Nameexact_genome_1512568488_45_7116_0
Workunit2606803
Created7 Dec 2017, 23:55:19 UTC
Sent7 Dec 2017, 23:58:23 UTC
Report deadline16 Dec 2017, 10:08:03 UTC
Received8 Dec 2017, 11:51:29 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID65413
Run time3 hours 9 min 46 sec
CPU time3 hours 9 min 42 sec
Validate stateValid
Credit2,105.85
Device peak FLOPS3.78 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size151.91 MB
Peak swap size152.83 MB
Peak disk usage1.18 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
weight_decay: 0.0002566710

epoch time: 110.8766250610s, input_fired_time: 1.1362807751, output_fired_time: 0.8026912808, propagate_forward_time: 41.8915557861, propagate_backward_time: 64.6466598511, weight_update_time: 0.1048688591, other_time: 2.3994369507
epoch time: 8.9510421753s, input_fired_time: 0.1315034926, output_fired_time: 0.0000000000, propagate_forward_time: 8.3893327713, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4302062988
validation[          , genome  7116] predictions:    9687/  10000 (96.87%), best:    9737/10000 (97.37%), error:      1048.91748, best error:       890.38538 on epoch:    12, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 118.2307739258s, input_fired_time: 1.1790369749, output_fired_time: 0.8309922814, propagate_forward_time: 45.1375045776, propagate_backward_time: 68.5062866211, weight_update_time: 0.1138502806, other_time: 2.5769500732
epoch time: 8.1322221756s, input_fired_time: 0.1191443205, output_fired_time: 0.0000000000, propagate_forward_time: 7.6197319031, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3933458328
validation[          , genome  7116] predictions:    9706/  10000 (97.06%), best:    9737/10000 (97.37%), error:      1003.16089, best error:       890.38538 on epoch:    12, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 102.7987976074s, input_fired_time: 1.0916906595, output_fired_time: 0.7422112823, propagate_forward_time: 39.4470443726, propagate_backward_time: 59.2851219177, weight_update_time: 0.1005323455, other_time: 2.2327308655
epoch time: 8.2626619339s, input_fired_time: 0.1198704615, output_fired_time: 0.0000000000, propagate_forward_time: 7.7531347275, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3896570206
validation[          , genome  7116] predictions:    9696/  10000 (96.96%), best:    9737/10000 (97.37%), error:      1017.23212, best error:       890.38538 on epoch:    12, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 121.7044296265s, input_fired_time: 1.2055231333, output_fired_time: 0.8473444581, propagate_forward_time: 46.4697799683, propagate_backward_time: 70.5994262695, weight_update_time: 0.1176608875, other_time: 2.5823593140
epoch time: 10.3372831345s, input_fired_time: 0.1428348571, output_fired_time: 0.0000000000, propagate_forward_time: 9.7274179459, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4670305252
validation[          , genome  7116] predictions:    9746/  10000 (97.46%), best:    9746/10000 (97.46%), error:       844.48120, best error:       844.48120 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 107.6692810059s, input_fired_time: 1.1179513931, output_fired_time: 0.7616353631, propagate_forward_time: 40.9718551636, propagate_backward_time: 62.4776840210, weight_update_time: 0.1063406840, other_time: 2.3401565552
epoch time: 8.3070096970s, input_fired_time: 0.1192457378, output_fired_time: 0.0000000000, propagate_forward_time: 7.7964415550, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3913226128
validation[          , genome  7116] predictions:    9737/  10000 (97.37%), best:    9746/10000 (97.46%), error:       871.25189, best error:       844.48120 on epoch:    17, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 106.7496948242s, input_fired_time: 1.1179022789, output_fired_time: 0.7663605809, propagate_forward_time: 40.5870857239, propagate_backward_time: 61.9355239868, weight_update_time: 0.1047521979, other_time: 2.3428268433
epoch time: 7.6320943832s, input_fired_time: 0.1190564707, output_fired_time: 0.0000000000, propagate_forward_time: 7.1263937950, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3866438866
validation[          , genome  7116] predictions:    9713/  10000 (97.13%), best:    9746/10000 (97.46%), error:       911.03491, best error:       844.48120 on epoch:    17, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 105.0105667114s, input_fired_time: 1.1209336519, output_fired_time: 0.7537674308, propagate_forward_time: 40.1051864624, propagate_backward_time: 60.6510734558, weight_update_time: 0.1061314866, other_time: 2.3796043396
epoch time: 10.3161087036s, input_fired_time: 0.1488885432, output_fired_time: 0.0000000000, propagate_forward_time: 9.6944990158, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4727210999
validation[          , genome  7116] predictions:    9673/  10000 (96.73%), best:    9746/10000 (97.46%), error:      1024.59216, best error:       844.48120 on epoch:    17, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 108.0083618164s, input_fired_time: 1.1289942265, output_fired_time: 0.7632509470, propagate_forward_time: 40.8368530273, propagate_backward_time: 62.8687400818, weight_update_time: 0.1081613973, other_time: 2.4105186462
epoch time: 8.0649023056s, input_fired_time: 0.1199621633, output_fired_time: 0.0000000000, propagate_forward_time: 7.5415968895, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4033432007
validation[          , genome  7116] predictions:    9734/  10000 (97.34%), best:    9734/10000 (97.34%), error:       841.47363, best error:       841.47363 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 113.7295684814s, input_fired_time: 1.1615639925, output_fired_time: 0.7988079786, propagate_forward_time: 43.0603370667, propagate_backward_time: 66.2271881104, weight_update_time: 0.1129133627, other_time: 2.4816741943
epoch time: 8.0177583694s, input_fired_time: 0.1161353737, output_fired_time: 0.0000000000, propagate_forward_time: 7.5139865875, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3876361847
validation[          , genome  7116] predictions:    9741/  10000 (97.41%), best:    9734/10000 (97.34%), error:       891.60858, best error:       841.47363 on epoch:    21, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 101.9406051636s, input_fired_time: 1.0956199169, output_fired_time: 0.7330731750, propagate_forward_time: 39.2832221985, propagate_backward_time: 58.6065444946, weight_update_time: 0.1010853946, other_time: 2.2221488953
epoch time: 8.3079233170s, input_fired_time: 0.1251085252, output_fired_time: 0.0000000000, propagate_forward_time: 7.7753534317, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4074611664
validation[          , genome  7116] predictions:    9748/  10000 (97.48%), best:    9748/10000 (97.48%), error:       832.49377, best error:       832.49377 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 115.9591217041s, input_fired_time: 1.1710740328, output_fired_time: 0.8122157454, propagate_forward_time: 44.2857933044, propagate_backward_time: 67.2956390381, weight_update_time: 0.1102028117, other_time: 2.3943939209
epoch time: 9.3884277344s, input_fired_time: 0.1305967122, output_fired_time: 0.0000000000, propagate_forward_time: 8.8201131821, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4377174377
validation[          , genome  7116] predictions:    9715/  10000 (97.15%), best:    9748/10000 (97.48%), error:       915.24780, best error:       832.49377 on epoch:    23, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 108.6540527344s, input_fired_time: 1.1265901327, output_fired_time: 0.7771549821, propagate_forward_time: 41.7065811157, propagate_backward_time: 62.7916488647, weight_update_time: 0.1038947254, other_time: 2.2520828247
epoch time: 10.7400321960s, input_fired_time: 0.1449807882, output_fired_time: 0.0000000000, propagate_forward_time: 10.1188669205, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4761848450
validation[          , genome  7116] predictions:    9714/  10000 (97.14%), best:    9748/10000 (97.48%), error:       919.17181, best error:       832.49377 on epoch:    23, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 112.5925903320s, input_fired_time: 1.1555318832, output_fired_time: 0.7980819345, propagate_forward_time: 43.4037818909, propagate_backward_time: 64.8784713745, weight_update_time: 0.1086360440, other_time: 2.3567276001
epoch time: 10.1469869614s, input_fired_time: 0.1383537799, output_fired_time: 0.0000000000, propagate_forward_time: 9.5538387299, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4547948837
validation[          , genome  7116] predictions:    9711/  10000 (97.11%), best:    9748/10000 (97.48%), error:       915.51501, best error:       832.49377 on epoch:    23, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 113.2394943237s, input_fired_time: 1.1708904505, output_fired_time: 0.7917908430, propagate_forward_time: 43.4633293152, propagate_backward_time: 65.4149780273, weight_update_time: 0.1113509089, other_time: 2.3984985352
epoch time: 7.7860174179s, input_fired_time: 0.1187488958, output_fired_time: 0.0000000000, propagate_forward_time: 7.2777523994, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3895163536
validation[          , genome  7116] predictions:    9724/  10000 (97.24%), best:    9748/10000 (97.48%), error:       884.19611, best error:       832.49377 on epoch:    23, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 105.5940780640s, input_fired_time: 1.1314105988, output_fired_time: 0.7545808554, propagate_forward_time: 40.1480407715, propagate_backward_time: 61.1876716614, weight_update_time: 0.1074233279, other_time: 2.3723793030
epoch time: 7.5092582703s, input_fired_time: 0.1147427559, output_fired_time: 0.0000000000, propagate_forward_time: 7.0154361725, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3790793419
validation[          , genome  7116] predictions:    9721/  10000 (97.21%), best:    9748/10000 (97.48%), error:       911.42877, best error:       832.49377 on epoch:    23, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 102.1799392700s, input_fired_time: 1.1205712557, output_fired_time: 0.7380257249, propagate_forward_time: 38.9513359070, propagate_backward_time: 59.0586051941, weight_update_time: 0.1059092805, other_time: 2.3113937378
epoch time: 7.5243973732s, input_fired_time: 0.1161840782, output_fired_time: 0.0000000000, propagate_forward_time: 7.0301685333, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3780446053
validation[          , genome  7116] predictions:    9702/  10000 (97.02%), best:    9748/10000 (97.48%), error:       989.38361, best error:       832.49377 on epoch:    23, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 106.2481536865s, input_fired_time: 1.1334481239, output_fired_time: 0.7651941776, propagate_forward_time: 40.5254325867, propagate_backward_time: 61.4972114563, weight_update_time: 0.1078976393, other_time: 2.3268661499
epoch time: 8.3140487671s, input_fired_time: 0.1225649640, output_fired_time: 0.0000000000, propagate_forward_time: 7.7892622948, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4022212029
validation[          , genome  7116] predictions:    9759/  10000 (97.59%), best:    9759/10000 (97.59%), error:       812.96436, best error:       812.96436 on epoch:    30, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 99.9867782593s, input_fired_time: 1.0902434587, output_fired_time: 0.7206125855, propagate_forward_time: 37.9317855835, propagate_backward_time: 58.0072250366, weight_update_time: 0.1016617417, other_time: 2.2369155884
epoch time: 7.8407740593s, input_fired_time: 0.1161201149, output_fired_time: 0.0000000000, propagate_forward_time: 7.3453612328, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3792924881
validation[          , genome  7116] predictions:    9735/  10000 (97.35%), best:    9759/10000 (97.59%), error:       894.37238, best error:       812.96436 on epoch:    30, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 101.0062866211s, input_fired_time: 1.0984910727, output_fired_time: 0.7299340367, propagate_forward_time: 38.1161766052, propagate_backward_time: 58.7920799255, weight_update_time: 0.1026179716, other_time: 2.2696075439
epoch time: 8.0151033401s, input_fired_time: 0.1159108803, output_fired_time: 0.0000000000, propagate_forward_time: 7.5233073235, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3758850098
validation[          , genome  7116] predictions:    9705/  10000 (97.05%), best:    9759/10000 (97.59%), error:       976.74377, best error:       812.96436 on epoch:    30, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 98.3013992310s, input_fired_time: 1.0960896015, output_fired_time: 0.7146927714, propagate_forward_time: 37.5565757751, propagate_backward_time: 56.7077064514, weight_update_time: 0.1008599401, other_time: 2.2263336182
epoch time: 7.4871482849s, input_fired_time: 0.1166540980, output_fired_time: 0.0000000000, propagate_forward_time: 7.0012450218, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3692493439
validation[          , genome  7116] predictions:    9731/  10000 (97.31%), best:    9759/10000 (97.59%), error:       831.98773, best error:       812.96436 on epoch:    30, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 114.5210723877s, input_fired_time: 1.1752618551, output_fired_time: 0.7977032065, propagate_forward_time: 43.7266464233, propagate_backward_time: 66.4035339355, weight_update_time: 0.1123031825, other_time: 2.4179229736
epoch time: 8.2054347992s, input_fired_time: 0.1178935394, output_fired_time: 0.0000000000, propagate_forward_time: 7.6979951859, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3895463943
validation[          , genome  7116] predictions:    9725/  10000 (97.25%), best:    9759/10000 (97.59%), error:       906.11365, best error:       812.96436 on epoch:    30, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 108.9173736572s, input_fired_time: 1.1533875465, output_fired_time: 0.7642983794, propagate_forward_time: 41.8204193115, propagate_backward_time: 62.7958221436, weight_update_time: 0.1087801456, other_time: 2.3834457397
epoch time: 10.3530368805s, input_fired_time: 0.1468013376, output_fired_time: 0.0000000000, propagate_forward_time: 9.7219266891, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4843091965
validation[          , genome  7116] predictions:    9734/  10000 (97.34%), best:    9759/10000 (97.59%), error:       862.59656, best error:       812.96436 on epoch:    30, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 111.2403869629s, input_fired_time: 1.1857906580, output_fired_time: 0.7807269692, propagate_forward_time: 42.5002365112, propagate_backward_time: 64.3017730713, weight_update_time: 0.1115276366, other_time: 2.4718627930
epoch time: 9.2925462723s, input_fired_time: 0.1386791468, output_fired_time: 0.0000000000, propagate_forward_time: 8.7192869186, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4345798492
validation[          , genome  7116] predictions:    9741/  10000 (97.41%), best:    9759/10000 (97.59%), error:       883.18195, best error:       812.96436 on epoch:    30, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 108.4851684570s, input_fired_time: 1.1648972034, output_fired_time: 0.7692399025, propagate_forward_time: 41.3724365234, propagate_backward_time: 62.7747001648, weight_update_time: 0.1094457880, other_time: 2.4038963318
epoch time: 10.4418411255s, input_fired_time: 0.1518752873, output_fired_time: 0.0000000000, propagate_forward_time: 9.8158740997, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4740915298
validation[          , genome  7116] predictions:    9783/  10000 (97.83%), best:    9783/10000 (97.83%), error:       738.04620, best error:       738.04620 on epoch:    37, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 109.7047119141s, input_fired_time: 1.1671115160, output_fired_time: 0.7721850276, propagate_forward_time: 41.7322540283, propagate_backward_time: 63.6100044250, weight_update_time: 0.1105491966, other_time: 2.4231529236
epoch time: 7.3662915230s, input_fired_time: 0.1149209216, output_fired_time: 0.0000000000, propagate_forward_time: 6.8828635216, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3685069084
validation[          , genome  7116] predictions:    9761/  10000 (97.61%), best:    9783/10000 (97.83%), error:       802.82117, best error:       738.04620 on epoch:    37, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 105.7370910645s, input_fired_time: 1.1329290867, output_fired_time: 0.7532747388, propagate_forward_time: 40.0694541931, propagate_backward_time: 61.4834747314, weight_update_time: 0.1051681340, other_time: 2.2979621887
epoch time: 8.4408302307s, input_fired_time: 0.1240491197, output_fired_time: 0.0000000000, propagate_forward_time: 7.9210872650, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3956937790
validation[          , genome  7116] predictions:    9766/  10000 (97.66%), best:    9783/10000 (97.83%), error:       794.52570, best error:       738.04620 on epoch:    37, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 108.5501174927s, input_fired_time: 1.1437631845, output_fired_time: 0.7742191553, propagate_forward_time: 41.5920028687, propagate_backward_time: 62.7700309753, weight_update_time: 0.1039936021, other_time: 2.2701072693
epoch time: 8.3379764557s, input_fired_time: 0.1214843020, output_fired_time: 0.0000000000, propagate_forward_time: 7.8264894485, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3900022507
validation[          , genome  7116] predictions:    9755/  10000 (97.55%), best:    9783/10000 (97.83%), error:       788.98706, best error:       738.04620 on epoch:    37, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 104.4052200317s, input_fired_time: 1.1446771622, output_fired_time: 0.7480205297, propagate_forward_time: 40.0004806519, propagate_backward_time: 60.1463890076, weight_update_time: 0.1053899974, other_time: 2.3656501770
epoch time: 8.4545755386s, input_fired_time: 0.1237900108, output_fired_time: 0.0000000000, propagate_forward_time: 7.9325866699, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3981990814
validation[          , genome  7116] predictions:    9779/  10000 (97.79%), best:    9783/10000 (97.83%), error:       780.29150, best error:       738.04620 on epoch:    37, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 102.8671340942s, input_fired_time: 1.1011962891, output_fired_time: 0.7361922264, propagate_forward_time: 38.7110595703, propagate_backward_time: 60.0942001343, weight_update_time: 0.0995602161, other_time: 2.2244873047
epoch time: 8.3272914886s, input_fired_time: 0.1227150783, output_fired_time: 0.0000000000, propagate_forward_time: 7.8140254021, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3905510902
validation[          , genome  7116] predictions:    9737/  10000 (97.37%), best:    9783/10000 (97.83%), error:       833.96826, best error:       738.04620 on epoch:    37, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 103.0030136108s, input_fired_time: 1.1113094091, output_fired_time: 0.7398148775, propagate_forward_time: 39.6765594482, propagate_backward_time: 59.2852439880, weight_update_time: 0.0998704806, other_time: 2.1900825500
epoch time: 8.0973606110s, input_fired_time: 0.1197417304, output_fired_time: 0.0000000000, propagate_forward_time: 7.5914816856, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3861370087
validation[          , genome  7116] predictions:    9753/  10000 (97.53%), best:    9783/10000 (97.83%), error:       841.08368, best error:       738.04620 on epoch:    37, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 101.5110549927s, input_fired_time: 1.0937702656, output_fired_time: 0.7352805138, propagate_forward_time: 38.4356307983, propagate_backward_time: 59.0923728943, weight_update_time: 0.0975361317, other_time: 2.1539955139
epoch time: 8.3242406845s, input_fired_time: 0.1212309152, output_fired_time: 0.0000000000, propagate_forward_time: 7.8124070168, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3906025887
validation[          , genome  7116] predictions:    9698/  10000 (96.98%), best:    9783/10000 (97.83%), error:      1004.47949, best error:       738.04620 on epoch:    37, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 121.2525939941s, input_fired_time: 1.2431576252, output_fired_time: 0.8379302025, propagate_forward_time: 46.1858291626, propagate_backward_time: 70.4418334961, weight_update_time: 0.1180314273, other_time: 2.5438461304
epoch time: 7.7419085503s, input_fired_time: 0.1228951812, output_fired_time: 0.0000000000, propagate_forward_time: 7.2337412834, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3852720261
validation[          , genome  7116] predictions:    9728/  10000 (97.28%), best:    9783/10000 (97.83%), error:       875.66284, best error:       738.04620 on epoch:    37, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 105.3664474487s, input_fired_time: 1.1573348045, output_fired_time: 0.7570545673, propagate_forward_time: 40.4331283569, propagate_backward_time: 60.6771850586, weight_update_time: 0.1063923761, other_time: 2.3417434692
epoch time: 9.4070777893s, input_fired_time: 0.1375666857, output_fired_time: 0.0000000000, propagate_forward_time: 8.8346767426, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4348344803
validation[          , genome  7116] predictions:    9738/  10000 (97.38%), best:    9783/10000 (97.83%), error:       858.70038, best error:       738.04620 on epoch:    37, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 114.1316680908s, input_fired_time: 1.1948235035, output_fired_time: 0.8058719635, propagate_forward_time: 43.5407905579, propagate_backward_time: 66.1522293091, weight_update_time: 0.1117783934, other_time: 2.4379501343
epoch time: 9.2202873230s, input_fired_time: 0.1374691576, output_fired_time: 0.0000000000, propagate_forward_time: 8.6436138153, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4392042160
validation[          , genome  7116] predictions:    9741/  10000 (97.41%), best:    9783/10000 (97.83%), error:       844.25684, best error:       738.04620 on epoch:    37, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 106.0379562378s, input_fired_time: 1.1629321575, output_fired_time: 0.7540320754, propagate_forward_time: 40.2989006042, propagate_backward_time: 61.4131965637, weight_update_time: 0.1083771065, other_time: 2.4088973999
epoch time: 9.8889122009s, input_fired_time: 0.1445648372, output_fired_time: 0.0000000000, propagate_forward_time: 9.2902631760, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4540843964
validation[          , genome  7116] predictions:    9722/  10000 (97.22%), best:    9783/10000 (97.83%), error:       869.72748, best error:       738.04620 on epoch:    37, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 113.8517990112s, input_fired_time: 1.2057468891, output_fired_time: 0.7996840477, propagate_forward_time: 43.5078430176, propagate_backward_time: 65.8676452637, weight_update_time: 0.1132486165, other_time: 2.4708786011
epoch time: 10.7452116013s, input_fired_time: 0.1573985964, output_fired_time: 0.0000000000, propagate_forward_time: 10.1010856628, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4867277145
validation[          , genome  7116] predictions:    9761/  10000 (97.61%), best:    9783/10000 (97.83%), error:       797.36346, best error:       738.04620 on epoch:    37, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 118.1055908203s, input_fired_time: 1.2383139133, output_fired_time: 0.8314168453, propagate_forward_time: 45.5033035278, propagate_backward_time: 67.9793167114, weight_update_time: 0.1165485680, other_time: 2.5532455444
epoch time: 7.8925414085s, input_fired_time: 0.1234049052, output_fired_time: 0.0000000000, propagate_forward_time: 7.3820853233, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3870511055
validation[          , genome  7116] predictions:    9764/  10000 (97.64%), best:    9783/10000 (97.83%), error:       801.59906, best error:       738.04620 on epoch:    37, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 101.7693099976s, input_fired_time: 1.1351997852, output_fired_time: 0.7413355112, propagate_forward_time: 38.6473770142, propagate_backward_time: 58.9681777954, weight_update_time: 0.1043603942, other_time: 2.2772216797
epoch time: 7.7574391365s, input_fired_time: 0.1238271743, output_fired_time: 0.0000000000, propagate_forward_time: 7.2325768471, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4010353088
validation[          , genome  7116] predictions:    9723/  10000 (97.23%), best:    9783/10000 (97.83%), error:       854.72076, best error:       738.04620 on epoch:    37, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 103.2706985474s, input_fired_time: 1.1488444805, output_fired_time: 0.7416155338, propagate_forward_time: 39.4874534607, propagate_backward_time: 59.5762672424, weight_update_time: 0.1059271991, other_time: 2.3165206909
epoch time: 7.5410280228s, input_fired_time: 0.1206421554, output_fired_time: 0.0000000000, propagate_forward_time: 7.0466008186, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3737850189
validation[          , genome  7116] predictions:    9735/  10000 (97.35%), best:    9783/10000 (97.83%), error:       934.42657, best error:       738.04620 on epoch:    37, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 100.6178131104s, input_fired_time: 1.1283187866, output_fired_time: 0.7245868444, propagate_forward_time: 38.1892166138, propagate_backward_time: 58.3066253662, weight_update_time: 0.1035248563, other_time: 2.2690658569
epoch time: 7.9380455017s, input_fired_time: 0.1231456548, output_fired_time: 0.0000000000, propagate_forward_time: 7.4283580780, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3865418434
validation[          , genome  7116] predictions:    9748/  10000 (97.48%), best:    9783/10000 (97.83%), error:       805.61005, best error:       738.04620 on epoch:    37, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 103.7763900757s, input_fired_time: 1.1525242329, output_fired_time: 0.7479474545, propagate_forward_time: 39.5745925903, propagate_backward_time: 59.9914207458, weight_update_time: 0.1072062179, other_time: 2.3099021912
epoch time: 9.3195047379s, input_fired_time: 0.1405197680, output_fired_time: 0.0000000000, propagate_forward_time: 8.7424135208, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4365711212
validation[          , genome  7116] predictions:    9754/  10000 (97.54%), best:    9783/10000 (97.83%), error:       843.29785, best error:       738.04620 on epoch:    37, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 109.0971755981s, input_fired_time: 1.1839424372, output_fired_time: 0.7757623196, propagate_forward_time: 41.8631134033, propagate_backward_time: 62.8879127502, weight_update_time: 0.1108658314, other_time: 2.3864402771
epoch time: 7.7231287956s, input_fired_time: 0.1238885671, output_fired_time: 0.0000000000, propagate_forward_time: 7.2099194527, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3893208504
validation[          , genome  7116] predictions:    9772/  10000 (97.72%), best:    9783/10000 (97.83%), error:       750.66510, best error:       738.04620 on epoch:    37, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 105.7061920166s, input_fired_time: 1.1501793861, output_fired_time: 0.7599843144, propagate_forward_time: 40.0944061279, propagate_backward_time: 61.4077529907, weight_update_time: 0.1063007340, other_time: 2.2938690186
epoch time: 7.5873684883s, input_fired_time: 0.1203269362, output_fired_time: 0.0000000000, propagate_forward_time: 7.0912728310, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3757686615
validation[          , genome  7116] predictions:    9731/  10000 (97.31%), best:    9783/10000 (97.83%), error:       902.40582, best error:       738.04620 on epoch:    37, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 104.9583740234s, input_fired_time: 1.1328029633, output_fired_time: 0.7526917458, propagate_forward_time: 39.2377357483, propagate_backward_time: 61.5736503601, weight_update_time: 0.1034208462, other_time: 2.2614898682
epoch time: 8.3875551224s, input_fired_time: 0.1295340061, output_fired_time: 0.0000000000, propagate_forward_time: 7.8555850983, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4024362564
validation[          , genome  7116] predictions:    9750/  10000 (97.50%), best:    9783/10000 (97.83%), error:       842.44043, best error:       738.04620 on epoch:    37, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 101.1760787964s, input_fired_time: 1.1369704008, output_fired_time: 0.7337626219, propagate_forward_time: 38.4414291382, propagate_backward_time: 58.5814247131, weight_update_time: 0.1053872332, other_time: 2.2824897766
epoch time: 7.5091733932s, input_fired_time: 0.1197527200, output_fired_time: 0.0000000000, propagate_forward_time: 7.0155000687, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3739204407
validation[          , genome  7116] predictions:    9742/  10000 (97.42%), best:    9783/10000 (97.83%), error:       822.53632, best error:       738.04620 on epoch:    37, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 101.2782363892s, input_fired_time: 1.1389689445, output_fired_time: 0.7330662012, propagate_forward_time: 38.5497741699, propagate_backward_time: 58.5777549744, weight_update_time: 0.1039861888, other_time: 2.2786750793
epoch time: 7.7982749939s, input_fired_time: 0.1237523183, output_fired_time: 0.0000000000, propagate_forward_time: 7.2900395393, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3844833374
validation[          , genome  7116] predictions:    9713/  10000 (97.13%), best:    9783/10000 (97.83%), error:       894.96393, best error:       738.04620 on epoch:    37, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 94.9489898682s, input_fired_time: 1.1002352238, output_fired_time: 0.6969388127, propagate_forward_time: 35.9349365234, propagate_backward_time: 54.9801139832, weight_update_time: 0.1010722294, other_time: 2.2367668152
epoch time: 8.3737621307s, input_fired_time: 0.1300164163, output_fired_time: 0.0000000000, propagate_forward_time: 7.8382387161, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4055070877
validation[          , genome  7116] predictions:    9767/  10000 (97.67%), best:    9783/10000 (97.83%), error:       832.09412, best error:       738.04620 on epoch:    37, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 103.8738403320s, input_fired_time: 1.1646844149, output_fired_time: 0.7454850674, propagate_forward_time: 39.5874938965, propagate_backward_time: 60.0315017700, weight_update_time: 0.1075071320, other_time: 2.3446731567
epoch time: 7.4108943939s, input_fired_time: 0.1211822703, output_fired_time: 0.0000000000, propagate_forward_time: 6.9060597420, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3836522102
validation[          , genome  7116] predictions:    9728/  10000 (97.28%), best:    9783/10000 (97.83%), error:       864.20538, best error:       738.04620 on epoch:    37, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 96.8548431396s, input_fired_time: 1.1136217117, output_fired_time: 0.7123601437, propagate_forward_time: 36.8547096252, propagate_backward_time: 55.9524383545, weight_update_time: 0.1004508361, other_time: 2.2217140198
epoch time: 7.5724825859s, input_fired_time: 0.1281121522, output_fired_time: 0.0000000000, propagate_forward_time: 7.0723495483, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3720207214
validation[          , genome  7116] predictions:    9750/  10000 (97.50%), best:    9783/10000 (97.83%), error:       837.23761, best error:       738.04620 on epoch:    37, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 92.3025054932s, input_fired_time: 1.0830305815, output_fired_time: 0.6771755219, propagate_forward_time: 34.9492111206, propagate_backward_time: 53.4427871704, weight_update_time: 0.0985160843, other_time: 2.1502990723
epoch time: 7.4913201332s, input_fired_time: 0.1203105822, output_fired_time: 0.0000000000, propagate_forward_time: 6.9978790283, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3731303215
validation[          , genome  7116] predictions:    9751/  10000 (97.51%), best:    9783/10000 (97.83%), error:       774.98901, best error:       738.04620 on epoch:    37, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 100.8345565796s, input_fired_time: 1.1381466389, output_fired_time: 0.7282215953, propagate_forward_time: 38.4436187744, propagate_backward_time: 58.2455329895, weight_update_time: 0.1044321880, other_time: 2.2790412903
epoch time: 7.6220297813s, input_fired_time: 0.1211171374, output_fired_time: 0.0000000000, propagate_forward_time: 7.1235322952, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3773803711
validation[          , genome  7116] predictions:    9782/  10000 (97.82%), best:    9783/10000 (97.83%), error:       751.52734, best error:       738.04620 on epoch:    37, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 103.5899505615s, input_fired_time: 1.1554868221, output_fired_time: 0.7434028387, propagate_forward_time: 39.5002403259, propagate_backward_time: 59.8809165955, weight_update_time: 0.1077329665, other_time: 2.3099060059
epoch time: 7.6888699532s, input_fired_time: 0.1220960692, output_fired_time: 0.0000000000, propagate_forward_time: 7.1867156029, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3800582886
validation[          , genome  7116] predictions:    9767/  10000 (97.67%), best:    9783/10000 (97.83%), error:       781.23505, best error:       738.04620 on epoch:    37, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 111.8887329102s, input_fired_time: 1.1926923990, output_fired_time: 0.7900043726, propagate_forward_time: 42.6604309082, propagate_backward_time: 64.8385238647, weight_update_time: 0.1115232408, other_time: 2.4070816040
epoch time: 8.2642602921s, input_fired_time: 0.1273903549, output_fired_time: 0.0000000000, propagate_forward_time: 7.7470221519, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3898482323
validation[          , genome  7116] predictions:    9758/  10000 (97.58%), best:    9783/10000 (97.83%), error:       838.68378, best error:       738.04620 on epoch:    37, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 99.4020385742s, input_fired_time: 1.1130378246, output_fired_time: 0.7211031318, propagate_forward_time: 37.7291183472, propagate_backward_time: 57.5990791321, weight_update_time: 0.1023354232, other_time: 2.2397041321
epoch time: 7.8007254601s, input_fired_time: 0.1224721074, output_fired_time: 0.0000000000, propagate_forward_time: 7.3038444519, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3744087219
validation[          , genome  7116] predictions:    9758/  10000 (97.58%), best:    9783/10000 (97.83%), error:       758.52521, best error:       738.04620 on epoch:    37, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 99.0090942383s, input_fired_time: 1.1158773899, output_fired_time: 0.7116570473, propagate_forward_time: 37.4597549438, propagate_backward_time: 57.4648666382, weight_update_time: 0.1037552580, other_time: 2.2569427490
epoch time: 10.4021930695s, input_fired_time: 0.1479190588, output_fired_time: 0.0000000000, propagate_forward_time: 9.7772397995, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4770345688
validation[          , genome  7116] predictions:    9749/  10000 (97.49%), best:    9783/10000 (97.83%), error:       827.61810, best error:       738.04620 on epoch:    37, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 95.8374710083s, input_fired_time: 1.0989812613, output_fired_time: 0.6985296011, propagate_forward_time: 36.3968467712, propagate_backward_time: 55.4329223633, weight_update_time: 0.1012447029, other_time: 2.2101860046
epoch time: 8.8190240860s, input_fired_time: 0.1336077899, output_fired_time: 0.0000000000, propagate_forward_time: 8.2693405151, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4160757065
validation[          , genome  7116] predictions:    9743/  10000 (97.43%), best:    9783/10000 (97.83%), error:       861.33307, best error:       738.04620 on epoch:    37, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 93.8069305420s, input_fired_time: 1.0880854130, output_fired_time: 0.6872624159, propagate_forward_time: 35.7678642273, propagate_backward_time: 54.1082878113, weight_update_time: 0.0986351594, other_time: 2.1554260254
epoch time: 8.0294847488s, input_fired_time: 0.1262966245, output_fired_time: 0.0000000000, propagate_forward_time: 7.5156159401, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3875722885
validation[          , genome  7116] predictions:    9778/  10000 (97.78%), best:    9783/10000 (97.83%), error:       764.89856, best error:       738.04620 on epoch:    37, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 102.3100891113s, input_fired_time: 1.1374614239, output_fired_time: 0.7338427305, propagate_forward_time: 38.7917022705, propagate_backward_time: 59.3534812927, weight_update_time: 0.1054695398, other_time: 2.2936058044
epoch time: 7.4286775589s, input_fired_time: 0.1226182058, output_fired_time: 0.0000000000, propagate_forward_time: 6.9131059647, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3929533958
validation[          , genome  7116] predictions:    9756/  10000 (97.56%), best:    9783/10000 (97.83%), error:       792.40698, best error:       738.04620 on epoch:    37, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 97.4446487427s, input_fired_time: 1.1185157299, output_fired_time: 0.7098459601, propagate_forward_time: 37.0545501709, propagate_backward_time: 56.3074607849, weight_update_time: 0.1018659249, other_time: 2.2542762756
epoch time: 7.9764485359s, input_fired_time: 0.1265773922, output_fired_time: 0.0000000000, propagate_forward_time: 7.4594545364, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3904166222
validation[          , genome  7116] predictions:    9787/  10000 (97.87%), best:    9787/10000 (97.87%), error:       737.66669, best error:       737.66669 on epoch:    72, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 95.6442031860s, input_fired_time: 1.1029770374, output_fired_time: 0.6993152499, propagate_forward_time: 36.2603912354, propagate_backward_time: 55.3369865417, weight_update_time: 0.1012962088, other_time: 2.2445335388
epoch time: 8.1631155014s, input_fired_time: 0.1294451058, output_fired_time: 0.0000000000, propagate_forward_time: 7.6265878677, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4070825577
validation[          , genome  7116] predictions:    9785/  10000 (97.85%), best:    9785/10000 (97.85%), error:       680.09662, best error:       680.09662 on epoch:    73, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 97.5012588501s, input_fired_time: 1.1237397194, output_fired_time: 0.7065375447, propagate_forward_time: 37.3477439880, propagate_backward_time: 56.0769805908, weight_update_time: 0.1024780273, other_time: 2.2462577820
epoch time: 7.4616255760s, input_fired_time: 0.1201935560, output_fired_time: 0.0000000000, propagate_forward_time: 6.9702181816, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3712139130
validation[          , genome  7116] predictions:    9766/  10000 (97.66%), best:    9785/10000 (97.85%), error:       756.13782, best error:       680.09662 on epoch:    73, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 95.2727355957s, input_fired_time: 1.1075379848, output_fired_time: 0.7022240162, propagate_forward_time: 36.5198631287, propagate_backward_time: 54.7325592041, weight_update_time: 0.1006687656, other_time: 2.2105522156
epoch time: 7.3947634697s, input_fired_time: 0.1189650893, output_fired_time: 0.0000000000, propagate_forward_time: 6.9033303261, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3724679947
validation[          , genome  7116] predictions:    9768/  10000 (97.68%), best:    9785/10000 (97.85%), error:       804.84784, best error:       680.09662 on epoch:    73, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 97.4948425293s, input_fired_time: 1.1152386665, output_fired_time: 0.7080931664, propagate_forward_time: 36.8498535156, propagate_backward_time: 56.5895690918, weight_update_time: 0.1024683341, other_time: 2.2320861816
epoch time: 9.8223886490s, input_fired_time: 0.1475106329, output_fired_time: 0.0000000000, propagate_forward_time: 9.2285041809, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4463739395
validation[          , genome  7116] predictions:    9761/  10000 (97.61%), best:    9785/10000 (97.85%), error:       789.98016, best error:       680.09662 on epoch:    73, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 98.4382324219s, input_fired_time: 1.1184636354, output_fired_time: 0.7114151120, propagate_forward_time: 37.2893218994, propagate_backward_time: 57.1053237915, weight_update_time: 0.1024060994, other_time: 2.2137069702
epoch time: 8.3598270416s, input_fired_time: 0.1313455999, output_fired_time: 0.0000000000, propagate_forward_time: 7.8154811859, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4130001068
validation[          , genome  7116] predictions:    9754/  10000 (97.54%), best:    9785/10000 (97.85%), error:       811.20013, best error:       680.09662 on epoch:    73, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 97.0515213013s, input_fired_time: 1.1126333475, output_fired_time: 0.7138709426, propagate_forward_time: 36.6600875854, propagate_backward_time: 56.3465232849, weight_update_time: 0.1016911268, other_time: 2.2184104919
epoch time: 7.6765785217s, input_fired_time: 0.1237903163, output_fired_time: 0.0000000000, propagate_forward_time: 7.1800842285, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3727040291
validation[          , genome  7116] predictions:    9733/  10000 (97.33%), best:    9785/10000 (97.85%), error:       833.44696, best error:       680.09662 on epoch:    73, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 93.8952255249s, input_fired_time: 1.0892852545, output_fired_time: 0.6874371767, propagate_forward_time: 35.2188262939, propagate_backward_time: 54.7506828308, weight_update_time: 0.0991009101, other_time: 2.1489906311
epoch time: 7.6110458374s, input_fired_time: 0.1240018904, output_fired_time: 0.0000000000, propagate_forward_time: 7.1106286049, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3764152527
validation[          , genome  7116] predictions:    9764/  10000 (97.64%), best:    9785/10000 (97.85%), error:       780.61847, best error:       680.09662 on epoch:    73, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 112.0299758911s, input_fired_time: 1.2050391436, output_fired_time: 0.7859768867, propagate_forward_time: 42.9506912231, propagate_backward_time: 64.6747436523, weight_update_time: 0.1118460223, other_time: 2.4135208130
epoch time: 10.5219068527s, input_fired_time: 0.1539670229, output_fired_time: 0.0000000000, propagate_forward_time: 9.8909349442, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4770050049
validation[          , genome  7116] predictions:    9753/  10000 (97.53%), best:    9785/10000 (97.85%), error:       829.84253, best error:       680.09662 on epoch:    73, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 97.7670059204s, input_fired_time: 1.1204161644, output_fired_time: 0.7083594799, propagate_forward_time: 37.1267013550, propagate_backward_time: 56.6085357666, weight_update_time: 0.1025262401, other_time: 2.2029953003
epoch time: 7.5644545555s, input_fired_time: 0.1221620440, output_fired_time: 0.0000000000, propagate_forward_time: 7.0743193626, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3679733276
validation[          , genome  7116] predictions:    9775/  10000 (97.75%), best:    9785/10000 (97.85%), error:       766.24829, best error:       680.09662 on epoch:    73, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 94.9346923828s, input_fired_time: 1.1046415567, output_fired_time: 0.6970258951, propagate_forward_time: 35.9923782349, propagate_backward_time: 54.9621353149, weight_update_time: 0.1001210213, other_time: 2.1785049438
epoch time: 7.5160236359s, input_fired_time: 0.1238500550, output_fired_time: 0.0000000000, propagate_forward_time: 7.0139622688, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3782114983
validation[          , genome  7116] predictions:    9787/  10000 (97.87%), best:    9785/10000 (97.85%), error:       747.61658, best error:       680.09662 on epoch:    73, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 96.7113876343s, input_fired_time: 1.1201206446, output_fired_time: 0.7015423775, propagate_forward_time: 36.9716873169, propagate_backward_time: 55.6831130981, weight_update_time: 0.1026518419, other_time: 2.2349243164
epoch time: 7.6106114388s, input_fired_time: 0.1232075170, output_fired_time: 0.0000000000, propagate_forward_time: 7.1083407402, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3790631294
validation[          , genome  7116] predictions:    9767/  10000 (97.67%), best:    9785/10000 (97.85%), error:       810.18005, best error:       680.09662 on epoch:    73, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 103.1182022095s, input_fired_time: 1.1578093767, output_fired_time: 0.7429723144, propagate_forward_time: 39.2036628723, propagate_backward_time: 59.7032470703, weight_update_time: 0.1067550480, other_time: 2.3105125427
epoch time: 7.8018217087s, input_fired_time: 0.1301006079, output_fired_time: 0.0000000000, propagate_forward_time: 7.2891416550, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3825793266
validation[          , genome  7116] predictions:    9770/  10000 (97.70%), best:    9785/10000 (97.85%), error:       771.66663, best error:       680.09662 on epoch:    73, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 94.6599578857s, input_fired_time: 1.1152162552, output_fired_time: 0.6993048787, propagate_forward_time: 36.1775856018, propagate_backward_time: 54.4605293274, weight_update_time: 0.0999512076, other_time: 2.2073211670
epoch time: 8.0438299179s, input_fired_time: 0.1299868822, output_fired_time: 0.0000000000, propagate_forward_time: 7.5182447433, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3955984116
validation[          , genome  7116] predictions:    9759/  10000 (97.59%), best:    9785/10000 (97.85%), error:       814.14001, best error:       680.09662 on epoch:    73, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 97.2663192749s, input_fired_time: 1.1257210970, output_fired_time: 0.7071533799, propagate_forward_time: 37.1302223206, propagate_backward_time: 56.0723190308, weight_update_time: 0.1018448919, other_time: 2.2308998108
epoch time: 7.5276751518s, input_fired_time: 0.1242593601, output_fired_time: 0.0000000000, propagate_forward_time: 7.0291280746, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3742876053
validation[          , genome  7116] predictions:    9773/  10000 (97.73%), best:    9785/10000 (97.85%), error:       795.09454, best error:       680.09662 on epoch:    73, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 95.1670532227s, input_fired_time: 1.1123075485, output_fired_time: 0.6885072589, propagate_forward_time: 36.2179603577, propagate_backward_time: 54.9256095886, weight_update_time: 0.1016589254, other_time: 2.2226715088
epoch time: 7.6533751488s, input_fired_time: 0.1243464723, output_fired_time: 0.0000000000, propagate_forward_time: 7.1527671814, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3762617111
validation[          , genome  7116] predictions:    9741/  10000 (97.41%), best:    9785/10000 (97.85%), error:       859.40442, best error:       680.09662 on epoch:    73, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 97.2476043701s, input_fired_time: 1.1204080582, output_fired_time: 0.7057255507, propagate_forward_time: 37.0369338989, propagate_backward_time: 56.1572799683, weight_update_time: 0.1024458855, other_time: 2.2272567749
epoch time: 7.4285359383s, input_fired_time: 0.1216622442, output_fired_time: 0.0000000000, propagate_forward_time: 6.9335231781, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3733506203
validation[          , genome  7116] predictions:    9695/  10000 (96.95%), best:    9785/10000 (97.85%), error:       995.15881, best error:       680.09662 on epoch:    73, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 101.7027664185s, input_fired_time: 1.1533495188, output_fired_time: 0.7339793444, propagate_forward_time: 38.8495368958, propagate_backward_time: 58.6965522766, weight_update_time: 0.1049342677, other_time: 2.2693481445
epoch time: 7.3623895645s, input_fired_time: 0.1212675944, output_fired_time: 0.0000000000, propagate_forward_time: 6.8718714714, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3692502975
validation[          , genome  7116] predictions:    9722/  10000 (97.22%), best:    9785/10000 (97.85%), error:       926.37781, best error:       680.09662 on epoch:    73, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 101.0770339966s, input_fired_time: 1.1447550058, output_fired_time: 0.7289365530, propagate_forward_time: 38.4807739258, propagate_backward_time: 58.4563789368, weight_update_time: 0.1052262038, other_time: 2.2661933899
epoch time: 7.6672182083s, input_fired_time: 0.1242493987, output_fired_time: 0.0000000000, propagate_forward_time: 7.1640825272, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3788862228
validation[          , genome  7116] predictions:    9765/  10000 (97.65%), best:    9785/10000 (97.85%), error:       775.06677, best error:       680.09662 on epoch:    73, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 96.8553466797s, input_fired_time: 1.1153879166, output_fired_time: 0.7085182071, propagate_forward_time: 36.6684608459, propagate_backward_time: 56.1670913696, weight_update_time: 0.1011283100, other_time: 2.1958885193
epoch time: 7.9943838120s, input_fired_time: 0.1249297708, output_fired_time: 0.0000000000, propagate_forward_time: 7.4907226562, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3787312508
validation[          , genome  7116] predictions:    9756/  10000 (97.56%), best:    9785/10000 (97.85%), error:       817.36035, best error:       680.09662 on epoch:    73, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 110.1933517456s, input_fired_time: 1.2027797699, output_fired_time: 0.7751505375, propagate_forward_time: 42.1234893799, propagate_backward_time: 63.6810379028, weight_update_time: 0.1123472005, other_time: 2.4108886719
epoch time: 7.7389297485s, input_fired_time: 0.1258124560, output_fired_time: 0.0000000000, propagate_forward_time: 7.2398233414, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3732938766
validation[          , genome  7116] predictions:    9758/  10000 (97.58%), best:    9785/10000 (97.85%), error:       814.95453, best error:       680.09662 on epoch:    73, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 97.6572952271s, input_fired_time: 1.1270167828, output_fired_time: 0.7114377022, propagate_forward_time: 37.1913490295, propagate_backward_time: 56.4186477661, weight_update_time: 0.1014524177, other_time: 2.2088432312
epoch time: 9.2211351395s, input_fired_time: 0.1449935585, output_fired_time: 0.0000000000, propagate_forward_time: 8.6451797485, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4309616089
validation[          , genome  7116] predictions:    9751/  10000 (97.51%), best:    9785/10000 (97.85%), error:       809.07288, best error:       680.09662 on epoch:    73, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 93.9091796875s, input_fired_time: 1.1066029072, output_fired_time: 0.6959065199, propagate_forward_time: 35.5474014282, propagate_backward_time: 54.4007339478, weight_update_time: 0.0981482491, other_time: 2.1585311890
epoch time: 7.5065345764s, input_fired_time: 0.1236162856, output_fired_time: 0.0000000000, propagate_forward_time: 7.0135335922, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3693847656
validation[          , genome  7116] predictions:    9769/  10000 (97.69%), best:    9785/10000 (97.85%), error:       753.91833, best error:       680.09662 on epoch:    73, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 96.6142959595s, input_fired_time: 1.1183433533, output_fired_time: 0.6998559833, propagate_forward_time: 36.3753547668, propagate_backward_time: 56.2349739075, weight_update_time: 0.1010487080, other_time: 2.1857681274
epoch time: 7.9515981674s, input_fired_time: 0.1300729215, output_fired_time: 0.0000000000, propagate_forward_time: 7.4354176521, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3861074448
validation[          , genome  7116] predictions:    9758/  10000 (97.58%), best:    9785/10000 (97.85%), error:       766.06854, best error:       680.09662 on epoch:    73, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 104.7556533813s, input_fired_time: 1.1696734428, output_fired_time: 0.7540652156, propagate_forward_time: 39.8869476318, propagate_backward_time: 60.6627082825, weight_update_time: 0.1069661379, other_time: 2.2822608948
epoch time: 7.5608854294s, input_fired_time: 0.1255727261, output_fired_time: 0.0000000000, propagate_forward_time: 7.0552296638, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3800830841
validation[          , genome  7116] predictions:    9771/  10000 (97.71%), best:    9785/10000 (97.85%), error:       780.99866, best error:       680.09662 on epoch:    73, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 94.8099975586s, input_fired_time: 1.1204886436, output_fired_time: 0.6955729127, propagate_forward_time: 36.1208915710, propagate_backward_time: 54.6712417603, weight_update_time: 0.1004711762, other_time: 2.2018013000
epoch time: 7.2896480560s, input_fired_time: 0.1235655025, output_fired_time: 0.0000000000, propagate_forward_time: 6.8020992279, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3639831543
validation[          , genome  7116] predictions:    9762/  10000 (97.62%), best:    9785/10000 (97.85%), error:       796.32544, best error:       680.09662 on epoch:    73, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 96.4588775635s, input_fired_time: 1.1288123131, output_fired_time: 0.7129437923, propagate_forward_time: 36.7644462585, propagate_backward_time: 55.6546020508, weight_update_time: 0.1000546589, other_time: 2.1980705261
epoch time: 7.3907132149s, input_fired_time: 0.1237420216, output_fired_time: 0.0000000000, propagate_forward_time: 6.8833675385, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3836035728
validation[          , genome  7116] predictions:    9776/  10000 (97.76%), best:    9785/10000 (97.85%), error:       742.48969, best error:       680.09662 on epoch:    73, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 95.5686721802s, input_fired_time: 1.1285893917, output_fired_time: 0.6984014511, propagate_forward_time: 36.5237236023, propagate_backward_time: 55.0183296204, weight_update_time: 0.1007219031, other_time: 2.1996307373
epoch time: 7.4457316399s, input_fired_time: 0.1260592192, output_fired_time: 0.0000000000, propagate_forward_time: 6.9332928658, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3863797188
validation[          , genome  7116] predictions:    9790/  10000 (97.90%), best:    9785/10000 (97.85%), error:       753.66913, best error:       680.09662 on epoch:    73, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 94.9022293091s, input_fired_time: 1.1259604692, output_fired_time: 0.6924890280, propagate_forward_time: 36.1545143127, propagate_backward_time: 54.6681671143, weight_update_time: 0.1011741310, other_time: 2.2610969543
epoch time: 7.4918336868s, input_fired_time: 0.1237673238, output_fired_time: 0.0000000000, propagate_forward_time: 6.9917287827, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3763375282
validation[          , genome  7116] predictions:    9722/  10000 (97.22%), best:    9785/10000 (97.85%), error:       938.31226, best error:       680.09662 on epoch:    73, 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: 38.8457908630s, input_fired_time: 0.6294287443, output_fired_time: 0.0000000000, propagate_forward_time: 36.2285156250, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9878463745
best training[          , genome  7116] predictions:   49659/  50000 (99.32%), best:    9785/10000 (97.85%), error:      1341.23560, best error:       680.09662 on epoch:    73, 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: 7.9824409485s, input_fired_time: 0.1270986050, output_fired_time: 0.0000000000, propagate_forward_time: 7.4570865631, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3982558250
   testing[          , genome  7116] predictions:    9803/  10000 (98.03%), best:    9785/10000 (97.85%), error:       655.05145, best error:       680.09662 on epoch:    73, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
11:10:47 (45375): called boinc_finish(0)

</stderr_txt>
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