Object for monitoring convergence of iterative solvers.
The following example shows how to use the iterative solver monitor for monitoring convergence of linear iterative solver:
Solving linear system on host:
Row: 0 -> 0:2.5 1:-1
Row: 1 -> 0:-1 1:2.5 2:-1
Row: 2 -> 1:-1 2:2.5 3:-1
Row: 3 -> 2:-1 3:2.5 4:-1
Row: 4 -> 3:-1 4:2.5
Vector b = [ 1.5, 0.5, 0.5, 0.5, 1.5 ]
Jacobi stage: ITER: 27033 RES: 0.01136
Jacobi stage: ITER: 53807 RES: 0.00018586
Jacobi stage: ITER: 83467 RES: 1.9539e-06
Vector x = [ 0.999999, 0.999999, 0.999998, 0.999999, 0.999999 ]
Solving linear system on CUDA device:
Row: 0 -> 0:2.5 1:-1
Row: 1 -> 0:-1 1:2.5 2:-1
Row: 2 -> 1:-1 2:2.5 3:-1
Row: 3 -> 2:-1 3:2.5 4:-1
Row: 4 -> 3:-1 4:2.5
Vector b = [ 1.5, 0.5, 0.5, 0.5, 1.5 ]
Jacobi stage: ITER: 3995 RES: 0.40051
Jacobi stage: ITER: 4443 RES: 0.37154
Jacobi stage: ITER: 4769 RES: 0.35205
Jacobi stage: ITER: 5093 RES: 0.33403
Jacobi stage: ITER: 5415 RES: 0.31731
Jacobi stage: ITER: 5739 RES: 0.30136
Jacobi stage: ITER: 6063 RES: 0.28632
Jacobi stage: ITER: 6385 RES: 0.27211
Jacobi stage: ITER: 6709 RES: 0.25867
Jacobi stage: ITER: 7031 RES: 0.24608
Jacobi stage: ITER: 7355 RES: 0.234
Jacobi stage: ITER: 7679 RES: 0.22253
Jacobi stage: ITER: 8001 RES: 0.21165
Jacobi stage: ITER: 8323 RES: 0.20144
Jacobi stage: ITER: 8647 RES: 0.19161
Jacobi stage: ITER: 8971 RES: 0.18228
Jacobi stage: ITER: 9293 RES: 0.1734
Jacobi stage: ITER: 9617 RES: 0.16496
Jacobi stage: ITER: 9939 RES: 0.15703
Jacobi stage: ITER: 10263 RES: 0.1494
Jacobi stage: ITER: 10587 RES: 0.14214
Jacobi stage: ITER: 10911 RES: 0.13523
Jacobi stage: ITER: 11235 RES: 0.12866
Jacobi stage: ITER: 11539 RES: 0.12279
Jacobi stage: ITER: 11843 RES: 0.11718
Jacobi stage: ITER: 12171 RES: 0.11142
Jacobi stage: ITER: 12499 RES: 0.10595
Jacobi stage: ITER: 12827 RES: 0.10074
Jacobi stage: ITER: 13155 RES: 0.095788
Jacobi stage: ITER: 13449 RES: 0.091529
Jacobi stage: ITER: 13779 RES: 0.087032
Jacobi stage: ITER: 14109 RES: 0.082704
Jacobi stage: ITER: 14437 RES: 0.07864
Jacobi stage: ITER: 14765 RES: 0.074776
Jacobi stage: ITER: 15095 RES: 0.071102
Jacobi stage: ITER: 15411 RES: 0.067733
Jacobi stage: ITER: 15707 RES: 0.064722
Jacobi stage: ITER: 16011 RES: 0.06177
Jacobi stage: ITER: 16335 RES: 0.058771
Jacobi stage: ITER: 16663 RES: 0.055883
Jacobi stage: ITER: 16987 RES: 0.05317
Jacobi stage: ITER: 17311 RES: 0.050589
Jacobi stage: ITER: 17631 RES: 0.048162
Jacobi stage: ITER: 17959 RES: 0.045796
Jacobi stage: ITER: 18287 RES: 0.043546
Jacobi stage: ITER: 18617 RES: 0.041381
Jacobi stage: ITER: 18911 RES: 0.039566
Jacobi stage: ITER: 19227 RES: 0.037691
Jacobi stage: ITER: 19539 RES: 0.035927
Jacobi stage: ITER: 19867 RES: 0.034162
Jacobi stage: ITER: 20193 RES: 0.032484
Jacobi stage: ITER: 20523 RES: 0.030888
Jacobi stage: ITER: 20831 RES: 0.02946
Jacobi stage: ITER: 21155 RES: 0.02803
Jacobi stage: ITER: 21483 RES: 0.026653
Jacobi stage: ITER: 21813 RES: 0.025328
Jacobi stage: ITER: 22127 RES: 0.024143
Jacobi stage: ITER: 22427 RES: 0.023055
Jacobi stage: ITER: 22739 RES: 0.021977
Jacobi stage: ITER: 23063 RES: 0.02091
Jacobi stage: ITER: 23395 RES: 0.01987
Jacobi stage: ITER: 23727 RES: 0.018882
Jacobi stage: ITER: 24041 RES: 0.017988
Jacobi stage: ITER: 24363 RES: 0.017125
Jacobi stage: ITER: 24695 RES: 0.016273
Jacobi stage: ITER: 25023 RES: 0.015474
Jacobi stage: ITER: 25353 RES: 0.014704
Jacobi stage: ITER: 25617 RES: 0.01412
Jacobi stage: ITER: 25913 RES: 0.013493
Jacobi stage: ITER: 26239 RES: 0.012837
Jacobi stage: ITER: 26567 RES: 0.012207
Jacobi stage: ITER: 26897 RES: 0.0116
Jacobi stage: ITER: 27219 RES: 0.011043
Jacobi stage: ITER: 27543 RES: 0.010507
Jacobi stage: ITER: 27867 RES: 0.0099972
Jacobi stage: ITER: 28193 RES: 0.009506
Jacobi stage: ITER: 28523 RES: 0.0090389
Jacobi stage: ITER: 28841 RES: 0.0086054
Jacobi stage: ITER: 29139 RES: 0.0082229
Jacobi stage: ITER: 29463 RES: 0.0078237
Jacobi stage: ITER: 29793 RES: 0.0074347
Jacobi stage: ITER: 30123 RES: 0.0070694
Jacobi stage: ITER: 30453 RES: 0.006718
Jacobi stage: ITER: 30767 RES: 0.0064036
Jacobi stage: ITER: 31089 RES: 0.0060927
Jacobi stage: ITER: 31417 RES: 0.0057934
Jacobi stage: ITER: 31745 RES: 0.0055087
Jacobi stage: ITER: 32075 RES: 0.0052381
Jacobi stage: ITER: 32399 RES: 0.0049838
Jacobi stage: ITER: 32679 RES: 0.004774
Jacobi stage: ITER: 32979 RES: 0.004559
Jacobi stage: ITER: 33307 RES: 0.004335
Jacobi stage: ITER: 33635 RES: 0.004122
Jacobi stage: ITER: 33963 RES: 0.0039194
Jacobi stage: ITER: 34283 RES: 0.0037315
Jacobi stage: ITER: 34601 RES: 0.0035525
Jacobi stage: ITER: 34925 RES: 0.00338
Jacobi stage: ITER: 35255 RES: 0.0032139
Jacobi stage: ITER: 35571 RES: 0.0030617
Jacobi stage: ITER: 35887 RES: 0.0029166
Jacobi stage: ITER: 36191 RES: 0.0027835
Jacobi stage: ITER: 36519 RES: 0.0026468
Jacobi stage: ITER: 36847 RES: 0.0025167
Jacobi stage: ITER: 37171 RES: 0.0023946
Jacobi stage: ITER: 37499 RES: 0.0022769
Jacobi stage: ITER: 37825 RES: 0.002165
Jacobi stage: ITER: 38151 RES: 0.0020599
Jacobi stage: ITER: 38477 RES: 0.0019587
Jacobi stage: ITER: 38803 RES: 0.0018636
Jacobi stage: ITER: 39129 RES: 0.001772
Jacobi stage: ITER: 39455 RES: 0.001686
Jacobi stage: ITER: 39783 RES: 0.0016032
Jacobi stage: ITER: 40107 RES: 0.0015253
Jacobi stage: ITER: 40449 RES: 0.0014468
Jacobi stage: ITER: 40789 RES: 0.0013732
Jacobi stage: ITER: 41115 RES: 0.0013066
Jacobi stage: ITER: 41441 RES: 0.0012424
Jacobi stage: ITER: 41767 RES: 0.001182
Jacobi stage: ITER: 42095 RES: 0.001124
Jacobi stage: ITER: 42419 RES: 0.0010694
Jacobi stage: ITER: 42747 RES: 0.0010169
Jacobi stage: ITER: 43073 RES: 0.00096689
Jacobi stage: ITER: 43399 RES: 0.00091995
Jacobi stage: ITER: 43725 RES: 0.00087475
Jacobi stage: ITER: 44051 RES: 0.00083228
Jacobi stage: ITER: 44377 RES: 0.00079139
Jacobi stage: ITER: 44703 RES: 0.00075297
Jacobi stage: ITER: 45029 RES: 0.00071597
Jacobi stage: ITER: 45355 RES: 0.00068121
Jacobi stage: ITER: 45683 RES: 0.00064774
Jacobi stage: ITER: 46007 RES: 0.0006163
Jacobi stage: ITER: 46335 RES: 0.00058602
Jacobi stage: ITER: 46661 RES: 0.00055722
Jacobi stage: ITER: 46987 RES: 0.00053017
Jacobi stage: ITER: 47313 RES: 0.00050412
Jacobi stage: ITER: 47639 RES: 0.00047965
Jacobi stage: ITER: 47967 RES: 0.00045608
Jacobi stage: ITER: 48291 RES: 0.00043394
Jacobi stage: ITER: 48619 RES: 0.00041262
Jacobi stage: ITER: 48945 RES: 0.00039234
Jacobi stage: ITER: 49271 RES: 0.0003733
Jacobi stage: ITER: 49597 RES: 0.00035495
Jacobi stage: ITER: 49923 RES: 0.00033772
Jacobi stage: ITER: 50249 RES: 0.00032113
Jacobi stage: ITER: 50575 RES: 0.00030554
Jacobi stage: ITER: 50901 RES: 0.00029053
Jacobi stage: ITER: 51227 RES: 0.00027642
Jacobi stage: ITER: 51555 RES: 0.00026284
Jacobi stage: ITER: 51879 RES: 0.00025008
Jacobi stage: ITER: 52207 RES: 0.00023779
Jacobi stage: ITER: 52531 RES: 0.00022625
Jacobi stage: ITER: 52859 RES: 0.00021513
Jacobi stage: ITER: 53185 RES: 0.00020456
Jacobi stage: ITER: 53511 RES: 0.00019463
Jacobi stage: ITER: 53839 RES: 0.00018507
Jacobi stage: ITER: 54163 RES: 0.00017608
Jacobi stage: ITER: 54491 RES: 0.00016743
Jacobi stage: ITER: 54817 RES: 0.0001592
Jacobi stage: ITER: 55143 RES: 0.00015148
Jacobi stage: ITER: 55469 RES: 0.00014403
Jacobi stage: ITER: 55795 RES: 0.00013704
Jacobi stage: ITER: 56121 RES: 0.00013031
Jacobi stage: ITER: 56447 RES: 0.00012398
Jacobi stage: ITER: 56775 RES: 0.00011789
Jacobi stage: ITER: 57099 RES: 0.00011217
Jacobi stage: ITER: 57427 RES: 0.00010665
Jacobi stage: ITER: 57753 RES: 0.00010141
Jacobi stage: ITER: 58079 RES: 9.6491e-05
Jacobi stage: ITER: 58405 RES: 9.175e-05
Jacobi stage: ITER: 58731 RES: 8.7296e-05
Jacobi stage: ITER: 59059 RES: 8.3006e-05
Jacobi stage: ITER: 59383 RES: 7.8977e-05
Jacobi stage: ITER: 59711 RES: 7.5096e-05
Jacobi stage: ITER: 60037 RES: 7.1406e-05
Jacobi stage: ITER: 60363 RES: 6.794e-05
Jacobi stage: ITER: 60689 RES: 6.4602e-05
Jacobi stage: ITER: 61015 RES: 6.1465e-05
Jacobi stage: ITER: 61343 RES: 5.8445e-05
Jacobi stage: ITER: 61669 RES: 5.5574e-05
Jacobi stage: ITER: 61995 RES: 5.2876e-05
Jacobi stage: ITER: 62321 RES: 5.0278e-05
Jacobi stage: ITER: 62647 RES: 4.7837e-05
Jacobi stage: ITER: 62975 RES: 4.5486e-05
Jacobi stage: ITER: 63301 RES: 4.3252e-05
Jacobi stage: ITER: 63627 RES: 4.1152e-05
Jacobi stage: ITER: 63953 RES: 3.913e-05
Jacobi stage: ITER: 64279 RES: 3.723e-05
Jacobi stage: ITER: 64607 RES: 3.5401e-05
Jacobi stage: ITER: 64931 RES: 3.3682e-05
Jacobi stage: ITER: 65259 RES: 3.2027e-05
Jacobi stage: ITER: 65585 RES: 3.0454e-05
Jacobi stage: ITER: 65911 RES: 2.8975e-05
Jacobi stage: ITER: 66237 RES: 2.7552e-05
Jacobi stage: ITER: 66563 RES: 2.6214e-05
Jacobi stage: ITER: 66891 RES: 2.4926e-05
Jacobi stage: ITER: 67215 RES: 2.3716e-05
Jacobi stage: ITER: 67543 RES: 2.2551e-05
Jacobi stage: ITER: 67869 RES: 2.1443e-05
Jacobi stage: ITER: 68195 RES: 2.0402e-05
Jacobi stage: ITER: 68523 RES: 1.9399e-05
Jacobi stage: ITER: 68849 RES: 1.8446e-05
Jacobi stage: ITER: 69175 RES: 1.7551e-05
Jacobi stage: ITER: 69501 RES: 1.6688e-05
Jacobi stage: ITER: 69827 RES: 1.5878e-05
Jacobi stage: ITER: 70155 RES: 1.5098e-05
Jacobi stage: ITER: 70481 RES: 1.4356e-05
Jacobi stage: ITER: 70807 RES: 1.3659e-05
Jacobi stage: ITER: 71133 RES: 1.2988e-05
Jacobi stage: ITER: 71459 RES: 1.2357e-05
Jacobi stage: ITER: 71787 RES: 1.175e-05
Jacobi stage: ITER: 72111 RES: 1.118e-05
Jacobi stage: ITER: 72439 RES: 1.0631e-05
Jacobi stage: ITER: 72765 RES: 1.0108e-05
Jacobi stage: ITER: 73091 RES: 9.6175e-06
Jacobi stage: ITER: 73417 RES: 9.1449e-06
Jacobi stage: ITER: 73743 RES: 8.7009e-06
Jacobi stage: ITER: 74069 RES: 8.2734e-06
Jacobi stage: ITER: 74395 RES: 7.8718e-06
Jacobi stage: ITER: 74723 RES: 7.485e-06
Jacobi stage: ITER: 75047 RES: 7.1216e-06
Jacobi stage: ITER: 75375 RES: 6.7717e-06
Jacobi stage: ITER: 75701 RES: 6.439e-06
Jacobi stage: ITER: 76027 RES: 6.1264e-06
Jacobi stage: ITER: 76353 RES: 5.8254e-06
Jacobi stage: ITER: 76679 RES: 5.5426e-06
Jacobi stage: ITER: 77005 RES: 5.2702e-06
Jacobi stage: ITER: 77331 RES: 5.0144e-06
Jacobi stage: ITER: 77659 RES: 4.768e-06
Jacobi stage: ITER: 77983 RES: 4.5365e-06
Jacobi stage: ITER: 78311 RES: 4.3136e-06
Jacobi stage: ITER: 78637 RES: 4.1017e-06
Jacobi stage: ITER: 78963 RES: 3.9026e-06
Jacobi stage: ITER: 79291 RES: 3.7108e-06
Jacobi stage: ITER: 79615 RES: 3.5307e-06
Jacobi stage: ITER: 79943 RES: 3.3572e-06
Jacobi stage: ITER: 80269 RES: 3.1922e-06
Jacobi stage: ITER: 80595 RES: 3.0373e-06
Jacobi stage: ITER: 80921 RES: 2.888e-06
Jacobi stage: ITER: 81247 RES: 2.7478e-06
Jacobi stage: ITER: 81573 RES: 2.6128e-06
Jacobi stage: ITER: 81899 RES: 2.486e-06
Jacobi stage: ITER: 82227 RES: 2.3638e-06
Jacobi stage: ITER: 82551 RES: 2.2491e-06
Jacobi stage: ITER: 82879 RES: 2.1385e-06
Jacobi stage: ITER: 83205 RES: 2.0335e-06
Jacobi stage: ITER: 83531 RES: 1.9348e-06
Jacobi stage: ITER: 83857 RES: 1.8397e-06
Jacobi stage: ITER: 84183 RES: 1.7504e-06
Jacobi stage: ITER: 84509 RES: 1.6644e-06
Jacobi stage: ITER: 84835 RES: 1.5836e-06
Jacobi stage: ITER: 85163 RES: 1.5058e-06
Jacobi stage: ITER: 85487 RES: 1.4327e-06
Jacobi stage: ITER: 85815 RES: 1.3623e-06
Jacobi stage: ITER: 86141 RES: 1.2953e-06
Jacobi stage: ITER: 86467 RES: 1.2325e-06
Jacobi stage: ITER: 86795 RES: 1.1719e-06
Jacobi stage: ITER: 87119 RES: 1.115e-06
Jacobi stage: ITER: 87447 RES: 1.0602e-06
Jacobi stage: ITER: 87773 RES: 1.0081e-06
Vector x = [ 0.999999, 0.999999, 0.999998, 0.999999, 0.999999 ]
Solving linear system on host:
Row: 0 -> 0:2.5 1:-1
Row: 1 -> 0:-1 1:2.5 2:-1
Row: 2 -> 1:-1 2:2.5 3:-1
Row: 3 -> 2:-1 3:2.5 4:-1
Row: 4 -> 3:-1 4:2.5
Vector b = [ 1.5, 0.5, 0.5, 0.5, 1.5 ]
ELA:1.3022e-
ELA: 0.10011 Jacobi stage: ITER: 26835 RES: 0.011707
ELA: 0.20022 Jacobi stage: ITER: 54557 RES: 0.00016569
ELA: 0.30033 Jacobi stage: ITER: 83925 RES: 1.8206e-06
Vector x = [ 0.999999, 0.999999, 0.999998, 0.999999, 0.999999 ]
Solving linear system on CUDA device:
Row: 0 -> 0:2.5 1:-1
Row: 1 -> 0:-1 1:2.5 2:-1
Row: 2 -> 1:-1 2:2.5 3:-1
Row: 3 -> 2:-1 3:2.5 4:-1
Row: 4 -> 3:-1 4:2.5
Vector b = [ 1.5, 0.5, 0.5, 0.5, 1.5 ]
ELA:2.5538e-
ELA: 0.10013 Jacobi stage: ITER: 383 RES: 0.88222
ELA: 0.20025 Jacobi stage: ITER: 721 RES: 0.79705
ELA: 0.30038 Jacobi stage: ITER: 1043 RES: 0.73017
ELA: 0.4005 Jacobi stage: ITER: 1367 RES: 0.67269
ELA: 0.50062 Jacobi stage: ITER: 1691 RES: 0.62332
ELA: 0.60074 Jacobi stage: ITER: 2015 RES: 0.58037
ELA: 0.70086 Jacobi stage: ITER: 2337 RES: 0.54257
ELA: 0.80096 Jacobi stage: ITER: 2661 RES: 0.50891
ELA: 0.90109 Jacobi stage: ITER: 2983 RES: 0.47901
ELA: 1.0012 Jacobi stage: ITER: 3307 RES: 0.45152
ELA: 1.1014 Jacobi stage: ITER: 3631 RES: 0.42639
ELA: 1.2015 Jacobi stage: ITER: 3953 RES: 0.40325
ELA: 1.3016 Jacobi stage: ITER: 4275 RES: 0.38181
ELA: 1.4017 Jacobi stage: ITER: 4599 RES: 0.3621
ELA: 1.5018 Jacobi stage: ITER: 4923 RES: 0.34345
ELA: 1.6019 Jacobi stage: ITER: 5245 RES: 0.32596
ELA: 1.7021 Jacobi stage: ITER: 5569 RES: 0.30951
ELA: 1.8022 Jacobi stage: ITER: 5891 RES: 0.2942
ELA: 1.9023 Jacobi stage: ITER: 6215 RES: 0.27956
ELA: 2.0024 Jacobi stage: ITER: 6539 RES: 0.26571
ELA: 2.1025 Jacobi stage: ITER: 6863 RES: 0.2526
ELA: 2.2026 Jacobi stage: ITER: 7187 RES: 0.24018
ELA: 2.3027 Jacobi stage: ITER: 7511 RES: 0.2284
ELA: 2.4029 Jacobi stage: ITER: 7797 RES: 0.21844
ELA: 2.503 Jacobi stage: ITER: 8119 RES: 0.20789
ELA: 2.6031 Jacobi stage: ITER: 8447 RES: 0.19762
ELA: 2.7032 Jacobi stage: ITER: 8775 RES: 0.18787
ELA: 2.8033 Jacobi stage: ITER: 9101 RES: 0.17861
ELA: 2.9035 Jacobi stage: ITER: 9407 RES: 0.17043
ELA: 3.0036 Jacobi stage: ITER: 9721 RES: 0.16234
ELA: 3.1037 Jacobi stage: ITER: 10051 RES: 0.15435
ELA: 3.2038 Jacobi stage: ITER: 10379 RES: 0.14676
ELA: 3.3039 Jacobi stage: ITER: 10707 RES: 0.13954
ELA: 3.404 Jacobi stage: ITER: 11033 RES: 0.13268
ELA: 3.5041 Jacobi stage: ITER: 11351 RES: 0.12639
ELA: 3.6043 Jacobi stage: ITER: 11651 RES: 0.12069
ELA: 3.7044 Jacobi stage: ITER: 11971 RES: 0.1149
ELA: 3.8045 Jacobi stage: ITER: 12275 RES: 0.10965
ELA: 3.9046 Jacobi stage: ITER: 12599 RES: 0.10433
ELA: 4.0047 Jacobi stage: ITER: 12919 RES: 0.099324
ELA: 4.1048 Jacobi stage: ITER: 13249 RES: 0.094385
ELA: 4.2049 Jacobi stage: ITER: 13567 RES: 0.089913
ELA: 4.305 Jacobi stage: ITER: 13887 RES: 0.0856
ELA: 4.4052 Jacobi stage: ITER: 14215 RES: 0.081393
ELA: 4.5053 Jacobi stage: ITER: 14547 RES: 0.077346
ELA: 4.6054 Jacobi stage: ITER: 14843 RES: 0.073908
ELA: 4.7055 Jacobi stage: ITER: 15163 RES: 0.070363
ELA: 4.8056 Jacobi stage: ITER: 15469 RES: 0.067112
ELA: 4.9057 Jacobi stage: ITER: 15795 RES: 0.063853
ELA: 5.0058 Jacobi stage: ITER: 16121 RES: 0.060716
ELA: 5.1059 Jacobi stage: ITER: 16451 RES: 0.057733
ELA: 5.206 Jacobi stage: ITER: 16763 RES: 0.055031
ELA: 5.3061 Jacobi stage: ITER: 17085 RES: 0.05236
ELA: 5.4062 Jacobi stage: ITER: 17413 RES: 0.049787
ELA: 5.5063 Jacobi stage: ITER: 17739 RES: 0.04737
ELA: 5.6064 Jacobi stage: ITER: 18071 RES: 0.045015
ELA: 5.7066 Jacobi stage: ITER: 18369 RES: 0.042987
ELA: 5.8067 Jacobi stage: ITER: 18667 RES: 0.041077
ELA: 5.9068 Jacobi stage: ITER: 18993 RES: 0.039058
ELA: 6.007 Jacobi stage: ITER: 19319 RES: 0.037162
ELA: 6.1071 Jacobi stage: ITER: 19647 RES: 0.035336
ELA: 6.2072 Jacobi stage: ITER: 19965 RES: 0.033641
ELA: 6.3073 Jacobi stage: ITER: 20287 RES: 0.032028
ELA: 6.4074 Jacobi stage: ITER: 20613 RES: 0.030454
ELA: 6.5075 Jacobi stage: ITER: 20941 RES: 0.028958
ELA: 6.6076 Jacobi stage: ITER: 21273 RES: 0.027518
ELA: 6.7077 Jacobi stage: ITER: 21537 RES: 0.026425
ELA: 6.8078 Jacobi stage: ITER: 21835 RES: 0.02525
ELA: 6.908 Jacobi stage: ITER: 22159 RES: 0.024024
ELA: 7.0081 Jacobi stage: ITER: 22483 RES: 0.022858
ELA: 7.1082 Jacobi stage: ITER: 22811 RES: 0.021735
ELA: 7.2083 Jacobi stage: ITER: 23143 RES: 0.020654
ELA: 7.3084 Jacobi stage: ITER: 23459 RES: 0.019676
ELA: 7.4085 Jacobi stage: ITER: 23781 RES: 0.01872
ELA: 7.5086 Jacobi stage: ITER: 24107 RES: 0.017812
ELA: 7.6088 Jacobi stage: ITER: 24437 RES: 0.016926
ELA: 7.7089 Jacobi stage: ITER: 24769 RES: 0.016084
ELA: 7.809 Jacobi stage: ITER: 25063 RES: 0.015379
ELA: 7.9091 Jacobi stage: ITER: 25371 RES: 0.014668
ELA: 8.0092 Jacobi stage: ITER: 25701 RES: 0.013939
ELA: 8.1093 Jacobi stage: ITER: 26031 RES: 0.013254
ELA: 8.2094 Jacobi stage: ITER: 26361 RES: 0.012595
ELA: 8.3095 Jacobi stage: ITER: 26679 RES: 0.011999
ELA: 8.4096 Jacobi stage: ITER: 26999 RES: 0.011423
ELA: 8.5097 Jacobi stage: ITER: 27325 RES: 0.010862
ELA: 8.6098 Jacobi stage: ITER: 27651 RES: 0.010334
ELA: 8.71 Jacobi stage: ITER: 27979 RES: 0.0098267
ELA: 8.8101 Jacobi stage: ITER: 28313 RES: 0.0093324
ELA: 8.9102 Jacobi stage: ITER: 28595 RES: 0.0089395
ELA: 9.0103 Jacobi stage: ITER: 28887 RES: 0.0085474
ELA: 9.1104 Jacobi stage: ITER: 29207 RES: 0.0081375
ELA: 9.2105 Jacobi stage: ITER: 29535 RES: 0.0077376
ELA: 9.3106 Jacobi stage: ITER: 29863 RES: 0.0073575
ELA: 9.4108 Jacobi stage: ITER: 30195 RES: 0.0069917
ELA: 9.5109 Jacobi stage: ITER: 30507 RES: 0.0066645
ELA: 9.611 Jacobi stage: ITER: 30825 RES: 0.0063449
ELA: 9.7128 Jacobi stage: ITER: 31159 RES: 0.0060294
ELA: 9.8129 Jacobi stage: ITER: 31481 RES: 0.0057367
ELA: 9.913 Jacobi stage: ITER: 31785 RES: 0.005475
ELA: 10.015 Jacobi stage: ITER: 32095 RES: 0.005222
ELA: 10.115 Jacobi stage: ITER: 32423 RES: 0.0049654
ELA: 10.215 Jacobi stage: ITER: 32751 RES: 0.0047214
ELA: 10.315 Jacobi stage: ITER: 33077 RES: 0.0044895
ELA: 10.415 Jacobi stage: ITER: 33403 RES: 0.0042715
ELA: 10.515 Jacobi stage: ITER: 33729 RES: 0.0040616
ELA: 10.616 Jacobi stage: ITER: 34055 RES: 0.0038644
ELA: 10.716 Jacobi stage: ITER: 34381 RES: 0.0036746
ELA: 10.816 Jacobi stage: ITER: 34707 RES: 0.0034962
ELA: 10.916 Jacobi stage: ITER: 35035 RES: 0.0033244
ELA: 11.016 Jacobi stage: ITER: 35361 RES: 0.0031611
ELA: 11.116 Jacobi stage: ITER: 35687 RES: 0.0030076
ELA: 11.216 Jacobi stage: ITER: 36013 RES: 0.0028598
ELA: 11.322 Jacobi stage: ITER: 36351 RES: 0.002716
ELA: 11.422 Jacobi stage: ITER: 36643 RES: 0.0025968
ELA: 11.522 Jacobi stage: ITER: 36969 RES: 0.0024693
ELA: 11.622 Jacobi stage: ITER: 37295 RES: 0.0023494
ELA: 11.722 Jacobi stage: ITER: 37621 RES: 0.0022339
ELA: 11.822 Jacobi stage: ITER: 37947 RES: 0.0021255
ELA: 11.922 Jacobi stage: ITER: 38273 RES: 0.0020211
ELA: 12.022 Jacobi stage: ITER: 38599 RES: 0.0019229
ELA: 12.122 Jacobi stage: ITER: 38927 RES: 0.0018285
ELA: 12.222 Jacobi stage: ITER: 39251 RES: 0.0017397
ELA: 12.323 Jacobi stage: ITER: 39579 RES: 0.0016542
ELA: 12.423 Jacobi stage: ITER: 39905 RES: 0.0015729
ELA: 12.523 Jacobi stage: ITER: 40231 RES: 0.0014966
ELA: 12.623 Jacobi stage: ITER: 40557 RES: 0.001423
ELA: 12.723 Jacobi stage: ITER: 40883 RES: 0.001354
ELA: 12.823 Jacobi stage: ITER: 41209 RES: 0.0012874
ELA: 12.923 Jacobi stage: ITER: 41535 RES: 0.0012249
ELA: 13.023 Jacobi stage: ITER: 41863 RES: 0.0011647
ELA: 13.123 Jacobi stage: ITER: 42187 RES: 0.0011082
ELA: 13.223 Jacobi stage: ITER: 42515 RES: 0.0010537
ELA: 13.323 Jacobi stage: ITER: 42841 RES: 0.001002
ELA: 13.424 Jacobi stage: ITER: 43167 RES: 0.00095332
ELA: 13.524 Jacobi stage: ITER: 43493 RES: 0.00090648
ELA: 13.624 Jacobi stage: ITER: 43819 RES: 0.00086248
ELA: 13.724 Jacobi stage: ITER: 44147 RES: 0.0008201
ELA: 13.824 Jacobi stage: ITER: 44471 RES: 0.00078028
ELA: 13.924 Jacobi stage: ITER: 44799 RES: 0.00074195
ELA: 14.024 Jacobi stage: ITER: 45123 RES: 0.00070549
ELA: 14.124 Jacobi stage: ITER: 45451 RES: 0.00067124
ELA: 14.224 Jacobi stage: ITER: 45777 RES: 0.00063826
ELA: 14.325 Jacobi stage: ITER: 46103 RES: 0.00060727
ELA: 14.425 Jacobi stage: ITER: 46429 RES: 0.00057744
ELA: 14.525 Jacobi stage: ITER: 46755 RES: 0.0005494
ELA: 14.625 Jacobi stage: ITER: 47083 RES: 0.00052241
ELA: 14.725 Jacobi stage: ITER: 47407 RES: 0.00049705
ELA: 14.825 Jacobi stage: ITER: 47735 RES: 0.00047263
ELA: 14.925 Jacobi stage: ITER: 48061 RES: 0.0004494
ELA: 15.025 Jacobi stage: ITER: 48387 RES: 0.00042759
ELA: 15.125 Jacobi stage: ITER: 48713 RES: 0.00040658
ELA: 15.225 Jacobi stage: ITER: 49039 RES: 0.00038684
ELA: 15.326 Jacobi stage: ITER: 49365 RES: 0.00036783
ELA: 15.426 Jacobi stage: ITER: 49691 RES: 0.00034997
ELA: 15.526 Jacobi stage: ITER: 50019 RES: 0.00033278
ELA: 15.626 Jacobi stage: ITER: 50343 RES: 0.00031662
ELA: 15.726 Jacobi stage: ITER: 50671 RES: 0.00030107
ELA: 15.826 Jacobi stage: ITER: 50997 RES: 0.00028627
ELA: 15.926 Jacobi stage: ITER: 51323 RES: 0.00027238
ELA: 16.026 Jacobi stage: ITER: 51649 RES: 0.00025899
ELA: 16.126 Jacobi stage: ITER: 51975 RES: 0.00024642
ELA: 16.227 Jacobi stage: ITER: 52301 RES: 0.00023431
ELA: 16.327 Jacobi stage: ITER: 52627 RES: 0.00022294
ELA: 16.427 Jacobi stage: ITER: 52955 RES: 0.00021198
ELA: 16.527 Jacobi stage: ITER: 53279 RES: 0.00020169
ELA: 16.627 Jacobi stage: ITER: 53607 RES: 0.00019178
ELA: 16.727 Jacobi stage: ITER: 53933 RES: 0.00018236
ELA: 16.827 Jacobi stage: ITER: 54259 RES: 0.0001735
ELA: 16.927 Jacobi stage: ITER: 54585 RES: 0.00016498
ELA: 17.027 Jacobi stage: ITER: 54911 RES: 0.00015697
ELA: 17.127 Jacobi stage: ITER: 55237 RES: 0.00014926
ELA: 17.227 Jacobi stage: ITER: 55563 RES: 0.00014201
ELA: 17.328 Jacobi stage: ITER: 55891 RES: 0.00013503
ELA: 17.428 Jacobi stage: ITER: 56215 RES: 0.00012848
ELA: 17.528 Jacobi stage: ITER: 56543 RES: 0.00012217
ELA: 17.628 Jacobi stage: ITER: 56867 RES: 0.00011623
ELA: 17.728 Jacobi stage: ITER: 57195 RES: 0.00011052
ELA: 17.828 Jacobi stage: ITER: 57521 RES: 0.00010509
ELA: 17.928 Jacobi stage: ITER: 57847 RES: 9.9991e-05
ELA: 18.028 Jacobi stage: ITER: 58173 RES: 9.5078e-05
ELA: 18.128 Jacobi stage: ITER: 58499 RES: 9.0462e-05
ELA: 18.228 Jacobi stage: ITER: 58825 RES: 8.6018e-05
ELA: 18.328 Jacobi stage: ITER: 59151 RES: 8.1842e-05
ELA: 18.428 Jacobi stage: ITER: 59479 RES: 7.7821e-05
ELA: 18.528 Jacobi stage: ITER: 59803 RES: 7.4042e-05
ELA: 18.629 Jacobi stage: ITER: 60131 RES: 7.0405e-05
ELA: 18.729 Jacobi stage: ITER: 60455 RES: 6.6986e-05
ELA: 18.829 Jacobi stage: ITER: 60783 RES: 6.3695e-05
ELA: 18.929 Jacobi stage: ITER: 61109 RES: 6.0566e-05
ELA: 19.029 Jacobi stage: ITER: 61435 RES: 5.7625e-05
ELA: 19.129 Jacobi stage: ITER: 61761 RES: 5.4794e-05
ELA: 19.229 Jacobi stage: ITER: 62087 RES: 5.2134e-05
ELA: 19.329 Jacobi stage: ITER: 62415 RES: 4.9572e-05
ELA: 19.429 Jacobi stage: ITER: 62739 RES: 4.7166e-05
ELA: 19.53 Jacobi stage: ITER: 63067 RES: 4.4848e-05
ELA: 19.63 Jacobi stage: ITER: 63393 RES: 4.2645e-05
ELA: 19.73 Jacobi stage: ITER: 63719 RES: 4.0574e-05
ELA: 19.83 Jacobi stage: ITER: 64045 RES: 3.8581e-05
ELA: 19.93 Jacobi stage: ITER: 64371 RES: 3.6708e-05
ELA: 20.03 Jacobi stage: ITER: 64699 RES: 3.4904e-05
ELA: 20.13 Jacobi stage: ITER: 65025 RES: 3.3189e-05
ELA: 20.231 Jacobi stage: ITER: 65351 RES: 3.1578e-05
ELA: 20.331 Jacobi stage: ITER: 65677 RES: 3.0026e-05
ELA: 20.431 Jacobi stage: ITER: 66003 RES: 2.8569e-05
ELA: 20.531 Jacobi stage: ITER: 66331 RES: 2.7165e-05
ELA: 20.631 Jacobi stage: ITER: 66657 RES: 2.583e-05
ELA: 20.731 Jacobi stage: ITER: 66983 RES: 2.4576e-05
ELA: 20.831 Jacobi stage: ITER: 67309 RES: 2.3369e-05
ELA: 20.932 Jacobi stage: ITER: 67635 RES: 2.2234e-05
ELA: 21.032 Jacobi stage: ITER: 67963 RES: 2.1142e-05
ELA: 21.132 Jacobi stage: ITER: 68289 RES: 2.0103e-05
ELA: 21.232 Jacobi stage: ITER: 68615 RES: 1.9127e-05
ELA: 21.332 Jacobi stage: ITER: 68941 RES: 1.8187e-05
ELA: 21.432 Jacobi stage: ITER: 69267 RES: 1.7304e-05
ELA: 21.532 Jacobi stage: ITER: 69595 RES: 1.6454e-05
ELA: 21.632 Jacobi stage: ITER: 69919 RES: 1.5655e-05
ELA: 21.733 Jacobi stage: ITER: 70247 RES: 1.4886e-05
ELA: 21.833 Jacobi stage: ITER: 70573 RES: 1.4155e-05
ELA: 21.933 Jacobi stage: ITER: 70899 RES: 1.3467e-05
ELA: 22.033 Jacobi stage: ITER: 71225 RES: 1.2806e-05
ELA: 22.133 Jacobi stage: ITER: 71551 RES: 1.2184e-05
ELA: 22.233 Jacobi stage: ITER: 71879 RES: 1.1585e-05
ELA: 22.333 Jacobi stage: ITER: 72203 RES: 1.1023e-05
ELA: 22.433 Jacobi stage: ITER: 72531 RES: 1.0481e-05
ELA: 22.534 Jacobi stage: ITER: 72857 RES: 9.9664e-06
ELA: 22.634 Jacobi stage: ITER: 73183 RES: 9.4825e-06
ELA: 22.734 Jacobi stage: ITER: 73511 RES: 9.0166e-06
ELA: 22.834 Jacobi stage: ITER: 73835 RES: 8.5789e-06
ELA: 22.934 Jacobi stage: ITER: 74163 RES: 8.1573e-06
ELA: 23.034 Jacobi stage: ITER: 74489 RES: 7.7566e-06
ELA: 23.135 Jacobi stage: ITER: 74815 RES: 7.38e-06
ELA: 23.235 Jacobi stage: ITER: 75143 RES: 7.0174e-06
ELA: 23.335 Jacobi stage: ITER: 75469 RES: 6.6726e-06
ELA: 23.435 Jacobi stage: ITER: 75795 RES: 6.3486e-06
ELA: 23.535 Jacobi stage: ITER: 76121 RES: 6.0367e-06
ELA: 23.635 Jacobi stage: ITER: 76447 RES: 5.7436e-06
ELA: 23.735 Jacobi stage: ITER: 76775 RES: 5.4614e-06
ELA: 23.835 Jacobi stage: ITER: 77099 RES: 5.1963e-06
ELA: 23.935 Jacobi stage: ITER: 77427 RES: 4.941e-06
ELA: 24.036 Jacobi stage: ITER: 77753 RES: 4.6982e-06
ELA: 24.136 Jacobi stage: ITER: 78079 RES: 4.4701e-06
ELA: 24.236 Jacobi stage: ITER: 78405 RES: 4.2505e-06
ELA: 24.336 Jacobi stage: ITER: 78731 RES: 4.0441e-06
ELA: 24.436 Jacobi stage: ITER: 79057 RES: 3.8454e-06
ELA: 24.536 Jacobi stage: ITER: 79383 RES: 3.6587e-06
ELA: 24.636 Jacobi stage: ITER: 79711 RES: 3.479e-06
ELA: 24.736 Jacobi stage: ITER: 80037 RES: 3.308e-06
ELA: 24.836 Jacobi stage: ITER: 80363 RES: 3.1474e-06
ELA: 24.937 Jacobi stage: ITER: 80689 RES: 2.9928e-06
ELA: 25.037 Jacobi stage: ITER: 81015 RES: 2.8475e-06
ELA: 25.137 Jacobi stage: ITER: 81341 RES: 2.7076e-06
ELA: 25.237 Jacobi stage: ITER: 81667 RES: 2.5761e-06
ELA: 25.337 Jacobi stage: ITER: 81995 RES: 2.4496e-06
ELA: 25.437 Jacobi stage: ITER: 82321 RES: 2.3292e-06
ELA: 25.537 Jacobi stage: ITER: 82647 RES: 2.2161e-06
ELA: 25.638 Jacobi stage: ITER: 82973 RES: 2.1072e-06
ELA: 25.738 Jacobi stage: ITER: 83299 RES: 2.0049e-06
ELA: 25.838 Jacobi stage: ITER: 83627 RES: 1.9064e-06
ELA: 25.938 Jacobi stage: ITER: 84051 RES: 1.7862e-06
ELA: 26.038 Jacobi stage: ITER: 84545 RES: 1.6552e-06
ELA: 26.138 Jacobi stage: ITER: 85035 RES: 1.5357e-06
ELA: 26.238 Jacobi stage: ITER: 85527 RES: 1.4239e-06
ELA: 26.339 Jacobi stage: ITER: 86035 RES: 1.317e-06
ELA: 26.439 Jacobi stage: ITER: 86527 RES: 1.2211e-06
ELA: 26.539 Jacobi stage: ITER: 87017 RES: 1.1323e-06
ELA: 26.639 Jacobi stage: ITER: 87507 RES: 1.0505e-06
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