid Complexity: 1.30882
         Operator Complexity: 1.51414
         Total Memory Usage: 0.0456852 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.032595e+02
              0             1.82349   1.418521e-01         0.0007
              1              1.8235   3.290384e-02         0.2320
              2              1.8235   7.946990e-03         0.2415
         --------------------------------------------------------------
         Total Iterations: 3
         Avg Convergence Rate: 		         0.0339
         Final Residual: 		   7.946990e-03
         Total Reduction in Residual: 	   3.909775e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0296929
    setup: 0.0252856 s
    solve: 0.0044073 s
    solve(per iteration): 0.0014691 s
resid in solve_pyamgx: 7.95e-03
time solve_pyamgx: 3.40e-02
time eps: 4.09e-02

--time step:  99, iter:1, max residual:1.34e-07, u:2.80e-09, v:1.72e-09, w:2.04e-09, p:1.34e-07, k:9.53e-11, eps:3.79e-12, om:0.00e+00


monitor time step:  99, iter:1, u: 1.40e+01, v:-7.59e-02, w:-1.62e+00, p: 1.92e+00, k: 1.23e+00, eps: 1.72e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  1, umax: 3.30e+01, vismax: 8.86e+02, kmin: 2.57e-02, epsmin: 2.77e-01, ommin: 1.00e+00, fkmax: 5.01e+00

time one iteration: 1.94e-01
vismean_mean 1.6e-18
uvmean_aver at max 3.419322519118969
modify_u, ustar[-2,-2],[2,2] 0.629884572449187 0.6311301186841556
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05          0.024
           1(D)        20449            217673  0.000521        0.00566
           2(D)         2166              9812   0.00209       0.000284
         --------------------------------------------------------------
         Grid Complexity: 1.09561
         Operator Complexity: 1.13831
         Total Memory Usage: 0.0299166 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   4.454511e+00
              0             1.82349   1.268381e-01         0.0285
              1              1.8235   1.243824e-02         0.0981
              2              1.8235   2.283680e-03         0.1836
              3              1.8235   5.425957e-04         0.2376
              4              1.8235   1.369513e-04         0.2524
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1252
         Final Residual: 		   1.369513e-04
         Total Reduction in Residual: 	   3.074440e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0230418
    setup: 0.0169895 s
    solve: 0.00605222 s
    solve(per iteration): 0.00121044 s
resid in solve_pyamgx: 1.37e-04
time solve_pyamgx: 2.74e-02
time u: 5.75e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.890400e+00
              0             1.82349   7.371727e-02         0.0255
              1              1.8235   3.114620e-03         0.0423
              2              1.8235   4.833522e-04         0.1552
              3              1.8235   8.782368e-05         0.1817
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0742
         Final Residual: 		   8.782368e-05
         Total Reduction in Residual: 	   3.038461e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0218863
    setup: 0.0169895 s
    solve: 0.00489677 s
    solve(per iteration): 0.00122419 s
resid in solve_pyamgx: 8.78e-05
time solve_pyamgx: 5.37e-03
time v: 7.66e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.792307e+00
              0             1.82349   9.055893e-02         0.0239
              1              1.8235   6.977036e-03         0.0770
              2              1.8235   1.283304e-03         0.1839
              3              1.8235   3.024032e-04         0.2356
              4              1.8235   7.364406e-05         0.2435
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1142
         Final Residual: 		   7.364406e-05
         Total Reduction in Residual: 	   1.941933e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0230212
    setup: 0.0169895 s
    solve: 0.00603162 s
    solve(per iteration): 0.00120632 s
resid in solve_pyamgx: 7.36e-05
time solve_pyamgx: 6.45e-03
time w: 8.12e-03
area_out 3.2
flow_in 86.76586881112289 flow_out 86.76453571852211 area_out 3.2 flow_out_new 86.76586881112289 uinc: 0.00041659143774186447
xp.sum(su3d) -4.958478072580874e-12
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.141881e+00
              0             1.82349   1.500709e+00         0.4776
              1              1.8235   7.181297e-01         0.4785
              2              1.8235   3.428828e-01         0.4775
              3              1.8235   1.689126e-01         0.4926
              4              1.8235   8.517587e-02         0.5043
              5              1.8235   4.304908e-02         0.5054
              6              1.8235   2.171084e-02         0.5043
              7              1.8235   1.116293e-02         0.5142
              8              1.8235   5.959955e-03         0.5339
              9              1.8235   3.213120e-03         0.5391
             10              1.8235   2.158771e-03         0.6719
             11              1.8235   1.246966e-03         0.5776
             12              1.8235   6.758209e-04         0.5420
             13              1.8235   3.540149e-04         0.5238
             14              1.8235   1.881306e-04         0.5314
             15              1.8235   1.009771e-04         0.5367
         --------------------------------------------------------------
         Total Iterations: 16
         Avg Convergence Rate: 		         0.5238
         Final Residual: 		   1.009771e-04
         Total Reduction in Residual: 	   3.213905e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.180128
    setup: 0.138297 s
    solve: 0.0418306 s
    solve(per iteration): 0.00261441 s
resid in solve_px: 1.01e-04
time p: 4.95e-02
time Smag or Wale: 9.54e-07

comm_min_pans:  -1.05e+03, pk_max: 1.14e+03, u2prim_max: 3.77e+00, v2prim_max: 1.15e+00, w2prim_max: 2.34e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.4960794560080648 1.0110129778373607 0.6492170861538143
yplus, min,max,mean 25.78705961580337 52.55418585892634 33.74741586552296
uplus, min,max,mean 15.505261743453868 33.385521067448565 25.063616031007815
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        66523            692987  0.000157         0.0181
           2(D)         6577            141957   0.00328        0.00342
           3(D)          157               517     0.021       1.62e-05
         --------------------------------------------------------------
         Grid Complexity: 1.3097
         Operator Complexity: 1.51759
         Total Memory Usage: 0.0458202 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.945753e+00
              0             1.82349   4.084157e-02         0.0104
              1              1.8235   7.227373e-03         0.1770
              2              1.8235   1.795697e-03         0.2485
              3              1.8235   4.807232e-04         0.2677
              4              1.8235   1.374551e-04         0.2859
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1284
         Final Residual: 		   1.374551e-04
         Total Reduction in Residual: 	   3.483622e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.032446
    setup: 0.0251822 s
    solve: 0.00726371 s
    solve(per iteration): 0.00145274 s
resid in solve_pyamgx: 1.37e-04
time solve_pyamgx: 3.68e-02
time k: 4.93e-02
modify_eps, ustar[-2,-2],[2,2] 0.6298935589456673 0.6311341664239958
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        66665            695303  0.000156         0.0181
           2(D)         6485            135087   0.00321        0.00326
           3(D)          113               295    0.0231       9.98e-06
         --------------------------------------------------------------
         Grid Complexity: 1.30972
         Operator Complexity: 1.51463
         Total Memory Usage: 0.0457141 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   6.007811e+02
              0             1.82349   1.446058e+00         0.0024
              1              1.8235   2.930379e-01         0.2026
              2              1.8235   6.852018e-02         0.2338
              3              1.8235   1.780601e-02         0.2599
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0738
         Final Residual: 		   1.780601e-02
         Total Reduction in Residual: 	   2.963810e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0310254
    setup: 0.0251452 s
    solve: 0.00588022 s
    solve(per iteration): 0.00147006 s
resid in solve_pyamgx: 1.78e-02
time solve_pyamgx: 3.54e-02
time eps: 4.24e-02

--time step: 100, iter:0, max residual:3.47e-07, u:1.07e-07, v:6.86e-08, w:5.75e-08, p:3.47e-07, k:8.39e-11, eps:8.49e-12, om:0.00e+00


monitor time step: 100, iter:0, u: 1.40e+01, v:-9.23e-02, w:-1.46e+00, p: 2.82e+00, k: 1.23e+00, eps: 1.72e+02, om: 1.00e+00


-- cfl_max_x: 4.12e-01, cfl_max_y: 6.20e-01, at i= 19, j= 75


No of points cfl_x > 1:  0, No of points cfl_y > 1:  0


--time step:  1.17e-03, iter:  0, umax: 3.30e+01, vismax: 8.77e+02, kmin: 2.54e-02, epsmin: 2.75e-01, ommin: 1.00e+00, fkmax: 4.96e+00

time one iteration: 2.23e-01
time every 10th time steps: 3.98e+00
modify_u, ustar[-2,-2],[2,2] 0.6298935589456673 0.6311341664239958
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05          0.024
           1(D)        20389            216563  0.000521        0.00563
           2(D)         2129              9449   0.00208       0.000275
         --------------------------------------------------------------
         Grid Complexity: 1.0952
         Operator Complexity: 1.13742
         Total Memory Usage: 0.0298789 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   8.775624e-02
              0             1.82349   2.906393e-03         0.0331
              1              1.8235   3.326932e-04         0.1145
              2              1.8235   5.789402e-05         0.1740
              3              1.8235   1.409803e-05         0.2435
              4              1.8235   3.594059e-06         0.2549
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1326
         Final Residual: 		   3.594059e-06
         Total Reduction in Residual: 	   4.095502e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.023149
    setup: 0.0170392 s
    solve: 0.00610973 s
    solve(per iteration): 0.00122195 s
resid in solve_pyamgx: 3.59e-06
time solve_pyamgx: 2.75e-02
time u: 3.19e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.666187e-02
              0             1.82349   1.699418e-03         0.0300
              1              1.8235   1.843358e-04         0.1085
              2              1.8235   3.353202e-05         0.1819
              3              1.8235   8.660056e-06         0.2583
              4              1.8235   2.268479e-06         0.2619
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1320
         Final Residual: 		   2.268479e-06
         Total Reduction in Residual: 	   4.003537e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0231154
    setup: 0.0170392 s
    solve: 0.00607613 s
    solve(per iteration): 0.00121523 s
resid in solve_pyamgx: 2.27e-06
time solve_pyamgx: 6.57e-03
time v: 8.79e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   6.354863e-02
              0             1.82349   2.007265e-03         0.0316
              1              1.8235   2.351502e-04         0.1171
              2              1.8235   3.971036e-05         0.1689
              3              1.8235   9.665922e-06         0.2434
              4              1.8235   2.478194e-06         0.2564
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1313
         Final Residual: 		   2.478194e-06
         Total Reduction in Residual: 	   3.899681e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0231213
    setup: 0.0170392 s
    solve: 0.00608205 s
    solve(per iteration): 0.00121641 s
resid in solve_pyamgx: 2.48e-06
time solve_pyamgx: 6.55e-03
time w: 8.24e-03
area_out 3.2
flow_in 86.76586881112289 flow_out 86.76453562717616 area_out 3.2 flow_out_new 86.76586881112291 uinc: 0.0004166199833521844
xp.sum(su3d) -1.4278800364309063e-11
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   9.480499e-01
              0             1.82349   5.779874e-01         0.6097
              1              1.8235   2.738103e-01         0.4737
              2              1.8235   1.308807e-01         0.4780
              3              1.8235   6.345898e-02         0.4849
              4              1.8235   3.141746e-02         0.4951
              5              1.8235   1.587431e-02         0.5053
              6              1.8235   8.212835e-03         0.5174
              7              1.8235   4.320822e-03         0.5261
              8              1.8235   2.329620e-03         0.5392
              9              1.8235   1.272911e-03         0.5464
             10              1.8235   8.624013e-04         0.6775
             11              1.8235   5.026395e-04         0.5828
             12              1.8235   2.730548e-04         0.5432
             13              1.8235   1.407001e-04         0.5153
             14              1.8235   7.255998e-05         0.5157
             15              1.8235   3.652690e-05         0.5034
         --------------------------------------------------------------
         Total Iterations: 16
         Avg Convergence Rate: 		         0.5298
         Final Residual: 		   3.652690e-05
         Total Reduction in Residual: 	   3.852845e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.180163
    setup: 0.138297 s
    solve: 0.0418662 s
    solve(per iteration): 0.00261664 s
resid in solve_px: 3.65e-05
time p: 4.95e-02
time Smag or Wale: 7.15e-07

comm_min_pans:  -1.07e+03, pk_max: 1.14e+03, u2prim_max: 3.77e+00, v2prim_max: 1.15e+00, w2prim_max: 2.34e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.4958747665028559 1.0110447315301025 0.6493929533840532
yplus, min,max,mean 25.776419504809805 52.55583647025047 33.756557745307965
uplus, min,max,mean 15.505922361474797 33.44727019741355 25.05605438586893
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        66482            693624  0.000157         0.0181
           2(D)         6502            139570    0.0033        0.00336
           3(D)          147               517    0.0239        1.6e-05
         --------------------------------------------------------------
         Grid Complexity: 1.30916
         Operator Complexity: 1.5165
         Total Memory Usage: 0.0457746 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.644194e+00
              0             1.82349   2.314547e-02         0.0064
              1              1.8235   1.629809e-03         0.0704
              2              1.8235   1.778788e-04         0.1091
         --------------------------------------------------------------
         Total Iterations: 3
         Avg Convergence Rate: 		         0.0365
         Final Residual: 		   1.778788e-04
         Total Reduction in Residual: 	   4.881155e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0298504
    setup: 0.0254057 s
    solve: 0.00444467 s
    solve(per iteration): 0.00148156 s
resid in solve_pyamgx: 1.78e-04
time solve_pyamgx: 3.42e-02
time k: 4.68e-02
modify_eps, ustar[-2,-2],[2,2] 0.629897310628885 0.631136874268491
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        66531            694135  0.000157         0.0181
           2(D)         6476            135632   0.00323        0.00327
           3(D)          124               302    0.0196       1.05e-05
         --------------------------------------------------------------
         Grid Complexity: 1.30916
         Operator Complexity: 1.51425
         Total Memory Usage: 0.0456933 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.151324e+02
              0             1.82349   1.412473e-01         0.0007
              1              1.8235   3.228848e-02         0.2286
              2              1.8235   7.514337e-03         0.2327
         --------------------------------------------------------------
         Total Iterations: 3
         Avg Convergence Rate: 		         0.0327
         Final Residual: 		   7.514337e-03
         Total Reduction in Residual: 	   3.492889e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0298694
    setup: 0.0254013 s
    solve: 0.0044681 s
    solve(per iteration): 0.00148937 s
resid in solve_pyamgx: 7.51e-03
time solve_pyamgx: 3.44e-02
time eps: 4.14e-02

--time step: 100, iter:1, max residual:1.33e-07, u:2.81e-09, v:1.77e-09, w:1.94e-09, p:1.33e-07, k:1.09e-10, eps:3.58e-12, om:0.00e+00


monitor time step: 100, iter:1, u: 1.40e+01, v:-8.72e-02, w:-1.46e+00, p: 2.88e+00, k: 1.23e+00, eps: 1.72e+02, om: 1.00e+00


-- cfl_max_x: 4.12e-01, cfl_max_y: 6.21e-01, at i= 19, j= 75


No of points cfl_x > 1:  0, No of points cfl_y > 1:  0


--time step:  1.17e-03, iter:  1, umax: 3.30e+01, vismax: 8.76e+02, kmin: 2.54e-02, epsmin: 2.75e-01, ommin: 1.00e+00, fkmax: 4.90e+00

time one iteration: 1.96e-01
vismean_mean 1.584158415841584e-18
modify_u, ustar[-2,-2],[2,2] 0.629897310628885 0.631136874268491
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05          0.024
           1(D)        20445            217873  0.000521        0.00566
           2(D)         2155              9729   0.00209       0.000282
         --------------------------------------------------------------
         Grid Complexity: 1.09554
         Operator Complexity: 1.13838
         Total Memory Usage: 0.0299185 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   4.483151e+00
              0             1.82349   1.280532e-01         0.0286
              1              1.8235   1.248923e-02         0.0975
              2              1.8235   2.218023e-03         0.1776
              3              1.8235   4.975712e-04         0.2243
              4              1.8235   1.116328e-04         0.2244
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1200
         Final Residual: 		   1.116328e-04
         Total Reduction in Residual: 	   2.490052e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0231091
    setup: 0.0170604 s
    solve: 0.0060487 s
    solve(per iteration): 0.00120974 s
resid in solve_pyamgx: 1.12e-04
time solve_pyamgx: 2.76e-02
time u: 3.38e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.906378e+00
              0             1.82349   7.431207e-02         0.0256
              1              1.8235   3.166168e-03         0.0426
              2              1.8235   4.940857e-04         0.1561
              3              1.8235   8.814621e-05         0.1784
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0742
         Final Residual: 		   8.814621e-05
         Total Reduction in Residual: 	   3.032854e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0219557
    setup: 0.0170604 s
    solve: 0.00489533 s
    solve(per iteration): 0.00122383 s
resid in solve_pyamgx: 8.81e-05
time solve_pyamgx: 5.39e-03
time v: 7.70e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.813387e+00
              0             1.82349   9.133339e-02         0.0240
              1              1.8235   7.083823e-03         0.0776
              2              1.8235   1.299798e-03         0.1835
              3              1.8235   2.958447e-04         0.2276
              4              1.8235   6.979651e-05         0.2359
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1129
         Final Residual: 		   6.979651e-05
         Total Reduction in Residual: 	   1.830302e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0230886
    setup: 0.0170604 s
    solve: 0.00602816 s
    solve(per iteration): 0.00120563 s
resid in solve_pyamgx: 6.98e-05
time solve_pyamgx: 6.56e-03
time w: 8.22e-03
area_out 3.2
flow_in 86.76586881112289 flow_out 86.76453567754179 area_out 3.2 flow_out_new 86.76586881112287 uinc: 0.00041660424409339925
xp.sum(su3d) 1.9128698625081597e-11
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.163702e+00
              0             1.82349   1.503317e+00         0.4752
              1              1.8235   7.152136e-01         0.4758
              2              1.8235   3.409611e-01         0.4767
              3              1.8235   1.673012e-01         0.4907
              4              1.8235   8.417447e-02         0.5031
              5              1.8235   4.224375e-02         0.5019
              6              1.8235   2.119105e-02         0.5016
              7              1.8235   1.081399e-02         0.5103
              8              1.8235   5.706843e-03         0.5277
              9              1.8235   3.035123e-03         0.5318
             10              1.8235   2.019350e-03         0.6653
             11              1.8235   1.155800e-03         0.5724
             12              1.8235   6.218288e-04         0.5380
             13              1.8235   3.242104e-04         0.5214
             14              1.8235   1.716884e-04         0.5296
             15              1.8235   9.177216e-05         0.5345
         --------------------------------------------------------------
         Total Iterations: 16
         Avg Convergence Rate: 		         0.5205
         Final Residual: 		   9.177216e-05
         Total Reduction in Residual: 	   2.900784e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.180081
    setup: 0.138297 s
    solve: 0.0417836 s
    solve(per iteration): 0.00261147 s
resid in solve_px: 9.18e-05
time p: 4.96e-02
time Smag or Wale: 7.15e-07

comm_min_pans:  -1.05e+03, pk_max: 1.14e+03, u2prim_max: 3.78e+00, v2prim_max: 1.15e+00, w2prim_max: 2.33e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.4957640654879927 1.0110643216795663 0.6494047638369975
yplus, min,max,mean 25.77066507649145 52.55685479976601 33.75717167287636
uplus, min,max,mean 15.5149270934583 34.10671465676647 25.06202255975271
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        66592            693608  0.000156         0.0181
           2(D)         6586            139176   0.00321        0.00336
           3(D)          154               430    0.0181       1.42e-05
         --------------------------------------------------------------
         Grid Complexity: 1.31001
         Operator Complexity: 1.5162
         Total Memory Usage: 0.0457739 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.853913e+00
              0             1.82349   4.242700e-02         0.0110
              1              1.8235   7.829210e-03         0.1845
              2              1.8235   2.002672e-03         0.2558
              3              1.8235   5.504984e-04         0.2749
              4              1.8235   1.566304e-04         0.2845
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1324
         Final Residual: 		   1.566304e-04
         Total Reduction in Residual: 	   4.064192e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.032449
    setup: 0.0251905 s
    solve: 0.0072585 s
    solve(per iteration): 0.0014517 s
resid in solve_pyamgx: 1.57e-04
time solve_pyamgx: 3.68e-02
time k: 4.95e-02
modify_eps, ustar[-2,-2],[2,2] 0.629905788313676 0.63114618071863
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        66565            693709  0.000157         0.0181
           2(D)         6492            134964    0.0032        0.00326
           3(D)          117               373    0.0272       1.18e-05
         --------------------------------------------------------------
         Grid Complexity: 1.30935
         Operator Complexity: 1.51361
         Total Memory Usage: 0.0456728 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.525271e+02
              0             1.82349   1.486975e+00         0.0027
              1              1.8235   3.170374e-01         0.2132
              2              1.8235   7.454752e-02         0.2351
              3              1.8235   1.931793e-02         0.2591
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0769
         Final Residual: 		   1.931793e-02
         Total Reduction in Residual: 	   3.496286e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.03091
    setup: 0.0251263 s
    solve: 0.00578365 s
    solve(per iteration): 0.00144591 s
resid in solve_pyamgx: 1.93e-02
time solve_pyamgx: 3.52e-02
time eps: 4.22e-02

--time step: 101, iter:0, max residual:3.36e-07, u:8.72e-08, v:6.89e-08, w:5.45e-08, p:3.36e-07, k:9.56e-11, eps:9.21e-12, om:0.00e+00


monitor time step: 101, iter:0, u: 1.40e+01, v:-1.04e-01, w:-1.28e+00, p: 3.80e+00, k: 1.23e+00, eps: 1.72e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  0, umax: 3.30e+01, vismax: 8.90e+02, kmin: 2.51e-02, epsmin: 2.73e-01, ommin: 1.00e+00, fkmax: 4.91e+00

time one iteration: 1.99e-01
modify_u, ustar[-2,-2],[2,2] 0.629905788313676 0.63114618071863
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05          0.024
           1(D)        20388            216666  0.000521        0.00563
           2(D)         2180              9816   0.00207       0.000284
         --------------------------------------------------------------
         Grid Complexity: 1.09541
         Operator Complexity: 1.1377
         Total Memory Usage: 0.0298916 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   8.752591e-02
              0             1.82349   2.901668e-03         0.0332
              1              1.8235   3.351505e-04         0.1155
              2              1.8235   5.901455e-05         0.1761
              3              1.8235   1.395864e-05         0.2365
              4              1.8235   3.497785e-06         0.2506
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1319
         Final Residual: 		   3.497785e-06
         Total Reduction in Residual: 	   3.996285e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0232661
    setup: 0.0171794 s
    solve: 0.00608662 s
    solve(per iteration): 0.00121732 s
resid in solve_pyamgx: 3.50e-06
time solve_pyamgx: 2.76e-02
time u: 3.20e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.647836e-02
              0             1.82349   1.694986e-03         0.0300
              1              1.8235   1.859706e-04         0.1097
              2              1.8235   3.365144e-05         0.1810
              3              1.8235   8.716420e-06         0.2590
              4              1.8235   2.323075e-06         0.2665
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1327
         Final Residual: 		   2.323075e-06
         Total Reduction in Residual: 	   4.113212e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0232272
    setup: 0.0171794 s
    solve: 0.00604774 s
    solve(per iteration): 0.00120955 s
resid in solve_pyamgx: 2.32e-06
time solve_pyamgx: 6.47e-03
time v: 8.65e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   6.343054e-02
              0             1.82349   2.007937e-03         0.0317
              1              1.8235   2.339730e-04         0.1165
              2              1.8235   3.937349e-05         0.1683
              3              1.8235   9.579758e-06         0.2433
              4              1.8235   2.520337e-06         0.2631
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1318
         Final Residual: 		   2.520337e-06
         Total Reduction in Residual: 	   3.973381e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0232107
    setup: 0.0171794 s
    solve: 0.00603123 s
    solve(per iteration): 0.00120625 s
resid in solve_pyamgx: 2.52e-06
time solve_pyamgx: 6.51e-03
time w: 8.36e-03
area_out 3.2
flow_in 86.76586881112289 flow_out 86.7645355965163 area_out 3.2 flow_out_new 86.76586881112287 uinc: 0.00041662956455912337
xp.sum(su3d) 8.486322755629772e-12
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   9.571700e-01
              0             1.82349   5.829162e-01         0.6090
              1              1.8235   2.764770e-01         0.4743
              2              1.8235   1.321720e-01         0.4781
              3              1.8235   6.430458e-02         0.4865
              4              1.8235   3.190588e-02         0.4962
              5              1.8235   1.614099e-02         0.5059
              6              1.8235   8.325721e-03         0.5158
              7              1.8235   4.367790e-03         0.5246
              8              1.8235   2.335760e-03         0.5348
              9              1.8235   1.268066e-03         0.5429
             10              1.8235   8.565064e-04         0.6754
             11              1.8235   4.963302e-04         0.5795
             12              1.8235   2.699842e-04         0.5440
             13              1.8235   1.388924e-04         0.5144
             14              1.8235   7.166381e-05         0.5160
             15              1.8235   3.622513e-05         0.5055
         --------------------------------------------------------------
         Total Iterations: 16
         Avg Convergence Rate: 		         0.5292
         Final Residual: 		   3.622513e-05
         Total Reduction in Residual: 	   3.784607e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.180113
    setup: 0.138297 s
    solve: 0.041816 s
    solve(per iteration): 0.0026135 s
resid in solve_px: 3.62e-05
time p: 4.94e-02
time Smag or Wale: 4.77e-07

comm_min_pans:  -1.06e+03, pk_max: 1.14e+03, u2prim_max: 3.78e+00, v2prim_max: 1.15e+00, w2prim_max: 2.33e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.4957513017455359 1.0108480096748675 0.6495327488490068
yplus, min,max,mean 25.77000159530176 52.545610531346455 33.763824552963705
uplus, min,max,mean 15.516015041290373 34.158556222832516 25.056262479739107
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        66467            692591  0.000157         0.0181
           2(D)         6548            141028   0.00329         0.0034
           3(D)          159               439    0.0174       1.46e-05
         --------------------------------------------------------------
         Grid Complexity: 1.30935
         Operator Complexity: 1.51672
         Total Memory Usage: 0.0457845 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.512690e+00
              0             1.82349   2.076153e-02         0.0059
              1              1.8235   1.386299e-03         0.0668
              2              1.8235   1.732788e-04         0.1250
         --------------------------------------------------------------
         Total Iterations: 3
         Avg Convergence Rate: 		         0.0367
         Final Residual: 		   1.732788e-04
         Total Reduction in Residual: 	   4.932936e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0298365
    setup: 0.0253624 s
    solve: 0.00447408 s
    solve(per iteration): 0.00149136 s
resid in solve_pyamgx: 1.73e-04
time solve_pyamgx: 3.42e-02
time k: 4.69e-02
modify_eps, ustar[-2,-2],[2,2] 0.6299093216738633 0.6311505770155565
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 5
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        66505            692639  0.000157         0.0181
           2(D)         6452            136876   0.00329         0.0033
           3(D)          122               406    0.0273       1.37e-05
           4(D)            2                 2       0.5       1.19e-07
         --------------------------------------------------------------
         Grid Complexity: 1.30895
         Operator Complexity: 1.51416
         Total Memory Usage: 0.0456884 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   1.921768e+02
              0             1.82349   1.431320e-01         0.0007
              1              1.8235   3.385644e-02         0.2365
              2              1.8235   8.387590e-03         0.2477
         --------------------------------------------------------------
         Total Iterations: 3
         Avg Convergence Rate: 		         0.0352
         Final Residual: 		   8.387590e-03
         Total Reduction in Residual: 	   4.364517e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0306102
    setup: 0.026026 s
    solve: 0.00458422 s
    solve(per iteration): 0.00152807 s
resid in solve_pyamgx: 8.39e-03
time solve_pyamgx: 3.50e-02
time eps: 4.20e-02

--time step: 101, iter:1, max residual:1.32e-07, u:2.73e-09, v:1.81e-09, w:1.97e-09, p:1.32e-07, k:1.06e-10, eps:4.00e-12, om:0.00e+00


monitor time step: 101, iter:1, u: 1.40e+01, v:-9.87e-02, w:-1.28e+00, p: 3.86e+00, k: 1.23e+00, eps: 1.72e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  1, umax: 3.30e+01, vismax: 8.87e+02, kmin: 2.51e-02, epsmin: 2.73e-01, ommin: 1.00e+00, fkmax: 4.99e+00

time one iteration: 1.95e-01
vismean_mean 1.568627450980392e-18
modify_u, ustar[-2,-2],[2,2] 0.6299093216738633 0.6311505770155565
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05          0.024
           1(D)        20429            217755  0.000522        0.00566
           2(D)         2184              9978   0.00209       0.000288
         --------------------------------------------------------------
         Grid Complexity: 1.0956
         Operator Complexity: 1.13846
         Total Memory Usage: 0.0299219 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   4.511712e+00
              0             1.82349   1.291463e-01         0.0286
              1              1.8235   1.250888e-02         0.0969
              2              1.8235   2.261391e-03         0.1808
              3              1.8235   5.157794e-04         0.2281
              4              1.8235   1.183744e-04         0.2295
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1213
         Final Residual: 		   1.183744e-04
         Total Reduction in Residual: 	   2.623714e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0224031
    setup: 0.0163512 s
    solve: 0.0060519 s
    solve(per iteration): 0.00121038 s
resid in solve_pyamgx: 1.18e-04
time solve_pyamgx: 2.69e-02
time u: 3.29e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.922632e+00
              0             1.82349   7.488091e-02         0.0256
              1              1.8235   3.191766e-03         0.0426
              2              1.8235   4.973789e-04         0.1558
              3              1.8235   8.842260e-05         0.1778
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0742
         Final Residual: 		   8.842260e-05
         Total Reduction in Residual: 	   3.025444e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0212282
    setup: 0.0163512 s
    solve: 0.00487696 s
    solve(per iteration): 0.00121924 s
resid in solve_pyamgx: 8.84e-05
time solve_pyamgx: 5.37e-03
time v: 7.62e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.835170e+00
              0             1.82349   9.201624e-02         0.0240
              1              1.8235   7.138634e-03         0.0776
              2              1.8235   1.307596e-03         0.1832
              3              1.8235   2.981581e-04         0.2280
              4              1.8235   7.207220e-05         0.2417
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1134
         Final Residual: 		   7.207220e-05
         Total Reduction in Residual: 	   1.879244e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0223898
    setup: 0.0163512 s
    solve: 0.00603859 s
    solve(per iteration): 0.00120772 s
resid in solve_pyamgx: 7.21e-05
time solve_pyamgx: 6.46e-03
time w: 8.11e-03
area_out 3.2
flow_in 86.76586881112289 flow_out 86.76453565628653 area_out 3.2 flow_out_new 86.76586881112286 uinc: 0.0004166108863623563
xp.sum(su3d) 3.8258285428582894e-13
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.193956e+00
              0             1.82349   1.509514e+00         0.4726
              1              1.8235   7.173944e-01         0.4752
              2              1.8235   3.418916e-01         0.4766
              3              1.8235   1.668875e-01         0.4881
              4              1.8235   8.386964e-02         0.5026
              5              1.8235   4.189233e-02         0.4995
              6              1.8235   2.094376e-02         0.4999
              7              1.8235   1.068039e-02         0.5100
              8              1.8235   5.595555e-03         0.5239
              9              1.8235   2.960118e-03         0.5290
             10              1.8235   1.966351e-03         0.6643
             11              1.8235   1.126387e-03         0.5728
             12              1.8235   6.040771e-04         0.5363
             13              1.8235   3.153366e-04         0.5220
             14              1.8235   1.676945e-04         0.5318
             15              1.8235   8.980639e-05         0.5355
         --------------------------------------------------------------
         Total Iterations: 16
         Avg Convergence Rate: 		         0.5195
         Final Residual: 		   8.980639e-05
         Total Reduction in Residual: 	   2.811760e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.179986
    setup: 0.138297 s
    solve: 0.0416891 s
    solve(per iteration): 0.00260557 s
resid in solve_px: 8.98e-05
time p: 4.93e-02
time Smag or Wale: 7.15e-07

comm_min_pans:  -1.04e+03, pk_max: 1.13e+03, u2prim_max: 3.79e+00, v2prim_max: 1.15e+00, w2prim_max: 2.31e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.4956979426730964 1.0107347864834129 0.6495351291622378
yplus, min,max,mean 25.76722789934363 52.53972499596986 33.763948285721526
uplus, min,max,mean 15.532559144532396 34.41889277924096 25.06234779576428
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        66529            694891  0.000157         0.0181
           2(D)         6596            140136   0.00322        0.00338
           3(D)          154               428     0.018       1.42e-05
         --------------------------------------------------------------
         Grid Complexity: 1.30979
         Operator Complexity: 1.51758
         Total Memory Usage: 0.0458212 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.905824e+00
              0             1.82349   4.215817e-02         0.0108
              1              1.8235   8.018770e-03         0.1902
              2              1.8235   2.069697e-03         0.2581
              3              1.8235   5.697747e-04         0.2753
              4              1.8235   1.611482e-04         0.2828
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1328
         Final Residual: 		   1.611482e-04
         Total Reduction in Residual: 	   4.125843e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0324202
    setup: 0.025174 s
    solve: 0.00724621 s
    solve(per iteration): 0.00144924 s
resid in solve_pyamgx: 1.61e-04
time solve_pyamgx: 3.68e-02
time k: 4.93e-02
modify_eps, ustar[-2,-2],[2,2] 0.6299173072320612 0.6311650413939057
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        66496            693174  0.000157         0.0181
           2(D)         6560            139524   0.00324        0.00336
           3(D)          127               305    0.0189       1.06e-05
         --------------------------------------------------------------
         Grid Complexity: 1.30938
         Operator Complexity: 1.51606
         Total Memory Usage: 0.0457616 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   6.226288e+02
              0             1.82349   1.528199e+00         0.0025
              1              1.8235   3.298698e-01         0.2159
              2              1.8235   7.782735e-02         0.2359
              3              1.8235   1.980462e-02         0.2545
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0751
         Final Residual: 		   1.980462e-02
         Total Reduction in Residual: 	   3.180808e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0312543
    setup: 0.0254317 s
    solve: 0.00582256 s
    solve(per iteration): 0.00145564 s
resid in solve_pyamgx: 1.98e-02
time solve_pyamgx: 3.55e-02
time eps: 4.26e-02

--time step: 102, iter:0, max residual:3.32e-07, u:9.25e-08, v:6.91e-08, w:5.63e-08, p:3.32e-07, k:9.84e-11, eps:9.44e-12, om:0.00e+00


monitor time step: 102, iter:0, u: 1.40e+01, v:-1.16e-01, w:-1.09e+00, p: 4.77e+00, k: 1.23e+00, eps: 1.72e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  0, umax: 3.30e+01, vismax: 8.90e+02, kmin: 2.49e-02, epsmin: 2.72e-01, ommin: 1.00e+00, fkmax: 4.83e+00

time one iteration: 1.98e-01
modify_u, ustar[-2,-2],[2,2] 0.6299173072320612 0.6311650413939057
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05          0.024
           1(D)        20382            216562  0.000521        0.00563
           2(D)         2171              9617   0.00204        0.00028
         --------------------------------------------------------------
         Grid Complexity: 1.09534
         Operator Complexity: 1.13752
         Total Memory Usage: 0.0298841 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   8.844138e-02
              0             1.82349   2.918902e-03         0.0330
              1              1.8235   3.272852e-04         0.1121
              2              1.8235   5.641459e-05         0.1724
              3              1.8235   1.346290e-05         0.2386
              4              1.8235   3.431662e-06         0.2549
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1312
         Final Residual: 		   3.431662e-06
         Total Reduction in Residual: 	   3.880154e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.022499
    setup: 0.0163906 s
    solve: 0.00610848 s
    solve(per iteration): 0.0012217 s
resid in solve_pyamgx: 3.43e-06
time solve_pyamgx: 2.68e-02
time u: 3.13e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.664963e-02
              0             1.82349   1.696600e-03         0.0299
              1              1.8235   1.864794e-04         0.1099
              2              1.8235   3.352610e-05         0.1798
              3              1.8235   8.595235e-06         0.2564
              4              1.8235   2.279863e-06         0.2652
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1321
         Final Residual: 		   2.279863e-06
         Total Reduction in Residual: 	   4.024497e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0224453
    setup: 0.0163906 s
    solve: 0.00605478 s
    solve(per iteration): 0.00121096 s
resid in solve_pyamgx: 2.28e-06
time solve_pyamgx: 6.49e-03
time v: 8.83e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   6.367687e-02
              0             1.82349   2.019544e-03         0.0317
              1              1.8235   2.345614e-04         0.1161
              2              1.8235   3.926327e-05         0.1674
              3              1.8235   9.454959e-06         0.2408
              4              1.8235   2.389171e-06         0.2527
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1303
         Final Residual: 		   2.389171e-06
         Total Reduction in Residual: 	   3.752024e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0224857
    setup: 0.0163906 s
    solve: 0.0060951 s
    solve(per iteration): 0.00121902 s
resid in solve_pyamgx: 2.39e-06
time solve_pyamgx: 6.54e-03
time w: 8.17e-03
area_out 3.2
flow_in 86.76586881112289 flow_out 86.76453557608852 area_out 3.2 flow_out_new 86.76586881112287 uinc: 0.00041663594823937444
xp.sum(su3d) 3.133493464702042e-12
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   9.654288e-01
              0             1.82349   5.848955e-01         0.6058
              1              1.8235   2.781661e-01         0.4756
              2              1.8235   1.334848e-01         0.4799
              3              1.8235   6.510959e-02         0.4878
              4              1.8235   3.237704e-02         0.4973
              5              1.8235   1.638307e-02         0.5060
              6              1.8235   8.432219e-03         0.5147
              7              1.8235   4.405450e-03         0.5225
              8              1.8235   2.336389e-03         0.5303
              9              1.8235   1.260476e-03         0.5395
             10              1.8235   8.480986e-04         0.6728
             11              1.8235   4.888749e-04         0.5764
             12              1.8235   2.656630e-04         0.5434
             13              1.8235   1.367052e-04         0.5146
             14              1.8235   7.053911e-05         0.5160
             15              1.8235   3.585838e-05         0.5083
         --------------------------------------------------------------
         Total Iterations: 16
         Avg Convergence Rate: 		         0.5286
         Final Residual: 		   3.585838e-05
         Total Reduction in Residual: 	   3.714244e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.180102
    setup: 0.138297 s
    solve: 0.0418051 s
    solve(per iteration): 0.00261282 s
resid in solve_px: 3.59e-05
time p: 4.96e-02
time Smag or Wale: 7.15e-07

comm_min_pans:  -1.06e+03, pk_max: 1.13e+03, u2prim_max: 3.79e+00, v2prim_max: 1.15e+00, w2prim_max: 2.31e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.495874351485155 1.0108911153881477 0.6496929272823868
yplus, min,max,mean 25.776397931479035 52.547851240137504 33.77215090222229
uplus, min,max,mean 15.534177231842664 31.32858486228902 25.056189682711665
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        66460            693074  0.000157         0.0181
           2(D)         6561            141513   0.00329        0.00341
           3(D)          155               415    0.0173       1.39e-05
         --------------------------------------------------------------
         Grid Complexity: 1.30935
         Operator Complexity: 1.5173
         Total Memory Usage: 0.0458057 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.414169e+00
              0             1.82349   2.355021e-02         0.0069
              1              1.8235   1.785011e-03         0.0758
              2              1.8235   1.956223e-04         0.1096
              3              1.8235   5.273646e-05         0.2696
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0627
         Final Residual: 		   5.273646e-05
         Total Reduction in Residual: 	   1.544635e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.031136
    setup: 0.0252764 s
    solve: 0.00585955 s
    solve(per iteration): 0.00146489 s
resid in solve_pyamgx: 5.27e-05
time solve_pyamgx: 3.55e-02
time k: 4.81e-02
modify_eps, ustar[-2,-2],[2,2] 0.6299206317279276 0.6311710721115342
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        66538            694706  0.000157         0.0181
           2(D)         6530            137924   0.00323        0.00333
           3(D)          117               341    0.0249       1.11e-05
         --------------------------------------------------------------
         Grid Complexity: 1.30939
         Operator Complexity: 1.51605
         Total Memory Usage: 0.0457611 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   1.931352e+02
              0             1.82349   1.432935e-01         0.0007
              1              1.8235   3.394557e-02         0.2369
              2              1.8235   8.129040e-03         0.2395
         --------------------------------------------------------------
         Total Iterations: 3
         Avg Convergence Rate: 		         0.0348
         Final Residual: 		   8.129040e-03
         Total Reduction in Residual: 	   4.208990e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0296048
    setup: 0.025132 s
    solve: 0.00447283 s
    solve(per iteration): 0.00149094 s
resid in solve_pyamgx: 8.13e-03
time solve_pyamgx: 3.40e-02
time eps: 4.09e-02

--time step: 102, iter:1, max residual:1.30e-07, u:2.68e-09, v:1.78e-09, w:1.87e-09, p:1.30e-07, k:3.22e-11, eps:3.88e-12, om:0.00e+00


monitor time step: 102, iter:1, u: 1.40e+01, v:-1.10e-01, w:-1.09e+00, p: 4.84e+00, k: 1.23e+00, eps: 1.72e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  1, umax: 3.30e+01, vismax: 8.82e+02, kmin: 2.49e-02, epsmin: 2.72e-01, ommin: 1.00e+00, fkmax: 5.10e+00

time one iteration: 1.95e-01
vismean_mean 1.553398058252427e-18
modify_u, ustar[-2,-2],[2,2] 0.6299206317279276 0.6311710721115342
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05          0.024
           1(D)        20453            218125  0.000521        0.00567
           2(D)         2198             10124    0.0021       0.000292
         --------------------------------------------------------------
         Grid Complexity: 1.09576
         Operator Complexity: 1.13878
         Total Memory Usage: 0.0299353 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   4.540059e+00
              0             1.82349   1.302338e-01         0.0287
              1              1.8235   1.260465e-02         0.0968
              2              1.8235   2.283810e-03         0.1812
              3              1.8235   5.101248e-04         0.2234
              4              1.8235   1.114503e-04         0.2185
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1197
         Final Residual: 		   1.114503e-04
         Total Reduction in Residual: 	   2.454821e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0224959
    setup: 0.0163922 s
    solve: 0.00610371 s
    solve(per iteration): 0.00122074 s
resid in solve_pyamgx: 1.11e-04
time solve_pyamgx: 2.69e-02
time u: 3.30e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.939182e+00
              0             1.82349   7.547180e-02         0.0257
              1              1.8235   3.228309e-03         0.0428
              2              1.8235   5.053578e-04         0.1565
              3              1.8235   9.091343e-05         0.1799
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0746
         Final Residual: 		   9.091343e-05
         Total Reduction in Residual: 	   3.093154e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.021261
    setup: 0.0163922 s
    solve: 0.00486883 s
    solve(per iteration): 0.00121721 s
resid in solve_pyamgx: 9.09e-05
time solve_pyamgx: 5.34e-03
time v: 7.72e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.857406e+00
              0             1.82349   9.273243e-02         0.0240
              1              1.8235   7.104765e-03         0.0766
              2              1.8235   1.295513e-03         0.1823
              3              1.8235   3.017377e-04         0.2329
              4              1.8235   7.191630e-05         0.2383
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1133
         Final Residual: 		   7.191630e-05
         Total Reduction in Residual: 	   1.864370e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0224744
    setup: 0.0163922 s
    solve: 0.00608221 s
    solve(per iteration): 0.00121644 s
resid in solve_pyamgx: 7.19e-05
time solve_pyamgx: 6.52e-03
time w: 8.17e-03
area_out 3.2
flow_in 86.76586881112287 flow_out 86.76453562824666 area_out 3.2 flow_out_new 86.76586881112284 uinc: 0.00041661964881534175
xp.sum(su3d) 2.6287416687864607e-11
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.221682e+00
              0             1.82349   1.510079e+00         0.4687
              1              1.8235   7.170738e-01         0.4749
              2              1.8235   3.424476e-01         0.4776
              3              1.8235   1.668737e-01         0.4873
              4              1.8235   8.386228e-02         0.5025
              5              1.8235   4.180170e-02         0.4985
              6              1.8235   2.094994e-02         0.5012
              7              1.8235   1.078105e-02         0.5146
              8              1.8235   5.683356e-03         0.5272
              9              1.8235   3.035177e-03         0.5340
             10              1.8235   2.034244e-03         0.6702
             11              1.8235   1.182996e-03         0.5815
             12              1.8235   6.396956e-04         0.5407
             13              1.8235   3.375825e-04         0.5277
             14              1.8235   1.816668e-04         0.5381
             15              1.8235   9.796678e-05         0.5393
         --------------------------------------------------------------
         Total Iterations: 16
         Avg Convergence Rate: 		         0.5220
         Final Residual: 		   9.796678e-05
         Total Reduction in Residual: 	   3.040858e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.180225
    setup: 0.138297 s
    solve: 0.0419281 s
    solve(per iteration): 0.00262051 s
resid in solve_px: 9.80e-05
time p: 4.95e-02
time Smag or Wale: 9.54e-07

comm_min_pans:  -1.04e+03, pk_max: 1.12e+03, u2prim_max: 3.80e+00, v2prim_max: 1.14e+00, w2prim_max: 2.30e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.49587628384853316 1.0109538366461257 0.6497445008624053
yplus, min,max,mean 25.776498379036433 52.55111159853185 33.77483178522688
uplus, min,max,mean 15.558059609896581 32.50229891970969 25.060769669738335
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        66296            692508  0.000158          0.018
           2(D)         6603            142039   0.00326        0.00342
           3(D)          149               407    0.0183       1.36e-05
         --------------------------------------------------------------
         Grid Complexity: 1.30881
         Operator Complexity: 1.51727
         Total Memory Usage: 0.045798 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   4.013140e+00
              0             1.82349   4.272007e-02         0.0106
              1              1.8235   8.140119e-03         0.1905
              2              1.8235   2.051530e-03         0.2520
              3              1.8235   5.523087e-04         0.2692
              4              1.8235   1.508332e-04         0.2731
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1303
         Final Residual: 		   1.508332e-04
         Total Reduction in Residual: 	   3.758484e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0325783
    setup: 0.0253338 s
    solve: 0.00724454 s
    solve(per iteration): 0.00144891 s
resid in solve_pyamgx: 1.51e-04
time solve_pyamgx: 3.69e-02
time k: 4.96e-02
modify_eps, ustar[-2,-2],[2,2] 0.6299281445820935 0.6311902700296105
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        66403            693357  0.000157         0.0181
           2(D)         6466            137644   0.00329        0.00332
           3(D)          112               298    0.0238          1e-05
         --------------------------------------------------------------
         Grid Complexity: 1.30853
         Operator Complexity: 1.51501
         Total Memory Usage: 0.0457131 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   6.154453e+02
              0             1.82349   1.541779e+00         0.0025
              1              1.8235   3.192431e-01         0.2071
              2              1.8235   7.299906e-02         0.2287
              3              1.8235   1.774809e-02         0.2431
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0733
         Final Residual: 		   1.774809e-02
         Total Reduction in Residual: 	   2.883781e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0309211
    setup: 0.0251111 s
    solve: 0.00580998 s
    solve(per iteration): 0.0014525 s
resid in solve_pyamgx: 1.77e-02
time solve_pyamgx: 3.53e-02
time eps: 4.23e-02

--time step: 103, iter:0, max residual:3.40e-07, u:8.71e-08, v:7.10e-08, w:5.62e-08, p:3.40e-07, k:9.21e-11, eps:8.46e-12, om:0.00e+00


monitor time step: 103, iter:0, u: 1.40e+01, v:-1.28e-01, w:-8.89e-01, p: 5.74e+00, k: 1.23e+00, eps: 1.72e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  0, umax: 3.30e+01, vismax: 8.82e+02, kmin: 2.46e-02, epsmin: 2.70e-01, ommin: 1.00e+00, fkmax: 4.71e+00

time one iteration: 1.98e-01
modify_u, ustar[-2,-2],[2,2] 0.6299281445820935 0.6311902700296105
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05          0.024
           1(D)        20384            216594  0.000521        0.00563
           2(D)         2184             10020    0.0021       0.000289
         --------------------------------------------------------------
         Grid Complexity: 1.09541
         Operator Complexity: 1.13778
         Total Memory Usage: 0.0298945 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   8.949080e-02
              0             1.82349   2.958253e-03         0.0331
              1              1.8235   3.310479e-04         0.1119
              2              1.8235   5.783831e-05         0.1747
              3              1.8235   1.413829e-05         0.2444
              4              1.8235   3.509448e-06         0.2482
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1314
         Final Residual: 		   3.509448e-06
         Total Reduction in Residual: 	   3.921574e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0230882
    setup: 0.0170271 s
    solve: 0.00606109 s
    solve(per iteration): 0.00121222 s
resid in solve_pyamgx: 3.51e-06
time solve_pyamgx: 2.74e-02
time u: 3.19e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.641446e-02
              0             1.82349   1.694947e-03         0.0300
              1              1.8235   1.892292e-04         0.1116
              2              1.8235   3.511996e-05         0.1856
              3              1.8235   9.225045e-06         0.2627
              4              1.8235   2.548210e-06         0.2762
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1352
         Final Residual: 		   2.548210e-06
         Total Reduction in Residual: 	   4.516944e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0231091
    setup: 0.0170271 s
    solve: 0.00608198 s
    solve(per iteration): 0.0012164 s
resid in solve_pyamgx: 2.55e-06
time solve_pyamgx: 6.51e-03
time v: 8.88e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   6.407006e-02
              0             1.82349   2.023882e-03         0.0316
              1              1.8235   2.340772e-04         0.1157
              2              1.8235   3.945573e-05         0.1686
              3              1.8235   9.544119e-06         0.2419
              4              1.8235   2.486330e-06         0.2605
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1312
         Final Residual: 		   2.486330e-06
         Total Reduction in Residual: 	   3.880642e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0230442
    setup: 0.0170271 s
    solve: 0.00601715 s
    solve(per iteration): 0.00120343 s
resid in solve_pyamgx: 2.49e-06
time solve_pyamgx: 6.50e-03
time w: 8.15e-03
area_out 3.2
flow_in 86.76586881112287 flow_out 86.76453555158963 area_out 3.2 flow_out_new 86.76586881112287 uinc: 0.0004166436041375121
xp.sum(su3d) 1.935074323000663e-11
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   9.722798e-01
              0             1.82349   5.870476e-01         0.6038
              1              1.8235   2.805799e-01         0.4780
              2              1.8235   1.350377e-01         0.4813
              3              1.8235   6.587139e-02         0.4878
              4              1.8235   3.283242e-02         0.4984
              5              1.8235   1.663336e-02         0.5066
              6              1.8235   8.543911e-03         0.5137
              7              1.8235   4.453166e-03         0.5212
              8              1.8235   2.346624e-03         0.5270
              9              1.8235   1.259192e-03         0.5366
             10              1.8235   8.436076e-04         0.6700
             11              1.8235   4.845719e-04         0.5744
             12              1.8235   2.625676e-04         0.5419
             13              1.8235   1.352053e-04         0.5149
             14              1.8235   6.980141e-05         0.5163
             15              1.8235   3.566984e-05         0.5110
         --------------------------------------------------------------
         Total Iterations: 16
         Avg Convergence Rate: 		         0.5282
         Final Residual: 		   3.566984e-05
         Total Reduction in Residual: 	   3.668680e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.18017
    setup: 0.138297 s
    solve: 0.0418731 s
    solve(per iteration): 0.00261707 s
resid in solve_px: 3.57e-05
time p: 4.96e-02
time Smag or Wale: 4.77e-07

comm_min_pans:  -1.06e+03, pk_max: 1.12e+03, u2prim_max: 3.80e+00, v2prim_max: 1.14e+00, w2prim_max: 2.30e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.49624179074754704 1.011694030677799 0.6499220699269098
yplus, min,max,mean 25.79549805354564 52.589588151815505 33.78406212927126
uplus, min,max,mean 15.560506310320852 32.56921471261982 25.053480352446442
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        66488            694790  0.000157         0.0181
           2(D)         6654            144188   0.00326        0.00347
           3(D)          140               410    0.0209       1.34e-05
         --------------------------------------------------------------
         Grid Complexity: 1.3098
         Operator Complexity: 1.52002
         Total Memory Usage: 0.0459094 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.509501e+00
              0             1.82349   2.173499e-02         0.0062
              1              1.8235   1.478320e-03         0.0680
              2              1.8235   1.770187e-04         0.1197
              3              1.8235   5.181730e-05         0.2927
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0620
         Final Residual: 		   5.181730e-05
         Total Reduction in Residual: 	   1.476486e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0311801
    setup: 0.02533 s
    solve: 0.00585014 s
    solve(per iteration): 0.00146254 s
resid in solve_pyamgx: 5.18e-05
time solve_pyamgx: 3.56e-02
time k: 4.82e-02
modify_eps, ustar[-2,-2],[2,2] 0.629931267328415 0.6311977797976905
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        66613            694785  0.000157         0.0181
           2(D)         6577            138657   0.00321        0.00335
           3(D)          129               401    0.0241       1.28e-05
         --------------------------------------------------------------
         Grid Complexity: 1.30996
         Operator Complexity: 1.51659
         Total Memory Usage: 0.0457875 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.042041e+02
              0             1.82349   1.497121e-01         0.0007
              1              1.8235   3.580865e-02         0.2392
              2              1.8235   8.561187e-03         0.2391
         --------------------------------------------------------------
         Total Iterations: 3
         Avg Convergence Rate: 		         0.0347
         Final Residual: 		   8.561187e-03
         Total Reduction in Residual: 	   4.192467e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0298757
    setup: 0.0253947 s
    solve: 0.00448096 s
    solve(per iteration): 0.00149365 s
resid in solve_pyamgx: 8.56e-03
time solve_pyamgx: 3.42e-02
time eps: 4.12e-02

--time step: 103, iter:1, max residual:1.30e-07, u:2.74e-09, v:1.99e-09, w:1.94e-09, p:1.30e-07, k:3.16e-11, eps:4.08e-12, om:0.00e+00


monitor time step: 103, iter:1, u: 1.40e+01, v:-1.22e-01, w:-8.84e-01, p: 5.81e+00, k: 1.23e+00, eps: 1.72e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  1, umax: 3.30e+01, vismax: 8.83e+02, kmin: 2.46e-02, epsmin: 2.70e-01, ommin: 1.00e+00, fkmax: 4.99e+00

time one iteration: 1.96e-01
vismean_mean 1.5384615384615383e-18
modify_u, ustar[-2,-2],[2,2] 0.629931267328415 0.6311977797976905
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05          0.024
           1(D)        20486            217754  0.000519        0.00566
           2(D)         2158              9776    0.0021       0.000283
         --------------------------------------------------------------
         Grid Complexity: 1.09573
         Operator Complexity: 1.13834
         Total Memory Usage: 0.0299192 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   4.568412e+00
              0             1.82349   1.312471e-01         0.0287
              1              1.8235   1.256156e-02         0.0957
              2              1.8235   2.266286e-03         0.1804
              3              1.8235   5.126259e-04         0.2262
              4              1.8235   1.123482e-04         0.2192
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1197
         Final Residual: 		   1.123482e-04
         Total Reduction in Residual: 	   2.459239e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0230578
    setup: 0.0169896 s
    solve: 0.00606822 s
    solve(per iteration): 0.00121364 s
resid in solve_pyamgx: 1.12e-04
time solve_pyamgx: 2.74e-02
time u: 3.36e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.956089e+00
              0             1.82349   7.607473e-02         0.0257
              1              1.8235   3.268221e-03         0.0430
              2              1.8235   5.182898e-04         0.1586
              3              1.8235   9.331227e-05         0.1800
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0750
         Final Residual: 		   9.331227e-05
         Total Reduction in Residual: 	   3.156612e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0218474
    setup: 0.0169896 s
    solve: 0.00485782 s
    solve(per iteration): 0.00121446 s
resid in solve_pyamgx: 9.33e-05
time solve_pyamgx: 5.35e-03
time v: 7.59e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.879923e+00
              0             1.82349   9.338425e-02         0.0241
              1              1.8235   7.162221e-03         0.0767
              2              1.8235   1.306070e-03         0.1824
              3              1.8235   3.001563e-04         0.2298
              4              1.8235   7.086545e-05         0.2361
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1128
         Final Residual: 		   7.086545e-05
         Total Reduction in Residual: 	   1.826465e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0230742
    setup: 0.0169896 s
    solve: 0.00608464 s
    solve(per iteration): 0.00121693 s
resid in solve_pyamgx: 7.09e-05
time solve_pyamgx: 6.57e-03
time w: 8.24e-03
area_out 3.2
flow_in 86.7658688111229 flow_out 86.76453560351383 area_out 3.2 flow_out_new 86.76586881112287 uinc: 0.0004166273778327678
xp.sum(su3d) -1.652011860642233e-12
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.252802e+00
              0             1.82349   1.518999e+00         0.4670
              1              1.8235   7.240152e-01         0.4766
              2              1.8235   3.455976e-01         0.4773
              3              1.8235   1.680994e-01         0.4864
              4              1.8235   8.467273e-02         0.5037
              5              1.8235   4.232952e-02         0.4999
              6              1.8235   2.137684e-02         0.5050
              7              1.8235   1.119735e-02         0.5238
              8              1.8235   5.995907e-03         0.5355
              9              1.8235   3.264232e-03         0.5444
             10              1.8235   2.220131e-03         0.6801
             11              1.8235   1.316382e-03         0.5929
             12              1.8235   7.177244e-04         0.5452
             13              1.8235   3.804817e-04         0.5301
             14              1.8235   2.045972e-04         0.5377
             15              1.8235   1.098029e-04         0.5367
         --------------------------------------------------------------
         Total Iterations: 16
         Avg Convergence Rate: 		         0.5254
         Final Residual: 		   1.098029e-04
         Total Reduction in Residual: 	   3.375639e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.180054
    setup: 0.138297 s
    solve: 0.0417567 s
    solve(per iteration): 0.00260979 s
resid in solve_px: 1.10e-04
time p: 4.93e-02
time Smag or Wale: 7.15e-07

comm_min_pans:  -1.04e+03, pk_max: 1.11e+03, u2prim_max: 3.81e+00, v2prim_max: 1.14e+00, w2prim_max: 2.29e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.4962950708184109 1.0118793796365035 0.6500056304579396
yplus, min,max,mean 25.798267642866584 52.59922290808278 33.78840574876426
uplus, min,max,mean 15.591508821095374 33.50271901947954 25.05696500739118
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        66345            693123  0.000157         0.0181
           2(D)         6493            140103   0.00332        0.00338
           3(D)          147               357    0.0165       1.24e-05
         --------------------------------------------------------------
         Grid Complexity: 1.30855
         Operator Complexity: 1.51642
         Total Memory Usage: 0.0457641 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.983594e+00
              0             1.82349   4.276536e-02         0.0107
              1              1.8235   7.983576e-03         0.1867
              2              1.8235   1.975986e-03         0.2475
              3              1.8235   5.258568e-04         0.2661
              4              1.8235   1.449883e-04         0.2757
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1295
         Final Residual: 		   1.449883e-04
         Total Reduction in Residual: 	   3.639635e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0325695
    setup: 0.0253317 s
    solve: 0.00723776 s
    solve(per iteration): 0.00144755 s
resid in solve_pyamgx: 1.45e-04
time solve_pyamgx: 3.69e-02
time k: 4.96e-02
modify_eps, ustar[-2,-2],[2,2] 0.629938323982617 0.6312208554088162
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        66408            693868  0.000157         0.0181
           2(D)         6443            137053    0.0033        0.00331
           3(D)          121               363    0.0248       1.17e-05
         --------------------------------------------------------------
         Grid Complexity: 1.30849
         Operator Complexity: 1.515
         Total Memory Usage: 0.0457122 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   6.287433e+02
              0             1.82349   1.530419e+00         0.0024
              1              1.8235   3.062042e-01         0.2001
              2              1.8235   7.002603e-02         0.2287
              3              1.8235   1.681529e-02         0.2401
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0719
         Final Residual: 		   1.681529e-02
         Total Reduction in Residual: 	   2.674429e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0310549
    setup: 0.0252068 s
    solve: 0.0058481 s
    solve(per iteration): 0.00146202 s
resid in solve_pyamgx: 1.68e-02
time solve_pyamgx: 3.55e-02
time eps: 4.25e-02

--time step: 104, iter:0, max residual:3.60e-07, u:8.78e-08, v:7.29e-08, w:5.54e-08, p:3.60e-07, k:8.85e-11, eps:8.02e-12, om:0.00e+00


monitor time step: 104, iter:0, u: 1.40e+01, v:-1.40e-01, w:-6.77e-01, p: 6.69e+00, k: 1.23e+00, eps: 1.72e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  0, umax: 3.30e+01, vismax: 8.82e+02, kmin: 2.43e-02, epsmin: 2.69e-01, ommin: 1.00e+00, fkmax: 4.75e+00

time one iteration: 1.99e-01
modify_u, ustar[-2,-2],[2,2] 0.629938323982617 0.6312208554088162
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05          0.024
           1(D)        20459            217519   0.00052        0.00566
           2(D)         2154              9604   0.00207       0.000279
         --------------------------------------------------------------
         Grid Complexity: 1.0956
         Operator Complexity: 1.13809
         Total Memory Usage: 0.0299085 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   8.972377e-02
              0             1.82349   2.955779e-03         0.0329
              1              1.8235   3.288149e-04         0.1112
              2              1.8235   5.723602e-05         0.1741
              3              1.8235   1.374957e-05         0.2402
              4              1.8235   3.381916e-06         0.2460
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1304
         Final Residual: 		   3.381916e-06
         Total Reduction in Residual: 	   3.769253e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0225044
    setup: 0.0164166 s
    solve: 0.00608771 s
    solve(per iteration): 0.00121754 s
resid in solve_pyamgx: 3.38e-06
time solve_pyamgx: 2.70e-02
time u: 3.15e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.642419e-02
              0             1.82349   1.699130e-03         0.0301
              1              1.8235   1.929644e-04         0.1136
              2              1.8235   3.606235e-05         0.1869
              3              1.8235   9.525737e-06         0.2641
              4              1.8235   2.694366e-06         0.2829
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1367
         Final Residual: 		   2.694366e-06
         Total Reduction in Residual: 	   4.775197e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0225238
    setup: 0.0164166 s
    solve: 0.00610714 s
    solve(per iteration): 0.00122143 s
resid in solve_pyamgx: 2.69e-06
time solve_pyamgx: 6.62e-03
time v: 8.90e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   6.461547e-02
              0             1.82349   2.034585e-03         0.0315
              1              1.8235   2.331749e-04         0.1146
              2              1.8235   3.921698e-05         0.1682
              3              1.8235   9.404391e-06         0.2398
              4              1.8235   2.460900e-06         0.2617
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1307
         Final Residual: 		   2.460900e-06
         Total Reduction in Residual: 	   3.808530e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0224762
    setup: 0.0164166 s
    solve: 0.00605952 s
    solve(per iteration): 0.0012119 s
resid in solve_pyamgx: 2.46e-06
time solve_pyamgx: 6.60e-03
time w: 8.28e-03
area_out 3.2
flow_in 86.7658688111229 flow_out 86.76453552911218 area_out 3.2 flow_out_new 86.76586881112289 uinc: 0.000416650628349835
xp.sum(su3d) -3.979483409466411e-12
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   9.819456e-01
              0             1.82349   5.914062e-01         0.6023
              1              1.8235   2.827553e-01         0.4781
              2              1.8235   1.362097e-01         0.4817
              3              1.8235   6.625710e-02         0.4864
              4              1.8235   3.315017e-02         0.5003
              5              1.8235   1.680685e-02         0.5070
              6              1.8235   8.641630e-03         0.5142
              7              1.8235   4.500134e-03         0.5208
              8              1.8235   2.365529e-03         0.5257
              9              1.8235   1.265684e-03         0.5351
             10              1.8235   8.451028e-04         0.6677
             11              1.8235   4.846689e-04         0.5735
             12              1.8235   2.619344e-04         0.5404
             13              1.8235   1.352878e-04         0.5165
             14              1.8235   6.999828e-05         0.5174
             15              1.8235   3.596983e-05         0.5139
         --------------------------------------------------------------
         Total Iterations: 16
         Avg Convergence Rate: 		         0.5281
         Final Residual: 		   3.596983e-05
         Total Reduction in Residual: 	   3.663119e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.180066
    setup: 0.138297 s
    solve: 0.0417695 s
    solve(per iteration): 0.00261059 s
resid in solve_px: 3.60e-05
time p: 4.95e-02
time Smag or Wale: 4.77e-07

comm_min_pans:  -1.05e+03, pk_max: 1.11e+03, u2prim_max: 3.81e+00, v2prim_max: 1.14e+00, w2prim_max: 2.29e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.4968533329010906 1.0127087924852176 0.6501617494387376
yplus, min,max,mean 25.82728706189907 52.642337208255604 33.79652108072619
uplus, min,max,mean 15.595281299931699 33.56322726595758 25.050281546730076
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 5
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        66436            694044  0.000157         0.0181
           2(D)         6646            142546   0.00323        0.00344
           3(D)          156               474    0.0195       1.65e-05
           4(D)            2                 2       0.5       1.19e-07
         --------------------------------------------------------------
         Grid Complexity: 1.30963
         Operator Complexity: 1.51858
         Total Memory Usage: 0.0458563 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.762951e+00
              0             1.82349   2.091220e-02         0.0056
              1              1.8235   1.416568e-03         0.0677
              2              1.8235   1.706710e-04         0.1205
         --------------------------------------------------------------
         Total Iterations: 3
         Avg Convergence Rate: 		         0.0357
         Final Residual: 		   1.706710e-04
         Total Reduction in Residual: 	   4.535563e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0306992
    setup: 0.0261076 s
    solve: 0.00459162 s
    solve(per iteration): 0.00153054 s
resid in solve_pyamgx: 1.71e-04
time solve_pyamgx: 3.51e-02
time k: 4.77e-02
modify_eps, ustar[-2,-2],[2,2] 0.6299412513765866 0.6312295488541666
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        66408            693750  0.000157         0.0181
           2(D)         6517            136919   0.00322        0.00331
           3(D)          130               380    0.0225       1.24e-05
         --------------------------------------------------------------
         Grid Complexity: 1.30884
         Operator Complexity: 1.51485
         Total Memory Usage: 0.0457112 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.917349e+02
              0             1.82349   1.824287e-01         0.0006
              1              1.8235   4.261170e-02         0.2336
              2              1.8235   9.987155e-03         0.2344
         --------------------------------------------------------------
         Total Iterations: 3
         Avg Convergence Rate: 		         0.0325
         Final Residual: 		   9.987155e-03
         Total Reduction in Residual: 	   3.423366e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0299305
    setup: 0.0255071 s
    solve: 0.00442342 s
    solve(per iteration): 0.00147447 s
resid in solve_pyamgx: 9.99e-03
time solve_pyamgx: 3.43e-02
time eps: 4.13e-02

--time step: 104, iter:1, max residual:1.31e-07, u:2.64e-09, v:2.10e-09, w:1.92e-09, p:1.31e-07, k:1.04e-10, eps:4.76e-12, om:0.00e+00


monitor time step: 104, iter:1, u: 1.40e+01, v:-1.34e-01, w:-6.70e-01, p: 6.76e+00, k: 1.23e+00, eps: 1.72e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  1, umax: 3.30e+01, vismax: 8.75e+02, kmin: 2.43e-02, epsmin: 2.69e-01, ommin: 1.00e+00, fkmax: 4.97e+00

time one iteration: 1.95e-01
vismean_mean 1.5238095238095236e-18
modify_u, ustar[-2,-2],[2,2] 0.6299412513765866 0.6312295488541666
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05          0.024
           1(D)        20445            217357   0.00052        0.00565
           2(D)         2171              9809   0.00208       0.000284
         --------------------------------------------------------------
         Grid Complexity: 1.09561
         Operator Complexity: 1.13812
         Total Memory Usage: 0.0299095 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   4.596608e+00
              0             1.82349   1.324474e-01         0.0288
              1              1.8235   1.279402e-02         0.0966
              2              1.8235   2.281024e-03         0.1783
              3              1.8235   5.026127e-04         0.2203
              4              1.8235   1.116054e-04         0.2221
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1194
         Final Residual: 		   1.116054e-04
         Total Reduction in Residual: 	   2.427994e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0232052
    setup: 0.0171308 s
    solve: 0.00607437 s
    solve(per iteration): 0.00121487 s
resid in solve_pyamgx: 1.12e-04
time solve_pyamgx: 2.76e-02
time u: 3.36e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.973392e+00
              0             1.82349   7.665786e-02         0.0258
              1              1.8235   3.263304e-03         0.0426
              2              1.8235   5.097153e-04         0.1562
              3              1.8235   9.079091e-05         0.1781
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0743
         Final Residual: 		   9.079091e-05
         Total Reduction in Residual: 	   3.053446e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0219979
    setup: 0.0171308 s
    solve: 0.00486707 s
    solve(per iteration): 0.00121677 s
resid in solve_pyamgx: 9.08e-05
time solve_pyamgx: 5.27e-03
time v: 7.46e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.902445e+00
              0             1.82349   9.405431e-02         0.0241
              1              1.8235   7.118244e-03         0.0757
              2              1.8235   1.291398e-03         0.1814
              3              1.8235   2.999833e-04         0.2323
              4              1.8235   7.254046e-05         0.2418
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1132
         Final Residual: 		   7.254046e-05
         Total Reduction in Residual: 	   1.858846e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0231997
    setup: 0.0171308 s
    solve: 0.00606893 s
    solve(per iteration): 0.00121379 s
resid in solve_pyamgx: 7.25e-05
time solve_pyamgx: 6.56e-03
time w: 8.25e-03
area_out 3.2
flow_in 86.76586881112286 flow_out 86.76453557822884 area_out 3.2 flow_out_new 86.76586881112286 uinc: 0.0004166352793788519
xp.sum(su3d) 2.064748372276881e-11
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.291404e+00
              0             1.82349   1.534588e+00         0.4662
              1              1.8235   7.324140e-01         0.4773
              2              1.8235   3.494685e-01         0.4771
              3              1.8235   1.700429e-01         0.4866
              4              1.8235   8.607756e-02         0.5062
              5              1.8235   4.327324e-02         0.5027
              6              1.8235   2.215523e-02         0.5120
              7              1.8235   1.186165e-02         0.5354
              8              1.8235   6.474866e-03         0.5459
              9              1.8235   3.593151e-03         0.5549
             10              1.8235   2.471868e-03         0.6879
             11              1.8235   1.485744e-03         0.6011
             12              1.8235   8.140637e-04         0.5479
             13              1.8235   4.311187e-04         0.5296
             14              1.8235   2.302703e-04         0.5341
             15              1.8235   1.223129e-04         0.5312
         --------------------------------------------------------------
         Total Iterations: 16
         Avg Convergence Rate: 		         0.5286
         Final Residual: 		   1.223129e-04
         Total Reduction in Residual: 	   3.716131e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.180099
    setup: 0.138297 s
    solve: 0.0418017 s
    solve(per iteration): 0.0026126 s
resid in solve_px: 1.22e-04
time p: 4.95e-02
time Smag or Wale: 4.77e-07

comm_min_pans:  -1.04e+03, pk_max: 1.12e+03, u2prim_max: 3.81e+00, v2prim_max: 1.14e+00, w2prim_max: 2.27e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.4969519175811827 1.0128498044984164 0.6502264103312717
yplus, min,max,mean 25.832411662387862 52.649667254172364 33.79988226464621
uplus, min,max,mean 15.633214668929812 34.15482923691305 25.05431092184593
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        66443            694503  0.000157         0.0181
           2(D)         6649            144363   0.00327        0.00348
           3(D)          127               305    0.0189       1.06e-05
         --------------------------------------------------------------
         Grid Complexity: 1.30954
         Operator Complexity: 1.51989
         Total Memory Usage: 0.0459014 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.738665e+00
              0             1.82349   4.298403e-02         0.0115
              1              1.8235   7.898275e-03         0.1837
              2              1.8235   1.903940e-03         0.2411
              3              1.8235   4.872533e-04         0.2559
              4              1.8235   1.352939e-04         0.2777
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1293
         Final Residual: 		   1.352939e-04
         Total Reduction in Residual: 	   3.618775e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.032453
    setup: 0.0251761 s
    solve: 0.0072769 s
    solve(per iteration): 0.00145538 s
resid in solve_pyamgx: 1.35e-04
time solve_pyamgx: 3.68e-02
time k: 4.95e-02
modify_eps, ustar[-2,-2],[2,2] 0.6299478663671767 0.6312551345698344
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        66496            693748  0.000157         0.0181
           2(D)         6490            135868   0.00323        0.00328
           3(D)          124               324    0.0211        1.1e-05
         --------------------------------------------------------------
         Grid Complexity: 1.30908
         Operator Complexity: 1.51417
         Total Memory Usage: 0.0456894 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.531883e+02
              0             1.82349   1.542316e+00         0.0028
              1              1.8235   3.076696e-01         0.1995
              2              1.8235   7.166667e-02         0.2329
              3              1.8235   1.795602e-02         0.2505
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0755
         Final Residual: 		   1.795602e-02
         Total Reduction in Residual: 	   3.245915e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0310929
    setup: 0.0252832 s
    solve: 0.00580973 s
    solve(per iteration): 0.00145243 s
resid in solve_pyamgx: 1.80e-02
time solve_pyamgx: 3.55e-02
time eps: 4.24e-02

--time step: 105, iter:0, max residual:3.91e-07, u:8.72e-08, v:7.09e-08, w:5.67e-08, p:3.91e-07, k:8.26e-11, eps:8.56e-12, om:0.00e+00


monitor time step: 105, iter:0, u: 1.40e+01, v:-1.52e-01, w:-4.56e-01, p: 7.61e+00, k: 1.23e+00, eps: 1.73e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  0, umax: 3.31e+01, vismax: 8.87e+02, kmin: 2.41e-02, epsmin: 2.67e-01, ommin: 1.00e+00, fkmax: 4.78e+00

time one iteration: 1.99e-01
modify_u, ustar[-2,-2],[2,2] 0.6299478663671767 0.6312551345698344
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05          0.024
           1(D)        20439            217253   0.00052        0.00565
           2(D)         2158              9802    0.0021       0.000283
         --------------------------------------------------------------
         Grid Complexity: 1.09553
         Operator Complexity: 1.13805
         Total Memory Usage: 0.0299061 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   9.044403e-02
              0             1.82349   2.975040e-03         0.0329
              1              1.8235   3.263695e-04         0.1097
              2              1.8235   5.669941e-05         0.1737
              3              1.8235   1.351330e-05         0.2383
              4              1.8235   3.302121e-06         0.2444
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1296
         Final Residual: 		   3.302121e-06
         Total Reduction in Residual: 	   3.651011e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0231254
    setup: 0.0170204 s
    solve: 0.00610509 s
    solve(per iteration): 0.00122102 s
resid in solve_pyamgx: 3.30e-06
time solve_pyamgx: 2.75e-02
time u: 3.20e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.666017e-02
              0             1.82349   1.712693e-03         0.0302
              1              1.8235   1.978152e-04         0.1155
              2              1.8235   3.667980e-05         0.1854
              3              1.8235   9.675291e-06         0.2638
              4              1.8235   2.814773e-06         0.2909
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1378
         Final Residual: 		   2.814773e-06
         Total Reduction in Residual: 	   4.967816e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0231158
    setup: 0.0170204 s
    solve: 0.00609546 s
    solve(per iteration): 0.00121909 s
resid in solve_pyamgx: 2.81e-06
time solve_pyamgx: 6.55e-03
time v: 8.80e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   6.540120e-02
              0             1.82349   2.048881e-03         0.0313
              1              1.8235   2.317779e-04         0.1131
              2              1.8235   3.938437e-05         0.1699
              3              1.8235   9.435730e-06         0.2396
              4              1.8235   2.466012e-06         0.2613
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1304
         Final Residual: 		   2.466012e-06
         Total Reduction in Residual: 	   3.770591e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0230806
    setup: 0.0170204 s
    solve: 0.00606029 s
    solve(per iteration): 0.00121206 s
resid in solve_pyamgx: 2.47e-06
time solve_pyamgx: 6.49e-03
time w: 8.13e-03
area_out 3.2
flow_in 86.76586881112286 flow_out 86.764535507706 area_out 3.2 flow_out_new 86.76586881112284 uinc: 0.0004166573177677435
xp.sum(su3d) 3.674838211509268e-11
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   9.868312e-01
              0             1.82349   5.971698e-01         0.6051
              1              1.8235   2.851859e-01         0.4776
              2              1.8235   1.369848e-01         0.4803
              3              1.8235   6.643534e-02         0.4850
              4              1.8235   3.328956e-02         0.5011
              5              1.8235   1.688930e-02         0.5073
              6              1.8235   8.715988e-03         0.5161
              7              1.8235   4.554215e-03         0.5225
              8              1.8235   2.398945e-03         0.5268
              9              1.8235   1.282174e-03         0.5345
             10              1.8235   8.545544e-04         0.6665
             11              1.8235   4.901535e-04         0.5736
             12              1.8235   2.648615e-04         0.5404
             13              1.8235   1.369856e-04         0.5172
             14              1.8235   7.096642e-05         0.5181
             15              1.8235   3.652161e-05         0.5146
         --------------------------------------------------------------
         Total Iterations: 16
         Avg Convergence Rate: 		         0.5285
         Final Residual: 		   3.652161e-05
         Total Reduction in Residual: 	   3.700897e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.180115
    setup: 0.138297 s
    solve: 0.0418183 s
    solve(per iteration): 0.00261365 s
resid in solve_px: 3.65e-05
time p: 4.97e-02
time Smag or Wale: 7.15e-07

comm_min_pans:  -1.06e+03, pk_max: 1.12e+03, u2prim_max: 3.81e+00, v2prim_max: 1.14e+00, w2prim_max: 2.27e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.4977088583177365 1.0338305459084416 0.6503484473187336
yplus, min,max,mean 25.87175873806847 53.74028212034267 33.8062259562321
uplus, min,max,mean 15.639166866605265 34.20434909299251 25.049075158439923
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        66476            693532  0.000157         0.0181
           2(D)         6645            142757   0.00323        0.00344
           3(D)          161               491    0.0189       1.58e-05
         --------------------------------------------------------------
         Grid Complexity: 1.3098
         Operator Complexity: 1.5184
         Total Memory Usage: 0.0458509 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.513346e+00
              0             1.82349   2.185368e-02         0.0062
              1              1.8235   1.621955e-03         0.0742
              2              1.8235   1.718394e-04         0.1059
         --------------------------------------------------------------
         Total Iterations: 3
         Avg Convergence Rate: 		         0.0366
         Final Residual: 		   1.718394e-04
         Total Reduction in Residual: 	   4.891046e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.029612
    setup: 0.0251699 s
    solve: 0.00444211 s
    solve(per iteration): 0.0014807 s
resid in solve_pyamgx: 1.72e-04
time solve_pyamgx: 3.41e-02
time k: 4.66e-02
modify_eps, ustar[-2,-2],[2,2] 0.6299506059193886 0.6312645491936111
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        66362            693022  0.000157         0.0181
           2(D)         6503            136511   0.00323         0.0033
           3(D)          149               435    0.0196       1.42e-05
         --------------------------------------------------------------
         Grid Complexity: 1.30867
         Operator Complexity: 1.51418
         Total Memory Usage: 0.0456848 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.391741e+02
              0             1.82349   1.594977e-01         0.0007
              1              1.8235   3.813768e-02         0.2391
              2              1.8235   1.007138e-02         0.2641
         --------------------------------------------------------------
         Total Iterations: 3
         Avg Convergence Rate: 		         0.0348
         Final Residual: 		   1.007138e-02
         Total Reduction in Residual: 	   4.210901e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0297868
    setup: 0.0253196 s
    solve: 0.00446726 s
    solve(per iteration): 0.00148909 s
resid in solve_pyamgx: 1.01e-02
time solve_pyamgx: 3.41e-02
time eps: 4.11e-02

--time step: 105, iter:1, max residual:1.33e-07, u:2.58e-09, v:2.20e-09, w:1.93e-09, p:1.33e-07, k:1.05e-10, eps:4.80e-12, om:0.00e+00


monitor time step: 105, iter:1, u: 1.40e+01, v:-1.45e-01, w:-4.47e-01, p: 7.68e+00, k: 1.23e+00, eps: 1.73e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  1, umax: 3.31e+01, vismax: 8.79e+02, kmin: 2.41e-02, epsmin: 2.67e-01, ommin: 1.00e+00, fkmax: 5.01e+00

time one iteration: 1.94e-01
vismean_mean 1.5094339622641508e-18
modify_u, ustar[-2,-2],[2,2] 0.6299506059193886 0.6312645491936111
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05          0.024
           1(D)        20439            217863  0.000522        0.00566
           2(D)         2143              9805   0.00214       0.000283
         --------------------------------------------------------------
         Grid Complexity: 1.09547
         Operator Complexity: 1.13842
         Total Memory Usage: 0.0299191 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   4.624822e+00
              0             1.82349   1.333743e-01         0.0288
              1              1.8235   1.272004e-02         0.0954
              2              1.8235   2.260985e-03         0.1777
              3              1.8235   5.101894e-04         0.2256
              4              1.8235   1.150707e-04         0.2255
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1200
         Final Residual: 		   1.150707e-04
         Total Reduction in Residual: 	   2.488112e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0230692
    setup: 0.0170068 s
    solve: 0.00606237 s
    solve(per iteration): 0.00121247 s
resid in solve_pyamgx: 1.15e-04
time solve_pyamgx: 2.74e-02
time u: 3.34e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.991007e+00
              0             1.82349   7.726205e-02         0.0258
              1              1.8235   3.304434e-03         0.0428
              2              1.8235   5.277780e-04         0.1597
              3              1.8235   9.916819e-05         0.1879
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0759
         Final Residual: 		   9.916819e-05
         Total Reduction in Residual: 	   3.315545e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0218749
    setup: 0.0170068 s
    solve: 0.0048681 s
    solve(per iteration): 0.00121702 s
resid in solve_pyamgx: 9.92e-05
time solve_pyamgx: 5.31e-03
time v: 7.58e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.924797e+00
              0             1.82349   9.469045e-02         0.0241
              1              1.8235   7.207305e-03         0.0761
              2              1.8235   1.325548e-03         0.1839
              3              1.8235   3.158932e-04         0.2383
              4              1.8235   7.784141e-05         0.2464
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1147
         Final Residual: 		   7.784141e-05
         Total Reduction in Residual: 	   1.983323e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0230554
    setup: 0.0170068 s
    solve: 0.00604864 s
    solve(per iteration): 0.00120973 s
resid in solve_pyamgx: 7.78e-05
time solve_pyamgx: 6.48e-03
time w: 8.07e-03
area_out 3.2
flow_in 86.76586881112289 flow_out 86.76453555850668 area_out 3.2 flow_out_new 86.76586881112287 uinc: 0.0004166414425643694
xp.sum(su3d) -2.3707702467845593e-12
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.324678e+00
              0             1.82349   1.552557e+00         0.4670
              1              1.8235   7.403305e-01         0.4768
              2              1.8235   3.533712e-01         0.4773
              3              1.8235   1.723145e-01         0.4876
              4              1.8235   8.776562e-02         0.5093
              5              1.8235   4.446982e-02         0.5067
              6              1.8235   2.314545e-02         0.5205
              7              1.8235   1.264422e-02         0.5463
              8              1.8235   7.018654e-03         0.5551
              9              1.8235   3.938134e-03         0.5611
             10              1.8235   2.720831e-03         0.6909
             11              1.8235   1.644264e-03         0.6043
             12              1.8235   9.036836e-04         0.5496
             13              1.8235   4.782846e-04         0.5293
             14              1.8235   2.541373e-04         0.5314
             15              1.8235   1.337617e-04         0.5263
         --------------------------------------------------------------
         Total Iterations: 16
         Avg Convergence Rate: 		         0.5312
         Final Residual: 		   1.337617e-04
         Total Reduction in Residual: 	   4.023299e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.180064
    setup: 0.138297 s
    solve: 0.0417669 s
    solve(per iteration): 0.00261043 s
resid in solve_px: 1.34e-04
time p: 4.96e-02
time Smag or Wale: 4.77e-07

comm_min_pans:  -1.04e+03, pk_max: 1.14e+03, u2prim_max: 3.82e+00, v2prim_max: 1.14e+00, w2prim_max: 2.26e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.4978446244654478 1.0405220875423626 0.6503756505816007
yplus, min,max,mean 25.87881609491411 54.08811991315131 33.80764002841913
uplus, min,max,mean 15.68399582717165 34.38612343974744 25.054513381053383
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        66360            693086  0.000157         0.0181
           2(D)         6647            143651   0.00325        0.00346
           3(D)          157               451    0.0183       1.48e-05
         --------------------------------------------------------------
         Grid Complexity: 1.3093
         Operator Complexity: 1.51866
         Total Memory Usage: 0.0458539 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.775984e+00
              0             1.82349   4.258403e-02         0.0113
              1              1.8235   7.566918e-03         0.1777
              2              1.8235   1.828366e-03         0.2416
              3              1.8235   4.686427e-04         0.2563
              4              1.8235   1.303832e-04         0.2782
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1281
         Final Residual: 		   1.303832e-04
         Total Reduction in Residual: 	   3.452959e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0326477
    setup: 0.0253976 s
    solve: 0.00725014 s
    solve(per iteration): 0.00145003 s
resid in solve_pyamgx: 1.30e-04
time solve_pyamgx: 3.71e-02
time k: 4.96e-02
modify_eps, ustar[-2,-2],[2,2] 0.629956795028519 0.6312906862485946
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        66464            694506  0.000157         0.0181
           2(D)         6573            140291   0.00325        0.00338
           3(D)          113               291    0.0228       9.89e-06
         --------------------------------------------------------------
         Grid Complexity: 1.30924
         Operator Complexity: 1.51736
         Total Memory Usage: 0.0458066 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   6.052792e+02
              0             1.82349   1.518230e+00         0.0025
              1              1.8235   3.063811e-01         0.2018
              2              1.8235   7.021821e-02         0.2292
              3              1.8235   1.867618e-02         0.2660
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0745
         Final Residual: 		   1.867618e-02
         Total Reduction in Residual: 	   3.085548e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0310735
    setup: 0.0252572 s
    solve: 0.00581629 s
    solve(per iteration): 0.00145407 s
resid in solve_pyamgx: 1.87e-02
time solve_pyamgx: 3.55e-02
time eps: 4.25e-02

--time step: 106, iter:0, max residual:4.23e-07, u:8.99e-08, v:7.75e-08, w:6.08e-08, p:4.23e-07, k:7.96e-11, eps:8.91e-12, om:0.00e+00


monitor time step: 106, iter:0, u: 1.41e+01, v:-1.63e-01, w:-2.27e-01, p: 8.50e+00, k: 1.23e+00, eps: 1.73e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  0, umax: 3.30e+01, vismax: 8.79e+02, kmin: 2.38e-02, epsmin: 2.66e-01, ommin: 1.00e+00, fkmax: 4.81e+00

time one iteration: 1.99e-01
modify_u, ustar[-2,-2],[2,2] 0.629956795028519 0.6312906862485946
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05          0.024
           1(D)        20455            217643   0.00052        0.00566
           2(D)         2136              9582    0.0021       0.000278
         --------------------------------------------------------------
         Grid Complexity: 1.0955
         Operator Complexity: 1.13815
         Total Memory Usage: 0.0299097 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   9.162036e-02
              0             1.82349   3.010447e-03         0.0329
              1              1.8235   3.329849e-04         0.1106
              2              1.8235   5.853941e-05         0.1758
              3              1.8235   1.420614e-05         0.2427
              4              1.8235   3.545311e-06         0.2496
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1311
         Final Residual: 		   3.545311e-06
         Total Reduction in Residual: 	   3.869567e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0231116
    setup: 0.0170454 s
    solve: 0.00606618 s
    solve(per iteration): 0.00121324 s
resid in solve_pyamgx: 3.55e-06
time solve_pyamgx: 2.74e-02
time u: 3.18e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.682791e-02
              0             1.82349   1.727765e-03         0.0304
              1              1.8235   2.038837e-04         0.1180
              2              1.8235   3.775958e-05         0.1852
              3              1.8235   1.011340e-05         0.2678
              4              1.8235   3.035580e-06         0.3002
              5              1.8235   9.462016e-07         0.3117
         --------------------------------------------------------------
         Total Iterations: 6
         Avg Convergence Rate: 		         0.1598
         Final Residual: 		   9.462016e-07
         Total Reduction in Residual: 	   1.665030e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0243876
    setup: 0.0170454 s
    solve: 0.00734218 s
    solve(per iteration): 0.0012237 s
resid in solve_pyamgx: 9.46e-07
time solve_pyamgx: 7.79e-03
time v: 1.00e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   6.592348e-02
              0             1.82349   2.056369e-03         0.0312
              1              1.8235   2.298803e-04         0.1118
              2              1.8235   3.994859e-05         0.1738
              3              1.8235   9.867647e-06         0.2470
              4              1.8235   2.655533e-06         0.2691
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1321
         Final Residual: 		   2.655533e-06
         Total Reduction in Residual: 	   4.028205e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0231136
    setup: 0.0170454 s
    solve: 0.00606816 s
    solve(per iteration): 0.00121363 s
resid in solve_pyamgx: 2.66e-06
time solve_pyamgx: 6.50e-03
time w: 8.12e-03
area_out 3.2
flow_in 86.76586881112289 flow_out 86.76453548928035 area_out 3.2 flow_out_new 86.76586881112289 uinc: 0.0004166630757929113
xp.sum(su3d) -7.677636304492808e-12
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   9.972549e-01
              0             1.82349   6.033081e-01         0.6050
              1              1.8235   2.870265e-01         0.4758
              2              1.8235   1.371102e-01         0.4777
              3              1.8235   6.622933e-02         0.4830
              4              1.8235   3.318373e-02         0.5010
              5              1.8235   1.686488e-02         0.5082
              6              1.8235   8.741876e-03         0.5183
              7              1.8235   4.595080e-03         0.5256
              8              1.8235   2.435138e-03         0.5299
              9              1.8235   1.305357e-03         0.5361
             10              1.8235   8.699661e-04         0.6665
             11              1.8235   5.011692e-04         0.5761
             12              1.8235   2.711666e-04         0.5411
             13              1.8235   1.406258e-04         0.5186
             14              1.8235   7.288805e-05         0.5183
             15              1.8235   3.750740e-05         0.5146
         --------------------------------------------------------------
         Total Iterations: 16
         Avg Convergence Rate: 		         0.5290
         Final Residual: 		   3.750740e-05
         Total Reduction in Residual: 	   3.761064e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.180133
    setup: 0.138297 s
    solve: 0.0418362 s
    solve(per iteration): 0.00261476 s
resid in solve_px: 3.75e-05
time p: 4.96e-02
time Smag or Wale: 9.54e-07

comm_min_pans:  -1.07e+03, pk_max: 1.15e+03, u2prim_max: 3.82e+00, v2prim_max: 1.14e+00, w2prim_max: 2.26e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.4988063644883365 1.0436252157693304 0.6504578484942722
yplus, min,max,mean 25.928808988199194 54.24942583222367 33.811912816676504
uplus, min,max,mean 15.692946768959443 31.523795826325358 25.051137467731873
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        66424            693608  0.000157         0.0181
           2(D)         6632            142922   0.00325        0.00344
           3(D)          159               491    0.0194       1.57e-05
         --------------------------------------------------------------
         Grid Complexity: 1.30952
         Operator Complexity: 1.51855
         Total Memory Usage: 0.0458528 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.428686e+00
              0             1.82349   2.379028e-02         0.0069
              1              1.8235   1.864315e-03         0.0784
              2              1.8235   1.793633e-04         0.0962
              3              1.8235   5.414327e-05         0.3019
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0630
         Final Residual: 		   5.414327e-05
         Total Reduction in Residual: 	   1.579126e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.031328
    setup: 0.0255201 s
    solve: 0.00580787 s
    solve(per iteration): 0.00145197 s
resid in solve_pyamgx: 5.41e-05
time solve_pyamgx: 3.56e-02
time k: 4.81e-02
modify_eps, ustar[-2,-2],[2,2] 0.6299593532008736 0.6313001716626065
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        66257            691717  0.000158          0.018
           2(D)         6495            137941   0.00327        0.00333
           3(D)          124               318    0.0207       1.08e-05
         --------------------------------------------------------------
         Grid Complexity: 1.30809
         Operator Complexity: 1.51419
         Total Memory Usage: 0.045678 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   1.921162e+02
              0             1.82349   1.424706e-01         0.0007
              1              1.8235   3.557127e-02         0.2497
              2              1.8235   9.830191e-03         0.2764
              3              1.8235   3.020305e-03         0.3072
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0630
         Final Residual: 		   3.020305e-03
         Total Reduction in Residual: 	   1.572124e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0309635
    setup: 0.0251308 s
    solve: 0.0058327 s
    solve(per iteration): 0.00145818 s
resid in solve_pyamgx: 3.02e-03
time solve_pyamgx: 3.54e-02
time eps: 4.24e-02

--time step: 106, iter:1, max residual:1.36e-07, u:2.77e-09, v:7.39e-10, w:2.07e-09, p:1.36e-07, k:3.30e-11, eps:1.44e-12, om:0.00e+00


monitor time step: 106, iter:1, u: 1.41e+01, v:-1.56e-01, w:-2.17e-01, p: 8.57e+00, k: 1.23e+00, eps: 1.73e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  1, umax: 3.30e+01, vismax: 8.70e+02, kmin: 2.38e-02, epsmin: 2.66e-01, ommin: 1.00e+00, fkmax: 5.06e+00

time one iteration: 1.98e-01
vismean_mean 1.4953271028037382e-18
modify_u, ustar[-2,-2],[2,2] 0.6299593532008736 0.6313001716626065
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05          0.024
           1(D)        20432            217524  0.000521        0.00566
           2(D)         2145              9813   0.00213       0.000283
         --------------------------------------------------------------
         Grid Complexity: 1.09545
         Operator Complexity: 1.13822
         Total Memory Usage: 0.0299115 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   4.653140e+00
              0             1.82349   1.344422e-01         0.0289
              1              1.8235   1.282105e-02         0.0954
              2              1.8235   2.263485e-03         0.1765
              3              1.8235   5.088072e-04         0.2248
              4              1.8235   1.149669e-04         0.2260
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1198
         Final Residual: 		   1.149669e-04
         Total Reduction in Residual: 	   2.470738e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0230877
    setup: 0.0170187 s
    solve: 0.00606899 s
    solve(per iteration): 0.0012138 s
resid in solve_pyamgx: 1.15e-04
time solve_pyamgx: 2.74e-02
time u: 3.34e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.008986e+00
              0             1.82349   7.784801e-02         0.0259
              1              1.8235   3.281230e-03         0.0421
              2              1.8235   5.081037e-04         0.1549
              3              1.8235   9.342778e-05         0.1839
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0746
         Final Residual: 		   9.342778e-05
         Total Reduction in Residual: 	   3.104958e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0218762
    setup: 0.0170187 s
    solve: 0.00485754 s
    solve(per iteration): 0.00121438 s
resid in solve_pyamgx: 9.34e-05
time solve_pyamgx: 5.27e-03
time v: 7.52e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.946831e+00
              0             1.82349   9.517327e-02         0.0241
              1              1.8235   7.172810e-03         0.0754
              2              1.8235   1.328712e-03         0.1852
              3              1.8235   3.164644e-04         0.2382
              4              1.8235   7.742869e-05         0.2447
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1144
         Final Residual: 		   7.742869e-05
         Total Reduction in Residual: 	   1.961794e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0230464
    setup: 0.0170187 s
    solve: 0.00602774 s
    solve(per iteration): 0.00120555 s
resid in solve_pyamgx: 7.74e-05
time solve_pyamgx: 6.50e-03
time w: 8.12e-03
area_out 3.2
flow_in 86.76586881112289 flow_out 86.76453553724654 area_out 3.2 flow_out_new 86.76586881112289 uinc: 0.0004166480863565525
xp.sum(su3d) 2.3347990207867042e-12
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.363818e+00
              0             1.82349   1.572588e+00         0.4675
              1              1.8235   7.492078e-01         0.4764
              2              1.8235   3.579420e-01         0.4778
              3              1.8235   1.751799e-01         0.4894
              4              1.8235   9.002382e-02         0.5139
              5              1.8235   4.599594e-02         0.5109
              6              1.8235   2.430531e-02         0.5284
              7              1.8235   1.348106e-02         0.5547
              8              1.8235   7.575035e-03         0.5619
              9              1.8235   4.268835e-03         0.5635
             10              1.8235   2.948381e-03         0.6907
             11              1.8235   1.786391e-03         0.6059
             12              1.8235   9.852351e-04         0.5515
             13              1.8235   5.232515e-04         0.5311
             14              1.8235   2.779997e-04         0.5313
             15              1.8235   1.457133e-04         0.5241
         --------------------------------------------------------------
         Total Iterations: 16
         Avg Convergence Rate: 		         0.5337
         Final Residual: 		   1.457133e-04
         Total Reduction in Residual: 	   4.331783e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.179992
    setup: 0.138297 s
    solve: 0.041695 s
    solve(per iteration): 0.00260594 s
resid in solve_px: 1.46e-04
time p: 4.94e-02
time Smag or Wale: 7.15e-07

comm_min_pans:  -1.05e+03, pk_max: 1.16e+03, u2prim_max: 3.83e+00, v2prim_max: 1.13e+00, w2prim_max: 2.24e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.49896822430256543 1.044570309498639 0.6504928564800896
yplus, min,max,mean 25.937222738513533 54.29855342266315 33.81373259172739
uplus, min,max,mean 15.744571693784371 32.662956428097736 25.0565717784974
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        66301            693595  0.000158         0.0181
           2(D)         6673            145295   0.00326         0.0035
           3(D)          142               468    0.0232       1.47e-05
         --------------------------------------------------------------
         Grid Complexity: 1.3091
         Operator Complexity: 1.52
         Total Memory Usage: 0.0459 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   4.316121e+00
              0             1.82349   4.292533e-02         0.0099
              1              1.8235   7.610979e-03         0.1773
              2              1.8235   1.864524e-03         0.2450
              3              1.8235   5.094182e-04         0.2732
              4              1.8235   1.466664e-04         0.2879
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1277
         Final Residual: 		   1.466664e-04
         Total Reduction in Residual: 	   3.398106e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0324602
    setup: 0.0252014 s
    solve: 0.00725882 s
    solve(per iteration): 0.00145176 s
resid in solve_pyamgx: 1.47e-04
time solve_pyamgx: 3.68e-02
time k: 4.94e-02
modify_eps, ustar[-2,-2],[2,2] 0.6299651297661503 0.6313243784334204
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        66343            692693  0.000157         0.0181
           2(D)         6442            136212   0.00328        0.00329
           3(D)          130               322    0.0191       1.11e-05
         --------------------------------------------------------------
         Grid Complexity: 1.30825
         Operator Complexity: 1.51373
         Total Memory Usage: 0.0456632 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   6.864059e+02
              0             1.82349   1.537548e+00         0.0022
              1              1.8235   3.080785e-01         0.2004
              2              1.8235   7.145723e-02         0.2319
              3              1.8235   1.928906e-02         0.2699
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0728
         Final Residual: 		   1.928906e-02
         Total Reduction in Residual: 	   2.810153e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0310484
    setup: 0.0251911 s
    solve: 0.00585728 s
    solve(per iteration): 0.00146432 s
resid in solve_pyamgx: 1.93e-02
time solve_pyamgx: 3.55e-02
time eps: 4.24e-02

--time step: 107, iter:0, max residual:4.57e-07, u:8.98e-08, v:7.30e-08, w:6.05e-08, p:4.57e-07, k:8.95e-11, eps:9.20e-12, om:0.00e+00


monitor time step: 107, iter:0, u: 1.41e+01, v:-1.74e-01, w: 7.97e-03, p: 9.34e+00, k: 1.24e+00, eps: 1.74e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  0, umax: 3.30e+01, vismax: 8.76e+02, kmin: 2.36e-02, epsmin: 2.64e-01, ommin: 1.00e+00, fkmax: 4.82e+00

time one iteration: 1.98e-01
modify_u, ustar[-2,-2],[2,2] 0.6299651297661503 0.6313243784334204
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05          0.024
           1(D)        20459            217811   0.00052        0.00566
           2(D)         2115              9641   0.00216       0.000294
           3(D)            2                 2       0.5       1.19e-07
         --------------------------------------------------------------
         Grid Complexity: 1.09544
         Operator Complexity: 1.13829
         Total Memory Usage: 0.02993 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   9.244442e-02
              0             1.82349   3.032221e-03         0.0328
              1              1.8235   3.337867e-04         0.1101
              2              1.8235   5.773553e-05         0.1730
              3              1.8235   1.421621e-05         0.2462
              4              1.8235   3.500040e-06         0.2462
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1305
         Final Residual: 		   3.500040e-06
         Total Reduction in Residual: 	   3.786102e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0238033
    setup: 0.0173849 s
    solve: 0.0064184 s
    solve(per iteration): 0.00128368 s
resid in solve_pyamgx: 3.50e-06
time solve_pyamgx: 2.82e-02
time u: 3.26e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.680535e-02
              0             1.82349   1.737108e-03         0.0306
              1              1.8235   2.073235e-04         0.1193
              2              1.8235   3.851325e-05         0.1858
              3              1.8235   1.033920e-05         0.2685
              4              1.8235   3.170531e-06         0.3067
              5              1.8235   1.035227e-06         0.3265
         --------------------------------------------------------------
         Total Iterations: 6
         Avg Convergence Rate: 		         0.1622
         Final Residual: 		   1.035227e-06
         Total Reduction in Residual: 	   1.822411e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.025144
    setup: 0.0173849 s
    solve: 0.0077591 s
    solve(per iteration): 0.00129318 s
resid in solve_pyamgx: 1.04e-06
time solve_pyamgx: 8.25e-03
time v: 1.04e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   6.733240e-02
              0             1.82349   2.078203e-03         0.0309
              1              1.8235   2.301919e-04         0.1108
              2              1.8235   3.914162e-05         0.1700
              3              1.8235   9.259201e-06         0.2366
              4              1.8235   2.411988e-06         0.2605
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1291
         Final Residual: 		   2.411988e-06
         Total Reduction in Residual: 	   3.582209e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0238074
    setup: 0.0173849 s
    solve: 0.00642246 s
    solve(per iteration): 0.00128449 s
resid in solve_pyamgx: 2.41e-06
time solve_pyamgx: 6.86e-03
time w: 8.55e-03
area_out 3.2
flow_in 86.76586881112289 flow_out 86.76453547146276 area_out 3.2 flow_out_new 86.7658688111229 uinc: 0.0004166686437878653
xp.sum(su3d) -3.327116360196669e-12
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   1.008266e+00
              0             1.82349   6.100211e-01         0.6050
              1              1.8235   2.884678e-01         0.4729
              2              1.8235   1.369464e-01         0.4747
              3              1.8235   6.597392e-02         0.4817
              4              1.8235   3.305087e-02         0.5010
              5              1.8235   1.684471e-02         0.5097
              6              1.8235   8.788739e-03         0.5218
              7              1.8235   4.648149e-03         0.5289
              8              1.8235   2.480179e-03         0.5336
              9              1.8235   1.332657e-03         0.5373
             10              1.8235   8.900806e-04         0.6679
             11              1.8235   5.147469e-04         0.5783
             12              1.8235   2.792383e-04         0.5425
             13              1.8235   1.451193e-04         0.5197
             14              1.8235   7.542828e-05         0.5198
             15              1.8235   3.878257e-05         0.5142
         --------------------------------------------------------------
         Total Iterations: 16
         Avg Convergence Rate: 		         0.5297
         Final Residual: 		   3.878257e-05
         Total Reduction in Residual: 	   3.846463e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.180219
    setup: 0.138297 s
    solve: 0.0419218 s
    solve(per iteration): 0.00262011 s
resid in solve_px: 3.88e-05
time p: 4.97e-02
time Smag or Wale: 4.77e-07

comm_min_pans:  -1.08e+03, pk_max: 1.17e+03, u2prim_max: 3.83e+00, v2prim_max: 1.13e+00, w2prim_max: 2.24e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5001401048348524 1.0456479364476134 0.6507296090738286
yplus, min,max,mean 25.99813909532431 54.35457031681236 33.82603939696797
uplus, min,max,mean 15.756471944395495 32.730283503890476 25.04675367140617
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        66337            693739  0.000158         0.0181
           2(D)         6578            142972    0.0033        0.00344
           3(D)          138               412    0.0216       1.33e-05
         --------------------------------------------------------------
         Grid Complexity: 1.30883
         Operator Complexity: 1.51862
         Total Memory Usage: 0.0458468 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.509534e+00
              0             1.82349   2.065999e-02         0.0059
              1              1.8235   1.364631e-03         0.0661
              2              1.8235   1.603530e-04         0.1175
         --------------------------------------------------------------
         Total Iterations: 3
         Avg Convergence Rate: 		         0.0357
         Final Residual: 		   1.603530e-04
         Total Reduction in Residual: 	   4.569070e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0295881
    setup: 0.0251609 s
    solve: 0.00442723 s
    solve(per iteration): 0.00147574 s
resid in solve_pyamgx: 1.60e-04
time solve_pyamgx: 3.39e-02
time k: 4.64e-02
modify_eps, ustar[-2,-2],[2,2] 0.6299675129314041 0.6313331068227748
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        66410            694126  0.000157         0.0181
           2(D)         6585            139697   0.00322        0.00337
           3(D)          128               316    0.0193       1.09e-05
         --------------------------------------------------------------
         Grid Complexity: 1.30913
         Operator Complexity: 1.51677
         Total Memory Usage: 0.0457839 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.239547e+02
              0             1.82349   1.439746e-01         0.0006
              1              1.8235   3.286609e-02         0.2283
              2              1.8235   8.309722e-03         0.2528
         --------------------------------------------------------------
         Total Iterations: 3
         Avg Convergence Rate: 		         0.0334
         Final Residual: 		   8.309722e-03
         Total Reduction in Residual: 	   3.710448e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0297737
    setup: 0.0253365 s
    solve: 0.00443718 s
    solve(per iteration): 0.00147906 s
resid in solve_pyamgx: 8.31e-03
time solve_pyamgx: 3.41e-02
time eps: 4.11e-02

--time step: 107, iter:1, max residual:1.42e-07, u:2.73e-09, v:8.09e-10, w:1.88e-09, p:1.42e-07, k:9.79e-11, eps:3.96e-12, om:0.00e+00


monitor time step: 107, iter:1, u: 1.41e+01, v:-1.67e-01, w: 1.87e-02, p: 9.40e+00, k: 1.24e+00, eps: 1.74e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  1, umax: 3.30e+01, vismax: 8.80e+02, kmin: 2.36e-02, epsmin: 2.64e-01, ommin: 1.00e+00, fkmax: 5.04e+00

time one iteration: 1.97e-01
vismean_mean 1.4814814814814813e-18
modify_u, ustar[-2,-2],[2,2] 0.6299675129314041 0.6313331068227748
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05          0.024
           1(D)        20457            217155  0.000519        0.00565
           2(D)         2145              9803   0.00213       0.000283
         --------------------------------------------------------------
         Grid Complexity: 1.09555
         Operator Complexity: 1.13799
         Total Memory Usage: 0.0299043 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   4.681340e+00
              0             1.82349   1.356219e-01         0.0290
              1              1.8235   1.291310e-02         0.0952
              2              1.8235   2.290374e-03         0.1774
              3              1.8235   5.203497e-04         0.2272
              4              1.8235   1.186078e-04         0.2279
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1204
         Final Residual: 		   1.186078e-04
         Total Reduction in Residual: 	   2.533629e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0230328
    setup: 0.0169728 s
    solve: 0.00606003 s
    solve(per iteration): 0.00121201 s
resid in solve_pyamgx: 1.19e-04
time solve_pyamgx: 2.74e-02
time u: 3.35e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.027264e+00
              0             1.82349   7.846498e-02         0.0259
              1              1.8235   3.301893e-03         0.0421
              2              1.8235   5.178707e-04         0.1568
              3              1.8235   9.821645e-05         0.1897
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0755
         Final Residual: 		   9.821645e-05
         Total Reduction in Residual: 	   3.244396e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0218504
    setup: 0.0169728 s
    solve: 0.00487763 s
    solve(per iteration): 0.00121941 s
resid in solve_pyamgx: 9.82e-05
time solve_pyamgx: 5.31e-03
time v: 7.58e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.968291e+00
              0             1.82349   9.577582e-02         0.0241
              1              1.8235   7.204306e-03         0.0752
              2              1.8235   1.319078e-03         0.1831
              3              1.8235   3.106284e-04         0.2355
              4              1.8235   7.473125e-05         0.2406
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1135
         Final Residual: 		   7.473125e-05
         Total Reduction in Residual: 	   1.883210e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.023011
    setup: 0.0169728 s
    solve: 0.00603821 s
    solve(per iteration): 0.00120764 s
resid in solve_pyamgx: 7.47e-05
time solve_pyamgx: 6.50e-03
time w: 8.10e-03
area_out 3.2
flow_in 86.76586881112289 flow_out 86.76453552312982 area_out 3.2 flow_out_new 86.76586881112289 uinc: 0.0004166524978321817
xp.sum(su3d) 4.2807979383496786e-12
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.408532e+00
              0             1.82349   1.590704e+00         0.4667
              1              1.8235   7.573231e-01         0.4761
              2              1.8235   3.635932e-01         0.4801
              3              1.8235   1.793830e-01         0.4934
              4              1.8235   9.312221e-02         0.5191
              5              1.8235   4.803778e-02         0.5159
              6              1.8235   2.575462e-02         0.5361
              7              1.8235   1.444511e-02         0.5609
              8              1.8235   8.182271e-03         0.5664
              9              1.8235   4.614483e-03         0.5640
             10              1.8235   3.181478e-03         0.6895
             11              1.8235   1.924712e-03         0.6050
             12              1.8235   1.066222e-03         0.5540
             13              1.8235   5.701055e-04         0.5347
             14              1.8235   3.050180e-04         0.5350
             15              1.8235   1.601165e-04         0.5249
         --------------------------------------------------------------
         Total Iterations: 16
         Avg Convergence Rate: 		         0.5364
         Final Residual: 		   1.601165e-04
         Total Reduction in Residual: 	   4.697521e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.180148
    setup: 0.138297 s
    solve: 0.0418509 s
    solve(per iteration): 0.00261568 s
resid in solve_px: 1.60e-04
time p: 4.96e-02
time Smag or Wale: 4.77e-07

comm_min_pans:  -1.05e+03, pk_max: 1.18e+03, u2prim_max: 3.84e+00, v2prim_max: 1.13e+00, w2prim_max: 2.23e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5003167122124733 1.0459787699746699 0.6507954860120324
yplus, min,max,mean 26.00731944923767 54.37176761007211 33.82946379302427
uplus, min,max,mean 15.814027351520794 33.61137788306889 25.05139857300155
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        66337            693931  0.000158         0.0181
           2(D)         6689            144951   0.00324        0.00349
           3(D)          166               514    0.0187       1.65e-05
         --------------------------------------------------------------
         Grid Complexity: 1.30942
         Operator Complexity: 1.52003
         Total Memory Usage: 0.0459047 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.874607e+00
              0             1.82349   4.248788e-02         0.0110
              1              1.8235   7.510736e-03         0.1768
              2              1.8235   1.831055e-03         0.2438
              3              1.8235   4.918659e-04         0.2686
              4              1.8235   1.343266e-04         0.2731
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1282
         Final Residual: 		   1.343266e-04
         Total Reduction in Residual: 	   3.466845e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0325537
    setup: 0.0252803 s
    solve: 0.00727344 s
    solve(per iteration): 0.00145469 s
resid in solve_pyamgx: 1.34e-04
time solve_pyamgx: 3.69e-02
time k: 4.95e-02
modify_eps, ustar[-2,-2],[2,2] 0.6299728911572565 0.6313524464225609
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        66501            695383  0.000157         0.0181
           2(D)         6456            136476   0.00327        0.00329
           3(D)          129               443    0.0266       1.38e-05
         --------------------------------------------------------------
         Grid Complexity: 1.30897
         Operator Complexity: 1.51563
         Total Memory Usage: 0.0457409 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   6.173561e+02
              0             1.82349   1.552404e+00         0.0025
              1              1.8235   3.083888e-01         0.1987
              2              1.8235   7.185971e-02         0.2330
              3              1.8235   1.909952e-02         0.2658
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0746
         Final Residual: 		   1.909952e-02
         Total Reduction in Residual: 	   3.093761e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0310367
    setup: 0.0251474 s
    solve: 0.00588931 s
    solve(per iteration): 0.00147233 s
resid in solve_pyamgx: 1.91e-02
time solve_pyamgx: 3.55e-02
time eps: 4.24e-02

--time step: 108, iter:0, max residual:4.97e-07, u:9.27e-08, v:7.67e-08, w:5.84e-08, p:4.97e-07, k:8.20e-11, eps:9.11e-12, om:0.00e+00


monitor time step: 108, iter:0, u: 1.42e+01, v:-1.84e-01, w: 2.47e-01, p: 1.01e+01, k: 1.24e+00, eps: 1.75e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  0, umax: 3.31e+01, vismax: 8.72e+02, kmin: 2.34e-02, epsmin: 2.62e-01, ommin: 1.00e+00, fkmax: 4.80e+00

time one iteration: 1.99e-01
modify_u, ustar[-2,-2],[2,2] 0.6299728911572565 0.6313524464225609
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05          0.024
           1(D)        20462            217868   0.00052        0.00566
           2(D)         2097              9513   0.00216       0.000275
         --------------------------------------------------------------
         Grid Complexity: 1.09537
         Operator Complexity: 1.13825
         Total Memory Usage: 0.0299119 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   9.368567e-02
              0             1.82349   3.071178e-03         0.0328
              1              1.8235   3.407118e-04         0.1109
              2              1.8235   6.031501e-05         0.1770
              3              1.8235   1.484934e-05         0.2462
              4              1.8235   3.748416e-06         0.2524
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1320
         Final Residual: 		   3.748416e-06
         Total Reduction in Residual: 	   4.001056e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0223533
    setup: 0.0162815 s
    solve: 0.00607184 s
    solve(per iteration): 0.00121437 s
resid in solve_pyamgx: 3.75e-06
time solve_pyamgx: 2.67e-02
time u: 3.11e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.712592e-02
              0             1.82349   1.759895e-03         0.0308
              1              1.8235   2.148146e-04         0.1221
              2              1.8235   3.944964e-05         0.1836
              3              1.8235   1.071913e-05         0.2717
              4              1.8235   3.382214e-06         0.3155
              5              1.8235   1.095835e-06         0.3240
         --------------------------------------------------------------
         Total Iterations: 6
         Avg Convergence Rate: 		         0.1636
         Final Residual: 		   1.095835e-06
         Total Reduction in Residual: 	   1.918279e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0235687
    setup: 0.0162815 s
    solve: 0.00728726 s
    solve(per iteration): 0.00121454 s
resid in solve_pyamgx: 1.10e-06
time solve_pyamgx: 7.71e-03
time v: 9.96e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   6.836164e-02
              0             1.82349   2.094929e-03         0.0306
              1              1.8235   2.272779e-04         0.1085
              2              1.8235   3.921555e-05         0.1725
              3              1.8235   9.502360e-06         0.2423
              4              1.8235   2.506463e-06         0.2638
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1297
         Final Residual: 		   2.506463e-06
         Total Reduction in Residual: 	   3.666475e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0223456
    setup: 0.0162815 s
    solve: 0.00606413 s
    solve(per iteration): 0.00121283 s
resid in solve_pyamgx: 2.51e-06
time solve_pyamgx: 6.52e-03
time w: 8.14e-03
area_out 3.2
flow_in 86.76586881112289 flow_out 86.76453545785466 area_out 3.2 flow_out_new 86.76586881112287 uinc: 0.0004166728963195254
xp.sum(su3d) 2.497113626986902e-12
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   1.014389e+00
              0             1.82349   6.134652e-01         0.6048
              1              1.8235   2.885302e-01         0.4703
              2              1.8235   1.367038e-01         0.4738
              3              1.8235   6.584801e-02         0.4817
              4              1.8235   3.295334e-02         0.5004
              5              1.8235   1.681130e-02         0.5102
              6              1.8235   8.833618e-03         0.5255
              7              1.8235   4.699512e-03         0.5320
              8              1.8235   2.527514e-03         0.5378
              9              1.8235   1.368071e-03         0.5413
             10              1.8235   9.185360e-04         0.6714
             11              1.8235   5.346794e-04         0.5821
             12              1.8235   2.905824e-04         0.5435
             13              1.8235   1.510494e-04         0.5198
             14              1.8235   7.857696e-05         0.5202
             15              1.8235   4.023576e-05         0.5121
         --------------------------------------------------------------
         Total Iterations: 16
         Avg Convergence Rate: 		         0.5308
         Final Residual: 		   4.023576e-05
         Total Reduction in Residual: 	   3.966502e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.180113
    setup: 0.138297 s
    solve: 0.0418161 s
    solve(per iteration): 0.0026135 s
resid in solve_px: 4.02e-05
time p: 4.93e-02
time Smag or Wale: 7.15e-07

comm_min_pans:  -1.08e+03, pk_max: 1.19e+03, u2prim_max: 3.84e+00, v2prim_max: 1.13e+00, w2prim_max: 2.23e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5017036852309757 1.0465717173170952 0.6509748910220562
yplus, min,max,mean 26.07941668180892 54.40259002830163 33.83878957266064
uplus, min,max,mean 15.82702955409753 33.6701811214705 25.04405799746662
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        66316            693378  0.000158         0.0181
           2(D)         6721            144969   0.00321        0.00349
           3(D)          156               434    0.0178       1.44e-05
         --------------------------------------------------------------
         Grid Complexity: 1.30943
         Operator Complexity: 1.51964
         Total Memory Usage: 0.0458911 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.498976e+00
              0             1.82349   2.174012e-02         0.0062
              1              1.8235   1.548797e-03         0.0712
              2              1.8235   1.700781e-04         0.1098
         --------------------------------------------------------------
         Total Iterations: 3
         Avg Convergence Rate: 		         0.0365
         Final Residual: 		   1.700781e-04
         Total Reduction in Residual: 	   4.860797e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.029635
    setup: 0.0252114 s
    solve: 0.00442362 s
    solve(per iteration): 0.00147454 s
resid in solve_pyamgx: 1.70e-04
time solve_pyamgx: 3.40e-02
time k: 4.65e-02
modify_eps, ustar[-2,-2],[2,2] 0.6299751045899893 0.6313593905997689
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        66437            694261  0.000157         0.0181
           2(D)         6565            140087   0.00325        0.00338
           3(D)          153               399     0.017       1.35e-05
         --------------------------------------------------------------
         Grid Complexity: 1.30927
         Operator Complexity: 1.51715
         Total Memory Usage: 0.0457989 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.439416e+02
              0             1.82349   1.584177e-01         0.0006
              1              1.8235   3.511465e-02         0.2217
              2              1.8235   8.728839e-03         0.2486
         --------------------------------------------------------------
         Total Iterations: 3
         Avg Convergence Rate: 		         0.0330
         Final Residual: 		   8.728839e-03
         Total Reduction in Residual: 	   3.578249e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0296045
    setup: 0.0251876 s
    solve: 0.00441693 s
    solve(per iteration): 0.00147231 s
resid in solve_pyamgx: 8.73e-03
time solve_pyamgx: 3.40e-02
time eps: 4.10e-02

--time step: 108, iter:1, max residual:1.48e-07, u:2.93e-09, v:8.56e-10, w:1.96e-09, p:1.48e-07, k:1.04e-10, eps:4.16e-12, om:0.00e+00


monitor time step: 108, iter:1, u: 1.42e+01, v:-1.78e-01, w: 2.59e-01, p: 1.02e+01, k: 1.24e+00, eps: 1.75e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  1, umax: 3.31e+01, vismax: 8.66e+02, kmin: 2.34e-02, epsmin: 2.62e-01, ommin: 1.00e+00, fkmax: 5.02e+00

time one iteration: 1.94e-01
vismean_mean 1.4678899082568807e-18
modify_u, ustar[-2,-2],[2,2] 0.6299751045899893 0.6313593905997689
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05          0.024
           1(D)        20469            217485  0.000519        0.00566
           2(D)         2108              9698   0.00218        0.00028
         --------------------------------------------------------------
         Grid Complexity: 1.09545
         Operator Complexity: 1.13813
         Total Memory Usage: 0.0299083 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   4.709784e+00
              0             1.82349   1.367915e-01         0.0290
              1              1.8235   1.296008e-02         0.0947
              2              1.8235   2.278107e-03         0.1758
              3              1.8235   5.274286e-04         0.2315
              4              1.8235   1.205213e-04         0.2285
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1207
         Final Residual: 		   1.205213e-04
         Total Reduction in Residual: 	   2.558957e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.023143
    setup: 0.0170598 s
    solve: 0.00608314 s
    solve(per iteration): 0.00121663 s
resid in solve_pyamgx: 1.21e-04
time solve_pyamgx: 2.75e-02
time u: 3.35e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.045884e+00
              0             1.82349   7.907465e-02         0.0260
              1              1.8235   3.350430e-03         0.0424
              2              1.8235   5.323254e-04         0.1589
              3              1.8235   9.670282e-05         0.1817
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0751
         Final Residual: 		   9.670282e-05
         Total Reduction in Residual: 	   3.174868e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0219465
    setup: 0.0170598 s
    solve: 0.00488669 s
    solve(per iteration): 0.00122167 s
resid in solve_pyamgx: 9.67e-05
time solve_pyamgx: 5.35e-03
time v: 7.61e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.989023e+00
              0             1.82349   9.633396e-02         0.0241
              1              1.8235   7.241884e-03         0.0752
              2              1.8235   1.321668e-03         0.1825
              3              1.8235   3.088108e-04         0.2337
              4              1.8235   7.449015e-05         0.2412
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1133
         Final Residual: 		   7.449015e-05
         Total Reduction in Residual: 	   1.867379e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0231353
    setup: 0.0170598 s
    solve: 0.00607546 s
    solve(per iteration): 0.00121509 s
resid in solve_pyamgx: 7.45e-05
time solve_pyamgx: 6.50e-03
time w: 8.11e-03
area_out 3.2
flow_in 86.76586881112287 flow_out 86.76453550878607 area_out 3.2 flow_out_new 86.76586881112287 uinc: 0.00041665698025106224
xp.sum(su3d) 8.322009747985248e-12
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.445571e+00
              0             1.82349   1.603553e+00         0.4654
              1              1.8235   7.655071e-01         0.4774
              2              1.8235   3.703145e-01         0.4838
              3              1.8235   1.844088e-01         0.4980
              4              1.8235   9.643062e-02         0.5229
              5              1.8235   5.010190e-02         0.5196
              6              1.8235   2.716707e-02         0.5422
              7              1.8235   1.533490e-02         0.5645
              8              1.8235   8.711600e-03         0.5681
              9              1.8235   4.909067e-03         0.5635
             10              1.8235   3.376672e-03         0.6878
             11              1.8235   2.040550e-03         0.6043
             12              1.8235   1.132715e-03         0.5551
             13              1.8235   6.093307e-04         0.5379
             14              1.8235   3.283355e-04         0.5388
             15              1.8235   1.727568e-04         0.5262
             16              1.8235   9.209700e-05         0.5331
         --------------------------------------------------------------
         Total Iterations: 17
         Avg Convergence Rate: 		         0.5383
         Final Residual: 		   9.209700e-05
         Total Reduction in Residual: 	   2.672909e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.182802
    setup: 0.138297 s
    solve: 0.0445051 s
    solve(per iteration): 0.00261795 s
resid in solve_px: 9.21e-05
time p: 5.22e-02
time Smag or Wale: 7.15e-07

comm_min_pans:  -1.04e+03, pk_max: 1.20e+03, u2prim_max: 3.84e+00, v2prim_max: 1.13e+00, w2prim_max: 2.22e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5018812719683923 1.0467536857036175 0.6509988449316243
yplus, min,max,mean 26.088647944521522 54.41204905663794 33.840034737898954
uplus, min,max,mean 15.888130760953846 34.194945105868776 25.05032718621906
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 5
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        66265            693197  0.000158         0.0181
           2(D)         6685            143235   0.00321        0.00345
           3(D)          146               476    0.0223       1.61e-05
           4(D)            2                 2       0.5       1.19e-07
         --------------------------------------------------------------
         Grid Complexity: 1.30902
         Operator Complexity: 1.51849
         Total Memory Usage: 0.0458454 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.578472e+00
              0             1.82349   4.399666e-02         0.0123
              1              1.8235   7.723989e-03         0.1756
              2              1.8235   1.940213e-03         0.2512
              3              1.8235   5.253887e-04         0.2708
              4              1.8235   1.433985e-04         0.2729
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1320
         Final Residual: 		   1.433985e-04
         Total Reduction in Residual: 	   4.007256e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0335301
    setup: 0.0259894 s
    solve: 0.00754064 s
    solve(per iteration): 0.00150813 s
resid in solve_pyamgx: 1.43e-04
time solve_pyamgx: 3.79e-02
time k: 5.05e-02
modify_eps, ustar[-2,-2],[2,2] 0.6299800960995078 0.6313705399216901
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        66381            694083  0.000158         0.0181
           2(D)         6541            137865   0.00322        0.00333
           3(D)          139               417    0.0216       1.35e-05
         --------------------------------------------------------------
         Grid Complexity: 1.30887
         Operator Complexity: 1.51567
         Total Memory Usage: 0.0457409 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.011293e+02
              0             1.82349   1.539375e+00         0.0031
              1              1.8235   3.165905e-01         0.2057
              2              1.8235   7.642634e-02         0.2414
              3              1.8235   2.067843e-02         0.2706
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0801
         Final Residual: 		   2.067843e-02
         Total Reduction in Residual: 	   4.126367e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0311214
    setup: 0.0252989 s
    solve: 0.00582246 s
    solve(per iteration): 0.00145562 s
resid in solve_pyamgx: 2.07e-02
time solve_pyamgx: 3.55e-02
time eps: 4.25e-02

--time step: 109, iter:0, max residual:2.86e-07, u:9.42e-08, v:7.55e-08, w:5.82e-08, p:2.86e-07, k:8.75e-11, eps:9.86e-12, om:0.00e+00


monitor time step: 109, iter:0, u: 1.43e+01, v:-1.94e-01, w: 4.88e-01, p: 1.09e+01, k: 1.25e+00, eps: 1.76e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  0, umax: 3.33e+01, vismax: 8.79e+02, kmin: 2.31e-02, epsmin: 2.61e-01, ommin: 1.00e+00, fkmax: 4.73e+00

time one iteration: 2.03e-01
modify_u, ustar[-2,-2],[2,2] 0.6299800960995078 0.6313705399216901
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05          0.024
           1(D)        20464            217592   0.00052        0.00566
           2(D)         2097              9605   0.00218       0.000277
         --------------------------------------------------------------
         Grid Complexity: 1.09538
         Operator Complexity: 1.13814
         Total Memory Usage: 0.0299078 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   9.480870e-02
              0             1.82349   3.105010e-03         0.0328
              1              1.8235   3.455877e-04         0.1113
              2              1.8235   6.149689e-05         0.1779
              3              1.8235   1.515803e-05         0.2465
              4              1.8235   3.836665e-06         0.2531
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1323
         Final Residual: 		   3.836665e-06
         Total Reduction in Residual: 	   4.046743e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0231349
    setup: 0.0170278 s
    solve: 0.00610714 s
    solve(per iteration): 0.00122143 s
resid in solve_pyamgx: 3.84e-06
time solve_pyamgx: 2.75e-02
time u: 3.18e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.763974e-02
              0             1.82349   1.783318e-03         0.0309
              1              1.8235   2.205069e-04         0.1236
              2              1.8235   4.074187e-05         0.1848
              3              1.8235   1.115931e-05         0.2739
              4              1.8235   3.511332e-06         0.3147
              5              1.8235   1.189944e-06         0.3389
         --------------------------------------------------------------
         Total Iterations: 6
         Avg Convergence Rate: 		         0.1656
         Final Residual: 		   1.189944e-06
         Total Reduction in Residual: 	   2.064450e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0243309
    setup: 0.0170278 s
    solve: 0.00730314 s
    solve(per iteration): 0.00121719 s
resid in solve_pyamgx: 1.19e-06
time solve_pyamgx: 7.78e-03
time v: 9.96e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   6.919491e-02
              0             1.82349   2.110105e-03         0.0305
              1              1.8235   2.252906e-04         0.1068
              2              1.8235   3.915654e-05         0.1738
              3              1.8235   9.624565e-06         0.2458
              4              1.8235   2.533423e-06         0.2632
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1296
         Final Residual: 		   2.533423e-06
         Total Reduction in Residual: 	   3.661286e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0230635
    setup: 0.0170278 s
    solve: 0.00603574 s
    solve(per iteration): 0.00120715 s
resid in solve_pyamgx: 2.53e-06
time solve_pyamgx: 6.46e-03
time w: 8.15e-03
area_out 3.2
flow_in 86.76586881112287 flow_out 86.76453544509036 area_out 3.2 flow_out_new 86.76586881112287 uinc: 0.00041667688515989454
xp.sum(su3d) 5.8117954893077695e-12
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   1.025526e+00
              0             1.82349   6.170025e-01         0.6016
              1              1.8235   2.891549e-01         0.4686
              2              1.8235   1.371661e-01         0.4744
              3              1.8235   6.629895e-02         0.4833
              4              1.8235   3.314048e-02         0.4999
              5              1.8235   1.692234e-02         0.5106
              6              1.8235   8.919200e-03         0.5271
              7              1.8235   4.766842e-03         0.5344
              8              1.8235   2.578603e-03         0.5409
              9              1.8235   1.405366e-03         0.5450
             10              1.8235   9.489812e-04         0.6753
             11              1.8235   5.548037e-04         0.5846
             12              1.8235   3.010754e-04         0.5427
             13              1.8235   1.561234e-04         0.5186
             14              1.8235   8.114124e-05         0.5197
             15              1.8235   4.129547e-05         0.5089
         --------------------------------------------------------------
         Total Iterations: 16
         Avg Convergence Rate: 		         0.5313
         Final Residual: 		   4.129547e-05
         Total Reduction in Residual: 	   4.026759e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.1801
    setup: 0.138297 s
    solve: 0.0418026 s
    solve(per iteration): 0.00261266 s
resid in solve_px: 4.13e-05
time p: 4.94e-02
time Smag or Wale: 4.77e-07

comm_min_pans:  -1.09e+03, pk_max: 1.21e+03, u2prim_max: 3.84e+00, v2prim_max: 1.13e+00, w2prim_max: 2.22e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5034842808130366 1.0469740130188883 0.651136275246535
yplus, min,max,mean 26.17197508927801 54.4235020477769 33.84717860100536
uplus, min,max,mean 15.898413998645436 34.24179905749567 25.04485457139543
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        66396            694532  0.000158         0.0181
           2(D)         6737            144787   0.00319        0.00349
           3(D)          183               633    0.0189       1.96e-05
         --------------------------------------------------------------
         Grid Complexity: 1.30995
         Operator Complexity: 1.52037
         Total Memory Usage: 0.0459234 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.460583e+00
              0             1.82349   2.138068e-02         0.0062
              1              1.8235   1.621326e-03         0.0758
              2              1.8235   1.883606e-04         0.1162
              3              1.8235   5.879562e-05         0.3121
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0642
         Final Residual: 		   5.879562e-05
         Total Reduction in Residual: 	   1.699009e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0311321
    setup: 0.0253297 s
    solve: 0.0058024 s
    solve(per iteration): 0.0014506 s
resid in solve_pyamgx: 5.88e-05
time solve_pyamgx: 3.54e-02
time k: 4.79e-02
modify_eps, ustar[-2,-2],[2,2] 0.6299821452267076 0.6313744947720167
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        66317            694109  0.000158         0.0181
           2(D)         6522            137422   0.00323        0.00332
           3(D)          136               490    0.0265        1.5e-05
         --------------------------------------------------------------
         Grid Complexity: 1.3085
         Operator Complexity: 1.51546
         Total Memory Usage: 0.0457287 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.471976e+02
              0             1.82349   1.792496e-01         0.0007
              1              1.8235   4.080364e-02         0.2276
              2              1.8235   1.052231e-02         0.2579
         --------------------------------------------------------------
         Total Iterations: 3
         Avg Convergence Rate: 		         0.0349
         Final Residual: 		   1.052231e-02
         Total Reduction in Residual: 	   4.256638e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0296505
    setup: 0.0252004 s
    solve: 0.00445005 s
    solve(per iteration): 0.00148335 s
resid in solve_pyamgx: 1.05e-02
time solve_pyamgx: 3.39e-02
time eps: 4.09e-02

--time step: 109, iter:1, max residual:1.54e-07, u:3.00e-09, v:9.30e-10, w:1.98e-09, p:1.54e-07, k:3.59e-11, eps:5.02e-12, om:0.00e+00


monitor time step: 109, iter:1, u: 1.43e+01, v:-1.88e-01, w: 5.01e-01, p: 1.09e+01, k: 1.25e+00, eps: 1.76e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  1, umax: 3.33e+01, vismax: 8.74e+02, kmin: 2.31e-02, epsmin: 2.61e-01, ommin: 1.00e+00, fkmax: 4.97e+00

time one iteration: 1.96e-01
vismean_mean 1.4545454545454544e-18
modify_u, ustar[-2,-2],[2,2] 0.6299821452267076 0.6313744947720167
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05          0.024
           1(D)        20497            218141  0.000519        0.00567
           2(D)         2108              9670   0.00218       0.000279
         --------------------------------------------------------------
         Grid Complexity: 1.09556
         Operator Complexity: 1.13851
         Total Memory Usage: 0.0299238 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   4.738245e+00
              0             1.82349   1.377139e-01         0.0291
              1              1.8235   1.289457e-02         0.0936
              2              1.8235   2.290528e-03         0.1776
              3              1.8235   5.338373e-04         0.2331
              4              1.8235   1.259031e-04         0.2358
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1216
         Final Residual: 		   1.259031e-04
         Total Reduction in Residual: 	   2.657167e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0223086
    setup: 0.0162568 s
    solve: 0.00605184 s
    solve(per iteration): 0.00121037 s
resid in solve_pyamgx: 1.26e-04
time solve_pyamgx: 2.66e-02
time u: 3.27e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.064727e+00
              0             1.82349   7.968357e-02         0.0260
              1              1.8235   3.349965e-03         0.0420
              2              1.8235   5.332138e-04         0.1592
              3              1.8235   9.765420e-05         0.1831
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0751
         Final Residual: 		   9.765420e-05
         Total Reduction in Residual: 	   3.186391e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0211312
    setup: 0.0162568 s
    solve: 0.00487443 s
    solve(per iteration): 0.00121861 s
resid in solve_pyamgx: 9.77e-05
time solve_pyamgx: 5.30e-03
time v: 7.54e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   4.009012e+00
              0             1.82349   9.683016e-02         0.0242
              1              1.8235   7.324858e-03         0.0756
              2              1.8235   1.357581e-03         0.1853
              3              1.8235   3.252308e-04         0.2396
              4              1.8235   8.024168e-05         0.2467
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1149
         Final Residual: 		   8.024168e-05
         Total Reduction in Residual: 	   2.001533e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0223686
    setup: 0.0162568 s
    solve: 0.00611187 s
    solve(per iteration): 0.00122237 s
resid in solve_pyamgx: 8.02e-05
time solve_pyamgx: 6.57e-03
time w: 8.19e-03
area_out 3.2
flow_in 86.76586881112289 flow_out 86.76453549553253 area_out 3.2 flow_out_new 86.76586881112287 uinc: 0.0004166611219869054
xp.sum(su3d) 1.2315481967561936e-11
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.489325e+00
              0             1.82349   1.619080e+00         0.4640
              1              1.8235   7.752704e-01         0.4788
              2              1.8235   3.772911e-01         0.4867
              3              1.8235   1.898091e-01         0.5031
              4              1.8235   9.994272e-02         0.5265
              5              1.8235   5.222981e-02         0.5226
              6              1.8235   2.849952e-02         0.5457
              7              1.8235   1.616160e-02         0.5671
              8              1.8235   9.189661e-03         0.5686
              9              1.8235   5.172100e-03         0.5628
             10              1.8235   3.550205e-03         0.6864
             11              1.8235   2.141417e-03         0.6032
             12              1.8235   1.190001e-03         0.5557
             13              1.8235   6.436468e-04         0.5409
             14              1.8235   3.486423e-04         0.5417
             15              1.8235   1.839728e-04         0.5277
             16              1.8235   9.834081e-05         0.5345
         --------------------------------------------------------------
         Total Iterations: 17
         Avg Convergence Rate: 		         0.5399
         Final Residual: 		   9.834081e-05
         Total Reduction in Residual: 	   2.818333e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.182986
    setup: 0.138297 s
    solve: 0.0446893 s
    solve(per iteration): 0.00262878 s
resid in solve_px: 9.83e-05
time p: 5.25e-02
time Smag or Wale: 4.77e-07

comm_min_pans:  -1.05e+03, pk_max: 1.22e+03, u2prim_max: 3.85e+00, v2prim_max: 1.13e+00, w2prim_max: 2.20e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5036486089429056 1.0470458120371395 0.6512008252580298
yplus, min,max,mean 26.180517146866094 54.427234283695114 33.85053402113908
uplus, min,max,mean 15.959438298988568 34.34784056281409 25.050013143634086
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        66251            692515  0.000158          0.018
           2(D)         6647            141171    0.0032        0.00341
           3(D)          167               535    0.0192        1.7e-05
         --------------------------------------------------------------
         Grid Complexity: 1.30889
         Operator Complexity: 1.51682
         Total Memory Usage: 0.0457824 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.909709e+00
              0             1.82349   4.329768e-02         0.0111
              1              1.8235   8.073068e-03         0.1865
              2              1.8235   2.065994e-03         0.2559
              3              1.8235   5.618676e-04         0.2720
              4              1.8235   1.619803e-04         0.2883
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1329
         Final Residual: 		   1.619803e-04
         Total Reduction in Residual: 	   4.143027e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0324742
    setup: 0.0252161 s
    solve: 0.00725811 s
    solve(per iteration): 0.00145162 s
resid in solve_pyamgx: 1.62e-04
time solve_pyamgx: 3.68e-02
time k: 4.94e-02
modify_eps, ustar[-2,-2],[2,2] 0.6299867612322965 0.6313738570051478
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        66514            696642  0.000157         0.0181
           2(D)         6573            139477   0.00323        0.00336
           3(D)          128               398    0.0243       1.27e-05
         --------------------------------------------------------------
         Grid Complexity: 1.30952
         Operator Complexity: 1.51824
         Total Memory Usage: 0.0458418 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   6.219920e+02
              0             1.82349   1.575902e+00         0.0025
              1              1.8235   3.266466e-01         0.2073
              2              1.8235   7.766727e-02         0.2378
              3              1.8235   2.066190e-02         0.2660
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0759
         Final Residual: 		   2.066190e-02
         Total Reduction in Residual: 	   3.321892e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0312115
    setup: 0.0254035 s
    solve: 0.00580803 s
    solve(per iteration): 0.00145201 s
resid in solve_pyamgx: 2.07e-02
time solve_pyamgx: 3.56e-02
time eps: 4.25e-02

--time step: 110, iter:0, max residual:3.04e-07, u:9.84e-08, v:7.63e-08, w:6.27e-08, p:3.04e-07, k:9.89e-11, eps:9.85e-12, om:0.00e+00


monitor time step: 110, iter:0, u: 1.43e+01, v:-2.04e-01, w: 7.29e-01, p: 1.15e+01, k: 1.25e+00, eps: 1.77e+02, om: 1.00e+00


-- cfl_max_x: 4.15e-01, cfl_max_y: 5.99e-01, at i=  0, j=  1


No of points cfl_x > 1:  0, No of points cfl_y > 1:  0


--time step:  1.17e-03, iter:  0, umax: 3.32e+01, vismax: 8.78e+02, kmin: 2.29e-02, epsmin: 2.59e-01, ommin: 1.00e+00, fkmax: 4.60e+00

time one iteration: 2.02e-01
time every 10th time steps: 3.96e+00
modify_u, ustar[-2,-2],[2,2] 0.6299867612322965 0.6313738570051478
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05          0.024
           1(D)        20505            217849  0.000518        0.00566
           2(D)         2108              9738   0.00219        0.00028
         --------------------------------------------------------------
         Grid Complexity: 1.0956
         Operator Complexity: 1.13837
         Total Memory Usage: 0.0299192 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   9.574988e-02
              0             1.82349   3.130131e-03         0.0327
              1              1.8235   3.438486e-04         0.1099
              2              1.8235   6.165169e-05         0.1793
              3              1.8235   1.562597e-05         0.2535
              4              1.8235   4.035810e-06         0.2583
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1333
         Final Residual: 		   4.035810e-06
         Total Reduction in Residual: 	   4.214951e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0224051
    setup: 0.0163219 s
    solve: 0.00608314 s
    solve(per iteration): 0.00121663 s
resid in solve_pyamgx: 4.04e-06
time solve_pyamgx: 2.67e-02
time u: 3.12e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.772743e-02
              0             1.82349   1.800649e-03         0.0312
              1              1.8235   2.251828e-04         0.1251
              2              1.8235   4.121385e-05         0.1830
              3              1.8235   1.129348e-05         0.2740
              4              1.8235   3.560673e-06         0.3153
              5              1.8235   1.235552e-06         0.3470
         --------------------------------------------------------------
         Total Iterations: 6
         Avg Convergence Rate: 		         0.1666
         Final Residual: 		   1.235552e-06
         Total Reduction in Residual: 	   2.140320e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0236257
    setup: 0.0163219 s
    solve: 0.00730378 s
    solve(per iteration): 0.0012173 s
resid in solve_pyamgx: 1.24e-06
time solve_pyamgx: 7.80e-03
time v: 9.99e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   7.043872e-02
              0             1.82349   2.131485e-03         0.0303
              1              1.8235   2.256458e-04         0.1059
              2              1.8235   3.864094e-05         0.1712
              3              1.8235   9.728001e-06         0.2518
              4              1.8235   2.597960e-06         0.2671
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1298
         Final Residual: 		   2.597960e-06
         Total Reduction in Residual: 	   3.688256e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0223815
    setup: 0.0163219 s
    solve: 0.00605962 s
    solve(per iteration): 0.00121192 s
resid in solve_pyamgx: 2.60e-06
time solve_pyamgx: 6.48e-03
time w: 8.10e-03
area_out 3.2
flow_in 86.76586881112289 flow_out 86.76453543380345 area_out 3.2 flow_out_new 86.76586881112289 uinc: 0.0004166804123251211
xp.sum(su3d) -3.254729818991109e-12
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   1.033915e+00
              0             1.82349   6.215500e-01         0.6012
              1              1.8235   2.911210e-01         0.4684
              2              1.8235   1.388186e-01         0.4768
              3              1.8235   6.733152e-02         0.4850
              4              1.8235   3.377426e-02         0.5016
              5              1.8235   1.731475e-02         0.5127
              6              1.8235   9.148450e-03         0.5284
              7              1.8235   4.905562e-03         0.5362
              8              1.8235   2.663451e-03         0.5429
              9              1.8235   1.460050e-03         0.5482
             10              1.8235   9.901841e-04         0.6782
             11              1.8235   5.800068e-04         0.5858
             12              1.8235   3.143299e-04         0.5419
             13              1.8235   1.626558e-04         0.5175
             14              1.8235   8.464181e-05         0.5204
             15              1.8235   4.302579e-05         0.5083
         --------------------------------------------------------------
         Total Iterations: 16
         Avg Convergence Rate: 		         0.5324
         Final Residual: 		   4.302579e-05
         Total Reduction in Residual: 	   4.161444e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.180137
    setup: 0.138297 s
    solve: 0.0418404 s
    solve(per iteration): 0.00261502 s
resid in solve_px: 4.30e-05
time p: 4.94e-02
time Smag or Wale: 4.77e-07

comm_min_pans:  -1.09e+03, pk_max: 1.23e+03, u2prim_max: 3.85e+00, v2prim_max: 1.13e+00, w2prim_max: 2.20e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.505464756288206 1.046905825733425 0.6513191637596867
yplus, min,max,mean 26.274923595867644 54.419957555913776 33.8566854590995
uplus, min,max,mean 15.964583942519933 34.38016691525902 25.044928805703602
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        66261            693471  0.000158         0.0181
           2(D)         6676            143350   0.00322        0.00345
           3(D)          132               356    0.0204       1.19e-05
         --------------------------------------------------------------
         Grid Complexity: 1.3089
         Operator Complexity: 1.51865
         Total Memory Usage: 0.0458489 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.421517e+00
              0             1.82349   2.372190e-02         0.0069
              1              1.8235   1.948245e-03         0.0821
              2              1.8235   2.031365e-04         0.1043
              3              1.8235   5.722221e-05         0.2817
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0639
         Final Residual: 		   5.722221e-05
         Total Reduction in Residual: 	   1.672422e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0310395
    setup: 0.0252127 s
    solve: 0.00582678 s
    solve(per iteration): 0.0014567 s
resid in solve_pyamgx: 5.72e-05
time solve_pyamgx: 3.53e-02
time k: 4.77e-02
modify_eps, ustar[-2,-2],[2,2] 0.6299886503596362 0.6313734499969992
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        66228            693980  0.000158         0.0181
           2(D)         6534            137862   0.00323        0.00333
           3(D)          137               345    0.0184       1.18e-05
         --------------------------------------------------------------
         Grid Complexity: 1.30818
         Operator Complexity: 1.51556
         Total Memory Usage: 0.0457285 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.336804e+02
              0             1.82349   1.599628e-01         0.0007
              1              1.8235   4.064052e-02         0.2541
              2              1.8235   1.117361e-02         0.2749
         --------------------------------------------------------------
         Total Iterations: 3
         Avg Convergence Rate: 		         0.0363
         Final Residual: 		   1.117361e-02
         Total Reduction in Residual: 	   4.781578e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0297137
    setup: 0.0252438 s
    solve: 0.00446989 s
    solve(per iteration): 0.00148996 s
resid in solve_pyamgx: 1.12e-02
time solve_pyamgx: 3.40e-02
time eps: 4.10e-02

--time step: 110, iter:1, max residual:1.62e-07, u:3.15e-09, v:9.65e-10, w:2.03e-09, p:1.62e-07, k:3.49e-11, eps:5.33e-12, om:0.00e+00


monitor time step: 110, iter:1, u: 1.43e+01, v:-1.98e-01, w: 7.43e-01, p: 1.16e+01, k: 1.25e+00, eps: 1.77e+02, om: 1.00e+00


-- cfl_max_x: 4.15e-01, cfl_max_y: 5.91e-01, at i=  0, j=  1


No of points cfl_x > 1:  0, No of points cfl_y > 1:  0


--time step:  1.17e-03, iter:  1, umax: 3.32e+01, vismax: 8.73e+02, kmin: 2.29e-02, epsmin: 2.59e-01, ommin: 1.00e+00, fkmax: 5.02e+00

time one iteration: 1.96e-01
vismean_mean 1.4414414414414412e-18
modify_u, ustar[-2,-2],[2,2] 0.6299886503596362 0.6313734499969992
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05          0.024
           1(D)        20526            218164  0.000518        0.00567
           2(D)         2100              9540   0.00216       0.000276
         --------------------------------------------------------------
         Grid Complexity: 1.09565
         Operator Complexity: 1.13844
         Total Memory Usage: 0.0299225 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   4.766868e+00
              0             1.82349   1.388396e-01         0.0291
              1              1.8235   1.304202e-02         0.0939
              2              1.8235   2.332068e-03         0.1788
              3              1.8235   5.419763e-04         0.2324
              4              1.8235   1.283580e-04         0.2368
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1219
         Final Residual: 		   1.283580e-04
         Total Reduction in Residual: 	   2.692711e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0223579
    setup: 0.0162657 s
    solve: 0.00609219 s
    solve(per iteration): 0.00121844 s
resid in solve_pyamgx: 1.28e-04
time solve_pyamgx: 2.67e-02
time u: 3.28e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.083769e+00
              0             1.82349   8.030930e-02         0.0260
              1              1.8235   3.353048e-03         0.0418
              2              1.8235   5.223393e-04         0.1558
              3              1.8235   9.821184e-05         0.1880
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0751
         Final Residual: 		   9.821184e-05
         Total Reduction in Residual: 	   3.184799e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0211555
    setup: 0.0162657 s
    solve: 0.00488979 s
    solve(per iteration): 0.00122245 s
resid in solve_pyamgx: 9.82e-05
time solve_pyamgx: 5.34e-03
time v: 7.64e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   4.028084e+00
              0             1.82349   9.730978e-02         0.0242
              1              1.8235   7.389264e-03         0.0759
              2              1.8235   1.363788e-03         0.1846
              3              1.8235   3.223463e-04         0.2364
              4              1.8235   7.918708e-05         0.2457
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1145
         Final Residual: 		   7.918708e-05
         Total Reduction in Residual: 	   1.965874e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0223538
    setup: 0.0162657 s
    solve: 0.00608813 s
    solve(per iteration): 0.00121763 s
resid in solve_pyamgx: 7.92e-05
time solve_pyamgx: 6.52e-03
time w: 8.12e-03
area_out 3.2
flow_in 86.7658688111229 flow_out 86.76453548604549 area_out 3.2 flow_out_new 86.7658688111229 uinc: 0.00041666408669094324
xp.sum(su3d) -1.2476020216922734e-11
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.532683e+00
              0             1.82349   1.637723e+00         0.4636
              1              1.8235   7.880414e-01         0.4812
              2              1.8235   3.857435e-01         0.4895
              3              1.8235   1.960061e-01         0.5081
              4              1.8235   1.038433e-01         0.5298
              5              1.8235   5.458363e-02         0.5256
              6              1.8235   2.992656e-02         0.5483
              7              1.8235   1.702841e-02         0.5690
              8              1.8235   9.670845e-03         0.5679
              9              1.8235   5.436608e-03         0.5622
             10              1.8235   3.726296e-03         0.6854
             11              1.8235   2.242468e-03         0.6018
             12              1.8235   1.248120e-03         0.5566
             13              1.8235   6.784358e-04         0.5436
             14              1.8235   3.694951e-04         0.5446
             15              1.8235   1.957166e-04         0.5297
             16              1.8235   1.048807e-04         0.5359
         --------------------------------------------------------------
         Total Iterations: 17
         Avg Convergence Rate: 		         0.5416
         Final Residual: 		   1.048807e-04
         Total Reduction in Residual: 	   2.968867e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.182898
    setup: 0.138297 s
    solve: 0.0446013 s
    solve(per iteration): 0.0026236 s
resid in solve_px: 1.05e-04
time p: 5.23e-02
time Smag or Wale: 4.77e-07

comm_min_pans:  -1.05e+03, pk_max: 1.24e+03, u2prim_max: 3.85e+00, v2prim_max: 1.12e+00, w2prim_max: 2.19e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5056041722883337 1.0468694650136918 0.6513864377792
yplus, min,max,mean 26.28217067829194 54.41806746343751 33.860182477834655
uplus, min,max,mean 16.024233471480176 34.04568976787578 25.050237016367785
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 5
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        66291            694475  0.000158         0.0181
           2(D)         6706            144922   0.00322        0.00349
           3(D)          172               626    0.0212       2.04e-05
           4(D)            2                 2       0.5       1.19e-07
         --------------------------------------------------------------
         Grid Complexity: 1.30933
         Operator Complexity: 1.52042
         Total Memory Usage: 0.0459189 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.852184e+00
              0             1.82349   4.345860e-02         0.0113
              1              1.8235   7.973419e-03         0.1835
              2              1.8235   2.007412e-03         0.2518
              3              1.8235   5.337683e-04         0.2659
              4              1.8235   1.496457e-04         0.2804
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1312
         Final Residual: 		   1.496457e-04
         Total Reduction in Residual: 	   3.884698e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.033809
    setup: 0.0262867 s
    solve: 0.0075223 s
    solve(per iteration): 0.00150446 s
resid in solve_pyamgx: 1.50e-04
time solve_pyamgx: 3.82e-02
time k: 5.07e-02
modify_eps, ustar[-2,-2],[2,2] 0.6299929008669711 0.6313571729469521
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        66276            693466  0.000158         0.0181
           2(D)         6609            138905   0.00318        0.00335
           3(D)          140               392      0.02       1.29e-05
         --------------------------------------------------------------
         Grid Complexity: 1.30872
         Operator Complexity: 1.51592
         Total Memory Usage: 0.0457479 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   6.242761e+02
              0             1.82349   1.580581e+00         0.0025
              1              1.8235   3.291319e-01         0.2082
              2              1.8235   7.986733e-02         0.2427
              3              1.8235   2.247881e-02         0.2815
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0775
         Final Residual: 		   2.247881e-02
         Total Reduction in Residual: 	   3.600780e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0311382
    setup: 0.0253092 s
    solve: 0.00582902 s
    solve(per iteration): 0.00145726 s
resid in solve_pyamgx: 2.25e-02
time solve_pyamgx: 3.55e-02
time eps: 4.25e-02

--time step: 111, iter:0, max residual:3.24e-07, u:1.00e-07, v:7.67e-08, w:6.19e-08, p:3.24e-07, k:9.13e-11, eps:1.07e-11, om:0.00e+00


monitor time step: 111, iter:0, u: 1.44e+01, v:-2.13e-01, w: 9.69e-01, p: 1.21e+01, k: 1.26e+00, eps: 1.78e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  0, umax: 3.33e+01, vismax: 1.00e+03, kmin: 2.27e-02, epsmin: 2.58e-01, ommin: 1.00e+00, fkmax: 4.64e+00

time one iteration: 2.02e-01
modify_u, ustar[-2,-2],[2,2] 0.6299929008669711 0.6313571729469521
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05          0.024
           1(D)        20512            217892  0.000518        0.00567
           2(D)         2088              9624   0.00221       0.000277
         --------------------------------------------------------------
         Grid Complexity: 1.09554
         Operator Complexity: 1.13833
         Total Memory Usage: 0.0299171 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   9.683429e-02
              0             1.82349   3.168221e-03         0.0327
              1              1.8235   3.528770e-04         0.1114
              2              1.8235   6.375248e-05         0.1807
              3              1.8235   1.651004e-05         0.2590
              4              1.8235   4.335798e-06         0.2626
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1350
         Final Residual: 		   4.335798e-06
         Total Reduction in Residual: 	   4.477544e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0224972
    setup: 0.0163962 s
    solve: 0.00610099 s
    solve(per iteration): 0.0012202 s
resid in solve_pyamgx: 4.34e-06
time solve_pyamgx: 2.68e-02
time u: 3.13e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.803384e-02
              0             1.82349   1.825857e-03         0.0315
              1              1.8235   2.296036e-04         0.1258
              2              1.8235   4.083970e-05         0.1779
              3              1.8235   1.132641e-05         0.2773
              4              1.8235   3.722187e-06         0.3286
              5              1.8235   1.257422e-06         0.3378
         --------------------------------------------------------------
         Total Iterations: 6
         Avg Convergence Rate: 		         0.1670
         Final Residual: 		   1.257422e-06
         Total Reduction in Residual: 	   2.166704e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.023736
    setup: 0.0163962 s
    solve: 0.00733981 s
    solve(per iteration): 0.0012233 s
resid in solve_pyamgx: 1.26e-06
time solve_pyamgx: 7.76e-03
time v: 1.01e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   7.181010e-02
              0             1.82349   2.158741e-03         0.0301
              1              1.8235   2.247562e-04         0.1041
              2              1.8235   3.807210e-05         0.1694
              3              1.8235   9.522812e-06         0.2501
              4              1.8235   2.598360e-06         0.2729
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1293
         Final Residual: 		   2.598360e-06
         Total Reduction in Residual: 	   3.618377e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0224498
    setup: 0.0163962 s
    solve: 0.00605354 s
    solve(per iteration): 0.00121071 s
resid in solve_pyamgx: 2.60e-06
time solve_pyamgx: 6.51e-03
time w: 8.11e-03
area_out 3.2
flow_in 86.7658688111229 flow_out 86.7645354260877 area_out 3.2 flow_out_new 86.76586881112286 uinc: 0.0004166828234986042
xp.sum(su3d) 3.940847648209456e-12
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   1.039515e+00
              0             1.82349   6.261622e-01         0.6024
              1              1.8235   2.937261e-01         0.4691
              2              1.8235   1.408645e-01         0.4796
              3              1.8235   6.860748e-02         0.4870
              4              1.8235   3.456188e-02         0.5038
              5              1.8235   1.773984e-02         0.5133
              6              1.8235   9.360079e-03         0.5276
              7              1.8235   5.027534e-03         0.5371
              8              1.8235   2.735514e-03         0.5441
              9              1.8235   1.506981e-03         0.5509
             10              1.8235   1.024818e-03         0.6800
             11              1.8235   6.009967e-04         0.5864
             12              1.8235   3.251359e-04         0.5410
             13              1.8235   1.684673e-04         0.5181
             14              1.8235   8.777825e-05         0.5210
             15              1.8235   4.474362e-05         0.5097
         --------------------------------------------------------------
         Total Iterations: 16
         Avg Convergence Rate: 		         0.5335
         Final Residual: 		   4.474362e-05
         Total Reduction in Residual: 	   4.304279e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.180312
    setup: 0.138297 s
    solve: 0.0420151 s
    solve(per iteration): 0.00262595 s
resid in solve_px: 4.47e-05
time p: 4.98e-02
time Smag or Wale: 7.15e-07

comm_min_pans:  -1.09e+03, pk_max: 1.25e+03, u2prim_max: 3.85e+00, v2prim_max: 1.12e+00, w2prim_max: 2.19e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5076254033457067 1.0463729612447379 0.651548380099442
yplus, min,max,mean 26.38723772983488 54.39225834730818 33.86860051695283
uplus, min,max,mean 15.998560566118114 34.065098217976676 25.04357667513123
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        66276            695180  0.000158         0.0181
           2(D)         6706            144440   0.00321        0.00348
           3(D)          155               459    0.0191       1.49e-05
         --------------------------------------------------------------
         Grid Complexity: 1.30919
         Operator Complexity: 1.52045
         Total Memory Usage: 0.0459172 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.424310e+00
              0             1.82349   2.151707e-02         0.0063
              1              1.8235   1.548012e-03         0.0719
              2              1.8235   1.724937e-04         0.1114
              3              1.8235   5.324605e-05         0.3087
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0628
         Final Residual: 		   5.324605e-05
         Total Reduction in Residual: 	   1.554942e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0309452
    setup: 0.0251413 s
    solve: 0.00580397 s
    solve(per iteration): 0.00145099 s
resid in solve_pyamgx: 5.32e-05
time solve_pyamgx: 3.55e-02
time k: 4.80e-02
modify_eps, ustar[-2,-2],[2,2] 0.6299946351357231 0.6313508375314506
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        66246            693154  0.000158         0.0181
           2(D)         6615            138719   0.00317        0.00335
           3(D)          140               492    0.0251       1.52e-05
         --------------------------------------------------------------
         Grid Complexity: 1.30861
         Operator Complexity: 1.51567
         Total Memory Usage: 0.0457378 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.116201e+02
              0             1.82349   1.574218e-01         0.0007
              1              1.8235   3.763227e-02         0.2391
              2              1.8235   9.609101e-03         0.2553
         --------------------------------------------------------------
         Total Iterations: 3
         Avg Convergence Rate: 		         0.0357
         Final Residual: 		   9.609101e-03
         Total Reduction in Residual: 	   4.540731e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0297319
    setup: 0.025305 s
    solve: 0.00442691 s
    solve(per iteration): 0.00147564 s
resid in solve_pyamgx: 9.61e-03
time solve_pyamgx: 3.40e-02
time eps: 4.11e-02

--time step: 111, iter:1, max residual:1.69e-07, u:3.39e-09, v:9.82e-10, w:2.03e-09, p:1.69e-07, k:3.25e-11, eps:4.58e-12, om:0.00e+00


monitor time step: 111, iter:1, u: 1.44e+01, v:-2.07e-01, w: 9.84e-01, p: 1.22e+01, k: 1.26e+00, eps: 1.78e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  1, umax: 3.33e+01, vismax: 1.16e+03, kmin: 2.27e-02, epsmin: 2.58e-01, ommin: 1.00e+00, fkmax: 4.96e+00

time one iteration: 1.97e-01
vismean_mean 1.4285714285714285e-18
modify_u, ustar[-2,-2],[2,2] 0.6299946351357231 0.6313508375314506
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05          0.024
           1(D)        20513            217999  0.000518        0.00567
           2(D)         2094              9586   0.00219       0.000277
         --------------------------------------------------------------
         Grid Complexity: 1.09557
         Operator Complexity: 1.13837
         Total Memory Usage: 0.0299189 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   4.795690e+00
              0             1.82349   1.400165e-01         0.0292
              1              1.8235   1.322410e-02         0.0944
              2              1.8235   2.345296e-03         0.1774
              3              1.8235   5.411322e-04         0.2307
              4              1.8235   1.302749e-04         0.2407
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1221
         Final Residual: 		   1.302749e-04
         Total Reduction in Residual: 	   2.716499e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.022371
    setup: 0.0163007 s
    solve: 0.00607027 s
    solve(per iteration): 0.00121405 s
resid in solve_pyamgx: 1.30e-04
time solve_pyamgx: 2.67e-02
time u: 3.27e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.103046e+00
              0             1.82349   8.092837e-02         0.0261
              1              1.8235   3.394035e-03         0.0419
              2              1.8235   5.341390e-04         0.1574
              3              1.8235   9.478872e-05         0.1775
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0743
         Final Residual: 		   9.478872e-05
         Total Reduction in Residual: 	   3.054699e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0211504
    setup: 0.0163007 s
    solve: 0.00484966 s
    solve(per iteration): 0.00121242 s
resid in solve_pyamgx: 9.48e-05
time solve_pyamgx: 5.31e-03
time v: 7.48e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   4.046336e+00
              0             1.82349   9.777326e-02         0.0242
              1              1.8235   7.407948e-03         0.0758
              2              1.8235   1.368441e-03         0.1847
              3              1.8235   3.270858e-04         0.2390
              4              1.8235   8.110689e-05         0.2480
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1149
         Final Residual: 		   8.110689e-05
         Total Reduction in Residual: 	   2.004452e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.022371
    setup: 0.0163007 s
    solve: 0.00607027 s
    solve(per iteration): 0.00121405 s
resid in solve_pyamgx: 8.11e-05
time solve_pyamgx: 6.56e-03
time w: 8.17e-03
area_out 3.2
flow_in 86.76586881112289 flow_out 86.76453547953189 area_out 3.2 flow_out_new 86.76586881112287 uinc: 0.00041666612218715926
xp.sum(su3d) 1.1260548049563113e-11
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.573729e+00
              0             1.82349   1.659249e+00         0.4643
              1              1.8235   8.016258e-01         0.4831
              2              1.8235   3.939632e-01         0.4915
              3              1.8235   2.019820e-01         0.5127
              4              1.8235   1.075855e-01         0.5326
              5              1.8235   5.678405e-02         0.5278
              6              1.8235   3.121618e-02         0.5497
              7              1.8235   1.781429e-02         0.5707
              8              1.8235   1.009659e-02         0.5668
              9              1.8235   5.671198e-03         0.5617
             10              1.8235   3.881943e-03         0.6845
             11              1.8235   2.333007e-03         0.6010
             12              1.8235   1.300613e-03         0.5575
             13              1.8235   7.095327e-04         0.5455
             14              1.8235   3.873610e-04         0.5459
             15              1.8235   2.055858e-04         0.5307
             16              1.8235   1.104886e-04         0.5374
         --------------------------------------------------------------
         Total Iterations: 17
         Avg Convergence Rate: 		         0.5429
         Final Residual: 		   1.104886e-04
         Total Reduction in Residual: 	   3.091688e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.182849
    setup: 0.138297 s
    solve: 0.0445522 s
    solve(per iteration): 0.00262072 s
resid in solve_px: 1.10e-04
time p: 5.21e-02
time Smag or Wale: 4.77e-07

comm_min_pans:  -1.02e+03, pk_max: 1.26e+03, u2prim_max: 3.85e+00, v2prim_max: 1.12e+00, w2prim_max: 2.18e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5077332484649557 1.046228515119726 0.6515596802439041
yplus, min,max,mean 26.39284370380874 54.38474979037875 33.869187917812475
uplus, min,max,mean 16.046756089007957 33.742873828398956 25.051068141656856
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        66388            696086  0.000158         0.0181
           2(D)         6723            144535    0.0032        0.00348
           3(D)          160               540    0.0211       1.69e-05
         --------------------------------------------------------------
         Grid Complexity: 1.30976
         Operator Complexity: 1.52112
         Total Memory Usage: 0.0459483 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.893191e+00
              0             1.82349   4.381813e-02         0.0113
              1              1.8235   7.818077e-03         0.1784
              2              1.8235   1.948939e-03         0.2493
              3              1.8235   5.204097e-04         0.2670
              4              1.8235   1.463596e-04         0.2812
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1303
         Final Residual: 		   1.463596e-04
         Total Reduction in Residual: 	   3.759374e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0323797
    setup: 0.0250572 s
    solve: 0.0073225 s
    solve(per iteration): 0.0014645 s
resid in solve_pyamgx: 1.46e-04
time solve_pyamgx: 3.67e-02
time k: 4.91e-02
modify_eps, ustar[-2,-2],[2,2] 0.6299985307728675 0.6313147299116658
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        66306            694804  0.000158         0.0181
           2(D)         6580            139050   0.00321        0.00335
           3(D)          123               349    0.0231       1.15e-05
         --------------------------------------------------------------
         Grid Complexity: 1.30865
         Operator Complexity: 1.51681
         Total Memory Usage: 0.0457794 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.840171e+02
              0             1.82349   1.577092e+00         0.0027
              1              1.8235   3.231284e-01         0.2049
              2              1.8235   7.595732e-02         0.2351
              3              1.8235   2.013568e-02         0.2651
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0766
         Final Residual: 		   2.013568e-02
         Total Reduction in Residual: 	   3.447789e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.031005
    setup: 0.0251941 s
    solve: 0.00581088 s
    solve(per iteration): 0.00145272 s
resid in solve_pyamgx: 2.01e-02
time solve_pyamgx: 3.54e-02
time eps: 4.24e-02

--time step: 112, iter:0, max residual:3.41e-07, u:1.02e-07, v:7.41e-08, w:6.34e-08, p:3.41e-07, k:8.93e-11, eps:9.60e-12, om:0.00e+00


monitor time step: 112, iter:0, u: 1.45e+01, v:-2.21e-01, w: 1.21e+00, p: 1.26e+01, k: 1.26e+00, eps: 1.79e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  0, umax: 3.36e+01, vismax: 1.16e+03, kmin: 2.25e-02, epsmin: 2.56e-01, ommin: 1.00e+00, fkmax: 4.94e+00

time one iteration: 2.00e-01
modify_u, ustar[-2,-2],[2,2] 0.6299985307728675 0.6313147299116658
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05          0.024
           1(D)        20556            219038  0.000518        0.00569
           2(D)         2076              9528   0.00221       0.000275
         --------------------------------------------------------------
         Grid Complexity: 1.09568
         Operator Complexity: 1.13897
         Total Memory Usage: 0.0299423 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   9.847851e-02
              0             1.82349   3.212874e-03         0.0326
              1              1.8235   3.526665e-04         0.1098
              2              1.8235   6.422112e-05         0.1821
              3              1.8235   1.651267e-05         0.2571
              4              1.8235   4.350479e-06         0.2635
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1346
         Final Residual: 		   4.350479e-06
         Total Reduction in Residual: 	   4.417694e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0224275
    setup: 0.0163717 s
    solve: 0.00605584 s
    solve(per iteration): 0.00121117 s
resid in solve_pyamgx: 4.35e-06
time solve_pyamgx: 2.69e-02
time u: 3.13e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.891072e-02
              0             1.82349   1.853209e-03         0.0315
              1              1.8235   2.314409e-04         0.1249
              2              1.8235   4.155195e-05         0.1795
              3              1.8235   1.166575e-05         0.2808
              4              1.8235   3.698112e-06         0.3170
              5              1.8235   1.298961e-06         0.3512
         --------------------------------------------------------------
         Total Iterations: 6
         Avg Convergence Rate: 		         0.1675
         Final Residual: 		   1.298961e-06
         Total Reduction in Residual: 	   2.204966e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0236605
    setup: 0.0163717 s
    solve: 0.00728883 s
    solve(per iteration): 0.00121481 s
resid in solve_pyamgx: 1.30e-06
time solve_pyamgx: 7.76e-03
time v: 9.97e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   7.293197e-02
              0             1.82349   2.172800e-03         0.0298
              1              1.8235   2.225733e-04         0.1024
              2              1.8235   3.875158e-05         0.1741
              3              1.8235   9.748747e-06         0.2516
              4              1.8235   2.559634e-06         0.2626
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1285
         Final Residual: 		   2.559634e-06
         Total Reduction in Residual: 	   3.509619e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0224281
    setup: 0.0163717 s
    solve: 0.00605645 s
    solve(per iteration): 0.00121129 s
resid in solve_pyamgx: 2.56e-06
time solve_pyamgx: 6.54e-03
time w: 8.16e-03
area_out 3.2
flow_in 86.76586881112289 flow_out 86.76453542082503 area_out 3.2 flow_out_new 86.76586881112289 uinc: 0.00041668446808085235
xp.sum(su3d) -9.9245056617292e-12
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   1.051564e+00
              0             1.82349   6.332942e-01         0.6022
              1              1.8235   2.979505e-01         0.4705
              2              1.8235   1.432882e-01         0.4809
              3              1.8235   6.991811e-02         0.4880
              4              1.8235   3.531451e-02         0.5051
              5              1.8235   1.816944e-02         0.5145
              6              1.8235   9.581947e-03         0.5274
              7              1.8235   5.161716e-03         0.5387
              8              1.8235   2.809650e-03         0.5443
              9              1.8235   1.549585e-03         0.5515
             10              1.8235   1.054304e-03         0.6804
             11              1.8235   6.173891e-04         0.5856
             12              1.8235   3.338565e-04         0.5408
             13              1.8235   1.733664e-04         0.5193
             14              1.8235   9.043746e-05         0.5217
             15              1.8235   4.609596e-05         0.5097
         --------------------------------------------------------------
         Total Iterations: 16
         Avg Convergence Rate: 		         0.5341
         Final Residual: 		   4.609596e-05
         Total Reduction in Residual: 	   4.383560e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.180128
    setup: 0.138297 s
    solve: 0.0418312 s
    solve(per iteration): 0.00261445 s
resid in solve_px: 4.61e-05
time p: 4.96e-02
time Smag or Wale: 7.15e-07

comm_min_pans:  -1.10e+03, pk_max: 1.26e+03, u2prim_max: 3.85e+00, v2prim_max: 1.12e+00, w2prim_max: 2.18e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5099364509279947 1.04540275118264 0.6518278100991799
yplus, min,max,mean 26.50736994062824 54.3418251668808 33.88312576683854
uplus, min,max,mean 16.045871394309135 33.801156934812774 25.04051359862935
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        66514            697280  0.000158         0.0182
           2(D)         6751            145677    0.0032        0.00351
           3(D)          146               502    0.0236       1.56e-05
         --------------------------------------------------------------
         Grid Complexity: 1.31035
         Operator Complexity: 1.52254
         Total Memory Usage: 0.0460071 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.395706e+00
              0             1.82349   1.963143e-02         0.0058
              1              1.8235   1.362254e-03         0.0694
              2              1.8235   1.801622e-04         0.1323
              3              1.8235   6.398221e-05         0.3551
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0659
         Final Residual: 		   6.398221e-05
         Total Reduction in Residual: 	   1.884209e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.031134
    setup: 0.0253237 s
    solve: 0.0058103 s
    solve(per iteration): 0.00145258 s
resid in solve_pyamgx: 6.40e-05
time solve_pyamgx: 3.56e-02
time k: 4.81e-02
modify_eps, ustar[-2,-2],[2,2] 0.6300001146375475 0.6313006565857067
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        66378            695508  0.000158         0.0181
           2(D)         6592            138734   0.00319        0.00335
           3(D)          126               366    0.0231        1.2e-05
         --------------------------------------------------------------
         Grid Complexity: 1.30902
         Operator Complexity: 1.51706
         Total Memory Usage: 0.045793 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.269258e+02
              0             1.82349   1.773280e-01         0.0008
              1              1.8235   4.890943e-02         0.2758
              2              1.8235   1.552331e-02         0.3174
              3              1.8235   5.261727e-03         0.3390
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0694
         Final Residual: 		   5.261727e-03
         Total Reduction in Residual: 	   2.318699e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0312198
    setup: 0.0253952 s
    solve: 0.00582458 s
    solve(per iteration): 0.00145614 s
resid in solve_pyamgx: 5.26e-03
time solve_pyamgx: 3.56e-02
time eps: 4.26e-02

--time step: 112, iter:1, max residual:1.74e-07, u:3.40e-09, v:1.01e-09, w:2.00e-09, p:1.74e-07, k:3.91e-11, eps:2.51e-12, om:0.00e+00


monitor time step: 112, iter:1, u: 1.45e+01, v:-2.16e-01, w: 1.22e+00, p: 1.27e+01, k: 1.26e+00, eps: 1.80e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  1, umax: 3.36e+01, vismax: 1.26e+03, kmin: 2.25e-02, epsmin: 2.56e-01, ommin: 1.00e+00, fkmax: 4.94e+00

time one iteration: 1.98e-01
vismean_mean 1.415929203539823e-18
modify_u, ustar[-2,-2],[2,2] 0.6300001146375475 0.6313006565857067
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05          0.024
           1(D)        20537            218787  0.000519        0.00569
           2(D)         2062              9182   0.00216       0.000267
         --------------------------------------------------------------
         Grid Complexity: 1.09554
         Operator Complexity: 1.13861
         Total Memory Usage: 0.0299273 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   4.824696e+00
              0             1.82349   1.407700e-01         0.0292
              1              1.8235   1.296349e-02         0.0921
              2              1.8235   2.282983e-03         0.1761
              3              1.8235   5.218133e-04         0.2286
              4              1.8235   1.194983e-04         0.2290
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1199
         Final Residual: 		   1.194983e-04
         Total Reduction in Residual: 	   2.476805e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.022441
    setup: 0.016354 s
    solve: 0.00608701 s
    solve(per iteration): 0.0012174 s
resid in solve_pyamgx: 1.19e-04
time solve_pyamgx: 2.68e-02
time u: 3.28e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.122374e+00
              0             1.82349   8.154094e-02         0.0261
              1              1.8235   3.381278e-03         0.0415
              2              1.8235   5.226806e-04         0.1546
              3              1.8235   9.356859e-05         0.1790
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0740
         Final Residual: 		   9.356859e-05
         Total Reduction in Residual: 	   2.996713e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0213445
    setup: 0.016354 s
    solve: 0.00499053 s
    solve(per iteration): 0.00124763 s
resid in solve_pyamgx: 9.36e-05
time solve_pyamgx: 5.52e-03
time v: 7.86e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   4.063624e+00
              0             1.82349   9.820402e-02         0.0242
              1              1.8235   7.466832e-03         0.0760
              2              1.8235   1.389489e-03         0.1861
              3              1.8235   3.336021e-04         0.2401
              4              1.8235   8.247352e-05         0.2472
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1152
         Final Residual: 		   8.247352e-05
         Total Reduction in Residual: 	   2.029556e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0224446
    setup: 0.016354 s
    solve: 0.00609062 s
    solve(per iteration): 0.00121812 s
resid in solve_pyamgx: 8.25e-05
time solve_pyamgx: 6.59e-03
time w: 8.32e-03
area_out 3.2
flow_in 86.76586881112289 flow_out 86.76453547158926 area_out 3.2 flow_out_new 86.76586881112289 uinc: 0.0004166686042594847
xp.sum(su3d) 1.1655121312514893e-12
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.617565e+00
              0             1.82349   1.682507e+00         0.4651
              1              1.8235   8.142083e-01         0.4839
              2              1.8235   4.006474e-01         0.4921
              3              1.8235   2.067837e-01         0.5161
              4              1.8235   1.106694e-01         0.5352
              5              1.8235   5.871175e-02         0.5305
              6              1.8235   3.235234e-02         0.5510
              7              1.8235   1.849197e-02         0.5716
              8              1.8235   1.045004e-02         0.5651
              9              1.8235   5.858519e-03         0.5606
             10              1.8235   4.005865e-03         0.6838
             11              1.8235   2.402118e-03         0.5997
             12              1.8235   1.340789e-03         0.5582
             13              1.8235   7.330924e-04         0.5468
             14              1.8235   4.011705e-04         0.5472
             15              1.8235   2.134373e-04         0.5320
             16              1.8235   1.149071e-04         0.5384
         --------------------------------------------------------------
         Total Iterations: 17
         Avg Convergence Rate: 		         0.5438
         Final Residual: 		   1.149071e-04
         Total Reduction in Residual: 	   3.176366e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.183023
    setup: 0.138297 s
    solve: 0.0447263 s
    solve(per iteration): 0.00263096 s
resid in solve_px: 1.15e-04
time p: 5.24e-02
time Smag or Wale: 4.77e-07

comm_min_pans:  -1.06e+03, pk_max: 1.27e+03, u2prim_max: 3.85e+00, v2prim_max: 1.12e+00, w2prim_max: 2.17e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.510017441788427 1.0451555992718224 0.6519074157793673
yplus, min,max,mean 26.51157998424325 54.32897778733056 33.88726380641241
uplus, min,max,mean 16.104185046026217 34.278763099326376 25.04605508255592
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        66255            695781  0.000159         0.0181
           2(D)         6739            145669   0.00321        0.00351
           3(D)          163               553    0.0208       1.72e-05
         --------------------------------------------------------------
         Grid Complexity: 1.30927
         Operator Complexity: 1.52164
         Total Memory Usage: 0.0459611 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.603974e+00
              0             1.82349   4.336096e-02         0.0120
              1              1.8235   7.804652e-03         0.1800
              2              1.8235   1.901826e-03         0.2437
              3              1.8235   5.149579e-04         0.2708
              4              1.8235   1.476305e-04         0.2867
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1326
         Final Residual: 		   1.476305e-04
         Total Reduction in Residual: 	   4.096324e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0327594
    setup: 0.0254528 s
    solve: 0.00730659 s
    solve(per iteration): 0.00146132 s
resid in solve_pyamgx: 1.48e-04
time solve_pyamgx: 3.72e-02
time k: 4.97e-02
modify_eps, ustar[-2,-2],[2,2] 0.6300036657323496 0.631240001462268
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        66102            692226  0.000158          0.018
           2(D)         6570            139864   0.00324        0.00337
           3(D)          122               376    0.0253       1.21e-05
         --------------------------------------------------------------
         Grid Complexity: 1.30774
         Operator Complexity: 1.51573
         Total Memory Usage: 0.0457294 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.402946e+02
              0             1.82349   1.582995e+00         0.0029
              1              1.8235   3.207281e-01         0.2026
              2              1.8235   7.626511e-02         0.2378
              3              1.8235   2.087895e-02         0.2738
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0788
         Final Residual: 		   2.087895e-02
         Total Reduction in Residual: 	   3.864363e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.031207
    setup: 0.0253448 s
    solve: 0.00586218 s
    solve(per iteration): 0.00146554 s
resid in solve_pyamgx: 2.09e-02
time solve_pyamgx: 3.56e-02
time eps: 4.26e-02

--time step: 113, iter:0, max residual:3.55e-07, u:9.34e-08, v:7.31e-08, w:6.44e-08, p:3.55e-07, k:9.01e-11, eps:9.96e-12, om:0.00e+00


monitor time step: 113, iter:0, u: 1.46e+01, v:-2.29e-01, w: 1.44e+00, p: 1.31e+01, k: 1.27e+00, eps: 1.81e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  0, umax: 3.35e+01, vismax: 1.27e+03, kmin: 2.23e-02, epsmin: 2.55e-01, ommin: 1.00e+00, fkmax: 4.51e+00

time one iteration: 2.02e-01
modify_u, ustar[-2,-2],[2,2] 0.6300036657323496 0.631240001462268
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05          0.024
           1(D)        20513            218325  0.000519        0.00567
           2(D)         2028              9234   0.00225       0.000267
         --------------------------------------------------------------
         Grid Complexity: 1.09529
         Operator Complexity: 1.13836
         Total Memory Usage: 0.0299154 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   9.931648e-02
              0             1.82349   3.238718e-03         0.0326
              1              1.8235   3.549672e-04         0.1096
              2              1.8235   6.339043e-05         0.1786
              3              1.8235   1.556677e-05         0.2456
              4              1.8235   3.984777e-06         0.2560
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1320
         Final Residual: 		   3.984777e-06
         Total Reduction in Residual: 	   4.012201e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0224328
    setup: 0.016359 s
    solve: 0.00607373 s
    solve(per iteration): 0.00121475 s
resid in solve_pyamgx: 3.98e-06
time solve_pyamgx: 2.68e-02
time u: 3.14e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.880989e-02
              0             1.82349   1.867350e-03         0.0318
              1              1.8235   2.347654e-04         0.1257
              2              1.8235   4.075782e-05         0.1736
              3              1.8235   1.016025e-05         0.2493
              4              1.8235   2.500017e-06         0.2461
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1336
         Final Residual: 		   2.500017e-06
         Total Reduction in Residual: 	   4.251015e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0224966
    setup: 0.016359 s
    solve: 0.00613754 s
    solve(per iteration): 0.00122751 s
resid in solve_pyamgx: 2.50e-06
time solve_pyamgx: 6.63e-03
time v: 8.91e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   7.386466e-02
              0             1.82349   2.192486e-03         0.0297
              1              1.8235   2.231417e-04         0.1018
              2              1.8235   3.954838e-05         0.1772
              3              1.8235   9.639839e-06         0.2437
              4              1.8235   2.453383e-06         0.2545
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1271
         Final Residual: 		   2.453383e-06
         Total Reduction in Residual: 	   3.321456e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0224051
    setup: 0.016359 s
    solve: 0.00604602 s
    solve(per iteration): 0.0012092 s
resid in solve_pyamgx: 2.45e-06
time solve_pyamgx: 6.59e-03
time w: 8.24e-03
area_out 3.2
flow_in 86.76586881112289 flow_out 86.76453541705808 area_out 3.2 flow_out_new 86.76586881112291 uinc: 0.00041668564525032536
xp.sum(su3d) -3.713473972766224e-12
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   1.061838e+00
              0             1.82349   6.416193e-01         0.6043
              1              1.8235   3.016911e-01         0.4702
              2              1.8235   1.456862e-01         0.4829
              3              1.8235   7.109049e-02         0.4880
              4              1.8235   3.606285e-02         0.5073
              5              1.8235   1.868230e-02         0.5180
              6              1.8235   9.864434e-03         0.5280
              7              1.8235   5.330175e-03         0.5403
              8              1.8235   2.902266e-03         0.5445
              9              1.8235   1.598292e-03         0.5507
             10              1.8235   1.085848e-03         0.6794
             11              1.8235   6.350326e-04         0.5848
             12              1.8235   3.437402e-04         0.5413
             13              1.8235   1.794298e-04         0.5220
             14              1.8235   9.400172e-05         0.5239
             15              1.8235   4.807832e-05         0.5115
         --------------------------------------------------------------
         Total Iterations: 16
         Avg Convergence Rate: 		         0.5352
         Final Residual: 		   4.807832e-05
         Total Reduction in Residual: 	   4.527842e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.180157
    setup: 0.138297 s
    solve: 0.0418605 s
    solve(per iteration): 0.00261628 s
resid in solve_px: 4.81e-05
time p: 4.98e-02
time Smag or Wale: 4.77e-07

comm_min_pans:  -1.10e+03, pk_max: 1.28e+03, u2prim_max: 3.85e+00, v2prim_max: 1.12e+00, w2prim_max: 2.17e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5123413145850968 1.0441099953577897 0.6520956110487194
yplus, min,max,mean 26.632378871642235 54.27462550537425 33.89704651878122
uplus, min,max,mean 16.108105550631382 34.322584979057396 25.038671277804422
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        66308            694918  0.000158         0.0181
           2(D)         6744            145322    0.0032         0.0035
           3(D)          154               478    0.0202       1.53e-05
         --------------------------------------------------------------
         Grid Complexity: 1.30948
         Operator Complexity: 1.52084
         Total Memory Usage: 0.045935 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.256830e+00
              0             1.82349   2.190566e-02         0.0067
              1              1.8235   1.659235e-03         0.0757
              2              1.8235   1.684910e-04         0.1015
              3              1.8235   4.949633e-05         0.2938
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0624
         Final Residual: 		   4.949633e-05
         Total Reduction in Residual: 	   1.519770e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0311062
    setup: 0.0252837 s
    solve: 0.00582246 s
    solve(per iteration): 0.00145562 s
resid in solve_pyamgx: 4.95e-05
time solve_pyamgx: 3.56e-02
time k: 4.84e-02
modify_eps, ustar[-2,-2],[2,2] 0.6300051034742773 0.6312159976753261
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        66268            694070  0.000158         0.0181
           2(D)         6602            139614    0.0032        0.00337
           3(D)          124               398    0.0259       1.26e-05
         --------------------------------------------------------------
         Grid Complexity: 1.30859
         Operator Complexity: 1.51673
         Total Memory Usage: 0.0457759 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.063041e+02
              0             1.82349   1.503565e-01         0.0007
              1              1.8235   3.593167e-02         0.2390
              2              1.8235   8.979692e-03         0.2499
         --------------------------------------------------------------
         Total Iterations: 3
         Avg Convergence Rate: 		         0.0352
         Final Residual: 		   8.979692e-03
         Total Reduction in Residual: 	   4.352648e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0295158
    setup: 0.0251004 s
    solve: 0.00441549 s
    solve(per iteration): 0.00147183 s
resid in solve_pyamgx: 8.98e-03
time solve_pyamgx: 3.39e-02
time eps: 4.10e-02

--time step: 113, iter:1, max residual:1.82e-07, u:3.11e-09, v:1.95e-09, w:1.92e-09, p:1.82e-07, k:3.02e-11, eps:4.28e-12, om:0.00e+00


monitor time step: 113, iter:1, u: 1.46e+01, v:-2.24e-01, w: 1.45e+00, p: 1.31e+01, k: 1.27e+00, eps: 1.81e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  1, umax: 3.35e+01, vismax: 1.34e+03, kmin: 2.23e-02, epsmin: 2.55e-01, ommin: 1.00e+00, fkmax: 4.90e+00

time one iteration: 1.96e-01
vismean_mean 1.4035087719298244e-18
modify_u, ustar[-2,-2],[2,2] 0.6300051034742773 0.6312159976753261
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05          0.024
           1(D)        20510            217922  0.000518        0.00567
           2(D)         2050              9510   0.00226       0.000274
         --------------------------------------------------------------
         Grid Complexity: 1.09537
         Operator Complexity: 1.13828
         Total Memory Usage: 0.0299134 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   4.853970e+00
              0             1.82349   1.419777e-01         0.0292
              1              1.8235   1.309014e-02         0.0922
              2              1.8235   2.298788e-03         0.1756
              3              1.8235   5.218850e-04         0.2270
              4              1.8235   1.222612e-04         0.2343
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1203
         Final Residual: 		   1.222612e-04
         Total Reduction in Residual: 	   2.518788e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0224871
    setup: 0.016421 s
    solve: 0.00606618 s
    solve(per iteration): 0.00121324 s
resid in solve_pyamgx: 1.22e-04
time solve_pyamgx: 2.69e-02
time u: 3.29e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.141743e+00
              0             1.82349   8.215047e-02         0.0261
              1              1.8235   3.404222e-03         0.0414
              2              1.8235   5.298584e-04         0.1556
              3              1.8235   9.239509e-05         0.1744
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0736
         Final Residual: 		   9.239509e-05
         Total Reduction in Residual: 	   2.940887e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0212868
    setup: 0.016421 s
    solve: 0.00486586 s
    solve(per iteration): 0.00121646 s
resid in solve_pyamgx: 9.24e-05
time solve_pyamgx: 5.34e-03
time v: 7.55e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   4.080100e+00
              0             1.82349   9.857733e-02         0.0242
              1              1.8235   7.462851e-03         0.0757
              2              1.8235   1.393366e-03         0.1867
              3              1.8235   3.325023e-04         0.2386
              4              1.8235   8.328919e-05         0.2505
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1153
         Final Residual: 		   8.328919e-05
         Total Reduction in Residual: 	   2.041352e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0224721
    setup: 0.016421 s
    solve: 0.00605117 s
    solve(per iteration): 0.00121023 s
resid in solve_pyamgx: 8.33e-05
time solve_pyamgx: 6.49e-03
time w: 8.18e-03
area_out 3.2
flow_in 86.76586881112289 flow_out 86.76453546876701 area_out 3.2 flow_out_new 86.7658688111229 uinc: 0.0004166694862117737
xp.sum(su3d) -2.6996183066785306e-12
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.663880e+00
              0             1.82349   1.706655e+00         0.4658
              1              1.8235   8.255259e-01         0.4837
              2              1.8235   4.081673e-01         0.4944
              3              1.8235   2.121424e-01         0.5197
              4              1.8235   1.141090e-01         0.5379
              5              1.8235   6.085928e-02         0.5333
              6              1.8235   3.357234e-02         0.5516
              7              1.8235   1.919108e-02         0.5716
              8              1.8235   1.082602e-02         0.5641
              9              1.8235   6.061726e-03         0.5599
             10              1.8235   4.141150e-03         0.6832
             11              1.8235   2.479370e-03         0.5987
             12              1.8235   1.386098e-03         0.5591
             13              1.8235   7.589281e-04         0.5475
             14              1.8235   4.167689e-04         0.5492
             15              1.8235   2.219365e-04         0.5325
             16              1.8235   1.195829e-04         0.5388
         --------------------------------------------------------------
         Total Iterations: 17
         Avg Convergence Rate: 		         0.5446
         Final Residual: 		   1.195829e-04
         Total Reduction in Residual: 	   3.263832e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.182743
    setup: 0.138297 s
    solve: 0.0444458 s
    solve(per iteration): 0.00261446 s
resid in solve_px: 1.20e-04
time p: 5.20e-02
time Smag or Wale: 9.54e-07

comm_min_pans:  -1.01e+03, pk_max: 1.29e+03, u2prim_max: 3.85e+00, v2prim_max: 1.12e+00, w2prim_max: 2.16e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5124408006593452 1.0437865231091854 0.6522082307299285
yplus, min,max,mean 26.637550328142833 54.25781086397399 33.90290068266179
uplus, min,max,mean 16.169824627284978 34.37571594010008 25.043466164114495
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        66204            694630  0.000158         0.0181
           2(D)         6659            144123   0.00325        0.00347
           3(D)          126               396    0.0249       1.26e-05
         --------------------------------------------------------------
         Grid Complexity: 1.30856
         Operator Complexity: 1.51987
         Total Memory Usage: 0.0458889 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.719697e+00
              0             1.82349   4.266318e-02         0.0115
              1              1.8235   7.610732e-03         0.1784
              2              1.8235   1.836471e-03         0.2413
              3              1.8235   4.866004e-04         0.2650
              4              1.8235   1.414894e-04         0.2908
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1306
         Final Residual: 		   1.414894e-04
         Total Reduction in Residual: 	   3.803788e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0326588
    setup: 0.0254062 s
    solve: 0.00725258 s
    solve(per iteration): 0.00145052 s
resid in solve_pyamgx: 1.41e-04
time solve_pyamgx: 3.70e-02
time k: 4.94e-02
modify_eps, ustar[-2,-2],[2,2] 0.6300083194322452 0.6311251242047383
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        66189            694161  0.000158         0.0181
           2(D)         6607            140649   0.00322        0.00339
           3(D)          145               467    0.0222       1.48e-05
         --------------------------------------------------------------
         Grid Complexity: 1.30836
         Operator Complexity: 1.51747
         Total Memory Usage: 0.0457997 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.762441e+02
              0             1.82349   1.576675e+00         0.0027
              1              1.8235   3.158619e-01         0.2003
              2              1.8235   7.253768e-02         0.2296
              3              1.8235   1.948648e-02         0.2686
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0763
         Final Residual: 		   1.948648e-02
         Total Reduction in Residual: 	   3.381636e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0311426
    setup: 0.0253317 s
    solve: 0.00581088 s
    solve(per iteration): 0.00145272 s
resid in solve_pyamgx: 1.95e-02
time solve_pyamgx: 3.55e-02
time eps: 4.25e-02

--time step: 114, iter:0, max residual:3.70e-07, u:9.55e-08, v:7.22e-08, w:6.51e-08, p:3.70e-07, k:8.64e-11, eps:9.29e-12, om:0.00e+00


monitor time step: 114, iter:0, u: 1.47e+01, v:-2.36e-01, w: 1.66e+00, p: 1.34e+01, k: 1.28e+00, eps: 1.82e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  0, umax: 3.35e+01, vismax: 1.35e+03, kmin: 2.21e-02, epsmin: 2.53e-01, ommin: 1.00e+00, fkmax: 4.78e+00

time one iteration: 2.01e-01
modify_u, ustar[-2,-2],[2,2] 0.6300083194322452 0.6311251242047383
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05          0.024
           1(D)        20524            218504  0.000519        0.00568
           2(D)         2070              9460   0.00221       0.000273
         --------------------------------------------------------------
         Grid Complexity: 1.09552
         Operator Complexity: 1.1386
         Total Memory Usage: 0.0299269 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   1.002397e-01
              0             1.82349   3.267900e-03         0.0326
              1              1.8235   3.567380e-04         0.1092
              2              1.8235   6.321111e-05         0.1772
              3              1.8235   1.558382e-05         0.2465
              4              1.8235   4.123909e-06         0.2646
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1327
         Final Residual: 		   4.123909e-06
         Total Reduction in Residual: 	   4.114047e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0224316
    setup: 0.0163216 s
    solve: 0.00611005 s
    solve(per iteration): 0.00122201 s
resid in solve_pyamgx: 4.12e-06
time solve_pyamgx: 2.67e-02
time u: 3.12e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.964770e-02
              0             1.82349   1.902557e-03         0.0319
              1              1.8235   2.383523e-04         0.1253
              2              1.8235   4.036578e-05         0.1694
              3              1.8235   1.017696e-05         0.2521
              4              1.8235   2.652265e-06         0.2606
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1348
         Final Residual: 		   2.652265e-06
         Total Reduction in Residual: 	   4.446551e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0223816
    setup: 0.0163216 s
    solve: 0.00606003 s
    solve(per iteration): 0.00121201 s
resid in solve_pyamgx: 2.65e-06
time solve_pyamgx: 6.47e-03
time v: 8.71e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   7.507975e-02
              0             1.82349   2.220363e-03         0.0296
              1              1.8235   2.241182e-04         0.1009
              2              1.8235   3.904014e-05         0.1742
              3              1.8235   9.640796e-06         0.2469
              4              1.8235   2.507636e-06         0.2601
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1273
         Final Residual: 		   2.507636e-06
         Total Reduction in Residual: 	   3.339963e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0223848
    setup: 0.0163216 s
    solve: 0.00606323 s
    solve(per iteration): 0.00121265 s
resid in solve_pyamgx: 2.51e-06
time solve_pyamgx: 6.53e-03
time w: 8.14e-03
area_out 3.2
flow_in 86.76586881112289 flow_out 86.76453541660658 area_out 3.2 flow_out_new 86.76586881112287 uinc: 0.0004166857863463491
xp.sum(su3d) -1.9981793997203567e-12
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   1.065954e+00
              0             1.82349   6.452942e-01         0.6054
              1              1.8235   3.041952e-01         0.4714
              2              1.8235   1.471270e-01         0.4837
              3              1.8235   7.178849e-02         0.4879
              4              1.8235   3.646065e-02         0.5079
              5              1.8235   1.902750e-02         0.5219
              6              1.8235   1.009249e-02         0.5304
              7              1.8235   5.463792e-03         0.5414
              8              1.8235   2.970072e-03         0.5436
              9              1.8235   1.631243e-03         0.5492
             10              1.8235   1.106089e-03         0.6781
             11              1.8235   6.456520e-04         0.5837
             12              1.8235   3.501814e-04         0.5424
             13              1.8235   1.839598e-04         0.5253
             14              1.8235   9.675314e-05         0.5259
             15              1.8235   4.959031e-05         0.5125
         --------------------------------------------------------------
         Total Iterations: 16
         Avg Convergence Rate: 		         0.5361
         Final Residual: 		   4.959031e-05
         Total Reduction in Residual: 	   4.652198e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.180084
    setup: 0.138297 s
    solve: 0.0417866 s
    solve(per iteration): 0.00261166 s
resid in solve_px: 4.96e-05
time p: 4.93e-02
time Smag or Wale: 4.77e-07

comm_min_pans:  -1.10e+03, pk_max: 1.29e+03, u2prim_max: 3.85e+00, v2prim_max: 1.12e+00, w2prim_max: 2.16e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5136822620903251 1.0427702466892086 0.6523909966544954
yplus, min,max,mean 26.702083619218847 54.204983075379474 33.912401168391355
uplus, min,max,mean 16.17513849344874 34.403875409527856 25.036353282260226
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        66290            695222  0.000158         0.0181
           2(D)         6769            146871   0.00321        0.00354
           3(D)          165               545      0.02       1.71e-05
         --------------------------------------------------------------
         Grid Complexity: 1.30956
         Operator Complexity: 1.52203
         Total Memory Usage: 0.0459788 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.833472e+00
              0             1.82349   2.115218e-02         0.0055
              1              1.8235   1.454808e-03         0.0688
              2              1.8235   1.836452e-04         0.1262
         --------------------------------------------------------------
         Total Iterations: 3
         Avg Convergence Rate: 		         0.0363
         Final Residual: 		   1.836452e-04
         Total Reduction in Residual: 	   4.790573e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0295654
    setup: 0.0251253 s
    solve: 0.00444006 s
    solve(per iteration): 0.00148002 s
resid in solve_pyamgx: 1.84e-04
time solve_pyamgx: 3.38e-02
time k: 4.63e-02
modify_eps, ustar[-2,-2],[2,2] 0.6300096146406935 0.6310884697503129
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        66258            694112  0.000158         0.0181
           2(D)         6599            139997   0.00321        0.00338
           3(D)          116               274    0.0204        9.6e-06
         --------------------------------------------------------------
         Grid Complexity: 1.3085
         Operator Complexity: 1.51692
         Total Memory Usage: 0.0457816 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.938779e+02
              0             1.82349   2.097631e-01         0.0005
              1              1.8235   4.822844e-02         0.2299
              2              1.8235   1.114356e-02         0.2311
         --------------------------------------------------------------
         Total Iterations: 3
         Avg Convergence Rate: 		         0.0305
         Final Residual: 		   1.114356e-02
         Total Reduction in Residual: 	   2.829190e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.029614
    setup: 0.0251703 s
    solve: 0.00444365 s
    solve(per iteration): 0.00148122 s
resid in solve_pyamgx: 1.11e-02
time solve_pyamgx: 3.40e-02
time eps: 4.10e-02

--time step: 114, iter:1, max residual:1.88e-07, u:3.22e-09, v:2.07e-09, w:1.96e-09, p:1.88e-07, k:1.12e-10, eps:5.31e-12, om:0.00e+00


monitor time step: 114, iter:1, u: 1.47e+01, v:-2.32e-01, w: 1.68e+00, p: 1.35e+01, k: 1.28e+00, eps: 1.83e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  1, umax: 3.35e+01, vismax: 1.39e+03, kmin: 2.21e-02, epsmin: 2.54e-01, ommin: 1.00e+00, fkmax: 5.02e+00

time one iteration: 1.93e-01
vismean_mean 1.3913043478260869e-18
modify_u, ustar[-2,-2],[2,2] 0.6300096146406935 0.6310884697503129
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05          0.024
           1(D)        20520            218166  0.000518        0.00567
           2(D)         2053              9543   0.00226       0.000275
         --------------------------------------------------------------
         Grid Complexity: 1.09543
         Operator Complexity: 1.13845
         Total Memory Usage: 0.0299202 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   4.883426e+00
              0             1.82349   1.428279e-01         0.0292
              1              1.8235   1.307746e-02         0.0916
              2              1.8235   2.328012e-03         0.1780
              3              1.8235   5.314737e-04         0.2283
              4              1.8235   1.252426e-04         0.2357
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1207
         Final Residual: 		   1.252426e-04
         Total Reduction in Residual: 	   2.564647e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0223746
    setup: 0.0162777 s
    solve: 0.0060969 s
    solve(per iteration): 0.00121938 s
resid in solve_pyamgx: 1.25e-04
time solve_pyamgx: 2.67e-02
time u: 3.27e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.161158e+00
              0             1.82349   8.276774e-02         0.0262
              1              1.8235   3.428872e-03         0.0414
              2              1.8235   5.374418e-04         0.1567
              3              1.8235   9.626530e-05         0.1791
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0743
         Final Residual: 		   9.626530e-05
         Total Reduction in Residual: 	   3.045254e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0211365
    setup: 0.0162777 s
    solve: 0.00485882 s
    solve(per iteration): 0.0012147 s
resid in solve_pyamgx: 9.63e-05
time solve_pyamgx: 5.32e-03
time v: 7.49e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   4.095792e+00
              0             1.82349   9.901942e-02         0.0242
              1              1.8235   7.539258e-03         0.0761
              2              1.8235   1.393837e-03         0.1849
              3              1.8235   3.307578e-04         0.2373
              4              1.8235   8.242776e-05         0.2492
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1150
         Final Residual: 		   8.242776e-05
         Total Reduction in Residual: 	   2.012499e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0223439
    setup: 0.0162777 s
    solve: 0.00606618 s
    solve(per iteration): 0.00121324 s
resid in solve_pyamgx: 8.24e-05
time solve_pyamgx: 6.55e-03
time w: 8.23e-03
area_out 3.2
flow_in 86.76586881112287 flow_out 86.76453546865338 area_out 3.2 flow_out_new 86.76586881112286 uinc: 0.000416669521716706
xp.sum(su3d) 3.005706794567686e-11
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.696308e+00
              0             1.82349   1.720173e+00         0.4654
              1              1.8235   8.333126e-01         0.4844
              2              1.8235   4.140244e-01         0.4968
              3              1.8235   2.163694e-01         0.5226
              4              1.8235   1.166331e-01         0.5390
              5              1.8235   6.248603e-02         0.5357
              6              1.8235   3.451981e-02         0.5524
              7              1.8235   1.971440e-02         0.5711
              8              1.8235   1.109711e-02         0.5629
              9              1.8235   6.208722e-03         0.5595
             10              1.8235   4.240450e-03         0.6830
             11              1.8235   2.537039e-03         0.5983
             12              1.8235   1.418689e-03         0.5592
             13              1.8235   7.773598e-04         0.5479
             14              1.8235   4.278623e-04         0.5504
             15              1.8235   2.277860e-04         0.5324
             16              1.8235   1.229009e-04         0.5395
         --------------------------------------------------------------
         Total Iterations: 17
         Avg Convergence Rate: 		         0.5452
         Final Residual: 		   1.229009e-04
         Total Reduction in Residual: 	   3.324963e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.18277
    setup: 0.138297 s
    solve: 0.0444726 s
    solve(per iteration): 0.00261604 s
resid in solve_px: 1.23e-04
time p: 5.19e-02
time Smag or Wale: 7.15e-07

comm_min_pans:  -1.06e+03, pk_max: 1.30e+03, u2prim_max: 3.85e+00, v2prim_max: 1.11e+00, w2prim_max: 2.15e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5129337106904691 1.0424401481390662 0.6524941939770164
yplus, min,max,mean 26.6631726356258 54.18782398747829 33.91776554193236
uplus, min,max,mean 16.06909034746123 33.04270189103266 25.041751137311707
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        66337            696247  0.000158         0.0181
           2(D)         6665            142413   0.00321        0.00343
           3(D)          137               439    0.0234       1.39e-05
         --------------------------------------------------------------
         Grid Complexity: 1.3092
         Operator Complexity: 1.51984
         Total Memory Usage: 0.0458955 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.922163e+00
              0             1.82349   4.368037e-02         0.0111
              1              1.8235   7.923079e-03         0.1814
              2              1.8235   1.945335e-03         0.2455
              3              1.8235   5.211797e-04         0.2679
              4              1.8235   1.503913e-04         0.2886
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1308
         Final Residual: 		   1.503913e-04
         Total Reduction in Residual: 	   3.834398e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0326122
    setup: 0.0253766 s
    solve: 0.00723558 s
    solve(per iteration): 0.00144712 s
resid in solve_pyamgx: 1.50e-04
time solve_pyamgx: 3.69e-02
time k: 4.94e-02
modify_eps, ustar[-2,-2],[2,2] 0.6300125035690908 0.6309602119146263
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 5
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        66216            693470  0.000158         0.0181
           2(D)         6505            136509   0.00323         0.0033
           3(D)          140               502    0.0256       1.65e-05
           4(D)            2                 2       0.5       1.19e-07
         --------------------------------------------------------------
         Grid Complexity: 1.30803
         Operator Complexity: 1.5145
         Total Memory Usage: 0.0456895 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   6.499291e+02
              0             1.82349   1.605276e+00         0.0025
              1              1.8235   3.282265e-01         0.2045
              2              1.8235   7.581576e-02         0.2310
              3              1.8235   2.046213e-02         0.2699
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0749
         Final Residual: 		   2.046213e-02
         Total Reduction in Residual: 	   3.148363e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0321478
    setup: 0.0261308 s
    solve: 0.00601702 s
    solve(per iteration): 0.00150426 s
resid in solve_pyamgx: 2.05e-02
time solve_pyamgx: 3.65e-02
time eps: 4.34e-02

--time step: 115, iter:0, max residual:3.80e-07, u:9.78e-08, v:7.52e-08, w:6.44e-08, p:3.80e-07, k:9.18e-11, eps:9.76e-12, om:0.00e+00


monitor time step: 115, iter:0, u: 1.48e+01, v:-2.43e-01, w: 1.88e+00, p: 1.37e+01, k: 1.28e+00, eps: 1.84e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  0, umax: 3.40e+01, vismax: 1.38e+03, kmin: 2.20e-02, epsmin: 2.52e-01, ommin: 1.00e+00, fkmax: 4.97e+00

time one iteration: 2.01e-01
modify_u, ustar[-2,-2],[2,2] 0.6300125035690908 0.6309602119146263
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05          0.024
           1(D)        20475            217575  0.000519        0.00566
           2(D)         2027              9245   0.00225       0.000267
         --------------------------------------------------------------
         Grid Complexity: 1.09513
         Operator Complexity: 1.13791
         Total Memory Usage: 0.0298969 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   1.017131e-01
              0             1.82349   3.319455e-03         0.0326
              1              1.8235   3.626841e-04         0.1093
              2              1.8235   6.389303e-05         0.1762
              3              1.8235   1.614092e-05         0.2526
              4              1.8235   4.308802e-06         0.2669
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1335
         Final Residual: 		   4.308802e-06
         Total Reduction in Residual: 	   4.236232e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0225579
    setup: 0.0164185 s
    solve: 0.00613936 s
    solve(per iteration): 0.00122787 s
resid in solve_pyamgx: 4.31e-06
time solve_pyamgx: 2.70e-02
time u: 3.13e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   6.016518e-02
              0             1.82349   1.927124e-03         0.0320
              1              1.8235   2.411086e-04         0.1251
              2              1.8235   4.088414e-05         0.1696
              3              1.8235   1.033043e-05         0.2527
              4              1.8235   2.733539e-06         0.2646
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1354
         Final Residual: 		   2.733539e-06
         Total Reduction in Residual: 	   4.543391e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0225076
    setup: 0.0164185 s
    solve: 0.00608912 s
    solve(per iteration): 0.00121782 s
resid in solve_pyamgx: 2.73e-06
time solve_pyamgx: 6.51e-03
time v: 8.74e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   7.561263e-02
              0             1.82349   2.230364e-03         0.0295
              1              1.8235   2.232922e-04         0.1001
              2              1.8235   3.923569e-05         0.1757
              3              1.8235   9.816388e-06         0.2502
              4              1.8235   2.559566e-06         0.2607
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1276
         Final Residual: 		   2.559566e-06
         Total Reduction in Residual: 	   3.385103e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.02251
    setup: 0.0164185 s
    solve: 0.00609152 s
    solve(per iteration): 0.0012183 s
resid in solve_pyamgx: 2.56e-06
time solve_pyamgx: 6.58e-03
time w: 8.18e-03
area_out 3.2
flow_in 86.76586881112287 flow_out 86.76453541737779 area_out 3.2 flow_out_new 86.76586881112289 uinc: 0.00041668554533913493
xp.sum(su3d) 4.665157149474908e-12
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   1.076851e+00
              0             1.82349   6.502940e-01         0.6039
              1              1.8235   3.061342e-01         0.4708
              2              1.8235   1.482390e-01         0.4842
              3              1.8235   7.223699e-02         0.4873
              4              1.8235   3.666820e-02         0.5076
              5              1.8235   1.928099e-02         0.5258
              6              1.8235   1.027777e-02         0.5331
              7              1.8235   5.569611e-03         0.5419
              8              1.8235   3.026253e-03         0.5434
              9              1.8235   1.658090e-03         0.5479
             10              1.8235   1.123254e-03         0.6774
             11              1.8235   6.553561e-04         0.5834
             12              1.8235   3.561195e-04         0.5434
             13              1.8235   1.879712e-04         0.5278
             14              1.8235   9.901416e-05         0.5268
             15              1.8235   5.084286e-05         0.5135
         --------------------------------------------------------------
         Total Iterations: 16
         Avg Convergence Rate: 		         0.5366
         Final Residual: 		   5.084286e-05
         Total Reduction in Residual: 	   4.721439e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.180164
    setup: 0.138297 s
    solve: 0.0418673 s
    solve(per iteration): 0.0026167 s
resid in solve_px: 5.08e-05
time p: 4.96e-02
time Smag or Wale: 7.15e-07

comm_min_pans:  -1.10e+03, pk_max: 1.30e+03, u2prim_max: 3.85e+00, v2prim_max: 1.11e+00, w2prim_max: 2.15e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5162111668417745 1.0288757316742096 0.6526414158445573
yplus, min,max,mean 26.833540418726493 53.48272239176304 33.92541838671165
uplus, min,max,mean 16.078270881667557 33.10963342397856 25.03595899534486
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 5
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        66184            693560  0.000158         0.0181
           2(D)         6644            143330   0.00325        0.00345
           3(D)          154               494    0.0208       1.68e-05
           4(D)            2                 2       0.5       1.19e-07
         --------------------------------------------------------------
         Grid Complexity: 1.30854
         Operator Complexity: 1.51878
         Total Memory Usage: 0.0458501 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.441872e+00
              0             1.82349   2.251200e-02         0.0065
              1              1.8235   1.820926e-03         0.0809
              2              1.8235   2.027937e-04         0.1114
              3              1.8235   7.163625e-05         0.3532
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0675
         Final Residual: 		   7.163625e-05
         Total Reduction in Residual: 	   2.081316e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0322752
    setup: 0.0262254 s
    solve: 0.00604982 s
    solve(per iteration): 0.00151246 s
resid in solve_pyamgx: 7.16e-05
time solve_pyamgx: 3.66e-02
time k: 4.92e-02
modify_eps, ustar[-2,-2],[2,2] 0.6300136608658716 0.6309071440159306
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        66199            694089  0.000158         0.0181
           2(D)         6625            139701   0.00318        0.00337
           3(D)          134               392    0.0218       1.28e-05
         --------------------------------------------------------------
         Grid Complexity: 1.30843
         Operator Complexity: 1.5168
         Total Memory Usage: 0.0457762 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.446820e+02
              0             1.82349   1.788864e-01         0.0007
              1              1.8235   4.923614e-02         0.2752
              2              1.8235   1.468438e-02         0.2982
              3              1.8235   4.593004e-03         0.3128
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0658
         Final Residual: 		   4.593004e-03
         Total Reduction in Residual: 	   1.877132e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.031034
    setup: 0.0251788 s
    solve: 0.00585523 s
    solve(per iteration): 0.00146381 s
resid in solve_pyamgx: 4.59e-03
time solve_pyamgx: 3.55e-02
time eps: 4.25e-02

--time step: 115, iter:1, max residual:1.94e-07, u:3.37e-09, v:2.14e-09, w:2.00e-09, p:1.94e-07, k:4.37e-11, eps:2.19e-12, om:0.00e+00


monitor time step: 115, iter:1, u: 1.48e+01, v:-2.39e-01, w: 1.89e+00, p: 1.37e+01, k: 1.28e+00, eps: 1.84e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  1, umax: 3.40e+01, vismax: 1.40e+03, kmin: 2.20e-02, epsmin: 2.52e-01, ommin: 1.00e+00, fkmax: 4.97e+00

time one iteration: 1.98e-01
vismean_mean 1.379310344827586e-18
modify_u, ustar[-2,-2],[2,2] 0.6300136608658716 0.6309071440159306
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05          0.024
           1(D)        20539            218613  0.000518        0.00568
           2(D)         2046              9370   0.00224        0.00027
         --------------------------------------------------------------
         Grid Complexity: 1.09548
         Operator Complexity: 1.13861
         Total Memory Usage: 0.029927 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   4.913207e+00
              0             1.82349   1.442074e-01         0.0294
              1              1.8235   1.332571e-02         0.0924
              2              1.8235   2.330450e-03         0.1749
              3              1.8235   5.333489e-04         0.2289
              4              1.8235   1.250217e-04         0.2344
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1205
         Final Residual: 		   1.250217e-04
         Total Reduction in Residual: 	   2.544605e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0225403
    setup: 0.0164282 s
    solve: 0.0061121 s
    solve(per iteration): 0.00122242 s
resid in solve_pyamgx: 1.25e-04
time solve_pyamgx: 2.69e-02
time u: 3.30e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.180521e+00
              0             1.82349   8.339730e-02         0.0262
              1              1.8235   3.444941e-03         0.0413
              2              1.8235   5.369617e-04         0.1559
              3              1.8235   9.926570e-05         0.1849
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0747
         Final Residual: 		   9.926570e-05
         Total Reduction in Residual: 	   3.121051e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.021286
    setup: 0.0164282 s
    solve: 0.00485786 s
    solve(per iteration): 0.00121446 s
resid in solve_pyamgx: 9.93e-05
time solve_pyamgx: 5.28e-03
time v: 7.51e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   4.110845e+00
              0             1.82349   9.947739e-02         0.0242
              1              1.8235   7.625787e-03         0.0767
              2              1.8235   1.427183e-03         0.1872
              3              1.8235   3.451651e-04         0.2419
              4              1.8235   8.525857e-05         0.2470
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1157
         Final Residual: 		   8.525857e-05
         Total Reduction in Residual: 	   2.073991e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0225128
    setup: 0.0164282 s
    solve: 0.00608461 s
    solve(per iteration): 0.00121692 s
resid in solve_pyamgx: 8.53e-05
time solve_pyamgx: 6.54e-03
time w: 8.16e-03
area_out 3.2
flow_in 86.76586881112289 flow_out 86.764535468192 area_out 3.2 flow_out_new 86.76586881112289 uinc: 0.00041666966590359067
xp.sum(su3d) -1.1162182289581324e-12
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.736696e+00
              0             1.82349   1.736381e+00         0.4647
              1              1.8235   8.416807e-01         0.4847
              2              1.8235   4.197514e-01         0.4987
              3              1.8235   2.203210e-01         0.5249
              4              1.8235   1.189324e-01         0.5398
              5              1.8235   6.394913e-02         0.5377
              6              1.8235   3.533996e-02         0.5526
              7              1.8235   2.017266e-02         0.5708
              8              1.8235   1.134479e-02         0.5624
              9              1.8235   6.337667e-03         0.5586
             10              1.8235   4.326729e-03         0.6827
             11              1.8235   2.588169e-03         0.5982
             12              1.8235   1.447012e-03         0.5591
             13              1.8235   7.929808e-04         0.5480
             14              1.8235   4.372682e-04         0.5514
             15              1.8235   2.329769e-04         0.5328
             16              1.8235   1.257440e-04         0.5397
         --------------------------------------------------------------
         Total Iterations: 17
         Avg Convergence Rate: 		         0.5456
         Final Residual: 		   1.257440e-04
         Total Reduction in Residual: 	   3.365112e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.182767
    setup: 0.138297 s
    solve: 0.0444703 s
    solve(per iteration): 0.0026159 s
resid in solve_px: 1.26e-04
time p: 5.20e-02
time Smag or Wale: 9.54e-07

comm_min_pans:  -1.01e+03, pk_max: 1.31e+03, u2prim_max: 3.85e+00, v2prim_max: 1.11e+00, w2prim_max: 2.14e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5139457912752685 1.0210118039134355 0.6526807750976049
yplus, min,max,mean 26.71578231752279 53.0739419604723 33.927464348084335
uplus, min,max,mean 15.906370324140637 33.897787303944476 25.04389782085556
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        66348            695490  0.000158         0.0181
           2(D)         6735            143503   0.00316        0.00346
           3(D)          157               553    0.0224       1.71e-05
         --------------------------------------------------------------
         Grid Complexity: 1.30963
         Operator Complexity: 1.52012
         Total Memory Usage: 0.0459106 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.657356e+00
              0             1.82349   4.353120e-02         0.0119
              1              1.8235   7.727764e-03         0.1775
              2              1.8235   1.841776e-03         0.2383
              3              1.8235   5.006266e-04         0.2718
              4              1.8235   1.465085e-04         0.2927
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1320
         Final Residual: 		   1.465085e-04
         Total Reduction in Residual: 	   4.005858e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0327578
    setup: 0.0254525 s
    solve: 0.00730528 s
    solve(per iteration): 0.00146106 s
resid in solve_pyamgx: 1.47e-04
time solve_pyamgx: 3.71e-02
time k: 4.96e-02
modify_eps, ustar[-2,-2],[2,2] 0.6300162323689582 0.6307312894317959
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        66160            694408  0.000159         0.0181
           2(D)         6554            138186   0.00322        0.00333
           3(D)          132               406    0.0233        1.3e-05
         --------------------------------------------------------------
         Grid Complexity: 1.30796
         Operator Complexity: 1.51606
         Total Memory Usage: 0.0457439 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.499905e+02
              0             1.82349   1.584443e+00         0.0029
              1              1.8235   3.128199e-01         0.1974
              2              1.8235   7.204479e-02         0.2303
              3              1.8235   1.948786e-02         0.2705
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0772
         Final Residual: 		   1.948786e-02
         Total Reduction in Residual: 	   3.543309e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0312783
    setup: 0.0254499 s
    solve: 0.00582842 s
    solve(per iteration): 0.0014571 s
resid in solve_pyamgx: 1.95e-02
time solve_pyamgx: 3.56e-02
time eps: 4.26e-02

--time step: 116, iter:0, max residual:3.89e-07, u:9.77e-08, v:7.76e-08, w:6.66e-08, p:3.89e-07, k:8.94e-11, eps:9.29e-12, om:0.00e+00


monitor time step: 116, iter:0, u: 1.50e+01, v:-2.49e-01, w: 2.08e+00, p: 1.38e+01, k: 1.29e+00, eps: 1.85e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  0, umax: 3.39e+01, vismax: 1.40e+03, kmin: 2.18e-02, epsmin: 2.49e-01, ommin: 1.00e+00, fkmax: 4.57e+00

time one iteration: 2.01e-01
modify_u, ustar[-2,-2],[2,2] 0.6300162323689582 0.6307312894317959
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05          0.024
           1(D)        20504            218188  0.000519        0.00567
           2(D)         2076              9370   0.00217       0.000271
         --------------------------------------------------------------
         Grid Complexity: 1.09546
         Operator Complexity: 1.13836
         Total Memory Usage: 0.0299171 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   1.028585e-01
              0             1.82349   3.346921e-03         0.0325
              1              1.8235   3.638951e-04         0.1087
              2              1.8235   6.352184e-05         0.1746
              3              1.8235   1.554917e-05         0.2448
              4              1.8235   3.927546e-06         0.2526
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1307
         Final Residual: 		   3.927546e-06
         Total Reduction in Residual: 	   3.818396e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0226017
    setup: 0.0165028 s
    solve: 0.00609894 s
    solve(per iteration): 0.00121979 s
resid in solve_pyamgx: 3.93e-06
time solve_pyamgx: 2.71e-02
time u: 3.16e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   6.057450e-02
              0             1.82349   1.948204e-03         0.0322
              1              1.8235   2.438965e-04         0.1252
              2              1.8235   4.159175e-05         0.1705
              3              1.8235   1.072770e-05         0.2579
              4              1.8235   2.942052e-06         0.2742
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1372
         Final Residual: 		   2.942052e-06
         Total Reduction in Residual: 	   4.856915e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0225894
    setup: 0.0165028 s
    solve: 0.00608666 s
    solve(per iteration): 0.00121733 s
resid in solve_pyamgx: 2.94e-06
time solve_pyamgx: 6.57e-03
time v: 8.94e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   7.632375e-02
              0             1.82349   2.247145e-03         0.0294
              1              1.8235   2.259139e-04         0.1005
              2              1.8235   3.969921e-05         0.1757
              3              1.8235   9.947346e-06         0.2506
              4              1.8235   2.639563e-06         0.2654
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1282
         Final Residual: 		   2.639563e-06
         Total Reduction in Residual: 	   3.458377e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0225646
    setup: 0.0165028 s
    solve: 0.00606182 s
    solve(per iteration): 0.00121236 s
resid in solve_pyamgx: 2.64e-06
time solve_pyamgx: 6.59e-03
time w: 8.25e-03
area_out 3.2
flow_in 86.76586881112289 flow_out 86.76453541845406 area_out 3.2 flow_out_new 86.76586881112289 uinc: 0.00041668520900817185
xp.sum(su3d) 3.884892407768348e-12
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   1.089040e+00
              0             1.82349   6.542948e-01         0.6008
              1              1.8235   3.076585e-01         0.4702
              2              1.8235   1.493679e-01         0.4855
              3              1.8235   7.268114e-02         0.4866
              4              1.8235   3.693858e-02         0.5082
              5              1.8235   1.955174e-02         0.5293
              6              1.8235   1.046169e-02         0.5351
              7              1.8235   5.666556e-03         0.5416
              8              1.8235   3.080280e-03         0.5436
              9              1.8235   1.685052e-03         0.5470
             10              1.8235   1.141563e-03         0.6775
             11              1.8235   6.666867e-04         0.5840
             12              1.8235   3.630504e-04         0.5446
             13              1.8235   1.922635e-04         0.5296
             14              1.8235   1.013122e-04         0.5269
             15              1.8235   5.218071e-05         0.5150
         --------------------------------------------------------------
         Total Iterations: 16
         Avg Convergence Rate: 		         0.5371
         Final Residual: 		   5.218071e-05
         Total Reduction in Residual: 	   4.791444e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.18009
    setup: 0.138297 s
    solve: 0.0417929 s
    solve(per iteration): 0.00261206 s
resid in solve_px: 5.22e-05
time p: 4.95e-02
time Smag or Wale: 4.77e-07

comm_min_pans:  -1.10e+03, pk_max: 1.31e+03, u2prim_max: 3.85e+00, v2prim_max: 1.11e+00, w2prim_max: 2.14e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5132099949240527 1.019054930881226 0.6529176460968612
yplus, min,max,mean 26.67753436319996 52.972220349284825 33.93977730824646
uplus, min,max,mean 15.93951275444687 33.9527762431185 25.03452882769082
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        66332            695548  0.000158         0.0181
           2(D)         6705            144467   0.00321        0.00348
           3(D)          144               458    0.0221       1.45e-05
         --------------------------------------------------------------
         Grid Complexity: 1.30938
         Operator Complexity: 1.52069
         Total Memory Usage: 0.0459283 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.220943e+00
              0             1.82349   2.272666e-02         0.0071
              1              1.8235   1.780527e-03         0.0783
              2              1.8235   1.727177e-04         0.0970
              3              1.8235   4.861138e-05         0.2814
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0623
         Final Residual: 		   4.861138e-05
         Total Reduction in Residual: 	   1.509228e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0312906
    setup: 0.0254509 s
    solve: 0.00583965 s
    solve(per iteration): 0.00145991 s
resid in solve_pyamgx: 4.86e-05
time solve_pyamgx: 3.57e-02
time k: 4.83e-02
modify_eps, ustar[-2,-2],[2,2] 0.6300172544270539 0.6306569845117852
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        66200            694406  0.000158         0.0181
           2(D)         6515            138485   0.00326        0.00334
           3(D)          140               436    0.0222       1.39e-05
         --------------------------------------------------------------
         Grid Complexity: 1.308
         Operator Complexity: 1.51627
         Total Memory Usage: 0.0457516 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.013611e+02
              0             1.82349   1.512395e-01         0.0008
              1              1.8235   3.434946e-02         0.2271
              2              1.8235   8.388078e-03         0.2442
         --------------------------------------------------------------
         Total Iterations: 3
         Avg Convergence Rate: 		         0.0347
         Final Residual: 		   8.388078e-03
         Total Reduction in Residual: 	   4.165690e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0297216
    setup: 0.0252968 s
    solve: 0.0044248 s
    solve(per iteration): 0.00147493 s
resid in solve_pyamgx: 8.39e-03
time solve_pyamgx: 3.41e-02
time eps: 4.11e-02

--time step: 116, iter:1, max residual:2.00e-07, u:3.07e-09, v:2.30e-09, w:2.06e-09, p:2.00e-07, k:2.97e-11, eps:4.00e-12, om:0.00e+00


monitor time step: 116, iter:1, u: 1.50e+01, v:-2.45e-01, w: 2.10e+00, p: 1.39e+01, k: 1.29e+00, eps: 1.86e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  1, umax: 3.39e+01, vismax: 1.40e+03, kmin: 2.18e-02, epsmin: 2.49e-01, ommin: 1.00e+00, fkmax: 4.90e+00

time one iteration: 1.96e-01
vismean_mean 1.3675213675213673e-18
modify_u, ustar[-2,-2],[2,2] 0.6300172544270539 0.6306569845117852
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05          0.024
           1(D)        20565            219251  0.000518         0.0057
           2(D)         2042              9490   0.00228       0.000273
         --------------------------------------------------------------
         Grid Complexity: 1.09557
         Operator Complexity: 1.13907
         Total Memory Usage: 0.0299452 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   4.943239e+00
              0             1.82349   1.451683e-01         0.0294
              1              1.8235   1.327063e-02         0.0914
              2              1.8235   2.332108e-03         0.1757
              3              1.8235   5.326087e-04         0.2284
              4              1.8235   1.237639e-04         0.2324
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1201
         Final Residual: 		   1.237639e-04
         Total Reduction in Residual: 	   2.503700e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0225692
    setup: 0.0164967 s
    solve: 0.00607248 s
    solve(per iteration): 0.0012145 s
resid in solve_pyamgx: 1.24e-04
time solve_pyamgx: 2.70e-02
time u: 3.32e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.199756e+00
              0             1.82349   8.399868e-02         0.0263
              1              1.8235   3.463369e-03         0.0412
              2              1.8235   5.394547e-04         0.1558
              3              1.8235   9.526833e-05         0.1766
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0739
         Final Residual: 		   9.526833e-05
         Total Reduction in Residual: 	   2.977363e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0214099
    setup: 0.0164967 s
    solve: 0.00491315 s
    solve(per iteration): 0.00122829 s
resid in solve_pyamgx: 9.53e-05
time solve_pyamgx: 5.42e-03
time v: 7.70e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   4.125380e+00
              0             1.82349   9.989484e-02         0.0242
              1              1.8235   7.652586e-03         0.0766
              2              1.8235   1.417680e-03         0.1853
              3              1.8235   3.345261e-04         0.2360
              4              1.8235   8.159952e-05         0.2439
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1146
         Final Residual: 		   8.159952e-05
         Total Reduction in Residual: 	   1.977988e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0225821
    setup: 0.0164967 s
    solve: 0.00608534 s
    solve(per iteration): 0.00121707 s
resid in solve_pyamgx: 8.16e-05
time solve_pyamgx: 6.56e-03
time w: 8.27e-03
area_out 3.2
flow_in 86.76586881112289 flow_out 86.76453546840791 area_out 3.2 flow_out_new 86.7658688111229 uinc: 0.0004166695984286761
xp.sum(su3d) -5.922373702560435e-12
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.775720e+00
              0             1.82349   1.748839e+00         0.4632
              1              1.8235   8.487848e-01         0.4853
              2              1.8235   4.254882e-01         0.5013
              3              1.8235   2.240600e-01         0.5266
              4              1.8235   1.212313e-01         0.5411
              5              1.8235   6.525402e-02         0.5383
              6              1.8235   3.606579e-02         0.5527
              7              1.8235   2.056833e-02         0.5703
              8              1.8235   1.157159e-02         0.5626
              9              1.8235   6.454907e-03         0.5578
             10              1.8235   4.406328e-03         0.6826
             11              1.8235   2.637302e-03         0.5985
             12              1.8235   1.474330e-03         0.5590
             13              1.8235   8.080044e-04         0.5480
             14              1.8235   4.456981e-04         0.5516
             15              1.8235   2.378976e-04         0.5338
             16              1.8235   1.282282e-04         0.5390
         --------------------------------------------------------------
         Total Iterations: 17
         Avg Convergence Rate: 		         0.5459
         Final Residual: 		   1.282282e-04
         Total Reduction in Residual: 	   3.396127e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.182764
    setup: 0.138297 s
    solve: 0.0444667 s
    solve(per iteration): 0.00261569 s
resid in solve_px: 1.28e-04
time p: 5.22e-02
time Smag or Wale: 4.77e-07

comm_min_pans:  -1.06e+03, pk_max: 1.32e+03, u2prim_max: 3.84e+00, v2prim_max: 1.11e+00, w2prim_max: 2.14e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.512846490537546 1.0180871354422076 0.6529674434802427
yplus, min,max,mean 26.658638782720004 52.92191268509995 33.94236586150828
uplus, min,max,mean 15.805134562224199 34.3534971480312 25.042424166857728
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        66405            696723  0.000158         0.0181
           2(D)         6722            145236   0.00321         0.0035
           3(D)          160               478    0.0187       1.55e-05
         --------------------------------------------------------------
         Grid Complexity: 1.30982
         Operator Complexity: 1.52191
         Total Memory Usage: 0.0459777 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.350136e+00
              0             1.82349   4.287669e-02         0.0128
              1              1.8235   7.724939e-03         0.1802
              2              1.8235   1.889733e-03         0.2446
              3              1.8235   5.147431e-04         0.2724
              4              1.8235   1.507311e-04         0.2928
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1351
         Final Residual: 		   1.507311e-04
         Total Reduction in Residual: 	   4.499252e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.032581
    setup: 0.0253131 s
    solve: 0.0072679 s
    solve(per iteration): 0.00145358 s
resid in solve_pyamgx: 1.51e-04
time solve_pyamgx: 3.71e-02
time k: 4.98e-02
modify_eps, ustar[-2,-2],[2,2] 0.630019515302301 0.630420462175433
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        66254            695894  0.000159         0.0181
           2(D)         6606            137486   0.00315        0.00332
           3(D)          122               378    0.0254       1.21e-05
         --------------------------------------------------------------
         Grid Complexity: 1.30853
         Operator Complexity: 1.51653
         Total Memory Usage: 0.045768 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   4.971696e+02
              0             1.82349   1.572686e+00         0.0032
              1              1.8235   3.199119e-01         0.2034
              2              1.8235   7.517982e-02         0.2350
              3              1.8235   2.004216e-02         0.2666
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0797
         Final Residual: 		   2.004216e-02
         Total Reduction in Residual: 	   4.031251e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0312757
    setup: 0.0254611 s
    solve: 0.00581469 s
    solve(per iteration): 0.00145367 s
resid in solve_pyamgx: 2.00e-02
time solve_pyamgx: 3.57e-02
time eps: 4.27e-02

--time step: 117, iter:0, max residual:3.99e-07, u:9.67e-08, v:7.44e-08, w:6.37e-08, p:3.99e-07, k:9.20e-11, eps:9.56e-12, om:0.00e+00


monitor time step: 117, iter:0, u: 1.51e+01, v:-2.54e-01, w: 2.27e+00, p: 1.39e+01, k: 1.30e+00, eps: 1.87e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  0, umax: 3.38e+01, vismax: 1.40e+03, kmin: 2.15e-02, epsmin: 2.45e-01, ommin: 1.00e+00, fkmax: 4.79e+00

time one iteration: 2.02e-01
modify_u, ustar[-2,-2],[2,2] 0.630019515302301 0.630420462175433
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05          0.024
           1(D)        20566            219116  0.000518        0.00569
           2(D)         2034              9278   0.00224       0.000268
         --------------------------------------------------------------
         Grid Complexity: 1.09554
         Operator Complexity: 1.13886
         Total Memory Usage: 0.0299371 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   1.035169e-01
              0             1.82349   3.371574e-03         0.0326
              1              1.8235   3.637430e-04         0.1079
              2              1.8235   6.399453e-05         0.1759
              3              1.8235   1.567196e-05         0.2449
              4              1.8235   3.857966e-06         0.2462
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1301
         Final Residual: 		   3.857966e-06
         Total Reduction in Residual: 	   3.726895e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0224291
    setup: 0.0163384 s
    solve: 0.00609075 s
    solve(per iteration): 0.00121815 s
resid in solve_pyamgx: 3.86e-06
time solve_pyamgx: 2.68e-02
time u: 3.12e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   6.108362e-02
              0             1.82349   1.967388e-03         0.0322
              1              1.8235   2.446394e-04         0.1243
              2              1.8235   4.189376e-05         0.1712
              3              1.8235   1.053257e-05         0.2514
              4              1.8235   2.663103e-06         0.2528
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1342
         Final Residual: 		   2.663103e-06
         Total Reduction in Residual: 	   4.359766e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0223991
    setup: 0.0163384 s
    solve: 0.00606077 s
    solve(per iteration): 0.00121215 s
resid in solve_pyamgx: 2.66e-06
time solve_pyamgx: 6.46e-03
time v: 8.69e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   7.743437e-02
              0             1.82349   2.272715e-03         0.0294
              1              1.8235   2.263737e-04         0.0996
              2              1.8235   3.951586e-05         0.1746
              3              1.8235   9.665759e-06         0.2446
              4              1.8235   2.444481e-06         0.2529
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1258
         Final Residual: 		   2.444481e-06
         Total Reduction in Residual: 	   3.156842e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0223941
    setup: 0.0163384 s
    solve: 0.00605574 s
    solve(per iteration): 0.00121115 s
resid in solve_pyamgx: 2.44e-06
time solve_pyamgx: 6.54e-03
time w: 8.20e-03
area_out 3.2
flow_in 86.76586881112289 flow_out 86.76453542141455 area_out 3.2 flow_out_new 86.76586881112287 uinc: 0.00041668428385488454
xp.sum(su3d) 7.893463660479938e-12
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   1.089646e+00
              0             1.82349   6.561965e-01         0.6022
              1              1.8235   3.091248e-01         0.4711
              2              1.8235   1.500021e-01         0.4852
              3              1.8235   7.314057e-02         0.4876
              4              1.8235   3.724120e-02         0.5092
              5              1.8235   1.973701e-02         0.5300
              6              1.8235   1.057630e-02         0.5359
              7              1.8235   5.728254e-03         0.5416
              8              1.8235   3.119378e-03         0.5446
              9              1.8235   1.708658e-03         0.5478
             10              1.8235   1.159817e-03         0.6788
             11              1.8235   6.790239e-04         0.5855
             12              1.8235   3.701090e-04         0.5451
             13              1.8235   1.961668e-04         0.5300
             14              1.8235   1.031622e-04         0.5259
             15              1.8235   5.323324e-05         0.5160
         --------------------------------------------------------------
         Total Iterations: 16
         Avg Convergence Rate: 		         0.5377
         Final Residual: 		   5.323324e-05
         Total Reduction in Residual: 	   4.885368e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.180052
    setup: 0.138297 s
    solve: 0.0417546 s
    solve(per iteration): 0.00260966 s
resid in solve_px: 5.32e-05
time p: 4.94e-02
time Smag or Wale: 4.77e-07

comm_min_pans:  -1.10e+03, pk_max: 1.32e+03, u2prim_max: 3.84e+00, v2prim_max: 1.11e+00, w2prim_max: 2.14e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5128527106154858 1.0193610563730038 0.6531950864854784
yplus, min,max,mean 26.658962113022646 52.988133276560454 33.95419913473909
uplus, min,max,mean 15.807313683699542 34.394096143993146 25.034021069359785
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        66268            695160  0.000158         0.0181
           2(D)         6719            145033   0.00321        0.00349
           3(D)          155               485    0.0202       1.55e-05
         --------------------------------------------------------------
         Grid Complexity: 1.30921
         Operator Complexity: 1.52082
         Total Memory Usage: 0.0459308 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.762006e+00
              0             1.82349   2.081703e-02         0.0055
              1              1.8235   1.441765e-03         0.0693
              2              1.8235   1.858711e-04         0.1289
         --------------------------------------------------------------
         Total Iterations: 3
         Avg Convergence Rate: 		         0.0367
         Final Residual: 		   1.858711e-04
         Total Reduction in Residual: 	   4.940746e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0296542
    setup: 0.0252034 s
    solve: 0.00445082 s
    solve(per iteration): 0.00148361 s
resid in solve_pyamgx: 1.86e-04
time solve_pyamgx: 3.40e-02
time k: 4.67e-02
modify_eps, ustar[-2,-2],[2,2] 0.6300204055199023 0.6303183751971754
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        66137            694521  0.000159         0.0181
           2(D)         6519            136843   0.00322         0.0033
           3(D)          125               353    0.0226       1.16e-05
         --------------------------------------------------------------
         Grid Complexity: 1.30768
         Operator Complexity: 1.51527
         Total Memory Usage: 0.0457119 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.818416e+02
              0             1.82349   2.106472e-01         0.0006
              1              1.8235   5.117725e-02         0.2430
              2              1.8235   1.283945e-02         0.2509
         --------------------------------------------------------------
         Total Iterations: 3
         Avg Convergence Rate: 		         0.0323
         Final Residual: 		   1.283945e-02
         Total Reduction in Residual: 	   3.362508e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0296773
    setup: 0.0252085 s
    solve: 0.00446877 s
    solve(per iteration): 0.00148959 s
resid in solve_pyamgx: 1.28e-02
time solve_pyamgx: 3.41e-02
time eps: 4.11e-02

--time step: 117, iter:1, max residual:2.05e-07, u:3.01e-09, v:2.08e-09, w:1.91e-09, p:2.05e-07, k:1.13e-10, eps:6.12e-12, om:0.00e+00


monitor time step: 117, iter:1, u: 1.51e+01, v:-2.51e-01, w: 2.29e+00, p: 1.40e+01, k: 1.30e+00, eps: 1.87e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  1, umax: 3.38e+01, vismax: 1.37e+03, kmin: 2.15e-02, epsmin: 2.45e-01, ommin: 1.00e+00, fkmax: 5.05e+00

time one iteration: 1.93e-01
vismean_mean 1.3559322033898303e-18
modify_u, ustar[-2,-2],[2,2] 0.6300204055199023 0.6303183751971754
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05          0.024
           1(D)        20515            218255  0.000519        0.00567
           2(D)         2026              9246   0.00225       0.000267
         --------------------------------------------------------------
         Grid Complexity: 1.09529
         Operator Complexity: 1.13832
         Total Memory Usage: 0.0299141 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   4.973504e+00
              0             1.82349   1.462482e-01         0.0294
              1              1.8235   1.329353e-02         0.0909
              2              1.8235   2.322979e-03         0.1747
              3              1.8235   5.234670e-04         0.2253
              4              1.8235   1.203948e-04         0.2300
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1193
         Final Residual: 		   1.203948e-04
         Total Reduction in Residual: 	   2.420724e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0224382
    setup: 0.0163451 s
    solve: 0.00609312 s
    solve(per iteration): 0.00121862 s
resid in solve_pyamgx: 1.20e-04
time solve_pyamgx: 2.67e-02
time u: 3.27e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.218959e+00
              0             1.82349   8.460932e-02         0.0263
              1              1.8235   3.503488e-03         0.0414
              2              1.8235   5.481239e-04         0.1565
              3              1.8235   9.850168e-05         0.1797
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0744
         Final Residual: 		   9.850168e-05
         Total Reduction in Residual: 	   3.060047e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.02121
    setup: 0.0163451 s
    solve: 0.00486493 s
    solve(per iteration): 0.00121623 s
resid in solve_pyamgx: 9.85e-05
time solve_pyamgx: 5.30e-03
time v: 7.51e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   4.139568e+00
              0             1.82349   1.003199e-01         0.0242
              1              1.8235   7.641661e-03         0.0762
              2              1.8235   1.411007e-03         0.1846
              3              1.8235   3.292725e-04         0.2334
              4              1.8235   7.791182e-05         0.2366
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1135
         Final Residual: 		   7.791182e-05
         Total Reduction in Residual: 	   1.882125e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0223816
    setup: 0.0163451 s
    solve: 0.00603654 s
    solve(per iteration): 0.00120731 s
resid in solve_pyamgx: 7.79e-05
time solve_pyamgx: 6.45e-03
time w: 8.05e-03
area_out 3.2
flow_in 86.76586881112289 flow_out 86.76453547100162 area_out 3.2 flow_out_new 86.7658688111229 uinc: 0.0004166687878948139
xp.sum(su3d) -1.1622036666381064e-11
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.804560e+00
              0             1.82349   1.759554e+00         0.4625
              1              1.8235   8.552654e-01         0.4861
              2              1.8235   4.295660e-01         0.5023
              3              1.8235   2.270135e-01         0.5285
              4              1.8235   1.230528e-01         0.5421
              5              1.8235   6.612055e-02         0.5373
              6              1.8235   3.653470e-02         0.5525
              7              1.8235   2.081940e-02         0.5699
              8              1.8235   1.171840e-02         0.5629
              9              1.8235   6.538574e-03         0.5580
             10              1.8235   4.463548e-03         0.6826
             11              1.8235   2.674000e-03         0.5991
             12              1.8235   1.495846e-03         0.5594
             13              1.8235   8.198783e-04         0.5481
             14              1.8235   4.513379e-04         0.5505
             15              1.8235   2.412308e-04         0.5345
             16              1.8235   1.298830e-04         0.5384
         --------------------------------------------------------------
         Total Iterations: 17
         Avg Convergence Rate: 		         0.5461
         Final Residual: 		   1.298830e-04
         Total Reduction in Residual: 	   3.413876e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.182844
    setup: 0.138297 s
    solve: 0.0445469 s
    solve(per iteration): 0.0026204 s
resid in solve_px: 1.30e-04
time p: 5.24e-02
time Smag or Wale: 4.77e-07

comm_min_pans:  -1.01e+03, pk_max: 1.33e+03, u2prim_max: 3.84e+00, v2prim_max: 1.11e+00, w2prim_max: 2.13e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5128537913878791 1.0201183571790804 0.6532656325628424
yplus, min,max,mean 26.65901829342238 53.02749906927144 33.95786624064443
uplus, min,max,mean 15.689025367264767 32.13054206310828 25.0415868801169
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 5
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        66159            693333  0.000158         0.0181
           2(D)         6751            144791   0.00318        0.00349
           3(D)          170               564    0.0195        1.9e-05
           4(D)            2                 2       0.5       1.19e-07
         --------------------------------------------------------------
         Grid Complexity: 1.30896
         Operator Complexity: 1.51959
         Total Memory Usage: 0.0458844 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   4.012995e+00
              0             1.82349   4.379592e-02         0.0109
              1              1.8235   7.968968e-03         0.1820
              2              1.8235   2.002417e-03         0.2513
              3              1.8235   5.522656e-04         0.2758
              4              1.8235   1.570967e-04         0.2845
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1314
         Final Residual: 		   1.570967e-04
         Total Reduction in Residual: 	   3.914699e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0335085
    setup: 0.0259923 s
    solve: 0.00751616 s
    solve(per iteration): 0.00150323 s
resid in solve_pyamgx: 1.57e-04
time solve_pyamgx: 3.79e-02
time k: 5.06e-02
modify_eps, ustar[-2,-2],[2,2] 0.6300223624144162 0.6300033082154599
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        66188            695200  0.000159         0.0181
           2(D)         6613            140559   0.00321        0.00339
           3(D)          131               379    0.0221       1.24e-05
         --------------------------------------------------------------
         Grid Complexity: 1.30832
         Operator Complexity: 1.51801
         Total Memory Usage: 0.0458186 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   6.507803e+02
              0             1.82349   1.604697e+00         0.0025
              1              1.8235   3.225611e-01         0.2010
              2              1.8235   7.580700e-02         0.2350
              3              1.8235   2.089789e-02         0.2757
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0753
         Final Residual: 		   2.089789e-02
         Total Reduction in Residual: 	   3.211205e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0312259
    setup: 0.0254013 s
    solve: 0.00582451 s
    solve(per iteration): 0.00145613 s
resid in solve_pyamgx: 2.09e-02
time solve_pyamgx: 3.55e-02
time eps: 4.26e-02

--time step: 118, iter:0, max residual:4.06e-07, u:9.41e-08, v:7.70e-08, w:6.09e-08, p:4.06e-07, k:9.59e-11, eps:9.96e-12, om:0.00e+00


monitor time step: 118, iter:0, u: 1.52e+01, v:-2.58e-01, w: 2.45e+00, p: 1.39e+01, k: 1.30e+00, eps: 1.88e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  0, umax: 3.44e+01, vismax: 1.32e+03, kmin: 2.13e-02, epsmin: 2.41e-01, ommin: 1.00e+00, fkmax: 4.92e+00

time one iteration: 2.02e-01
modify_u, ustar[-2,-2],[2,2] 0.6300223624144162 0.6300033082154599
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05          0.024
           1(D)        20497            217849  0.000519        0.00566
           2(D)         2045              9483   0.00227       0.000273
         --------------------------------------------------------------
         Grid Complexity: 1.0953
         Operator Complexity: 1.13822
         Total Memory Usage: 0.0299103 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   1.048181e-01
              0             1.82349   3.410909e-03         0.0325
              1              1.8235   3.656361e-04         0.1072
              2              1.8235   6.499086e-05         0.1777
              3              1.8235   1.640028e-05         0.2523
              4              1.8235   4.197593e-06         0.2559
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1320
         Final Residual: 		   4.197593e-06
         Total Reduction in Residual: 	   4.004645e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0224708
    setup: 0.0164004 s
    solve: 0.00607037 s
    solve(per iteration): 0.00121407 s
resid in solve_pyamgx: 4.20e-06
time solve_pyamgx: 2.69e-02
time u: 3.13e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   6.186130e-02
              0             1.82349   1.991937e-03         0.0322
              1              1.8235   2.460571e-04         0.1235
              2              1.8235   4.166769e-05         0.1693
              3              1.8235   1.034879e-05         0.2484
              4              1.8235   2.589977e-06         0.2503
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1332
         Final Residual: 		   2.589977e-06
         Total Reduction in Residual: 	   4.186748e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0224547
    setup: 0.0164004 s
    solve: 0.0060543 s
    solve(per iteration): 0.00121086 s
resid in solve_pyamgx: 2.59e-06
time solve_pyamgx: 6.47e-03
time v: 8.75e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   7.753775e-02
              0             1.82349   2.280514e-03         0.0294
              1              1.8235   2.290050e-04         0.1004
              2              1.8235   3.999070e-05         0.1746
              3              1.8235   9.823145e-06         0.2456
              4              1.8235   2.462116e-06         0.2506
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1260
         Final Residual: 		   2.462116e-06
         Total Reduction in Residual: 	   3.175378e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0224441
    setup: 0.0164004 s
    solve: 0.00604374 s
    solve(per iteration): 0.00120875 s
resid in solve_pyamgx: 2.46e-06
time solve_pyamgx: 6.53e-03
time w: 8.13e-03
area_out 3.2
flow_in 86.76586881112289 flow_out 86.76453542589566 area_out 3.2 flow_out_new 86.76586881112289 uinc: 0.0004166828835083791
xp.sum(su3d) -4.050093593832571e-12
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   1.100919e+00
              0             1.82349   6.609047e-01         0.6003
              1              1.8235   3.105515e-01         0.4699
              2              1.8235   1.502821e-01         0.4839
              3              1.8235   7.353755e-02         0.4893
              4              1.8235   3.751124e-02         0.5101
              5              1.8235   1.985861e-02         0.5294
              6              1.8235   1.064556e-02         0.5361
              7              1.8235   5.774197e-03         0.5424
              8              1.8235   3.148416e-03         0.5453
              9              1.8235   1.730616e-03         0.5497
             10              1.8235   1.177325e-03         0.6803
             11              1.8235   6.914958e-04         0.5873
             12              1.8235   3.766202e-04         0.5446
             13              1.8235   1.996652e-04         0.5301
             14              1.8235   1.045957e-04         0.5239
             15              1.8235   5.392928e-05         0.5156
         --------------------------------------------------------------
         Total Iterations: 16
         Avg Convergence Rate: 		         0.5378
         Final Residual: 		   5.392928e-05
         Total Reduction in Residual: 	   4.898569e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.180115
    setup: 0.138297 s
    solve: 0.0418176 s
    solve(per iteration): 0.0026136 s
resid in solve_px: 5.39e-05
time p: 4.95e-02
time Smag or Wale: 4.77e-07

comm_min_pans:  -1.09e+03, pk_max: 1.33e+03, u2prim_max: 3.84e+00, v2prim_max: 1.11e+00, w2prim_max: 2.13e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5129051165824199 1.0235165864369205 0.6535541474281563
yplus, min,max,mean 26.661686264924498 53.20414484526315 33.97286373739981
uplus, min,max,mean 15.676646908374162 32.19407263299708 25.030522604945727
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        66165            694197  0.000159         0.0181
           2(D)         6781            144411   0.00314        0.00348
           3(D)          172               646    0.0218       1.96e-05
         --------------------------------------------------------------
         Grid Complexity: 1.30911
         Operator Complexity: 1.51994
         Total Memory Usage: 0.0458976 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.386751e+00
              0             1.82349   1.985167e-02         0.0059
              1              1.8235   1.447634e-03         0.0729
              2              1.8235   1.743984e-04         0.1205
              3              1.8235   5.352127e-05         0.3069
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0631
         Final Residual: 		   5.352127e-05
         Total Reduction in Residual: 	   1.580313e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0311558
    setup: 0.0253276 s
    solve: 0.00582819 s
    solve(per iteration): 0.00145705 s
resid in solve_pyamgx: 5.35e-05
time solve_pyamgx: 3.55e-02
time k: 4.83e-02
modify_eps, ustar[-2,-2],[2,2] 0.6300231247995761 0.6298650431248871
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        66141            694725  0.000159         0.0181
           2(D)         6646            139344   0.00315        0.00336
           3(D)          126               332    0.0209       1.12e-05
         --------------------------------------------------------------
         Grid Complexity: 1.30824
         Operator Complexity: 1.51693
         Total Memory Usage: 0.0457788 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.449418e+02
              0             1.82349   1.701930e-01         0.0007
              1              1.8235   4.204114e-02         0.2470
              2              1.8235   1.090065e-02         0.2593
         --------------------------------------------------------------
         Total Iterations: 3
         Avg Convergence Rate: 		         0.0354
         Final Residual: 		   1.090065e-02
         Total Reduction in Residual: 	   4.450300e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0297842
    setup: 0.0253562 s
    solve: 0.00442803 s
    solve(per iteration): 0.00147601 s
resid in solve_pyamgx: 1.09e-02
time solve_pyamgx: 3.42e-02
time eps: 4.12e-02

--time step: 118, iter:1, max residual:2.09e-07, u:3.28e-09, v:2.02e-09, w:1.92e-09, p:2.09e-07, k:3.27e-11, eps:5.20e-12, om:0.00e+00


monitor time step: 118, iter:1, u: 1.52e+01, v:-2.56e-01, w: 2.47e+00, p: 1.39e+01, k: 1.31e+00, eps: 1.89e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  1, umax: 3.44e+01, vismax: 1.24e+03, kmin: 2.13e-02, epsmin: 2.42e-01, ommin: 1.00e+00, fkmax: 4.92e+00

time one iteration: 1.95e-01
vismean_mean 1.3445378151260503e-18
modify_u, ustar[-2,-2],[2,2] 0.6300231247995761 0.6298650431248871
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05          0.024
           1(D)        20522            217928  0.000517        0.00567
           2(D)         2034              9448   0.00228       0.000272
         --------------------------------------------------------------
         Grid Complexity: 1.09536
         Operator Complexity: 1.13824
         Total Memory Usage: 0.0299121 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.004023e+00
              0             1.82349   1.473592e-01         0.0294
              1              1.8235   1.339521e-02         0.0909
              2              1.8235   2.366906e-03         0.1767
              3              1.8235   5.458382e-04         0.2306
              4              1.8235   1.273083e-04         0.2332
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1205
         Final Residual: 		   1.273083e-04
         Total Reduction in Residual: 	   2.544119e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.022443
    setup: 0.0163887 s
    solve: 0.00605437 s
    solve(per iteration): 0.00121087 s
resid in solve_pyamgx: 1.27e-04
time solve_pyamgx: 2.69e-02
time u: 3.30e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.237991e+00
              0             1.82349   8.520830e-02         0.0263
              1              1.8235   3.509756e-03         0.0412
              2              1.8235   5.494021e-04         0.1565
              3              1.8235   1.014488e-04         0.1847
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0748
         Final Residual: 		   1.014488e-04
         Total Reduction in Residual: 	   3.133078e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0213113
    setup: 0.0163887 s
    solve: 0.00492266 s
    solve(per iteration): 0.00123066 s
resid in solve_pyamgx: 1.01e-04
time solve_pyamgx: 5.41e-03
time v: 7.61e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   4.153603e+00
              0             1.82349   1.008067e-01         0.0243
              1              1.8235   7.658965e-03         0.0760
              2              1.8235   1.414402e-03         0.1847
              3              1.8235   3.378434e-04         0.2389
              4              1.8235   8.531296e-05         0.2525
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1155
         Final Residual: 		   8.531296e-05
         Total Reduction in Residual: 	   2.053951e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0224831
    setup: 0.0163887 s
    solve: 0.00609443 s
    solve(per iteration): 0.00121889 s
resid in solve_pyamgx: 8.53e-05
time solve_pyamgx: 6.50e-03
time w: 8.11e-03
area_out 3.2
flow_in 86.7658688111229 flow_out 86.76453547698283 area_out 3.2 flow_out_new 86.7658688111229 uinc: 0.00041666691877217943
xp.sum(su3d) -7.41340322463202e-12
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.838825e+00
              0             1.82349   1.773222e+00         0.4619
              1              1.8235   8.601116e-01         0.4851
              2              1.8235   4.318299e-01         0.5021
              3              1.8235   2.289227e-01         0.5301
              4              1.8235   1.243427e-01         0.5432
              5              1.8235   6.674014e-02         0.5367
              6              1.8235   3.688597e-02         0.5527
              7              1.8235   2.100090e-02         0.5693
              8              1.8235   1.181525e-02         0.5626
              9              1.8235   6.596895e-03         0.5583
             10              1.8235   4.503085e-03         0.6826
             11              1.8235   2.699633e-03         0.5995
             12              1.8235   1.511296e-03         0.5598
             13              1.8235   8.288203e-04         0.5484
             14              1.8235   4.551877e-04         0.5492
             15              1.8235   2.436838e-04         0.5353
             16              1.8235   1.309669e-04         0.5374
         --------------------------------------------------------------
         Total Iterations: 17
         Avg Convergence Rate: 		         0.5461
         Final Residual: 		   1.309669e-04
         Total Reduction in Residual: 	   3.411641e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.182744
    setup: 0.138297 s
    solve: 0.0444475 s
    solve(per iteration): 0.00261456 s
resid in solve_px: 1.31e-04
time p: 5.22e-02
time Smag or Wale: 4.77e-07

comm_min_pans:  -1.07e+03, pk_max: 1.34e+03, u2prim_max: 3.83e+00, v2prim_max: 1.11e+00, w2prim_max: 2.12e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5129245441882803 1.0255415662720127 0.6536366362645522
yplus, min,max,mean 26.66269614514519 53.30940676469138 33.97715164837055
uplus, min,max,mean 15.58043164112263 33.234137806606974 25.038003067305493
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        66168            694246  0.000159         0.0181
           2(D)         6683            146069   0.00327        0.00352
           3(D)          146               462    0.0217       1.47e-05
         --------------------------------------------------------------
         Grid Complexity: 1.3086
         Operator Complexity: 1.52088
         Total Memory Usage: 0.0459255 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   4.059928e+00
              0             1.82349   4.314957e-02         0.0106
              1              1.8235   7.829895e-03         0.1815
              2              1.8235   1.948150e-03         0.2488
              3              1.8235   5.415948e-04         0.2780
              4              1.8235   1.605760e-04         0.2965
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1317
         Final Residual: 		   1.605760e-04
         Total Reduction in Residual: 	   3.955144e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0324703
    setup: 0.0252117 s
    solve: 0.00725862 s
    solve(per iteration): 0.00145172 s
resid in solve_pyamgx: 1.61e-04
time solve_pyamgx: 3.69e-02
time k: 4.94e-02
modify_eps, ustar[-2,-2],[2,2] 0.630024786142575 0.6294488828143918
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        66244            695842  0.000159         0.0181
           2(D)         6724            141648   0.00313        0.00342
           3(D)          142               514    0.0255       1.57e-05
         --------------------------------------------------------------
         Grid Complexity: 1.30908
         Operator Complexity: 1.51916
         Total Memory Usage: 0.0458695 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   6.766967e+02
              0             1.82349   1.611563e+00         0.0024
              1              1.8235   3.224371e-01         0.2001
              2              1.8235   7.534054e-02         0.2337
              3              1.8235   2.067849e-02         0.2745
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0744
         Final Residual: 		   2.067849e-02
         Total Reduction in Residual: 	   3.055798e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0311986
    setup: 0.0253806 s
    solve: 0.00581792 s
    solve(per iteration): 0.00145448 s
resid in solve_pyamgx: 2.07e-02
time solve_pyamgx: 3.55e-02
time eps: 4.26e-02

--time step: 119, iter:0, max residual:4.12e-07, u:9.95e-08, v:7.93e-08, w:6.67e-08, p:4.12e-07, k:9.80e-11, eps:9.86e-12, om:0.00e+00


monitor time step: 119, iter:0, u: 1.54e+01, v:-2.62e-01, w: 2.62e+00, p: 1.38e+01, k: 1.31e+00, eps: 1.89e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  0, umax: 3.42e+01, vismax: 1.01e+03, kmin: 2.11e-02, epsmin: 2.38e-01, ommin: 1.00e+00, fkmax: 4.71e+00

time one iteration: 2.01e-01
modify_u, ustar[-2,-2],[2,2] 0.630024786142575 0.6294488828143918
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05          0.024
           1(D)        20497            217715  0.000518        0.00566
           2(D)         2011              9371   0.00232       0.000269
         --------------------------------------------------------------
         Grid Complexity: 1.09515
         Operator Complexity: 1.13807
         Total Memory Usage: 0.0299032 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   1.054375e-01
              0             1.82349   3.432207e-03         0.0326
              1              1.8235   3.675709e-04         0.1071
              2              1.8235   6.537136e-05         0.1778
              3              1.8235   1.630623e-05         0.2494
              4              1.8235   4.103741e-06         0.2517
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1312
         Final Residual: 		   4.103741e-06
         Total Reduction in Residual: 	   3.892108e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0224555
    setup: 0.0163627 s
    solve: 0.0060928 s
    solve(per iteration): 0.00121856 s
resid in solve_pyamgx: 4.10e-06
time solve_pyamgx: 2.68e-02
time u: 3.12e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   6.212429e-02
              0             1.82349   2.008636e-03         0.0323
              1              1.8235   2.472881e-04         0.1231
              2              1.8235   4.253928e-05         0.1720
              3              1.8235   1.072771e-05         0.2522
              4              1.8235   2.714047e-06         0.2530
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1343
         Final Residual: 		   2.714047e-06
         Total Reduction in Residual: 	   4.368738e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0224087
    setup: 0.0163627 s
    solve: 0.00604605 s
    solve(per iteration): 0.00120921 s
resid in solve_pyamgx: 2.71e-06
time solve_pyamgx: 6.46e-03
time v: 8.69e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   7.759030e-02
              0             1.82349   2.294273e-03         0.0296
              1              1.8235   2.308367e-04         0.1006
              2              1.8235   3.915923e-05         0.1696
              3              1.8235   9.419713e-06         0.2405
              4              1.8235   2.376034e-06         0.2522
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1251
         Final Residual: 		   2.376034e-06
         Total Reduction in Residual: 	   3.062282e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0224275
    setup: 0.0163627 s
    solve: 0.00606483 s
    solve(per iteration): 0.00121297 s
resid in solve_pyamgx: 2.38e-06
time solve_pyamgx: 6.54e-03
time w: 8.21e-03
area_out 3.2
flow_in 86.7658688111229 flow_out 86.76453543093868 area_out 3.2 flow_out_new 86.7658688111229 uinc: 0.0004166813075690001
xp.sum(su3d) -1.6779022615764916e-11
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   1.112443e+00
              0             1.82349   6.674291e-01         0.6000
              1              1.8235   3.116809e-01         0.4670
              2              1.8235   1.506026e-01         0.4832
              3              1.8235   7.409922e-02         0.4920
              4              1.8235   3.784652e-02         0.5108
              5              1.8235   1.994788e-02         0.5271
              6              1.8235   1.068122e-02         0.5355
              7              1.8235   5.799136e-03         0.5429
              8              1.8235   3.169127e-03         0.5465
              9              1.8235   1.748592e-03         0.5518
             10              1.8235   1.192857e-03         0.6822
             11              1.8235   7.028087e-04         0.5892
             12              1.8235   3.825194e-04         0.5443
             13              1.8235   2.026304e-04         0.5297
             14              1.8235   1.059349e-04         0.5228
             15              1.8235   5.454759e-05         0.5149
         --------------------------------------------------------------
         Total Iterations: 16
         Avg Convergence Rate: 		         0.5378
         Final Residual: 		   5.454759e-05
         Total Reduction in Residual: 	   4.903407e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.18006
    setup: 0.138297 s
    solve: 0.0417628 s
    solve(per iteration): 0.00261018 s
resid in solve_px: 5.45e-05
time p: 4.94e-02
time Smag or Wale: 4.77e-07

comm_min_pans:  -1.09e+03, pk_max: 1.34e+03, u2prim_max: 3.83e+00, v2prim_max: 1.11e+00, w2prim_max: 2.12e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5128274131195782 1.029445608234747 0.653879059401198
yplus, min,max,mean 26.657647105865635 53.51234555124333 33.989753218141736
uplus, min,max,mean 15.57065915023048 33.29780521663493 25.028305572228845
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        66186            693968  0.000158         0.0181
           2(D)         6755            145047   0.00318         0.0035
           3(D)          160               544    0.0213       1.69e-05
         --------------------------------------------------------------
         Grid Complexity: 1.30904
         Operator Complexity: 1.52013
         Total Memory Usage: 0.0459036 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.282395e+00
              0             1.82349   2.211642e-02         0.0067
              1              1.8235   1.646066e-03         0.0744
              2              1.8235   1.841760e-04         0.1119
              3              1.8235   5.229241e-05         0.2839
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0632
         Final Residual: 		   5.229241e-05
         Total Reduction in Residual: 	   1.593117e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0309539
    setup: 0.0251308 s
    solve: 0.00582307 s
    solve(per iteration): 0.00145577 s
resid in solve_pyamgx: 5.23e-05
time solve_pyamgx: 3.53e-02
time k: 4.78e-02
modify_eps, ustar[-2,-2],[2,2] 0.6300254224423308 0.6292642190183718
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        66263            695909  0.000158         0.0181
           2(D)         6607            138773   0.00318        0.00335
           3(D)          140               496    0.0253       1.53e-05
         --------------------------------------------------------------
         Grid Complexity: 1.30865
         Operator Complexity: 1.51741
         Total Memory Usage: 0.0458011 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.378862e+02
              0             1.82349   1.647982e-01         0.0007
              1              1.8235   3.927652e-02         0.2383
              2              1.8235   1.036444e-02         0.2639
         --------------------------------------------------------------
         Total Iterations: 3
         Avg Convergence Rate: 		         0.0352
         Final Residual: 		   1.036444e-02
         Total Reduction in Residual: 	   4.356891e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0296024
    setup: 0.0251781 s
    solve: 0.00442432 s
    solve(per iteration): 0.00147477 s
resid in solve_pyamgx: 1.04e-02
time solve_pyamgx: 3.40e-02
time eps: 4.10e-02

--time step: 119, iter:1, max residual:2.12e-07, u:3.21e-09, v:2.12e-09, w:1.86e-09, p:2.12e-07, k:3.19e-11, eps:4.94e-12, om:0.00e+00


monitor time step: 119, iter:1, u: 1.54e+01, v:-2.60e-01, w: 2.64e+00, p: 1.39e+01, k: 1.31e+00, eps: 1.90e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  1, umax: 3.42e+01, vismax: 8.52e+02, kmin: 2.11e-02, epsmin: 2.38e-01, ommin: 1.00e+00, fkmax: 4.91e+00

time one iteration: 1.94e-01
vismean_mean 1.3333333333333332e-18
modify_u, ustar[-2,-2],[2,2] 0.6300254224423308 0.6292642190183718
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05          0.024
           1(D)        20536            218908  0.000519        0.00569
           2(D)         2009              9361   0.00232       0.000269
         --------------------------------------------------------------
         Grid Complexity: 1.09531
         Operator Complexity: 1.13879
         Total Memory Usage: 0.0299316 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.034839e+00
              0             1.82349   1.483485e-01         0.0295
              1              1.8235   1.344708e-02         0.0906
              2              1.8235   2.383482e-03         0.1772
              3              1.8235   5.452759e-04         0.2288
              4              1.8235   1.270942e-04         0.2331
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1203
         Final Residual: 		   1.270942e-04
         Total Reduction in Residual: 	   2.524295e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0224094
    setup: 0.0163398 s
    solve: 0.00606966 s
    solve(per iteration): 0.00121393 s
resid in solve_pyamgx: 1.27e-04
time solve_pyamgx: 2.68e-02
time u: 3.30e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.256854e+00
              0             1.82349   8.580657e-02         0.0263
              1              1.8235   3.518488e-03         0.0410
              2              1.8235   5.479356e-04         0.1557
              3              1.8235   9.867582e-05         0.1801
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0742
         Final Residual: 		   9.867582e-05
         Total Reduction in Residual: 	   3.029790e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0212003
    setup: 0.0163398 s
    solve: 0.00486051 s
    solve(per iteration): 0.00121513 s
resid in solve_pyamgx: 9.87e-05
time solve_pyamgx: 5.36e-03
time v: 7.73e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   4.167601e+00
              0             1.82349   1.012855e-01         0.0243
              1              1.8235   7.684921e-03         0.0759
              2              1.8235   1.421579e-03         0.1850
              3              1.8235   3.388296e-04         0.2383
              4              1.8235   8.210265e-05         0.2423
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1145
         Final Residual: 		   8.210265e-05
         Total Reduction in Residual: 	   1.970022e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0223915
    setup: 0.0163398 s
    solve: 0.00605174 s
    solve(per iteration): 0.00121035 s
resid in solve_pyamgx: 8.21e-05
time solve_pyamgx: 6.48e-03
time w: 8.10e-03
area_out 3.2
flow_in 86.76586881112289 flow_out 86.76453547808725 area_out 3.2 flow_out_new 86.76586881112289 uinc: 0.0004166665736349273
xp.sum(su3d) 2.011080191266501e-11
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.874546e+00
              0             1.82349   1.785680e+00         0.4609
              1              1.8235   8.633879e-01         0.4835
              2              1.8235   4.332219e-01         0.5018
              3              1.8235   2.306254e-01         0.5323
              4              1.8235   1.254109e-01         0.5438
              5              1.8235   6.722008e-02         0.5360
              6              1.8235   3.713315e-02         0.5524
              7              1.8235   2.113427e-02         0.5691
              8              1.8235   1.188540e-02         0.5624
              9              1.8235   6.640131e-03         0.5587
             10              1.8235   4.534264e-03         0.6829
             11              1.8235   2.719465e-03         0.5998
             12              1.8235   1.524610e-03         0.5606
             13              1.8235   8.359620e-04         0.5483
             14              1.8235   4.590600e-04         0.5491
             15              1.8235   2.460041e-04         0.5359
             16              1.8235   1.317584e-04         0.5356
         --------------------------------------------------------------
         Total Iterations: 17
         Avg Convergence Rate: 		         0.5459
         Final Residual: 		   1.317584e-04
         Total Reduction in Residual: 	   3.400616e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.18275
    setup: 0.138297 s
    solve: 0.0444535 s
    solve(per iteration): 0.00261491 s
resid in solve_px: 1.32e-04
time p: 5.21e-02
time Smag or Wale: 4.77e-07

comm_min_pans:  -1.08e+03, pk_max: 1.35e+03, u2prim_max: 3.83e+00, v2prim_max: 1.11e+00, w2prim_max: 2.12e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5127660587044014 1.0318195769926743 0.6539652058859908
yplus, min,max,mean 26.65445779830069 53.63574851249342 33.99423125993957
uplus, min,max,mean 15.509684489397378 34.01678292082802 25.036222070642953
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        66094            693850  0.000159         0.0181
           2(D)         6690            143566   0.00321        0.00346
           3(D)          161               549    0.0212       1.71e-05
         --------------------------------------------------------------
         Grid Complexity: 1.30838
         Operator Complexity: 1.51914
         Total Memory Usage: 0.0458599 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.470015e+00
              0             1.82349   4.351694e-02         0.0125
              1              1.8235   7.747093e-03         0.1780
              2              1.8235   1.895955e-03         0.2447
              3              1.8235   5.169974e-04         0.2727
              4              1.8235   1.467320e-04         0.2838
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1334
         Final Residual: 		   1.467320e-04
         Total Reduction in Residual: 	   4.228569e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0325418
    setup: 0.0252621 s
    solve: 0.00727974 s
    solve(per iteration): 0.00145595 s
resid in solve_pyamgx: 1.47e-04
time solve_pyamgx: 3.69e-02
time k: 4.96e-02
modify_eps, ustar[-2,-2],[2,2] 0.6300267927758082 0.6287206053072314
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        66100            694134  0.000159         0.0181
           2(D)         6583            139955   0.00323        0.00338
           3(D)          135               365      0.02       1.22e-05
         --------------------------------------------------------------
         Grid Complexity: 1.30784
         Operator Complexity: 1.51696
         Total Memory Usage: 0.0457749 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   4.979278e+02
              0             1.82349   1.627527e+00         0.0033
              1              1.8235   3.267225e-01         0.2007
              2              1.8235   7.769221e-02         0.2378
              3              1.8235   2.131128e-02         0.2743
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0809
         Final Residual: 		   2.131128e-02
         Total Reduction in Residual: 	   4.279993e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0311158
    setup: 0.0253112 s
    solve: 0.00580461 s
    solve(per iteration): 0.00145115 s
resid in solve_pyamgx: 2.13e-02
time solve_pyamgx: 3.54e-02
time eps: 4.24e-02

--time step: 120, iter:0, max residual:4.17e-07, u:9.93e-08, v:7.71e-08, w:6.41e-08, p:4.17e-07, k:8.96e-11, eps:1.02e-11, om:0.00e+00


monitor time step: 120, iter:0, u: 1.55e+01, v:-2.65e-01, w: 2.77e+00, p: 1.36e+01, k: 1.31e+00, eps: 1.90e+02, om: 1.00e+00


-- cfl_max_x: 4.22e-01, cfl_max_y: 6.25e-01, at i= 24, j= 75


No of points cfl_x > 1:  0, No of points cfl_y > 1:  0


--time step:  1.17e-03, iter:  0, umax: 3.38e+01, vismax: 8.59e+02, kmin: 2.09e-02, epsmin: 2.34e-01, ommin: 1.00e+00, fkmax: 4.67e+00

time one iteration: 2.02e-01
time every 10th time steps: 3.98e+00
modify_u, ustar[-2,-2],[2,2] 0.6300267927758082 0.6287206053072314
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05          0.024
           1(D)        20558            218902  0.000518        0.00569
           2(D)         2015              9323    0.0023       0.000268
         --------------------------------------------------------------
         Grid Complexity: 1.09543
         Operator Complexity: 1.13876
         Total Memory Usage: 0.0299321 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   1.061178e-01
              0             1.82349   3.457140e-03         0.0326
              1              1.8235   3.718491e-04         0.1076
              2              1.8235   6.676398e-05         0.1795
              3              1.8235   1.689273e-05         0.2530
              4              1.8235   4.281002e-06         0.2534
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1322
         Final Residual: 		   4.281002e-06
         Total Reduction in Residual: 	   4.034199e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0224626
    setup: 0.0163972 s
    solve: 0.00606541 s
    solve(per iteration): 0.00121308 s
resid in solve_pyamgx: 4.28e-06
time solve_pyamgx: 2.68e-02
time u: 3.12e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   6.255835e-02
              0             1.82349   2.022425e-03         0.0323
              1              1.8235   2.446279e-04         0.1210
              2              1.8235   4.265437e-05         0.1744
              3              1.8235   1.079479e-05         0.2531
              4              1.8235   2.780766e-06         0.2576
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1348
         Final Residual: 		   2.780766e-06
         Total Reduction in Residual: 	   4.445076e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0224592
    setup: 0.0163972 s
    solve: 0.00606208 s
    solve(per iteration): 0.00121242 s
resid in solve_pyamgx: 2.78e-06
time solve_pyamgx: 6.48e-03
time v: 8.70e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   7.853361e-02
              0             1.82349   2.318592e-03         0.0295
              1              1.8235   2.321573e-04         0.1001
              2              1.8235   3.966461e-05         0.1709
              3              1.8235   9.664514e-06         0.2437
              4              1.8235   2.444925e-06         0.2530
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1255
         Final Residual: 		   2.444925e-06
         Total Reduction in Residual: 	   3.113222e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0224676
    setup: 0.0163972 s
    solve: 0.0060705 s
    solve(per iteration): 0.0012141 s
resid in solve_pyamgx: 2.44e-06
time solve_pyamgx: 6.53e-03
time w: 8.21e-03
area_out 3.2
flow_in 86.76586881112289 flow_out 86.76453543443007 area_out 3.2 flow_out_new 86.76586881112286 uinc: 0.000416680216503984
xp.sum(su3d) 1.5875523118324963e-11
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   1.111728e+00
              0             1.82349   6.693453e-01         0.6021
              1              1.8235   3.117888e-01         0.4658
              2              1.8235   1.503874e-01         0.4823
              3              1.8235   7.436772e-02         0.4945
              4              1.8235   3.798647e-02         0.5108
              5              1.8235   1.993802e-02         0.5249
              6              1.8235   1.065849e-02         0.5346
              7              1.8235   5.801052e-03         0.5443
              8              1.8235   3.178060e-03         0.5478
              9              1.8235   1.761808e-03         0.5544
             10              1.8235   1.203820e-03         0.6833
             11              1.8235   7.106466e-04         0.5903
             12              1.8235   3.869865e-04         0.5446
             13              1.8235   2.043957e-04         0.5282
             14              1.8235   1.067561e-04         0.5223
             15              1.8235   5.471056e-05         0.5125
         --------------------------------------------------------------
         Total Iterations: 16
         Avg Convergence Rate: 		         0.5380
         Final Residual: 		   5.471056e-05
         Total Reduction in Residual: 	   4.921217e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.180074
    setup: 0.138297 s
    solve: 0.0417765 s
    solve(per iteration): 0.00261103 s
resid in solve_px: 5.47e-05
time p: 4.94e-02
time Smag or Wale: 4.77e-07

comm_min_pans:  -1.09e+03, pk_max: 1.35e+03, u2prim_max: 3.83e+00, v2prim_max: 1.11e+00, w2prim_max: 2.12e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5125089055567847 1.038130301409623 0.6541963437779869
yplus, min,max,mean 26.641090537335398 53.96379077424779 34.00624620336885
uplus, min,max,mean 15.510899899929107 34.07018209550812 25.02746855086509
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        66038            693432  0.000159         0.0181
           2(D)         6713            145129   0.00322         0.0035
           3(D)          163               537    0.0202       1.69e-05
         --------------------------------------------------------------
         Grid Complexity: 1.30825
         Operator Complexity: 1.51984
         Total Memory Usage: 0.0458835 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.363843e+00
              0             1.82349   2.134623e-02         0.0063
              1              1.8235   1.500453e-03         0.0703
              2              1.8235   1.742839e-04         0.1162
              3              1.8235   5.175769e-05         0.2970
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0626
         Final Residual: 		   5.175769e-05
         Total Reduction in Residual: 	   1.538648e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0310989
    setup: 0.0252826 s
    solve: 0.00581632 s
    solve(per iteration): 0.00145408 s
resid in solve_pyamgx: 5.18e-05
time solve_pyamgx: 3.54e-02
time k: 4.80e-02
modify_eps, ustar[-2,-2],[2,2] 0.6300273067211973 0.6284791030516159
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        66178            696044  0.000159         0.0181
           2(D)         6671            140427   0.00316        0.00339
           3(D)          136               400    0.0216        1.3e-05
         --------------------------------------------------------------
         Grid Complexity: 1.30855
         Operator Complexity: 1.51846
         Total Memory Usage: 0.0458377 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.514550e+02
              0             1.82349   1.742272e-01         0.0007
              1              1.8235   4.146334e-02         0.2380
              2              1.8235   1.005815e-02         0.2426
         --------------------------------------------------------------
         Total Iterations: 3
         Avg Convergence Rate: 		         0.0342
         Final Residual: 		   1.005815e-02
         Total Reduction in Residual: 	   3.999981e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.029702
    setup: 0.0252329 s
    solve: 0.00446902 s
    solve(per iteration): 0.00148967 s
resid in solve_pyamgx: 1.01e-02
time solve_pyamgx: 3.41e-02
time eps: 4.11e-02

--time step: 120, iter:1, max residual:2.14e-07, u:3.34e-09, v:2.17e-09, w:1.91e-09, p:2.14e-07, k:3.16e-11, eps:4.80e-12, om:0.00e+00


monitor time step: 120, iter:1, u: 1.55e+01, v:-2.64e-01, w: 2.79e+00, p: 1.37e+01, k: 1.32e+00, eps: 1.91e+02, om: 1.00e+00


-- cfl_max_x: 4.22e-01, cfl_max_y: 6.28e-01, at i= 24, j= 75


No of points cfl_x > 1:  0, No of points cfl_y > 1:  0


--time step:  1.17e-03, iter:  1, umax: 3.38e+01, vismax: 8.55e+02, kmin: 2.09e-02, epsmin: 2.34e-01, ommin: 1.00e+00, fkmax: 4.97e+00

time one iteration: 1.95e-01
vismean_mean 1.3223140495867767e-18
modify_u, ustar[-2,-2],[2,2] 0.6300273067211973 0.6284791030516159
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05          0.024
           1(D)        20529            218517  0.000519        0.00568
           2(D)         2032              9422   0.00228       0.000271
         --------------------------------------------------------------
         Grid Complexity: 1.09538
         Operator Complexity: 1.13859
         Total Memory Usage: 0.0299249 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.065843e+00
              0             1.82349   1.493795e-01         0.0295
              1              1.8235   1.336398e-02         0.0895
              2              1.8235   2.386142e-03         0.1786
              3              1.8235   5.534396e-04         0.2319
              4              1.8235   1.292136e-04         0.2335
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1206
         Final Residual: 		   1.292136e-04
         Total Reduction in Residual: 	   2.550684e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.022407
    setup: 0.0163519 s
    solve: 0.00605507 s
    solve(per iteration): 0.00121101 s
resid in solve_pyamgx: 1.29e-04
time solve_pyamgx: 2.69e-02
time u: 3.31e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.275652e+00
              0             1.82349   8.638421e-02         0.0264
              1              1.8235   3.526029e-03         0.0408
              2              1.8235   5.479033e-04         0.1554
              3              1.8235   1.010092e-04         0.1844
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0745
         Final Residual: 		   1.010092e-04
         Total Reduction in Residual: 	   3.083636e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0212381
    setup: 0.0163519 s
    solve: 0.00488624 s
    solve(per iteration): 0.00122156 s
resid in solve_pyamgx: 1.01e-04
time solve_pyamgx: 5.36e-03
time v: 7.57e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   4.181777e+00
              0             1.82349   1.018099e-01         0.0243
              1              1.8235   7.693812e-03         0.0756
              2              1.8235   1.406076e-03         0.1828
              3              1.8235   3.259114e-04         0.2318
              4              1.8235   7.879519e-05         0.2418
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1135
         Final Residual: 		   7.879519e-05
         Total Reduction in Residual: 	   1.884252e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0223934
    setup: 0.0163519 s
    solve: 0.00604154 s
    solve(per iteration): 0.00120831 s
resid in solve_pyamgx: 7.88e-05
time solve_pyamgx: 6.46e-03
time w: 8.16e-03
area_out 3.2
flow_in 86.76586881112289 flow_out 86.76453548338598 area_out 3.2 flow_out_new 86.7658688111229 uinc: 0.000416664917781695
xp.sum(su3d) -8.69104788137065e-12
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.891862e+00
              0             1.82349   1.786627e+00         0.4591
              1              1.8235   8.639106e-01         0.4835
              2              1.8235   4.330156e-01         0.5012
              3              1.8235   2.312843e-01         0.5341
              4              1.8235   1.257415e-01         0.5437
              5              1.8235   6.739506e-02         0.5360
              6              1.8235   3.715774e-02         0.5513
              7              1.8235   2.113271e-02         0.5687
              8              1.8235   1.187442e-02         0.5619
              9              1.8235   6.648436e-03         0.5599
             10              1.8235   4.542414e-03         0.6832
             11              1.8235   2.725778e-03         0.6001
             12              1.8235   1.532075e-03         0.5621
             13              1.8235   8.386674e-04         0.5474
             14              1.8235   4.597546e-04         0.5482
             15              1.8235   2.463250e-04         0.5358
             16              1.8235   1.316135e-04         0.5343
         --------------------------------------------------------------
         Total Iterations: 17
         Avg Convergence Rate: 		         0.5458
         Final Residual: 		   1.316135e-04
         Total Reduction in Residual: 	   3.381762e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.182875
    setup: 0.138297 s
    solve: 0.0445778 s
    solve(per iteration): 0.00262222 s
resid in solve_px: 1.32e-04
time p: 5.24e-02
time Smag or Wale: 7.15e-07

comm_min_pans:  -1.08e+03, pk_max: 1.36e+03, u2prim_max: 3.82e+00, v2prim_max: 1.11e+00, w2prim_max: 2.12e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5202816405649809 1.043347608529947 0.6542084555808028
yplus, min,max,mean 27.045130613187556 54.2349953325425 34.00687579561963
uplus, min,max,mean 15.488777721576307 34.38623314881629 25.038130494895437
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        66069            694281  0.000159         0.0181
           2(D)         6773            145415   0.00317        0.00351
           3(D)          176               576    0.0186       1.81e-05
         --------------------------------------------------------------
         Grid Complexity: 1.30869
         Operator Complexity: 1.52057
         Total Memory Usage: 0.0459151 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.288973e+00
              0             1.82349   4.436427e-02         0.0135
              1              1.8235   8.048952e-03         0.1814
              2              1.8235   1.933470e-03         0.2402
              3              1.8235   5.194255e-04         0.2686
              4              1.8235   1.424743e-04         0.2743
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1341
         Final Residual: 		   1.424743e-04
         Total Reduction in Residual: 	   4.331878e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0324304
    setup: 0.0251528 s
    solve: 0.0072776 s
    solve(per iteration): 0.00145552 s
resid in solve_pyamgx: 1.42e-04
time solve_pyamgx: 3.69e-02
time k: 4.97e-02
modify_eps, ustar[-2,-2],[2,2] 0.6300283934361074 0.6277812196736552
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        66038            693950  0.000159         0.0181
           2(D)         6688            141320   0.00316        0.00341
           3(D)          149               401    0.0181       1.34e-05
         --------------------------------------------------------------
         Grid Complexity: 1.30808
         Operator Complexity: 1.51772
         Total Memory Usage: 0.045805 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.069652e+02
              0             1.82349   1.613317e+00         0.0032
              1              1.8235   3.224579e-01         0.1999
              2              1.8235   7.588260e-02         0.2353
              3              1.8235   2.026104e-02         0.2670
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0795
         Final Residual: 		   2.026104e-02
         Total Reduction in Residual: 	   3.996535e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0311232
    setup: 0.0253247 s
    solve: 0.0057985 s
    solve(per iteration): 0.00144962 s
resid in solve_pyamgx: 2.03e-02
time solve_pyamgx: 3.55e-02
time eps: 4.24e-02

--time step: 121, iter:0, max residual:4.19e-07, u:1.01e-07, v:7.89e-08, w:6.16e-08, p:4.19e-07, k:8.70e-11, eps:9.66e-12, om:0.00e+00


monitor time step: 121, iter:0, u: 1.57e+01, v:-2.66e-01, w: 2.90e+00, p: 1.34e+01, k: 1.32e+00, eps: 1.91e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  0, umax: 3.41e+01, vismax: 8.44e+02, kmin: 2.07e-02, epsmin: 2.31e-01, ommin: 1.00e+00, fkmax: 4.72e+00

time one iteration: 2.01e-01
modify_u, ustar[-2,-2],[2,2] 0.6300283934361074 0.6277812196736552
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05          0.024
           1(D)        20516            217876  0.000518        0.00566
           2(D)         2025              9337   0.00228       0.000269
         --------------------------------------------------------------
         Grid Complexity: 1.09529
         Operator Complexity: 1.13815
         Total Memory Usage: 0.0299077 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   1.067779e-01
              0             1.82349   3.485020e-03         0.0326
              1              1.8235   3.736861e-04         0.1072
              2              1.8235   6.746379e-05         0.1805
              3              1.8235   1.677964e-05         0.2487
              4              1.8235   4.245944e-06         0.2530
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1318
         Final Residual: 		   4.245944e-06
         Total Reduction in Residual: 	   3.976425e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0223944
    setup: 0.0163185 s
    solve: 0.00607594 s
    solve(per iteration): 0.00121519 s
resid in solve_pyamgx: 4.25e-06
time solve_pyamgx: 2.67e-02
time u: 3.11e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   6.311704e-02
              0             1.82349   2.037309e-03         0.0323
              1              1.8235   2.436422e-04         0.1196
              2              1.8235   4.300977e-05         0.1765
              3              1.8235   1.107710e-05         0.2575
              4              1.8235   2.869327e-06         0.2590
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1354
         Final Residual: 		   2.869327e-06
         Total Reduction in Residual: 	   4.546041e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0223531
    setup: 0.0163185 s
    solve: 0.00603459 s
    solve(per iteration): 0.00120692 s
resid in solve_pyamgx: 2.87e-06
time solve_pyamgx: 6.46e-03
time v: 8.69e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   7.774211e-02
              0             1.82349   2.311839e-03         0.0297
              1              1.8235   2.333589e-04         0.1009
              2              1.8235   3.991361e-05         0.1710
              3              1.8235   9.704466e-06         0.2431
              4              1.8235   2.424329e-06         0.2498
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1255
         Final Residual: 		   2.424329e-06
         Total Reduction in Residual: 	   3.118424e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0223823
    setup: 0.0163185 s
    solve: 0.00606387 s
    solve(per iteration): 0.00121277 s
resid in solve_pyamgx: 2.42e-06
time solve_pyamgx: 6.52e-03
time w: 8.19e-03
area_out 3.2
flow_in 86.76586881112289 flow_out 86.76453544111752 area_out 3.2 flow_out_new 86.76586881112286 uinc: 0.00041667812667789406
xp.sum(su3d) 1.4070966614099234e-11
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   1.124762e+00
              0             1.82349   6.746844e-01         0.5998
              1              1.8235   3.126041e-01         0.4633
              2              1.8235   1.507472e-01         0.4822
              3              1.8235   7.459749e-02         0.4949
              4              1.8235   3.809985e-02         0.5107
              5              1.8235   1.994756e-02         0.5236
              6              1.8235   1.063806e-02         0.5333
              7              1.8235   5.801232e-03         0.5453
              8              1.8235   3.183446e-03         0.5488
              9              1.8235   1.768563e-03         0.5555
             10              1.8235   1.208704e-03         0.6834
             11              1.8235   7.136064e-04         0.5904
             12              1.8235   3.891658e-04         0.5454
             13              1.8235   2.049092e-04         0.5265
             14              1.8235   1.071516e-04         0.5229
             15              1.8235   5.466723e-05         0.5102
         --------------------------------------------------------------
         Total Iterations: 16
         Avg Convergence Rate: 		         0.5375
         Final Residual: 		   5.466723e-05
         Total Reduction in Residual: 	   4.860339e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.180121
    setup: 0.138297 s
    solve: 0.0418241 s
    solve(per iteration): 0.00261401 s
resid in solve_px: 5.47e-05
time p: 4.94e-02
time Smag or Wale: 7.15e-07

comm_min_pans:  -1.09e+03, pk_max: 1.36e+03, u2prim_max: 3.82e+00, v2prim_max: 1.11e+00, w2prim_max: 2.12e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5153986915698757 1.041447431981243 0.6543053900207205
yplus, min,max,mean 26.79130656280064 54.1362209016554 34.01191461379826
uplus, min,max,mean 15.49522034946611 31.101229450644365 25.034671632250028
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        66025            694313  0.000159         0.0181
           2(D)         6687            143539   0.00321        0.00346
           3(D)          187               809    0.0231       2.37e-05
         --------------------------------------------------------------
         Grid Complexity: 1.30818
         Operator Complexity: 1.51957
         Total Memory Usage: 0.0458728 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.224093e+00
              0             1.82349   2.215745e-02         0.0069
              1              1.8235   1.782859e-03         0.0805
              2              1.8235   1.823949e-04         0.1023
              3              1.8235   5.264096e-05         0.2886
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0636
         Final Residual: 		   5.264096e-05
         Total Reduction in Residual: 	   1.632737e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0313254
    setup: 0.0254841 s
    solve: 0.00584134 s
    solve(per iteration): 0.00146034 s
resid in solve_pyamgx: 5.26e-05
time solve_pyamgx: 3.56e-02
time k: 4.82e-02
modify_eps, ustar[-2,-2],[2,2] 0.6300287870706435 0.6274751910338023
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        66129            694665  0.000159         0.0181
           2(D)         6609            138175   0.00316        0.00334
           3(D)          142               466    0.0231       1.47e-05
         --------------------------------------------------------------
         Grid Complexity: 1.3081
         Operator Complexity: 1.51625
         Total Memory Usage: 0.0457525 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.252925e+02
              0             1.82349   1.630329e-01         0.0007
              1              1.8235   3.769409e-02         0.2312
              2              1.8235   9.096234e-03         0.2413
         --------------------------------------------------------------
         Total Iterations: 3
         Avg Convergence Rate: 		         0.0343
         Final Residual: 		   9.096234e-03
         Total Reduction in Residual: 	   4.037522e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0296243
    setup: 0.0251904 s
    solve: 0.00443392 s
    solve(per iteration): 0.00147797 s
resid in solve_pyamgx: 9.10e-03
time solve_pyamgx: 3.40e-02
time eps: 4.10e-02

--time step: 121, iter:1, max residual:2.15e-07, u:3.32e-09, v:2.24e-09, w:1.89e-09, p:2.15e-07, k:3.21e-11, eps:4.34e-12, om:0.00e+00


monitor time step: 121, iter:1, u: 1.57e+01, v:-2.66e-01, w: 2.92e+00, p: 1.34e+01, k: 1.32e+00, eps: 1.92e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  1, umax: 3.42e+01, vismax: 8.28e+02, kmin: 2.07e-02, epsmin: 2.31e-01, ommin: 1.00e+00, fkmax: 4.91e+00

time one iteration: 1.95e-01
vismean_mean 1.3114754098360654e-18
modify_u, ustar[-2,-2],[2,2] 0.6300287870706435 0.6274751910338023
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05          0.024
           1(D)        20485            217185  0.000518        0.00565
           2(D)         2012              9316    0.0023       0.000268
         --------------------------------------------------------------
         Grid Complexity: 1.09511
         Operator Complexity: 1.13771
         Total Memory Usage: 0.0298896 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.097114e+00
              0             1.82349   1.505792e-01         0.0295
              1              1.8235   1.348914e-02         0.0896
              2              1.8235   2.418533e-03         0.1793
              3              1.8235   5.563045e-04         0.2300
              4              1.8235   1.308398e-04         0.2352
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1207
         Final Residual: 		   1.308398e-04
         Total Reduction in Residual: 	   2.566939e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0225032
    setup: 0.0164535 s
    solve: 0.00604966 s
    solve(per iteration): 0.00120993 s
resid in solve_pyamgx: 1.31e-04
time solve_pyamgx: 2.69e-02
time u: 3.29e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.294318e+00
              0             1.82349   8.696364e-02         0.0264
              1              1.8235   3.512474e-03         0.0404
              2              1.8235   5.382626e-04         0.1532
              3              1.8235   9.559444e-05         0.1776
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0734
         Final Residual: 		   9.559444e-05
         Total Reduction in Residual: 	   2.901798e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0213518
    setup: 0.0164535 s
    solve: 0.00489834 s
    solve(per iteration): 0.00122458 s
resid in solve_pyamgx: 9.56e-05
time solve_pyamgx: 5.40e-03
time v: 7.61e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   4.196378e+00
              0             1.82349   1.023901e-01         0.0244
              1              1.8235   7.703108e-03         0.0752
              2              1.8235   1.397736e-03         0.1815
              3              1.8235   3.248587e-04         0.2324
              4              1.8235   7.877205e-05         0.2425
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1134
         Final Residual: 		   7.877205e-05
         Total Reduction in Residual: 	   1.877144e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0224861
    setup: 0.0164535 s
    solve: 0.00603264 s
    solve(per iteration): 0.00120653 s
resid in solve_pyamgx: 7.88e-05
time solve_pyamgx: 6.45e-03
time w: 8.07e-03
area_out 3.2
flow_in 86.76586881112287 flow_out 86.76453548980183 area_out 3.2 flow_out_new 86.76586881112287 uinc: 0.00041666291282549395
xp.sum(su3d) 4.7979398232200765e-12
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.922899e+00
              0             1.82349   1.794360e+00         0.4574
              1              1.8235   8.655265e-01         0.4824
              2              1.8235   4.329108e-01         0.5002
              3              1.8235   2.312904e-01         0.5343
              4              1.8235   1.256431e-01         0.5432
              5              1.8235   6.740712e-02         0.5365
              6              1.8235   3.709916e-02         0.5504
              7              1.8235   2.109740e-02         0.5687
              8              1.8235   1.184562e-02         0.5615
              9              1.8235   6.630141e-03         0.5597
             10              1.8235   4.532512e-03         0.6836
             11              1.8235   2.721905e-03         0.6005
             12              1.8235   1.532311e-03         0.5630
             13              1.8235   8.376165e-04         0.5466
             14              1.8235   4.589892e-04         0.5480
             15              1.8235   2.461423e-04         0.5363
             16              1.8235   1.310993e-04         0.5326
         --------------------------------------------------------------
         Total Iterations: 17
         Avg Convergence Rate: 		         0.5454
         Final Residual: 		   1.310993e-04
         Total Reduction in Residual: 	   3.341898e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.182865
    setup: 0.138297 s
    solve: 0.0445678 s
    solve(per iteration): 0.00262163 s
resid in solve_px: 1.31e-04
time p: 5.22e-02
time Smag or Wale: 4.77e-07

comm_min_pans:  -1.08e+03, pk_max: 1.36e+03, u2prim_max: 3.82e+00, v2prim_max: 1.10e+00, w2prim_max: 2.11e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5210949186901205 1.0414500222182208 0.6543570085912576
yplus, min,max,mean 27.08740620279968 54.13635554660906 34.01459783548705
uplus, min,max,mean 15.51009208871009 32.32191255938112 25.044688008178536
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        66031            695087  0.000159         0.0181
           2(D)         6749            144435   0.00317        0.00348
           3(D)          161               549    0.0212       1.71e-05
         --------------------------------------------------------------
         Grid Complexity: 1.30836
         Operator Complexity: 1.52044
         Total Memory Usage: 0.0459067 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   4.197715e+00
              0             1.82349   4.407348e-02         0.0105
              1              1.8235   7.993409e-03         0.1814
              2              1.8235   1.946165e-03         0.2435
              3              1.8235   5.233278e-04         0.2689
              4              1.8235   1.523044e-04         0.2910
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1294
         Final Residual: 		   1.523044e-04
         Total Reduction in Residual: 	   3.628270e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0324445
    setup: 0.0252049 s
    solve: 0.00723968 s
    solve(per iteration): 0.00144794 s
resid in solve_pyamgx: 1.52e-04
time solve_pyamgx: 3.69e-02
time k: 4.96e-02
modify_eps, ustar[-2,-2],[2,2] 0.6300295957077713 0.6266013099686595
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        66050            695232  0.000159         0.0181
           2(D)         6675            142687    0.0032        0.00344
           3(D)          142               450    0.0223       1.43e-05
         --------------------------------------------------------------
         Grid Complexity: 1.30805
         Operator Complexity: 1.51939
         Total Memory Usage: 0.045865 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   6.921996e+02
              0             1.82349   1.652792e+00         0.0024
              1              1.8235   3.424040e-01         0.2072
              2              1.8235   8.027004e-02         0.2344
              3              1.8235   2.134403e-02         0.2659
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0745
         Final Residual: 		   2.134403e-02
         Total Reduction in Residual: 	   3.083508e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0312093
    setup: 0.025405 s
    solve: 0.00580429 s
    solve(per iteration): 0.00145107 s
resid in solve_pyamgx: 2.13e-02
time solve_pyamgx: 3.56e-02
time eps: 4.26e-02

--time step: 122, iter:0, max residual:4.20e-07, u:1.02e-07, v:7.47e-08, w:6.15e-08, p:4.20e-07, k:9.30e-11, eps:1.02e-11, om:0.00e+00


monitor time step: 122, iter:0, u: 1.58e+01, v:-2.67e-01, w: 3.02e+00, p: 1.30e+01, k: 1.32e+00, eps: 1.92e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  0, umax: 3.40e+01, vismax: 8.34e+02, kmin: 2.05e-02, epsmin: 2.27e-01, ommin: 1.00e+00, fkmax: 4.60e+00

time one iteration: 2.01e-01
modify_u, ustar[-2,-2],[2,2] 0.6300295957077713 0.6266013099686595
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05          0.024
           1(D)        20553            218553  0.000517        0.00568
           2(D)         2002              9188   0.00229       0.000265
         --------------------------------------------------------------
         Grid Complexity: 1.09535
         Operator Complexity: 1.13847
         Total Memory Usage: 0.0299204 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   1.074466e-01
              0             1.82349   3.506564e-03         0.0326
              1              1.8235   3.776590e-04         0.1077
              2              1.8235   6.830477e-05         0.1809
              3              1.8235   1.736624e-05         0.2542
              4              1.8235   4.499282e-06         0.2591
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1332
         Final Residual: 		   4.499282e-06
         Total Reduction in Residual: 	   4.187457e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0225729
    setup: 0.0164659 s
    solve: 0.00610701 s
    solve(per iteration): 0.0012214 s
resid in solve_pyamgx: 4.50e-06
time solve_pyamgx: 2.71e-02
time u: 3.15e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   6.332157e-02
              0             1.82349   2.044252e-03         0.0323
              1              1.8235   2.405276e-04         0.1177
              2              1.8235   4.177163e-05         0.1737
              3              1.8235   1.059770e-05         0.2537
              4              1.8235   2.736753e-06         0.2582
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1340
         Final Residual: 		   2.736753e-06
         Total Reduction in Residual: 	   4.321992e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0226181
    setup: 0.0164659 s
    solve: 0.00615219 s
    solve(per iteration): 0.00123044 s
resid in solve_pyamgx: 2.74e-06
time solve_pyamgx: 6.56e-03
time v: 8.78e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   7.780429e-02
              0             1.82349   2.324823e-03         0.0299
              1              1.8235   2.347961e-04         0.1010
              2              1.8235   3.999970e-05         0.1704
              3              1.8235   9.679814e-06         0.2420
              4              1.8235   2.413132e-06         0.2493
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1254
         Final Residual: 		   2.413132e-06
         Total Reduction in Residual: 	   3.101541e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0225485
    setup: 0.0164659 s
    solve: 0.00608259 s
    solve(per iteration): 0.00121652 s
resid in solve_pyamgx: 2.41e-06
time solve_pyamgx: 6.60e-03
time w: 8.24e-03
area_out 3.2
flow_in 86.76586881112287 flow_out 86.76453544831087 area_out 3.2 flow_out_new 86.76586881112286 uinc: 0.0004166758787516045
xp.sum(su3d) 1.8584467298410345e-11
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   1.131829e+00
              0             1.82349   6.791766e-01         0.6001
              1              1.8235   3.139494e-01         0.4623
              2              1.8235   1.515880e-01         0.4828
              3              1.8235   7.492539e-02         0.4943
              4              1.8235   3.821949e-02         0.5101
              5              1.8235   1.995354e-02         0.5221
              6              1.8235   1.062063e-02         0.5323
              7              1.8235   5.796883e-03         0.5458
              8              1.8235   3.181684e-03         0.5489
              9              1.8235   1.765938e-03         0.5550
             10              1.8235   1.206473e-03         0.6832
             11              1.8235   7.127081e-04         0.5907
             12              1.8235   3.895079e-04         0.5465
             13              1.8235   2.042613e-04         0.5244
             14              1.8235   1.069452e-04         0.5236
             15              1.8235   5.448123e-05         0.5094
         --------------------------------------------------------------
         Total Iterations: 16
         Avg Convergence Rate: 		         0.5372
         Final Residual: 		   5.448123e-05
         Total Reduction in Residual: 	   4.813557e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.180141
    setup: 0.138297 s
    solve: 0.0418444 s
    solve(per iteration): 0.00261528 s
resid in solve_px: 5.45e-05
time p: 4.94e-02
time Smag or Wale: 4.77e-07

comm_min_pans:  -1.09e+03, pk_max: 1.36e+03, u2prim_max: 3.82e+00, v2prim_max: 1.10e+00, w2prim_max: 2.11e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5221373122493158 1.0445895346164487 0.6547440562033474
yplus, min,max,mean 27.14159160501408 54.29955277720822 34.03471723314853
uplus, min,max,mean 15.51856124068266 32.38913595853901 25.029512483015584
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        66021            694719  0.000159         0.0181
           2(D)         6831            147887   0.00317        0.00356
           3(D)          167               617    0.0221       1.88e-05
         --------------------------------------------------------------
         Grid Complexity: 1.30869
         Operator Complexity: 1.5224
         Total Memory Usage: 0.0459812 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.255466e+00
              0             1.82349   1.976868e-02         0.0061
              1              1.8235   1.331087e-03         0.0673
              2              1.8235   1.674036e-04         0.1258
              3              1.8235   4.825524e-05         0.2883
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0620
         Final Residual: 		   4.825524e-05
         Total Reduction in Residual: 	   1.482284e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0310486
    setup: 0.0252269 s
    solve: 0.00582176 s
    solve(per iteration): 0.00145544 s
resid in solve_pyamgx: 4.83e-05
time solve_pyamgx: 3.54e-02
time k: 4.80e-02
modify_eps, ustar[-2,-2],[2,2] 0.6300298712654963 0.6262298242511872
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        65990            695104   0.00016         0.0181
           2(D)         6593            139867   0.00322        0.00337
           3(D)          135               413    0.0227       1.33e-05
         --------------------------------------------------------------
         Grid Complexity: 1.30742
         Operator Complexity: 1.51754
         Total Memory Usage: 0.0457905 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.447498e+02
              0             1.82349   1.688327e-01         0.0007
              1              1.8235   4.000511e-02         0.2370
              2              1.8235   9.473006e-03         0.2368
         --------------------------------------------------------------
         Total Iterations: 3
         Avg Convergence Rate: 		         0.0338
         Final Residual: 		   9.473006e-03
         Total Reduction in Residual: 	   3.870486e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0297613
    setup: 0.0252756 s
    solve: 0.00448566 s
    solve(per iteration): 0.00149522 s
resid in solve_pyamgx: 9.47e-03
time solve_pyamgx: 3.42e-02
time eps: 4.11e-02

--time step: 122, iter:1, max residual:2.15e-07, u:3.52e-09, v:2.14e-09, w:1.89e-09, p:2.15e-07, k:2.95e-11, eps:4.52e-12, om:0.00e+00


monitor time step: 122, iter:1, u: 1.58e+01, v:-2.68e-01, w: 3.04e+00, p: 1.31e+01, k: 1.32e+00, eps: 1.92e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  1, umax: 3.40e+01, vismax: 8.17e+02, kmin: 2.05e-02, epsmin: 2.28e-01, ommin: 1.00e+00, fkmax: 4.92e+00

time one iteration: 1.95e-01
vismean_mean 1.3008130081300812e-18
modify_u, ustar[-2,-2],[2,2] 0.6300298712654963 0.6262298242511872
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05          0.024
           1(D)        20535            218173  0.000517        0.00567
           2(D)         2020              9268   0.00227       0.000267
         --------------------------------------------------------------
         Grid Complexity: 1.09535
         Operator Complexity: 1.13828
         Total Memory Usage: 0.0299136 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.128531e+00
              0             1.82349   1.517165e-01         0.0296
              1              1.8235   1.356345e-02         0.0894
              2              1.8235   2.420476e-03         0.1785
              3              1.8235   5.545678e-04         0.2291
              4              1.8235   1.332463e-04         0.2403
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1210
         Final Residual: 		   1.332463e-04
         Total Reduction in Residual: 	   2.598138e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0232468
    setup: 0.0171581 s
    solve: 0.0060887 s
    solve(per iteration): 0.00121774 s
resid in solve_pyamgx: 1.33e-04
time solve_pyamgx: 2.77e-02
time u: 3.38e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.312838e+00
              0             1.82349   8.755580e-02         0.0264
              1              1.8235   3.542361e-03         0.0405
              2              1.8235   5.470246e-04         0.1544
              3              1.8235   9.802013e-05         0.1792
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0738
         Final Residual: 		   9.802013e-05
         Total Reduction in Residual: 	   2.958797e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.022049
    setup: 0.0171581 s
    solve: 0.00489098 s
    solve(per iteration): 0.00122274 s
resid in solve_pyamgx: 9.80e-05
time solve_pyamgx: 5.37e-03
time v: 7.61e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   4.211438e+00
              0             1.82349   1.029925e-01         0.0245
              1              1.8235   7.734242e-03         0.0751
              2              1.8235   1.400289e-03         0.1811
              3              1.8235   3.282354e-04         0.2344
              4              1.8235   8.026295e-05         0.2445
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1138
         Final Residual: 		   8.026295e-05
         Total Reduction in Residual: 	   1.905832e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0232078
    setup: 0.0171581 s
    solve: 0.00604979 s
    solve(per iteration): 0.00120996 s
resid in solve_pyamgx: 8.03e-05
time solve_pyamgx: 6.47e-03
time w: 8.13e-03
area_out 3.2
flow_in 86.76586881112289 flow_out 86.76453549615387 area_out 3.2 flow_out_new 86.76586881112289 uinc: 0.0004166609278177802
xp.sum(su3d) 5.4645177272050205e-12
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.946653e+00
              0             1.82349   1.797561e+00         0.4555
              1              1.8235   8.659768e-01         0.4818
              2              1.8235   4.330251e-01         0.5000
              3              1.8235   2.308701e-01         0.5332
              4              1.8235   1.253550e-01         0.5430
              5              1.8235   6.720294e-02         0.5361
              6              1.8235   3.688160e-02         0.5488
              7              1.8235   2.095671e-02         0.5682
              8              1.8235   1.176570e-02         0.5614
              9              1.8235   6.583773e-03         0.5596
             10              1.8235   4.508030e-03         0.6847
             11              1.8235   2.709698e-03         0.6011
             12              1.8235   1.526935e-03         0.5635
             13              1.8235   8.325509e-04         0.5452
             14              1.8235   4.557827e-04         0.5475
             15              1.8235   2.446406e-04         0.5367
             16              1.8235   1.298578e-04         0.5308
         --------------------------------------------------------------
         Total Iterations: 17
         Avg Convergence Rate: 		         0.5449
         Final Residual: 		   1.298578e-04
         Total Reduction in Residual: 	   3.290329e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.182742
    setup: 0.138297 s
    solve: 0.044445 s
    solve(per iteration): 0.00261441 s
resid in solve_px: 1.30e-04
time p: 5.21e-02
time Smag or Wale: 4.77e-07

comm_min_pans:  -1.08e+03, pk_max: 1.37e+03, u2prim_max: 3.81e+00, v2prim_max: 1.10e+00, w2prim_max: 2.11e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5221693973910044 1.045704498620331 0.6548515407289869
yplus, min,max,mean 27.143259445622046 54.35751051540797 34.040304462849086
uplus, min,max,mean 15.571342529336578 33.3787063099229 25.037969925225713
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        65980            693780  0.000159         0.0181
           2(D)         6684            146250   0.00327        0.00352
           3(D)          154               470    0.0198       1.51e-05
         --------------------------------------------------------------
         Grid Complexity: 1.30784
         Operator Complexity: 1.52071
         Total Memory Usage: 0.0459099 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   4.211079e+00
              0             1.82349   4.387901e-02         0.0104
              1              1.8235   7.934086e-03         0.1808
              2              1.8235   1.981466e-03         0.2497
              3              1.8235   5.516509e-04         0.2784
              4              1.8235   1.649401e-04         0.2990
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1314
         Final Residual: 		   1.649401e-04
         Total Reduction in Residual: 	   3.916812e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0326677
    setup: 0.0253625 s
    solve: 0.00730518 s
    solve(per iteration): 0.00146104 s
resid in solve_pyamgx: 1.65e-04
time solve_pyamgx: 3.71e-02
time k: 4.98e-02
modify_eps, ustar[-2,-2],[2,2] 0.6300304065911205 0.6251711145783005
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        66027            693907  0.000159         0.0181
           2(D)         6620            139552   0.00318        0.00337
           3(D)          136               434    0.0235       1.38e-05
         --------------------------------------------------------------
         Grid Complexity: 1.30769
         Operator Complexity: 1.51662
         Total Memory Usage: 0.0457606 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   6.990211e+02
              0             1.82349   1.647383e+00         0.0024
              1              1.8235   3.435409e-01         0.2085
              2              1.8235   7.847367e-02         0.2284
              3              1.8235   1.982546e-02         0.2526
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0730
         Final Residual: 		   1.982546e-02
         Total Reduction in Residual: 	   2.836175e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0310786
    setup: 0.0252679 s
    solve: 0.00581072 s
    solve(per iteration): 0.00145268 s
resid in solve_pyamgx: 1.98e-02
time solve_pyamgx: 3.55e-02
time eps: 4.25e-02

--time step: 123, iter:0, max residual:4.19e-07, u:1.04e-07, v:7.66e-08, w:6.27e-08, p:4.19e-07, k:1.01e-10, eps:9.45e-12, om:0.00e+00


monitor time step: 123, iter:0, u: 1.59e+01, v:-2.66e-01, w: 3.12e+00, p: 1.26e+01, k: 1.32e+00, eps: 1.92e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  0, umax: 3.38e+01, vismax: 8.23e+02, kmin: 2.03e-02, epsmin: 2.24e-01, ommin: 1.00e+00, fkmax: 4.56e+00

time one iteration: 2.02e-01
modify_u, ustar[-2,-2],[2,2] 0.6300304065911205 0.6251711145783005
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05          0.024
           1(D)        20572            218898  0.000517        0.00569
           2(D)         2014              9356   0.00231       0.000269
         --------------------------------------------------------------
         Grid Complexity: 1.09548
         Operator Complexity: 1.13878
         Total Memory Usage: 0.0299334 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   1.077273e-01
              0             1.82349   3.521352e-03         0.0327
              1              1.8235   3.780600e-04         0.1074
              2              1.8235   6.995153e-05         0.1850
              3              1.8235   1.793085e-05         0.2563
              4              1.8235   4.684562e-06         0.2613
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1342
         Final Residual: 		   4.684562e-06
         Total Reduction in Residual: 	   4.348536e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0232376
    setup: 0.0171576 s
    solve: 0.00608003 s
    solve(per iteration): 0.00121601 s
resid in solve_pyamgx: 4.68e-06
time solve_pyamgx: 2.76e-02
time u: 3.20e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   6.355738e-02
              0             1.82349   2.050901e-03         0.0323
              1              1.8235   2.374611e-04         0.1158
              2              1.8235   4.125215e-05         0.1737
              3              1.8235   1.060310e-05         0.2570
              4              1.8235   2.736053e-06         0.2580
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1339
         Final Residual: 		   2.736053e-06
         Total Reduction in Residual: 	   4.304854e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0231986
    setup: 0.0171576 s
    solve: 0.00604102 s
    solve(per iteration): 0.0012082 s
resid in solve_pyamgx: 2.74e-06
time solve_pyamgx: 6.45e-03
time v: 8.71e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   7.766603e-02
              0             1.82349   2.335064e-03         0.0301
              1              1.8235   2.360518e-04         0.1011
              2              1.8235   4.042535e-05         0.1713
              3              1.8235   9.970494e-06         0.2466
              4              1.8235   2.486597e-06         0.2494
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1262
         Final Residual: 		   2.486597e-06
         Total Reduction in Residual: 	   3.201653e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0232436
    setup: 0.0171576 s
    solve: 0.00608595 s
    solve(per iteration): 0.00121719 s
resid in solve_pyamgx: 2.49e-06
time solve_pyamgx: 6.57e-03
time w: 8.26e-03
area_out 3.2
flow_in 86.76586881112289 flow_out 86.76453545630729 area_out 3.2 flow_out_new 86.7658688111229 uinc: 0.00041667337987494335
xp.sum(su3d) -7.309486349527106e-12
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   1.134548e+00
              0             1.82349   6.829787e-01         0.6020
              1              1.8235   3.162351e-01         0.4630
              2              1.8235   1.528765e-01         0.4834
              3              1.8235   7.534266e-02         0.4928
              4              1.8235   3.840421e-02         0.5097
              5              1.8235   2.002163e-02         0.5213
              6              1.8235   1.064718e-02         0.5318
              7              1.8235   5.814123e-03         0.5461
              8              1.8235   3.191290e-03         0.5489
              9              1.8235   1.767699e-03         0.5539
             10              1.8235   1.204668e-03         0.6815
             11              1.8235   7.115181e-04         0.5906
             12              1.8235   3.900532e-04         0.5482
             13              1.8235   2.045485e-04         0.5244
             14              1.8235   1.072369e-04         0.5243
             15              1.8235   5.467028e-05         0.5098
         --------------------------------------------------------------
         Total Iterations: 16
         Avg Convergence Rate: 		         0.5373
         Final Residual: 		   5.467028e-05
         Total Reduction in Residual: 	   4.818684e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.180105
    setup: 0.138297 s
    solve: 0.0418084 s
    solve(per iteration): 0.00261302 s
resid in solve_px: 5.47e-05
time p: 4.95e-02
time Smag or Wale: 7.15e-07

comm_min_pans:  -1.08e+03, pk_max: 1.37e+03, u2prim_max: 3.81e+00, v2prim_max: 1.10e+00, w2prim_max: 2.11e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5237808723324293 1.0476211981459962 0.655148142339836
yplus, min,max,mean 27.227026672586632 54.457143838931664 34.05572232248523
uplus, min,max,mean 15.582509629025825 33.44041031260626 25.026150634325933
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        66082            695956  0.000159         0.0181
           2(D)         6747            145515    0.0032        0.00351
           3(D)          184               652    0.0193       2.01e-05
         --------------------------------------------------------------
         Grid Complexity: 1.30867
         Operator Complexity: 1.52171
         Total Memory Usage: 0.0459562 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.322657e+00
              0             1.82349   1.873548e-02         0.0056
              1              1.8235   1.276344e-03         0.0681
              2              1.8235   1.743596e-04         0.1366
              3              1.8235   5.312726e-05         0.3047
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0632
         Final Residual: 		   5.312726e-05
         Total Reduction in Residual: 	   1.598939e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0313392
    setup: 0.0254614 s
    solve: 0.00587776 s
    solve(per iteration): 0.00146944 s
resid in solve_pyamgx: 5.31e-05
time solve_pyamgx: 3.56e-02
time k: 4.86e-02
modify_eps, ustar[-2,-2],[2,2] 0.6300305668673255 0.624743043074975
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        66036            694196  0.000159         0.0181
           2(D)         6650            141298    0.0032        0.00341
           3(D)          142               466    0.0231       1.47e-05
         --------------------------------------------------------------
         Grid Complexity: 1.30788
         Operator Complexity: 1.5179
         Total Memory Usage: 0.0458091 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.576680e+02
              0             1.82349   1.893787e-01         0.0007
              1              1.8235   5.262895e-02         0.2779
              2              1.8235   1.392448e-02         0.2646
              3              1.8235   3.628146e-03         0.2606
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0613
         Final Residual: 		   3.628146e-03
         Total Reduction in Residual: 	   1.408070e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0310777
    setup: 0.0252227 s
    solve: 0.00585501 s
    solve(per iteration): 0.00146375 s
resid in solve_pyamgx: 3.63e-03
time solve_pyamgx: 3.55e-02
time eps: 4.25e-02

--time step: 123, iter:1, max residual:2.17e-07, u:3.66e-09, v:2.14e-09, w:1.94e-09, p:2.17e-07, k:3.24e-11, eps:1.73e-12, om:0.00e+00


monitor time step: 123, iter:1, u: 1.59e+01, v:-2.68e-01, w: 3.13e+00, p: 1.27e+01, k: 1.32e+00, eps: 1.93e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  1, umax: 3.38e+01, vismax: 8.01e+02, kmin: 2.03e-02, epsmin: 2.24e-01, ommin: 1.00e+00, fkmax: 4.95e+00

time one iteration: 1.98e-01
vismean_mean 1.2903225806451611e-18
modify_u, ustar[-2,-2],[2,2] 0.6300305668673255 0.624743043074975
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05          0.024
           1(D)        20555            218537  0.000517        0.00568
           2(D)         1969              9099   0.00235       0.000262
         --------------------------------------------------------------
         Grid Complexity: 1.09522
         Operator Complexity: 1.1384
         Total Memory Usage: 0.0299167 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.160135e+00
              0             1.82349   1.530113e-01         0.0297
              1              1.8235   1.372865e-02         0.0897
              2              1.8235   2.457854e-03         0.1790
              3              1.8235   5.717122e-04         0.2326
              4              1.8235   1.353654e-04         0.2368
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1213
         Final Residual: 		   1.353654e-04
         Total Reduction in Residual: 	   2.623293e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0230834
    setup: 0.0170049 s
    solve: 0.00607846 s
    solve(per iteration): 0.00121569 s
resid in solve_pyamgx: 1.35e-04
time solve_pyamgx: 2.74e-02
time u: 3.35e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.331381e+00
              0             1.82349   8.813784e-02         0.0265
              1              1.8235   3.521539e-03         0.0400
              2              1.8235   5.380552e-04         0.1528
              3              1.8235   9.728973e-05         0.1808
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0735
         Final Residual: 		   9.728973e-05
         Total Reduction in Residual: 	   2.920403e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0218881
    setup: 0.0170049 s
    solve: 0.00488323 s
    solve(per iteration): 0.00122081 s
resid in solve_pyamgx: 9.73e-05
time solve_pyamgx: 5.32e-03
time v: 7.77e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   4.227208e+00
              0             1.82349   1.035948e-01         0.0245
              1              1.8235   7.701570e-03         0.0743
              2              1.8235   1.397392e-03         0.1814
              3              1.8235   3.269425e-04         0.2340
              4              1.8235   7.990150e-05         0.2444
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1136
         Final Residual: 		   7.990150e-05
         Total Reduction in Residual: 	   1.890172e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0230719
    setup: 0.0170049 s
    solve: 0.00606704 s
    solve(per iteration): 0.00121341 s
resid in solve_pyamgx: 7.99e-05
time solve_pyamgx: 6.49e-03
time w: 8.10e-03
area_out 3.2
flow_in 86.76586881112291 flow_out 86.76453550441825 area_out 3.2 flow_out_new 86.7658688111229 uinc: 0.0004166583452080985
xp.sum(su3d) -2.3015367389689345e-11
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.966050e+00
              0             1.82349   1.798146e+00         0.4534
              1              1.8235   8.651585e-01         0.4811
              2              1.8235   4.318286e-01         0.4991
              3              1.8235   2.294306e-01         0.5313
              4              1.8235   1.246576e-01         0.5433
              5              1.8235   6.678049e-02         0.5357
              6              1.8235   3.657709e-02         0.5477
              7              1.8235   2.075825e-02         0.5675
              8              1.8235   1.165899e-02         0.5617
              9              1.8235   6.522468e-03         0.5594
             10              1.8235   4.470264e-03         0.6854
             11              1.8235   2.690497e-03         0.6019
             12              1.8235   1.516164e-03         0.5635
             13              1.8235   8.267170e-04         0.5453
             14              1.8235   4.514500e-04         0.5461
             15              1.8235   2.422167e-04         0.5365
             16              1.8235   1.284669e-04         0.5304
         --------------------------------------------------------------
         Total Iterations: 17
         Avg Convergence Rate: 		         0.5444
         Final Residual: 		   1.284669e-04
         Total Reduction in Residual: 	   3.239164e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.182786
    setup: 0.138297 s
    solve: 0.044489 s
    solve(per iteration): 0.002617 s
resid in solve_px: 1.28e-04
time p: 5.24e-02
time Smag or Wale: 9.54e-07

comm_min_pans:  -1.08e+03, pk_max: 1.37e+03, u2prim_max: 3.81e+00, v2prim_max: 1.10e+00, w2prim_max: 2.11e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5238668384238612 1.0481760995143308 0.6552245471459214
yplus, min,max,mean 27.231495337228644 54.485988562277555 34.05969397514207
uplus, min,max,mean 15.653787831668723 34.089833941827266 25.035963950439992
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        66110            694728  0.000159         0.0181
           2(D)         6837            146655   0.00314        0.00354
           3(D)          156               480    0.0197       1.54e-05
         --------------------------------------------------------------
         Grid Complexity: 1.30905
         Operator Complexity: 1.52155
         Total Memory Usage: 0.0459553 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.075843e+00
              0             1.82349   4.403119e-02         0.0143
              1              1.8235   7.858944e-03         0.1785
              2              1.8235   1.889718e-03         0.2405
              3              1.8235   5.039707e-04         0.2667
              4              1.8235   1.434315e-04         0.2846
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1361
         Final Residual: 		   1.434315e-04
         Total Reduction in Residual: 	   4.663162e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0326261
    setup: 0.0253108 s
    solve: 0.00731523 s
    solve(per iteration): 0.00146305 s
resid in solve_pyamgx: 1.43e-04
time solve_pyamgx: 3.71e-02
time k: 4.97e-02
modify_eps, ustar[-2,-2],[2,2] 0.630030834814249 0.6235075733146841
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        66038            694930  0.000159         0.0181
           2(D)         6697            144057   0.00321        0.00347
           3(D)          117               347    0.0253       1.13e-05
         --------------------------------------------------------------
         Grid Complexity: 1.30798
         Operator Complexity: 1.51999
         Total Memory Usage: 0.0458859 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   4.247477e+02
              0             1.82349   1.635570e+00         0.0039
              1              1.8235   3.392106e-01         0.2074
              2              1.8235   7.707237e-02         0.2272
              3              1.8235   1.964870e-02         0.2549
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0825
         Final Residual: 		   1.964870e-02
         Total Reduction in Residual: 	   4.625969e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0311312
    setup: 0.0253214 s
    solve: 0.00580979 s
    solve(per iteration): 0.00145245 s
resid in solve_pyamgx: 1.96e-02
time solve_pyamgx: 3.55e-02
time eps: 4.25e-02

--time step: 124, iter:0, max residual:4.17e-07, u:1.06e-07, v:7.60e-08, w:6.24e-08, p:4.17e-07, k:8.75e-11, eps:9.37e-12, om:0.00e+00


monitor time step: 124, iter:0, u: 1.61e+01, v:-2.65e-01, w: 3.20e+00, p: 1.21e+01, k: 1.33e+00, eps: 1.93e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  0, umax: 3.41e+01, vismax: 8.05e+02, kmin: 2.01e-02, epsmin: 2.21e-01, ommin: 1.00e+00, fkmax: 4.50e+00

time one iteration: 2.02e-01
modify_u, ustar[-2,-2],[2,2] 0.630030834814249 0.6235075733146841
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05          0.024
           1(D)        20532            218444  0.000518        0.00568
           2(D)         1953              9079   0.00238       0.000261
         --------------------------------------------------------------
         Grid Complexity: 1.09506
         Operator Complexity: 1.13833
         Total Memory Usage: 0.0299122 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   1.082426e-01
              0             1.82349   3.546826e-03         0.0328
              1              1.8235   3.853718e-04         0.1087
              2              1.8235   6.915849e-05         0.1795
              3              1.8235   1.779288e-05         0.2573
              4              1.8235   4.979225e-06         0.2798
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1357
         Final Residual: 		   4.979225e-06
         Total Reduction in Residual: 	   4.600061e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0232621
    setup: 0.0171069 s
    solve: 0.0061551 s
    solve(per iteration): 0.00123102 s
resid in solve_pyamgx: 4.98e-06
time solve_pyamgx: 2.76e-02
time u: 3.20e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   6.405290e-02
              0             1.82349   2.060561e-03         0.0322
              1              1.8235   2.362305e-04         0.1146
              2              1.8235   4.216305e-05         0.1785
              3              1.8235   1.159148e-05         0.2749
              4              1.8235   3.328169e-06         0.2871
              5              1.8235   1.019496e-06         0.3063
         --------------------------------------------------------------
         Total Iterations: 6
         Avg Convergence Rate: 		         0.1586
         Final Residual: 		   1.019496e-06
         Total Reduction in Residual: 	   1.591646e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0243906
    setup: 0.0171069 s
    solve: 0.00728368 s
    solve(per iteration): 0.00121395 s
resid in solve_pyamgx: 1.02e-06
time solve_pyamgx: 7.71e-03
time v: 9.92e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   7.688635e-02
              0             1.82349   2.333338e-03         0.0303
              1              1.8235   2.402568e-04         0.1030
              2              1.8235   4.155772e-05         0.1730
              3              1.8235   1.016831e-05         0.2447
              4              1.8235   2.654042e-06         0.2610
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1281
         Final Residual: 		   2.654042e-06
         Total Reduction in Residual: 	   3.451903e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0231975
    setup: 0.0171069 s
    solve: 0.00609056 s
    solve(per iteration): 0.00121811 s
resid in solve_pyamgx: 2.65e-06
time solve_pyamgx: 6.57e-03
time w: 8.22e-03
area_out 3.2
flow_in 86.76586881112291 flow_out 86.76453546539615 area_out 3.2 flow_out_new 86.76586881112293 uinc: 0.0004166705396135839
xp.sum(su3d) -2.9373614651717617e-11
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   1.143316e+00
              0             1.82349   6.869893e-01         0.6009
              1              1.8235   3.182453e-01         0.4632
              2              1.8235   1.541810e-01         0.4845
              3              1.8235   7.577826e-02         0.4915
              4              1.8235   3.861437e-02         0.5096
              5              1.8235   2.012499e-02         0.5212
              6              1.8235   1.070858e-02         0.5321
              7              1.8235   5.849421e-03         0.5462
              8              1.8235   3.204347e-03         0.5478
              9              1.8235   1.764600e-03         0.5507
             10              1.8235   1.199173e-03         0.6796
             11              1.8235   7.076948e-04         0.5902
             12              1.8235   3.891148e-04         0.5498
             13              1.8235   2.045658e-04         0.5257
             14              1.8235   1.073757e-04         0.5249
             15              1.8235   5.485174e-05         0.5108
         --------------------------------------------------------------
         Total Iterations: 16
         Avg Convergence Rate: 		         0.5371
         Final Residual: 		   5.485174e-05
         Total Reduction in Residual: 	   4.797600e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.180276
    setup: 0.138297 s
    solve: 0.0419794 s
    solve(per iteration): 0.00262371 s
resid in solve_px: 5.49e-05
time p: 4.94e-02
time Smag or Wale: 9.54e-07

comm_min_pans:  -1.09e+03, pk_max: 1.37e+03, u2prim_max: 3.81e+00, v2prim_max: 1.10e+00, w2prim_max: 2.11e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5259984544567442 1.0494652481596434 0.6553422706786839
yplus, min,max,mean 27.34230038882317 54.55300071641475 34.06581344596628
uplus, min,max,mean 15.641691878078706 34.13956524418931 25.031464547837498
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        65931            694123   0.00016         0.0181
           2(D)         6786            147324    0.0032        0.00355
           3(D)          169               569    0.0199       1.78e-05
         --------------------------------------------------------------
         Grid Complexity: 1.30813
         Operator Complexity: 1.52165
         Total Memory Usage: 0.0459473 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.299877e+00
              0             1.82349   1.968714e-02         0.0060
              1              1.8235   1.451097e-03         0.0737
              2              1.8235   1.835427e-04         0.1265
              3              1.8235   5.729327e-05         0.3122
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0646
         Final Residual: 		   5.729327e-05
         Total Reduction in Residual: 	   1.736225e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0314446
    setup: 0.0256058 s
    solve: 0.00583878 s
    solve(per iteration): 0.0014597 s
resid in solve_pyamgx: 5.73e-05
time solve_pyamgx: 3.58e-02
time k: 4.89e-02
modify_eps, ustar[-2,-2],[2,2] 0.6300308816949134 0.6230411834639042
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        66039            694911  0.000159         0.0181
           2(D)         6655            140255   0.00317        0.00338
           3(D)          131               397    0.0231       1.28e-05
         --------------------------------------------------------------
         Grid Complexity: 1.30787
         Operator Complexity: 1.51765
         Total Memory Usage: 0.0458001 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.393310e+02
              0             1.82349   1.736491e-01         0.0007
              1              1.8235   4.384297e-02         0.2525
              2              1.8235   1.124986e-02         0.2566
         --------------------------------------------------------------
         Total Iterations: 3
         Avg Convergence Rate: 		         0.0361
         Final Residual: 		   1.124986e-02
         Total Reduction in Residual: 	   4.700542e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0297583
    setup: 0.0253212 s
    solve: 0.00443709 s
    solve(per iteration): 0.00147903 s
resid in solve_pyamgx: 1.12e-02
time solve_pyamgx: 3.41e-02
time eps: 4.12e-02

--time step: 124, iter:1, max residual:2.18e-07, u:3.89e-09, v:7.96e-10, w:2.07e-09, p:2.18e-07, k:3.50e-11, eps:5.36e-12, om:0.00e+00


monitor time step: 124, iter:1, u: 1.61e+01, v:-2.67e-01, w: 3.21e+00, p: 1.22e+01, k: 1.33e+00, eps: 1.93e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  1, umax: 3.41e+01, vismax: 7.78e+02, kmin: 2.01e-02, epsmin: 2.21e-01, ommin: 1.00e+00, fkmax: 4.97e+00

time one iteration: 1.98e-01
vismean_mean 1.28e-18
modify_u, ustar[-2,-2],[2,2] 0.6300308816949134 0.6230411834639042
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05          0.024
           1(D)        20585            219365  0.000518         0.0057
           2(D)         1986              9072    0.0023       0.000262
         --------------------------------------------------------------
         Grid Complexity: 1.09542
         Operator Complexity: 1.13889
         Total Memory Usage: 0.0299369 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.191867e+00
              0             1.82349   1.541326e-01         0.0297
              1              1.8235   1.386294e-02         0.0899
              2              1.8235   2.490907e-03         0.1797
              3              1.8235   5.613929e-04         0.2254
              4              1.8235   1.336330e-04         0.2380
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1208
         Final Residual: 		   1.336330e-04
         Total Reduction in Residual: 	   2.573891e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0230735
    setup: 0.0169868 s
    solve: 0.00608666 s
    solve(per iteration): 0.00121733 s
resid in solve_pyamgx: 1.34e-04
time solve_pyamgx: 2.75e-02
time u: 3.36e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.349844e+00
              0             1.82349   8.878203e-02         0.0265
              1              1.8235   3.584450e-03         0.0404
              2              1.8235   5.422195e-04         0.1513
              3              1.8235   9.571843e-05         0.1765
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0731
         Final Residual: 		   9.571843e-05
         Total Reduction in Residual: 	   2.857400e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0218631
    setup: 0.0169868 s
    solve: 0.00487629 s
    solve(per iteration): 0.00121907 s
resid in solve_pyamgx: 9.57e-05
time solve_pyamgx: 5.30e-03
time v: 7.64e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   4.243761e+00
              0             1.82349   1.043391e-01         0.0246
              1              1.8235   7.809116e-03         0.0748
              2              1.8235   1.418177e-03         0.1816
              3              1.8235   3.312958e-04         0.2336
              4              1.8235   7.950127e-05         0.2400
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1134
         Final Residual: 		   7.950127e-05
         Total Reduction in Residual: 	   1.873368e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0230393
    setup: 0.0169868 s
    solve: 0.00605242 s
    solve(per iteration): 0.00121048 s
resid in solve_pyamgx: 7.95e-05
time solve_pyamgx: 6.53e-03
time w: 8.24e-03
area_out 3.2
flow_in 86.76586881112289 flow_out 86.76453551132876 area_out 3.2 flow_out_new 86.76586881112289 uinc: 0.0004166561856644435
xp.sum(su3d) 6.927125539846202e-12
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.985193e+00
              0             1.82349   1.799131e+00         0.4515
              1              1.8235   8.626183e-01         0.4795
              2              1.8235   4.299559e-01         0.4984
              3              1.8235   2.273798e-01         0.5288
              4              1.8235   1.234729e-01         0.5430
              5              1.8235   6.601462e-02         0.5346
              6              1.8235   3.608959e-02         0.5467
              7              1.8235   2.045079e-02         0.5667
              8              1.8235   1.147467e-02         0.5611
              9              1.8235   6.415079e-03         0.5591
             10              1.8235   4.404792e-03         0.6866
             11              1.8235   2.654315e-03         0.6026
             12              1.8235   1.495256e-03         0.5633
             13              1.8235   8.152546e-04         0.5452
             14              1.8235   4.440048e-04         0.5446
             15              1.8235   2.376145e-04         0.5352
             16              1.8235   1.257232e-04         0.5291
         --------------------------------------------------------------
         Total Iterations: 17
         Avg Convergence Rate: 		         0.5435
         Final Residual: 		   1.257232e-04
         Total Reduction in Residual: 	   3.154759e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.182786
    setup: 0.138297 s
    solve: 0.0444887 s
    solve(per iteration): 0.00261698 s
resid in solve_px: 1.26e-04
time p: 5.24e-02
time Smag or Wale: 7.15e-07

comm_min_pans:  -1.08e+03, pk_max: 1.37e+03, u2prim_max: 3.80e+00, v2prim_max: 1.10e+00, w2prim_max: 2.11e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5261894042442544 1.0498247262427274 0.6553423566690585
yplus, min,max,mean 27.35222628576269 54.57168700274811 34.0658179158932
uplus, min,max,mean 15.571250022540182 34.373213686473186 25.044211256985193
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        65945            694451   0.00016         0.0181
           2(D)         6673            145275   0.00326         0.0035
           3(D)          172               610    0.0206       1.88e-05
         --------------------------------------------------------------
         Grid Complexity: 1.30772
         Operator Complexity: 1.52061
         Total Memory Usage: 0.0459047 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.297461e+00
              0             1.82349   4.365578e-02         0.0132
              1              1.8235   7.899859e-03         0.1810
              2              1.8235   1.910014e-03         0.2418
              3              1.8235   5.078126e-04         0.2659
              4              1.8235   1.420335e-04         0.2797
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1339
         Final Residual: 		   1.420335e-04
         Total Reduction in Residual: 	   4.307361e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0327447
    setup: 0.0254499 s
    solve: 0.00729488 s
    solve(per iteration): 0.00145898 s
resid in solve_pyamgx: 1.42e-04
time solve_pyamgx: 3.71e-02
time k: 5.00e-02
modify_eps, ustar[-2,-2],[2,2] 0.6300308866310519 0.6216477487570019
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        66092            694994  0.000159         0.0181
           2(D)         6683            141643   0.00317        0.00342
           3(D)          143               521    0.0255       1.59e-05
         --------------------------------------------------------------
         Grid Complexity: 1.30826
         Operator Complexity: 1.51864
         Total Memory Usage: 0.0458405 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   4.805793e+02
              0             1.82349   1.635463e+00         0.0034
              1              1.8235   3.376890e-01         0.2065
              2              1.8235   7.804507e-02         0.2311
              3              1.8235   2.006568e-02         0.2571
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0804
         Final Residual: 		   2.006568e-02
         Total Reduction in Residual: 	   4.175311e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0310827
    setup: 0.0251863 s
    solve: 0.00589642 s
    solve(per iteration): 0.0014741 s
resid in solve_pyamgx: 2.01e-02
time solve_pyamgx: 3.57e-02
time eps: 4.27e-02

--time step: 125, iter:0, max residual:4.11e-07, u:1.04e-07, v:7.48e-08, w:6.21e-08, p:4.11e-07, k:8.67e-11, eps:9.57e-12, om:0.00e+00


monitor time step: 125, iter:0, u: 1.62e+01, v:-2.62e-01, w: 3.26e+00, p: 1.16e+01, k: 1.33e+00, eps: 1.93e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  0, umax: 3.40e+01, vismax: 7.69e+02, kmin: 1.99e-02, epsmin: 2.18e-01, ommin: 1.00e+00, fkmax: 4.51e+00

time one iteration: 2.03e-01
modify_u, ustar[-2,-2],[2,2] 0.6300308866310519 0.6216477487570019
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05          0.024
           1(D)        20540            218286  0.000517        0.00567
           2(D)         1942              8894   0.00236       0.000257
         --------------------------------------------------------------
         Grid Complexity: 1.09504
         Operator Complexity: 1.13813
         Total Memory Usage: 0.0299045 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   1.090705e-01
              0             1.82349   3.576645e-03         0.0328
              1              1.8235   3.854268e-04         0.1078
              2              1.8235   7.005718e-05         0.1818
              3              1.8235   1.836732e-05         0.2622
              4              1.8235   5.037706e-06         0.2743
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1358
         Final Residual: 		   5.037706e-06
         Total Reduction in Residual: 	   4.618761e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0231877
    setup: 0.0171302 s
    solve: 0.00605747 s
    solve(per iteration): 0.00121149 s
resid in solve_pyamgx: 5.04e-06
time solve_pyamgx: 2.76e-02
time u: 3.21e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   6.409690e-02
              0             1.82349   2.062527e-03         0.0322
              1              1.8235   2.333077e-04         0.1131
              2              1.8235   4.077990e-05         0.1748
              3              1.8235   1.116980e-05         0.2739
              4              1.8235   3.200734e-06         0.2866
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1379
         Final Residual: 		   3.200734e-06
         Total Reduction in Residual: 	   4.993587e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0232072
    setup: 0.0171302 s
    solve: 0.00607693 s
    solve(per iteration): 0.00121539 s
resid in solve_pyamgx: 3.20e-06
time solve_pyamgx: 6.54e-03
time v: 8.75e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   7.657280e-02
              0             1.82349   2.341098e-03         0.0306
              1              1.8235   2.414926e-04         0.1032
              2              1.8235   4.078439e-05         0.1689
              3              1.8235   1.006100e-05         0.2467
              4              1.8235   2.504202e-06         0.2489
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1267
         Final Residual: 		   2.504202e-06
         Total Reduction in Residual: 	   3.270355e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0232067
    setup: 0.0171302 s
    solve: 0.00607642 s
    solve(per iteration): 0.00121528 s
resid in solve_pyamgx: 2.50e-06
time solve_pyamgx: 6.50e-03
time w: 8.14e-03
area_out 3.2
flow_in 86.76586881112289 flow_out 86.76453547507703 area_out 3.2 flow_out_new 86.7658688111229 uinc: 0.000416667514331337
xp.sum(su3d) -1.0970779840135947e-11
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   1.156511e+00
              0             1.82349   6.920955e-01         0.5984
              1              1.8235   3.202535e-01         0.4627
              2              1.8235   1.550455e-01         0.4841
              3              1.8235   7.616051e-02         0.4912
              4              1.8235   3.875887e-02         0.5089
              5              1.8235   2.017321e-02         0.5205
              6              1.8235   1.073624e-02         0.5322
              7              1.8235   5.867005e-03         0.5465
              8              1.8235   3.214416e-03         0.5479
              9              1.8235   1.763604e-03         0.5487
             10              1.8235   1.197500e-03         0.6790
             11              1.8235   7.072855e-04         0.5906
             12              1.8235   3.900560e-04         0.5515
             13              1.8235   2.061623e-04         0.5285
             14              1.8235   1.082253e-04         0.5250
             15              1.8235   5.535995e-05         0.5115
         --------------------------------------------------------------
         Total Iterations: 16
         Avg Convergence Rate: 		         0.5370
         Final Residual: 		   5.535995e-05
         Total Reduction in Residual: 	   4.786806e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.18026
    setup: 0.138297 s
    solve: 0.0419635 s
    solve(per iteration): 0.00262272 s
resid in solve_px: 5.54e-05
time p: 4.99e-02
time Smag or Wale: 4.77e-07

comm_min_pans:  -1.07e+03, pk_max: 1.37e+03, u2prim_max: 3.80e+00, v2prim_max: 1.10e+00, w2prim_max: 2.11e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5280906081756828 1.0566576141039246 0.6555541510934172
yplus, min,max,mean 27.45105412176311 54.92687221449356 34.07682735275072
uplus, min,max,mean 15.562206797963956 34.40651867691904 25.03625872319404
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        66038            694802  0.000159         0.0181
           2(D)         6826            148336   0.00318        0.00357
           3(D)          150               544    0.0242       1.66e-05
         --------------------------------------------------------------
         Grid Complexity: 1.30867
         Operator Complexity: 1.52268
         Total Memory Usage: 0.0459913 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.719296e+00
              0             1.82349   2.032714e-02         0.0055
              1              1.8235   1.341802e-03         0.0660
              2              1.8235   1.789879e-04         0.1334
         --------------------------------------------------------------
         Total Iterations: 3
         Avg Convergence Rate: 		         0.0364
         Final Residual: 		   1.789879e-04
         Total Reduction in Residual: 	   4.812413e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0298266
    setup: 0.0254013 s
    solve: 0.00442528 s
    solve(per iteration): 0.00147509 s
resid in solve_pyamgx: 1.79e-04
time solve_pyamgx: 3.42e-02
time k: 4.68e-02
modify_eps, ustar[-2,-2],[2,2] 0.6300308220143827 0.6211666193088626
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        66155            696451  0.000159         0.0181
           2(D)         6682            141500   0.00317        0.00341
           3(D)          124               378    0.0246       1.22e-05
         --------------------------------------------------------------
         Grid Complexity: 1.30845
         Operator Complexity: 1.51936
         Total Memory Usage: 0.0458691 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.947182e+02
              0             1.82349   1.992812e-01         0.0005
              1              1.8235   4.768624e-02         0.2393
              2              1.8235   1.197783e-02         0.2512
         --------------------------------------------------------------
         Total Iterations: 3
         Avg Convergence Rate: 		         0.0312
         Final Residual: 		   1.197783e-02
         Total Reduction in Residual: 	   3.034528e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0297592
    setup: 0.0253238 s
    solve: 0.00443542 s
    solve(per iteration): 0.00147847 s
resid in solve_pyamgx: 1.20e-02
time solve_pyamgx: 3.41e-02
time eps: 4.11e-02

--time step: 125, iter:1, max residual:2.20e-07, u:3.94e-09, v:2.50e-09, w:1.96e-09, p:2.20e-07, k:1.09e-10, eps:5.71e-12, om:0.00e+00


monitor time step: 125, iter:1, u: 1.62e+01, v:-2.65e-01, w: 3.27e+00, p: 1.16e+01, k: 1.33e+00, eps: 1.93e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  1, umax: 3.40e+01, vismax: 7.26e+02, kmin: 1.99e-02, epsmin: 2.18e-01, ommin: 1.00e+00, fkmax: 4.90e+00

time one iteration: 1.95e-01
vismean_mean 1.2698412698412697e-18
modify_u, ustar[-2,-2],[2,2] 0.6300308220143827 0.6211666193088626
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05          0.024
           1(D)        20556            218940  0.000518        0.00569
           2(D)         1941              9099   0.00242       0.000261
         --------------------------------------------------------------
         Grid Complexity: 1.09511
         Operator Complexity: 1.13865
         Total Memory Usage: 0.0299245 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.223773e+00
              0             1.82349   1.552554e-01         0.0297
              1              1.8235   1.377788e-02         0.0887
              2              1.8235   2.490657e-03         0.1808
              3              1.8235   5.889772e-04         0.2365
              4              1.8235   1.385624e-04         0.2353
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1215
         Final Residual: 		   1.385624e-04
         Total Reduction in Residual: 	   2.652536e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0231382
    setup: 0.0170508 s
    solve: 0.00608739 s
    solve(per iteration): 0.00121748 s
resid in solve_pyamgx: 1.39e-04
time solve_pyamgx: 2.76e-02
time u: 3.38e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.368344e+00
              0             1.82349   8.936451e-02         0.0265
              1              1.8235   3.570031e-03         0.0399
              2              1.8235   5.432074e-04         0.1522
              3              1.8235   1.014143e-04         0.1867
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0741
         Final Residual: 		   1.014143e-04
         Total Reduction in Residual: 	   3.010806e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0219169
    setup: 0.0170508 s
    solve: 0.00486605 s
    solve(per iteration): 0.00121651 s
resid in solve_pyamgx: 1.01e-04
time solve_pyamgx: 5.32e-03
time v: 7.59e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   4.261189e+00
              0             1.82349   1.049994e-01         0.0246
              1              1.8235   7.849010e-03         0.0748
              2              1.8235   1.436263e-03         0.1830
              3              1.8235   3.400700e-04         0.2368
              4              1.8235   8.237951e-05         0.2422
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1141
         Final Residual: 		   8.237951e-05
         Total Reduction in Residual: 	   1.933252e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0231088
    setup: 0.0170508 s
    solve: 0.00605798 s
    solve(per iteration): 0.0012116 s
resid in solve_pyamgx: 8.24e-05
time solve_pyamgx: 6.63e-03
time w: 8.30e-03
area_out 3.2
flow_in 86.76586881112287 flow_out 86.76453552505203 area_out 3.2 flow_out_new 86.76586881112287 uinc: 0.0004166518971393529
xp.sum(su3d) 1.2648548874949483e-11
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   4.008119e+00
              0             1.82349   1.801855e+00         0.4496
              1              1.8235   8.592554e-01         0.4769
              2              1.8235   4.266755e-01         0.4966
              3              1.8235   2.248151e-01         0.5269
              4              1.8235   1.219584e-01         0.5425
              5              1.8235   6.502413e-02         0.5332
              6              1.8235   3.545454e-02         0.5453
              7              1.8235   2.005806e-02         0.5657
              8              1.8235   1.125673e-02         0.5612
              9              1.8235   6.291233e-03         0.5589
             10              1.8235   4.327435e-03         0.6879
             11              1.8235   2.609579e-03         0.6030
             12              1.8235   1.469937e-03         0.5633
             13              1.8235   8.022898e-04         0.5458
             14              1.8235   4.358100e-04         0.5432
             15              1.8235   2.324453e-04         0.5334
             16              1.8235   1.224413e-04         0.5268
         --------------------------------------------------------------
         Total Iterations: 17
         Avg Convergence Rate: 		         0.5425
         Final Residual: 		   1.224413e-04
         Total Reduction in Residual: 	   3.054833e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.182828
    setup: 0.138297 s
    solve: 0.0445313 s
    solve(per iteration): 0.00261949 s
resid in solve_px: 1.22e-04
time p: 5.25e-02
time Smag or Wale: 4.77e-07

comm_min_pans:  -1.08e+03, pk_max: 1.38e+03, u2prim_max: 3.80e+00, v2prim_max: 1.09e+00, w2prim_max: 2.11e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5281459548845655 1.0584247079676612 0.6556225551418026
yplus, min,max,mean 27.453931138467215 55.01872877952365 34.08038311232171
uplus, min,max,mean 15.503899350708902 32.52732080741181 25.04672640467022
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        66042            694828  0.000159         0.0181
           2(D)         6765            145549   0.00318        0.00351
           3(D)          154               440    0.0186       1.44e-05
         --------------------------------------------------------------
         Grid Complexity: 1.30845
         Operator Complexity: 1.52091
         Total Memory Usage: 0.0459245 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   4.138718e+00
              0             1.82349   4.364218e-02         0.0105
              1              1.8235   7.898736e-03         0.1810
              2              1.8235   1.913615e-03         0.2423
              3              1.8235   5.077577e-04         0.2653
              4              1.8235   1.442797e-04         0.2842
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1284
         Final Residual: 		   1.442797e-04
         Total Reduction in Residual: 	   3.486097e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0326928
    setup: 0.02543 s
    solve: 0.00726282 s
    solve(per iteration): 0.00145256 s
resid in solve_pyamgx: 1.44e-04
time solve_pyamgx: 3.71e-02
time k: 5.01e-02
modify_eps, ustar[-2,-2],[2,2] 0.6300305683782255 0.6196429691827204
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        66063            694939  0.000159         0.0181
           2(D)         6674            141968   0.00319        0.00342
           3(D)          157               489    0.0198       1.56e-05
         --------------------------------------------------------------
         Grid Complexity: 1.30816
         Operator Complexity: 1.51879
         Total Memory Usage: 0.0458445 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   6.805238e+02
              0             1.82349   1.663370e+00         0.0024
              1              1.8235   3.428906e-01         0.2061
              2              1.8235   7.606488e-02         0.2218
              3              1.8235   1.941651e-02         0.2553
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0731
         Final Residual: 		   1.941651e-02
         Total Reduction in Residual: 	   2.853172e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.03117
    setup: 0.0253435 s
    solve: 0.00582656 s
    solve(per iteration): 0.00145664 s
resid in solve_pyamgx: 1.94e-02
time solve_pyamgx: 3.56e-02
time eps: 4.26e-02

--time step: 126, iter:0, max residual:4.05e-07, u:1.08e-07, v:7.92e-08, w:6.44e-08, p:4.05e-07, k:8.81e-11, eps:9.26e-12, om:0.00e+00


monitor time step: 126, iter:0, u: 1.63e+01, v:-2.58e-01, w: 3.30e+00, p: 1.10e+01, k: 1.33e+00, eps: 1.93e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  0, umax: 3.40e+01, vismax: 7.34e+02, kmin: 1.97e-02, epsmin: 2.15e-01, ommin: 1.00e+00, fkmax: 4.52e+00

time one iteration: 2.03e-01
modify_u, ustar[-2,-2],[2,2] 0.6300305683782255 0.6196429691827204
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05          0.024
           1(D)        20520            218348  0.000519        0.00567
           2(D)         1940              8846   0.00235       0.000256
         --------------------------------------------------------------
         Grid Complexity: 1.09495
         Operator Complexity: 1.13813
         Total Memory Usage: 0.0299037 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   1.089232e-01
              0             1.82349   3.576291e-03         0.0328
              1              1.8235   3.850347e-04         0.1077
              2              1.8235   7.090163e-05         0.1841
              3              1.8235   1.804344e-05         0.2545
              4              1.8235   4.883830e-06         0.2707
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1350
         Final Residual: 		   4.883830e-06
         Total Reduction in Residual: 	   4.483736e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.022954
    setup: 0.0168817 s
    solve: 0.00607232 s
    solve(per iteration): 0.00121446 s
resid in solve_pyamgx: 4.88e-06
time solve_pyamgx: 2.73e-02
time u: 3.18e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   6.423842e-02
              0             1.82349   2.065777e-03         0.0322
              1              1.8235   2.321220e-04         0.1124
              2              1.8235   4.233956e-05         0.1824
              3              1.8235   1.263411e-05         0.2984
              4              1.8235   3.849679e-06         0.3047
              5              1.8235   1.155394e-06         0.3001
         --------------------------------------------------------------
         Total Iterations: 6
         Avg Convergence Rate: 		         0.1619
         Final Residual: 		   1.155394e-06
         Total Reduction in Residual: 	   1.798604e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0242013
    setup: 0.0168817 s
    solve: 0.00731955 s
    solve(per iteration): 0.00121993 s
resid in solve_pyamgx: 1.16e-06
time solve_pyamgx: 7.80e-03
time v: 1.01e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   7.615352e-02
              0             1.82349   2.349388e-03         0.0309
              1              1.8235   2.439044e-04         0.1038
              2              1.8235   4.151288e-05         0.1702
              3              1.8235   1.022911e-05         0.2464
              4              1.8235   2.543351e-06         0.2486
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1273
         Final Residual: 		   2.543351e-06
         Total Reduction in Residual: 	   3.339768e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0229356
    setup: 0.0168817 s
    solve: 0.00605389 s
    solve(per iteration): 0.00121078 s
resid in solve_pyamgx: 2.54e-06
time solve_pyamgx: 6.50e-03
time w: 8.15e-03
area_out 3.2
flow_in 86.76586881112287 flow_out 86.76453548738051 area_out 3.2 flow_out_new 86.76586881112287 uinc: 0.00041666366948689415
xp.sum(su3d) -2.991606962154947e-12
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   1.159504e+00
              0             1.82349   6.948215e-01         0.5992
              1              1.8235   3.209553e-01         0.4619
              2              1.8235   1.552990e-01         0.4839
              3              1.8235   7.643766e-02         0.4922
              4              1.8235   3.881960e-02         0.5079
              5              1.8235   2.017831e-02         0.5198
              6              1.8235   1.073340e-02         0.5319
              7              1.8235   5.857602e-03         0.5457
              8              1.8235   3.205196e-03         0.5472
              9              1.8235   1.754789e-03         0.5475
             10              1.8235   1.190451e-03         0.6784
             11              1.8235   7.028567e-04         0.5904
             12              1.8235   3.885756e-04         0.5529
             13              1.8235   2.064111e-04         0.5312
             14              1.8235   1.083977e-04         0.5252
             15              1.8235   5.545599e-05         0.5116
         --------------------------------------------------------------
         Total Iterations: 16
         Avg Convergence Rate: 		         0.5370
         Final Residual: 		   5.545599e-05
         Total Reduction in Residual: 	   4.782733e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.18008
    setup: 0.138297 s
    solve: 0.0417826 s
    solve(per iteration): 0.00261141 s
resid in solve_px: 5.55e-05
time p: 4.96e-02
time Smag or Wale: 4.77e-07

comm_min_pans:  -1.09e+03, pk_max: 1.37e+03, u2prim_max: 3.80e+00, v2prim_max: 1.09e+00, w2prim_max: 2.11e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5298716885884139 1.0592351614541273 0.6559315888528373
yplus, min,max,mean 27.543637731560676 55.06085753958058 34.09644721381439
uplus, min,max,mean 15.497361497554689 32.59442957926867 25.034381979051048
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 5
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        66053            695293  0.000159         0.0181
           2(D)         6785            146661   0.00319        0.00353
           3(D)          168               580    0.0205       1.93e-05
           4(D)            2                 2       0.5       1.19e-07
         --------------------------------------------------------------
         Grid Complexity: 1.30864
         Operator Complexity: 1.52197
         Total Memory Usage: 0.0459665 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.149131e+00
              0             1.82349   1.908999e-02         0.0061
              1              1.8235   1.323451e-03         0.0693
              2              1.8235   1.625811e-04         0.1228
              3              1.8235   5.069316e-05         0.3118
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0633
         Final Residual: 		   5.069316e-05
         Total Reduction in Residual: 	   1.609751e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0321131
    setup: 0.0260776 s
    solve: 0.00603546 s
    solve(per iteration): 0.00150886 s
resid in solve_pyamgx: 5.07e-05
time solve_pyamgx: 3.66e-02
time k: 4.91e-02
modify_eps, ustar[-2,-2],[2,2] 0.6300303944763305 0.6191717524883009
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        66043            695661  0.000159         0.0181
           2(D)         6642            142442   0.00323        0.00343
           3(D)          124               340    0.0221       1.13e-05
         --------------------------------------------------------------
         Grid Complexity: 1.3078
         Operator Complexity: 1.51944
         Total Memory Usage: 0.0458637 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.268201e+02
              0             1.82349   1.632040e-01         0.0007
              1              1.8235   3.980884e-02         0.2439
              2              1.8235   1.040739e-02         0.2614
         --------------------------------------------------------------
         Total Iterations: 3
         Avg Convergence Rate: 		         0.0358
         Final Residual: 		   1.040739e-02
         Total Reduction in Residual: 	   4.588390e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0297517
    setup: 0.0253284 s
    solve: 0.0044233 s
    solve(per iteration): 0.00147443 s
resid in solve_pyamgx: 1.04e-02
time solve_pyamgx: 3.42e-02
time eps: 4.12e-02

--time step: 126, iter:1, max residual:2.19e-07, u:3.82e-09, v:9.03e-10, w:1.99e-09, p:2.19e-07, k:3.09e-11, eps:4.96e-12, om:0.00e+00


monitor time step: 126, iter:1, u: 1.63e+01, v:-2.61e-01, w: 3.31e+00, p: 1.11e+01, k: 1.33e+00, eps: 1.93e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  1, umax: 3.40e+01, vismax: 6.44e+02, kmin: 1.97e-02, epsmin: 2.15e-01, ommin: 1.00e+00, fkmax: 4.92e+00

time one iteration: 1.98e-01
vismean_mean 1.2598425196850392e-18
modify_u, ustar[-2,-2],[2,2] 0.6300303944763305 0.6191717524883009
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05          0.024
           1(D)        20511            218145  0.000519        0.00567
           2(D)         1939              8993   0.00239       0.000259
         --------------------------------------------------------------
         Grid Complexity: 1.09491
         Operator Complexity: 1.1381
         Total Memory Usage: 0.0299019 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.255733e+00
              0             1.82349   1.564557e-01         0.0298
              1              1.8235   1.376379e-02         0.0880
              2              1.8235   2.424065e-03         0.1761
              3              1.8235   5.545914e-04         0.2288
              4              1.8235   1.286591e-04         0.2320
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1196
         Final Residual: 		   1.286591e-04
         Total Reduction in Residual: 	   2.447977e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0225914
    setup: 0.0164495 s
    solve: 0.00614186 s
    solve(per iteration): 0.00122837 s
resid in solve_pyamgx: 1.29e-04
time solve_pyamgx: 2.70e-02
time u: 3.30e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.386972e+00
              0             1.82349   8.998988e-02         0.0266
              1              1.8235   3.581330e-03         0.0398
              2              1.8235   5.384320e-04         0.1503
              3              1.8235   1.009334e-04         0.1875
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0739
         Final Residual: 		   1.009334e-04
         Total Reduction in Residual: 	   2.980049e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0212868
    setup: 0.0164495 s
    solve: 0.00483731 s
    solve(per iteration): 0.00120933 s
resid in solve_pyamgx: 1.01e-04
time solve_pyamgx: 5.27e-03
time v: 7.49e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   4.279523e+00
              0             1.82349   1.057796e-01         0.0247
              1              1.8235   7.888174e-03         0.0746
              2              1.8235   1.416528e-03         0.1796
              3              1.8235   3.326497e-04         0.2348
              4              1.8235   7.958506e-05         0.2392
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1132
         Final Residual: 		   7.958506e-05
         Total Reduction in Residual: 	   1.859671e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.022479
    setup: 0.0164495 s
    solve: 0.0060295 s
    solve(per iteration): 0.0012059 s
resid in solve_pyamgx: 7.96e-05
time solve_pyamgx: 6.51e-03
time w: 8.32e-03
area_out 3.2
flow_in 86.7658688111229 flow_out 86.76453553030612 area_out 3.2 flow_out_new 86.76586881112289 uinc: 0.00041665025524384447
xp.sum(su3d) -1.0665690552968954e-11
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   4.022309e+00
              0             1.82349   1.797273e+00         0.4468
              1              1.8235   8.532832e-01         0.4748
              2              1.8235   4.219662e-01         0.4945
              3              1.8235   2.215511e-01         0.5250
              4              1.8235   1.198982e-01         0.5412
              5              1.8235   6.382765e-02         0.5323
              6              1.8235   3.466396e-02         0.5431
              7              1.8235   1.953825e-02         0.5636
              8              1.8235   1.096027e-02         0.5610
              9              1.8235   6.134271e-03         0.5597
             10              1.8235   4.227267e-03         0.6891
             11              1.8235   2.549661e-03         0.6031
             12              1.8235   1.437090e-03         0.5636
             13              1.8235   7.845060e-04         0.5459
             14              1.8235   4.248763e-04         0.5416
             15              1.8235   2.256110e-04         0.5310
             16              1.8235   1.182775e-04         0.5243
         --------------------------------------------------------------
         Total Iterations: 17
         Avg Convergence Rate: 		         0.5413
         Final Residual: 		   1.182775e-04
         Total Reduction in Residual: 	   2.940536e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.182915
    setup: 0.138297 s
    solve: 0.0446183 s
    solve(per iteration): 0.0026246 s
resid in solve_px: 1.18e-04
time p: 5.22e-02
time Smag or Wale: 9.54e-07

comm_min_pans:  -1.08e+03, pk_max: 1.38e+03, u2prim_max: 3.80e+00, v2prim_max: 1.09e+00, w2prim_max: 2.11e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5299974075386615 1.0594601939109785 0.6560191342273524
yplus, min,max,mean 27.550172817877208 55.07255511203602 34.10099797229545
uplus, min,max,mean 15.46116219450964 33.533032461814535 25.04464113723815
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        66062            696562   0.00016         0.0181
           2(D)         6791            145491   0.00315        0.00351
           3(D)          161               559    0.0216       1.73e-05
         --------------------------------------------------------------
         Grid Complexity: 1.30867
         Operator Complexity: 1.52202
         Total Memory Usage: 0.0459673 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.926949e+00
              0             1.82349   4.339727e-02         0.0111
              1              1.8235   7.980439e-03         0.1839
              2              1.8235   1.948254e-03         0.2441
              3              1.8235   5.281718e-04         0.2711
              4              1.8235   1.519228e-04         0.2876
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1311
         Final Residual: 		   1.519228e-04
         Total Reduction in Residual: 	   3.868724e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0325261
    setup: 0.0252721 s
    solve: 0.00725402 s
    solve(per iteration): 0.0014508 s
resid in solve_pyamgx: 1.52e-04
time solve_pyamgx: 3.69e-02
time k: 4.96e-02
modify_eps, ustar[-2,-2],[2,2] 0.630029886901699 0.6175506210852325
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        66082            695440  0.000159         0.0181
           2(D)         6741            142991   0.00315        0.00345
           3(D)          125               359     0.023       1.18e-05
         --------------------------------------------------------------
         Grid Complexity: 1.30839
         Operator Complexity: 1.51965
         Total Memory Usage: 0.0458787 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   6.496822e+02
              0             1.82349   1.675558e+00         0.0026
              1              1.8235   3.439454e-01         0.2053
              2              1.8235   7.778539e-02         0.2262
              3              1.8235   1.975658e-02         0.2540
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0743
         Final Residual: 		   1.975658e-02
         Total Reduction in Residual: 	   3.040961e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0312272
    setup: 0.0254218 s
    solve: 0.00580534 s
    solve(per iteration): 0.00145134 s
resid in solve_pyamgx: 1.98e-02
time solve_pyamgx: 3.56e-02
time eps: 4.27e-02

--time step: 127, iter:0, max residual:3.95e-07, u:1.01e-07, v:7.89e-08, w:6.22e-08, p:3.95e-07, k:9.27e-11, eps:9.42e-12, om:0.00e+00


monitor time step: 127, iter:0, u: 1.64e+01, v:-2.52e-01, w: 3.32e+00, p: 1.04e+01, k: 1.33e+00, eps: 1.93e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  0, umax: 3.41e+01, vismax: 6.29e+02, kmin: 1.95e-02, epsmin: 2.12e-01, ommin: 1.00e+00, fkmax: 4.52e+00

time one iteration: 2.02e-01
modify_u, ustar[-2,-2],[2,2] 0.630029886901699 0.6175506210852325
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05          0.024
           1(D)        20519            218557  0.000519        0.00568
           2(D)         1926              8734   0.00235       0.000253
         --------------------------------------------------------------
         Grid Complexity: 1.09489
         Operator Complexity: 1.13819
         Total Memory Usage: 0.0299052 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   1.090678e-01
              0             1.82349   3.587431e-03         0.0329
              1              1.8235   3.838191e-04         0.1070
              2              1.8235   7.007496e-05         0.1826
              3              1.8235   1.794905e-05         0.2561
              4              1.8235   4.666869e-06         0.2600
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1337
         Final Residual: 		   4.666869e-06
         Total Reduction in Residual: 	   4.278871e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0223007
    setup: 0.0162038 s
    solve: 0.0060969 s
    solve(per iteration): 0.00121938 s
resid in solve_pyamgx: 4.67e-06
time solve_pyamgx: 2.67e-02
time u: 3.12e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   6.431792e-02
              0             1.82349   2.066073e-03         0.0321
              1              1.8235   2.276552e-04         0.1102
              2              1.8235   4.165882e-05         0.1830
              3              1.8235   1.213670e-05         0.2913
              4              1.8235   3.522701e-06         0.2903
              5              1.8235   1.041510e-06         0.2957
         --------------------------------------------------------------
         Total Iterations: 6
         Avg Convergence Rate: 		         0.1591
         Final Residual: 		   1.041510e-06
         Total Reduction in Residual: 	   1.619315e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0235542
    setup: 0.0162038 s
    solve: 0.00735043 s
    solve(per iteration): 0.00122507 s
resid in solve_pyamgx: 1.04e-06
time solve_pyamgx: 7.80e-03
time v: 1.03e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   7.506070e-02
              0             1.82349   2.342636e-03         0.0312
              1              1.8235   2.458194e-04         0.1049
              2              1.8235   4.190896e-05         0.1705
              3              1.8235   1.018791e-05         0.2431
              4              1.8235   2.535734e-06         0.2489
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1276
         Final Residual: 		   2.535734e-06
         Total Reduction in Residual: 	   3.378244e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0223293
    setup: 0.0162038 s
    solve: 0.00612557 s
    solve(per iteration): 0.00122511 s
resid in solve_pyamgx: 2.54e-06
time solve_pyamgx: 6.63e-03
time w: 8.25e-03
area_out 3.2
flow_in 86.7658688111229 flow_out 86.76453549814596 area_out 3.2 flow_out_new 86.76586881112293 uinc: 0.0004166603052935258
xp.sum(su3d) -3.2791103166118774e-11
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   1.165204e+00
              0             1.82349   6.971230e-01         0.5983
              1              1.8235   3.218362e-01         0.4617
              2              1.8235   1.554919e-01         0.4831
              3              1.8235   7.666601e-02         0.4931
              4              1.8235   3.873560e-02         0.5053
              5              1.8235   2.008932e-02         0.5186
              6              1.8235   1.067006e-02         0.5311
              7              1.8235   5.797944e-03         0.5434
              8              1.8235   3.169714e-03         0.5467
              9              1.8235   1.734976e-03         0.5474
             10              1.8235   1.177944e-03         0.6789
             11              1.8235   6.955520e-04         0.5905
             12              1.8235   3.850210e-04         0.5535
             13              1.8235   2.050836e-04         0.5327
             14              1.8235   1.078405e-04         0.5258
             15              1.8235   5.511911e-05         0.5111
         --------------------------------------------------------------
         Total Iterations: 16
         Avg Convergence Rate: 		         0.5366
         Final Residual: 		   5.511911e-05
         Total Reduction in Residual: 	   4.730424e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.180334
    setup: 0.138297 s
    solve: 0.0420372 s
    solve(per iteration): 0.00262733 s
resid in solve_px: 5.51e-05
time p: 4.98e-02
time Smag or Wale: 7.15e-07

comm_min_pans:  -1.07e+03, pk_max: 1.37e+03, u2prim_max: 3.80e+00, v2prim_max: 1.09e+00, w2prim_max: 2.11e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5317867419053953 1.0596203888716968 0.6563411143137537
yplus, min,max,mean 27.643185482337998 55.08088232041397 34.117735048549214
uplus, min,max,mean 15.470284287495335 33.59248362016968 25.032252943497713
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 5
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        66086            695930  0.000159         0.0181
           2(D)         6836            146004   0.00312        0.00352
           3(D)          162               532    0.0203        1.8e-05
           4(D)            2                 2       0.5       1.19e-07
         --------------------------------------------------------------
         Grid Complexity: 1.30897
         Operator Complexity: 1.52193
         Total Memory Usage: 0.0459691 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.280414e+00
              0             1.82349   1.925484e-02         0.0059
              1              1.8235   1.399292e-03         0.0727
              2              1.8235   1.705202e-04         0.1219
              3              1.8235   4.936572e-05         0.2895
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0623
         Final Residual: 		   4.936572e-05
         Total Reduction in Residual: 	   1.504862e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0322804
    setup: 0.0262408 s
    solve: 0.00603955 s
    solve(per iteration): 0.00150989 s
resid in solve_pyamgx: 4.94e-05
time solve_pyamgx: 3.68e-02
time k: 4.93e-02
modify_eps, ustar[-2,-2],[2,2] 0.6300296053747095 0.6171100586331678
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        66034            695130  0.000159         0.0181
           2(D)         6632            140076   0.00318        0.00338
           3(D)          131               403    0.0235       1.29e-05
         --------------------------------------------------------------
         Grid Complexity: 1.30775
         Operator Complexity: 1.51768
         Total Memory Usage: 0.0457997 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.498846e+02
              0             1.82349   1.710296e-01         0.0007
              1              1.8235   3.985608e-02         0.2330
              2              1.8235   9.416719e-03         0.2363
         --------------------------------------------------------------
         Total Iterations: 3
         Avg Convergence Rate: 		         0.0335
         Final Residual: 		   9.416719e-03
         Total Reduction in Residual: 	   3.768427e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0296083
    setup: 0.0251908 s
    solve: 0.00441754 s
    solve(per iteration): 0.00147251 s
resid in solve_pyamgx: 9.42e-03
time solve_pyamgx: 3.41e-02
time eps: 4.11e-02

--time step: 127, iter:1, max residual:2.17e-07, u:3.65e-09, v:8.14e-10, w:1.98e-09, p:2.17e-07, k:3.01e-11, eps:4.49e-12, om:0.00e+00


monitor time step: 127, iter:1, u: 1.64e+01, v:-2.57e-01, w: 3.34e+00, p: 1.04e+01, k: 1.33e+00, eps: 1.93e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  1, umax: 3.41e+01, vismax: 4.73e+02, kmin: 1.95e-02, epsmin: 2.12e-01, ommin: 1.00e+00, fkmax: 4.97e+00

time one iteration: 1.98e-01
vismean_mean 1.2499999999999999e-18
modify_u, ustar[-2,-2],[2,2] 0.6300296053747095 0.6171100586331678
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05          0.024
           1(D)        20576            219308  0.000518         0.0057
           2(D)         1922              8994   0.00243       0.000258
         --------------------------------------------------------------
         Grid Complexity: 1.09511
         Operator Complexity: 1.13881
         Total Memory Usage: 0.0299306 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.287775e+00
              0             1.82349   1.576838e-01         0.0298
              1              1.8235   1.395491e-02         0.0885
              2              1.8235   2.512252e-03         0.1800
              3              1.8235   5.797689e-04         0.2308
              4              1.8235   1.345459e-04         0.2321
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1205
         Final Residual: 		   1.345459e-04
         Total Reduction in Residual: 	   2.544471e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0231664
    setup: 0.0171002 s
    solve: 0.00606621 s
    solve(per iteration): 0.00121324 s
resid in solve_pyamgx: 1.35e-04
time solve_pyamgx: 2.76e-02
time u: 3.36e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.405728e+00
              0             1.82349   9.062080e-02         0.0266
              1              1.8235   3.620944e-03         0.0400
              2              1.8235   5.603066e-04         0.1547
              3              1.8235   1.066634e-04         0.1904
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0748
         Final Residual: 		   1.066634e-04
         Total Reduction in Residual: 	   3.131883e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0219929
    setup: 0.0171002 s
    solve: 0.0048927 s
    solve(per iteration): 0.00122318 s
resid in solve_pyamgx: 1.07e-04
time solve_pyamgx: 5.41e-03
time v: 7.59e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   4.298818e+00
              0             1.82349   1.065839e-01         0.0248
              1              1.8235   8.006632e-03         0.0751
              2              1.8235   1.425864e-03         0.1781
              3              1.8235   3.262329e-04         0.2288
              4              1.8235   7.735974e-05         0.2371
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1125
         Final Residual: 		   7.735974e-05
         Total Reduction in Residual: 	   1.799558e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.023152
    setup: 0.0171002 s
    solve: 0.00605178 s
    solve(per iteration): 0.00121036 s
resid in solve_pyamgx: 7.74e-05
time solve_pyamgx: 6.47e-03
time w: 8.15e-03
area_out 3.2
flow_in 86.76586881112287 flow_out 86.76453554758037 area_out 3.2 flow_out_new 86.76586881112289 uinc: 0.0004166448570330772
xp.sum(su3d) 5.736078279028334e-12
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   4.039232e+00
              0             1.82349   1.795905e+00         0.4446
              1              1.8235   8.488424e-01         0.4727
              2              1.8235   4.180073e-01         0.4924
              3              1.8235   2.184702e-01         0.5226
              4              1.8235   1.176167e-01         0.5384
              5              1.8235   6.254838e-02         0.5318
              6              1.8235   3.382892e-02         0.5408
              7              1.8235   1.899629e-02         0.5615
              8              1.8235   1.064771e-02         0.5605
              9              1.8235   5.962072e-03         0.5599
             10              1.8235   4.113948e-03         0.6900
             11              1.8235   2.483149e-03         0.6036
             12              1.8235   1.401149e-03         0.5643
             13              1.8235   7.644806e-04         0.5456
             14              1.8235   4.133220e-04         0.5407
             15              1.8235   2.185288e-04         0.5287
             16              1.8235   1.137755e-04         0.5206
         --------------------------------------------------------------
         Total Iterations: 17
         Avg Convergence Rate: 		         0.5399
         Final Residual: 		   1.137755e-04
         Total Reduction in Residual: 	   2.816762e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.182865
    setup: 0.138297 s
    solve: 0.0445683 s
    solve(per iteration): 0.00262166 s
resid in solve_px: 1.14e-04
time p: 5.23e-02
time Smag or Wale: 7.15e-07

comm_min_pans:  -1.08e+03, pk_max: 1.37e+03, u2prim_max: 3.80e+00, v2prim_max: 1.09e+00, w2prim_max: 2.11e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5319950441841005 1.0596637888757199 0.6563710481086509
yplus, min,max,mean 27.654013391484455 55.08313832694178 34.11929105846696
uplus, min,max,mean 15.357968326207324 34.17127349782161 25.044848918006835
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        66014            695796   0.00016         0.0181
           2(D)         6856            146950   0.00313        0.00354
           3(D)          168               540    0.0191       1.71e-05
         --------------------------------------------------------------
         Grid Complexity: 1.30877
         Operator Complexity: 1.52244
         Total Memory Usage: 0.0459836 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.169706e+00
              0             1.82349   4.346015e-02         0.0137
              1              1.8235   7.890369e-03         0.1816
              2              1.8235   1.923186e-03         0.2437
              3              1.8235   5.185942e-04         0.2697
              4              1.8235   1.520218e-04         0.2931
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1368
         Final Residual: 		   1.520218e-04
         Total Reduction in Residual: 	   4.796084e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0326113
    setup: 0.0253602 s
    solve: 0.0072511 s
    solve(per iteration): 0.00145022 s
resid in solve_pyamgx: 1.52e-04
time solve_pyamgx: 3.71e-02
time k: 5.01e-02
modify_eps, ustar[-2,-2],[2,2] 0.6300288477074423 0.615421643357238
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 5
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        66111            696353  0.000159         0.0181
           2(D)         6676            141532   0.00318        0.00341
           3(D)          126               356    0.0224       1.27e-05
           4(D)            2                 2       0.5       1.19e-07
         --------------------------------------------------------------
         Grid Complexity: 1.30825
         Operator Complexity: 1.51931
         Total Memory Usage: 0.0458657 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   4.590075e+02
              0             1.82349   1.683662e+00         0.0037
              1              1.8235   3.470490e-01         0.2061
              2              1.8235   7.975566e-02         0.2298
              3              1.8235   2.106340e-02         0.2641
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0823
         Final Residual: 		   2.106340e-02
         Total Reduction in Residual: 	   4.588902e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0320773
    setup: 0.0260685 s
    solve: 0.00600883 s
    solve(per iteration): 0.00150221 s
resid in solve_pyamgx: 2.11e-02
time solve_pyamgx: 3.64e-02
time eps: 4.33e-02

--time step: 128, iter:0, max residual:3.84e-07, u:1.05e-07, v:8.33e-08, w:6.04e-08, p:3.84e-07, k:9.28e-11, eps:1.00e-11, om:0.00e+00


monitor time step: 128, iter:0, u: 1.65e+01, v:-2.45e-01, w: 3.32e+00, p: 9.73e+00, k: 1.33e+00, eps: 1.94e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  0, umax: 3.42e+01, vismax: 4.74e+02, kmin: 1.94e-02, epsmin: 2.09e-01, ommin: 1.00e+00, fkmax: 4.51e+00

time one iteration: 2.03e-01
modify_u, ustar[-2,-2],[2,2] 0.6300288477074423 0.615421643357238
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05          0.024
           1(D)        20548            218568  0.000518        0.00568
           2(D)         1930              8864   0.00238       0.000256
         --------------------------------------------------------------
         Grid Complexity: 1.09503
         Operator Complexity: 1.13828
         Total Memory Usage: 0.02991 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   1.100528e-01
              0             1.82349   3.625970e-03         0.0329
              1              1.8235   3.935446e-04         0.1085
              2              1.8235   6.980062e-05         0.1774
              3              1.8235   1.796391e-05         0.2574
              4              1.8235   4.563795e-06         0.2541
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1329
         Final Residual: 		   4.563795e-06
         Total Reduction in Residual: 	   4.146915e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0232241
    setup: 0.0171008 s
    solve: 0.00612326 s
    solve(per iteration): 0.00122465 s
resid in solve_pyamgx: 4.56e-06
time solve_pyamgx: 2.76e-02
time u: 3.21e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   6.445271e-02
              0             1.82349   2.071249e-03         0.0321
              1              1.8235   2.253656e-04         0.1088
              2              1.8235   4.109726e-05         0.1824
              3              1.8235   1.200240e-05         0.2920
              4              1.8235   3.464247e-06         0.2886
              5              1.8235   9.855583e-07         0.2845
         --------------------------------------------------------------
         Total Iterations: 6
         Avg Convergence Rate: 		         0.1575
         Final Residual: 		   9.855583e-07
         Total Reduction in Residual: 	   1.529119e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0244505
    setup: 0.0171008 s
    solve: 0.00734966 s
    solve(per iteration): 0.00122494 s
resid in solve_pyamgx: 9.86e-07
time solve_pyamgx: 7.79e-03
time v: 9.97e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   7.466483e-02
              0             1.82349   2.346514e-03         0.0314
              1              1.8235   2.466626e-04         0.1051
              2              1.8235   4.250446e-05         0.1723
              3              1.8235   1.034074e-05         0.2433
              4              1.8235   2.584598e-06         0.2499
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1282
         Final Residual: 		   2.584598e-06
         Total Reduction in Residual: 	   3.461600e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.023181
    setup: 0.0171008 s
    solve: 0.00608016 s
    solve(per iteration): 0.00121603 s
resid in solve_pyamgx: 2.58e-06
time solve_pyamgx: 6.54e-03
time w: 8.30e-03
area_out 3.2
flow_in 86.76586881112287 flow_out 86.76453551487566 area_out 3.2 flow_out_new 86.76586881112289 uinc: 0.00041665507725330286
xp.sum(su3d) -2.256639319853093e-12
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   1.178683e+00
              0             1.82349   7.008885e-01         0.5946
              1              1.8235   3.235335e-01         0.4616
              2              1.8235   1.562113e-01         0.4828
              3              1.8235   7.705852e-02         0.4933
              4              1.8235   3.870761e-02         0.5023
              5              1.8235   2.002677e-02         0.5174
              6              1.8235   1.062162e-02         0.5304
              7              1.8235   5.750081e-03         0.5414
              8              1.8235   3.135811e-03         0.5454
              9              1.8235   1.716448e-03         0.5474
             10              1.8235   1.165258e-03         0.6789
             11              1.8235   6.866765e-04         0.5893
             12              1.8235   3.804906e-04         0.5541
             13              1.8235   2.028216e-04         0.5331
             14              1.8235   1.067896e-04         0.5265
             15              1.8235   5.469700e-05         0.5122
         --------------------------------------------------------------
         Total Iterations: 16
         Avg Convergence Rate: 		         0.5360
         Final Residual: 		   5.469700e-05
         Total Reduction in Residual: 	   4.640518e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.18026
    setup: 0.138297 s
    solve: 0.0419635 s
    solve(per iteration): 0.00262272 s
resid in solve_px: 5.47e-05
time p: 4.95e-02
time Smag or Wale: 1.19e-06

comm_min_pans:  -1.09e+03, pk_max: 1.37e+03, u2prim_max: 3.80e+00, v2prim_max: 1.09e+00, w2prim_max: 2.11e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5338204914220084 1.063788907532401 0.6564949574001162
yplus, min,max,mean 27.748903264828993 55.29756905861951 34.12573207562112
uplus, min,max,mean 15.280759572204305 34.21691880827382 25.04009337377791
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        65913            694583   0.00016         0.0181
           2(D)         6729            144909    0.0032        0.00349
           3(D)          161               507    0.0196       1.61e-05
         --------------------------------------------------------------
         Grid Complexity: 1.30778
         Operator Complexity: 1.5204
         Total Memory Usage: 0.0458979 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.169293e+00
              0             1.82349   1.914148e-02         0.0060
              1              1.8235   1.231809e-03         0.0644
              2              1.8235   1.741904e-04         0.1414
              3              1.8235   5.220614e-05         0.2997
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0637
         Final Residual: 		   5.220614e-05
         Total Reduction in Residual: 	   1.647249e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0312492
    setup: 0.0254288 s
    solve: 0.00582042 s
    solve(per iteration): 0.0014551 s
resid in solve_pyamgx: 5.22e-05
time solve_pyamgx: 3.55e-02
time k: 4.82e-02
modify_eps, ustar[-2,-2],[2,2] 0.6300284598095156 0.6150281583012382
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        65943            694337   0.00016         0.0181
           2(D)         6611            140623   0.00322        0.00339
           3(D)          109               325    0.0274       1.05e-05
         --------------------------------------------------------------
         Grid Complexity: 1.30719
         Operator Complexity: 1.51748
         Total Memory Usage: 0.0457856 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.231983e+02
              0             1.82349   1.677155e-01         0.0008
              1              1.8235   3.812439e-02         0.2273
              2              1.8235   9.398231e-03         0.2465
         --------------------------------------------------------------
         Total Iterations: 3
         Avg Convergence Rate: 		         0.0348
         Final Residual: 		   9.398231e-03
         Total Reduction in Residual: 	   4.210709e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0297569
    setup: 0.025176 s
    solve: 0.00458086 s
    solve(per iteration): 0.00152695 s
resid in solve_pyamgx: 9.40e-03
time solve_pyamgx: 3.43e-02
time eps: 4.12e-02

--time step: 128, iter:1, max residual:2.14e-07, u:3.57e-09, v:7.70e-10, w:2.02e-09, p:2.14e-07, k:3.19e-11, eps:4.48e-12, om:0.00e+00


monitor time step: 128, iter:1, u: 1.65e+01, v:-2.50e-01, w: 3.34e+00, p: 9.76e+00, k: 1.33e+00, eps: 1.94e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  1, umax: 3.42e+01, vismax: 4.76e+02, kmin: 1.94e-02, epsmin: 2.09e-01, ommin: 1.00e+00, fkmax: 4.98e+00

time one iteration: 1.97e-01
vismean_mean 1.2403100775193797e-18
modify_u, ustar[-2,-2],[2,2] 0.6300284598095156 0.6150281583012382
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05          0.024
           1(D)        20544            218872  0.000519        0.00569
           2(D)         1911              9049   0.00248       0.000259
         --------------------------------------------------------------
         Grid Complexity: 1.09493
         Operator Complexity: 1.13858
         Total Memory Usage: 0.0299199 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.319871e+00
              0             1.82349   1.590005e-01         0.0299
              1              1.8235   1.409095e-02         0.0886
              2              1.8235   2.489394e-03         0.1767
              3              1.8235   5.842581e-04         0.2347
              4              1.8235   1.328199e-04         0.2273
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1201
         Final Residual: 		   1.328199e-04
         Total Reduction in Residual: 	   2.496674e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0232908
    setup: 0.0171213 s
    solve: 0.00616947 s
    solve(per iteration): 0.00123389 s
resid in solve_pyamgx: 1.33e-04
time solve_pyamgx: 2.78e-02
time u: 3.42e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.424684e+00
              0             1.82349   9.125916e-02         0.0266
              1              1.8235   3.635851e-03         0.0398
              2              1.8235   5.511462e-04         0.1516
              3              1.8235   1.024480e-04         0.1859
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0740
         Final Residual: 		   1.024480e-04
         Total Reduction in Residual: 	   2.991460e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0220418
    setup: 0.0171213 s
    solve: 0.00492054 s
    solve(per iteration): 0.00123014 s
resid in solve_pyamgx: 1.02e-04
time solve_pyamgx: 5.40e-03
time v: 7.85e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   4.319012e+00
              0             1.82349   1.074150e-01         0.0249
              1              1.8235   8.063249e-03         0.0751
              2              1.8235   1.435364e-03         0.1780
              3              1.8235   3.385202e-04         0.2358
              4              1.8235   8.011328e-05         0.2367
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1132
         Final Residual: 		   8.011328e-05
         Total Reduction in Residual: 	   1.854898e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0232207
    setup: 0.0171213 s
    solve: 0.00609942 s
    solve(per iteration): 0.00121988 s
resid in solve_pyamgx: 8.01e-05
time solve_pyamgx: 6.55e-03
time w: 8.23e-03
area_out 3.2
flow_in 86.76586881112287 flow_out 86.7645355616826 area_out 3.2 flow_out_new 86.76586881112287 uinc: 0.000416640450082717
xp.sum(su3d) 2.738254067935486e-12
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   4.059364e+00
              0             1.82349   1.795888e+00         0.4424
              1              1.8235   8.438709e-01         0.4699
              2              1.8235   4.140936e-01         0.4907
              3              1.8235   2.149878e-01         0.5192
              4              1.8235   1.149882e-01         0.5349
              5              1.8235   6.105427e-02         0.5310
              6              1.8235   3.282516e-02         0.5376
              7              1.8235   1.835280e-02         0.5591
              8              1.8235   1.027422e-02         0.5598
              9              1.8235   5.756920e-03         0.5603
             10              1.8235   3.975545e-03         0.6906
             11              1.8235   2.401319e-03         0.6040
             12              1.8235   1.356300e-03         0.5648
             13              1.8235   7.384908e-04         0.5445
             14              1.8235   3.988805e-04         0.5401
             15              1.8235   2.101473e-04         0.5268
             16              1.8235   1.086601e-04         0.5171
         --------------------------------------------------------------
         Total Iterations: 17
         Avg Convergence Rate: 		         0.5383
         Final Residual: 		   1.086601e-04
         Total Reduction in Residual: 	   2.676777e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.182859
    setup: 0.138297 s
    solve: 0.0445625 s
    solve(per iteration): 0.00262132 s
resid in solve_px: 1.09e-04
time p: 5.26e-02
time Smag or Wale: 7.15e-07

comm_min_pans:  -1.08e+03, pk_max: 1.37e+03, u2prim_max: 3.79e+00, v2prim_max: 1.08e+00, w2prim_max: 2.11e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5341178345331659 1.0645230282176952 0.6565372728468746
yplus, min,max,mean 27.764359668920928 55.33572990895831 34.1279317050051
uplus, min,max,mean 15.04539421438886 34.3662910328281 25.05241544022016
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        65938            695806   0.00016         0.0181
           2(D)         6886            148986   0.00314        0.00359
           3(D)          166               648    0.0235       1.94e-05
         --------------------------------------------------------------
         Grid Complexity: 1.30857
         Operator Complexity: 1.52377
         Total Memory Usage: 0.0460292 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.714400e+00
              0             1.82349   4.307503e-02         0.0116
              1              1.8235   7.915013e-03         0.1837
              2              1.8235   2.002290e-03         0.2530
              3              1.8235   5.763077e-04         0.2878
              4              1.8235   1.827997e-04         0.3172
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1375
         Final Residual: 		   1.827997e-04
         Total Reduction in Residual: 	   4.921380e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0325423
    setup: 0.0252688 s
    solve: 0.00727354 s
    solve(per iteration): 0.00145471 s
resid in solve_pyamgx: 1.83e-04
time solve_pyamgx: 3.70e-02
time k: 4.97e-02
modify_eps, ustar[-2,-2],[2,2] 0.6300274550290896 0.6133017871829438
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 5
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        65975            695287   0.00016         0.0181
           2(D)         6714            144192    0.0032        0.00348
           3(D)          144               474    0.0229        1.6e-05
           4(D)            2                 2       0.5       1.19e-07
         --------------------------------------------------------------
         Grid Complexity: 1.30791
         Operator Complexity: 1.52037
         Total Memory Usage: 0.0458998 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   6.010441e+02
              0             1.82349   1.718987e+00         0.0029
              1              1.8235   3.588740e-01         0.2088
              2              1.8235   8.742898e-02         0.2436
              3              1.8235   2.375480e-02         0.2717
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0793
         Final Residual: 		   2.375480e-02
         Total Reduction in Residual: 	   3.952257e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.032127
    setup: 0.0260792 s
    solve: 0.00604774 s
    solve(per iteration): 0.00151194 s
resid in solve_pyamgx: 2.38e-02
time solve_pyamgx: 3.66e-02
time eps: 4.36e-02

--time step: 129, iter:0, max residual:3.71e-07, u:1.04e-07, v:8.00e-08, w:6.26e-08, p:3.71e-07, k:1.12e-10, eps:1.13e-11, om:0.00e+00


monitor time step: 129, iter:0, u: 1.66e+01, v:-2.37e-01, w: 3.30e+00, p: 9.03e+00, k: 1.33e+00, eps: 1.94e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  0, umax: 3.43e+01, vismax: 4.76e+02, kmin: 1.92e-02, epsmin: 2.06e-01, ommin: 1.00e+00, fkmax: 4.50e+00

time one iteration: 2.04e-01
modify_u, ustar[-2,-2],[2,2] 0.6300274550290896 0.6133017871829438
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05          0.024
           1(D)        20564            219386  0.000519         0.0057
           2(D)         1908              8892   0.00244       0.000256
         --------------------------------------------------------------
         Grid Complexity: 1.095
         Operator Complexity: 1.13879
         Total Memory Usage: 0.0299288 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   1.096586e-01
              0             1.82349   3.613799e-03         0.0330
              1              1.8235   3.892028e-04         0.1077
              2              1.8235   6.985722e-05         0.1795
              3              1.8235   1.771020e-05         0.2535
              4              1.8235   4.427561e-06         0.2500
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1322
         Final Residual: 		   4.427561e-06
         Total Reduction in Residual: 	   4.037585e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0231504
    setup: 0.0170714 s
    solve: 0.00607901 s
    solve(per iteration): 0.0012158 s
resid in solve_pyamgx: 4.43e-06
time solve_pyamgx: 2.76e-02
time u: 3.21e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   6.428043e-02
              0             1.82349   2.068277e-03         0.0322
              1              1.8235   2.248352e-04         0.1087
              2              1.8235   4.044322e-05         0.1799
              3              1.8235   1.165705e-05         0.2882
              4              1.8235   3.269097e-06         0.2804
              5              1.8235   9.375080e-07         0.2868
         --------------------------------------------------------------
         Total Iterations: 6
         Avg Convergence Rate: 		         0.1563
         Final Residual: 		   9.375080e-07
         Total Reduction in Residual: 	   1.458466e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0244094
    setup: 0.0170714 s
    solve: 0.00733798 s
    solve(per iteration): 0.001223 s
resid in solve_pyamgx: 9.38e-07
time solve_pyamgx: 7.87e-03
time v: 1.01e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   7.367843e-02
              0             1.82349   2.344531e-03         0.0318
              1              1.8235   2.488309e-04         0.1061
              2              1.8235   4.271383e-05         0.1717
              3              1.8235   1.041980e-05         0.2439
              4              1.8235   2.598121e-06         0.2493
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1287
         Final Residual: 		   2.598121e-06
         Total Reduction in Residual: 	   3.526298e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0231297
    setup: 0.0170714 s
    solve: 0.0060583 s
    solve(per iteration): 0.00121166 s
resid in solve_pyamgx: 2.60e-06
time solve_pyamgx: 6.54e-03
time w: 8.24e-03
area_out 3.2
flow_in 86.76586881112287 flow_out 86.76453553013336 area_out 3.2 flow_out_new 86.76586881112291 uinc: 0.0004166503092228879
xp.sum(su3d) -1.5982770662503754e-12
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   1.182560e+00
              0             1.82349   7.037747e-01         0.5951
              1              1.8235   3.248045e-01         0.4615
              2              1.8235   1.570649e-01         0.4836
              3              1.8235   7.725329e-02         0.4919
              4              1.8235   3.863131e-02         0.5001
              5              1.8235   1.992457e-02         0.5158
              6              1.8235   1.055039e-02         0.5295
              7              1.8235   5.699858e-03         0.5403
              8              1.8235   3.103940e-03         0.5446
              9              1.8235   1.698017e-03         0.5471
             10              1.8235   1.152322e-03         0.6786
             11              1.8235   6.779843e-04         0.5884
             12              1.8235   3.755446e-04         0.5539
             13              1.8235   1.999583e-04         0.5324
             14              1.8235   1.052231e-04         0.5262
             15              1.8235   5.415137e-05         0.5146
         --------------------------------------------------------------
         Total Iterations: 16
         Avg Convergence Rate: 		         0.5355
         Final Residual: 		   5.415137e-05
         Total Reduction in Residual: 	   4.579166e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.180166
    setup: 0.138297 s
    solve: 0.0418693 s
    solve(per iteration): 0.00261683 s
resid in solve_px: 5.42e-05
time p: 4.97e-02
time Smag or Wale: 4.77e-07

comm_min_pans:  -1.06e+03, pk_max: 1.37e+03, u2prim_max: 3.79e+00, v2prim_max: 1.08e+00, w2prim_max: 2.11e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5359418183425764 1.0643270695686424 0.6567738120133324
yplus, min,max,mean 27.859173470746182 55.325543642818566 34.140227415930134
uplus, min,max,mean 15.046768316970562 34.39544934359035 25.043146673501003
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        65870            694228   0.00016         0.0181
           2(D)         6822            146922   0.00316        0.00354
           3(D)          181               607    0.0185        1.9e-05
         --------------------------------------------------------------
         Grid Complexity: 1.30807
         Operator Complexity: 1.52149
         Total Memory Usage: 0.0459407 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.710037e+00
              0             1.82349   1.995674e-02         0.0054
              1              1.8235   1.362084e-03         0.0683
              2              1.8235   1.724626e-04         0.1266
         --------------------------------------------------------------
         Total Iterations: 3
         Avg Convergence Rate: 		         0.0360
         Final Residual: 		   1.724626e-04
         Total Reduction in Residual: 	   4.648541e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0297826
    setup: 0.025361 s
    solve: 0.00442163 s
    solve(per iteration): 0.00147388 s
resid in solve_pyamgx: 1.72e-04
time solve_pyamgx: 3.41e-02
time k: 4.68e-02
modify_eps, ustar[-2,-2],[2,2] 0.6300269619511958 0.6129635785804982
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        66096            695816  0.000159         0.0181
           2(D)         6737            141089   0.00311        0.00341
           3(D)          139               417    0.0216       1.35e-05
         --------------------------------------------------------------
         Grid Complexity: 1.30849
         Operator Complexity: 1.51874
         Total Memory Usage: 0.0458471 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   4.023227e+02
              0             1.82349   1.970820e-01         0.0005
              1              1.8235   4.588463e-02         0.2328
              2              1.8235   1.064659e-02         0.2320
         --------------------------------------------------------------
         Total Iterations: 3
         Avg Convergence Rate: 		         0.0298
         Final Residual: 		   1.064659e-02
         Total Reduction in Residual: 	   2.646282e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0298758
    setup: 0.025433 s
    solve: 0.00444282 s
    solve(per iteration): 0.00148094 s
resid in solve_pyamgx: 1.06e-02
time solve_pyamgx: 3.42e-02
time eps: 4.13e-02

--time step: 129, iter:1, max residual:2.11e-07, u:3.46e-09, v:7.32e-10, w:2.03e-09, p:2.11e-07, k:1.05e-10, eps:5.08e-12, om:0.00e+00


monitor time step: 129, iter:1, u: 1.66e+01, v:-2.43e-01, w: 3.32e+00, p: 9.06e+00, k: 1.33e+00, eps: 1.94e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  1, umax: 3.44e+01, vismax: 4.79e+02, kmin: 1.92e-02, epsmin: 2.06e-01, ommin: 1.00e+00, fkmax: 4.93e+00

time one iteration: 1.97e-01
vismean_mean 1.2307692307692307e-18
modify_u, ustar[-2,-2],[2,2] 0.6300269619511958 0.6129635785804982
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05          0.024
           1(D)        20556            218558  0.000517        0.00568
           2(D)         1881              8799   0.00249       0.000253
         --------------------------------------------------------------
         Grid Complexity: 1.09485
         Operator Complexity: 1.13823
         Total Memory Usage: 0.0299066 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.351997e+00
              0             1.82349   1.602576e-01         0.0299
              1              1.8235   1.409228e-02         0.0879
              2              1.8235   2.487668e-03         0.1765
              3              1.8235   5.859209e-04         0.2355
              4              1.8235   1.332234e-04         0.2274
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1200
         Final Residual: 		   1.332234e-04
         Total Reduction in Residual: 	   2.489228e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0230721
    setup: 0.0169882 s
    solve: 0.00608387 s
    solve(per iteration): 0.00121677 s
resid in solve_pyamgx: 1.33e-04
time solve_pyamgx: 2.75e-02
time u: 3.35e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.443930e+00
              0             1.82349   9.190497e-02         0.0267
              1              1.8235   3.631895e-03         0.0395
              2              1.8235   5.426215e-04         0.1494
              3              1.8235   1.002028e-04         0.1847
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0734
         Final Residual: 		   1.002028e-04
         Total Reduction in Residual: 	   2.909548e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0218491
    setup: 0.0169882 s
    solve: 0.00486093 s
    solve(per iteration): 0.00121523 s
resid in solve_pyamgx: 1.00e-04
time solve_pyamgx: 5.27e-03
time v: 7.50e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   4.340064e+00
              0             1.82349   1.081590e-01         0.0249
              1              1.8235   8.072101e-03         0.0746
              2              1.8235   1.433532e-03         0.1776
              3              1.8235   3.326720e-04         0.2321
              4              1.8235   7.756997e-05         0.2332
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1123
         Final Residual: 		   7.756997e-05
         Total Reduction in Residual: 	   1.787300e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0230402
    setup: 0.0169882 s
    solve: 0.00605197 s
    solve(per iteration): 0.00121039 s
resid in solve_pyamgx: 7.76e-05
time solve_pyamgx: 6.54e-03
time w: 8.17e-03
area_out 3.2
flow_in 86.76586881112289 flow_out 86.76453557638177 area_out 3.2 flow_out_new 86.7658688111229 uinc: 0.0004166358565971251
xp.sum(su3d) -1.589661735579284e-11
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   4.074969e+00
              0             1.82349   1.795565e+00         0.4406
              1              1.8235   8.396642e-01         0.4676
              2              1.8235   4.107435e-01         0.4892
              3              1.8235   2.115823e-01         0.5151
              4              1.8235   1.124470e-01         0.5315
              5              1.8235   5.956062e-02         0.5297
              6              1.8235   3.183205e-02         0.5344
              7              1.8235   1.771556e-02         0.5565
              8              1.8235   9.904878e-03         0.5591
              9              1.8235   5.548551e-03         0.5602
             10              1.8235   3.831237e-03         0.6905
             11              1.8235   2.316024e-03         0.6045
             12              1.8235   1.307168e-03         0.5644
             13              1.8235   7.106091e-04         0.5436
             14              1.8235   3.832542e-04         0.5393
             15              1.8235   2.010986e-04         0.5247
         --------------------------------------------------------------
         Total Iterations: 16
         Avg Convergence Rate: 		         0.5381
         Final Residual: 		   2.010986e-04
         Total Reduction in Residual: 	   4.934973e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.180104
    setup: 0.138297 s
    solve: 0.0418067 s
    solve(per iteration): 0.00261292 s
resid in solve_px: 2.01e-04
time p: 4.94e-02
time Smag or Wale: 4.77e-07

comm_min_pans:  -1.08e+03, pk_max: 1.36e+03, u2prim_max: 3.79e+00, v2prim_max: 1.08e+00, w2prim_max: 2.10e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.53633056715199 1.0642555845918782 0.6568700841062425
yplus, min,max,mean 27.8793812995577 55.32182773131461 34.145231804177094
uplus, min,max,mean 14.84162258447189 32.73643542345202 25.053926866040413
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        65880            693392   0.00016         0.0181
           2(D)         6778            147428   0.00321        0.00355
           3(D)          166               586    0.0213       1.81e-05
         --------------------------------------------------------------
         Grid Complexity: 1.30787
         Operator Complexity: 1.52127
         Total Memory Usage: 0.0459304 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.968690e+00
              0             1.82349   4.352021e-02         0.0110
              1              1.8235   7.888307e-03         0.1813
              2              1.8235   1.959831e-03         0.2484
              3              1.8235   5.696341e-04         0.2907
              4              1.8235   1.786143e-04         0.3136
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1351
         Final Residual: 		   1.786143e-04
         Total Reduction in Residual: 	   4.500585e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0326422
    setup: 0.025391 s
    solve: 0.00725123 s
    solve(per iteration): 0.00145025 s
resid in solve_pyamgx: 1.79e-04
time solve_pyamgx: 3.70e-02
time k: 5.00e-02
modify_eps, ustar[-2,-2],[2,2] 0.6300257125519207 0.6112247289109486
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        66010            695476   0.00016         0.0181
           2(D)         6685            140833   0.00315         0.0034
           3(D)          139               489    0.0253       1.51e-05
         --------------------------------------------------------------
         Grid Complexity: 1.30791
         Operator Complexity: 1.51842
         Total Memory Usage: 0.0458281 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   6.506350e+02
              0             1.82349   1.704174e+00         0.0026
              1              1.8235   3.495429e-01         0.2051
              2              1.8235   8.263515e-02         0.2364
              3              1.8235   2.213012e-02         0.2678
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0764
         Final Residual: 		   2.213012e-02
         Total Reduction in Residual: 	   3.401312e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0312462
    setup: 0.0254181 s
    solve: 0.00582813 s
    solve(per iteration): 0.00145703 s
resid in solve_pyamgx: 2.21e-02
time solve_pyamgx: 3.57e-02
time eps: 4.27e-02

--time step: 130, iter:0, max residual:6.82e-07, u:1.04e-07, v:7.83e-08, w:6.06e-08, p:6.82e-07, k:1.09e-10, eps:1.06e-11, om:0.00e+00


monitor time step: 130, iter:0, u: 1.67e+01, v:-2.27e-01, w: 3.27e+00, p: 8.32e+00, k: 1.33e+00, eps: 1.94e+02, om: 1.00e+00


-- cfl_max_x: 4.30e-01, cfl_max_y: 6.35e-01, at i= 27, j= 75


No of points cfl_x > 1:  0, No of points cfl_y > 1:  0


--time step:  1.17e-03, iter:  0, umax: 3.44e+01, vismax: 4.79e+02, kmin: 1.90e-02, epsmin: 2.04e-01, ommin: 1.00e+00, fkmax: 4.47e+00

time one iteration: 2.00e-01
time every 10th time steps: 3.99e+00
modify_u, ustar[-2,-2],[2,2] 0.6300257125519207 0.6112247289109486
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05          0.024
           1(D)        20521            218353  0.000519        0.00567
           2(D)         1924              9196   0.00248       0.000263
         --------------------------------------------------------------
         Grid Complexity: 1.09489
         Operator Complexity: 1.13835
         Total Memory Usage: 0.029911 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   1.099597e-01
              0             1.82349   3.622522e-03         0.0329
              1              1.8235   3.866293e-04         0.1067
              2              1.8235   7.056030e-05         0.1825
              3              1.8235   1.786191e-05         0.2531
              4              1.8235   4.414111e-06         0.2471
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1320
         Final Residual: 		   4.414111e-06
         Total Reduction in Residual: 	   4.014300e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0231678
    setup: 0.0170955 s
    solve: 0.00607232 s
    solve(per iteration): 0.00121446 s
resid in solve_pyamgx: 4.41e-06
time solve_pyamgx: 2.76e-02
time u: 3.20e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   6.442667e-02
              0             1.82349   2.071325e-03         0.0322
              1              1.8235   2.224697e-04         0.1074
              2              1.8235   3.990789e-05         0.1794
              3              1.8235   1.138932e-05         0.2854
              4              1.8235   3.110877e-06         0.2731
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1370
         Final Residual: 		   3.110877e-06
         Total Reduction in Residual: 	   4.828555e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0232106
    setup: 0.0170955 s
    solve: 0.00611517 s
    solve(per iteration): 0.00122303 s
resid in solve_pyamgx: 3.11e-06
time solve_pyamgx: 6.59e-03
time v: 8.85e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   7.265763e-02
              0             1.82349   2.333564e-03         0.0321
              1              1.8235   2.496003e-04         0.1070
              2              1.8235   4.304523e-05         0.1725
              3              1.8235   1.053834e-05         0.2448
              4              1.8235   2.593012e-06         0.2461
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1290
         Final Residual: 		   2.593012e-06
         Total Reduction in Residual: 	   3.568809e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0231534
    setup: 0.0170955 s
    solve: 0.00605798 s
    solve(per iteration): 0.0012116 s
resid in solve_pyamgx: 2.59e-06
time solve_pyamgx: 6.48e-03
time w: 8.11e-03
area_out 3.2
flow_in 86.76586881112289 flow_out 86.76453554738009 area_out 3.2 flow_out_new 86.76586881112289 uinc: 0.0004166449196230104
xp.sum(su3d) -3.5060843117662444e-13
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   1.193207e+00
              0             1.82349   7.080192e-01         0.5934
              1              1.8235   3.271863e-01         0.4621
              2              1.8235   1.584539e-01         0.4843
              3              1.8235   7.778401e-02         0.4909
              4              1.8235   3.876026e-02         0.4983
              5              1.8235   1.991069e-02         0.5137
              6              1.8235   1.052098e-02         0.5284
              7              1.8235   5.657306e-03         0.5377
              8              1.8235   3.071386e-03         0.5429
              9              1.8235   1.673422e-03         0.5448
             10              1.8235   1.133598e-03         0.6774
             11              1.8235   6.641092e-04         0.5858
             12              1.8235   3.676732e-04         0.5536
             13              1.8235   1.959933e-04         0.5331
             14              1.8235   1.035272e-04         0.5282
             15              1.8235   5.381311e-05         0.5198
         --------------------------------------------------------------
         Total Iterations: 16
         Avg Convergence Rate: 		         0.5350
         Final Residual: 		   5.381311e-05
         Total Reduction in Residual: 	   4.509955e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.18014
    setup: 0.138297 s
    solve: 0.0418427 s
    solve(per iteration): 0.00261517 s
resid in solve_px: 5.38e-05
time p: 4.98e-02
time Smag or Wale: 4.77e-07

comm_min_pans:  -1.09e+03, pk_max: 1.36e+03, u2prim_max: 3.79e+00, v2prim_max: 1.08e+00, w2prim_max: 2.10e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5381080479884479 1.0786580907752936 0.6572224897951202
yplus, min,max,mean 27.97177779721662 56.070494665755604 34.16355045534876
uplus, min,max,mean 14.83340692471842 32.80330040996796 25.04033650947072
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        65869            693621   0.00016         0.0181
           2(D)         6802            146812   0.00317        0.00354
           3(D)          171               581    0.0199       1.81e-05
         --------------------------------------------------------------
         Grid Complexity: 1.30794
         Operator Complexity: 1.52103
         Total Memory Usage: 0.0459226 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.059813e+00
              0             1.82349   1.786408e-02         0.0058
              1              1.8235   1.326767e-03         0.0743
              2              1.8235   1.589058e-04         0.1198
              3              1.8235   4.681262e-05         0.2946
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0625
         Final Residual: 		   4.681262e-05
         Total Reduction in Residual: 	   1.529918e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0312099
    setup: 0.0253569 s
    solve: 0.00585302 s
    solve(per iteration): 0.00146326 s
resid in solve_pyamgx: 4.68e-05
time solve_pyamgx: 3.56e-02
time k: 4.83e-02
modify_eps, ustar[-2,-2],[2,2] 0.6300251165097881 0.6109473444452541
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        65897            696157   0.00016         0.0181
           2(D)         6631            141425   0.00322        0.00341
           3(D)          117               335    0.0245        1.1e-05
         --------------------------------------------------------------
         Grid Complexity: 1.30711
         Operator Complexity: 1.51911
         Total Memory Usage: 0.0458435 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.135413e+02
              0             1.82349   1.633823e-01         0.0008
              1              1.8235   3.792444e-02         0.2321
              2              1.8235   9.028230e-03         0.2381
         --------------------------------------------------------------
         Total Iterations: 3
         Avg Convergence Rate: 		         0.0348
         Final Residual: 		   9.028230e-03
         Total Reduction in Residual: 	   4.227861e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0298122
    setup: 0.025385 s
    solve: 0.00442726 s
    solve(per iteration): 0.00147575 s
resid in solve_pyamgx: 9.03e-03
time solve_pyamgx: 3.42e-02
time eps: 4.14e-02

--time step: 130, iter:1, max residual:2.08e-07, u:3.45e-09, v:2.43e-09, w:2.03e-09, p:2.08e-07, k:2.86e-11, eps:4.30e-12, om:0.00e+00


monitor time step: 130, iter:1, u: 1.67e+01, v:-2.34e-01, w: 3.28e+00, p: 8.35e+00, k: 1.33e+00, eps: 1.94e+02, om: 1.00e+00


-- cfl_max_x: 4.30e-01, cfl_max_y: 6.31e-01, at i= 27, j= 75


No of points cfl_x > 1:  0, No of points cfl_y > 1:  0


--time step:  1.17e-03, iter:  1, umax: 3.44e+01, vismax: 4.82e+02, kmin: 1.90e-02, epsmin: 2.04e-01, ommin: 1.00e+00, fkmax: 4.91e+00

time one iteration: 1.97e-01
vismean_mean 1.2213740458015266e-18
modify_u, ustar[-2,-2],[2,2] 0.6300251165097881 0.6109473444452541
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05          0.024
           1(D)        20509            218355  0.000519        0.00567
           2(D)         1866              8632   0.00248       0.000249
         --------------------------------------------------------------
         Grid Complexity: 1.09459
         Operator Complexity: 1.13801
         Total Memory Usage: 0.0298952 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.384216e+00
              0             1.82349   1.614939e-01         0.0300
              1              1.8235   1.401207e-02         0.0868
              2              1.8235   2.444773e-03         0.1745
              3              1.8235   5.624073e-04         0.2300
              4              1.8235   1.285248e-04         0.2285
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1190
         Final Residual: 		   1.285248e-04
         Total Reduction in Residual: 	   2.387066e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0231504
    setup: 0.0170474 s
    solve: 0.00610304 s
    solve(per iteration): 0.00122061 s
resid in solve_pyamgx: 1.29e-04
time solve_pyamgx: 2.75e-02
time u: 3.36e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.463463e+00
              0             1.82349   9.254797e-02         0.0267
              1              1.8235   3.640070e-03         0.0393
              2              1.8235   5.476995e-04         0.1505
              3              1.8235   1.012517e-04         0.1849
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0735
         Final Residual: 		   1.012517e-04
         Total Reduction in Residual: 	   2.923425e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0219071
    setup: 0.0170474 s
    solve: 0.00485974 s
    solve(per iteration): 0.00121494 s
resid in solve_pyamgx: 1.01e-04
time solve_pyamgx: 5.27e-03
time v: 7.47e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   4.361912e+00
              0             1.82349   1.089126e-01         0.0250
              1              1.8235   8.077607e-03         0.0742
              2              1.8235   1.428584e-03         0.1769
              3              1.8235   3.267194e-04         0.2287
              4              1.8235   7.619156e-05         0.2332
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1118
         Final Residual: 		   7.619156e-05
         Total Reduction in Residual: 	   1.746747e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0231127
    setup: 0.0170474 s
    solve: 0.00606528 s
    solve(per iteration): 0.00121306 s
resid in solve_pyamgx: 7.62e-05
time solve_pyamgx: 6.55e-03
time w: 8.21e-03
area_out 3.2
flow_in 86.76586881112287 flow_out 86.76453559324939 area_out 3.2 flow_out_new 86.76586881112287 uinc: 0.0004166305854624852
xp.sum(su3d) 1.2617906719469829e-11
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   4.094896e+00
              0             1.82349   1.797519e+00         0.4390
              1              1.8235   8.371075e-01         0.4657
              2              1.8235   4.086011e-01         0.4881
              3              1.8235   2.087559e-01         0.5109
              4              1.8235   1.101112e-01         0.5275
              5              1.8235   5.795244e-02         0.5263
              6              1.8235   3.075618e-02         0.5307
              7              1.8235   1.700809e-02         0.5530
              8              1.8235   9.486531e-03         0.5578
              9              1.8235   5.304911e-03         0.5592
             10              1.8235   3.663120e-03         0.6905
             11              1.8235   2.215732e-03         0.6049
             12              1.8235   1.250616e-03         0.5644
             13              1.8235   6.791251e-04         0.5430
             14              1.8235   3.660120e-04         0.5389
             15              1.8235   1.912047e-04         0.5224
         --------------------------------------------------------------
         Total Iterations: 16
         Avg Convergence Rate: 		         0.5362
         Final Residual: 		   1.912047e-04
         Total Reduction in Residual: 	   4.669340e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.180367
    setup: 0.138297 s
    solve: 0.04207 s
    solve(per iteration): 0.00262938 s
resid in solve_px: 1.91e-04
time p: 4.96e-02
time Smag or Wale: 4.77e-07

comm_min_pans:  -1.08e+03, pk_max: 1.36e+03, u2prim_max: 3.79e+00, v2prim_max: 1.08e+00, w2prim_max: 2.10e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5385776813959243 1.0866231143531726 0.6573384726266792
yplus, min,max,mean 27.996190145943213 56.484530230737164 34.16957944154361
uplus, min,max,mean 14.647593907576764 33.68164420584175 25.05059711879568
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        65863            695043   0.00016         0.0181
           2(D)         6786            145934   0.00317        0.00352
           3(D)          168               626    0.0222        1.9e-05
         --------------------------------------------------------------
         Grid Complexity: 1.30784
         Operator Complexity: 1.52139
         Total Memory Usage: 0.0459344 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.962802e+00
              0             1.82349   4.354766e-02         0.0110
              1              1.8235   7.864188e-03         0.1806
              2              1.8235   1.981143e-03         0.2519
              3              1.8235   5.581632e-04         0.2817
              4              1.8235   1.735766e-04         0.3110
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1344
         Final Residual: 		   1.735766e-04
         Total Reduction in Residual: 	   4.380149e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0328962
    setup: 0.0255529 s
    solve: 0.00734326 s
    solve(per iteration): 0.00146865 s
resid in solve_pyamgx: 1.74e-04
time solve_pyamgx: 3.72e-02
time k: 5.01e-02
modify_eps, ustar[-2,-2],[2,2] 0.6300236269582586 0.6092204668401268
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        66017            695941   0.00016         0.0181
           2(D)         6640            140714   0.00319        0.00339
           3(D)          121               355    0.0242       1.16e-05
         --------------------------------------------------------------
         Grid Complexity: 1.30767
         Operator Complexity: 1.51855
         Total Memory Usage: 0.0458301 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   6.694021e+02
              0             1.82349   1.732439e+00         0.0026
              1              1.8235   3.513021e-01         0.2028
              2              1.8235   8.380171e-02         0.2385
              3              1.8235   2.173955e-02         0.2594
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0755
         Final Residual: 		   2.173955e-02
         Total Reduction in Residual: 	   3.247608e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0312231
    setup: 0.0253501 s
    solve: 0.00587293 s
    solve(per iteration): 0.00146823 s
resid in solve_pyamgx: 2.17e-02
time solve_pyamgx: 3.58e-02
time eps: 4.28e-02

--time step: 131, iter:0, max residual:6.57e-07, u:1.00e-07, v:7.91e-08, w:5.95e-08, p:6.57e-07, k:1.06e-10, eps:1.04e-11, om:0.00e+00


monitor time step: 131, iter:0, u: 1.67e+01, v:-2.16e-01, w: 3.21e+00, p: 7.58e+00, k: 1.33e+00, eps: 1.94e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  0, umax: 3.41e+01, vismax: 4.82e+02, kmin: 1.88e-02, epsmin: 2.01e-01, ommin: 1.00e+00, fkmax: 4.52e+00

time one iteration: 2.00e-01
modify_u, ustar[-2,-2],[2,2] 0.6300236269582586 0.6092204668401268
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05          0.024
           1(D)        20550            218876  0.000518        0.00569
           2(D)         1893              8823   0.00246       0.000254
         --------------------------------------------------------------
         Grid Complexity: 1.09488
         Operator Complexity: 1.13844
         Total Memory Usage: 0.0299144 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   1.106347e-01
              0             1.82349   3.637216e-03         0.0329
              1              1.8235   3.830969e-04         0.1053
              2              1.8235   6.940651e-05         0.1812
              3              1.8235   1.699455e-05         0.2449
              4              1.8235   4.202857e-06         0.2473
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1306
         Final Residual: 		   4.202857e-06
         Total Reduction in Residual: 	   3.798860e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0231585
    setup: 0.0170263 s
    solve: 0.00613213 s
    solve(per iteration): 0.00122643 s
resid in solve_pyamgx: 4.20e-06
time solve_pyamgx: 2.75e-02
time u: 3.21e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   6.446396e-02
              0             1.82349   2.076678e-03         0.0322
              1              1.8235   2.229767e-04         0.1074
              2              1.8235   3.887857e-05         0.1744
              3              1.8235   1.090368e-05         0.2805
              4              1.8235   2.922120e-06         0.2680
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1353
         Final Residual: 		   2.922120e-06
         Total Reduction in Residual: 	   4.532952e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0231503
    setup: 0.0170263 s
    solve: 0.006124 s
    solve(per iteration): 0.0012248 s
resid in solve_pyamgx: 2.92e-06
time solve_pyamgx: 6.60e-03
time v: 8.90e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   7.240147e-02
              0             1.82349   2.337381e-03         0.0323
              1              1.8235   2.483808e-04         0.1063
              2              1.8235   4.267221e-05         0.1718
              3              1.8235   1.035442e-05         0.2427
              4              1.8235   2.509081e-06         0.2423
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1282
         Final Residual: 		   2.509081e-06
         Total Reduction in Residual: 	   3.465510e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0231191
    setup: 0.0170263 s
    solve: 0.0060928 s
    solve(per iteration): 0.00121856 s
resid in solve_pyamgx: 2.51e-06
time solve_pyamgx: 6.54e-03
time w: 8.20e-03
area_out 3.2
flow_in 86.76586881112287 flow_out 86.7645355672773 area_out 3.2 flow_out_new 86.76586881112284 uinc: 0.00041663870173902495
xp.sum(su3d) 1.9488854974269998e-11
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   1.202400e+00
              0             1.82349   7.128074e-01         0.5928
              1              1.8235   3.298865e-01         0.4628
              2              1.8235   1.598233e-01         0.4845
              3              1.8235   7.822261e-02         0.4894
              4              1.8235   3.900165e-02         0.4986
              5              1.8235   1.996492e-02         0.5119
              6              1.8235   1.052202e-02         0.5270
              7              1.8235   5.638335e-03         0.5359
              8              1.8235   3.048763e-03         0.5407
              9              1.8235   1.649766e-03         0.5411
             10              1.8235   1.112248e-03         0.6742
             11              1.8235   6.465867e-04         0.5813
             12              1.8235   3.563283e-04         0.5511
             13              1.8235   1.895594e-04         0.5320
             14              1.8235   1.000672e-04         0.5279
             15              1.8235   5.225237e-05         0.5222
         --------------------------------------------------------------
         Total Iterations: 16
         Avg Convergence Rate: 		         0.5338
         Final Residual: 		   5.225237e-05
         Total Reduction in Residual: 	   4.345675e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.180465
    setup: 0.138297 s
    solve: 0.0421684 s
    solve(per iteration): 0.00263553 s
resid in solve_px: 5.23e-05
time p: 5.01e-02
time Smag or Wale: 4.77e-07

comm_min_pans:  -1.05e+03, pk_max: 1.35e+03, u2prim_max: 3.79e+00, v2prim_max: 1.08e+00, w2prim_max: 2.10e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5402505523985754 1.089571962177277 0.6576790919735517
yplus, min,max,mean 28.0831488453057 56.63781639027705 34.18728541847475
uplus, min,max,mean 14.65755802105029 33.737918485451225 25.03742317052283
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 5
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        65828            693370   0.00016         0.0181
           2(D)         6828            146510   0.00314        0.00353
           3(D)          169               569    0.0199       1.91e-05
           4(D)            2                 2       0.5       1.19e-07
         --------------------------------------------------------------
         Grid Complexity: 1.30788
         Operator Complexity: 1.52068
         Total Memory Usage: 0.0459105 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.096317e+00
              0             1.82349   1.645562e-02         0.0053
              1              1.8235   1.059356e-03         0.0644
              2              1.8235   1.607540e-04         0.1517
              3              1.8235   5.081947e-05         0.3161
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0636
         Final Residual: 		   5.081947e-05
         Total Reduction in Residual: 	   1.641288e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0323686
    setup: 0.0263168 s
    solve: 0.00605184 s
    solve(per iteration): 0.00151296 s
resid in solve_pyamgx: 5.08e-05
time solve_pyamgx: 3.67e-02
time k: 4.94e-02
modify_eps, ustar[-2,-2],[2,2] 0.6300229285077681 0.6090032217641521
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        66008            694644  0.000159         0.0181
           2(D)         6652            138880   0.00314        0.00335
           3(D)          116               342    0.0254       1.11e-05
         --------------------------------------------------------------
         Grid Complexity: 1.30766
         Operator Complexity: 1.5166
         Total Memory Usage: 0.0457598 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.227498e+02
              0             1.82349   1.697169e-01         0.0008
              1              1.8235   4.295092e-02         0.2531
              2              1.8235   1.129618e-02         0.2630
              3              1.8235   3.219007e-03         0.2850
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0617
         Final Residual: 		   3.219007e-03
         Total Reduction in Residual: 	   1.445122e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0314724
    setup: 0.0256131 s
    solve: 0.00585933 s
    solve(per iteration): 0.00146483 s
resid in solve_pyamgx: 3.22e-03
time solve_pyamgx: 3.59e-02
time eps: 4.29e-02

--time step: 131, iter:1, max residual:2.02e-07, u:3.28e-09, v:2.28e-09, w:1.96e-09, p:2.02e-07, k:3.10e-11, eps:1.53e-12, om:0.00e+00


monitor time step: 131, iter:1, u: 1.67e+01, v:-2.23e-01, w: 3.23e+00, p: 7.62e+00, k: 1.33e+00, eps: 1.94e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  1, umax: 3.42e+01, vismax: 4.90e+02, kmin: 1.88e-02, epsmin: 2.01e-01, ommin: 1.00e+00, fkmax: 4.97e+00

time one iteration: 2.00e-01
vismean_mean 1.2121212121212121e-18
modify_u, ustar[-2,-2],[2,2] 0.6300229285077681 0.6090032217641521
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05          0.024
           1(D)        20527            218179  0.000518        0.00567
           2(D)         1879              8705   0.00247       0.000251
         --------------------------------------------------------------
         Grid Complexity: 1.09472
         Operator Complexity: 1.13795
         Total Memory Usage: 0.0298944 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.416314e+00
              0             1.82349   1.626600e-01         0.0300
              1              1.8235   1.405341e-02         0.0864
              2              1.8235   2.462380e-03         0.1752
              3              1.8235   5.479711e-04         0.2225
              4              1.8235   1.245334e-04         0.2273
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1181
         Final Residual: 		   1.245334e-04
         Total Reduction in Residual: 	   2.299227e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0225121
    setup: 0.0163971 s
    solve: 0.00611501 s
    solve(per iteration): 0.001223 s
resid in solve_pyamgx: 1.25e-04
time solve_pyamgx: 2.70e-02
time u: 3.33e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.483382e+00
              0             1.82349   9.321976e-02         0.0268
              1              1.8235   3.673250e-03         0.0394
              2              1.8235   5.520339e-04         0.1503
              3              1.8235   1.023094e-04         0.1853
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0736
         Final Residual: 		   1.023094e-04
         Total Reduction in Residual: 	   2.937071e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0213143
    setup: 0.0163971 s
    solve: 0.00491725 s
    solve(per iteration): 0.00122931 s
resid in solve_pyamgx: 1.02e-04
time solve_pyamgx: 5.35e-03
time v: 7.53e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   4.384326e+00
              0             1.82349   1.097495e-01         0.0250
              1              1.8235   8.174872e-03         0.0745
              2              1.8235   1.461471e-03         0.1788
              3              1.8235   3.357730e-04         0.2298
              4              1.8235   7.644805e-05         0.2277
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1118
         Final Residual: 		   7.644805e-05
         Total Reduction in Residual: 	   1.743667e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0225452
    setup: 0.0163971 s
    solve: 0.0061481 s
    solve(per iteration): 0.00122962 s
resid in solve_pyamgx: 7.64e-05
time solve_pyamgx: 6.60e-03
time w: 8.26e-03
area_out 3.2
flow_in 86.7658688111229 flow_out 86.76453561243287 area_out 3.2 flow_out_new 86.7658688111229 uinc: 0.00041662459063562807
xp.sum(su3d) -2.6362911853539117e-11
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   4.111754e+00
              0             1.82349   1.798208e+00         0.4373
              1              1.8235   8.343296e-01         0.4640
              2              1.8235   4.056503e-01         0.4862
              3              1.8235   2.053172e-01         0.5061
              4              1.8235   1.076414e-01         0.5243
              5              1.8235   5.622327e-02         0.5223
              6              1.8235   2.958022e-02         0.5261
              7              1.8235   1.623870e-02         0.5490
              8              1.8235   9.032232e-03         0.5562
              9              1.8235   5.036813e-03         0.5576
             10              1.8235   3.474880e-03         0.6899
             11              1.8235   2.098490e-03         0.6039
             12              1.8235   1.182516e-03         0.5635
             13              1.8235   6.412594e-04         0.5423
             14              1.8235   3.451265e-04         0.5382
             15              1.8235   1.801941e-04         0.5221
         --------------------------------------------------------------
         Total Iterations: 16
         Avg Convergence Rate: 		         0.5341
         Final Residual: 		   1.801941e-04
         Total Reduction in Residual: 	   4.382415e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.180307
    setup: 0.138297 s
    solve: 0.0420104 s
    solve(per iteration): 0.00262565 s
resid in solve_px: 1.80e-04
time p: 4.96e-02
time Smag or Wale: 9.54e-07

comm_min_pans:  -1.08e+03, pk_max: 1.35e+03, u2prim_max: 3.80e+00, v2prim_max: 1.07e+00, w2prim_max: 2.10e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5407759484514576 1.0913023152212953 0.6577643941035383
yplus, min,max,mean 28.110459831829118 56.72776310458275 34.19171956926386
uplus, min,max,mean 14.504406365055788 34.237614144533296 25.048612420984842
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 5
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        65887            694209   0.00016         0.0181
           2(D)         6824            146606   0.00315        0.00353
           3(D)          168               596    0.0211       1.96e-05
           4(D)            2                 2       0.5       1.19e-07
         --------------------------------------------------------------
         Grid Complexity: 1.30811
         Operator Complexity: 1.52128
         Total Memory Usage: 0.0459348 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.085084e+00
              0             1.82349   4.323140e-02         0.0140
              1              1.8235   7.848691e-03         0.1816
              2              1.8235   1.963215e-03         0.2501
              3              1.8235   5.541988e-04         0.2823
              4              1.8235   1.681172e-04         0.3034
              5              1.8235   5.481798e-05         0.3261
         --------------------------------------------------------------
         Total Iterations: 6
         Avg Convergence Rate: 		         0.1615
         Final Residual: 		   5.481798e-05
         Total Reduction in Residual: 	   1.776872e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0353653
    setup: 0.0262671 s
    solve: 0.00909821 s
    solve(per iteration): 0.00151637 s
resid in solve_pyamgx: 5.48e-05
time solve_pyamgx: 3.97e-02
time k: 5.23e-02
modify_eps, ustar[-2,-2],[2,2] 0.6300212006964252 0.607311161303919
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        65887            694193   0.00016         0.0181
           2(D)         6613            138813   0.00317        0.00335
           3(D)          142               422    0.0209       1.37e-05
         --------------------------------------------------------------
         Grid Complexity: 1.3071
         Operator Complexity: 1.51633
         Total Memory Usage: 0.0457428 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   4.483120e+02
              0             1.82349   1.701423e+00         0.0038
              1              1.8235   3.464537e-01         0.2036
              2              1.8235   8.002076e-02         0.2310
              3              1.8235   2.041796e-02         0.2552
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0822
         Final Residual: 		   2.041796e-02
         Total Reduction in Residual: 	   4.554409e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0313174
    setup: 0.0254683 s
    solve: 0.00584909 s
    solve(per iteration): 0.00146227 s
resid in solve_pyamgx: 2.04e-02
time solve_pyamgx: 3.56e-02
time eps: 4.26e-02

--time step: 132, iter:0, max residual:6.27e-07, u:9.73e-08, v:7.99e-08, w:5.97e-08, p:6.27e-07, k:3.35e-11, eps:9.74e-12, om:0.00e+00


monitor time step: 132, iter:0, u: 1.68e+01, v:-2.03e-01, w: 3.14e+00, p: 6.84e+00, k: 1.33e+00, eps: 1.94e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  0, umax: 3.46e+01, vismax: 4.90e+02, kmin: 1.87e-02, epsmin: 1.98e-01, ommin: 1.00e+00, fkmax: 4.56e+00

time one iteration: 2.02e-01
modify_u, ustar[-2,-2],[2,2] 0.6300212006964252 0.607311161303919
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05          0.024
           1(D)        20528            218442  0.000518        0.00568
           2(D)         1902              8806   0.00243       0.000254
         --------------------------------------------------------------
         Grid Complexity: 1.09482
         Operator Complexity: 1.13817
         Total Memory Usage: 0.0299036 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   1.103467e-01
              0             1.82349   3.644225e-03         0.0330
              1              1.8235   3.835539e-04         0.1052
              2              1.8235   6.830283e-05         0.1781
              3              1.8235   1.702355e-05         0.2492
              4              1.8235   4.294276e-06         0.2523
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1312
         Final Residual: 		   4.294276e-06
         Total Reduction in Residual: 	   3.891623e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0224137
    setup: 0.0162779 s
    solve: 0.00613581 s
    solve(per iteration): 0.00122716 s
resid in solve_pyamgx: 4.29e-06
time solve_pyamgx: 2.67e-02
time u: 3.11e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   6.409144e-02
              0             1.82349   2.072855e-03         0.0323
              1              1.8235   2.225122e-04         0.1073
              2              1.8235   3.909855e-05         0.1757
              3              1.8235   1.091773e-05         0.2792
              4              1.8235   2.824850e-06         0.2587
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1345
         Final Residual: 		   2.824850e-06
         Total Reduction in Residual: 	   4.407531e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0224051
    setup: 0.0162779 s
    solve: 0.00612723 s
    solve(per iteration): 0.00122545 s
resid in solve_pyamgx: 2.82e-06
time solve_pyamgx: 6.54e-03
time v: 8.79e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   7.130208e-02
              0             1.82349   2.325789e-03         0.0326
              1              1.8235   2.482974e-04         0.1068
              2              1.8235   4.327099e-05         0.1743
              3              1.8235   1.054556e-05         0.2437
              4              1.8235   2.569611e-06         0.2437
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1292
         Final Residual: 		   2.569611e-06
         Total Reduction in Residual: 	   3.603837e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0224302
    setup: 0.0162779 s
    solve: 0.00615229 s
    solve(per iteration): 0.00123046 s
resid in solve_pyamgx: 2.57e-06
time solve_pyamgx: 6.60e-03
time w: 8.26e-03
area_out 3.2
flow_in 86.7658688111229 flow_out 86.76453559008613 area_out 3.2 flow_out_new 86.76586881112293 uinc: 0.00041663157399174366
xp.sum(su3d) -2.821654021545328e-11
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   1.209570e+00
              0             1.82349   7.179302e-01         0.5935
              1              1.8235   3.320047e-01         0.4624
              2              1.8235   1.607138e-01         0.4841
              3              1.8235   7.853198e-02         0.4886
              4              1.8235   3.931512e-02         0.5006
              5              1.8235   2.011956e-02         0.5118
              6              1.8235   1.059002e-02         0.5264
              7              1.8235   5.661197e-03         0.5346
              8              1.8235   3.056173e-03         0.5398
              9              1.8235   1.647492e-03         0.5391
             10              1.8235   1.107131e-03         0.6720
             11              1.8235   6.399943e-04         0.5781
             12              1.8235   3.518580e-04         0.5498
             13              1.8235   1.871368e-04         0.5319
             14              1.8235   9.894936e-05         0.5288
             15              1.8235   5.187719e-05         0.5243
         --------------------------------------------------------------
         Total Iterations: 16
         Avg Convergence Rate: 		         0.5334
         Final Residual: 		   5.187719e-05
         Total Reduction in Residual: 	   4.288895e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.180419
    setup: 0.138297 s
    solve: 0.0421218 s
    solve(per iteration): 0.00263261 s
resid in solve_px: 5.19e-05
time p: 4.98e-02
time Smag or Wale: 4.77e-07

comm_min_pans:  -1.09e+03, pk_max: 1.34e+03, u2prim_max: 3.80e+00, v2prim_max: 1.07e+00, w2prim_max: 2.10e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5422859825994656 1.082489301705701 0.6579195292556722
yplus, min,max,mean 28.188953992643444 56.269647570530445 34.19978376012711
uplus, min,max,mean 14.499652439652762 34.27900591787967 25.042488380291363
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        66012            696288   0.00016         0.0181
           2(D)         6760            146896   0.00321        0.00354
           3(D)          175               647    0.0211       1.97e-05
         --------------------------------------------------------------
         Grid Complexity: 1.30839
         Operator Complexity: 1.52277
         Total Memory Usage: 0.045991 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.148154e+00
              0             1.82349   2.001957e-02         0.0064
              1              1.8235   1.338937e-03         0.0669
              2              1.8235   1.613661e-04         0.1205
              3              1.8235   4.685766e-05         0.2904
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0621
         Final Residual: 		   4.685766e-05
         Total Reduction in Residual: 	   1.488417e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0313815
    setup: 0.0254976 s
    solve: 0.0058839 s
    solve(per iteration): 0.00147098 s
resid in solve_pyamgx: 4.69e-05
time solve_pyamgx: 3.58e-02
time k: 4.84e-02
modify_eps, ustar[-2,-2],[2,2] 0.6300204010586813 0.6071537440157693
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        65919            694833   0.00016         0.0181
           2(D)         6704            141032   0.00314         0.0034
           3(D)          132               364    0.0209       1.21e-05
         --------------------------------------------------------------
         Grid Complexity: 1.30757
         Operator Complexity: 1.51806
         Total Memory Usage: 0.0458114 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.323114e+02
              0             1.82349   1.667581e-01         0.0007
              1              1.8235   3.791009e-02         0.2273
              2              1.8235   9.059557e-03         0.2390
         --------------------------------------------------------------
         Total Iterations: 3
         Avg Convergence Rate: 		         0.0339
         Final Residual: 		   9.059557e-03
         Total Reduction in Residual: 	   3.899746e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.029957
    setup: 0.0255003 s
    solve: 0.00445664 s
    solve(per iteration): 0.00148555 s
resid in solve_pyamgx: 9.06e-03
time solve_pyamgx: 3.44e-02
time eps: 4.14e-02

--time step: 132, iter:1, max residual:2.01e-07, u:3.35e-09, v:2.21e-09, w:2.01e-09, p:2.01e-07, k:2.86e-11, eps:4.32e-12, om:0.00e+00


monitor time step: 132, iter:1, u: 1.68e+01, v:-2.11e-01, w: 3.15e+00, p: 6.87e+00, k: 1.33e+00, eps: 1.94e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  1, umax: 3.46e+01, vismax: 4.97e+02, kmin: 1.87e-02, epsmin: 1.98e-01, ommin: 1.00e+00, fkmax: 4.97e+00

time one iteration: 1.96e-01
vismean_mean 1.2030075187969924e-18
modify_u, ustar[-2,-2],[2,2] 0.6300204010586813 0.6071537440157693
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05          0.024
           1(D)        20578            219160  0.000518        0.00569
           2(D)         1892              8660   0.00242        0.00025
         --------------------------------------------------------------
         Grid Complexity: 1.09499
         Operator Complexity: 1.13851
         Total Memory Usage: 0.0299186 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.448560e+00
              0             1.82349   1.639843e-01         0.0301
              1              1.8235   1.426297e-02         0.0870
              2              1.8235   2.491717e-03         0.1747
              3              1.8235   5.661303e-04         0.2272
              4              1.8235   1.303777e-04         0.2303
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1191
         Final Residual: 		   1.303777e-04
         Total Reduction in Residual: 	   2.392883e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0225734
    setup: 0.0164812 s
    solve: 0.00609226 s
    solve(per iteration): 0.00121845 s
resid in solve_pyamgx: 1.30e-04
time solve_pyamgx: 2.70e-02
time u: 3.31e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.503717e+00
              0             1.82349   9.389497e-02         0.0268
              1              1.8235   3.682827e-03         0.0392
              2              1.8235   5.554872e-04         0.1508
              3              1.8235   1.022057e-04         0.1840
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0735
         Final Residual: 		   1.022057e-04
         Total Reduction in Residual: 	   2.917064e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0213684
    setup: 0.0164812 s
    solve: 0.00488723 s
    solve(per iteration): 0.00122181 s
resid in solve_pyamgx: 1.02e-04
time solve_pyamgx: 5.37e-03
time v: 7.58e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   4.407294e+00
              0             1.82349   1.104692e-01         0.0251
              1              1.8235   8.226667e-03         0.0745
              2              1.8235   1.470092e-03         0.1787
              3              1.8235   3.330009e-04         0.2265
              4              1.8235   7.614313e-05         0.2287
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1116
         Final Residual: 		   7.614313e-05
         Total Reduction in Residual: 	   1.727662e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.022578
    setup: 0.0164812 s
    solve: 0.0060968 s
    solve(per iteration): 0.00121936 s
resid in solve_pyamgx: 7.61e-05
time solve_pyamgx: 6.53e-03
time w: 8.23e-03
area_out 3.2
flow_in 86.7658688111229 flow_out 86.76453563908544 area_out 3.2 flow_out_new 86.76586881112293 uinc: 0.0004166162617069702
xp.sum(su3d) -2.847566626940079e-11
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   4.133185e+00
              0             1.82349   1.797996e+00         0.4350
              1              1.8235   8.324239e-01         0.4630
              2              1.8235   4.028127e-01         0.4839
              3              1.8235   2.022849e-01         0.5022
              4              1.8235   1.054831e-01         0.5215
              5              1.8235   5.465612e-02         0.5182
              6              1.8235   2.849222e-02         0.5213
              7              1.8235   1.549620e-02         0.5439
              8              1.8235   8.569103e-03         0.5530
              9              1.8235   4.755897e-03         0.5550
             10              1.8235   3.273370e-03         0.6883
             11              1.8235   1.968666e-03         0.6014
             12              1.8235   1.107466e-03         0.5625
             13              1.8235   6.000668e-04         0.5418
             14              1.8235   3.231145e-04         0.5385
             15              1.8235   1.691382e-04         0.5235
         --------------------------------------------------------------
         Total Iterations: 16
         Avg Convergence Rate: 		         0.5318
         Final Residual: 		   1.691382e-04
         Total Reduction in Residual: 	   4.092200e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.180502
    setup: 0.138297 s
    solve: 0.0422052 s
    solve(per iteration): 0.00263782 s
resid in solve_px: 1.69e-04
time p: 5.00e-02
time Smag or Wale: 7.15e-07

comm_min_pans:  -1.07e+03, pk_max: 1.34e+03, u2prim_max: 3.80e+00, v2prim_max: 1.07e+00, w2prim_max: 2.10e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5428282000994387 1.0779019859460754 0.6580100617329075
yplus, min,max,mean 28.2171393867919 56.03119104196972 34.20448979332272
uplus, min,max,mean 14.357927985214129 34.33791363716 25.05360367065336
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        65794            694328   0.00016         0.0181
           2(D)         6774            147378   0.00321        0.00355
           3(D)          153               459    0.0196       1.48e-05
         --------------------------------------------------------------
         Grid Complexity: 1.30743
         Operator Complexity: 1.52174
         Total Memory Usage: 0.0459421 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.833173e+00
              0             1.82349   4.404327e-02         0.0115
              1              1.8235   7.910049e-03         0.1796
              2              1.8235   1.929403e-03         0.2439
              3              1.8235   5.359084e-04         0.2778
              4              1.8235   1.636470e-04         0.3054
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1337
         Final Residual: 		   1.636470e-04
         Total Reduction in Residual: 	   4.269230e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0328242
    setup: 0.0255484 s
    solve: 0.00727587 s
    solve(per iteration): 0.00145517 s
resid in solve_pyamgx: 1.64e-04
time solve_pyamgx: 3.72e-02
time k: 5.00e-02
modify_eps, ustar[-2,-2],[2,2] 0.6300184375848018 0.5964864211510793
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        66028            696070   0.00016         0.0181
           2(D)         6713            141967   0.00315        0.00343
           3(D)          126               342    0.0215       1.14e-05
         --------------------------------------------------------------
         Grid Complexity: 1.30805
         Operator Complexity: 1.5194
         Total Memory Usage: 0.0458653 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   6.252017e+02
              0             1.82349   1.715403e+00         0.0027
              1              1.8235   3.490322e-01         0.2035
              2              1.8235   7.889473e-02         0.2260
              3              1.8235   1.979128e-02         0.2509
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0750
         Final Residual: 		   1.979128e-02
         Total Reduction in Residual: 	   3.165583e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0313015
    setup: 0.0254442 s
    solve: 0.00585728 s
    solve(per iteration): 0.00146432 s
resid in solve_pyamgx: 1.98e-02
time solve_pyamgx: 3.57e-02
time eps: 4.28e-02

--time step: 133, iter:0, max residual:5.94e-07, u:1.02e-07, v:7.98e-08, w:5.95e-08, p:5.94e-07, k:9.99e-11, eps:9.44e-12, om:0.00e+00


monitor time step: 133, iter:0, u: 1.68e+01, v:-1.89e-01, w: 3.05e+00, p: 6.09e+00, k: 1.33e+00, eps: 1.94e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  0, umax: 3.47e+01, vismax: 4.97e+02, kmin: 1.85e-02, epsmin: 1.96e-01, ommin: 1.00e+00, fkmax: 4.58e+00

time one iteration: 2.00e-01
modify_u, ustar[-2,-2],[2,2] 0.6300184375848018 0.5964864211510793
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05          0.024
           1(D)        20538            218594  0.000518        0.00568
           2(D)         1892              8816   0.00246       0.000253
         --------------------------------------------------------------
         Grid Complexity: 1.09482
         Operator Complexity: 1.13827
         Total Memory Usage: 0.0299073 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   1.108642e-01
              0             1.82349   3.661452e-03         0.0330
              1              1.8235   3.870944e-04         0.1057
              2              1.8235   6.901955e-05         0.1783
              3              1.8235   1.713448e-05         0.2483
              4              1.8235   4.337893e-06         0.2532
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1314
         Final Residual: 		   4.337893e-06
         Total Reduction in Residual: 	   3.912798e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0224078
    setup: 0.0162624 s
    solve: 0.00614541 s
    solve(per iteration): 0.00122908 s
resid in solve_pyamgx: 4.34e-06
time solve_pyamgx: 2.68e-02
time u: 3.12e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   6.419540e-02
              0             1.82349   2.076487e-03         0.0323
              1              1.8235   2.227800e-04         0.1073
              2              1.8235   3.886071e-05         0.1744
              3              1.8235   1.077532e-05         0.2773
              4              1.8235   2.759948e-06         0.2561
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1339
         Final Residual: 		   2.759948e-06
         Total Reduction in Residual: 	   4.299293e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0223393
    setup: 0.0162624 s
    solve: 0.00607696 s
    solve(per iteration): 0.00121539 s
resid in solve_pyamgx: 2.76e-06
time solve_pyamgx: 6.48e-03
time v: 8.66e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   7.081922e-02
              0             1.82349   2.324956e-03         0.0328
              1              1.8235   2.487430e-04         0.1070
              2              1.8235   4.266612e-05         0.1715
              3              1.8235   1.019785e-05         0.2390
              4              1.8235   2.446707e-06         0.2399
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1281
         Final Residual: 		   2.446707e-06
         Total Reduction in Residual: 	   3.454863e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0223736
    setup: 0.0162624 s
    solve: 0.00611123 s
    solve(per iteration): 0.00122225 s
resid in solve_pyamgx: 2.45e-06
time solve_pyamgx: 6.60e-03
time w: 8.28e-03
area_out 3.2
flow_in 86.7658688111229 flow_out 86.76453561533077 area_out 3.2 flow_out_new 86.76586881112291 uinc: 0.00041662368504002956
xp.sum(su3d) -1.834332685746176e-11
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   1.223245e+00
              0             1.82349   7.241778e-01         0.5920
              1              1.8235   3.343505e-01         0.4617
              2              1.8235   1.613155e-01         0.4825
              3              1.8235   7.881801e-02         0.4886
              4              1.8235   3.966883e-02         0.5033
              5              1.8235   2.038761e-02         0.5139
              6              1.8235   1.073332e-02         0.5265
              7              1.8235   5.741245e-03         0.5349
              8              1.8235   3.101191e-03         0.5402
              9              1.8235   1.673205e-03         0.5395
             10              1.8235   1.123294e-03         0.6713
             11              1.8235   6.481128e-04         0.5770
             12              1.8235   3.564652e-04         0.5500
             13              1.8235   1.901857e-04         0.5335
             14              1.8235   1.007707e-04         0.5299
             15              1.8235   5.298300e-05         0.5258
         --------------------------------------------------------------
         Total Iterations: 16
         Avg Convergence Rate: 		         0.5337
         Final Residual: 		   5.298300e-05
         Total Reduction in Residual: 	   4.331347e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.180425
    setup: 0.138297 s
    solve: 0.0421284 s
    solve(per iteration): 0.00263303 s
resid in solve_px: 5.30e-05
time p: 4.98e-02
time Smag or Wale: 4.77e-07

comm_min_pans:  -1.06e+03, pk_max: 1.33e+03, u2prim_max: 3.80e+00, v2prim_max: 1.07e+00, w2prim_max: 2.10e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5441214539813171 1.0644988518855982 0.6583122567176322
yplus, min,max,mean 28.284364938155644 55.334473181816065 34.22019840611108
uplus, min,max,mean 14.358461302680379 34.362770886791886 25.041844309615964
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 5
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        65936            695434   0.00016         0.0181
           2(D)         6888            148746   0.00314        0.00358
           3(D)          152               502    0.0217       1.69e-05
           4(D)            2                 2       0.5       1.19e-07
         --------------------------------------------------------------
         Grid Complexity: 1.30852
         Operator Complexity: 1.5233
         Total Memory Usage: 0.046013 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.042434e+00
              0             1.82349   1.728199e-02         0.0057
              1              1.8235   1.234278e-03         0.0714
              2              1.8235   1.570190e-04         0.1272
              3              1.8235   4.819998e-05         0.3070
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0631
         Final Residual: 		   4.819998e-05
         Total Reduction in Residual: 	   1.584257e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0323858
    setup: 0.0262677 s
    solve: 0.00611808 s
    solve(per iteration): 0.00152952 s
resid in solve_pyamgx: 4.82e-05
time solve_pyamgx: 3.68e-02
time k: 4.95e-02
modify_eps, ustar[-2,-2],[2,2] 0.6300175374834549 0.6046053689861861
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        65947            695447   0.00016         0.0181
           2(D)         6728            140632   0.00311         0.0034
           3(D)          129               291    0.0175       1.04e-05
         --------------------------------------------------------------
         Grid Complexity: 1.30778
         Operator Complexity: 1.51815
         Total Memory Usage: 0.0458171 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.081884e+02
              0             1.82349   1.613962e-01         0.0008
              1              1.8235   3.849290e-02         0.2385
              2              1.8235   8.929021e-03         0.2320
         --------------------------------------------------------------
         Total Iterations: 3
         Avg Convergence Rate: 		         0.0350
         Final Residual: 		   8.929021e-03
         Total Reduction in Residual: 	   4.288913e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0296684
    setup: 0.0251968 s
    solve: 0.00447162 s
    solve(per iteration): 0.00149054 s
resid in solve_pyamgx: 8.93e-03
time solve_pyamgx: 3.41e-02
time eps: 4.11e-02

--time step: 133, iter:1, max residual:2.05e-07, u:3.39e-09, v:2.16e-09, w:1.91e-09, p:2.05e-07, k:2.94e-11, eps:4.26e-12, om:0.00e+00


monitor time step: 133, iter:1, u: 1.68e+01, v:-1.98e-01, w: 3.06e+00, p: 6.13e+00, k: 1.33e+00, eps: 1.94e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  1, umax: 3.47e+01, vismax: 5.01e+02, kmin: 1.85e-02, epsmin: 1.96e-01, ommin: 1.00e+00, fkmax: 4.97e+00

time one iteration: 1.97e-01
vismean_mean 1.1940298507462685e-18
modify_u, ustar[-2,-2],[2,2] 0.6300175374834549 0.6046053689861861
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05          0.024
           1(D)        20535            218065  0.000517        0.00567
           2(D)         1860              8660    0.0025       0.000249
         --------------------------------------------------------------
         Grid Complexity: 1.09468
         Operator Complexity: 1.13785
         Total Memory Usage: 0.0298904 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.480802e+00
              0             1.82349   1.654584e-01         0.0302
              1              1.8235   1.454385e-02         0.0879
              2              1.8235   2.564028e-03         0.1763
              3              1.8235   5.804692e-04         0.2264
              4              1.8235   1.362839e-04         0.2348
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1200
         Final Residual: 		   1.362839e-04
         Total Reduction in Residual: 	   2.486569e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0225219
    setup: 0.0164024 s
    solve: 0.00611949 s
    solve(per iteration): 0.0012239 s
resid in solve_pyamgx: 1.36e-04
time solve_pyamgx: 2.69e-02
time u: 3.29e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.524503e+00
              0             1.82349   9.459018e-02         0.0268
              1              1.8235   3.714328e-03         0.0393
              2              1.8235   5.615582e-04         0.1512
              3              1.8235   1.048461e-04         0.1867
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0739
         Final Residual: 		   1.048461e-04
         Total Reduction in Residual: 	   2.974776e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0212932
    setup: 0.0164024 s
    solve: 0.00489072 s
    solve(per iteration): 0.00122268 s
resid in solve_pyamgx: 1.05e-04
time solve_pyamgx: 5.34e-03
time v: 7.57e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   4.430562e+00
              0             1.82349   1.112012e-01         0.0251
              1              1.8235   8.252256e-03         0.0742
              2              1.8235   1.481600e-03         0.1795
              3              1.8235   3.398306e-04         0.2294
              4              1.8235   7.733973e-05         0.2276
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1118
         Final Residual: 		   7.733973e-05
         Total Reduction in Residual: 	   1.745596e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0224993
    setup: 0.0164024 s
    solve: 0.0060969 s
    solve(per iteration): 0.00121938 s
resid in solve_pyamgx: 7.73e-05
time solve_pyamgx: 6.51e-03
time w: 8.15e-03
area_out 3.2
flow_in 86.76586881112289 flow_out 86.76453566209317 area_out 3.2 flow_out_new 86.76586881112287 uinc: 0.0004166090717871995
xp.sum(su3d) -2.7540192348851633e-12
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   4.157204e+00
              0             1.82349   1.799891e+00         0.4330
              1              1.8235   8.325378e-01         0.4625
              2              1.8235   4.006443e-01         0.4812
              3              1.8235   1.996906e-01         0.4984
              4              1.8235   1.035122e-01         0.5184
              5              1.8235   5.329897e-02         0.5149
              6              1.8235   2.754173e-02         0.5167
              7              1.8235   1.481691e-02         0.5380
              8              1.8235   8.133547e-03         0.5489
              9              1.8235   4.486252e-03         0.5516
             10              1.8235   3.076317e-03         0.6857
             11              1.8235   1.838252e-03         0.5975
             12              1.8235   1.031706e-03         0.5612
             13              1.8235   5.588349e-04         0.5417
             14              1.8235   3.015254e-04         0.5396
             15              1.8235   1.588062e-04         0.5267
         --------------------------------------------------------------
         Total Iterations: 16
         Avg Convergence Rate: 		         0.5295
         Final Residual: 		   1.588062e-04
         Total Reduction in Residual: 	   3.820024e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.180286
    setup: 0.138297 s
    solve: 0.0419889 s
    solve(per iteration): 0.0026243 s
resid in solve_px: 1.59e-04
time p: 4.97e-02
time Smag or Wale: 9.54e-07

comm_min_pans:  -1.07e+03, pk_max: 1.32e+03, u2prim_max: 3.80e+00, v2prim_max: 1.07e+00, w2prim_max: 2.09e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5446314438809086 1.063858442211867 0.6583795240127018
yplus, min,max,mean 28.310875086449325 55.30118359033019 34.22369507529814
uplus, min,max,mean 14.241000663381826 33.966200341895714 25.053563171568214
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 5
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        65801            694591   0.00016         0.0181
           2(D)         6826            146446   0.00314        0.00353
           3(D)          170               578      0.02       1.93e-05
           4(D)            2                 2       0.5       1.19e-07
         --------------------------------------------------------------
         Grid Complexity: 1.30776
         Operator Complexity: 1.5214
         Total Memory Usage: 0.0459351 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   4.050062e+00
              0             1.82349   4.385877e-02         0.0108
              1              1.8235   7.829698e-03         0.1785
              2              1.8235   1.927717e-03         0.2462
              3              1.8235   5.252033e-04         0.2724
              4              1.8235   1.503476e-04         0.2863
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1300
         Final Residual: 		   1.503476e-04
         Total Reduction in Residual: 	   3.712231e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0339541
    setup: 0.0263171 s
    solve: 0.00763699 s
    solve(per iteration): 0.0015274 s
resid in solve_pyamgx: 1.50e-04
time solve_pyamgx: 3.83e-02
time k: 5.11e-02
modify_eps, ustar[-2,-2],[2,2] 0.6300153404893397 0.5961382912851726
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        65927            695617   0.00016         0.0181
           2(D)         6776            141670   0.00309        0.00342
           3(D)          116               328    0.0244       1.08e-05
         --------------------------------------------------------------
         Grid Complexity: 1.30785
         Operator Complexity: 1.51892
         Total Memory Usage: 0.0458458 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   6.793515e+02
              0             1.82349   1.780200e+00         0.0026
              1              1.8235   3.592943e-01         0.2018
              2              1.8235   8.422196e-02         0.2344
              3              1.8235   2.193496e-02         0.2604
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0754
         Final Residual: 		   2.193496e-02
         Total Reduction in Residual: 	   3.228809e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0313042
    setup: 0.0254446 s
    solve: 0.00585955 s
    solve(per iteration): 0.00146489 s
resid in solve_pyamgx: 2.19e-02
time solve_pyamgx: 3.57e-02
time eps: 4.27e-02

--time step: 134, iter:0, max residual:5.61e-07, u:1.06e-07, v:8.19e-08, w:6.04e-08, p:5.61e-07, k:9.18e-11, eps:1.05e-11, om:0.00e+00


monitor time step: 134, iter:0, u: 1.68e+01, v:-1.74e-01, w: 2.94e+00, p: 5.35e+00, k: 1.33e+00, eps: 1.94e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  0, umax: 3.44e+01, vismax: 5.01e+02, kmin: 1.84e-02, epsmin: 1.93e-01, ommin: 1.00e+00, fkmax: 4.58e+00

time one iteration: 2.00e-01
modify_u, ustar[-2,-2],[2,2] 0.6300153404893397 0.5961382912851726
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05          0.024
           1(D)        20540            218418  0.000518        0.00568
           2(D)         1874              8658   0.00247       0.000249
         --------------------------------------------------------------
         Grid Complexity: 1.09476
         Operator Complexity: 1.13806
         Total Memory Usage: 0.0298991 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   1.117032e-01
              0             1.82349   3.684997e-03         0.0330
              1              1.8235   3.942583e-04         0.1070
              2              1.8235   7.369973e-05         0.1869
              3              1.8235   1.888266e-05         0.2562
              4              1.8235   4.893989e-06         0.2592
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1344
         Final Residual: 		   4.893989e-06
         Total Reduction in Residual: 	   4.381242e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0225961
    setup: 0.0164335 s
    solve: 0.00616256 s
    solve(per iteration): 0.00123251 s
resid in solve_pyamgx: 4.89e-06
time solve_pyamgx: 2.70e-02
time u: 3.15e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   6.442780e-02
              0             1.82349   2.085140e-03         0.0324
              1              1.8235   2.260790e-04         0.1084
              2              1.8235   4.023720e-05         0.1780
              3              1.8235   1.144174e-05         0.2844
              4              1.8235   2.866285e-06         0.2505
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1348
         Final Residual: 		   2.866285e-06
         Total Reduction in Residual: 	   4.448833e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0225386
    setup: 0.0164335 s
    solve: 0.00610509 s
    solve(per iteration): 0.00122102 s
resid in solve_pyamgx: 2.87e-06
time solve_pyamgx: 6.52e-03
time v: 8.81e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   7.068102e-02
              0             1.82349   2.328737e-03         0.0329
              1              1.8235   2.484149e-04         0.1067
              2              1.8235   4.255322e-05         0.1713
              3              1.8235   1.036018e-05         0.2435
              4              1.8235   2.517178e-06         0.2430
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1289
         Final Residual: 		   2.517178e-06
         Total Reduction in Residual: 	   3.561320e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0225439
    setup: 0.0164335 s
    solve: 0.00611043 s
    solve(per iteration): 0.00122209 s
resid in solve_pyamgx: 2.52e-06
time solve_pyamgx: 6.61e-03
time w: 8.20e-03
area_out 3.2
flow_in 86.76586881112289 flow_out 86.76453563899148 area_out 3.2 flow_out_new 86.76586881112287 uinc: 0.00041661629106570786
xp.sum(su3d) 9.796163880082531e-12
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   1.231939e+00
              0             1.82349   7.296812e-01         0.5923
              1              1.8235   3.362861e-01         0.4609
              2              1.8235   1.614907e-01         0.4802
              3              1.8235   7.892329e-02         0.4887
              4              1.8235   3.987132e-02         0.5052
              5              1.8235   2.058511e-02         0.5163
              6              1.8235   1.082000e-02         0.5256
              7              1.8235   5.776473e-03         0.5339
              8              1.8235   3.115581e-03         0.5394
              9              1.8235   1.679900e-03         0.5392
             10              1.8235   1.124557e-03         0.6694
             11              1.8235   6.462742e-04         0.5747
             12              1.8235   3.548682e-04         0.5491
             13              1.8235   1.891531e-04         0.5330
             14              1.8235   9.996269e-05         0.5285
             15              1.8235   5.223312e-05         0.5225
         --------------------------------------------------------------
         Total Iterations: 16
         Avg Convergence Rate: 		         0.5330
         Final Residual: 		   5.223312e-05
         Total Reduction in Residual: 	   4.239913e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.180296
    setup: 0.138297 s
    solve: 0.0419993 s
    solve(per iteration): 0.00262495 s
resid in solve_px: 5.22e-05
time p: 4.95e-02
time Smag or Wale: 7.15e-07

comm_min_pans:  -1.09e+03, pk_max: 1.32e+03, u2prim_max: 3.80e+00, v2prim_max: 1.07e+00, w2prim_max: 2.09e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5456693068366628 1.0632217616941304 0.658801390184767
yplus, min,max,mean 28.364824980138604 55.26808784675876 34.245624401330865
uplus, min,max,mean 14.249257422311885 33.97631642465191 25.036944370050602
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        65739            693765  0.000161         0.0181
           2(D)         6846            147514   0.00315        0.00355
           3(D)          153               513    0.0219        1.6e-05
         --------------------------------------------------------------
         Grid Complexity: 1.3075
         Operator Complexity: 1.52151
         Total Memory Usage: 0.0459347 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.087639e+00
              0             1.82349   1.744864e-02         0.0057
              1              1.8235   1.215135e-03         0.0696
              2              1.8235   1.668406e-04         0.1373
              3              1.8235   5.242694e-05         0.3142
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0642
         Final Residual: 		   5.242694e-05
         Total Reduction in Residual: 	   1.697962e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0311538
    setup: 0.0253231 s
    solve: 0.00583069 s
    solve(per iteration): 0.00145767 s
resid in solve_pyamgx: 5.24e-05
time solve_pyamgx: 3.55e-02
time k: 4.81e-02
modify_eps, ustar[-2,-2],[2,2] 0.6300143408646935 0.5929606259092098
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        65858            695520   0.00016         0.0181
           2(D)         6739            141501   0.00312        0.00342
           3(D)          130               418    0.0247       1.32e-05
         --------------------------------------------------------------
         Grid Complexity: 1.30746
         Operator Complexity: 1.51881
         Total Memory Usage: 0.045837 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.196881e+02
              0             1.82349   1.716583e-01         0.0008
              1              1.8235   4.172611e-02         0.2431
              2              1.8235   1.031993e-02         0.2473
         --------------------------------------------------------------
         Total Iterations: 3
         Avg Convergence Rate: 		         0.0361
         Final Residual: 		   1.031993e-02
         Total Reduction in Residual: 	   4.697537e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0298501
    setup: 0.0253819 s
    solve: 0.00446819 s
    solve(per iteration): 0.0014894 s
resid in solve_pyamgx: 1.03e-02
time solve_pyamgx: 3.43e-02
time eps: 4.13e-02

--time step: 134, iter:1, max residual:2.05e-07, u:3.82e-09, v:2.24e-09, w:1.97e-09, p:2.05e-07, k:3.20e-11, eps:4.92e-12, om:0.00e+00


monitor time step: 134, iter:1, u: 1.68e+01, v:-1.83e-01, w: 2.95e+00, p: 5.39e+00, k: 1.33e+00, eps: 1.94e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  1, umax: 3.44e+01, vismax: 5.03e+02, kmin: 1.84e-02, epsmin: 1.93e-01, ommin: 1.00e+00, fkmax: 4.95e+00

time one iteration: 1.96e-01
vismean_mean 1.185185185185185e-18
modify_u, ustar[-2,-2],[2,2] 0.6300143408646935 0.5929606259092098
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05          0.024
           1(D)        20571            218855  0.000517        0.00569
           2(D)         1846              8486   0.00249       0.000245
         --------------------------------------------------------------
         Grid Complexity: 1.09477
         Operator Complexity: 1.13822
         Total Memory Usage: 0.0299054 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.512950e+00
              0             1.82349   1.666954e-01         0.0302
              1              1.8235   1.453357e-02         0.0872
              2              1.8235   2.580467e-03         0.1776
              3              1.8235   5.839871e-04         0.2263
              4              1.8235   1.380078e-04         0.2363
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1201
         Final Residual: 		   1.380078e-04
         Total Reduction in Residual: 	   2.503339e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.022499
    setup: 0.0163963 s
    solve: 0.00610269 s
    solve(per iteration): 0.00122054 s
resid in solve_pyamgx: 1.38e-04
time solve_pyamgx: 2.68e-02
time u: 3.30e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.545753e+00
              0             1.82349   9.527855e-02         0.0269
              1              1.8235   3.730138e-03         0.0391
              2              1.8235   5.716092e-04         0.1532
              3              1.8235   1.176667e-04         0.2059
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0759
         Final Residual: 		   1.176667e-04
         Total Reduction in Residual: 	   3.318525e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0212692
    setup: 0.0163963 s
    solve: 0.00487293 s
    solve(per iteration): 0.00121823 s
resid in solve_pyamgx: 1.18e-04
time solve_pyamgx: 5.35e-03
time v: 7.66e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   4.454014e+00
              0             1.82349   1.119183e-01         0.0251
              1              1.8235   8.294172e-03         0.0741
              2              1.8235   1.498429e-03         0.1807
              3              1.8235   3.469525e-04         0.2315
              4              1.8235   7.880693e-05         0.2271
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1121
         Final Residual: 		   7.880693e-05
         Total Reduction in Residual: 	   1.769346e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0224584
    setup: 0.0163963 s
    solve: 0.00606208 s
    solve(per iteration): 0.00121242 s
resid in solve_pyamgx: 7.88e-05
time solve_pyamgx: 6.49e-03
time w: 8.12e-03
area_out 3.2
flow_in 86.76586881112289 flow_out 86.76453568531637 area_out 3.2 flow_out_new 86.76586881112289 uinc: 0.00041660181453462286
xp.sum(su3d) -3.82982534574694e-12
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   4.179119e+00
              0             1.82349   1.801864e+00         0.4312
              1              1.8235   8.319088e-01         0.4617
              2              1.8235   3.984490e-01         0.4790
              3              1.8235   1.971177e-01         0.4947
              4              1.8235   1.013877e-01         0.5144
              5              1.8235   5.178037e-02         0.5107
              6              1.8235   2.647780e-02         0.5113
              7              1.8235   1.405197e-02         0.5307
              8              1.8235   7.629973e-03         0.5430
              9              1.8235   4.162409e-03         0.5455
             10              1.8235   2.832963e-03         0.6806
             11              1.8235   1.674581e-03         0.5911
             12              1.8235   9.340833e-04         0.5578
             13              1.8235   5.044288e-04         0.5400
             14              1.8235   2.724225e-04         0.5401
             15              1.8235   1.446948e-04         0.5311
         --------------------------------------------------------------
         Total Iterations: 16
         Avg Convergence Rate: 		         0.5263
         Final Residual: 		   1.446948e-04
         Total Reduction in Residual: 	   3.462329e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.180468
    setup: 0.138297 s
    solve: 0.0421712 s
    solve(per iteration): 0.0026357 s
resid in solve_px: 1.45e-04
time p: 4.99e-02
time Smag or Wale: 9.54e-07

comm_min_pans:  -1.04e+03, pk_max: 1.31e+03, u2prim_max: 3.80e+00, v2prim_max: 1.06e+00, w2prim_max: 2.09e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5461012335441484 1.0617898544539366 0.6588629493265409
yplus, min,max,mean 28.387277270030257 55.19365485639808 34.24882435093488
uplus, min,max,mean 14.17110779287871 33.83295921266687 25.048640378589983
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        65786            694868  0.000161         0.0181
           2(D)         6842            145508   0.00311        0.00351
           3(D)          146               470     0.022       1.49e-05
         --------------------------------------------------------------
         Grid Complexity: 1.30766
         Operator Complexity: 1.52092
         Total Memory Usage: 0.0459154 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.543862e+00
              0             1.82349   4.345855e-02         0.0123
              1              1.8235   7.676601e-03         0.1766
              2              1.8235   1.852355e-03         0.2413
              3              1.8235   4.933220e-04         0.2663
              4              1.8235   1.407941e-04         0.2854
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1318
         Final Residual: 		   1.407941e-04
         Total Reduction in Residual: 	   3.972900e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0327169
    setup: 0.0253993 s
    solve: 0.00731763 s
    solve(per iteration): 0.00146353 s
resid in solve_pyamgx: 1.41e-04
time solve_pyamgx: 3.71e-02
time k: 4.97e-02
modify_eps, ustar[-2,-2],[2,2] 0.6300119118203079 0.5920315769368897
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 5
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        65756            694468  0.000161         0.0181
           2(D)         6742            143816   0.00316        0.00347
           3(D)          133               425     0.024       1.45e-05
           4(D)            2                 2       0.5       1.19e-07
         --------------------------------------------------------------
         Grid Complexity: 1.30706
         Operator Complexity: 1.5196
         Total Memory Usage: 0.0458615 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.821340e+02
              0             1.82349   1.736449e+00         0.0030
              1              1.8235   3.413015e-01         0.1966
              2              1.8235   7.650294e-02         0.2242
              3              1.8235   1.956312e-02         0.2557
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0761
         Final Residual: 		   1.956312e-02
         Total Reduction in Residual: 	   3.360587e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0322215
    setup: 0.0261742 s
    solve: 0.00604733 s
    solve(per iteration): 0.00151183 s
resid in solve_pyamgx: 1.96e-02
time solve_pyamgx: 3.66e-02
time eps: 4.35e-02

--time step: 135, iter:0, max residual:5.18e-07, u:1.08e-07, v:9.19e-08, w:6.16e-08, p:5.18e-07, k:8.59e-11, eps:9.33e-12, om:0.00e+00


monitor time step: 135, iter:0, u: 1.68e+01, v:-1.58e-01, w: 2.81e+00, p: 4.62e+00, k: 1.33e+00, eps: 1.94e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  0, umax: 3.49e+01, vismax: 5.04e+02, kmin: 1.82e-02, epsmin: 1.91e-01, ommin: 1.00e+00, fkmax: 4.57e+00

time one iteration: 2.00e-01
modify_u, ustar[-2,-2],[2,2] 0.6300119118203079 0.5920315769368897
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05          0.024
           1(D)        20560            218598  0.000517        0.00568
           2(D)         1879              8701   0.00246        0.00025
         --------------------------------------------------------------
         Grid Complexity: 1.09486
         Operator Complexity: 1.1382
         Total Memory Usage: 0.0299054 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   1.114588e-01
              0             1.82349   3.682496e-03         0.0330
              1              1.8235   3.935919e-04         0.1069
              2              1.8235   7.331744e-05         0.1863
              3              1.8235   1.870536e-05         0.2551
              4              1.8235   4.953330e-06         0.2648
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1348
         Final Residual: 		   4.953330e-06
         Total Reduction in Residual: 	   4.444089e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0225903
    setup: 0.0164661 s
    solve: 0.00612422 s
    solve(per iteration): 0.00122484 s
resid in solve_pyamgx: 4.95e-06
time solve_pyamgx: 2.70e-02
time u: 3.15e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   6.394625e-02
              0             1.82349   2.084727e-03         0.0326
              1              1.8235   2.298058e-04         0.1102
              2              1.8235   4.538778e-05         0.1975
              3              1.8235   1.472957e-05         0.3245
              4              1.8235   4.434327e-06         0.3010
              5              1.8235   1.345467e-06         0.3034
         --------------------------------------------------------------
         Total Iterations: 6
         Avg Convergence Rate: 		         0.1662
         Final Residual: 		   1.345467e-06
         Total Reduction in Residual: 	   2.104060e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0238374
    setup: 0.0164661 s
    solve: 0.00737136 s
    solve(per iteration): 0.00122856 s
resid in solve_pyamgx: 1.35e-06
time solve_pyamgx: 7.79e-03
time v: 1.00e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   6.997426e-02
              0             1.82349   2.322215e-03         0.0332
              1              1.8235   2.486491e-04         0.1071
              2              1.8235   4.360189e-05         0.1754
              3              1.8235   1.076716e-05         0.2469
              4              1.8235   2.674935e-06         0.2484
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1308
         Final Residual: 		   2.674935e-06
         Total Reduction in Residual: 	   3.822741e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0225936
    setup: 0.0164661 s
    solve: 0.00612752 s
    solve(per iteration): 0.0012255 s
resid in solve_pyamgx: 2.67e-06
time solve_pyamgx: 6.60e-03
time w: 8.26e-03
area_out 3.2
flow_in 86.76586881112289 flow_out 86.76453566507274 area_out 3.2 flow_out_new 86.76586881112289 uinc: 0.0004166081406697941
xp.sum(su3d) -2.362776641007258e-12
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   1.238858e+00
              0             1.82349   7.348284e-01         0.5932
              1              1.8235   3.374845e-01         0.4593
              2              1.8235   1.615798e-01         0.4788
              3              1.8235   7.903383e-02         0.4891
              4              1.8235   3.999466e-02         0.5060
              5              1.8235   2.075310e-02         0.5189
              6              1.8235   1.091399e-02         0.5259
              7              1.8235   5.825433e-03         0.5338
              8              1.8235   3.145050e-03         0.5399
              9              1.8235   1.702278e-03         0.5413
             10              1.8235   1.140488e-03         0.6700
             11              1.8235   6.563728e-04         0.5755
             12              1.8235   3.608821e-04         0.5498
             13              1.8235   1.924917e-04         0.5334
             14              1.8235   1.016452e-04         0.5280
             15              1.8235   5.277273e-05         0.5192
         --------------------------------------------------------------
         Total Iterations: 16
         Avg Convergence Rate: 		         0.5331
         Final Residual: 		   5.277273e-05
         Total Reduction in Residual: 	   4.259790e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.180477
    setup: 0.138297 s
    solve: 0.0421804 s
    solve(per iteration): 0.00263628 s
resid in solve_px: 5.28e-05
time p: 4.98e-02
time Smag or Wale: 4.77e-07

comm_min_pans:  -1.07e+03, pk_max: 1.30e+03, u2prim_max: 3.80e+00, v2prim_max: 1.06e+00, w2prim_max: 2.09e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5468750897703927 1.05960354364058 0.6590616131764959
yplus, min,max,mean 28.427503641831265 55.08000667645453 34.25915123804995
uplus, min,max,mean 14.199929638646628 33.88675250529029 25.04017874567097
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        65725            694801  0.000161         0.0181
           2(D)         6873            147499   0.00312        0.00356
           3(D)          164               584    0.0217        1.8e-05
         --------------------------------------------------------------
         Grid Complexity: 1.3076
         Operator Complexity: 1.52219
         Total Memory Usage: 0.0459602 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.142709e+00
              0             1.82349   1.815349e-02         0.0058
              1              1.8235   1.214923e-03         0.0669
              2              1.8235   1.597622e-04         0.1315
              3              1.8235   4.601227e-05         0.2880
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0619
         Final Residual: 		   4.601227e-05
         Total Reduction in Residual: 	   1.464096e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0312396
    setup: 0.0253946 s
    solve: 0.00584499 s
    solve(per iteration): 0.00146125 s
resid in solve_pyamgx: 4.60e-05
time solve_pyamgx: 3.57e-02
time k: 4.83e-02
modify_eps, ustar[-2,-2],[2,2] 0.6300108139888481 0.5916111009528602
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        65775            693523   0.00016         0.0181
           2(D)         6703            142465   0.00317        0.00344
           3(D)          141               445    0.0224       1.42e-05
         --------------------------------------------------------------
         Grid Complexity: 1.307
         Operator Complexity: 1.51819
         Total Memory Usage: 0.0458088 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.337704e+02
              0             1.82349   1.762380e-01         0.0008
              1              1.8235   3.896951e-02         0.2211
              2              1.8235   9.417769e-03         0.2417
         --------------------------------------------------------------
         Total Iterations: 3
         Avg Convergence Rate: 		         0.0343
         Final Residual: 		   9.417769e-03
         Total Reduction in Residual: 	   4.028641e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0297878
    setup: 0.0253276 s
    solve: 0.00446016 s
    solve(per iteration): 0.00148672 s
resid in solve_pyamgx: 9.42e-03
time solve_pyamgx: 3.42e-02
time eps: 4.12e-02

--time step: 135, iter:1, max residual:2.09e-07, u:3.87e-09, v:1.05e-09, w:2.09e-09, p:2.09e-07, k:2.81e-11, eps:4.49e-12, om:0.00e+00


monitor time step: 135, iter:1, u: 1.68e+01, v:-1.68e-01, w: 2.82e+00, p: 4.66e+00, k: 1.33e+00, eps: 1.94e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  1, umax: 3.49e+01, vismax: 5.05e+02, kmin: 1.82e-02, epsmin: 1.91e-01, ommin: 1.00e+00, fkmax: 4.97e+00

time one iteration: 1.97e-01
vismean_mean 1.176470588235294e-18
modify_u, ustar[-2,-2],[2,2] 0.6300108139888481 0.5916111009528602
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05          0.024
           1(D)        20565            218963  0.000518        0.00569
           2(D)         1834              8466   0.00252       0.000244
         --------------------------------------------------------------
         Grid Complexity: 1.09469
         Operator Complexity: 1.13828
         Total Memory Usage: 0.0299065 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.545256e+00
              0             1.82349   1.678121e-01         0.0303
              1              1.8235   1.441063e-02         0.0859
              2              1.8235   2.541959e-03         0.1764
              3              1.8235   5.730921e-04         0.2255
              4              1.8235   1.333372e-04         0.2327
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1192
         Final Residual: 		   1.333372e-04
         Total Reduction in Residual: 	   2.404527e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0226195
    setup: 0.0164229 s
    solve: 0.00619654 s
    solve(per iteration): 0.00123931 s
resid in solve_pyamgx: 1.33e-04
time solve_pyamgx: 2.69e-02
time u: 3.31e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.567491e+00
              0             1.82349   9.599533e-02         0.0269
              1              1.8235   3.768851e-03         0.0393
              2              1.8235   5.819423e-04         0.1544
              3              1.8235   1.150432e-04         0.1977
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0754
         Final Residual: 		   1.150432e-04
         Total Reduction in Residual: 	   3.224763e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0285286
    setup: 0.0164229 s
    solve: 0.0121057 s
    solve(per iteration): 0.00302643 s
resid in solve_pyamgx: 1.15e-04
time solve_pyamgx: 1.26e-02
time v: 1.53e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   4.477455e+00
              0             1.82349   1.125788e-01         0.0251
              1              1.8235   8.321990e-03         0.0739
              2              1.8235   1.511498e-03         0.1816
              3              1.8235   3.472178e-04         0.2297
              4              1.8235   7.838292e-05         0.2257
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1119
         Final Residual: 		   7.838292e-05
         Total Reduction in Residual: 	   1.750613e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0225215
    setup: 0.0164229 s
    solve: 0.00609859 s
    solve(per iteration): 0.00121972 s
resid in solve_pyamgx: 7.84e-05
time solve_pyamgx: 6.58e-03
time w: 8.26e-03
area_out 3.2
flow_in 86.76586881112289 flow_out 86.76453571318207 area_out 3.2 flow_out_new 86.7658688111229 uinc: 0.0004165931065047701
xp.sum(su3d) -3.242295321115307e-12
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   4.206321e+00
              0             1.82349   1.808109e+00         0.4299
              1              1.8235   8.324846e-01         0.4604
              2              1.8235   3.977338e-01         0.4778
              3              1.8235   1.957119e-01         0.4921
              4              1.8235   9.985156e-02         0.5102
              5              1.8235   5.063798e-02         0.5071
              6              1.8235   2.567367e-02         0.5070
              7              1.8235   1.345465e-02         0.5241
              8              1.8235   7.230769e-03         0.5374
              9              1.8235   3.905695e-03         0.5401
             10              1.8235   2.637615e-03         0.6753
             11              1.8235   1.542396e-03         0.5848
             12              1.8235   8.510130e-04         0.5517
             13              1.8235   4.561138e-04         0.5360
             14              1.8235   2.453050e-04         0.5378
             15              1.8235   1.306742e-04         0.5327
         --------------------------------------------------------------
         Total Iterations: 16
         Avg Convergence Rate: 		         0.5227
         Final Residual: 		   1.306742e-04
         Total Reduction in Residual: 	   3.106616e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.180453
    setup: 0.138297 s
    solve: 0.0421565 s
    solve(per iteration): 0.00263478 s
resid in solve_px: 1.31e-04
time p: 5.03e-02
time Smag or Wale: 4.77e-07

comm_min_pans:  -1.07e+03, pk_max: 1.29e+03, u2prim_max: 3.81e+00, v2prim_max: 1.06e+00, w2prim_max: 2.09e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5472013935845982 1.0589369603116445 0.6591368612184603
yplus, min,max,mean 28.444465472860294 55.04535653355105 34.26306276012692
uplus, min,max,mean 14.129262876991378 34.31795823159616 25.051585940231206
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        65677            694579  0.000161         0.0181
           2(D)         6855            149337   0.00318         0.0036
           3(D)          174               614    0.0203       1.89e-05
         --------------------------------------------------------------
         Grid Complexity: 1.30737
         Operator Complexity: 1.52321
         Total Memory Usage: 0.045994 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.708384e+00
              0             1.82349   4.386358e-02         0.0118
              1              1.8235   7.660246e-03         0.1746
              2              1.8235   1.859436e-03         0.2427
              3              1.8235   5.046148e-04         0.2714
              4              1.8235   1.495798e-04         0.2964
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1322
         Final Residual: 		   1.495798e-04
         Total Reduction in Residual: 	   4.033556e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0326432
    setup: 0.0253558 s
    solve: 0.00728742 s
    solve(per iteration): 0.00145748 s
resid in solve_pyamgx: 1.50e-04
time solve_pyamgx: 3.70e-02
time k: 4.97e-02
modify_eps, ustar[-2,-2],[2,2] 0.6300081555701518 0.5919814470545934
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        65649            693661  0.000161         0.0181
           2(D)         6744            143136   0.00315        0.00345
           3(D)          124               332    0.0216       1.11e-05
         --------------------------------------------------------------
         Grid Complexity: 1.30657
         Operator Complexity: 1.51862
         Total Memory Usage: 0.0458191 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.892224e+02
              0             1.82349   1.768833e+00         0.0030
              1              1.8235   3.488468e-01         0.1972
              2              1.8235   7.970304e-02         0.2285
              3              1.8235   2.086679e-02         0.2618
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0771
         Final Residual: 		   2.086679e-02
         Total Reduction in Residual: 	   3.541411e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.031146
    setup: 0.0252969 s
    solve: 0.00584909 s
    solve(per iteration): 0.00146227 s
resid in solve_pyamgx: 2.09e-02
time solve_pyamgx: 3.56e-02
time eps: 4.26e-02

--time step: 136, iter:0, max residual:4.80e-07, u:1.04e-07, v:8.99e-08, w:6.12e-08, p:4.80e-07, k:9.13e-11, eps:9.95e-12, om:0.00e+00


monitor time step: 136, iter:0, u: 1.67e+01, v:-1.41e-01, w: 2.67e+00, p: 3.91e+00, k: 1.33e+00, eps: 1.94e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  0, umax: 3.49e+01, vismax: 5.05e+02, kmin: 1.81e-02, epsmin: 1.89e-01, ommin: 1.00e+00, fkmax: 4.54e+00

time one iteration: 2.07e-01
modify_u, ustar[-2,-2],[2,2] 0.6300081555701518 0.5919814470545934
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05          0.024
           1(D)        20587            219019  0.000517        0.00569
           2(D)         1850              8576   0.00251       0.000247
         --------------------------------------------------------------
         Grid Complexity: 1.09485
         Operator Complexity: 1.13838
         Total Memory Usage: 0.0299121 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   1.119987e-01
              0             1.82349   3.698590e-03         0.0330
              1              1.8235   3.882916e-04         0.1050
              2              1.8235   7.157143e-05         0.1843
              3              1.8235   1.811579e-05         0.2531
              4              1.8235   4.587603e-06         0.2532
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1326
         Final Residual: 		   4.587603e-06
         Total Reduction in Residual: 	   4.096122e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0223897
    setup: 0.0162866 s
    solve: 0.00610304 s
    solve(per iteration): 0.00122061 s
resid in solve_pyamgx: 4.59e-06
time solve_pyamgx: 2.67e-02
time u: 3.11e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   6.423678e-02
              0             1.82349   2.095459e-03         0.0326
              1              1.8235   2.312573e-04         0.1104
              2              1.8235   4.300377e-05         0.1860
              3              1.8235   1.300688e-05         0.3025
              4              1.8235   3.911036e-06         0.3007
              5              1.8235   1.199605e-06         0.3067
         --------------------------------------------------------------
         Total Iterations: 6
         Avg Convergence Rate: 		         0.1629
         Final Residual: 		   1.199605e-06
         Total Reduction in Residual: 	   1.867474e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0236452
    setup: 0.0162866 s
    solve: 0.00735853 s
    solve(per iteration): 0.00122642 s
resid in solve_pyamgx: 1.20e-06
time solve_pyamgx: 7.84e-03
time v: 1.01e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   6.976074e-02
              0             1.82349   2.324571e-03         0.0333
              1              1.8235   2.455819e-04         0.1056
              2              1.8235   4.238037e-05         0.1726
              3              1.8235   1.033568e-05         0.2439
              4              1.8235   2.532776e-06         0.2451
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1294
         Final Residual: 		   2.532776e-06
         Total Reduction in Residual: 	   3.630661e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0223778
    setup: 0.0162866 s
    solve: 0.00609114 s
    solve(per iteration): 0.00121823 s
resid in solve_pyamgx: 2.53e-06
time solve_pyamgx: 6.55e-03
time w: 8.21e-03
area_out 3.2
flow_in 86.76586881112289 flow_out 86.7645356945787 area_out 3.2 flow_out_new 86.76586881112289 uinc: 0.0004165989200588527
xp.sum(su3d) 1.9111379145897445e-12
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   1.251213e+00
              0             1.82349   7.400547e-01         0.5915
              1              1.8235   3.391325e-01         0.4583
              2              1.8235   1.622070e-01         0.4783
              3              1.8235   7.946770e-02         0.4899
              4              1.8235   4.017909e-02         0.5056
              5              1.8235   2.091967e-02         0.5207
              6              1.8235   1.103522e-02         0.5275
              7              1.8235   5.901711e-03         0.5348
              8              1.8235   3.194065e-03         0.5412
              9              1.8235   1.735739e-03         0.5434
             10              1.8235   1.166444e-03         0.6720
             11              1.8235   6.748656e-04         0.5786
             12              1.8235   3.718883e-04         0.5511
             13              1.8235   1.985903e-04         0.5340
             14              1.8235   1.048345e-04         0.5279
             15              1.8235   5.419881e-05         0.5170
         --------------------------------------------------------------
         Total Iterations: 16
         Avg Convergence Rate: 		         0.5337
         Final Residual: 		   5.419881e-05
         Total Reduction in Residual: 	   4.331701e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.180406
    setup: 0.138297 s
    solve: 0.0421093 s
    solve(per iteration): 0.00263183 s
resid in solve_px: 5.42e-05
time p: 4.97e-02
time Smag or Wale: 4.77e-07

comm_min_pans:  -1.08e+03, pk_max: 1.29e+03, u2prim_max: 3.81e+00, v2prim_max: 1.06e+00, w2prim_max: 2.09e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5471858570578899 1.0573983677949423 0.6594024176306784
yplus, min,max,mean 28.44365785759706 54.96537785982831 34.27686683717605
uplus, min,max,mean 14.148354119137334 34.354779800667394 25.04079077232736
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        65720            694190  0.000161         0.0181
           2(D)         6757            147519   0.00323        0.00355
           3(D)          180               746     0.023       2.21e-05
         --------------------------------------------------------------
         Grid Complexity: 1.30716
         Operator Complexity: 1.52192
         Total Memory Usage: 0.045945 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.043070e+00
              0             1.82349   1.895264e-02         0.0062
              1              1.8235   1.439419e-03         0.0759
              2              1.8235   1.614812e-04         0.1122
              3              1.8235   4.887460e-05         0.3027
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0633
         Final Residual: 		   4.887460e-05
         Total Reduction in Residual: 	   1.606095e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0313679
    setup: 0.0254656 s
    solve: 0.00590234 s
    solve(per iteration): 0.00147558 s
resid in solve_pyamgx: 4.89e-05
time solve_pyamgx: 3.57e-02
time k: 4.83e-02
modify_eps, ustar[-2,-2],[2,2] 0.6300069598815838 0.5921745162164099
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        65731            693797  0.000161         0.0181
           2(D)         6654            141888    0.0032        0.00342
           3(D)          130               390    0.0231       1.26e-05
         --------------------------------------------------------------
         Grid Complexity: 1.30656
         Operator Complexity: 1.51797
         Total Memory Usage: 0.0457954 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.192055e+02
              0             1.82349   1.716306e-01         0.0008
              1              1.8235   4.090399e-02         0.2383
              2              1.8235   9.866907e-03         0.2412
         --------------------------------------------------------------
         Total Iterations: 3
         Avg Convergence Rate: 		         0.0356
         Final Residual: 		   9.866907e-03
         Total Reduction in Residual: 	   4.501212e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0301911
    setup: 0.0256967 s
    solve: 0.00449443 s
    solve(per iteration): 0.00149814 s
resid in solve_pyamgx: 9.87e-03
time solve_pyamgx: 3.45e-02
time eps: 4.16e-02

--time step: 136, iter:1, max residual:2.17e-07, u:3.58e-09, v:9.37e-10, w:1.98e-09, p:2.17e-07, k:2.98e-11, eps:4.70e-12, om:0.00e+00


monitor time step: 136, iter:1, u: 1.67e+01, v:-1.51e-01, w: 2.68e+00, p: 3.95e+00, k: 1.33e+00, eps: 1.94e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  1, umax: 3.49e+01, vismax: 5.03e+02, kmin: 1.81e-02, epsmin: 1.89e-01, ommin: 1.00e+00, fkmax: 5.05e+00

time one iteration: 1.97e-01
vismean_mean 1.167883211678832e-18
modify_u, ustar[-2,-2],[2,2] 0.6300069598815838 0.5921745162164099
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05          0.024
           1(D)        20544            218782  0.000518        0.00568
           2(D)         1848              8482   0.00248       0.000245
         --------------------------------------------------------------
         Grid Complexity: 1.09466
         Operator Complexity: 1.13818
         Total Memory Usage: 0.0299024 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.577500e+00
              0             1.82349   1.690315e-01         0.0303
              1              1.8235   1.456179e-02         0.0861
              2              1.8235   2.569766e-03         0.1765
              3              1.8235   5.759151e-04         0.2241
              4              1.8235   1.358872e-04         0.2359
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1195
         Final Residual: 		   1.358872e-04
         Total Reduction in Residual: 	   2.436345e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.02253
    setup: 0.0163635 s
    solve: 0.00616653 s
    solve(per iteration): 0.00123331 s
resid in solve_pyamgx: 1.36e-04
time solve_pyamgx: 2.69e-02
time u: 3.29e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.589667e+00
              0             1.82349   9.673264e-02         0.0269
              1              1.8235   3.789640e-03         0.0392
              2              1.8235   5.730942e-04         0.1512
              3              1.8235   1.057579e-04         0.1845
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0737
         Final Residual: 		   1.057579e-04
         Total Reduction in Residual: 	   2.946176e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0212419
    setup: 0.0163635 s
    solve: 0.00487834 s
    solve(per iteration): 0.00121958 s
resid in solve_pyamgx: 1.06e-04
time solve_pyamgx: 5.30e-03
time v: 7.49e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   4.500731e+00
              0             1.82349   1.132979e-01         0.0252
              1              1.8235   8.363876e-03         0.0738
              2              1.8235   1.490016e-03         0.1781
              3              1.8235   3.356760e-04         0.2253
              4              1.8235   7.479997e-05         0.2228
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1107
         Final Residual: 		   7.479997e-05
         Total Reduction in Residual: 	   1.661951e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0224743
    setup: 0.0163635 s
    solve: 0.00611078 s
    solve(per iteration): 0.00122216 s
resid in solve_pyamgx: 7.48e-05
time solve_pyamgx: 6.73e-03
time w: 8.33e-03
area_out 3.2
flow_in 86.7658688111229 flow_out 86.76453574381465 area_out 3.2 flow_out_new 86.76586881112291 uinc: 0.0004165835338287849
xp.sum(su3d) -2.5441870832310087e-11
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   4.236413e+00
              0             1.82349   1.817856e+00         0.4291
              1              1.8235   8.334400e-01         0.4585
              2              1.8235   3.979524e-01         0.4775
              3              1.8235   1.953264e-01         0.4908
              4              1.8235   9.892327e-02         0.5065
              5              1.8235   4.975450e-02         0.5030
              6              1.8235   2.506407e-02         0.5038
              7              1.8235   1.302537e-02         0.5197
              8              1.8235   6.946321e-03         0.5333
              9              1.8235   3.723405e-03         0.5360
             10              1.8235   2.497038e-03         0.6706
             11              1.8235   1.446037e-03         0.5791
             12              1.8235   7.862479e-04         0.5437
             13              1.8235   4.159312e-04         0.5290
             14              1.8235   2.207430e-04         0.5307
             15              1.8235   1.165389e-04         0.5279
         --------------------------------------------------------------
         Total Iterations: 16
         Avg Convergence Rate: 		         0.5188
         Final Residual: 		   1.165389e-04
         Total Reduction in Residual: 	   2.750886e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.180621
    setup: 0.138297 s
    solve: 0.0423245 s
    solve(per iteration): 0.00264528 s
resid in solve_px: 1.17e-04
time p: 5.12e-02
time Smag or Wale: 9.54e-07

comm_min_pans:  -1.06e+03, pk_max: 1.28e+03, u2prim_max: 3.81e+00, v2prim_max: 1.06e+00, w2prim_max: 2.08e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5465002250804603 1.0560523311520884 0.6594964625270091
yplus, min,max,mean 28.40801753332572 54.89540857016321 34.281755451930955
uplus, min,max,mean 14.101685107124426 34.340426959530205 25.05116667115604
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        65739            695771  0.000161         0.0181
           2(D)         6821            148549   0.00319        0.00358
           3(D)          185               585    0.0171       1.86e-05
         --------------------------------------------------------------
         Grid Complexity: 1.30753
         Operator Complexity: 1.52344
         Total Memory Usage: 0.0460044 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.472014e+00
              0             1.82349   4.297691e-02         0.0124
              1              1.8235   7.583771e-03         0.1765
              2              1.8235   1.901822e-03         0.2508
              3              1.8235   5.293344e-04         0.2783
              4              1.8235   1.631229e-04         0.3082
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1363
         Final Residual: 		   1.631229e-04
         Total Reduction in Residual: 	   4.698222e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.032683
    setup: 0.0253868 s
    solve: 0.00729616 s
    solve(per iteration): 0.00145923 s
resid in solve_pyamgx: 1.63e-04
time solve_pyamgx: 3.70e-02
time k: 4.97e-02
modify_eps, ustar[-2,-2],[2,2] 0.630004073372901 0.5932369847634689
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        65728            695456  0.000161         0.0181
           2(D)         6667            141529   0.00318        0.00341
           3(D)          141               403    0.0203       1.32e-05
         --------------------------------------------------------------
         Grid Complexity: 1.30665
         Operator Complexity: 1.51878
         Total Memory Usage: 0.0458258 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.586980e+02
              0             1.82349   1.728483e+00         0.0031
              1              1.8235   3.407449e-01         0.1971
              2              1.8235   7.714112e-02         0.2264
              3              1.8235   2.067157e-02         0.2680
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0780
         Final Residual: 		   2.067157e-02
         Total Reduction in Residual: 	   3.699954e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0310985
    setup: 0.0252145 s
    solve: 0.00588394 s
    solve(per iteration): 0.00147098 s
resid in solve_pyamgx: 2.07e-02
time solve_pyamgx: 3.55e-02
time eps: 4.25e-02

--time step: 137, iter:0, max residual:4.50e-07, u:1.06e-07, v:8.26e-08, w:5.84e-08, p:4.50e-07, k:9.96e-11, eps:9.86e-12, om:0.00e+00


monitor time step: 137, iter:0, u: 1.67e+01, v:-1.23e-01, w: 2.51e+00, p: 3.21e+00, k: 1.33e+00, eps: 1.94e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  0, umax: 3.46e+01, vismax: 5.03e+02, kmin: 1.79e-02, epsmin: 1.86e-01, ommin: 1.00e+00, fkmax: 4.51e+00

time one iteration: 2.00e-01
modify_u, ustar[-2,-2],[2,2] 0.630004073372901 0.5932369847634689
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05          0.024
           1(D)        20538            218498  0.000518        0.00568
           2(D)         1849              8401   0.00246       0.000243
         --------------------------------------------------------------
         Grid Complexity: 1.09464
         Operator Complexity: 1.13795
         Total Memory Usage: 0.029894 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   1.128783e-01
              0             1.82349   3.710881e-03         0.0329
              1              1.8235   3.841481e-04         0.1035
              2              1.8235   7.145911e-05         0.1860
              3              1.8235   1.762638e-05         0.2467
              4              1.8235   4.461447e-06         0.2531
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1316
         Final Residual: 		   4.461447e-06
         Total Reduction in Residual: 	   3.952440e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0231989
    setup: 0.0170528 s
    solve: 0.00614605 s
    solve(per iteration): 0.00122921 s
resid in solve_pyamgx: 4.46e-06
time solve_pyamgx: 2.76e-02
time u: 3.21e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   6.432165e-02
              0             1.82349   2.102627e-03         0.0327
              1              1.8235   2.331234e-04         0.1109
              2              1.8235   4.337298e-05         0.1861
              3              1.8235   1.270771e-05         0.2930
              4              1.8235   3.632729e-06         0.2859
              5              1.8235   1.094370e-06         0.3013
         --------------------------------------------------------------
         Total Iterations: 6
         Avg Convergence Rate: 		         0.1604
         Final Residual: 		   1.094370e-06
         Total Reduction in Residual: 	   1.701402e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0244619
    setup: 0.0170528 s
    solve: 0.00740909 s
    solve(per iteration): 0.00123485 s
resid in solve_pyamgx: 1.09e-06
time solve_pyamgx: 7.87e-03
time v: 1.01e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   7.010105e-02
              0             1.82349   2.332644e-03         0.0333
              1              1.8235   2.447167e-04         0.1049
              2              1.8235   4.177270e-05         0.1707
              3              1.8235   1.007583e-05         0.2412
              4              1.8235   2.463473e-06         0.2445
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1286
         Final Residual: 		   2.463473e-06
         Total Reduction in Residual: 	   3.514175e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0231339
    setup: 0.0170528 s
    solve: 0.00608102 s
    solve(per iteration): 0.0012162 s
resid in solve_pyamgx: 2.46e-06
time solve_pyamgx: 6.55e-03
time w: 8.19e-03
area_out 3.2
flow_in 86.7658688111229 flow_out 86.76453572520043 area_out 3.2 flow_out_new 86.76586881112291 uinc: 0.00041658935077126813
xp.sum(su3d) -1.213118494547416e-11
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   1.260696e+00
              0             1.82349   7.445133e-01         0.5906
              1              1.8235   3.414063e-01         0.4586
              2              1.8235   1.636466e-01         0.4793
              3              1.8235   8.031125e-02         0.4908
              4              1.8235   4.061753e-02         0.5058
              5              1.8235   2.113738e-02         0.5204
              6              1.8235   1.118253e-02         0.5290
              7              1.8235   6.005873e-03         0.5371
              8              1.8235   3.269354e-03         0.5444
              9              1.8235   1.784925e-03         0.5460
             10              1.8235   1.204709e-03         0.6749
             11              1.8235   7.022118e-04         0.5829
             12              1.8235   3.874718e-04         0.5518
             13              1.8235   2.065875e-04         0.5332
             14              1.8235   1.089061e-04         0.5272
             15              1.8235   5.610606e-05         0.5152
         --------------------------------------------------------------
         Total Iterations: 16
         Avg Convergence Rate: 		         0.5346
         Final Residual: 		   5.610606e-05
         Total Reduction in Residual: 	   4.450402e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.180354
    setup: 0.138297 s
    solve: 0.0420573 s
    solve(per iteration): 0.00262858 s
resid in solve_px: 5.61e-05
time p: 4.97e-02
time Smag or Wale: 7.15e-07

comm_min_pans:  -1.08e+03, pk_max: 1.27e+03, u2prim_max: 3.81e+00, v2prim_max: 1.06e+00, w2prim_max: 2.08e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5455723225202579 1.0555963488931284 0.6598010618913395
yplus, min,max,mean 28.35978356929475 54.87170583151289 34.297589048488504
uplus, min,max,mean 14.10516998121071 34.359846558584685 25.040084514525166
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        65817            695225   0.00016         0.0181
           2(D)         6828            147454   0.00316        0.00355
           3(D)          144               406    0.0196       1.34e-05
         --------------------------------------------------------------
         Grid Complexity: 1.30772
         Operator Complexity: 1.52231
         Total Memory Usage: 0.0459663 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.130216e+00
              0             1.82349   1.770755e-02         0.0057
              1              1.8235   1.400544e-03         0.0791
              2              1.8235   1.714614e-04         0.1224
              3              1.8235   5.160448e-05         0.3010
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0637
         Final Residual: 		   5.160448e-05
         Total Reduction in Residual: 	   1.648592e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0314441
    setup: 0.0254942 s
    solve: 0.00594992 s
    solve(per iteration): 0.00148748 s
resid in solve_pyamgx: 5.16e-05
time solve_pyamgx: 3.58e-02
time k: 4.86e-02
modify_eps, ustar[-2,-2],[2,2] 0.6300027805923946 0.5939282294227395
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        65769            694229   0.00016         0.0181
           2(D)         6713            143259   0.00318        0.00345
           3(D)          113               317    0.0248       1.05e-05
         --------------------------------------------------------------
         Grid Complexity: 1.3069
         Operator Complexity: 1.51904
         Total Memory Usage: 0.0458384 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.627413e+02
              0             1.82349   1.774694e-01         0.0007
              1              1.8235   4.079988e-02         0.2299
              2              1.8235   9.806809e-03         0.2404
         --------------------------------------------------------------
         Total Iterations: 3
         Avg Convergence Rate: 		         0.0334
         Final Residual: 		   9.806809e-03
         Total Reduction in Residual: 	   3.732496e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0299664
    setup: 0.025522 s
    solve: 0.00444435 s
    solve(per iteration): 0.00148145 s
resid in solve_pyamgx: 9.81e-03
time solve_pyamgx: 3.43e-02
time eps: 4.13e-02

--time step: 137, iter:1, max residual:2.25e-07, u:3.49e-09, v:8.55e-10, w:1.92e-09, p:2.25e-07, k:3.15e-11, eps:4.68e-12, om:0.00e+00


monitor time step: 137, iter:1, u: 1.67e+01, v:-1.34e-01, w: 2.52e+00, p: 3.25e+00, k: 1.33e+00, eps: 1.94e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  1, umax: 3.46e+01, vismax: 5.01e+02, kmin: 1.79e-02, epsmin: 1.86e-01, ommin: 1.00e+00, fkmax: 4.90e+00

time one iteration: 1.98e-01
vismean_mean 1.1594202898550725e-18
modify_u, ustar[-2,-2],[2,2] 0.6300027805923946 0.5939282294227395
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05          0.024
           1(D)        20595            219299  0.000517         0.0057
           2(D)         1831              8395    0.0025       0.000242
         --------------------------------------------------------------
         Grid Complexity: 1.09481
         Operator Complexity: 1.13844
         Total Memory Usage: 0.0299139 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.609787e+00
              0             1.82349   1.701421e-01         0.0303
              1              1.8235   1.434635e-02         0.0843
              2              1.8235   2.548839e-03         0.1777
              3              1.8235   5.792195e-04         0.2272
              4              1.8235   1.335476e-04         0.2306
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1189
         Final Residual: 		   1.335476e-04
         Total Reduction in Residual: 	   2.380618e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0225292
    setup: 0.0163758 s
    solve: 0.00615338 s
    solve(per iteration): 0.00123068 s
resid in solve_pyamgx: 1.34e-04
time solve_pyamgx: 2.69e-02
time u: 3.29e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.612289e+00
              0             1.82349   9.742264e-02         0.0270
              1              1.8235   3.745642e-03         0.0384
              2              1.8235   5.501591e-04         0.1469
              3              1.8235   1.020719e-04         0.1855
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0729
         Final Residual: 		   1.020719e-04
         Total Reduction in Residual: 	   2.825685e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.021248
    setup: 0.0163758 s
    solve: 0.00487219 s
    solve(per iteration): 0.00121805 s
resid in solve_pyamgx: 1.02e-04
time solve_pyamgx: 5.28e-03
time v: 7.52e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   4.523632e+00
              0             1.82349   1.139429e-01         0.0252
              1              1.8235   8.410731e-03         0.0738
              2              1.8235   1.492199e-03         0.1774
              3              1.8235   3.328840e-04         0.2231
              4              1.8235   7.411045e-05         0.2226
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1104
         Final Residual: 		   7.411045e-05
         Total Reduction in Residual: 	   1.638295e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0224791
    setup: 0.0163758 s
    solve: 0.00610326 s
    solve(per iteration): 0.00122065 s
resid in solve_pyamgx: 7.41e-05
time solve_pyamgx: 6.57e-03
time w: 8.22e-03
area_out 3.2
flow_in 86.76586881112289 flow_out 86.7645357727945 area_out 3.2 flow_out_new 86.76586881112289 uinc: 0.0004165744776196689
xp.sum(su3d) -1.6497914145929826e-12
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   4.264418e+00
              0             1.82349   1.828371e+00         0.4288
              1              1.8235   8.358252e-01         0.4571
              2              1.8235   3.995722e-01         0.4781
              3              1.8235   1.960535e-01         0.4907
              4              1.8235   9.895990e-02         0.5048
              5              1.8235   4.942201e-02         0.4994
              6              1.8235   2.479509e-02         0.5017
              7              1.8235   1.287368e-02         0.5192
              8              1.8235   6.883130e-03         0.5347
              9              1.8235   3.709905e-03         0.5390
             10              1.8235   2.492383e-03         0.6718
             11              1.8235   1.443624e-03         0.5792
             12              1.8235   7.776765e-04         0.5387
             13              1.8235   4.070832e-04         0.5235
             14              1.8235   2.134367e-04         0.5243
             15              1.8235   1.114315e-04         0.5221
         --------------------------------------------------------------
         Total Iterations: 16
         Avg Convergence Rate: 		         0.5171
         Final Residual: 		   1.114315e-04
         Total Reduction in Residual: 	   2.613053e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.180539
    setup: 0.138297 s
    solve: 0.0422425 s
    solve(per iteration): 0.00264015 s
resid in solve_px: 1.11e-04
time p: 4.99e-02
time Smag or Wale: 4.77e-07

comm_min_pans:  -1.06e+03, pk_max: 1.26e+03, u2prim_max: 3.82e+00, v2prim_max: 1.05e+00, w2prim_max: 2.08e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5450205562612581 1.0554876689799946 0.6598251610260396
yplus, min,max,mean 28.331101814300677 54.866056463523385 34.29884176277787
uplus, min,max,mean 14.053992163460745 33.89058783041738 25.053075384884192
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 5
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        65520            692936  0.000161          0.018
           2(D)         6823            145335   0.00312        0.00351
           3(D)          174               624    0.0206       2.05e-05
           4(D)            2                 2       0.5       1.19e-07
         --------------------------------------------------------------
         Grid Complexity: 1.30658
         Operator Complexity: 1.51972
         Total Memory Usage: 0.0458597 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.736560e+00
              0             1.82349   4.327742e-02         0.0116
              1              1.8235   7.679328e-03         0.1774
              2              1.8235   1.872068e-03         0.2438
              3              1.8235   5.025797e-04         0.2685
              4              1.8235   1.480080e-04         0.2945
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1317
         Final Residual: 		   1.480080e-04
         Total Reduction in Residual: 	   3.961078e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0342159
    setup: 0.0266324 s
    solve: 0.00758346 s
    solve(per iteration): 0.00151669 s
resid in solve_pyamgx: 1.48e-04
time solve_pyamgx: 3.85e-02
time k: 5.14e-02
modify_eps, ustar[-2,-2],[2,2] 0.6299996677078973 0.5958277352849286
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        65534            693748  0.000162          0.018
           2(D)         6629            142137   0.00323        0.00343
           3(D)          126               372    0.0234       1.21e-05
         --------------------------------------------------------------
         Grid Complexity: 1.3056
         Operator Complexity: 1.51808
         Total Memory Usage: 0.0457877 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   6.439093e+02
              0             1.82349   1.777717e+00         0.0028
              1              1.8235   3.523726e-01         0.1982
              2              1.8235   8.034458e-02         0.2280
              3              1.8235   2.040941e-02         0.2540
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0750
         Final Residual: 		   2.040941e-02
         Total Reduction in Residual: 	   3.169609e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0313719
    setup: 0.025514 s
    solve: 0.00585792 s
    solve(per iteration): 0.00146448 s
resid in solve_pyamgx: 2.04e-02
time solve_pyamgx: 3.59e-02
time eps: 4.29e-02

--time step: 138, iter:0, max residual:4.35e-07, u:1.04e-07, v:7.97e-08, w:5.79e-08, p:4.35e-07, k:9.03e-11, eps:9.73e-12, om:0.00e+00


monitor time step: 138, iter:0, u: 1.66e+01, v:-1.05e-01, w: 2.34e+00, p: 2.54e+00, k: 1.33e+00, eps: 1.94e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  0, umax: 3.51e+01, vismax: 5.01e+02, kmin: 1.78e-02, epsmin: 1.84e-01, ommin: 1.00e+00, fkmax: 4.52e+00

time one iteration: 2.01e-01
modify_u, ustar[-2,-2],[2,2] 0.6299996677078973 0.5958277352849286
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05          0.024
           1(D)        20586            219482  0.000518         0.0057
           2(D)         1836              8364   0.00248       0.000242
         --------------------------------------------------------------
         Grid Complexity: 1.09479
         Operator Complexity: 1.13853
         Total Memory Usage: 0.029917 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   1.133621e-01
              0             1.82349   3.727780e-03         0.0329
              1              1.8235   3.850201e-04         0.1033
              2              1.8235   6.985107e-05         0.1814
              3              1.8235   1.665989e-05         0.2385
              4              1.8235   4.120489e-06         0.2473
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1294
         Final Residual: 		   4.120489e-06
         Total Reduction in Residual: 	   3.634804e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0223961
    setup: 0.0162934 s
    solve: 0.00610269 s
    solve(per iteration): 0.00122054 s
resid in solve_pyamgx: 4.12e-06
time solve_pyamgx: 2.68e-02
time u: 3.12e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   6.413366e-02
              0             1.82349   2.108561e-03         0.0329
              1              1.8235   2.363403e-04         0.1121
              2              1.8235   4.262339e-05         0.1803
              3              1.8235   1.224395e-05         0.2873
              4              1.8235   3.395576e-06         0.2773
              5              1.8235   9.809163e-07         0.2889
         --------------------------------------------------------------
         Total Iterations: 6
         Avg Convergence Rate: 		         0.1576
         Final Residual: 		   9.809163e-07
         Total Reduction in Residual: 	   1.529488e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0236819
    setup: 0.0162934 s
    solve: 0.00738851 s
    solve(per iteration): 0.00123142 s
resid in solve_pyamgx: 9.81e-07
time solve_pyamgx: 7.85e-03
time v: 1.01e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   7.021689e-02
              0             1.82349   2.334956e-03         0.0333
              1              1.8235   2.438155e-04         0.1044
              2              1.8235   4.175412e-05         0.1713
              3              1.8235   1.015124e-05         0.2431
              4              1.8235   2.479367e-06         0.2442
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1287
         Final Residual: 		   2.479367e-06
         Total Reduction in Residual: 	   3.531013e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0223679
    setup: 0.0162934 s
    solve: 0.00607453 s
    solve(per iteration): 0.00121491 s
resid in solve_pyamgx: 2.48e-06
time solve_pyamgx: 6.59e-03
time w: 8.26e-03
area_out 3.2
flow_in 86.76586881112289 flow_out 86.7645357562491 area_out 3.2 flow_out_new 86.7658688111229 uinc: 0.0004165796480570805
xp.sum(su3d) -1.8624213282691926e-11
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   1.272470e+00
              0             1.82349   7.487333e-01         0.5884
              1              1.8235   3.435866e-01         0.4589
              2              1.8235   1.652536e-01         0.4810
              3              1.8235   8.131338e-02         0.4921
              4              1.8235   4.115877e-02         0.5062
              5              1.8235   2.135266e-02         0.5188
              6              1.8235   1.132490e-02         0.5304
              7              1.8235   6.120515e-03         0.5404
              8              1.8235   3.347734e-03         0.5470
              9              1.8235   1.834062e-03         0.5479
             10              1.8235   1.242550e-03         0.6775
             11              1.8235   7.290093e-04         0.5867
             12              1.8235   4.029651e-04         0.5528
             13              1.8235   2.144679e-04         0.5322
             14              1.8235   1.129087e-04         0.5265
             15              1.8235   5.811494e-05         0.5147
         --------------------------------------------------------------
         Total Iterations: 16
         Avg Convergence Rate: 		         0.5355
         Final Residual: 		   5.811494e-05
         Total Reduction in Residual: 	   4.567097e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.18035
    setup: 0.138297 s
    solve: 0.042053 s
    solve(per iteration): 0.00262831 s
resid in solve_px: 5.81e-05
time p: 4.98e-02
time Smag or Wale: 7.15e-07

comm_min_pans:  -1.09e+03, pk_max: 1.25e+03, u2prim_max: 3.82e+00, v2prim_max: 1.05e+00, w2prim_max: 2.08e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5442607934038188 1.0552775237415728 0.6601416771644385
yplus, min,max,mean 28.291608039943807 54.85513275417496 34.31529481365793
uplus, min,max,mean 14.05314943803857 33.8962586637952 25.041328204706858
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        65688            695488  0.000161         0.0181
           2(D)         6869            147651   0.00313        0.00356
           3(D)          154               466    0.0196        1.5e-05
         --------------------------------------------------------------
         Grid Complexity: 1.30739
         Operator Complexity: 1.52263
         Total Memory Usage: 0.0459738 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.199934e+00
              0             1.82349   2.037116e-02         0.0064
              1              1.8235   1.457080e-03         0.0715
              2              1.8235   1.589529e-04         0.1091
         --------------------------------------------------------------
         Total Iterations: 3
         Avg Convergence Rate: 		         0.0368
         Final Residual: 		   1.589529e-04
         Total Reduction in Residual: 	   4.967380e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0300765
    setup: 0.0255388 s
    solve: 0.0045377 s
    solve(per iteration): 0.00151257 s
resid in solve_pyamgx: 1.59e-04
time solve_pyamgx: 3.46e-02
time k: 4.74e-02
modify_eps, ustar[-2,-2],[2,2] 0.6299982782914276 0.59734892133593
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        65725            694929  0.000161         0.0181
           2(D)         6687            141467   0.00316        0.00341
           3(D)          122               314    0.0211       1.07e-05
         --------------------------------------------------------------
         Grid Complexity: 1.30664
         Operator Complexity: 1.51836
         Total Memory Usage: 0.0458107 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.576300e+02
              0             1.82349   1.775342e-01         0.0007
              1              1.8235   3.697266e-02         0.2083
              2              1.8235   8.428622e-03         0.2280
         --------------------------------------------------------------
         Total Iterations: 3
         Avg Convergence Rate: 		         0.0320
         Final Residual: 		   8.428622e-03
         Total Reduction in Residual: 	   3.271600e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0301079
    setup: 0.0256041 s
    solve: 0.00450384 s
    solve(per iteration): 0.00150128 s
resid in solve_pyamgx: 8.43e-03
time solve_pyamgx: 3.45e-02
time eps: 4.18e-02

--time step: 138, iter:1, max residual:2.32e-07, u:3.22e-09, v:7.66e-10, w:1.94e-09, p:2.32e-07, k:9.70e-11, eps:4.02e-12, om:0.00e+00


monitor time step: 138, iter:1, u: 1.66e+01, v:-1.15e-01, w: 2.35e+00, p: 2.58e+00, k: 1.33e+00, eps: 1.94e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  1, umax: 3.51e+01, vismax: 4.98e+02, kmin: 1.78e-02, epsmin: 1.84e-01, ommin: 1.00e+00, fkmax: 4.95e+00

time one iteration: 1.97e-01
vismean_mean 1.1510791366906474e-18
modify_u, ustar[-2,-2],[2,2] 0.6299982782914276 0.59734892133593
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05          0.024
           1(D)        20606            219844  0.000518        0.00571
           2(D)         1845              8369   0.00246       0.000242
         --------------------------------------------------------------
         Grid Complexity: 1.09491
         Operator Complexity: 1.13875
         Total Memory Usage: 0.0299267 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.642114e+00
              0             1.82349   1.716635e-01         0.0304
              1              1.8235   1.467439e-02         0.0855
              2              1.8235   2.607744e-03         0.1777
              3              1.8235   5.863059e-04         0.2248
              4              1.8235   1.335410e-04         0.2278
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1188
         Final Residual: 		   1.335410e-04
         Total Reduction in Residual: 	   2.366862e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.022559
    setup: 0.0164209 s
    solve: 0.00613814 s
    solve(per iteration): 0.00122763 s
resid in solve_pyamgx: 1.34e-04
time solve_pyamgx: 2.70e-02
time u: 3.30e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.635324e+00
              0             1.82349   9.817390e-02         0.0270
              1              1.8235   3.811201e-03         0.0388
              2              1.8235   5.848792e-04         0.1535
              3              1.8235   1.146678e-04         0.1961
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0749
         Final Residual: 		   1.146678e-04
         Total Reduction in Residual: 	   3.154267e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0213669
    setup: 0.0164209 s
    solve: 0.00494602 s
    solve(per iteration): 0.0012365 s
resid in solve_pyamgx: 1.15e-04
time solve_pyamgx: 5.43e-03
time v: 7.64e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   4.546120e+00
              0             1.82349   1.144902e-01         0.0252
              1              1.8235   8.402054e-03         0.0734
              2              1.8235   1.499044e-03         0.1784
              3              1.8235   3.354184e-04         0.2238
              4              1.8235   7.598540e-05         0.2265
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1108
         Final Residual: 		   7.598540e-05
         Total Reduction in Residual: 	   1.671434e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0225382
    setup: 0.0164209 s
    solve: 0.00611738 s
    solve(per iteration): 0.00122348 s
resid in solve_pyamgx: 7.60e-05
time solve_pyamgx: 6.54e-03
time w: 8.19e-03
area_out 3.2
flow_in 86.76586881112287 flow_out 86.76453580550795 area_out 3.2 flow_out_new 86.76586881112286 uinc: 0.0004165642546638537
xp.sum(su3d) 2.2291057888423893e-11
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   4.297429e+00
              0             1.82349   1.839460e+00         0.4280
              1              1.8235   8.387057e-01         0.4560
              2              1.8235   4.012931e-01         0.4785
              3              1.8235   1.971892e-01         0.4914
              4              1.8235   9.946078e-02         0.5044
              5              1.8235   4.942328e-02         0.4969
              6              1.8235   2.479031e-02         0.5016
              7              1.8235   1.296209e-02         0.5229
              8              1.8235   6.996896e-03         0.5398
              9              1.8235   3.829971e-03         0.5474
             10              1.8235   2.597229e-03         0.6781
             11              1.8235   1.519363e-03         0.5850
             12              1.8235   8.200406e-04         0.5397
             13              1.8235   4.295005e-04         0.5238
             14              1.8235   2.253547e-04         0.5247
             15              1.8235   1.184896e-04         0.5258
         --------------------------------------------------------------
         Total Iterations: 16
         Avg Convergence Rate: 		         0.5188
         Final Residual: 		   1.184896e-04
         Total Reduction in Residual: 	   2.757220e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.180502
    setup: 0.138297 s
    solve: 0.0422052 s
    solve(per iteration): 0.00263782 s
resid in solve_px: 1.18e-04
time p: 4.98e-02
time Smag or Wale: 9.54e-07

comm_min_pans:  -1.06e+03, pk_max: 1.24e+03, u2prim_max: 3.82e+00, v2prim_max: 1.05e+00, w2prim_max: 2.08e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5437920241585155 1.0550399692568504 0.6602183623729189
yplus, min,max,mean 28.267240611846773 54.842784265267895 34.31928104211144
uplus, min,max,mean 14.013689786555785 33.988976935098336 25.052392540571024
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        65718            695816  0.000161         0.0181
           2(D)         6821            147047   0.00316        0.00354
           3(D)          149               455    0.0205       1.46e-05
         --------------------------------------------------------------
         Grid Complexity: 1.30729
         Operator Complexity: 1.52246
         Total Memory Usage: 0.0459662 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.932051e+00
              0             1.82349   4.369649e-02         0.0111
              1              1.8235   7.721237e-03         0.1767
              2              1.8235   1.805143e-03         0.2338
              3              1.8235   4.650924e-04         0.2576
              4              1.8235   1.317453e-04         0.2833
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1274
         Final Residual: 		   1.317453e-04
         Total Reduction in Residual: 	   3.350549e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0329445
    setup: 0.0256497 s
    solve: 0.00729482 s
    solve(per iteration): 0.00145896 s
resid in solve_pyamgx: 1.32e-04
time solve_pyamgx: 3.73e-02
time k: 5.00e-02
modify_eps, ustar[-2,-2],[2,2] 0.6299949400183381 0.596368723807469
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        65741            696499  0.000161         0.0181
           2(D)         6648            140942   0.00319         0.0034
           3(D)          120               340    0.0236       1.12e-05
         --------------------------------------------------------------
         Grid Complexity: 1.30653
         Operator Complexity: 1.51902
         Total Memory Usage: 0.0458333 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   6.568211e+02
              0             1.82349   1.787364e+00         0.0027
              1              1.8235   3.438391e-01         0.1924
              2              1.8235   7.764233e-02         0.2258
              3              1.8235   1.908167e-02         0.2458
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0734
         Final Residual: 		   1.908167e-02
         Total Reduction in Residual: 	   2.905154e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0315668
    setup: 0.0256746 s
    solve: 0.00589213 s
    solve(per iteration): 0.00147303 s
resid in solve_pyamgx: 1.91e-02
time solve_pyamgx: 3.59e-02
time eps: 4.30e-02

--time step: 139, iter:0, max residual:4.49e-07, u:1.04e-07, v:8.96e-08, w:5.94e-08, p:4.49e-07, k:8.04e-11, eps:9.10e-12, om:0.00e+00


monitor time step: 139, iter:0, u: 1.65e+01, v:-8.57e-02, w: 2.16e+00, p: 1.89e+00, k: 1.33e+00, eps: 1.94e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  0, umax: 3.50e+01, vismax: 4.98e+02, kmin: 1.76e-02, epsmin: 1.82e-01, ommin: 1.00e+00, fkmax: 4.52e+00

time one iteration: 2.00e-01
modify_u, ustar[-2,-2],[2,2] 0.6299949400183381 0.596368723807469
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05          0.024
           1(D)        20541            218683  0.000518        0.00568
           2(D)         1835              8255   0.00245       0.000239
         --------------------------------------------------------------
         Grid Complexity: 1.0946
         Operator Complexity: 1.13798
         Total Memory Usage: 0.0298944 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   1.138748e-01
              0             1.82349   3.751287e-03         0.0329
              1              1.8235   3.888315e-04         0.1037
              2              1.8235   7.161028e-05         0.1842
              3              1.8235   1.725346e-05         0.2409
              4              1.8235   4.179185e-06         0.2422
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1297
         Final Residual: 		   4.179185e-06
         Total Reduction in Residual: 	   3.669983e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0224898
    setup: 0.0163256 s
    solve: 0.00616416 s
    solve(per iteration): 0.00123283 s
resid in solve_pyamgx: 4.18e-06
time solve_pyamgx: 2.68e-02
time u: 3.13e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   6.444170e-02
              0             1.82349   2.119797e-03         0.0329
              1              1.8235   2.401899e-04         0.1133
              2              1.8235   4.263914e-05         0.1775
              3              1.8235   1.165088e-05         0.2732
              4              1.8235   2.935143e-06         0.2519
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1354
         Final Residual: 		   2.935143e-06
         Total Reduction in Residual: 	   4.554726e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0224509
    setup: 0.0163256 s
    solve: 0.00612531 s
    solve(per iteration): 0.00122506 s
resid in solve_pyamgx: 2.94e-06
time solve_pyamgx: 6.55e-03
time v: 8.86e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   7.034303e-02
              0             1.82349   2.337680e-03         0.0332
              1              1.8235   2.428032e-04         0.1039
              2              1.8235   4.120970e-05         0.1697
              3              1.8235   9.777602e-06         0.2373
              4              1.8235   2.293357e-06         0.2346
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1267
         Final Residual: 		   2.293357e-06
         Total Reduction in Residual: 	   3.260247e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0224757
    setup: 0.0163256 s
    solve: 0.00615014 s
    solve(per iteration): 0.00123003 s
resid in solve_pyamgx: 2.29e-06
time solve_pyamgx: 6.66e-03
time w: 8.28e-03
area_out 3.2
flow_in 86.76586881112287 flow_out 86.76453579051591 area_out 3.2 flow_out_new 86.76586881112286 uinc: 0.00041656893967623176
xp.sum(su3d) 2.6381785644957745e-11
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   1.283638e+00
              0             1.82349   7.539138e-01         0.5873
              1              1.8235   3.456580e-01         0.4585
              2              1.8235   1.671852e-01         0.4837
              3              1.8235   8.243993e-02         0.4931
              4              1.8235   4.180349e-02         0.5071
              5              1.8235   2.159966e-02         0.5167
              6              1.8235   1.146791e-02         0.5309
              7              1.8235   6.243850e-03         0.5445
              8              1.8235   3.431843e-03         0.5496
              9              1.8235   1.887704e-03         0.5501
             10              1.8235   1.283677e-03         0.6800
             11              1.8235   7.571487e-04         0.5898
             12              1.8235   4.190241e-04         0.5534
             13              1.8235   2.225243e-04         0.5311
             14              1.8235   1.169881e-04         0.5257
             15              1.8235   6.037525e-05         0.5161
         --------------------------------------------------------------
         Total Iterations: 16
         Avg Convergence Rate: 		         0.5364
         Final Residual: 		   6.037525e-05
         Total Reduction in Residual: 	   4.703449e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.180371
    setup: 0.138297 s
    solve: 0.042074 s
    solve(per iteration): 0.00262962 s
resid in solve_px: 6.04e-05
time p: 5.01e-02
time Smag or Wale: 7.15e-07

comm_min_pans:  -1.09e+03, pk_max: 1.24e+03, u2prim_max: 3.82e+00, v2prim_max: 1.05e+00, w2prim_max: 2.08e+00
south: yplus_min_number 0
south: yplus_max_number 0
south: uplus_min_number 0
south: uplus_max_number 0
dy,ustar_min,max,mean 0.003248857025761432 0.5431699367659504 1.0544673306974006 0.660506143613576
yplus, min,max,mean 28.23490344391121 54.81301753235445 34.334240403800884
uplus, min,max,mean 14.017907758739051 34.03885673766309 25.04079052963911
type(inds_np),type(ds_np) <class 'cupy.ndarray'> <class 'cupy.ndarray'>
yplus_kdtree.shape,inds.shape (3072,) (3072, 5)
number y+ < 5 0
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        65601            694015  0.000161         0.0181
           2(D)         6792            146652   0.00318        0.00353
           3(D)          156               524    0.0215       1.64e-05
         --------------------------------------------------------------
         Grid Complexity: 1.3067
         Operator Complexity: 1.52114
         Total Memory Usage: 0.0459113 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.102102e+00
              0             1.82349   1.891567e-02         0.0061
              1              1.8235   1.358346e-03         0.0718
              2              1.8235   1.561322e-04         0.1149
              3              1.8235   4.618592e-05         0.2958
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0621
         Final Residual: 		   4.618592e-05
         Total Reduction in Residual: 	   1.488859e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0314431
    setup: 0.0255309 s
    solve: 0.00591213 s
    solve(per iteration): 0.00147803 s
resid in solve_pyamgx: 4.62e-05
time solve_pyamgx: 3.61e-02
time k: 4.90e-02
modify_eps, ustar[-2,-2],[2,2] 0.6299934549916285 0.5964967828193298
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 4
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1614144  2.88e-05         0.0243
           1(D)        65722            695258  0.000161         0.0181
           2(D)         6712            142858   0.00317        0.00344
           3(D)          107               251    0.0219       8.81e-06
         --------------------------------------------------------------
         Grid Complexity: 1.30667
         Operator Complexity: 1.51939
         Total Memory Usage: 0.0458482 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   2.379607e+02
              0             1.82349   1.766137e-01         0.0007
              1              1.8235   3.922361e-02         0.2221
              2              1.8235   9.351958e-03         0.2384
         --------------------------------------------------------------
         Total Iterations: 3
         Avg Convergence Rate: 		         0.0340
         Final Residual: 		   9.351958e-03
         Total Reduction in Residual: 	   3.930042e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0299438
    setup: 0.0254935 s
    solve: 0.0044503 s
    solve(per iteration): 0.00148343 s
resid in solve_pyamgx: 9.35e-03
time solve_pyamgx: 3.45e-02
time eps: 4.15e-02

--time step: 139, iter:1, max residual:2.41e-07, u:3.26e-09, v:2.29e-09, w:1.79e-09, p:2.41e-07, k:2.82e-11, eps:4.46e-12, om:0.00e+00


monitor time step: 139, iter:1, u: 1.65e+01, v:-9.66e-02, w: 2.17e+00, p: 1.93e+00, k: 1.33e+00, eps: 1.94e+02, om: 1.00e+00


--time step:  1.17e-03, iter:  1, umax: 3.50e+01, vismax: 4.95e+02, kmin: 1.76e-02, epsmin: 1.82e-01, ommin: 1.00e+00, fkmax: 4.98e+00

time one iteration: 1.97e-01
vismean_mean 1.1428571428571427e-18
modify_u, ustar[-2,-2],[2,2] 0.6299934549916285 0.5964967828193298
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: selector=AGGRESSIVE_PMIS ; 
Cannot read file as JSON object, trying as AMGX config
Cannot read file as JSON object, trying as AMGX config
Converting config string to current config version
Parsing configuration string: interpolator=MULTIPASS ; 
AMG Grid:
         Number of Levels: 3
            LVL         ROWS               NNZ    SPRSTY       Mem (GB)
         --------------------------------------------------------------
           0(D)       236544           1644736  2.94e-05          0.024
           1(D)        20557            218863  0.000518        0.00569
           2(D)         1830              8352   0.00249       0.000241
         --------------------------------------------------------------
         Grid Complexity: 1.09464
         Operator Complexity: 1.13815
         Total Memory Usage: 0.0299012 GB
         --------------------------------------------------------------
solvers setup
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   5.674492e+00
              0             1.82349   1.728170e-01         0.0305
              1              1.8235   1.460725e-02         0.0845
              2              1.8235   2.601300e-03         0.1781
              3              1.8235   5.833130e-04         0.2242
              4              1.8235   1.319598e-04         0.2262
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1184
         Final Residual: 		   1.319598e-04
         Total Reduction in Residual: 	   2.325491e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0223796
    setup: 0.0162791 s
    solve: 0.00610048 s
    solve(per iteration): 0.0012201 s
resid in solve_pyamgx: 1.32e-04
time solve_pyamgx: 2.67e-02
time u: 3.28e-02
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   3.658704e+00
              0             1.82349   9.893695e-02         0.0270
              1              1.8235   3.831731e-03         0.0387
              2              1.8235   5.726803e-04         0.1495
              3              1.8235   1.053652e-04         0.1840
         --------------------------------------------------------------
         Total Iterations: 4
         Avg Convergence Rate: 		         0.0733
         Final Residual: 		   1.053652e-04
         Total Reduction in Residual: 	   2.879850e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0211657
    setup: 0.0162791 s
    solve: 0.00488653 s
    solve(per iteration): 0.00122163 s
resid in solve_pyamgx: 1.05e-04
time solve_pyamgx: 5.37e-03
time v: 7.62e-03
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   4.567974e+00
              0             1.82349   1.150870e-01         0.0252
              1              1.8235   8.457592e-03         0.0735
              2              1.8235   1.498756e-03         0.1772
              3              1.8235   3.279413e-04         0.2188
              4              1.8235   7.370002e-05         0.2247
         --------------------------------------------------------------
         Total Iterations: 5
         Avg Convergence Rate: 		         0.1100
         Final Residual: 		   7.370002e-05
         Total Reduction in Residual: 	   1.613407e-05
         Maximum Memory Usage: 		          1.823 GB
         --------------------------------------------------------------
Total Time: 0.0223744
    setup: 0.0162791 s
    solve: 0.00609526 s
    solve(per iteration): 0.00121905 s
resid in solve_pyamgx: 7.37e-05
time solve_pyamgx: 6.53e-03
time w: 8.21e-03
area_out 3.2
flow_in 86.7658688111229 flow_out 86.76453584035838 area_out 3.2 flow_out_new 86.76586881112291 uinc: 0.0004165533639133301
xp.sum(su3d) -7.813083513497077e-12
           iter      Mem Usage (GB)       residual           rate
         --------------------------------------------------------------
            Ini             1.82349   4.331829e+00
              0             1.82349   1.852372e+00         0.4276
              1              1.8235   8.435662e-01         0.4554
              2              1.8235   4.042316e-01         0.4792
              3              1.8235   1.986975e-01         0.4915
              4              1.8235   1.004359e-01         0.5055
              5              1.8235   4.987807e-02         0.4966
              6              1.8235   2.514200e-02         0.5041
              7              1.8235   1.331299e-02         0.5295
              8              1.8235   7.292126e-03         0.5477
