Nameexact_genome_1512568488_42_6736_1
Workunit2604933
Created7 Dec 2017, 21:35:25 UTC
Sent7 Dec 2017, 21:41:03 UTC
Report deadline14 Dec 2017, 12:15:00 UTC
Received8 Dec 2017, 12:26:13 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID57373
Run time3 hours 38 min
CPU time3 hours 37 min
Validate stateValid
Credit1,651.73
Device peak FLOPS3.51 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size157.46 MB
Peak swap size160.86 MB
Peak disk usage2.49 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
1041107, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5802516937
validation[          , genome  6736] predictions:    9671/  10000 (96.71%), best:    9718/10000 (97.18%), error:      1034.94324, best error:       949.92426 on epoch:    12, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 117.8583526611s, input_fired_time: 1.5352929831, output_fired_time: 1.3797343969, propagate_forward_time: 44.3352050781, propagate_backward_time: 67.2827987671, weight_update_time: 0.1591116935, other_time: 3.3253173828
epoch time: 9.6470994949s, input_fired_time: 0.1917468160, output_fired_time: 0.0000000000, propagate_forward_time: 8.8783922195, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5769605637
validation[          , genome  6736] predictions:    9717/  10000 (97.17%), best:    9717/10000 (97.17%), error:       929.41577, best error:       929.41577 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 118.3890304565s, input_fired_time: 1.5574315786, output_fired_time: 1.3845095634, propagate_forward_time: 44.5457611084, propagate_backward_time: 67.5013427734, weight_update_time: 0.1593963653, other_time: 3.3999862671
epoch time: 9.6990423203s, input_fired_time: 0.1879705340, output_fired_time: 0.0000000000, propagate_forward_time: 8.9252424240, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5858297348
validation[          , genome  6736] predictions:    9686/  10000 (96.86%), best:    9717/10000 (97.17%), error:      1021.09467, best error:       929.41577 on epoch:    15, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 118.7068099976s, input_fired_time: 1.5649648905, output_fired_time: 1.3839956522, propagate_forward_time: 44.5853919983, propagate_backward_time: 67.8108673096, weight_update_time: 0.1663843244, other_time: 3.3615875244
epoch time: 9.7293291092s, input_fired_time: 0.1971335262, output_fired_time: 0.0000000000, propagate_forward_time: 8.9644737244, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5677223206
validation[          , genome  6736] predictions:    9692/  10000 (96.92%), best:    9717/10000 (97.17%), error:      1034.22656, best error:       929.41577 on epoch:    15, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 117.6201171875s, input_fired_time: 1.5507031679, output_fired_time: 1.3807169199, propagate_forward_time: 44.2090301514, propagate_backward_time: 67.1353378296, weight_update_time: 0.1612174362, other_time: 3.3443298340
epoch time: 9.6995658875s, input_fired_time: 0.1937265843, output_fired_time: 0.0000000000, propagate_forward_time: 8.9325942993, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5732450485
validation[          , genome  6736] predictions:    9686/  10000 (96.86%), best:    9717/10000 (97.17%), error:      1058.91272, best error:       929.41577 on epoch:    15, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 117.6519165039s, input_fired_time: 1.5358319283, output_fired_time: 1.3766138554, propagate_forward_time: 44.2921752930, propagate_backward_time: 67.1491622925, weight_update_time: 0.1600680649, other_time: 3.2981262207
epoch time: 9.6658182144s, input_fired_time: 0.1931645274, output_fired_time: 0.0000000000, propagate_forward_time: 8.9031543732, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5694990158
validation[          , genome  6736] predictions:    9693/  10000 (96.93%), best:    9717/10000 (97.17%), error:       988.12598, best error:       929.41577 on epoch:    15, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 118.7905807495s, input_fired_time: 1.5396269560, output_fired_time: 1.3930393457, propagate_forward_time: 44.6830558777, propagate_backward_time: 67.8669204712, weight_update_time: 0.1586055756, other_time: 3.3079452515
epoch time: 9.8408021927s, input_fired_time: 0.1951935291, output_fired_time: 0.0000000000, propagate_forward_time: 9.0520839691, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5935249329
validation[          , genome  6736] predictions:    9704/  10000 (97.04%), best:    9717/10000 (97.17%), error:      1007.34979, best error:       929.41577 on epoch:    15, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 118.6211929321s, input_fired_time: 1.5567218065, output_fired_time: 1.3889379501, propagate_forward_time: 44.6081619263, propagate_backward_time: 67.7416458130, weight_update_time: 0.1595673710, other_time: 3.3257217407
epoch time: 9.5542955399s, input_fired_time: 0.1973045021, output_fired_time: 0.0000000000, propagate_forward_time: 8.7733135223, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5836772919
validation[          , genome  6736] predictions:    9594/  10000 (95.94%), best:    9717/10000 (97.17%), error:      1334.28711, best error:       929.41577 on epoch:    15, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 118.3697738647s, input_fired_time: 1.5403937101, output_fired_time: 1.3785113096, propagate_forward_time: 44.5279502869, propagate_backward_time: 67.5594558716, weight_update_time: 0.1634346545, other_time: 3.3634719849
epoch time: 9.7692708969s, input_fired_time: 0.1917388290, output_fired_time: 0.0000000000, propagate_forward_time: 8.9931602478, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5843715668
validation[          , genome  6736] predictions:    9665/  10000 (96.65%), best:    9717/10000 (97.17%), error:      1049.16858, best error:       929.41577 on epoch:    15, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 117.3818054199s, input_fired_time: 1.5337932110, output_fired_time: 1.3552070856, propagate_forward_time: 44.1076087952, propagate_backward_time: 66.9773712158, weight_update_time: 0.1586642861, other_time: 3.4078216553
epoch time: 9.6931715012s, input_fired_time: 0.1921065897, output_fired_time: 0.0000000000, propagate_forward_time: 8.9337081909, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5673570633
validation[          , genome  6736] predictions:    9705/  10000 (97.05%), best:    9717/10000 (97.17%), error:       988.14264, best error:       929.41577 on epoch:    15, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 117.9804382324s, input_fired_time: 1.5245838165, output_fired_time: 1.3819146156, propagate_forward_time: 44.4998168945, propagate_backward_time: 67.2997360229, weight_update_time: 0.1581261754, other_time: 3.2743911743
epoch time: 9.7670269012s, input_fired_time: 0.1962393820, output_fired_time: 0.0000000000, propagate_forward_time: 8.9973344803, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5734529495
validation[          , genome  6736] predictions:    9696/  10000 (96.96%), best:    9717/10000 (97.17%), error:      1054.12146, best error:       929.41577 on epoch:    15, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 120.0252227783s, input_fired_time: 1.5282827616, output_fired_time: 1.4045867920, propagate_forward_time: 45.1949768066, propagate_backward_time: 68.6037445068, weight_update_time: 0.1570708901, other_time: 3.2936325073
epoch time: 9.7435636520s, input_fired_time: 0.1951303184, output_fired_time: 0.0000000000, propagate_forward_time: 8.9585199356, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5899133682
validation[          , genome  6736] predictions:    9710/  10000 (97.10%), best:    9717/10000 (97.17%), error:       951.10980, best error:       929.41577 on epoch:    15, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 117.9049530029s, input_fired_time: 1.5338383913, output_fired_time: 1.3880374432, propagate_forward_time: 44.3386878967, propagate_backward_time: 67.3186874390, weight_update_time: 0.1576526463, other_time: 3.3257064819
epoch time: 9.6750059128s, input_fired_time: 0.1912084967, output_fired_time: 0.0000000000, propagate_forward_time: 8.9084682465, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5753288269
validation[          , genome  6736] predictions:    9686/  10000 (96.86%), best:    9717/10000 (97.17%), error:      1026.51990, best error:       929.41577 on epoch:    15, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 117.1251754761s, input_fired_time: 1.5407820940, output_fired_time: 1.3613005877, propagate_forward_time: 44.0221824646, propagate_backward_time: 66.8618087769, weight_update_time: 0.1596574634, other_time: 3.3391036987
epoch time: 9.5859270096s, input_fired_time: 0.1926816106, output_fired_time: 0.0000000000, propagate_forward_time: 8.8208055496, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5724401474
validation[          , genome  6736] predictions:    9669/  10000 (96.69%), best:    9717/10000 (97.17%), error:      1088.97229, best error:       929.41577 on epoch:    15, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 118.6354370117s, input_fired_time: 1.5307044983, output_fired_time: 1.3993133307, propagate_forward_time: 44.6205215454, propagate_backward_time: 67.7663650513, weight_update_time: 0.1589646041, other_time: 3.3185348511
epoch time: 9.6791238785s, input_fired_time: 0.1996028423, output_fired_time: 0.0000000000, propagate_forward_time: 8.8984670639, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5810537338
validation[          , genome  6736] predictions:    9692/  10000 (96.92%), best:    9717/10000 (97.17%), error:       949.85889, best error:       929.41577 on epoch:    15, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 117.4493331909s, input_fired_time: 1.5444124937, output_fired_time: 1.3757604361, propagate_forward_time: 44.1595039368, propagate_backward_time: 67.0531539917, weight_update_time: 0.1600589156, other_time: 3.3165054321
epoch time: 9.7127656937s, input_fired_time: 0.1934074908, output_fired_time: 0.0000000000, propagate_forward_time: 8.9429168701, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5764417648
validation[          , genome  6736] predictions:    9734/  10000 (97.34%), best:    9734/10000 (97.34%), error:       859.32056, best error:       859.32056 on epoch:    29, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 120.0346298218s, input_fired_time: 1.5667145252, output_fired_time: 1.3821996450, propagate_forward_time: 45.1903266907, propagate_backward_time: 68.5252609253, weight_update_time: 0.1587349027, other_time: 3.3701248169
epoch time: 9.6491594315s, input_fired_time: 0.2045465112, output_fired_time: 0.0000000000, propagate_forward_time: 8.8682975769, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5763149261
validation[          , genome  6736] predictions:    9726/  10000 (97.26%), best:    9734/10000 (97.34%), error:       943.18188, best error:       859.32056 on epoch:    29, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 117.5375671387s, input_fired_time: 1.5479079485, output_fired_time: 1.3646914959, propagate_forward_time: 44.2142219543, propagate_backward_time: 67.1124038696, weight_update_time: 0.1602286845, other_time: 3.2983474731
epoch time: 9.6993017197s, input_fired_time: 0.1931737065, output_fired_time: 0.0000000000, propagate_forward_time: 8.9285306931, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5775976181
validation[          , genome  6736] predictions:    9699/  10000 (96.99%), best:    9734/10000 (97.34%), error:       974.29816, best error:       859.32056 on epoch:    29, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 118.6240692139s, input_fired_time: 1.5473601818, output_fired_time: 1.3921394348, propagate_forward_time: 44.5622520447, propagate_backward_time: 67.7675781250, weight_update_time: 0.1606034189, other_time: 3.3547363281
epoch time: 9.6497631073s, input_fired_time: 0.1928441077, output_fired_time: 0.0000000000, propagate_forward_time: 8.8852128983, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5717058182
validation[          , genome  6736] predictions:    9732/  10000 (97.32%), best:    9734/10000 (97.34%), error:       874.64911, best error:       859.32056 on epoch:    29, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 117.3059692383s, input_fired_time: 1.5467309952, output_fired_time: 1.3652561903, propagate_forward_time: 44.0923080444, propagate_backward_time: 66.9774856567, weight_update_time: 0.1596258581, other_time: 3.3241882324
epoch time: 9.6131191254s, input_fired_time: 0.1971309930, output_fired_time: 0.0000000000, propagate_forward_time: 8.8047533035, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6112346649
validation[          , genome  6736] predictions:    9746/  10000 (97.46%), best:    9734/10000 (97.34%), error:       888.81647, best error:       859.32056 on epoch:    29, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 118.8660202026s, input_fired_time: 1.5452731848, output_fired_time: 1.3914526701, propagate_forward_time: 44.7172050476, propagate_backward_time: 67.9004669189, weight_update_time: 0.1651776582, other_time: 3.3116302490
epoch time: 9.8246240616s, input_fired_time: 0.1987288445, output_fired_time: 0.0000000000, propagate_forward_time: 9.0280694962, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5978260040
validation[          , genome  6736] predictions:    9735/  10000 (97.35%), best:    9734/10000 (97.34%), error:       879.19708, best error:       859.32056 on epoch:    29, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 118.6768646240s, input_fired_time: 1.5596396923, output_fired_time: 1.3949922323, propagate_forward_time: 44.6622810364, propagate_backward_time: 67.7117767334, weight_update_time: 0.1589357853, other_time: 3.3481750488
epoch time: 9.7119207382s, input_fired_time: 0.1950163096, output_fired_time: 0.0000000000, propagate_forward_time: 8.9416799545, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5752248764
validation[          , genome  6736] predictions:    9724/  10000 (97.24%), best:    9734/10000 (97.34%), error:       917.34045, best error:       859.32056 on epoch:    29, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 118.4945755005s, input_fired_time: 1.5562872887, output_fired_time: 1.3994234800, propagate_forward_time: 44.6176490784, propagate_backward_time: 67.5889511108, weight_update_time: 0.1592486203, other_time: 3.3322677612
epoch time: 9.7220411301s, input_fired_time: 0.2004615068, output_fired_time: 0.0000000000, propagate_forward_time: 8.9470539093, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5745258331
validation[          , genome  6736] predictions:    9736/  10000 (97.36%), best:    9734/10000 (97.34%), error:       932.02087, best error:       859.32056 on epoch:    29, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 117.8164520264s, input_fired_time: 1.5566414595, output_fired_time: 1.3757944107, propagate_forward_time: 44.3248558044, propagate_backward_time: 67.2310104370, weight_update_time: 0.1598126739, other_time: 3.3281478882
epoch time: 9.7296142578s, input_fired_time: 0.1958760917, output_fired_time: 0.0000000000, propagate_forward_time: 8.9541320801, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5796060562
validation[          , genome  6736] predictions:    9727/  10000 (97.27%), best:    9734/10000 (97.34%), error:       888.50720, best error:       859.32056 on epoch:    29, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 118.9280395508s, input_fired_time: 1.5546293259, output_fired_time: 1.3916337490, propagate_forward_time: 44.6522979736, propagate_backward_time: 67.9924011230, weight_update_time: 0.1597868353, other_time: 3.3370819092
epoch time: 9.0570363998s, input_fired_time: 0.1973395199, output_fired_time: 0.0000000000, propagate_forward_time: 8.3057966232, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5539007187
validation[          , genome  6736] predictions:    9742/  10000 (97.42%), best:    9734/10000 (97.34%), error:       888.19763, best error:       859.32056 on epoch:    29, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 117.6762924194s, input_fired_time: 1.5632264614, output_fired_time: 1.3816320896, propagate_forward_time: 44.1954917908, propagate_backward_time: 67.2045745850, weight_update_time: 0.1601846218, other_time: 3.3313751221
epoch time: 9.7458820343s, input_fired_time: 0.2034470439, output_fired_time: 0.0000000000, propagate_forward_time: 8.9560785294, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5863561630
validation[          , genome  6736] predictions:    9737/  10000 (97.37%), best:    9734/10000 (97.34%), error:       881.70465, best error:       859.32056 on epoch:    29, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 117.8114624023s, input_fired_time: 1.5891940594, output_fired_time: 1.3941308260, propagate_forward_time: 44.2282180786, propagate_backward_time: 67.2459793091, weight_update_time: 0.1603956223, other_time: 3.3539352417
epoch time: 9.9518604279s, input_fired_time: 0.2076269090, output_fired_time: 0.0000000000, propagate_forward_time: 9.1638660431, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5803670883
validation[          , genome  6736] predictions:    9652/  10000 (96.52%), best:    9734/10000 (97.34%), error:      1129.02222, best error:       859.32056 on epoch:    29, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 118.1674957275s, input_fired_time: 1.5841414928, output_fired_time: 1.3850562572, propagate_forward_time: 44.4518814087, propagate_backward_time: 67.4382553101, weight_update_time: 0.1583497375, other_time: 3.3081588745
epoch time: 9.7380733490s, input_fired_time: 0.2024829090, output_fired_time: 0.0000000000, propagate_forward_time: 8.9381980896, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5973920822
validation[          , genome  6736] predictions:    9695/  10000 (96.95%), best:    9734/10000 (97.34%), error:      1043.86572, best error:       859.32056 on epoch:    29, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 118.3576889038s, input_fired_time: 1.5620131493, output_fired_time: 1.3925323486, propagate_forward_time: 44.5502243042, propagate_backward_time: 67.5528411865, weight_update_time: 0.1589774936, other_time: 3.3000793457
epoch time: 9.7422056198s, input_fired_time: 0.1964267939, output_fired_time: 0.0000000000, propagate_forward_time: 8.9668512344, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5789279938
validation[          , genome  6736] predictions:    9704/  10000 (97.04%), best:    9734/10000 (97.34%), error:       991.54681, best error:       859.32056 on epoch:    29, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 119.3057861328s, input_fired_time: 1.5620861053, output_fired_time: 1.4008061886, propagate_forward_time: 45.0169715881, propagate_backward_time: 68.0216598511, weight_update_time: 0.1585529149, other_time: 3.3042678833
epoch time: 9.6501455307s, input_fired_time: 0.1968516409, output_fired_time: 0.0000000000, propagate_forward_time: 8.8764190674, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5768747330
validation[          , genome  6736] predictions:    9742/  10000 (97.42%), best:    9742/10000 (97.42%), error:       832.05603, best error:       832.05603 on epoch:    43, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 120.0832748413s, input_fired_time: 1.5768872499, output_fired_time: 1.3777799606, propagate_forward_time: 45.1289863586, propagate_backward_time: 68.6014480591, weight_update_time: 0.1631396115, other_time: 3.3981704712
epoch time: 9.7548961639s, input_fired_time: 0.1967720836, output_fired_time: 0.0000000000, propagate_forward_time: 8.9830322266, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5750923157
validation[          , genome  6736] predictions:    9726/  10000 (97.26%), best:    9742/10000 (97.42%), error:       921.10455, best error:       832.05603 on epoch:    43, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 118.4401473999s, input_fired_time: 1.5457781553, output_fired_time: 1.3986313343, propagate_forward_time: 44.5075454712, propagate_backward_time: 67.7152252197, weight_update_time: 0.1591008604, other_time: 3.2729721069
epoch time: 9.8637266159s, input_fired_time: 0.2037643343, output_fired_time: 0.0000000000, propagate_forward_time: 9.0693597794, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5906028748
validation[          , genome  6736] predictions:    9728/  10000 (97.28%), best:    9742/10000 (97.42%), error:       886.58252, best error:       832.05603 on epoch:    43, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 118.8280487061s, input_fired_time: 1.5730593204, output_fired_time: 1.3974606991, propagate_forward_time: 44.6389045715, propagate_backward_time: 67.8920974731, weight_update_time: 0.1652527601, other_time: 3.3265304565
epoch time: 9.5855026245s, input_fired_time: 0.1992944330, output_fired_time: 0.0000000000, propagate_forward_time: 8.8047361374, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5814723969
validation[          , genome  6736] predictions:    9738/  10000 (97.38%), best:    9742/10000 (97.42%), error:       908.96198, best error:       832.05603 on epoch:    43, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 117.6558227539s, input_fired_time: 1.5548726320, output_fired_time: 1.3676587343, propagate_forward_time: 44.2902679443, propagate_backward_time: 67.1236572266, weight_update_time: 0.1589639038, other_time: 3.3193664551
epoch time: 9.6589794159s, input_fired_time: 0.2002035826, output_fired_time: 0.0000000000, propagate_forward_time: 8.8863086700, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5724668503
validation[          , genome  6736] predictions:    9718/  10000 (97.18%), best:    9742/10000 (97.42%), error:       946.50867, best error:       832.05603 on epoch:    43, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 118.0070190430s, input_fired_time: 1.5451605320, output_fired_time: 1.3718106747, propagate_forward_time: 44.3531379700, propagate_backward_time: 67.4596405029, weight_update_time: 0.1637455821, other_time: 3.2772674561
epoch time: 9.6887750626s, input_fired_time: 0.1976902038, output_fired_time: 0.0000000000, propagate_forward_time: 8.9002437592, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5908412933
validation[          , genome  6736] predictions:    9673/  10000 (96.73%), best:    9742/10000 (97.42%), error:      1086.70142, best error:       832.05603 on epoch:    43, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 121.0609664917s, input_fired_time: 1.6095613241, output_fired_time: 1.4090743065, propagate_forward_time: 45.4999046326, propagate_backward_time: 69.1766967773, weight_update_time: 0.1641314179, other_time: 3.3657379150
epoch time: 9.6657524109s, input_fired_time: 0.2021268457, output_fired_time: 0.0000000000, propagate_forward_time: 8.8865041733, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5771217346
validation[          , genome  6736] predictions:    9716/  10000 (97.16%), best:    9742/10000 (97.42%), error:       871.02795, best error:       832.05603 on epoch:    43, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 118.4707794189s, input_fired_time: 1.5531429052, output_fired_time: 1.3893228769, propagate_forward_time: 44.4751319885, propagate_backward_time: 67.7260055542, weight_update_time: 0.1598184705, other_time: 3.3271713257
epoch time: 9.6737384796s, input_fired_time: 0.2018844187, output_fired_time: 0.0000000000, propagate_forward_time: 8.8907585144, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5810956955
validation[          , genome  6736] predictions:    9696/  10000 (96.96%), best:    9742/10000 (97.42%), error:      1077.48242, best error:       832.05603 on epoch:    43, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 118.6589584351s, input_fired_time: 1.5640027523, output_fired_time: 1.3855332136, propagate_forward_time: 44.5680656433, propagate_backward_time: 67.8513793945, weight_update_time: 0.1636318415, other_time: 3.2899780273
epoch time: 9.7453927994s, input_fired_time: 0.2045392096, output_fired_time: 0.0000000000, propagate_forward_time: 8.9489727020, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5918807983
validation[          , genome  6736] predictions:    9728/  10000 (97.28%), best:    9742/10000 (97.42%), error:       919.87653, best error:       832.05603 on epoch:    43, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 118.7150650024s, input_fired_time: 1.5945978165, output_fired_time: 1.4021011591, propagate_forward_time: 44.6070327759, propagate_backward_time: 67.7778854370, weight_update_time: 0.1598681211, other_time: 3.3334503174
epoch time: 9.7548360825s, input_fired_time: 0.1987297982, output_fired_time: 0.0000000000, propagate_forward_time: 8.9818725586, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5742340088
validation[          , genome  6736] predictions:    9712/  10000 (97.12%), best:    9742/10000 (97.42%), error:       937.51660, best error:       832.05603 on epoch:    43, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 119.6760025024s, input_fired_time: 1.5646328926, output_fired_time: 1.3896424770, propagate_forward_time: 45.1168518066, propagate_backward_time: 68.2054214478, weight_update_time: 0.1581366360, other_time: 3.3994522095
epoch time: 10.0355567932s, input_fired_time: 0.1984556764, output_fired_time: 0.0000000000, propagate_forward_time: 9.2187232971, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6183776855
validation[          , genome  6736] predictions:    9653/  10000 (96.53%), best:    9742/10000 (97.42%), error:      1125.01489, best error:       832.05603 on epoch:    43, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 118.6250076294s, input_fired_time: 1.5725781918, output_fired_time: 1.3842844963, propagate_forward_time: 44.6646232605, propagate_backward_time: 67.7048187256, weight_update_time: 0.1598232836, other_time: 3.2987060547
epoch time: 9.6490345001s, input_fired_time: 0.2084332108, output_fired_time: 0.0000000000, propagate_forward_time: 8.8529720306, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5876293182
validation[          , genome  6736] predictions:    9694/  10000 (96.94%), best:    9742/10000 (97.42%), error:       986.11127, best error:       832.05603 on epoch:    43, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 117.8062362671s, input_fired_time: 1.5674034357, output_fired_time: 1.3844119310, propagate_forward_time: 44.2785835266, propagate_backward_time: 67.2204284668, weight_update_time: 0.1605274528, other_time: 3.3554077148
epoch time: 9.6468820572s, input_fired_time: 0.2020260394, output_fired_time: 0.0000000000, propagate_forward_time: 8.8555498123, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5893058777
validation[          , genome  6736] predictions:    9752/  10000 (97.52%), best:    9752/10000 (97.52%), error:       818.67688, best error:       818.67688 on epoch:    55, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 117.3170089722s, input_fired_time: 1.5601373911, output_fired_time: 1.3636028767, propagate_forward_time: 44.1093978882, propagate_backward_time: 66.9503326416, weight_update_time: 0.1593218893, other_time: 3.3335418701
epoch time: 9.6895189285s, input_fired_time: 0.1984795928, output_fired_time: 0.0000000000, propagate_forward_time: 8.9157896042, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5752496719
validation[          , genome  6736] predictions:    9676/  10000 (96.76%), best:    9752/10000 (97.52%), error:      1093.22034, best error:       818.67688 on epoch:    55, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 117.2867507935s, input_fired_time: 1.5636415482, output_fired_time: 1.3632414341, propagate_forward_time: 44.0778846741, propagate_backward_time: 66.9550476074, weight_update_time: 0.1601027995, other_time: 3.3269348145
epoch time: 9.7779455185s, input_fired_time: 0.1967172921, output_fired_time: 0.0000000000, propagate_forward_time: 9.0127630234, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5684652328
validation[          , genome  6736] predictions:    9685/  10000 (96.85%), best:    9752/10000 (97.52%), error:      1088.32996, best error:       818.67688 on epoch:    55, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 120.6233215332s, input_fired_time: 1.6079558134, output_fired_time: 1.3993123770, propagate_forward_time: 45.3544044495, propagate_backward_time: 68.8450546265, weight_update_time: 0.1595164984, other_time: 3.4165878296
epoch time: 9.7646427155s, input_fired_time: 0.2028738111, output_fired_time: 0.0000000000, propagate_forward_time: 8.9839363098, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5778322220
validation[          , genome  6736] predictions:    9722/  10000 (97.22%), best:    9752/10000 (97.52%), error:       902.61060, best error:       818.67688 on epoch:    55, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 118.3964004517s, input_fired_time: 1.5364644527, output_fired_time: 1.3832795620, propagate_forward_time: 44.5900459290, propagate_backward_time: 67.6528396606, weight_update_time: 0.1621872038, other_time: 3.2337722778
epoch time: 9.7303686142s, input_fired_time: 0.2043226957, output_fired_time: 0.0000000000, propagate_forward_time: 8.9275016785, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5985441208
validation[          , genome  6736] predictions:    9632/  10000 (96.32%), best:    9752/10000 (97.52%), error:      1219.64941, best error:       818.67688 on epoch:    55, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 118.0717163086s, input_fired_time: 1.5783452988, output_fired_time: 1.3922951221, propagate_forward_time: 44.3626747131, propagate_backward_time: 67.4005584717, weight_update_time: 0.1607150584, other_time: 3.3378448486
epoch time: 9.9001855850s, input_fired_time: 0.2013916075, output_fired_time: 0.0000000000, propagate_forward_time: 9.1043481827, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5944461823
validation[          , genome  6736] predictions:    9723/  10000 (97.23%), best:    9752/10000 (97.52%), error:       962.33398, best error:       818.67688 on epoch:    55, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 117.4871826172s, input_fired_time: 1.5613744259, output_fired_time: 1.3661245108, propagate_forward_time: 44.1096153259, propagate_backward_time: 67.1212158203, weight_update_time: 0.1592480987, other_time: 3.3288574219
epoch time: 9.6928758621s, input_fired_time: 0.1991517246, output_fired_time: 0.0000000000, propagate_forward_time: 8.9241466522, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5695772171
validation[          , genome  6736] predictions:    9696/  10000 (96.96%), best:    9752/10000 (97.52%), error:      1039.23303, best error:       818.67688 on epoch:    55, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 119.1791687012s, input_fired_time: 1.5831134319, output_fired_time: 1.4009094238, propagate_forward_time: 44.7938346863, propagate_backward_time: 68.0206985474, weight_update_time: 0.1657375991, other_time: 3.3806076050
epoch time: 10.1422128677s, input_fired_time: 0.2007252127, output_fired_time: 0.0000000000, propagate_forward_time: 9.3144073486, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6270799637
validation[          , genome  6736] predictions:    9725/  10000 (97.25%), best:    9752/10000 (97.52%), error:       959.74030, best error:       818.67688 on epoch:    55, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 118.4928436279s, input_fired_time: 1.5751290321, output_fired_time: 1.3941017389, propagate_forward_time: 44.6417694092, propagate_backward_time: 67.5887756348, weight_update_time: 0.1628361940, other_time: 3.2930679321
epoch time: 9.5663976669s, input_fired_time: 0.1970458329, output_fired_time: 0.0000000000, propagate_forward_time: 8.8053493500, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5640020370
validation[          , genome  6736] predictions:    9720/  10000 (97.20%), best:    9752/10000 (97.52%), error:       940.97845, best error:       818.67688 on epoch:    55, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 117.4111175537s, input_fired_time: 1.5801144838, output_fired_time: 1.3805606365, propagate_forward_time: 44.0994606018, propagate_backward_time: 67.0273590088, weight_update_time: 0.1596828848, other_time: 3.3236236572
epoch time: 9.6753492355s, input_fired_time: 0.2006774843, output_fired_time: 0.0000000000, propagate_forward_time: 8.8798484802, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5948228836
validation[          , genome  6736] predictions:    9693/  10000 (96.93%), best:    9752/10000 (97.52%), error:      1022.84351, best error:       818.67688 on epoch:    55, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 119.3823318481s, input_fired_time: 1.5804527998, output_fired_time: 1.3856377602, propagate_forward_time: 44.9408264160, propagate_backward_time: 68.2002944946, weight_update_time: 0.1630866826, other_time: 3.2751235962
epoch time: 9.7615995407s, input_fired_time: 0.2068668902, output_fired_time: 0.0000000000, propagate_forward_time: 8.9662647247, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5884675980
validation[          , genome  6736] predictions:    9702/  10000 (97.02%), best:    9752/10000 (97.52%), error:       960.81476, best error:       818.67688 on epoch:    55, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 118.5919647217s, input_fired_time: 1.5892480612, output_fired_time: 1.3927061558, propagate_forward_time: 44.5997428894, propagate_backward_time: 67.6545639038, weight_update_time: 0.1660318375, other_time: 3.3557052612
epoch time: 9.6483020782s, input_fired_time: 0.2025751919, output_fired_time: 0.0000000000, propagate_forward_time: 8.8538599014, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5918674469
validation[          , genome  6736] predictions:    9706/  10000 (97.06%), best:    9752/10000 (97.52%), error:       947.03772, best error:       818.67688 on epoch:    55, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 119.3231658936s, input_fired_time: 1.6062506437, output_fired_time: 1.3794295788, propagate_forward_time: 44.8590126038, propagate_backward_time: 68.0663986206, weight_update_time: 0.1736761779, other_time: 3.4120712280
epoch time: 10.0909566879s, input_fired_time: 0.2080407292, output_fired_time: 0.0000000000, propagate_forward_time: 9.2832250595, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5996904373
validation[          , genome  6736] predictions:    9722/  10000 (97.22%), best:    9752/10000 (97.52%), error:       946.64954, best error:       818.67688 on epoch:    55, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 118.5174026489s, input_fired_time: 1.5808235407, output_fired_time: 1.4038302898, propagate_forward_time: 44.5724372864, propagate_backward_time: 67.6437225342, weight_update_time: 0.1634514928, other_time: 3.3165893555
epoch time: 10.1672363281s, input_fired_time: 0.2248082012, output_fired_time: 0.0000000000, propagate_forward_time: 9.3391923904, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6032361984
validation[          , genome  6736] predictions:    9712/  10000 (97.12%), best:    9752/10000 (97.52%), error:       919.71729, best error:       818.67688 on epoch:    55, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 117.9295196533s, input_fired_time: 1.5771092176, output_fired_time: 1.3839796782, propagate_forward_time: 44.3263626099, propagate_backward_time: 67.3524246216, weight_update_time: 0.1584636569, other_time: 3.2896423340
epoch time: 9.6173257828s, input_fired_time: 0.2023560554, output_fired_time: 0.0000000000, propagate_forward_time: 8.8337459564, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5812234879
validation[          , genome  6736] predictions:    9668/  10000 (96.68%), best:    9752/10000 (97.52%), error:      1025.76880, best error:       818.67688 on epoch:    55, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 118.3118286133s, input_fired_time: 1.5878353119, output_fired_time: 1.3819937706, propagate_forward_time: 44.4262580872, propagate_backward_time: 67.5819702148, weight_update_time: 0.1602084637, other_time: 3.3337707520
epoch time: 9.7387914658s, input_fired_time: 0.2068218142, output_fired_time: 0.0000000000, propagate_forward_time: 8.9460792542, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5858907700
validation[          , genome  6736] predictions:    9707/  10000 (97.07%), best:    9752/10000 (97.52%), error:       967.37769, best error:       818.67688 on epoch:    55, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 117.9987869263s, input_fired_time: 1.5478683710, output_fired_time: 1.3767191172, propagate_forward_time: 44.3961372375, propagate_backward_time: 67.4123306274, weight_update_time: 0.1577143222, other_time: 3.2657394409
epoch time: 9.8059377670s, input_fired_time: 0.2138994038, output_fired_time: 0.0000000000, propagate_forward_time: 9.0036306381, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5884075165
validation[          , genome  6736] predictions:    9688/  10000 (96.88%), best:    9752/10000 (97.52%), error:       987.56476, best error:       818.67688 on epoch:    55, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 119.6915969849s, input_fired_time: 1.5902475119, output_fired_time: 1.3768374920, propagate_forward_time: 45.1293792725, propagate_backward_time: 68.2485885620, weight_update_time: 0.1582513154, other_time: 3.3465423584
epoch time: 9.8389921188s, input_fired_time: 0.2116108239, output_fired_time: 0.0000000000, propagate_forward_time: 9.0483369827, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5790443420
validation[          , genome  6736] predictions:    9727/  10000 (97.27%), best:    9752/10000 (97.52%), error:       928.56323, best error:       818.67688 on epoch:    55, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 118.4581298828s, input_fired_time: 1.5720643997, output_fired_time: 1.3782306910, propagate_forward_time: 44.5327110291, propagate_backward_time: 67.7276763916, weight_update_time: 0.1675800085, other_time: 3.2474517822
epoch time: 9.7070198059s, input_fired_time: 0.2052259892, output_fired_time: 0.0000000000, propagate_forward_time: 8.9160308838, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5857629776
validation[          , genome  6736] predictions:    9725/  10000 (97.25%), best:    9752/10000 (97.52%), error:       894.98749, best error:       818.67688 on epoch:    55, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 118.1025390625s, input_fired_time: 1.5805727243, output_fired_time: 1.3806898594, propagate_forward_time: 44.4210243225, propagate_backward_time: 67.4025268555, weight_update_time: 0.1643722951, other_time: 3.3177185059
epoch time: 9.8261728287s, input_fired_time: 0.2155563533, output_fired_time: 0.0000000000, propagate_forward_time: 9.0164508820, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5941658020
validation[          , genome  6736] predictions:    9712/  10000 (97.12%), best:    9752/10000 (97.52%), error:       928.97394, best error:       818.67688 on epoch:    55, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 119.0060424805s, input_fired_time: 1.5969495773, output_fired_time: 1.3868266344, propagate_forward_time: 44.8095550537, propagate_backward_time: 67.8662033081, weight_update_time: 0.1590110660, other_time: 3.3465118408
epoch time: 9.6693172455s, input_fired_time: 0.2004485279, output_fired_time: 0.0000000000, propagate_forward_time: 8.9022083282, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5666599274
validation[          , genome  6736] predictions:    9716/  10000 (97.16%), best:    9752/10000 (97.52%), error:       961.66241, best error:       818.67688 on epoch:    55, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 119.6122665405s, input_fired_time: 1.5806521177, output_fired_time: 1.4094196558, propagate_forward_time: 45.0099754333, propagate_backward_time: 68.2823333740, weight_update_time: 0.1592183411, other_time: 3.3298950195
epoch time: 9.8986816406s, input_fired_time: 0.2233056277, output_fired_time: 0.0000000000, propagate_forward_time: 9.0475120544, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6278638840
validation[          , genome  6736] predictions:    9692/  10000 (96.92%), best:    9752/10000 (97.52%), error:      1010.40503, best error:       818.67688 on epoch:    55, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 117.9583282471s, input_fired_time: 1.5941318274, output_fired_time: 1.3802086115, propagate_forward_time: 44.3560943604, propagate_backward_time: 67.2928619385, weight_update_time: 0.1599968672, other_time: 3.3350296021
epoch time: 9.6031780243s, input_fired_time: 0.2031605095, output_fired_time: 0.0000000000, propagate_forward_time: 8.8174705505, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5825471878
validation[          , genome  6736] predictions:    9657/  10000 (96.57%), best:    9752/10000 (97.52%), error:      1068.49792, best error:       818.67688 on epoch:    55, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 118.4646606445s, input_fired_time: 1.5872888565, output_fired_time: 1.3866403103, propagate_forward_time: 44.6120986938, propagate_backward_time: 67.5680999756, weight_update_time: 0.1593274474, other_time: 3.3105316162
epoch time: 9.7675771713s, input_fired_time: 0.1995863467, output_fired_time: 0.0000000000, propagate_forward_time: 8.9725780487, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5954132080
validation[          , genome  6736] predictions:    9725/  10000 (97.25%), best:    9752/10000 (97.52%), error:       920.31775, best error:       818.67688 on epoch:    55, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 118.4339904785s, input_fired_time: 1.5871982574, output_fired_time: 1.3934530020, propagate_forward_time: 44.4580917358, propagate_backward_time: 67.6782684326, weight_update_time: 0.1593478024, other_time: 3.3169784546
epoch time: 9.7607889175s, input_fired_time: 0.1991635561, output_fired_time: 0.0000000000, propagate_forward_time: 8.9873838425, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5742416382
validation[          , genome  6736] predictions:    9679/  10000 (96.79%), best:    9752/10000 (97.52%), error:      1055.23145, best error:       818.67688 on epoch:    55, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 119.2117767334s, input_fired_time: 1.5689750910, output_fired_time: 1.3983476162, propagate_forward_time: 44.7848396301, propagate_backward_time: 68.1782302856, weight_update_time: 0.1578374952, other_time: 3.2813796997
epoch time: 9.6969203949s, input_fired_time: 0.2010261118, output_fired_time: 0.0000000000, propagate_forward_time: 8.9180803299, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5778141022
validation[          , genome  6736] predictions:    9632/  10000 (96.32%), best:    9752/10000 (97.52%), error:      1185.95752, best error:       818.67688 on epoch:    55, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 119.6831130981s, input_fired_time: 1.6203819513, output_fired_time: 1.4121874571, propagate_forward_time: 45.0104827881, propagate_backward_time: 68.2320632935, weight_update_time: 0.1643689424, other_time: 3.4079971313
epoch time: 9.6532325745s, input_fired_time: 0.2043343335, output_fired_time: 0.0000000000, propagate_forward_time: 8.8612737656, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5876245499
validation[          , genome  6736] predictions:    9699/  10000 (96.99%), best:    9752/10000 (97.52%), error:       984.12256, best error:       818.67688 on epoch:    55, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 117.7083206177s, input_fired_time: 1.5621137619, output_fired_time: 1.3838977814, propagate_forward_time: 44.2893600464, propagate_backward_time: 67.2407302856, weight_update_time: 0.1569853425, other_time: 3.2322235107
epoch time: 9.6252155304s, input_fired_time: 0.2020833194, output_fired_time: 0.0000000000, propagate_forward_time: 8.8518085480, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5713233948
validation[          , genome  6736] predictions:    9715/  10000 (97.15%), best:    9752/10000 (97.52%), error:       956.73706, best error:       818.67688 on epoch:    55, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 117.9085845947s, input_fired_time: 1.5714496374, output_fired_time: 1.3845112324, propagate_forward_time: 44.3421211243, propagate_backward_time: 67.3694229126, weight_update_time: 0.1561962813, other_time: 3.2410812378
epoch time: 9.7327947617s, input_fired_time: 0.2056381106, output_fired_time: 0.0000000000, propagate_forward_time: 8.9414062500, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5857505798
validation[          , genome  6736] predictions:    9717/  10000 (97.17%), best:    9752/10000 (97.52%), error:       897.86755, best error:       818.67688 on epoch:    55, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 117.9699478149s, input_fired_time: 1.5734446049, output_fired_time: 1.3723821640, propagate_forward_time: 44.3453140259, propagate_backward_time: 67.3704986572, weight_update_time: 0.1584544033, other_time: 3.3083038330
epoch time: 9.6307086945s, input_fired_time: 0.2108856142, output_fired_time: 0.0000000000, propagate_forward_time: 8.8468093872, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5730133057
validation[          , genome  6736] predictions:    9669/  10000 (96.69%), best:    9752/10000 (97.52%), error:      1055.12061, best error:       818.67688 on epoch:    55, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 118.5773468018s, input_fired_time: 1.5909479856, output_fired_time: 1.3851579428, propagate_forward_time: 44.5727005005, propagate_backward_time: 67.6968994141, weight_update_time: 0.1598037779, other_time: 3.3316421509
epoch time: 9.7942323685s, input_fired_time: 0.2067455798, output_fired_time: 0.0000000000, propagate_forward_time: 8.9865121841, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6009750366
validation[          , genome  6736] predictions:    9639/  10000 (96.39%), best:    9752/10000 (97.52%), error:      1198.46021, best error:       818.67688 on epoch:    55, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 119.4949874878s, input_fired_time: 1.5892933607, output_fired_time: 1.3920071125, propagate_forward_time: 44.9020118713, propagate_backward_time: 68.2371520996, weight_update_time: 0.1590810716, other_time: 3.3745269775
epoch time: 9.8979949951s, input_fired_time: 0.2079186141, output_fired_time: 0.0000000000, propagate_forward_time: 9.1001806259, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5898962021
validation[          , genome  6736] predictions:    9717/  10000 (97.17%), best:    9752/10000 (97.52%), error:       944.25159, best error:       818.67688 on epoch:    55, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 118.0063781738s, input_fired_time: 1.5912004709, output_fired_time: 1.3749222755, propagate_forward_time: 44.3688354492, propagate_backward_time: 67.3323135376, weight_update_time: 0.1650432497, other_time: 3.3391036987
epoch time: 9.8968992233s, input_fired_time: 0.2001464963, output_fired_time: 0.0000000000, propagate_forward_time: 9.1309423447, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5658102036
validation[          , genome  6736] predictions:    9624/  10000 (96.24%), best:    9752/10000 (97.52%), error:      1301.88574, best error:       818.67688 on epoch:    55, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 118.3814926147s, input_fired_time: 1.5723767281, output_fired_time: 1.3782988787, propagate_forward_time: 44.5775947571, propagate_backward_time: 67.5805969238, weight_update_time: 0.1576376408, other_time: 3.2726287842
epoch time: 9.8472547531s, input_fired_time: 0.2138485014, output_fired_time: 0.0000000000, propagate_forward_time: 9.0596036911, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5738029480
validation[          , genome  6736] predictions:    9718/  10000 (97.18%), best:    9752/10000 (97.52%), error:       923.71521, best error:       818.67688 on epoch:    55, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 117.7974548340s, input_fired_time: 1.5842958689, output_fired_time: 1.3801043034, propagate_forward_time: 44.2605171204, propagate_backward_time: 67.2295227051, weight_update_time: 0.1594939679, other_time: 3.3430175781
epoch time: 9.7391443253s, input_fired_time: 0.1970912218, output_fired_time: 0.0000000000, propagate_forward_time: 8.9569101334, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5851430893
validation[          , genome  6736] predictions:    9625/  10000 (96.25%), best:    9752/10000 (97.52%), error:      1298.24353, best error:       818.67688 on epoch:    55, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 117.9037399292s, input_fired_time: 1.5872839689, output_fired_time: 1.3702567816, propagate_forward_time: 44.3473205566, propagate_backward_time: 67.3055953979, weight_update_time: 0.1588744819, other_time: 3.2932891846
epoch time: 9.9278192520s, input_fired_time: 0.2000630051, output_fired_time: 0.0000000000, propagate_forward_time: 9.1319646835, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5957918167
validation[          , genome  6736] predictions:    9717/  10000 (97.17%), best:    9752/10000 (97.52%), error:      1006.10303, best error:       818.67688 on epoch:    55, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 117.8752899170s, input_fired_time: 1.5830222368, output_fired_time: 1.3605585098, propagate_forward_time: 44.2676734924, propagate_backward_time: 67.3063049316, weight_update_time: 0.1597555876, other_time: 3.3577270508
epoch time: 9.6489820480s, input_fired_time: 0.2052982897, output_fired_time: 0.0000000000, propagate_forward_time: 8.8730783463, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5706052780
validation[          , genome  6736] predictions:    9740/  10000 (97.40%), best:    9752/10000 (97.52%), error:       876.92487, best error:       818.67688 on epoch:    55, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 117.7551422119s, input_fired_time: 1.5722018480, output_fired_time: 1.3629813194, propagate_forward_time: 44.2494621277, propagate_backward_time: 67.2742691040, weight_update_time: 0.1589310765, other_time: 3.2962265015
epoch time: 9.6207876205s, input_fired_time: 0.2063623071, output_fired_time: 0.0000000000, propagate_forward_time: 8.8379325867, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5764923096
validation[          , genome  6736] predictions:    9705/  10000 (97.05%), best:    9752/10000 (97.52%), error:       942.71179, best error:       818.67688 on epoch:    55, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 117.8610763550s, input_fired_time: 1.5709968805, output_fired_time: 1.3831137419, propagate_forward_time: 44.2877464294, propagate_backward_time: 67.3123321533, weight_update_time: 0.1590479463, other_time: 3.3068847656
epoch time: 9.7341709137s, input_fired_time: 0.2056605816, output_fired_time: 0.0000000000, propagate_forward_time: 8.9600267410, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5684833527
validation[          , genome  6736] predictions:    9726/  10000 (97.26%), best:    9752/10000 (97.52%), error:       871.15808, best error:       818.67688 on epoch:    55, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 118.3477554321s, input_fired_time: 1.5986136198, output_fired_time: 1.3834819794, propagate_forward_time: 44.5506706238, propagate_backward_time: 67.5183486938, weight_update_time: 0.1587840617, other_time: 3.2966384888
epoch time: 9.6081581116s, input_fired_time: 0.2003746331, output_fired_time: 0.0000000000, propagate_forward_time: 8.8446388245, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5631446838
validation[          , genome  6736] predictions:    9704/  10000 (97.04%), best:    9752/10000 (97.52%), error:      1003.70990, best error:       818.67688 on epoch:    55, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 119.7972488403s, input_fired_time: 1.6227271557, output_fired_time: 1.4066441059, propagate_forward_time: 45.0787353516, propagate_backward_time: 68.3067321777, weight_update_time: 0.1594013572, other_time: 3.3824081421
epoch time: 9.6954908371s, input_fired_time: 0.2091110051, output_fired_time: 0.0000000000, propagate_forward_time: 8.9056539536, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5807256699
validation[          , genome  6736] predictions:    9687/  10000 (96.87%), best:    9752/10000 (97.52%), error:      1058.87073, best error:       818.67688 on epoch:    55, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 117.5609512329s, input_fired_time: 1.5891044140, output_fired_time: 1.3779480457, propagate_forward_time: 44.0789527893, propagate_backward_time: 67.1708831787, weight_update_time: 0.1670188159, other_time: 3.3440704346
epoch time: 9.7296295166s, input_fired_time: 0.2086284161, output_fired_time: 0.0000000000, propagate_forward_time: 8.9492721558, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5717287064
validation[          , genome  6736] predictions:    9717/  10000 (97.17%), best:    9752/10000 (97.52%), error:       975.85583, best error:       818.67688 on epoch:    55, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 118.9134521484s, input_fired_time: 1.5982725620, output_fired_time: 1.3764357567, propagate_forward_time: 44.6882896423, propagate_backward_time: 67.9225769043, weight_update_time: 0.1586278379, other_time: 3.3278808594
epoch time: 9.7227363586s, input_fired_time: 0.2023153156, output_fired_time: 0.0000000000, propagate_forward_time: 8.9382438660, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5821771622
validation[          , genome  6736] predictions:    9742/  10000 (97.42%), best:    9752/10000 (97.52%), error:       872.21368, best error:       818.67688 on epoch:    55, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 118.0376968384s, input_fired_time: 1.5849205256, output_fired_time: 1.3745473623, propagate_forward_time: 44.3099822998, propagate_backward_time: 67.4453353882, weight_update_time: 0.1581848711, other_time: 3.3229064941
epoch time: 9.7365865707s, input_fired_time: 0.2127795964, output_fired_time: 0.0000000000, propagate_forward_time: 8.9464607239, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5773458481
validation[          , genome  6736] predictions:    9738/  10000 (97.38%), best:    9752/10000 (97.52%), error:       873.87488, best error:       818.67688 on epoch:    55, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 118.4739456177s, input_fired_time: 1.5943409204, output_fired_time: 1.3770171404, propagate_forward_time: 44.5153465271, propagate_backward_time: 67.6555557251, weight_update_time: 0.1585046798, other_time: 3.3316879272
epoch time: 9.8973979950s, input_fired_time: 0.2217833102, output_fired_time: 0.0000000000, propagate_forward_time: 9.0829696655, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5926446915
validation[          , genome  6736] predictions:    9692/  10000 (96.92%), best:    9752/10000 (97.52%), error:      1019.55243, best error:       818.67688 on epoch:    55, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 119.2905654907s, input_fired_time: 1.6021633148, output_fired_time: 1.3886096478, propagate_forward_time: 44.8856430054, propagate_backward_time: 68.0580902100, weight_update_time: 0.1600285918, other_time: 3.3560562134
epoch time: 9.6714868546s, input_fired_time: 0.2033032030, output_fired_time: 0.0000000000, propagate_forward_time: 8.9004564285, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5677270889
validation[          , genome  6736] predictions:    9720/  10000 (97.20%), best:    9752/10000 (97.52%), error:       927.36163, best error:       818.67688 on epoch:    55, 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: 48.7965202332s, input_fired_time: 0.9904513359, output_fired_time: 0.0000000000, propagate_forward_time: 44.8237037659, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.9823646545
best training[          , genome  6736] predictions:   49514/  50000 (99.03%), best:    9752/10000 (97.52%), error:      1860.38110, best error:       818.67688 on epoch:    55, 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: 9.6152334213s, input_fired_time: 0.1954847872, output_fired_time: 0.0000000000, propagate_forward_time: 8.8549098969, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5648384094
   testing[          , genome  6736] predictions:    9789/  10000 (97.89%), best:    9752/10000 (97.52%), error:       746.10248, best error:       818.67688 on epoch:    55, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
20:19:37 (4548): called boinc_finish(0)

</stderr_txt>
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