Nameexact_genome_1512568488_42_4889_0
Workunit2595646
Created7 Dec 2017, 12:12:25 UTC
Sent7 Dec 2017, 12:16:32 UTC
Report deadline15 Dec 2017, 5:48:49 UTC
Received8 Dec 2017, 22:57:33 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID52320
Run time3 hours 56 min 22 sec
CPU time3 hours 56 min 19 sec
Validate stateValid
Credit1,932.69
Device peak FLOPS2.93 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size158.07 MB
Peak swap size156.55 MB
Peak disk usage2.31 MB

Stderr output

<core_client_version>7.8.2</core_client_version>
<![CDATA[
<stderr_txt>
ther_time: 0.5848903656
validation[          , genome  4889] predictions:    9639/  10000 (96.39%), best:    9703/10000 (97.03%), error:      1146.13342, best error:      1011.96649 on epoch:     9, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 129.4832000732s, input_fired_time: 2.0470106602, output_fired_time: 1.9252784252, propagate_forward_time: 49.2176742554, propagate_backward_time: 73.0091781616, weight_update_time: 0.1744149178, other_time: 3.2840576172
epoch time: 10.7133722305s, input_fired_time: 0.2515771389, output_fired_time: 0.0000000000, propagate_forward_time: 9.8727865219, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5890083313
validation[          , genome  4889] predictions:    9678/  10000 (96.78%), best:    9703/10000 (97.03%), error:      1039.08740, best error:      1011.96649 on epoch:     9, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 128.8320159912s, input_fired_time: 2.0209202766, output_fired_time: 1.9157590866, propagate_forward_time: 48.9024581909, propagate_backward_time: 72.7904663086, weight_update_time: 0.1712802798, other_time: 3.2024154663
epoch time: 10.6327257156s, input_fired_time: 0.2487861961, output_fired_time: 0.0000000000, propagate_forward_time: 9.8134927750, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5704469681
validation[          , genome  4889] predictions:    9703/  10000 (97.03%), best:    9703/10000 (97.03%), error:       999.11627, best error:       999.11627 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 129.1007690430s, input_fired_time: 2.0400226116, output_fired_time: 1.9234337807, propagate_forward_time: 49.1268386841, propagate_backward_time: 72.7764663696, weight_update_time: 0.1716752946, other_time: 3.2340087891
epoch time: 10.6687555313s, input_fired_time: 0.2526211441, output_fired_time: 0.0000000000, propagate_forward_time: 9.8442373276, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5718975067
validation[          , genome  4889] predictions:    9621/  10000 (96.21%), best:    9703/10000 (97.03%), error:      1260.64600, best error:       999.11627 on epoch:    16, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 128.7148742676s, input_fired_time: 2.0224111080, output_fired_time: 1.9165878296, propagate_forward_time: 48.9380455017, propagate_backward_time: 72.6380538940, weight_update_time: 0.1713634729, other_time: 3.1997756958
epoch time: 10.5808420181s, input_fired_time: 0.2537663877, output_fired_time: 0.0000000000, propagate_forward_time: 9.7415599823, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5855159760
validation[          , genome  4889] predictions:    9666/  10000 (96.66%), best:    9703/10000 (97.03%), error:      1128.58167, best error:       999.11627 on epoch:    16, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 128.8397827148s, input_fired_time: 2.0428547859, output_fired_time: 1.9160480499, propagate_forward_time: 48.9534530640, propagate_backward_time: 72.6461639404, weight_update_time: 0.1722636074, other_time: 3.2812652588
epoch time: 10.7013301849s, input_fired_time: 0.2555058002, output_fired_time: 0.0000000000, propagate_forward_time: 9.8561944962, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5896301270
validation[          , genome  4889] predictions:    9708/  10000 (97.08%), best:    9703/10000 (97.03%), error:      1005.69293, best error:       999.11627 on epoch:    16, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 128.6420745850s, input_fired_time: 2.0222878456, output_fired_time: 1.9186685085, propagate_forward_time: 48.9007530212, propagate_backward_time: 72.6280670166, weight_update_time: 0.1713357866, other_time: 3.1723022461
epoch time: 10.5773620605s, input_fired_time: 0.2508544326, output_fired_time: 0.0000000000, propagate_forward_time: 9.7562894821, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5702180862
validation[          , genome  4889] predictions:    9648/  10000 (96.48%), best:    9703/10000 (97.03%), error:      1147.61194, best error:       999.11627 on epoch:    16, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 129.0222930908s, input_fired_time: 2.0404989719, output_fired_time: 1.9212204218, propagate_forward_time: 49.0497779846, propagate_backward_time: 72.7266921997, weight_update_time: 0.1738900989, other_time: 3.2841110229
epoch time: 10.6052646637s, input_fired_time: 0.2528330088, output_fired_time: 0.0000000000, propagate_forward_time: 9.7627906799, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5896406174
validation[          , genome  4889] predictions:    9713/  10000 (97.13%), best:    9713/10000 (97.13%), error:       957.22406, best error:       957.22406 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 129.1331024170s, input_fired_time: 2.0538835526, output_fired_time: 1.9329625368, propagate_forward_time: 49.1674880981, propagate_backward_time: 72.6972656250, weight_update_time: 0.1749054939, other_time: 3.2815017700
epoch time: 10.6598777771s, input_fired_time: 0.2538719177, output_fired_time: 0.0000000000, propagate_forward_time: 9.8182973862, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5877084732
validation[          , genome  4889] predictions:    9722/  10000 (97.22%), best:    9722/10000 (97.22%), error:       945.09137, best error:       945.09137 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 128.5930328369s, input_fired_time: 2.0085570812, output_fired_time: 1.9071414471, propagate_forward_time: 48.9027748108, propagate_backward_time: 72.6214752197, weight_update_time: 0.1703678668, other_time: 3.1530761719
epoch time: 10.6541929245s, input_fired_time: 0.2504675090, output_fired_time: 0.0000000000, propagate_forward_time: 9.8331823349, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5705432892
validation[          , genome  4889] predictions:    9676/  10000 (96.76%), best:    9722/10000 (97.22%), error:      1089.31787, best error:       945.09137 on epoch:    22, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 128.5115661621s, input_fired_time: 2.0454642773, output_fired_time: 1.9132190943, propagate_forward_time: 48.8047523499, propagate_backward_time: 72.4712524414, weight_update_time: 0.1728407145, other_time: 3.2768859863
epoch time: 10.7028617859s, input_fired_time: 0.2512465715, output_fired_time: 0.0000000000, propagate_forward_time: 9.8814249039, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5701904297
validation[          , genome  4889] predictions:    9681/  10000 (96.81%), best:    9722/10000 (97.22%), error:      1059.40344, best error:       945.09137 on epoch:    22, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 128.6105346680s, input_fired_time: 2.0331609249, output_fired_time: 1.9087874889, propagate_forward_time: 48.8785324097, propagate_backward_time: 72.5641784668, weight_update_time: 0.1704545468, other_time: 3.2258758545
epoch time: 10.5708608627s, input_fired_time: 0.2515819073, output_fired_time: 0.0000000000, propagate_forward_time: 9.7460088730, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5732698441
validation[          , genome  4889] predictions:    9663/  10000 (96.63%), best:    9722/10000 (97.22%), error:      1076.65552, best error:       945.09137 on epoch:    22, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 128.8535614014s, input_fired_time: 2.0229413509, output_fired_time: 1.9206317663, propagate_forward_time: 49.0248908997, propagate_backward_time: 72.7328491211, weight_update_time: 0.1704286039, other_time: 3.1522521973
epoch time: 10.5661039352s, input_fired_time: 0.2518642843, output_fired_time: 0.0000000000, propagate_forward_time: 9.7469768524, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5672626495
validation[          , genome  4889] predictions:    9669/  10000 (96.69%), best:    9722/10000 (97.22%), error:      1109.39624, best error:       945.09137 on epoch:    22, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 128.7189025879s, input_fired_time: 2.0504395962, output_fired_time: 1.9244751930, propagate_forward_time: 48.9656677246, propagate_backward_time: 72.5048904419, weight_update_time: 0.1733370423, other_time: 3.2734298706
epoch time: 10.6058988571s, input_fired_time: 0.2529709935, output_fired_time: 0.0000000000, propagate_forward_time: 9.7675313950, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5853967667
validation[          , genome  4889] predictions:    9704/  10000 (97.04%), best:    9722/10000 (97.22%), error:       954.39478, best error:       945.09137 on epoch:    22, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 128.8549652100s, input_fired_time: 2.0455958843, output_fired_time: 1.9069163799, propagate_forward_time: 48.8870429993, propagate_backward_time: 72.7340621948, weight_update_time: 0.1724865437, other_time: 3.2813491821
epoch time: 10.5636558533s, input_fired_time: 0.2533824146, output_fired_time: 0.0000000000, propagate_forward_time: 9.7233667374, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5869064331
validation[          , genome  4889] predictions:    9721/  10000 (97.21%), best:    9721/10000 (97.21%), error:       936.00793, best error:       936.00793 on epoch:    28, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 128.6123657227s, input_fired_time: 2.0229537487, output_fired_time: 1.9162259102, propagate_forward_time: 48.9567718506, propagate_backward_time: 72.5686874390, weight_update_time: 0.1707638353, other_time: 3.1477203369
epoch time: 10.5644741058s, input_fired_time: 0.2480424792, output_fired_time: 0.0000000000, propagate_forward_time: 9.7477464676, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5686855316
validation[          , genome  4889] predictions:    9682/  10000 (96.82%), best:    9721/10000 (97.21%), error:      1049.48608, best error:       936.00793 on epoch:    28, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 128.5596313477s, input_fired_time: 2.0449001789, output_fired_time: 1.9135147333, propagate_forward_time: 48.7742614746, propagate_backward_time: 72.5488891602, weight_update_time: 0.1740396917, other_time: 3.2780685425
epoch time: 10.4941425323s, input_fired_time: 0.2501334250, output_fired_time: 0.0000000000, propagate_forward_time: 9.6693601608, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5746488571
validation[          , genome  4889] predictions:    9730/  10000 (97.30%), best:    9730/10000 (97.30%), error:       906.45392, best error:       906.45392 on epoch:    30, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 128.9931793213s, input_fired_time: 2.0412609577, output_fired_time: 1.9232609272, propagate_forward_time: 49.0592193604, propagate_backward_time: 72.7581939697, weight_update_time: 0.1726813167, other_time: 3.2112426758
epoch time: 10.5804529190s, input_fired_time: 0.2495525330, output_fired_time: 0.0000000000, propagate_forward_time: 9.7613620758, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5695381165
validation[          , genome  4889] predictions:    9701/  10000 (97.01%), best:    9730/10000 (97.30%), error:       999.27362, best error:       906.45392 on epoch:    30, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 129.0908355713s, input_fired_time: 2.0458524227, output_fired_time: 1.9207453728, propagate_forward_time: 49.0803070068, propagate_backward_time: 72.8102569580, weight_update_time: 0.1716513783, other_time: 3.2336730957
epoch time: 10.5722703934s, input_fired_time: 0.2506685853, output_fired_time: 0.0000000000, propagate_forward_time: 9.7511577606, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5704441071
validation[          , genome  4889] predictions:    9655/  10000 (96.55%), best:    9730/10000 (97.30%), error:      1099.41528, best error:       906.45392 on epoch:    30, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 129.1306915283s, input_fired_time: 2.0646934509, output_fired_time: 1.9109469652, propagate_forward_time: 49.0484733582, propagate_backward_time: 72.8198318481, weight_update_time: 0.1747362912, other_time: 3.2867355347
epoch time: 10.6368913651s, input_fired_time: 0.2604218125, output_fired_time: 0.0000000000, propagate_forward_time: 9.7949981689, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5814714432
validation[          , genome  4889] predictions:    9697/  10000 (96.97%), best:    9730/10000 (97.30%), error:       983.31683, best error:       906.45392 on epoch:    30, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 128.8791656494s, input_fired_time: 2.0292043686, output_fired_time: 1.9280675650, propagate_forward_time: 49.0600166321, propagate_backward_time: 72.6973114014, weight_update_time: 0.1709550917, other_time: 3.1645660400
epoch time: 10.6582059860s, input_fired_time: 0.2503610849, output_fired_time: 0.0000000000, propagate_forward_time: 9.8350248337, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5728197098
validation[          , genome  4889] predictions:    9718/  10000 (97.18%), best:    9730/10000 (97.30%), error:       989.61475, best error:       906.45392 on epoch:    30, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 128.6149444580s, input_fired_time: 2.0270309448, output_fired_time: 1.9091897011, propagate_forward_time: 48.8869972229, propagate_backward_time: 72.6459732056, weight_update_time: 0.1704601049, other_time: 3.1457595825
epoch time: 10.6311454773s, input_fired_time: 0.2498715818, output_fired_time: 0.0000000000, propagate_forward_time: 9.8073396683, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5739345551
validation[          , genome  4889] predictions:    9712/  10000 (97.12%), best:    9730/10000 (97.30%), error:       989.10175, best error:       906.45392 on epoch:    30, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 128.8002319336s, input_fired_time: 2.0406110287, output_fired_time: 1.9173593521, propagate_forward_time: 49.0001373291, propagate_backward_time: 72.6530227661, weight_update_time: 0.1700462401, other_time: 3.1891021729
epoch time: 10.6328306198s, input_fired_time: 0.2512935996, output_fired_time: 0.0000000000, propagate_forward_time: 9.8095607758, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5719766617
validation[          , genome  4889] predictions:    9729/  10000 (97.29%), best:    9729/10000 (97.29%), error:       890.33936, best error:       890.33936 on epoch:    36, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 129.0049896240s, input_fired_time: 2.0336554050, output_fired_time: 1.9266223907, propagate_forward_time: 49.0607261658, propagate_backward_time: 72.8281173706, weight_update_time: 0.1705835611, other_time: 3.1558761597
epoch time: 10.6189708710s, input_fired_time: 0.2529957891, output_fired_time: 0.0000000000, propagate_forward_time: 9.7943611145, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5716142654
validation[          , genome  4889] predictions:    9746/  10000 (97.46%), best:    9746/10000 (97.46%), error:       840.41046, best error:       840.41046 on epoch:    37, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 128.4094848633s, input_fired_time: 2.0386183262, output_fired_time: 1.9133228064, propagate_forward_time: 48.7811851501, propagate_backward_time: 72.4730758667, weight_update_time: 0.1716037095, other_time: 3.2032852173
epoch time: 10.6691484451s, input_fired_time: 0.2566312850, output_fired_time: 0.0000000000, propagate_forward_time: 9.8225212097, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5899963379
validation[          , genome  4889] predictions:    9711/  10000 (97.11%), best:    9746/10000 (97.46%), error:       971.66833, best error:       840.41046 on epoch:    37, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 129.3929901123s, input_fired_time: 2.0715527534, output_fired_time: 1.9176135063, propagate_forward_time: 49.2512435913, propagate_backward_time: 72.8594360352, weight_update_time: 0.1727286577, other_time: 3.2931442261
epoch time: 10.6499242783s, input_fired_time: 0.2571605742, output_fired_time: 0.0000000000, propagate_forward_time: 9.8029012680, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5898628235
validation[          , genome  4889] predictions:    9726/  10000 (97.26%), best:    9746/10000 (97.46%), error:       932.93683, best error:       840.41046 on epoch:    37, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 129.2189636230s, input_fired_time: 2.0394957066, output_fired_time: 1.9372869730, propagate_forward_time: 49.2426528931, propagate_backward_time: 72.8537521362, weight_update_time: 0.1711232364, other_time: 3.1457748413
epoch time: 10.6714534760s, input_fired_time: 0.2553601265, output_fired_time: 0.0000000000, propagate_forward_time: 9.8442516327, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5718421936
validation[          , genome  4889] predictions:    9750/  10000 (97.50%), best:    9746/10000 (97.46%), error:       865.21570, best error:       840.41046 on epoch:    37, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 129.2883911133s, input_fired_time: 2.0641775131, output_fired_time: 1.9165034294, propagate_forward_time: 49.1354064941, propagate_backward_time: 72.8998413086, weight_update_time: 0.1731677800, other_time: 3.2724609375
epoch time: 10.6278991699s, input_fired_time: 0.2510017753, output_fired_time: 0.0000000000, propagate_forward_time: 9.8053283691, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5715694427
validation[          , genome  4889] predictions:    9697/  10000 (96.97%), best:    9746/10000 (97.46%), error:       985.17804, best error:       840.41046 on epoch:    37, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 128.8503723145s, input_fired_time: 2.0630326271, output_fired_time: 1.9145802259, propagate_forward_time: 48.7952575684, propagate_backward_time: 72.7989578247, weight_update_time: 0.1723605841, other_time: 3.2785415649
epoch time: 10.6758480072s, input_fired_time: 0.2559430599, output_fired_time: 0.0000000000, propagate_forward_time: 9.8299121857, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5899925232
validation[          , genome  4889] predictions:    9717/  10000 (97.17%), best:    9746/10000 (97.46%), error:       977.53009, best error:       840.41046 on epoch:    37, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 129.2571258545s, input_fired_time: 2.0460364819, output_fired_time: 1.9354186058, propagate_forward_time: 49.2060203552, propagate_backward_time: 72.9038391113, weight_update_time: 0.1716516316, other_time: 3.1658172607
epoch time: 10.6702136993s, input_fired_time: 0.2540978491, output_fired_time: 0.0000000000, propagate_forward_time: 9.8440408707, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5720748901
validation[          , genome  4889] predictions:    9723/  10000 (97.23%), best:    9746/10000 (97.46%), error:       929.19177, best error:       840.41046 on epoch:    37, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 128.0512237549s, input_fired_time: 2.0235817432, output_fired_time: 1.9098278284, propagate_forward_time: 48.6394958496, propagate_backward_time: 72.3343048096, weight_update_time: 0.1695050448, other_time: 3.1440124512
epoch time: 10.6128349304s, input_fired_time: 0.2539035082, output_fired_time: 0.0000000000, propagate_forward_time: 9.7873487473, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5715827942
validation[          , genome  4889] predictions:    9715/  10000 (97.15%), best:    9746/10000 (97.46%), error:      1000.85492, best error:       840.41046 on epoch:    37, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 129.0024871826s, input_fired_time: 2.0608053207, output_fired_time: 1.9201583862, propagate_forward_time: 49.0247650146, propagate_backward_time: 72.7253341675, weight_update_time: 0.1737508327, other_time: 3.2714233398
epoch time: 10.6389455795s, input_fired_time: 0.2593300045, output_fired_time: 0.0000000000, propagate_forward_time: 9.7856655121, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5939502716
validation[          , genome  4889] predictions:    9729/  10000 (97.29%), best:    9746/10000 (97.46%), error:       911.65594, best error:       840.41046 on epoch:    37, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 128.2254333496s, input_fired_time: 2.0222628117, output_fired_time: 1.8973889351, propagate_forward_time: 48.6623039246, propagate_backward_time: 72.4991683960, weight_update_time: 0.1693952531, other_time: 3.1443099976
epoch time: 10.6093053818s, input_fired_time: 0.2558342218, output_fired_time: 0.0000000000, propagate_forward_time: 9.7678499222, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5856208801
validation[          , genome  4889] predictions:    9717/  10000 (97.17%), best:    9746/10000 (97.46%), error:       932.49506, best error:       840.41046 on epoch:    37, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 128.8994598389s, input_fired_time: 2.0645697117, output_fired_time: 1.9154155254, propagate_forward_time: 48.9543418884, propagate_backward_time: 72.6837158203, weight_update_time: 0.1714891344, other_time: 3.2814178467
epoch time: 10.6644411087s, input_fired_time: 0.2546005249, output_fired_time: 0.0000000000, propagate_forward_time: 9.8209180832, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5889225006
validation[          , genome  4889] predictions:    9660/  10000 (96.60%), best:    9746/10000 (97.46%), error:      1121.04956, best error:       840.41046 on epoch:    37, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 129.0726928711s, input_fired_time: 2.0682928562, output_fired_time: 1.9234625101, propagate_forward_time: 49.0451545715, propagate_backward_time: 72.7561721802, weight_update_time: 0.1742290109, other_time: 3.2796096802
epoch time: 10.7145376205s, input_fired_time: 0.2586602867, output_fired_time: 0.0000000000, propagate_forward_time: 9.8629817963, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5928955078
validation[          , genome  4889] predictions:    9668/  10000 (96.68%), best:    9746/10000 (97.46%), error:      1131.60986, best error:       840.41046 on epoch:    37, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 128.8413391113s, input_fired_time: 2.0676560402, output_fired_time: 1.9184031487, propagate_forward_time: 48.9265289307, propagate_backward_time: 72.6447143555, weight_update_time: 0.1790675372, other_time: 3.2840347290
epoch time: 10.6246061325s, input_fired_time: 0.2581541240, output_fired_time: 0.0000000000, propagate_forward_time: 9.7792682648, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5871839523
validation[          , genome  4889] predictions:    9693/  10000 (96.93%), best:    9746/10000 (97.46%), error:      1038.19336, best error:       840.41046 on epoch:    37, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 129.1043395996s, input_fired_time: 2.0511124134, output_fired_time: 1.9346802235, propagate_forward_time: 49.1395034790, propagate_backward_time: 72.8156204224, weight_update_time: 0.1716407835, other_time: 3.1634292603
epoch time: 10.6343116760s, input_fired_time: 0.2520367801, output_fired_time: 0.0000000000, propagate_forward_time: 9.8083391190, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5739355087
validation[          , genome  4889] predictions:    9722/  10000 (97.22%), best:    9746/10000 (97.46%), error:       881.91577, best error:       840.41046 on epoch:    37, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 128.0816650391s, input_fired_time: 2.0294795036, output_fired_time: 1.9102363586, propagate_forward_time: 48.6332015991, propagate_backward_time: 72.3679809570, weight_update_time: 0.1704546064, other_time: 3.1407699585
epoch time: 10.5569477081s, input_fired_time: 0.2530589402, output_fired_time: 0.0000000000, propagate_forward_time: 9.7341203690, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5697679520
validation[          , genome  4889] predictions:    9680/  10000 (96.80%), best:    9746/10000 (97.46%), error:      1051.35327, best error:       840.41046 on epoch:    37, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 128.9956512451s, input_fired_time: 2.0546801090, output_fired_time: 1.9308356047, propagate_forward_time: 49.0447502136, propagate_backward_time: 72.7639541626, weight_update_time: 0.1727735251, other_time: 3.2014389038
epoch time: 10.6226444244s, input_fired_time: 0.2525416613, output_fired_time: 0.0000000000, propagate_forward_time: 9.7991132736, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5709896088
validation[          , genome  4889] predictions:    9720/  10000 (97.20%), best:    9746/10000 (97.46%), error:       940.03870, best error:       840.41046 on epoch:    37, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 129.4100494385s, input_fired_time: 2.0724077225, output_fired_time: 1.9320228100, propagate_forward_time: 49.2516670227, propagate_backward_time: 72.8731918335, weight_update_time: 0.1742976457, other_time: 3.2807540894
epoch time: 10.6929693222s, input_fired_time: 0.2596243024, output_fired_time: 0.0000000000, propagate_forward_time: 9.8430614471, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5902833939
validation[          , genome  4889] predictions:    9621/  10000 (96.21%), best:    9746/10000 (97.46%), error:      1298.93335, best error:       840.41046 on epoch:    37, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 128.6753692627s, input_fired_time: 2.0460426807, output_fired_time: 1.9174462557, propagate_forward_time: 48.8987731934, propagate_backward_time: 72.6390533447, weight_update_time: 0.1710316688, other_time: 3.1740493774
epoch time: 10.6947593689s, input_fired_time: 0.2598818243, output_fired_time: 0.0000000000, propagate_forward_time: 9.8629760742, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5719013214
validation[          , genome  4889] predictions:    9698/  10000 (96.98%), best:    9746/10000 (97.46%), error:       985.53394, best error:       840.41046 on epoch:    37, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 129.6612548828s, input_fired_time: 2.0807516575, output_fired_time: 1.9361068010, propagate_forward_time: 49.2773971558, propagate_backward_time: 73.0768508911, weight_update_time: 0.1736974269, other_time: 3.2901535034
epoch time: 10.7106018066s, input_fired_time: 0.2588797808, output_fired_time: 0.0000000000, propagate_forward_time: 9.8592462540, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5924758911
validation[          , genome  4889] predictions:    9690/  10000 (96.90%), best:    9746/10000 (97.46%), error:      1007.39648, best error:       840.41046 on epoch:    37, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 128.8768310547s, input_fired_time: 2.0639305115, output_fired_time: 1.9177045822, propagate_forward_time: 48.8438186646, propagate_backward_time: 72.7654266357, weight_update_time: 0.1732251346, other_time: 3.2859497070
epoch time: 10.6378498077s, input_fired_time: 0.2571657002, output_fired_time: 0.0000000000, propagate_forward_time: 9.7947158813, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5859680176
validation[          , genome  4889] predictions:    9745/  10000 (97.45%), best:    9746/10000 (97.46%), error:       920.33081, best error:       840.41046 on epoch:    37, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 129.2561035156s, input_fired_time: 2.0743601322, output_fired_time: 1.9275183678, propagate_forward_time: 49.1416931152, propagate_backward_time: 72.8277053833, weight_update_time: 0.1742481142, other_time: 3.2848205566
epoch time: 10.7048721313s, input_fired_time: 0.2582092285, output_fired_time: 0.0000000000, propagate_forward_time: 9.8551425934, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5915203094
validation[          , genome  4889] predictions:    9730/  10000 (97.30%), best:    9746/10000 (97.46%), error:       887.55853, best error:       840.41046 on epoch:    37, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 128.8655700684s, input_fired_time: 2.0713329315, output_fired_time: 1.9156421423, propagate_forward_time: 48.9267921448, propagate_backward_time: 72.6713790894, weight_update_time: 0.1746175587, other_time: 3.2804183960
epoch time: 10.6625804901s, input_fired_time: 0.2585935295, output_fired_time: 0.0000000000, propagate_forward_time: 9.8137435913, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5902433395
validation[          , genome  4889] predictions:    9706/  10000 (97.06%), best:    9746/10000 (97.46%), error:       978.13068, best error:       840.41046 on epoch:    37, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 128.5774993896s, input_fired_time: 2.0337569714, output_fired_time: 1.9146966934, propagate_forward_time: 48.8643264771, propagate_backward_time: 72.6219024658, weight_update_time: 0.1699232906, other_time: 3.1428146362
epoch time: 10.6042432785s, input_fired_time: 0.2533412874, output_fired_time: 0.0000000000, propagate_forward_time: 9.7811498642, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5697517395
validation[          , genome  4889] predictions:    9735/  10000 (97.35%), best:    9746/10000 (97.46%), error:       902.72852, best error:       840.41046 on epoch:    37, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 128.9870910645s, input_fired_time: 2.0674929619, output_fired_time: 1.9291697741, propagate_forward_time: 49.0678825378, propagate_backward_time: 72.6434860229, weight_update_time: 0.1725314111, other_time: 3.2790603638
epoch time: 10.6597099304s, input_fired_time: 0.2522951663, output_fired_time: 0.0000000000, propagate_forward_time: 9.8262701035, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5811443329
validation[          , genome  4889] predictions:    9738/  10000 (97.38%), best:    9746/10000 (97.46%), error:       910.54242, best error:       840.41046 on epoch:    37, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 128.8313140869s, input_fired_time: 2.0489931107, output_fired_time: 1.9111160040, propagate_forward_time: 48.9056701660, propagate_backward_time: 72.7717056274, weight_update_time: 0.1714523882, other_time: 3.1938247681
epoch time: 10.6727085114s, input_fired_time: 0.2609237731, output_fired_time: 0.0000000000, propagate_forward_time: 9.8207054138, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5910797119
validation[          , genome  4889] predictions:    9710/  10000 (97.10%), best:    9746/10000 (97.46%), error:       933.17780, best error:       840.41046 on epoch:    37, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 129.0480651855s, input_fired_time: 2.0474243164, output_fired_time: 1.9261884689, propagate_forward_time: 49.1167945862, propagate_backward_time: 72.7609939575, weight_update_time: 0.1714033335, other_time: 3.1966629028
epoch time: 10.6901626587s, input_fired_time: 0.2541174591, output_fired_time: 0.0000000000, propagate_forward_time: 9.8628034592, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5732421875
validation[          , genome  4889] predictions:    9735/  10000 (97.35%), best:    9746/10000 (97.46%), error:       894.11664, best error:       840.41046 on epoch:    37, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 129.2653656006s, input_fired_time: 2.0525460243, output_fired_time: 1.9318647385, propagate_forward_time: 49.1694526672, propagate_backward_time: 72.9223556519, weight_update_time: 0.1724335849, other_time: 3.1891555786
epoch time: 10.5991106033s, input_fired_time: 0.2530841529, output_fired_time: 0.0000000000, propagate_forward_time: 9.7756376266, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5703887939
validation[          , genome  4889] predictions:    9685/  10000 (96.85%), best:    9746/10000 (97.46%), error:      1105.38806, best error:       840.41046 on epoch:    37, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 129.2927856445s, input_fired_time: 2.0751373768, output_fired_time: 1.9208822250, propagate_forward_time: 49.1431198120, propagate_backward_time: 72.8650131226, weight_update_time: 0.1729615778, other_time: 3.2886352539
epoch time: 10.5644721985s, input_fired_time: 0.2558922470, output_fired_time: 0.0000000000, propagate_forward_time: 9.7215452194, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5870351791
validation[          , genome  4889] predictions:    9743/  10000 (97.43%), best:    9746/10000 (97.46%), error:       884.27161, best error:       840.41046 on epoch:    37, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 128.9213562012s, input_fired_time: 2.0630965233, output_fired_time: 1.9235272408, propagate_forward_time: 48.9952392578, propagate_backward_time: 72.6893615723, weight_update_time: 0.1745915562, other_time: 3.2501296997
epoch time: 10.5807037354s, input_fired_time: 0.2564595044, output_fired_time: 0.0000000000, propagate_forward_time: 9.7543659210, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5698785782
validation[          , genome  4889] predictions:    9698/  10000 (96.98%), best:    9746/10000 (97.46%), error:       985.78925, best error:       840.41046 on epoch:    37, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 129.1690063477s, input_fired_time: 2.0494387150, output_fired_time: 1.9340230227, propagate_forward_time: 49.1789360046, propagate_backward_time: 72.8615951538, weight_update_time: 0.1702833772, other_time: 3.1450119019
epoch time: 10.6535243988s, input_fired_time: 0.2510548234, output_fired_time: 0.0000000000, propagate_forward_time: 9.8306179047, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5718517303
validation[          , genome  4889] predictions:    9710/  10000 (97.10%), best:    9746/10000 (97.46%), error:       968.03760, best error:       840.41046 on epoch:    37, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 129.0676727295s, input_fired_time: 2.0674350262, output_fired_time: 1.9244133234, propagate_forward_time: 49.0431785583, propagate_backward_time: 72.7772064209, weight_update_time: 0.1747027934, other_time: 3.2554321289
epoch time: 10.6915655136s, input_fired_time: 0.2608597279, output_fired_time: 0.0000000000, propagate_forward_time: 9.8458194733, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5848865509
validation[          , genome  4889] predictions:    9715/  10000 (97.15%), best:    9746/10000 (97.46%), error:       908.21149, best error:       840.41046 on epoch:    37, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 128.6190338135s, input_fired_time: 2.0422792435, output_fired_time: 1.9157670736, propagate_forward_time: 48.8350257874, propagate_backward_time: 72.6817550659, weight_update_time: 0.1687879115, other_time: 3.1442031860
epoch time: 10.5997037888s, input_fired_time: 0.2525827587, output_fired_time: 0.0000000000, propagate_forward_time: 9.7755784988, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5715427399
validation[          , genome  4889] predictions:    9707/  10000 (97.07%), best:    9746/10000 (97.46%), error:       976.48230, best error:       840.41046 on epoch:    37, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 129.1646423340s, input_fired_time: 2.0707559586, output_fired_time: 1.9209247828, propagate_forward_time: 49.0533218384, propagate_backward_time: 72.8349227905, weight_update_time: 0.1727534533, other_time: 3.2847213745
epoch time: 10.6537818909s, input_fired_time: 0.2595948279, output_fired_time: 0.0000000000, propagate_forward_time: 9.8064451218, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5877418518
validation[          , genome  4889] predictions:    9742/  10000 (97.42%), best:    9746/10000 (97.46%), error:       885.03326, best error:       840.41046 on epoch:    37, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 129.3044738770s, input_fired_time: 2.0749373436, output_fired_time: 1.9212621450, propagate_forward_time: 49.1161499023, propagate_backward_time: 72.9036407471, weight_update_time: 0.1734447032, other_time: 3.2884826660
epoch time: 10.6509037018s, input_fired_time: 0.2611424029, output_fired_time: 0.0000000000, propagate_forward_time: 9.8002510071, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5895099640
validation[          , genome  4889] predictions:    9493/  10000 (94.93%), best:    9746/10000 (97.46%), error:      1754.83118, best error:       840.41046 on epoch:    37, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 128.9159545898s, input_fired_time: 2.0681197643, output_fired_time: 1.9164729118, propagate_forward_time: 48.9281158447, propagate_backward_time: 72.7169113159, weight_update_time: 0.1730150133, other_time: 3.2863311768
epoch time: 10.6352500916s, input_fired_time: 0.2602339089, output_fired_time: 0.0000000000, propagate_forward_time: 9.7861566544, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5888595581
validation[          , genome  4889] predictions:    9728/  10000 (97.28%), best:    9746/10000 (97.46%), error:       964.24457, best error:       840.41046 on epoch:    37, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 128.9873046875s, input_fired_time: 2.0463097095, output_fired_time: 1.9196516275, propagate_forward_time: 48.9636611938, propagate_backward_time: 72.8944320679, weight_update_time: 0.1698084325, other_time: 3.1632461548
epoch time: 10.6214342117s, input_fired_time: 0.2515899539, output_fired_time: 0.0000000000, propagate_forward_time: 9.7978620529, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5719823837
validation[          , genome  4889] predictions:    9677/  10000 (96.77%), best:    9746/10000 (97.46%), error:      1055.57813, best error:       840.41046 on epoch:    37, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 128.8237915039s, input_fired_time: 2.0415980816, output_fired_time: 1.9153033495, propagate_forward_time: 48.9576988220, propagate_backward_time: 72.7337570190, weight_update_time: 0.1700385511, other_time: 3.1754379272
epoch time: 10.6654901505s, input_fired_time: 0.2586824298, output_fired_time: 0.0000000000, propagate_forward_time: 9.8204011917, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5864067078
validation[          , genome  4889] predictions:    9670/  10000 (96.70%), best:    9746/10000 (97.46%), error:      1094.89441, best error:       840.41046 on epoch:    37, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 129.2298431396s, input_fired_time: 2.0744633675, output_fired_time: 1.9158530235, propagate_forward_time: 49.0557098389, propagate_backward_time: 72.9003219604, weight_update_time: 0.1735646725, other_time: 3.2834930420
epoch time: 10.6936197281s, input_fired_time: 0.2607664168, output_fired_time: 0.0000000000, propagate_forward_time: 9.8435945511, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5892591476
validation[          , genome  4889] predictions:    9737/  10000 (97.37%), best:    9746/10000 (97.46%), error:       898.28992, best error:       840.41046 on epoch:    37, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 129.0827941895s, input_fired_time: 2.0766561031, output_fired_time: 1.9235498905, propagate_forward_time: 49.0828666687, propagate_backward_time: 72.7222671509, weight_update_time: 0.1746850312, other_time: 3.2774581909
epoch time: 10.6095094681s, input_fired_time: 0.2586376071, output_fired_time: 0.0000000000, propagate_forward_time: 9.7649841309, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5858879089
validation[          , genome  4889] predictions:    9675/  10000 (96.75%), best:    9746/10000 (97.46%), error:      1112.79199, best error:       840.41046 on epoch:    37, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 128.6069488525s, input_fired_time: 2.0332653522, output_fired_time: 1.9162687063, propagate_forward_time: 48.8976860046, propagate_backward_time: 72.6143493652, weight_update_time: 0.1694037765, other_time: 3.1453857422
epoch time: 10.6369342804s, input_fired_time: 0.2586641312, output_fired_time: 0.0000000000, propagate_forward_time: 9.8048067093, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5734634399
validation[          , genome  4889] predictions:    9710/  10000 (97.10%), best:    9746/10000 (97.46%), error:      1008.16833, best error:       840.41046 on epoch:    37, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 128.6739044189s, input_fired_time: 2.0372118950, output_fired_time: 1.9112871885, propagate_forward_time: 48.8502159119, propagate_backward_time: 72.7240905762, weight_update_time: 0.1709498018, other_time: 3.1511077881
epoch time: 10.5271320343s, input_fired_time: 0.2570311725, output_fired_time: 0.0000000000, propagate_forward_time: 9.6993103027, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5707902908
validation[          , genome  4889] predictions:    9728/  10000 (97.28%), best:    9746/10000 (97.46%), error:       943.28027, best error:       840.41046 on epoch:    37, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 129.1174316406s, input_fired_time: 2.0536365509, output_fired_time: 1.9203077555, propagate_forward_time: 49.1422958374, propagate_backward_time: 72.8146896362, weight_update_time: 0.1720113605, other_time: 3.1865005493
epoch time: 10.6521587372s, input_fired_time: 0.2555420697, output_fired_time: 0.0000000000, propagate_forward_time: 9.8209009171, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5757160187
validation[          , genome  4889] predictions:    9695/  10000 (96.95%), best:    9746/10000 (97.46%), error:      1045.38086, best error:       840.41046 on epoch:    37, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 128.7095489502s, input_fired_time: 2.0503861904, output_fired_time: 1.9161925316, propagate_forward_time: 48.9128456116, propagate_backward_time: 72.6579666138, weight_update_time: 0.1730679125, other_time: 3.1721572876
epoch time: 10.6109094620s, input_fired_time: 0.2535087466, output_fired_time: 0.0000000000, propagate_forward_time: 9.7863330841, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5710678101
validation[          , genome  4889] predictions:    9729/  10000 (97.29%), best:    9746/10000 (97.46%), error:       899.41962, best error:       840.41046 on epoch:    37, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 129.2697601318s, input_fired_time: 2.0746335983, output_fired_time: 1.9314785004, propagate_forward_time: 49.1767387390, propagate_backward_time: 72.7989959717, weight_update_time: 0.1742071807, other_time: 3.2879180908
epoch time: 10.6638698578s, input_fired_time: 0.2571951151, output_fired_time: 0.0000000000, propagate_forward_time: 9.8200483322, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5866260529
validation[          , genome  4889] predictions:    9711/  10000 (97.11%), best:    9746/10000 (97.46%), error:      1008.16516, best error:       840.41046 on epoch:    37, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 129.2684631348s, input_fired_time: 2.0481946468, output_fired_time: 1.9067077637, propagate_forward_time: 49.3150329590, propagate_backward_time: 72.8276977539, weight_update_time: 0.1727235615, other_time: 3.1708297729
epoch time: 10.6430196762s, input_fired_time: 0.2555227876, output_fired_time: 0.0000000000, propagate_forward_time: 9.8160629272, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5714340210
validation[          , genome  4889] predictions:    9734/  10000 (97.34%), best:    9746/10000 (97.46%), error:       882.57098, best error:       840.41046 on epoch:    37, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 129.2306518555s, input_fired_time: 2.0762600899, output_fired_time: 1.9256572723, propagate_forward_time: 49.1751670837, propagate_backward_time: 72.7761993408, weight_update_time: 0.1746808887, other_time: 3.2773590088
epoch time: 10.6806354523s, input_fired_time: 0.2577663064, output_fired_time: 0.0000000000, propagate_forward_time: 9.8468351364, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5760335922
validation[          , genome  4889] predictions:    9745/  10000 (97.45%), best:    9746/10000 (97.46%), error:       899.80225, best error:       840.41046 on epoch:    37, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 129.2971343994s, input_fired_time: 2.0788123608, output_fired_time: 1.9356186390, propagate_forward_time: 49.1703109741, propagate_backward_time: 72.8363571167, weight_update_time: 0.1747257411, other_time: 3.2760391235
epoch time: 10.6338920593s, input_fired_time: 0.2582523525, output_fired_time: 0.0000000000, propagate_forward_time: 9.7864837646, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5891561508
validation[          , genome  4889] predictions:    9729/  10000 (97.29%), best:    9746/10000 (97.46%), error:       919.62006, best error:       840.41046 on epoch:    37, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 128.9342956543s, input_fired_time: 2.0491788387, output_fired_time: 1.9141447544, propagate_forward_time: 48.9024696350, propagate_backward_time: 72.8596038818, weight_update_time: 0.1708620638, other_time: 3.2088928223
epoch time: 10.5233039856s, input_fired_time: 0.2531141341, output_fired_time: 0.0000000000, propagate_forward_time: 9.7015094757, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5686807632
validation[          , genome  4889] predictions:    9723/  10000 (97.23%), best:    9746/10000 (97.46%), error:       912.33594, best error:       840.41046 on epoch:    37, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 129.4234008789s, input_fired_time: 2.0620450974, output_fired_time: 1.9263885021, propagate_forward_time: 49.2186470032, propagate_backward_time: 73.0089035034, weight_update_time: 0.1718483865, other_time: 3.2074203491
epoch time: 10.6930570602s, input_fired_time: 0.2573022544, output_fired_time: 0.0000000000, propagate_forward_time: 9.8658142090, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5699405670
validation[          , genome  4889] predictions:    9743/  10000 (97.43%), best:    9746/10000 (97.46%), error:       941.87988, best error:       840.41046 on epoch:    37, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 129.3692779541s, input_fired_time: 2.0815327168, output_fired_time: 1.9214546680, propagate_forward_time: 49.2855033875, propagate_backward_time: 72.7965164185, weight_update_time: 0.1747644246, other_time: 3.2842636108
epoch time: 10.6753711700s, input_fired_time: 0.2564677000, output_fired_time: 0.0000000000, propagate_forward_time: 9.8474388123, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5714645386
validation[          , genome  4889] predictions:    9717/  10000 (97.17%), best:    9746/10000 (97.46%), error:       904.48444, best error:       840.41046 on epoch:    37, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 128.9339904785s, input_fired_time: 2.0651798248, output_fired_time: 1.9215433598, propagate_forward_time: 48.9484596252, propagate_backward_time: 72.7212905884, weight_update_time: 0.1735659242, other_time: 3.2775192261
epoch time: 10.6931428909s, input_fired_time: 0.2581818700, output_fired_time: 0.0000000000, propagate_forward_time: 9.8442163467, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5907449722
validation[          , genome  4889] predictions:    9557/  10000 (95.57%), best:    9746/10000 (97.46%), error:      1461.52136, best error:       840.41046 on epoch:    37, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 128.8315887451s, input_fired_time: 2.0356144905, output_fired_time: 1.9285763502, propagate_forward_time: 49.0561790466, propagate_backward_time: 72.6609649658, weight_update_time: 0.1707535535, other_time: 3.1502532959
epoch time: 10.6326837540s, input_fired_time: 0.2530260384, output_fired_time: 0.0000000000, propagate_forward_time: 9.8110513687, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5686063766
validation[          , genome  4889] predictions:    9655/  10000 (96.55%), best:    9746/10000 (97.46%), error:      1123.32727, best error:       840.41046 on epoch:    37, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 128.8849792480s, input_fired_time: 2.0423946381, output_fired_time: 1.9215744734, propagate_forward_time: 49.0146751404, propagate_backward_time: 72.7442626953, weight_update_time: 0.1698142439, other_time: 3.1620635986
epoch time: 10.6832847595s, input_fired_time: 0.2630552053, output_fired_time: 0.0000000000, propagate_forward_time: 9.8321561813, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5880737305
validation[          , genome  4889] predictions:    9677/  10000 (96.77%), best:    9746/10000 (97.46%), error:      1037.06897, best error:       840.41046 on epoch:    37, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 129.4301757813s, input_fired_time: 2.0571103096, output_fired_time: 1.9324618578, propagate_forward_time: 49.2036819458, propagate_backward_time: 73.0528030396, weight_update_time: 0.1719193608, other_time: 3.1841125488
epoch time: 10.6780986786s, input_fired_time: 0.2562430501, output_fired_time: 0.0000000000, propagate_forward_time: 9.8503332138, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5715227127
validation[          , genome  4889] predictions:    9710/  10000 (97.10%), best:    9746/10000 (97.46%), error:       917.69684, best error:       840.41046 on epoch:    37, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 129.1355895996s, input_fired_time: 2.0778734684, output_fired_time: 1.9252895117, propagate_forward_time: 49.0700340271, propagate_backward_time: 72.7834548950, weight_update_time: 0.1734731793, other_time: 3.2789382935
epoch time: 10.6814632416s, input_fired_time: 0.2605384588, output_fired_time: 0.0000000000, propagate_forward_time: 9.8344583511, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5864667892
validation[          , genome  4889] predictions:    9741/  10000 (97.41%), best:    9746/10000 (97.46%), error:       879.67371, best error:       840.41046 on epoch:    37, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 129.3082580566s, input_fired_time: 2.0531229973, output_fired_time: 1.9366248846, propagate_forward_time: 49.2661132813, propagate_backward_time: 72.8935546875, weight_update_time: 0.1732837111, other_time: 3.1588439941
epoch time: 10.6069221497s, input_fired_time: 0.2546902597, output_fired_time: 0.0000000000, propagate_forward_time: 9.7820940018, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5701379776
validation[          , genome  4889] predictions:    9737/  10000 (97.37%), best:    9746/10000 (97.46%), error:       844.07184, best error:       840.41046 on epoch:    37, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 128.7223815918s, input_fired_time: 2.0468318462, output_fired_time: 1.9246656895, propagate_forward_time: 48.9546012878, propagate_backward_time: 72.6459503174, weight_update_time: 0.1703807414, other_time: 3.1503295898
epoch time: 10.6177854538s, input_fired_time: 0.2529504597, output_fired_time: 0.0000000000, propagate_forward_time: 9.7936496735, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5711851120
validation[          , genome  4889] predictions:    9737/  10000 (97.37%), best:    9746/10000 (97.46%), error:       878.18329, best error:       840.41046 on epoch:    37, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 129.0010528564s, input_fired_time: 2.0695436001, output_fired_time: 1.9077270031, propagate_forward_time: 48.9898986816, propagate_backward_time: 72.7545852661, weight_update_time: 0.1743400842, other_time: 3.2792968750
epoch time: 10.6336784363s, input_fired_time: 0.2547432482, output_fired_time: 0.0000000000, propagate_forward_time: 9.7907876968, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5881471634
validation[          , genome  4889] predictions:    9723/  10000 (97.23%), best:    9746/10000 (97.46%), error:       926.11383, best error:       840.41046 on epoch:    37, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 129.1705474854s, input_fired_time: 2.0681631565, output_fired_time: 1.9153558016, propagate_forward_time: 48.9793281555, propagate_backward_time: 72.9240417480, weight_update_time: 0.1734835953, other_time: 3.2836608887
epoch time: 10.6984987259s, input_fired_time: 0.2585478723, output_fired_time: 0.0000000000, propagate_forward_time: 9.8543863297, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5855646133
validation[          , genome  4889] predictions:    9738/  10000 (97.38%), best:    9746/10000 (97.46%), error:       867.29364, best error:       840.41046 on epoch:    37, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 129.3537292480s, input_fired_time: 2.0643351078, output_fired_time: 1.9296733141, propagate_forward_time: 49.1743621826, propagate_backward_time: 72.9064941406, weight_update_time: 0.1756841987, other_time: 3.2788619995
epoch time: 10.7212085724s, input_fired_time: 0.2577717304, output_fired_time: 0.0000000000, propagate_forward_time: 9.8725528717, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5908842087
validation[          , genome  4889] predictions:    9745/  10000 (97.45%), best:    9746/10000 (97.46%), error:       876.04907, best error:       840.41046 on epoch:    37, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 128.9100494385s, input_fired_time: 2.0601189137, output_fired_time: 1.9190680981, propagate_forward_time: 48.9392776489, propagate_backward_time: 72.7036056519, weight_update_time: 0.1736192405, other_time: 3.2879791260
epoch time: 10.6281251907s, input_fired_time: 0.2559392154, output_fired_time: 0.0000000000, propagate_forward_time: 9.7828969955, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5892887115
validation[          , genome  4889] predictions:    9742/  10000 (97.42%), best:    9746/10000 (97.46%), error:       913.66614, best error:       840.41046 on epoch:    37, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 128.7341156006s, input_fired_time: 2.0369148254, output_fired_time: 1.9196642637, propagate_forward_time: 48.9850692749, propagate_backward_time: 72.6338653564, weight_update_time: 0.1703507900, other_time: 3.1586074829
epoch time: 10.6551923752s, input_fired_time: 0.2520756721, output_fired_time: 0.0000000000, propagate_forward_time: 9.8312292099, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5718870163
validation[          , genome  4889] predictions:    9739/  10000 (97.39%), best:    9746/10000 (97.46%), error:       886.94397, best error:       840.41046 on epoch:    37, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 129.5744323730s, input_fired_time: 2.0667002201, output_fired_time: 1.9310179949, propagate_forward_time: 49.2984924316, propagate_backward_time: 72.9909210205, weight_update_time: 0.1736731529, other_time: 3.2873001099
epoch time: 10.6800451279s, input_fired_time: 0.2562532127, output_fired_time: 0.0000000000, propagate_forward_time: 9.8399610519, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5838308334
validation[          , genome  4889] predictions:    9729/  10000 (97.29%), best:    9746/10000 (97.46%), error:       896.63879, best error:       840.41046 on epoch:    37, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 129.0470581055s, input_fired_time: 2.0626528263, output_fired_time: 1.9279263020, propagate_forward_time: 49.0638275146, propagate_backward_time: 72.7014999390, weight_update_time: 0.1731173396, other_time: 3.2911529541
epoch time: 10.6604604721s, input_fired_time: 0.2570182383, output_fired_time: 0.0000000000, propagate_forward_time: 9.8164577484, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5869846344
validation[          , genome  4889] predictions:    9709/  10000 (97.09%), best:    9746/10000 (97.46%), error:       959.39471, best error:       840.41046 on epoch:    37, 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: 53.3147201538s, input_fired_time: 1.2929918766, output_fired_time: 0.0000000000, propagate_forward_time: 48.9962158203, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.0255126953
best training[          , genome  4889] predictions:   49415/  50000 (98.83%), best:    9746/10000 (97.46%), error:      2125.87915, best error:       840.41046 on epoch:    37, 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: 10.6791152954s, input_fired_time: 0.2525839210, output_fired_time: 0.0000000000, propagate_forward_time: 9.8544178009, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5721139908
   testing[          , genome  4889] predictions:    9774/  10000 (97.74%), best:    9746/10000 (97.46%), error:       795.27875, best error:       840.41046 on epoch:    37, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
06:57:08 (4168): called boinc_finish(0)

</stderr_txt>
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