Nameexact_genome_1512735002_45_25426_1
Workunit2698393
Created20 Dec 2017, 14:06:14 UTC
Sent20 Dec 2017, 14:19:52 UTC
Report deadline13 Feb 2018, 23:16:10 UTC
Received21 Dec 2017, 18:07:44 UTC
Server stateOver
OutcomeValidate error
Client stateDone
Exit status0 (0x0)
Computer ID64195
Run time23 hours 27 min 28 sec
CPU time22 hours 42 min 14 sec
Validate stateInvalid
Credit0.00
Device peak FLOPS3.75 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size174.76 MB
Peak swap size177.89 MB
Peak disk usage6.36 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
ht_decay: 0.0002438374

epoch time: 817.9208374023s, input_fired_time: 9.1262998581, output_fired_time: 8.5171728134, propagate_forward_time: 307.2283630371, propagate_backward_time: 483.7309570313, weight_update_time: 0.7363683581, other_time: 9.3180847168
epoch time: 65.3187789917s, input_fired_time: 1.1437213421, output_fired_time: 0.0000000000, propagate_forward_time: 62.4458847046, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7291717529
validation[          , genome 25426] predictions:    9822/  10000 (98.22%), best:    9851/10000 (98.51%), error:       538.91748, best error:       492.44870 on epoch:     9, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 810.4111938477s, input_fired_time: 9.1220340729, output_fired_time: 8.4634933472, propagate_forward_time: 304.4029235840, propagate_backward_time: 479.1145935059, weight_update_time: 0.6888766289, other_time: 9.3081665039
epoch time: 62.8061790466s, input_fired_time: 1.1241462231, output_fired_time: 0.0000000000, propagate_forward_time: 60.0586318970, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6234016418
validation[          , genome 25426] predictions:    9849/  10000 (98.49%), best:    9851/10000 (98.51%), error:       494.12009, best error:       492.44870 on epoch:     9, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 806.2583618164s, input_fired_time: 9.0463838577, output_fired_time: 8.5333509445, propagate_forward_time: 303.1046142578, propagate_backward_time: 476.3989257813, weight_update_time: 0.6912554502, other_time: 9.1751098633
epoch time: 62.7829933167s, input_fired_time: 1.1262719631, output_fired_time: 0.0000000000, propagate_forward_time: 60.0201873779, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6365356445
validation[          , genome 25426] predictions:    9817/  10000 (98.17%), best:    9851/10000 (98.51%), error:       566.74243, best error:       492.44870 on epoch:     9, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 810.9834594727s, input_fired_time: 9.1675291061, output_fired_time: 8.4924163818, propagate_forward_time: 304.5243225098, propagate_backward_time: 479.5450134277, weight_update_time: 0.6903514862, other_time: 9.2541503906
epoch time: 63.9470634460s, input_fired_time: 1.1407003403, output_fired_time: 0.0000000000, propagate_forward_time: 61.1238594055, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6825027466
validation[          , genome 25426] predictions:    9813/  10000 (98.13%), best:    9851/10000 (98.51%), error:       557.63879, best error:       492.44870 on epoch:     9, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 816.3117065430s, input_fired_time: 9.1439323425, output_fired_time: 8.4772367477, propagate_forward_time: 306.8309020996, propagate_backward_time: 482.4740905762, weight_update_time: 0.7202566862, other_time: 9.3855590820
epoch time: 66.1297683716s, input_fired_time: 1.1431528330, output_fired_time: 0.0000000000, propagate_forward_time: 63.3249015808, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6617164612
validation[          , genome 25426] predictions:    9849/  10000 (98.49%), best:    9849/10000 (98.49%), error:       485.90070, best error:       485.90070 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 811.6950073242s, input_fired_time: 9.1193809509, output_fired_time: 8.4094676971, propagate_forward_time: 304.9450378418, propagate_backward_time: 479.8042907715, weight_update_time: 0.7168001533, other_time: 9.4168090820
epoch time: 63.3435440063s, input_fired_time: 1.1569299698, output_fired_time: 0.0000000000, propagate_forward_time: 60.5566139221, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6300010681
validation[          , genome 25426] predictions:    9864/  10000 (98.64%), best:    9864/10000 (98.64%), error:       433.81744, best error:       433.81744 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 812.3088378906s, input_fired_time: 9.1264848709, output_fired_time: 8.4512147903, propagate_forward_time: 305.3334045410, propagate_backward_time: 480.1249389648, weight_update_time: 0.6894794106, other_time: 9.2727966309
epoch time: 63.6069831848s, input_fired_time: 1.1314889193, output_fired_time: 0.0000000000, propagate_forward_time: 60.8215866089, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6539077759
validation[          , genome 25426] predictions:    9847/  10000 (98.47%), best:    9864/10000 (98.64%), error:       451.98019, best error:       433.81744 on epoch:    20, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 809.9000854492s, input_fired_time: 9.2389659882, output_fired_time: 8.5357351303, propagate_forward_time: 303.7258911133, propagate_backward_time: 479.1405029297, weight_update_time: 0.7040923834, other_time: 9.2590332031
epoch time: 62.9317398071s, input_fired_time: 1.1287488937, output_fired_time: 0.0000000000, propagate_forward_time: 60.1603240967, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6426658630
validation[          , genome 25426] predictions:    9799/  10000 (97.99%), best:    9864/10000 (98.64%), error:       643.19794, best error:       433.81744 on epoch:    20, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 826.2577514648s, input_fired_time: 9.2210273743, output_fired_time: 8.7037754059, propagate_forward_time: 310.2071228027, propagate_backward_time: 488.7961425781, weight_update_time: 0.7513877153, other_time: 9.3296813965
epoch time: 62.4573593140s, input_fired_time: 1.1293671131, output_fired_time: 0.0000000000, propagate_forward_time: 59.6983833313, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6296081543
validation[          , genome 25426] predictions:    9848/  10000 (98.48%), best:    9864/10000 (98.64%), error:       496.14227, best error:       433.81744 on epoch:    20, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 815.6295776367s, input_fired_time: 9.1434249878, output_fired_time: 8.4870834351, propagate_forward_time: 306.3931884766, propagate_backward_time: 482.3244934082, weight_update_time: 0.7052164674, other_time: 9.2814025879
epoch time: 65.2798995972s, input_fired_time: 1.1893616915, output_fired_time: 0.0000000000, propagate_forward_time: 62.4569091797, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6336288452
validation[          , genome 25426] predictions:    9843/  10000 (98.43%), best:    9864/10000 (98.64%), error:       459.74316, best error:       433.81744 on epoch:    20, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 818.9432983398s, input_fired_time: 9.3576555252, output_fired_time: 8.5257558823, propagate_forward_time: 308.3665466309, propagate_backward_time: 483.4676208496, weight_update_time: 0.7049705982, other_time: 9.2257080078
epoch time: 62.5196533203s, input_fired_time: 1.1315642595, output_fired_time: 0.0000000000, propagate_forward_time: 59.7600212097, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6280670166
validation[          , genome 25426] predictions:    9856/  10000 (98.56%), best:    9864/10000 (98.64%), error:       444.26465, best error:       433.81744 on epoch:    20, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 802.2963867188s, input_fired_time: 9.0895528793, output_fired_time: 8.3562297821, propagate_forward_time: 301.7763061523, propagate_backward_time: 473.7693481445, weight_update_time: 0.6899096370, other_time: 9.3049926758
epoch time: 61.0200843811s, input_fired_time: 1.1122565269, output_fired_time: 0.0000000000, propagate_forward_time: 58.3026390076, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6051902771
validation[          , genome 25426] predictions:    9856/  10000 (98.56%), best:    9864/10000 (98.64%), error:       444.08261, best error:       433.81744 on epoch:    20, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 777.3032226563s, input_fired_time: 8.8313388824, output_fired_time: 8.1255273819, propagate_forward_time: 291.4168395996, propagate_backward_time: 459.9827270508, weight_update_time: 0.6824100018, other_time: 8.9467468262
epoch time: 61.5052719116s, input_fired_time: 1.1218611002, output_fired_time: 0.0000000000, propagate_forward_time: 58.7710571289, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6123542786
validation[          , genome 25426] predictions:    9833/  10000 (98.33%), best:    9864/10000 (98.64%), error:       537.07819, best error:       433.81744 on epoch:    20, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 780.5391845703s, input_fired_time: 8.8583374023, output_fired_time: 8.2003841400, propagate_forward_time: 292.0073547363, propagate_backward_time: 462.5401611328, weight_update_time: 0.6825746894, other_time: 8.9329528809
epoch time: 60.8045310974s, input_fired_time: 1.1088291407, output_fired_time: 0.0000000000, propagate_forward_time: 58.0906524658, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6050491333
validation[          , genome 25426] predictions:    9854/  10000 (98.54%), best:    9864/10000 (98.64%), error:       467.90079, best error:       433.81744 on epoch:    20, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 777.1838989258s, input_fired_time: 8.8356533051, output_fired_time: 8.1944065094, propagate_forward_time: 291.3028259277, propagate_backward_time: 459.9080200195, weight_update_time: 0.6803518534, other_time: 8.9430236816
epoch time: 60.5511856079s, input_fired_time: 1.1040681601, output_fired_time: 0.0000000000, propagate_forward_time: 57.8360557556, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6110610962
validation[          , genome 25426] predictions:    9873/  10000 (98.73%), best:    9873/10000 (98.73%), error:       414.28284, best error:       414.28284 on epoch:    29, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 776.7607421875s, input_fired_time: 8.8280029297, output_fired_time: 8.1558923721, propagate_forward_time: 290.7988586426, propagate_backward_time: 460.0376281738, weight_update_time: 0.6803181767, other_time: 8.9403686523
epoch time: 60.5792694092s, input_fired_time: 1.1035515070, output_fired_time: 0.0000000000, propagate_forward_time: 57.8820152283, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5937042236
validation[          , genome 25426] predictions:    9840/  10000 (98.40%), best:    9873/10000 (98.73%), error:       486.66489, best error:       414.28284 on epoch:    29, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 765.1506958008s, input_fired_time: 8.7303104401, output_fired_time: 8.0134153366, propagate_forward_time: 286.0895385742, propagate_backward_time: 453.4396972656, weight_update_time: 0.6712560654, other_time: 8.8777465820
epoch time: 59.5523033142s, input_fired_time: 1.0901955366, output_fired_time: 0.0000000000, propagate_forward_time: 56.8722648621, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5898437500
validation[          , genome 25426] predictions:    9849/  10000 (98.49%), best:    9873/10000 (98.73%), error:       498.16714, best error:       414.28284 on epoch:    29, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 757.9680175781s, input_fired_time: 8.6904582977, output_fired_time: 7.9260277748, propagate_forward_time: 283.3616027832, propagate_backward_time: 449.1374206543, weight_update_time: 0.6721162200, other_time: 8.8525390625
epoch time: 59.9435272217s, input_fired_time: 1.0940008163, output_fired_time: 0.0000000000, propagate_forward_time: 57.2640800476, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5854454041
validation[          , genome 25426] predictions:    9821/  10000 (98.21%), best:    9873/10000 (98.73%), error:       537.98798, best error:       414.28284 on epoch:    29, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 766.4975585938s, input_fired_time: 8.7525987625, output_fired_time: 8.0523405075, propagate_forward_time: 286.5663757324, propagate_backward_time: 454.2899169922, weight_update_time: 0.6712703109, other_time: 8.8362731934
epoch time: 62.5545730591s, input_fired_time: 1.1328238249, output_fired_time: 0.0000000000, propagate_forward_time: 59.7958259583, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6259231567
validation[          , genome 25426] predictions:    9866/  10000 (98.66%), best:    9873/10000 (98.73%), error:       427.97055, best error:       414.28284 on epoch:    29, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 807.0407714844s, input_fired_time: 9.1394023895, output_fired_time: 8.4718112946, propagate_forward_time: 303.5556945801, propagate_backward_time: 476.7246093750, weight_update_time: 0.7024000287, other_time: 9.1492614746
epoch time: 66.4711151123s, input_fired_time: 1.1766797304, output_fired_time: 0.0000000000, propagate_forward_time: 63.5659255981, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7285079956
validation[          , genome 25426] predictions:    9877/  10000 (98.77%), best:    9877/10000 (98.77%), error:       411.10135, best error:       411.10135 on epoch:    34, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 806.8383789063s, input_fired_time: 9.1714248657, output_fired_time: 8.4854192734, propagate_forward_time: 302.9156799316, propagate_backward_time: 477.1640014648, weight_update_time: 0.6882066131, other_time: 9.1018371582
epoch time: 62.4803352356s, input_fired_time: 1.1366076469, output_fired_time: 0.0000000000, propagate_forward_time: 59.7083702087, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6353569031
validation[          , genome 25426] predictions:    9843/  10000 (98.43%), best:    9877/10000 (98.77%), error:       552.96387, best error:       411.10135 on epoch:    34, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 803.1274414063s, input_fired_time: 9.0163755417, output_fired_time: 8.3744535446, propagate_forward_time: 301.7219543457, propagate_backward_time: 474.9322509766, weight_update_time: 0.6884981990, other_time: 9.0824279785
epoch time: 62.2731781006s, input_fired_time: 1.1296933889, output_fired_time: 0.0000000000, propagate_forward_time: 59.5238456726, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6196403503
validation[          , genome 25426] predictions:    9870/  10000 (98.70%), best:    9870/10000 (98.70%), error:       394.02502, best error:       394.02502 on epoch:    36, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 792.5460205078s, input_fired_time: 8.9541559219, output_fired_time: 8.2891263962, propagate_forward_time: 297.9593811035, propagate_backward_time: 468.3417968750, weight_update_time: 0.6852368712, other_time: 9.0015563965
epoch time: 62.3579292297s, input_fired_time: 1.1308392286, output_fired_time: 0.0000000000, propagate_forward_time: 59.6074485779, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6196403503
validation[          , genome 25426] predictions:    9872/  10000 (98.72%), best:    9870/10000 (98.70%), error:       420.69171, best error:       394.02502 on epoch:    36, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 812.3238525391s, input_fired_time: 9.1537027359, output_fired_time: 8.6858997345, propagate_forward_time: 305.5523376465, propagate_backward_time: 479.7346191406, weight_update_time: 0.7109592557, other_time: 9.1972961426
epoch time: 64.5780334473s, input_fired_time: 1.1795308590, output_fired_time: 0.0000000000, propagate_forward_time: 61.7485656738, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6499366760
validation[          , genome 25426] predictions:    9856/  10000 (98.56%), best:    9870/10000 (98.70%), error:       443.52884, best error:       394.02502 on epoch:    36, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 811.6844482422s, input_fired_time: 9.0930509567, output_fired_time: 8.4772682190, propagate_forward_time: 305.2980041504, propagate_backward_time: 479.5648193359, weight_update_time: 0.6879995465, other_time: 9.2512512207
epoch time: 67.4637451172s, input_fired_time: 1.2130886316, output_fired_time: 0.0000000000, propagate_forward_time: 64.4485473633, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8021087646
validation[          , genome 25426] predictions:    9879/  10000 (98.79%), best:    9870/10000 (98.70%), error:       406.88956, best error:       394.02502 on epoch:    36, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 823.5823974609s, input_fired_time: 9.4042825699, output_fired_time: 8.5346755981, propagate_forward_time: 309.6643371582, propagate_backward_time: 486.5446166992, weight_update_time: 0.7505702972, other_time: 9.4344787598
epoch time: 63.6130104065s, input_fired_time: 1.2276182175, output_fired_time: 0.0000000000, propagate_forward_time: 60.7538642883, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6315269470
validation[          , genome 25426] predictions:    9875/  10000 (98.75%), best:    9875/10000 (98.75%), error:       387.68130, best error:       387.68130 on epoch:    40, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 785.6215209961s, input_fired_time: 8.9778213501, output_fired_time: 8.2312660217, propagate_forward_time: 294.4902954102, propagate_backward_time: 464.8157348633, weight_update_time: 0.6958214045, other_time: 9.1063842773
epoch time: 60.8680267334s, input_fired_time: 1.1130470037, output_fired_time: 0.0000000000, propagate_forward_time: 58.1565742493, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5984039307
validation[          , genome 25426] predictions:    9875/  10000 (98.75%), best:    9875/10000 (98.75%), error:       411.78586, best error:       387.68130 on epoch:    40, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 773.4758911133s, input_fired_time: 8.8353700638, output_fired_time: 8.1010265350, propagate_forward_time: 289.9654235840, propagate_backward_time: 457.6324157715, weight_update_time: 0.6797633171, other_time: 8.9416503906
epoch time: 62.3597106934s, input_fired_time: 1.1320008039, output_fired_time: 0.0000000000, propagate_forward_time: 59.6069717407, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6207389832
validation[          , genome 25426] predictions:    9862/  10000 (98.62%), best:    9875/10000 (98.75%), error:       466.33810, best error:       387.68130 on epoch:    40, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 789.6408081055s, input_fired_time: 8.9562444687, output_fired_time: 8.3314828873, propagate_forward_time: 296.5264282227, propagate_backward_time: 466.8224182129, weight_update_time: 0.6863462329, other_time: 9.0042419434
epoch time: 61.3047637939s, input_fired_time: 1.1231517792, output_fired_time: 0.0000000000, propagate_forward_time: 58.5860252380, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5955848694
validation[          , genome 25426] predictions:    9857/  10000 (98.57%), best:    9875/10000 (98.75%), error:       438.77054, best error:       387.68130 on epoch:    40, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 781.8178100586s, input_fired_time: 8.9085445404, output_fired_time: 8.1578817368, propagate_forward_time: 293.3006591797, propagate_backward_time: 462.4944763184, weight_update_time: 0.6815696359, other_time: 8.9562072754
epoch time: 62.2680625916s, input_fired_time: 1.1381312609, output_fired_time: 0.0000000000, propagate_forward_time: 59.5175590515, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6123733521
validation[          , genome 25426] predictions:    9868/  10000 (98.68%), best:    9875/10000 (98.75%), error:       415.44922, best error:       387.68130 on epoch:    40, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 787.7420043945s, input_fired_time: 8.9550142288, output_fired_time: 8.2356462479, propagate_forward_time: 295.4950561523, propagate_backward_time: 466.0504455566, weight_update_time: 0.6987766623, other_time: 9.0058288574
epoch time: 59.3536911011s, input_fired_time: 1.0951019526, output_fired_time: 0.0000000000, propagate_forward_time: 56.6842689514, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5743217468
validation[          , genome 25426] predictions:    9862/  10000 (98.62%), best:    9875/10000 (98.75%), error:       410.06677, best error:       387.68130 on epoch:    40, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 753.6709594727s, input_fired_time: 8.7067756653, output_fired_time: 7.8907485008, propagate_forward_time: 280.9514465332, propagate_backward_time: 447.2631835938, weight_update_time: 0.6663658023, other_time: 8.8587951660
epoch time: 56.5008735657s, input_fired_time: 1.0538868904, output_fired_time: 0.0000000000, propagate_forward_time: 53.8932304382, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5537567139
validation[          , genome 25426] predictions:    9886/  10000 (98.86%), best:    9886/10000 (98.86%), error:       383.80246, best error:       383.80246 on epoch:    46, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 727.0607299805s, input_fired_time: 8.4830942154, output_fired_time: 7.6299719810, propagate_forward_time: 270.1853637695, propagate_backward_time: 432.1430664063, weight_update_time: 0.6510302424, other_time: 8.6192626953
epoch time: 57.9245758057s, input_fired_time: 1.0768519640, output_fired_time: 0.0000000000, propagate_forward_time: 55.2719001770, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5758247375
validation[          , genome 25426] predictions:    9873/  10000 (98.73%), best:    9873/10000 (98.73%), error:       378.44324, best error:       378.44324 on epoch:    47, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 747.9169921875s, input_fired_time: 8.6534557343, output_fired_time: 7.8256320953, propagate_forward_time: 279.4090576172, propagate_backward_time: 443.2366943359, weight_update_time: 0.6669580936, other_time: 8.7921752930
epoch time: 58.8358116150s, input_fired_time: 1.0919045210, output_fired_time: 0.0000000000, propagate_forward_time: 56.1758766174, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5680313110
validation[          , genome 25426] predictions:    9878/  10000 (98.78%), best:    9873/10000 (98.73%), error:       411.47977, best error:       378.44324 on epoch:    47, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 748.7113647461s, input_fired_time: 8.6601200104, output_fired_time: 7.8163604736, propagate_forward_time: 279.6570129395, propagate_backward_time: 443.8014221191, weight_update_time: 0.6647877097, other_time: 8.7764892578
epoch time: 57.9470939636s, input_fired_time: 1.0792638063, output_fired_time: 0.0000000000, propagate_forward_time: 55.3013191223, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5665092468
validation[          , genome 25426] predictions:    9884/  10000 (98.84%), best:    9884/10000 (98.84%), error:       360.85083, best error:       360.85083 on epoch:    49, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 759.2536010742s, input_fired_time: 8.7474565506, output_fired_time: 7.9805469513, propagate_forward_time: 283.5124511719, propagate_backward_time: 450.1868286133, weight_update_time: 0.6695534587, other_time: 8.8263549805
epoch time: 59.9283638000s, input_fired_time: 1.1043882370, output_fired_time: 0.0000000000, propagate_forward_time: 57.2209930420, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6029815674
validation[          , genome 25426] predictions:    9863/  10000 (98.63%), best:    9884/10000 (98.84%), error:       440.23468, best error:       360.85083 on epoch:    49, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 769.5532836914s, input_fired_time: 8.8285493851, output_fired_time: 8.0578956604, propagate_forward_time: 288.0335083008, propagate_backward_time: 455.7409973145, weight_update_time: 0.6756693125, other_time: 8.8923034668
epoch time: 60.8801345825s, input_fired_time: 1.1158050299, output_fired_time: 0.0000000000, propagate_forward_time: 58.1501617432, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6141662598
validation[          , genome 25426] predictions:    9870/  10000 (98.70%), best:    9884/10000 (98.84%), error:       387.23825, best error:       360.85083 on epoch:    49, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 777.7377929688s, input_fired_time: 8.8863067627, output_fired_time: 8.1414384842, propagate_forward_time: 291.4295654297, propagate_backward_time: 460.3302307129, weight_update_time: 0.6802318096, other_time: 8.9502868652
epoch time: 61.0077514648s, input_fired_time: 1.1173714399, output_fired_time: 0.0000000000, propagate_forward_time: 58.2848014832, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6055793762
validation[          , genome 25426] predictions:    9882/  10000 (98.82%), best:    9882/10000 (98.82%), error:       351.29990, best error:       351.29990 on epoch:    52, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 787.1456298828s, input_fired_time: 8.9628505707, output_fired_time: 8.2171621323, propagate_forward_time: 295.1842041016, propagate_backward_time: 465.7885131836, weight_update_time: 0.6862829328, other_time: 8.9929199219
epoch time: 62.7780609131s, input_fired_time: 1.1434756517, output_fired_time: 0.0000000000, propagate_forward_time: 59.9906005859, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6439857483
validation[          , genome 25426] predictions:    9861/  10000 (98.61%), best:    9882/10000 (98.82%), error:       435.66656, best error:       351.29990 on epoch:    52, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 776.7153930664s, input_fired_time: 8.8804607391, output_fired_time: 8.0928916931, propagate_forward_time: 290.7943725586, propagate_backward_time: 460.0325927734, weight_update_time: 0.6773977876, other_time: 8.9151000977
epoch time: 60.0520706177s, input_fired_time: 1.1105856895, output_fired_time: 0.0000000000, propagate_forward_time: 57.3539810181, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5875053406
validation[          , genome 25426] predictions:    9885/  10000 (98.85%), best:    9882/10000 (98.82%), error:       352.77142, best error:       351.29990 on epoch:    52, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 733.6550903320s, input_fired_time: 8.5466165543, output_fired_time: 7.6567549706, propagate_forward_time: 272.4515991211, propagate_backward_time: 436.3427124023, weight_update_time: 0.6551067233, other_time: 8.6574096680
epoch time: 55.8404579163s, input_fired_time: 1.0515381098, output_fired_time: 0.0000000000, propagate_forward_time: 53.2476692200, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5412521362
validation[          , genome 25426] predictions:    9904/  10000 (99.04%), best:    9904/10000 (99.04%), error:       323.49011, best error:       323.49011 on epoch:    55, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 699.7077026367s, input_fired_time: 8.3131227493, output_fired_time: 7.3842992783, propagate_forward_time: 259.1511230469, propagate_backward_time: 416.3967590332, weight_update_time: 0.6345348358, other_time: 8.4624328613
epoch time: 51.7813720703s, input_fired_time: 1.0003528595, output_fired_time: 0.0000000000, propagate_forward_time: 49.3187217712, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4622993469
validation[          , genome 25426] predictions:    9892/  10000 (98.92%), best:    9904/10000 (99.04%), error:       386.92679, best error:       323.49011 on epoch:    55, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 661.1892700195s, input_fired_time: 8.0518712997, output_fired_time: 7.0630564690, propagate_forward_time: 244.2044372559, propagate_backward_time: 393.6809387207, weight_update_time: 0.6085898280, other_time: 8.1889648438
epoch time: 49.8533668518s, input_fired_time: 0.9668033719, output_fired_time: 0.0000000000, propagate_forward_time: 47.4441452026, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4424171448
validation[          , genome 25426] predictions:    9861/  10000 (98.61%), best:    9904/10000 (99.04%), error:       470.18118, best error:       323.49011 on epoch:    55, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 636.4165039063s, input_fired_time: 7.8884172440, output_fired_time: 6.7574257851, propagate_forward_time: 234.7117309570, propagate_backward_time: 379.0545043945, weight_update_time: 0.5943115950, other_time: 8.0043945313
epoch time: 48.4933128357s, input_fired_time: 0.9529167414, output_fired_time: 0.0000000000, propagate_forward_time: 46.1105957031, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4298019409
validation[          , genome 25426] predictions:    9887/  10000 (98.87%), best:    9904/10000 (99.04%), error:       349.93082, best error:       323.49011 on epoch:    55, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 696.8109130859s, input_fired_time: 8.2917098999, output_fired_time: 7.3896970749, propagate_forward_time: 258.1416625977, propagate_backward_time: 414.6263732910, weight_update_time: 0.6260149479, other_time: 8.3614807129
epoch time: 57.5116004944s, input_fired_time: 1.0700477362, output_fired_time: 0.0000000000, propagate_forward_time: 54.8766174316, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5649337769
validation[          , genome 25426] predictions:    9896/  10000 (98.96%), best:    9904/10000 (99.04%), error:       342.08862, best error:       323.49011 on epoch:    55, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 759.3596801758s, input_fired_time: 8.7603597641, output_fired_time: 7.9211187363, propagate_forward_time: 283.5507202148, propagate_backward_time: 450.2782897949, weight_update_time: 0.6720643640, other_time: 8.8491516113
epoch time: 60.8952751160s, input_fired_time: 1.1219092607, output_fired_time: 0.0000000000, propagate_forward_time: 58.1647872925, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6085777283
validation[          , genome 25426] predictions:    9895/  10000 (98.95%), best:    9904/10000 (99.04%), error:       340.65198, best error:       323.49011 on epoch:    55, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 799.9531860352s, input_fired_time: 9.1079959869, output_fired_time: 8.4431419373, propagate_forward_time: 300.7052917480, propagate_backward_time: 472.5069274902, weight_update_time: 0.7353466749, other_time: 9.1898803711
epoch time: 63.5815124512s, input_fired_time: 1.1544258595, output_fired_time: 0.0000000000, propagate_forward_time: 60.7950286865, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6320571899
validation[          , genome 25426] predictions:    9885/  10000 (98.85%), best:    9904/10000 (99.04%), error:       376.57590, best error:       323.49011 on epoch:    55, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 819.9084472656s, input_fired_time: 9.2895202637, output_fired_time: 8.5959930420, propagate_forward_time: 308.2446594238, propagate_backward_time: 484.4840087891, weight_update_time: 0.6908797026, other_time: 9.2942199707
epoch time: 62.4930877686s, input_fired_time: 1.1423914433, output_fired_time: 0.0000000000, propagate_forward_time: 59.7054519653, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6452445984
validation[          , genome 25426] predictions:    9876/  10000 (98.76%), best:    9904/10000 (99.04%), error:       392.94675, best error:       323.49011 on epoch:    55, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 799.8251342773s, input_fired_time: 9.0745449066, output_fired_time: 8.4082851410, propagate_forward_time: 300.3294982910, propagate_backward_time: 472.8329772949, weight_update_time: 0.6918944716, other_time: 9.1798706055
epoch time: 62.5725479126s, input_fired_time: 1.1457134485, output_fired_time: 0.0000000000, propagate_forward_time: 59.7800674438, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6467666626
validation[          , genome 25426] predictions:    9886/  10000 (98.86%), best:    9904/10000 (99.04%), error:       387.17935, best error:       323.49011 on epoch:    55, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 797.0187377930s, input_fired_time: 9.0965061188, output_fired_time: 8.2803211212, propagate_forward_time: 299.2398376465, propagate_backward_time: 471.2415466309, weight_update_time: 0.6885181069, other_time: 9.1605224609
epoch time: 62.6911659241s, input_fired_time: 1.1491994858, output_fired_time: 0.0000000000, propagate_forward_time: 59.8889999390, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6529655457
validation[          , genome 25426] predictions:    9904/  10000 (99.04%), best:    9904/10000 (99.04%), error:       323.01117, best error:       323.01117 on epoch:    64, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 821.9622802734s, input_fired_time: 9.3940744400, output_fired_time: 8.5608167648, propagate_forward_time: 308.9242553711, propagate_backward_time: 485.7366943359, weight_update_time: 0.7357177138, other_time: 9.3464355469
epoch time: 62.5795822144s, input_fired_time: 1.1472468376, output_fired_time: 0.0000000000, propagate_forward_time: 59.7977142334, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6346206665
validation[          , genome 25426] predictions:    9897/  10000 (98.97%), best:    9904/10000 (99.04%), error:       333.47849, best error:       323.01117 on epoch:    64, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 828.6904296875s, input_fired_time: 9.4320039749, output_fired_time: 8.6834440231, propagate_forward_time: 311.6855163574, propagate_backward_time: 489.4729309082, weight_update_time: 0.6888899207, other_time: 9.4165039063
epoch time: 71.1454620361s, input_fired_time: 1.2989976406, output_fired_time: 0.0000000000, propagate_forward_time: 68.0373535156, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8091125488
validation[          , genome 25426] predictions:    9898/  10000 (98.98%), best:    9898/10000 (98.98%), error:       319.22015, best error:       319.22015 on epoch:    66, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 894.0071411133s, input_fired_time: 10.0397691727, output_fired_time: 9.1761379242, propagate_forward_time: 336.2239685059, propagate_backward_time: 528.2980346680, weight_update_time: 0.7814700007, other_time: 10.2692260742
epoch time: 73.6609954834s, input_fired_time: 1.2835081816, output_fired_time: 0.0000000000, propagate_forward_time: 70.4874496460, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8900375366
validation[          , genome 25426] predictions:    9902/  10000 (99.02%), best:    9898/10000 (98.98%), error:       330.31342, best error:       319.22015 on epoch:    66, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 924.4592285156s, input_fired_time: 10.6497631073, output_fired_time: 9.5377845764, propagate_forward_time: 347.4204406738, propagate_backward_time: 546.5579223633, weight_update_time: 0.7810282111, other_time: 10.2932739258
epoch time: 78.0884323120s, input_fired_time: 1.4783900976, output_fired_time: 0.0000000000, propagate_forward_time: 74.5808486938, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0291900635
validation[          , genome 25426] predictions:    9895/  10000 (98.95%), best:    9898/10000 (98.98%), error:       340.08301, best error:       319.22015 on epoch:    66, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 878.8290405273s, input_fired_time: 10.1715002060, output_fired_time: 9.3884735107, propagate_forward_time: 331.4176940918, propagate_backward_time: 518.0064086914, weight_update_time: 0.7795699835, other_time: 9.8449096680
epoch time: 65.6783065796s, input_fired_time: 1.1748293638, output_fired_time: 0.0000000000, propagate_forward_time: 62.7900810242, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7133979797
validation[          , genome 25426] predictions:    9895/  10000 (98.95%), best:    9898/10000 (98.98%), error:       339.96982, best error:       319.22015 on epoch:    66, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 735.2680664063s, input_fired_time: 8.5983123779, output_fired_time: 7.6460905075, propagate_forward_time: 273.9475708008, propagate_backward_time: 436.4194946289, weight_update_time: 0.6549423337, other_time: 8.6565551758
epoch time: 57.9762802124s, input_fired_time: 1.0825340748, output_fired_time: 0.0000000000, propagate_forward_time: 55.3307037354, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5630416870
validation[          , genome 25426] predictions:    9895/  10000 (98.95%), best:    9898/10000 (98.98%), error:       349.79214, best error:       319.22015 on epoch:    66, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 695.4844360352s, input_fired_time: 8.2919378281, output_fired_time: 7.3136806488, propagate_forward_time: 257.7449645996, propagate_backward_time: 413.7141418457, weight_update_time: 0.6310077906, other_time: 8.4197387695
epoch time: 51.6892051697s, input_fired_time: 0.9987628460, output_fired_time: 0.0000000000, propagate_forward_time: 49.2169609070, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4734802246
validation[          , genome 25426] predictions:    9899/  10000 (98.99%), best:    9898/10000 (98.98%), error:       322.92728, best error:       319.22015 on epoch:    66, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 683.2230224609s, input_fired_time: 8.1945123672, output_fired_time: 7.2098588943, propagate_forward_time: 251.1421051025, propagate_backward_time: 408.3174133301, weight_update_time: 0.6253239512, other_time: 8.3591613770
epoch time: 54.8919982910s, input_fired_time: 1.0437486172, output_fired_time: 0.0000000000, propagate_forward_time: 52.3298377991, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5184135437
validation[          , genome 25426] predictions:    9900/  10000 (99.00%), best:    9898/10000 (98.98%), error:       337.34854, best error:       319.22015 on epoch:    66, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 722.4483642578s, input_fired_time: 8.5125312805, output_fired_time: 7.5523624420, propagate_forward_time: 268.0497741699, propagate_backward_time: 429.7240905762, weight_update_time: 0.6475350857, other_time: 8.6096191406
epoch time: 57.9592323303s, input_fired_time: 1.0828074217, output_fired_time: 0.0000000000, propagate_forward_time: 55.3271141052, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5493125916
validation[          , genome 25426] predictions:    9899/  10000 (98.99%), best:    9898/10000 (98.98%), error:       330.65948, best error:       319.22015 on epoch:    66, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 755.4301147461s, input_fired_time: 8.7317705154, output_fired_time: 7.8778367043, propagate_forward_time: 281.9352722168, propagate_backward_time: 448.0653991699, weight_update_time: 0.6648666263, other_time: 8.8198852539
epoch time: 60.7756233215s, input_fired_time: 1.1233192682, output_fired_time: 0.0000000000, propagate_forward_time: 58.0473442078, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6049613953
validation[          , genome 25426] predictions:    9900/  10000 (99.00%), best:    9898/10000 (98.98%), error:       323.89203, best error:       319.22015 on epoch:    66, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 761.1588745117s, input_fired_time: 8.7888536453, output_fired_time: 7.9522409439, propagate_forward_time: 284.2008361816, propagate_backward_time: 451.3779602051, weight_update_time: 0.6662553549, other_time: 8.8389282227
epoch time: 60.7735824585s, input_fired_time: 1.1246391535, output_fired_time: 0.0000000000, propagate_forward_time: 58.0508041382, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5981407166
validation[          , genome 25426] predictions:    9904/  10000 (99.04%), best:    9904/10000 (99.04%), error:       307.46945, best error:       307.46945 on epoch:    75, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 768.0253295898s, input_fired_time: 8.8469514847, output_fired_time: 7.9856019020, propagate_forward_time: 287.3721923828, propagate_backward_time: 454.9501953125, weight_update_time: 0.6733331680, other_time: 8.8704223633
epoch time: 57.6081809998s, input_fired_time: 1.0847688913, output_fired_time: 0.0000000000, propagate_forward_time: 54.9471015930, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5763092041
validation[          , genome 25426] predictions:    9901/  10000 (99.01%), best:    9904/10000 (99.04%), error:       322.21402, best error:       307.46945 on epoch:    75, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 718.1505737305s, input_fired_time: 8.4925460815, output_fired_time: 7.5455179214, propagate_forward_time: 267.0990905762, propagate_backward_time: 426.4681396484, weight_update_time: 0.6405044794, other_time: 8.5452575684
epoch time: 50.4285354614s, input_fired_time: 0.9849368930, output_fired_time: 0.0000000000, propagate_forward_time: 47.9733467102, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4702529907
validation[          , genome 25426] predictions:    9906/  10000 (99.06%), best:    9904/10000 (99.04%), error:       319.14767, best error:       307.46945 on epoch:    75, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 681.8350830078s, input_fired_time: 8.2371330261, output_fired_time: 7.1928143501, propagate_forward_time: 252.6898193359, propagate_backward_time: 405.4337463379, weight_update_time: 0.6178234220, other_time: 8.2815856934
epoch time: 54.7393875122s, input_fired_time: 1.0430549383, output_fired_time: 0.0000000000, propagate_forward_time: 52.1858444214, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5104866028
validation[          , genome 25426] predictions:    9899/  10000 (98.99%), best:    9904/10000 (99.04%), error:       316.83121, best error:       307.46945 on epoch:    75, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 681.8090209961s, input_fired_time: 8.2275533676, output_fired_time: 7.1657133102, propagate_forward_time: 251.9569091797, propagate_backward_time: 406.1621093750, weight_update_time: 0.6192029119, other_time: 8.2967529297
epoch time: 47.4370689392s, input_fired_time: 0.9459164739, output_fired_time: 0.0000000000, propagate_forward_time: 45.0711059570, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4200477600
validation[          , genome 25426] predictions:    9874/  10000 (98.74%), best:    9904/10000 (99.04%), error:       385.89114, best error:       307.46945 on epoch:    75, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 616.8052978516s, input_fired_time: 7.7653117180, output_fired_time: 6.5217738152, propagate_forward_time: 225.7298126221, propagate_backward_time: 368.8958435059, weight_update_time: 0.5814419985, other_time: 7.8925476074
epoch time: 45.8025093079s, input_fired_time: 0.9231629968, output_fired_time: 0.0000000000, propagate_forward_time: 43.4885597229, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3907852173
validation[          , genome 25426] predictions:    9885/  10000 (98.85%), best:    9904/10000 (99.04%), error:       378.55923, best error:       307.46945 on epoch:    75, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 611.7625122070s, input_fired_time: 7.7207498550, output_fired_time: 6.5090193748, propagate_forward_time: 223.1172790527, propagate_backward_time: 366.6080322266, weight_update_time: 0.5738750696, other_time: 7.8074035645
epoch time: 44.6279602051s, input_fired_time: 0.9070910215, output_fired_time: 0.0000000000, propagate_forward_time: 42.3489189148, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3719520569
validation[          , genome 25426] predictions:    9904/  10000 (99.04%), best:    9904/10000 (99.04%), error:       313.54083, best error:       307.46945 on epoch:    75, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 632.2665405273s, input_fired_time: 7.8472185135, output_fired_time: 6.7192707062, propagate_forward_time: 231.6584167480, propagate_backward_time: 378.0947570801, weight_update_time: 0.5850408673, other_time: 7.9468383789
epoch time: 50.7427597046s, input_fired_time: 0.9854614735, output_fired_time: 0.0000000000, propagate_forward_time: 48.3003807068, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4569168091
validation[          , genome 25426] predictions:    9896/  10000 (98.96%), best:    9904/10000 (99.04%), error:       309.98349, best error:       307.46945 on epoch:    75, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 663.4970092773s, input_fired_time: 8.0850906372, output_fired_time: 6.9696202278, propagate_forward_time: 245.0574645996, propagate_backward_time: 395.1882629395, weight_update_time: 0.6101204753, other_time: 8.1965942383
epoch time: 51.5784683228s, input_fired_time: 0.9992376566, output_fired_time: 0.0000000000, propagate_forward_time: 49.1284904480, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4507408142
validation[          , genome 25426] predictions:    9893/  10000 (98.93%), best:    9904/10000 (99.04%), error:       335.29590, best error:       307.46945 on epoch:    75, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 663.9029541016s, input_fired_time: 8.0807428360, output_fired_time: 7.0884485245, propagate_forward_time: 244.9889678955, propagate_backward_time: 395.5816345215, weight_update_time: 0.6069393158, other_time: 8.1631774902
epoch time: 52.8031997681s, input_fired_time: 1.0183794498, output_fired_time: 0.0000000000, propagate_forward_time: 50.2959976196, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4888229370
validation[          , genome 25426] predictions:    9899/  10000 (98.99%), best:    9904/10000 (99.04%), error:       310.13043, best error:       307.46945 on epoch:    75, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 632.1575927734s, input_fired_time: 7.8467397690, output_fired_time: 6.6767611504, propagate_forward_time: 231.8823699951, propagate_backward_time: 377.6999816895, weight_update_time: 0.5972137451, other_time: 8.0517272949
epoch time: 49.3519401550s, input_fired_time: 0.9690970182, output_fired_time: 0.0000000000, propagate_forward_time: 46.9419326782, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4409103394
validation[          , genome 25426] predictions:    9902/  10000 (99.02%), best:    9904/10000 (99.04%), error:       312.39041, best error:       307.46945 on epoch:    75, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 686.2057495117s, input_fired_time: 8.2482089996, output_fired_time: 7.2066154480, propagate_forward_time: 254.6341705322, propagate_backward_time: 407.7914428711, weight_update_time: 0.6197322607, other_time: 8.3253173828
epoch time: 55.0769653320s, input_fired_time: 1.0457991362, output_fired_time: 0.0000000000, propagate_forward_time: 52.5142288208, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5169372559
validation[          , genome 25426] predictions:    9902/  10000 (99.02%), best:    9904/10000 (99.04%), error:       314.76944, best error:       307.46945 on epoch:    75, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 729.7506103516s, input_fired_time: 8.5864553452, output_fired_time: 7.6223268509, propagate_forward_time: 272.0517883301, propagate_backward_time: 432.8049621582, weight_update_time: 0.6538222432, other_time: 8.6851196289
epoch time: 56.5317230225s, input_fired_time: 1.0681771040, output_fired_time: 0.0000000000, propagate_forward_time: 53.9082145691, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5553321838
validation[          , genome 25426] predictions:    9911/  10000 (99.11%), best:    9911/10000 (99.11%), error:       306.10620, best error:       306.10620 on epoch:    87, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 730.2424926758s, input_fired_time: 8.5798311234, output_fired_time: 7.6146159172, propagate_forward_time: 271.2213439941, propagate_backward_time: 434.1728210449, weight_update_time: 0.6517924666, other_time: 8.6538696289
epoch time: 55.5180130005s, input_fired_time: 1.0590095520, output_fired_time: 0.0000000000, propagate_forward_time: 52.9376564026, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5213470459
validation[          , genome 25426] predictions:    9901/  10000 (99.01%), best:    9911/10000 (99.11%), error:       330.54568, best error:       306.10620 on epoch:    87, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 718.8056030273s, input_fired_time: 8.5014886856, output_fired_time: 7.4874172211, propagate_forward_time: 267.2361145020, propagate_backward_time: 426.9715270996, weight_update_time: 0.6457659006, other_time: 8.6090698242
epoch time: 56.9670867920s, input_fired_time: 1.0753326416, output_fired_time: 0.0000000000, propagate_forward_time: 54.3401222229, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5516319275
validation[          , genome 25426] predictions:    9903/  10000 (99.03%), best:    9911/10000 (99.11%), error:       314.02411, best error:       306.10620 on epoch:    87, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 719.7308959961s, input_fired_time: 8.5092725754, output_fired_time: 7.5633950233, propagate_forward_time: 267.3118286133, propagate_backward_time: 427.7594299316, weight_update_time: 0.6457650065, other_time: 8.5869445801
epoch time: 53.4393119812s, input_fired_time: 1.0271385908, output_fired_time: 0.0000000000, propagate_forward_time: 50.8894042969, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5227699280
validation[          , genome 25426] predictions:    9903/  10000 (99.03%), best:    9903/10000 (99.03%), error:       304.06995, best error:       304.06995 on epoch:    90, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 685.8565063477s, input_fired_time: 8.2759466171, output_fired_time: 7.2016835213, propagate_forward_time: 254.0845947266, propagate_backward_time: 407.9488830566, weight_update_time: 0.6227150559, other_time: 8.3454284668
epoch time: 49.9483261108s, input_fired_time: 0.9833201170, output_fired_time: 0.0000000000, propagate_forward_time: 47.5286445618, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4363632202
validation[          , genome 25426] predictions:    9900/  10000 (99.00%), best:    9903/10000 (99.03%), error:       316.03503, best error:       304.06995 on epoch:    90, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 631.6579589844s, input_fired_time: 7.8699560165, output_fired_time: 6.7357721329, propagate_forward_time: 230.9076385498, propagate_backward_time: 378.1213073730, weight_update_time: 0.5919744372, other_time: 8.0232849121
epoch time: 47.5797767639s, input_fired_time: 0.9501541853, output_fired_time: 0.0000000000, propagate_forward_time: 45.2086868286, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4209365845
validation[          , genome 25426] predictions:    9905/  10000 (99.05%), best:    9903/10000 (99.03%), error:       326.00183, best error:       304.06995 on epoch:    90, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 639.3736572266s, input_fired_time: 7.9320225716, output_fired_time: 6.7938499451, propagate_forward_time: 234.5177459717, propagate_backward_time: 382.0239868164, weight_update_time: 0.6008116603, other_time: 8.1060791016
epoch time: 50.3075981140s, input_fired_time: 0.9899312258, output_fired_time: 0.0000000000, propagate_forward_time: 47.8569755554, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4606895447
validation[          , genome 25426] predictions:    9894/  10000 (98.94%), best:    9903/10000 (99.03%), error:       328.11108, best error:       304.06995 on epoch:    90, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 635.0678100586s, input_fired_time: 7.9239306450, output_fired_time: 6.6557526588, propagate_forward_time: 233.7479248047, propagate_backward_time: 378.7225341797, weight_update_time: 0.5911360383, other_time: 8.0176391602
epoch time: 48.0557632446s, input_fired_time: 0.9546180964, output_fired_time: 0.0000000000, propagate_forward_time: 45.6569900513, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4441566467
validation[          , genome 25426] predictions:    9903/  10000 (99.03%), best:    9903/10000 (99.03%), error:       328.91400, best error:       304.06995 on epoch:    90, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 648.7641601563s, input_fired_time: 8.0087633133, output_fired_time: 6.8576726913, propagate_forward_time: 238.9205322266, propagate_backward_time: 386.8455200195, weight_update_time: 0.6036807895, other_time: 8.1316528320
epoch time: 49.0552635193s, input_fired_time: 0.9674967527, output_fired_time: 0.0000000000, propagate_forward_time: 46.6407737732, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4469947815
validation[          , genome 25426] predictions:    9909/  10000 (99.09%), best:    9903/10000 (99.03%), error:       314.54480, best error:       304.06995 on epoch:    90, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 619.4438476563s, input_fired_time: 7.8010845184, output_fired_time: 6.5979194641, propagate_forward_time: 226.0481872559, propagate_backward_time: 371.1078796387, weight_update_time: 0.5794065595, other_time: 7.8887939453
epoch time: 46.3307533264s, input_fired_time: 0.9371566176, output_fired_time: 0.0000000000, propagate_forward_time: 43.9982147217, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3953819275
validation[          , genome 25426] predictions:    9902/  10000 (99.02%), best:    9903/10000 (99.03%), error:       313.80078, best error:       304.06995 on epoch:    90, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 599.6255493164s, input_fired_time: 7.6385173798, output_fired_time: 6.3941445351, propagate_forward_time: 217.6976928711, propagate_backward_time: 360.0926818848, weight_update_time: 0.5714227557, other_time: 7.8025207520
epoch time: 49.7438583374s, input_fired_time: 0.9812892675, output_fired_time: 0.0000000000, propagate_forward_time: 47.3132400513, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4493293762
validation[          , genome 25426] predictions:    9908/  10000 (99.08%), best:    9903/10000 (99.03%), error:       315.87909, best error:       304.06995 on epoch:    90, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 616.4613647461s, input_fired_time: 7.8229823112, output_fired_time: 6.5740938187, propagate_forward_time: 226.9716033936, propagate_backward_time: 367.2542114258, weight_update_time: 0.5724515915, other_time: 7.8384399414
epoch time: 42.9150962830s, input_fired_time: 0.8866354227, output_fired_time: 0.0000000000, propagate_forward_time: 40.6774559021, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3510055542
validation[          , genome 25426] predictions:    9906/  10000 (99.06%), best:    9903/10000 (99.03%), error:       315.13525, best error:       304.06995 on epoch:    90, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 622.6090698242s, input_fired_time: 7.7826967239, output_fired_time: 6.5874323845, propagate_forward_time: 226.3673553467, propagate_backward_time: 373.9812622070, weight_update_time: 0.5814445019, other_time: 7.8903198242
epoch time: 52.6884651184s, input_fired_time: 1.0126817226, output_fired_time: 0.0000000000, propagate_forward_time: 50.2048950195, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4708900452
validation[          , genome 25426] predictions:    9899/  10000 (98.99%), best:    9903/10000 (99.03%), error:       318.12131, best error:       304.06995 on epoch:    90, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 689.3975219727s, input_fired_time: 8.2932081223, output_fired_time: 7.2486939430, propagate_forward_time: 255.1775512695, propagate_backward_time: 410.3245239258, weight_update_time: 0.6243982911, other_time: 8.3535156250
epoch time: 52.4817390442s, input_fired_time: 1.0175712109, output_fired_time: 0.0000000000, propagate_forward_time: 49.9773521423, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4868164063
validation[          , genome 25426] predictions:    9901/  10000 (99.01%), best:    9903/10000 (99.03%), error:       320.37125, best error:       304.06995 on epoch:    90, epoch:  100/100, mu: 0.9870989323, learning_rate: 0.0000740065, weight_decay: 0.0000029603

evaluating best weights on full training data.
evaluting training set with running mean/variance:
epoch time: 273.6213378906s, input_fired_time: 5.2409982681, output_fired_time: 0.0000000000, propagate_forward_time: 260.7417602539, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 7.6385803223
best training[          , genome 25426] predictions:   50000/  50000 (100.00%), best:    9903/10000 (99.03%), error:       114.72895, best error:       304.06995 on epoch:    90, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
evaluating best weights on test data.
evaluting test set with running mean/variance:
epoch time: 52.2685813904s, input_fired_time: 1.0067892075, output_fired_time: 0.0000000000, propagate_forward_time: 49.7709312439, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4908599854
   testing[          , genome 25426] predictions:    9912/  10000 (99.12%), best:    9903/10000 (99.03%), error:       261.35342, best error:       304.06995 on epoch:    90, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
18:49:06 (13496): called boinc_finish(0)

</stderr_txt>
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