Nameexact_genome_1512568488_42_5662_0
Workunit2599539
Created7 Dec 2017, 15:50:09 UTC
Sent7 Dec 2017, 15:54:41 UTC
Report deadline13 Dec 2017, 20:03:01 UTC
Received7 Dec 2017, 23:16:32 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID67174
Run time1 hours 48 min 2 sec
CPU time1 hours 47 min 58 sec
Validate stateValid
Credit1,543.12
Device peak FLOPS3.98 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size152.04 MB
Peak swap size153.80 MB
Peak disk usage1.26 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
1, epoch:   13/100, mu: 0.7384625077, learning_rate: 0.0064167744, weight_decay: 0.0002566710

epoch time: 58.2369689941s, input_fired_time: 0.7871980667, output_fired_time: 0.5238905549, propagate_forward_time: 22.9647350311, propagate_backward_time: 32.2878379822, weight_update_time: 0.0724267587, other_time: 1.6733055115
epoch time: 4.9726042747s, input_fired_time: 0.0798301771, output_fired_time: 0.0000000000, propagate_forward_time: 4.5953993797, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2973747253
validation[          , genome  5662] predictions:    9645/  10000 (96.45%), best:    9643/10000 (96.43%), error:      1186.86084, best error:      1172.09546 on epoch:    11, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 58.8339691162s, input_fired_time: 0.7931798100, output_fired_time: 0.5327861905, propagate_forward_time: 23.1972198486, propagate_backward_time: 32.5981559753, weight_update_time: 0.0732045323, other_time: 1.7126274109
epoch time: 5.0575785637s, input_fired_time: 0.0800244361, output_fired_time: 0.0000000000, propagate_forward_time: 4.6798305511, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2977237701
validation[          , genome  5662] predictions:    9614/  10000 (96.14%), best:    9643/10000 (96.43%), error:      1278.41333, best error:      1172.09546 on epoch:    11, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 58.4397926331s, input_fired_time: 0.7910950780, output_fired_time: 0.5310471058, propagate_forward_time: 23.0911693573, propagate_backward_time: 32.3443603516, weight_update_time: 0.0728055611, other_time: 1.6821212769
epoch time: 4.9685034752s, input_fired_time: 0.0795120522, output_fired_time: 0.0000000000, propagate_forward_time: 4.5938019753, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2951893806
validation[          , genome  5662] predictions:    9640/  10000 (96.40%), best:    9643/10000 (96.43%), error:      1185.27930, best error:      1172.09546 on epoch:    11, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 58.2754821777s, input_fired_time: 0.7885450125, output_fired_time: 0.5238250494, propagate_forward_time: 22.9796028137, propagate_backward_time: 32.3147621155, weight_update_time: 0.0724297538, other_time: 1.6687469482
epoch time: 4.9638090134s, input_fired_time: 0.0790880397, output_fired_time: 0.0000000000, propagate_forward_time: 4.5931015015, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2916193008
validation[          , genome  5662] predictions:    9625/  10000 (96.25%), best:    9643/10000 (96.43%), error:      1330.37988, best error:      1172.09546 on epoch:    11, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 58.3832778931s, input_fired_time: 0.7884954810, output_fired_time: 0.5257114172, propagate_forward_time: 23.0092868805, propagate_backward_time: 32.3888664246, weight_update_time: 0.0725066885, other_time: 1.6709175110
epoch time: 4.9787569046s, input_fired_time: 0.0797081962, output_fired_time: 0.0000000000, propagate_forward_time: 4.6037149429, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2953338623
validation[          , genome  5662] predictions:    9669/  10000 (96.69%), best:    9669/10000 (96.69%), error:      1097.70776, best error:      1097.70776 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 58.2602767944s, input_fired_time: 0.7889125347, output_fired_time: 0.5233271122, propagate_forward_time: 22.9983577728, propagate_backward_time: 32.2743301392, weight_update_time: 0.0724234730, other_time: 1.6753463745
epoch time: 4.9711523056s, input_fired_time: 0.0792635307, output_fired_time: 0.0000000000, propagate_forward_time: 4.5968637466, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2950248718
validation[          , genome  5662] predictions:    9619/  10000 (96.19%), best:    9669/10000 (96.69%), error:      1235.95935, best error:      1097.70776 on epoch:    18, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 59.1364212036s, input_fired_time: 0.8045070767, output_fired_time: 0.5340508223, propagate_forward_time: 23.2544384003, propagate_backward_time: 32.7783927917, weight_update_time: 0.0752969459, other_time: 1.7650337219
epoch time: 5.1495018005s, input_fired_time: 0.0833211690, output_fired_time: 0.0000000000, propagate_forward_time: 4.7544765472, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3117041588
validation[          , genome  5662] predictions:    9629/  10000 (96.29%), best:    9669/10000 (96.69%), error:      1204.34033, best error:      1097.70776 on epoch:    18, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 59.9552383423s, input_fired_time: 0.8120971918, output_fired_time: 0.5395181775, propagate_forward_time: 23.6098976135, propagate_backward_time: 33.2262916565, weight_update_time: 0.0745121688, other_time: 1.7674369812
epoch time: 5.2264318466s, input_fired_time: 0.0839340016, output_fired_time: 0.0000000000, propagate_forward_time: 4.8263950348, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3161029816
validation[          , genome  5662] predictions:    9638/  10000 (96.38%), best:    9669/10000 (96.69%), error:      1189.95740, best error:      1097.70776 on epoch:    18, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 60.4646568298s, input_fired_time: 0.8081930876, output_fired_time: 0.5417421460, propagate_forward_time: 23.8488922119, propagate_backward_time: 33.4686050415, weight_update_time: 0.0783902407, other_time: 1.7972259521
epoch time: 5.1438555717s, input_fired_time: 0.0819604993, output_fired_time: 0.0000000000, propagate_forward_time: 4.7462935448, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3156013489
validation[          , genome  5662] predictions:    9651/  10000 (96.51%), best:    9669/10000 (96.69%), error:      1181.24854, best error:      1097.70776 on epoch:    18, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 59.9535522461s, input_fired_time: 0.8075413108, output_fired_time: 0.5377214551, propagate_forward_time: 23.6474475861, propagate_backward_time: 33.2043266296, weight_update_time: 0.0741981119, other_time: 1.7565193176
epoch time: 5.2811279297s, input_fired_time: 0.0847401097, output_fired_time: 0.0000000000, propagate_forward_time: 4.8834104538, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3129773140
validation[          , genome  5662] predictions:    9636/  10000 (96.36%), best:    9669/10000 (96.69%), error:      1215.66833, best error:      1097.70776 on epoch:    18, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 59.1903381348s, input_fired_time: 0.8030740619, output_fired_time: 0.5316758752, propagate_forward_time: 23.3540859222, propagate_backward_time: 32.8025665283, weight_update_time: 0.0735629946, other_time: 1.6989364624
epoch time: 5.2193069458s, input_fired_time: 0.0844348073, output_fired_time: 0.0000000000, propagate_forward_time: 4.8283219337, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3065500259
validation[          , genome  5662] predictions:    9601/  10000 (96.01%), best:    9669/10000 (96.69%), error:      1362.01831, best error:      1097.70776 on epoch:    18, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 58.8344650269s, input_fired_time: 0.8015712500, output_fired_time: 0.5285725594, propagate_forward_time: 23.2327938080, propagate_backward_time: 32.5740814209, weight_update_time: 0.0731898919, other_time: 1.6974487305
epoch time: 4.9688081741s, input_fired_time: 0.0808265135, output_fired_time: 0.0000000000, propagate_forward_time: 4.5964241028, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2915577888
validation[          , genome  5662] predictions:    9647/  10000 (96.47%), best:    9669/10000 (96.69%), error:      1153.41028, best error:      1097.70776 on epoch:    18, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 58.5100860596s, input_fired_time: 0.7971034050, output_fired_time: 0.5262455940, propagate_forward_time: 23.0328960419, propagate_backward_time: 32.4815559387, weight_update_time: 0.0730249882, other_time: 1.6722831726
epoch time: 5.0114278793s, input_fired_time: 0.0797184631, output_fired_time: 0.0000000000, propagate_forward_time: 4.6345415115, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2971677780
validation[          , genome  5662] predictions:    9622/  10000 (96.22%), best:    9669/10000 (96.69%), error:      1251.71826, best error:      1097.70776 on epoch:    18, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 58.9149131775s, input_fired_time: 0.7965756655, output_fired_time: 0.5321524739, propagate_forward_time: 23.1978683472, propagate_backward_time: 32.7186965942, weight_update_time: 0.0732112676, other_time: 1.6696166992
epoch time: 4.9663372040s, input_fired_time: 0.0815375149, output_fired_time: 0.0000000000, propagate_forward_time: 4.5924663544, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2923331261
validation[          , genome  5662] predictions:    9616/  10000 (96.16%), best:    9669/10000 (96.69%), error:      1290.84106, best error:      1097.70776 on epoch:    18, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 58.8866081238s, input_fired_time: 0.8050621748, output_fired_time: 0.5299037099, propagate_forward_time: 23.1626262665, propagate_backward_time: 32.6563835144, weight_update_time: 0.0753698051, other_time: 1.7326316833
epoch time: 4.9818520546s, input_fired_time: 0.0827924311, output_fired_time: 0.0000000000, propagate_forward_time: 4.5949816704, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3040781021
validation[          , genome  5662] predictions:    9671/  10000 (96.71%), best:    9669/10000 (96.69%), error:      1112.49646, best error:      1097.70776 on epoch:    18, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 58.3983078003s, input_fired_time: 0.8126357198, output_fired_time: 0.5255175829, propagate_forward_time: 22.9870281219, propagate_backward_time: 32.2854728699, weight_update_time: 0.0780745819, other_time: 1.7876548767
epoch time: 4.9781713486s, input_fired_time: 0.0821079314, output_fired_time: 0.0000000000, propagate_forward_time: 4.5941271782, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3019361496
validation[          , genome  5662] predictions:    9616/  10000 (96.16%), best:    9669/10000 (96.69%), error:      1272.33740, best error:      1097.70776 on epoch:    18, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 58.4177169800s, input_fired_time: 0.8122797608, output_fired_time: 0.5287212729, propagate_forward_time: 22.9820785522, propagate_backward_time: 32.2837905884, weight_update_time: 0.0781843886, other_time: 1.8108482361
epoch time: 4.9974880219s, input_fired_time: 0.0837897286, output_fired_time: 0.0000000000, propagate_forward_time: 4.6043500900, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3093481064
validation[          , genome  5662] predictions:    9648/  10000 (96.48%), best:    9669/10000 (96.69%), error:      1223.88525, best error:      1097.70776 on epoch:    18, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 58.7085952759s, input_fired_time: 0.8125808239, output_fired_time: 0.5252581835, propagate_forward_time: 23.0939865112, propagate_backward_time: 32.4510383606, weight_update_time: 0.0780837089, other_time: 1.8257331848
epoch time: 5.0443544388s, input_fired_time: 0.0835455805, output_fired_time: 0.0000000000, propagate_forward_time: 4.6508617401, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3099470139
validation[          , genome  5662] predictions:    9642/  10000 (96.42%), best:    9669/10000 (96.69%), error:      1202.56970, best error:      1097.70776 on epoch:    18, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 58.4545326233s, input_fired_time: 0.8099172115, output_fired_time: 0.5223638415, propagate_forward_time: 23.0237598419, propagate_backward_time: 32.3448410034, weight_update_time: 0.0772750825, other_time: 1.7536468506
epoch time: 5.0020236969s, input_fired_time: 0.0871606022, output_fired_time: 0.0000000000, propagate_forward_time: 4.6093115807, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3055515289
validation[          , genome  5662] predictions:    9677/  10000 (96.77%), best:    9677/10000 (96.77%), error:      1058.31641, best error:      1058.31641 on epoch:    32, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 58.2798919678s, input_fired_time: 0.8077469468, output_fired_time: 0.5189813375, propagate_forward_time: 22.9883213043, propagate_backward_time: 32.2338600159, weight_update_time: 0.0771831274, other_time: 1.7309837341
epoch time: 5.0205974579s, input_fired_time: 0.0844976306, output_fired_time: 0.0000000000, propagate_forward_time: 4.6286740303, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3074259758
validation[          , genome  5662] predictions:    9649/  10000 (96.49%), best:    9677/10000 (96.77%), error:      1194.10132, best error:      1058.31641 on epoch:    32, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 58.3337936401s, input_fired_time: 0.8072215319, output_fired_time: 0.5212206841, propagate_forward_time: 22.9771232605, propagate_backward_time: 32.2859306335, weight_update_time: 0.0782043263, other_time: 1.7422981262
epoch time: 4.9767498970s, input_fired_time: 0.0823963881, output_fired_time: 0.0000000000, propagate_forward_time: 4.5950417519, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2993116379
validation[          , genome  5662] predictions:    9625/  10000 (96.25%), best:    9677/10000 (96.77%), error:      1270.89246, best error:      1058.31641 on epoch:    32, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 58.3097457886s, input_fired_time: 0.8066953421, output_fired_time: 0.5202608109, propagate_forward_time: 22.9864673615, propagate_backward_time: 32.2570915222, weight_update_time: 0.0778844282, other_time: 1.7392311096
epoch time: 4.9770684242s, input_fired_time: 0.0820474401, output_fired_time: 0.0000000000, propagate_forward_time: 4.5942492485, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3007717133
validation[          , genome  5662] predictions:    9618/  10000 (96.18%), best:    9677/10000 (96.77%), error:      1188.86426, best error:      1058.31641 on epoch:    32, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 58.2601928711s, input_fired_time: 0.8029593825, output_fired_time: 0.5196341872, propagate_forward_time: 22.9777393341, propagate_backward_time: 32.2310523987, weight_update_time: 0.0777967349, other_time: 1.7288093567
epoch time: 4.9789919853s, input_fired_time: 0.0817186758, output_fired_time: 0.0000000000, propagate_forward_time: 4.5958380699, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3014354706
validation[          , genome  5662] predictions:    9676/  10000 (96.76%), best:    9677/10000 (96.77%), error:      1063.33044, best error:      1058.31641 on epoch:    32, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 58.2702598572s, input_fired_time: 0.7999785542, output_fired_time: 0.5199028850, propagate_forward_time: 22.9796657562, propagate_backward_time: 32.2419700623, weight_update_time: 0.0777136162, other_time: 1.7287406921
epoch time: 4.9726529121s, input_fired_time: 0.0822211206, output_fired_time: 0.0000000000, propagate_forward_time: 4.5932078362, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2972240448
validation[          , genome  5662] predictions:    9566/  10000 (95.66%), best:    9677/10000 (96.77%), error:      1406.70886, best error:      1058.31641 on epoch:    32, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 58.4115676880s, input_fired_time: 0.8069736362, output_fired_time: 0.5207211375, propagate_forward_time: 23.0482807159, propagate_backward_time: 32.3181076050, weight_update_time: 0.0758432522, other_time: 1.7174835205
epoch time: 4.9785528183s, input_fired_time: 0.0840348452, output_fired_time: 0.0000000000, propagate_forward_time: 4.5948109627, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2997069359
validation[          , genome  5662] predictions:    9621/  10000 (96.21%), best:    9677/10000 (96.77%), error:      1240.68494, best error:      1058.31641 on epoch:    32, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 59.8126220703s, input_fired_time: 0.8198480606, output_fired_time: 0.5324344039, propagate_forward_time: 23.5624313354, propagate_backward_time: 33.1343879700, weight_update_time: 0.0786168575, other_time: 1.7635231018
epoch time: 4.9721260071s, input_fired_time: 0.0826970935, output_fired_time: 0.0000000000, propagate_forward_time: 4.5929169655, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2965121269
validation[          , genome  5662] predictions:    9669/  10000 (96.69%), best:    9677/10000 (96.77%), error:      1076.14026, best error:      1058.31641 on epoch:    32, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 59.0645751953s, input_fired_time: 0.8196453452, output_fired_time: 0.5254231691, propagate_forward_time: 23.2938556671, propagate_backward_time: 32.6652297974, weight_update_time: 0.0777915642, other_time: 1.7604217529
epoch time: 5.0038790703s, input_fired_time: 0.0882898122, output_fired_time: 0.0000000000, propagate_forward_time: 4.6107769012, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3048124313
validation[          , genome  5662] predictions:    9704/  10000 (97.04%), best:    9704/10000 (97.04%), error:      1001.16516, best error:      1001.16516 on epoch:    40, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 58.3611564636s, input_fired_time: 0.8144094944, output_fired_time: 0.5200224519, propagate_forward_time: 23.0090084076, propagate_backward_time: 32.2764396667, weight_update_time: 0.0769003257, other_time: 1.7412757874
epoch time: 4.9835138321s, input_fired_time: 0.0848208219, output_fired_time: 0.0000000000, propagate_forward_time: 4.5970640182, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3016290665
validation[          , genome  5662] predictions:    9670/  10000 (96.70%), best:    9704/10000 (97.04%), error:      1078.04309, best error:      1001.16516 on epoch:    40, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 58.2928695679s, input_fired_time: 0.8116334081, output_fired_time: 0.5200056434, propagate_forward_time: 22.9819374084, propagate_backward_time: 32.2466278076, weight_update_time: 0.0767886862, other_time: 1.7326660156
epoch time: 4.9770030975s, input_fired_time: 0.0824393556, output_fired_time: 0.0000000000, propagate_forward_time: 4.5951600075, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2994036674
validation[          , genome  5662] predictions:    9628/  10000 (96.28%), best:    9704/10000 (97.04%), error:      1187.09998, best error:      1001.16516 on epoch:    40, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 58.3966102600s, input_fired_time: 0.8162949681, output_fired_time: 0.5205913782, propagate_forward_time: 23.0319786072, propagate_backward_time: 32.3069038391, weight_update_time: 0.0769405067, other_time: 1.7208404541
epoch time: 4.9741806984s, input_fired_time: 0.0830210745, output_fired_time: 0.0000000000, propagate_forward_time: 4.5945916176, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2965679169
validation[          , genome  5662] predictions:    9680/  10000 (96.80%), best:    9704/10000 (97.04%), error:      1048.92896, best error:      1001.16516 on epoch:    40, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 58.6144599915s, input_fired_time: 0.8138955832, output_fired_time: 0.5240940452, propagate_forward_time: 23.0741500854, propagate_backward_time: 32.4853401184, weight_update_time: 0.0772645399, other_time: 1.7169799805
epoch time: 4.9677448273s, input_fired_time: 0.0826140568, output_fired_time: 0.0000000000, propagate_forward_time: 4.5903692245, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2947616577
validation[          , genome  5662] predictions:    9704/  10000 (97.04%), best:    9704/10000 (97.04%), error:      1000.08801, best error:      1000.08801 on epoch:    44, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 58.3841094971s, input_fired_time: 0.8168221712, output_fired_time: 0.5242583752, propagate_forward_time: 23.0062828064, propagate_backward_time: 32.2996978760, weight_update_time: 0.0773130134, other_time: 1.7370491028
epoch time: 4.9802489281s, input_fired_time: 0.0851371586, output_fired_time: 0.0000000000, propagate_forward_time: 4.5947942734, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3003172874
validation[          , genome  5662] predictions:    9647/  10000 (96.47%), best:    9704/10000 (97.04%), error:      1198.57214, best error:      1000.08801 on epoch:    44, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 58.3385810852s, input_fired_time: 0.8163375258, output_fired_time: 0.5200977325, propagate_forward_time: 22.9888496399, propagate_backward_time: 32.2957572937, weight_update_time: 0.0770019516, other_time: 1.7175369263
epoch time: 4.9757795334s, input_fired_time: 0.0846318007, output_fired_time: 0.0000000000, propagate_forward_time: 4.5940275192, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2971200943
validation[          , genome  5662] predictions:    9687/  10000 (96.87%), best:    9704/10000 (97.04%), error:      1024.78674, best error:      1000.08801 on epoch:    44, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 58.2939720154s, input_fired_time: 0.8176154494, output_fired_time: 0.5200539231, propagate_forward_time: 22.9798660278, propagate_backward_time: 32.2602882385, weight_update_time: 0.0770670921, other_time: 1.7161483765
epoch time: 4.9736995697s, input_fired_time: 0.0840813369, output_fired_time: 0.0000000000, propagate_forward_time: 4.5932784081, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2963399887
validation[          , genome  5662] predictions:    9686/  10000 (96.86%), best:    9704/10000 (97.04%), error:      1055.36426, best error:      1000.08801 on epoch:    44, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 58.7523269653s, input_fired_time: 0.8172515035, output_fired_time: 0.5233951211, propagate_forward_time: 23.1596221924, propagate_backward_time: 32.5271835327, weight_update_time: 0.0775526688, other_time: 1.7248725891
epoch time: 4.9769620895s, input_fired_time: 0.0845411196, output_fired_time: 0.0000000000, propagate_forward_time: 4.5931944847, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2992262840
validation[          , genome  5662] predictions:    9667/  10000 (96.67%), best:    9704/10000 (97.04%), error:      1061.96094, best error:      1000.08801 on epoch:    44, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 60.2764129639s, input_fired_time: 0.8308940530, output_fired_time: 0.5342643261, propagate_forward_time: 23.8036022186, propagate_backward_time: 33.3298873901, weight_update_time: 0.0789118111, other_time: 1.7777633667
epoch time: 5.0277667046s, input_fired_time: 0.0880307481, output_fired_time: 0.0000000000, propagate_forward_time: 4.6391367912, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3005990982
validation[          , genome  5662] predictions:    9679/  10000 (96.79%), best:    9704/10000 (97.04%), error:      1025.24634, best error:      1000.08801 on epoch:    44, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 59.0697288513s, input_fired_time: 0.8271685839, output_fired_time: 0.5256676674, propagate_forward_time: 23.2977142334, propagate_backward_time: 32.6609230042, weight_update_time: 0.0780554339, other_time: 1.7582550049
epoch time: 4.9845280647s, input_fired_time: 0.0857116580, output_fired_time: 0.0000000000, propagate_forward_time: 4.5982770920, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3005394936
validation[          , genome  5662] predictions:    9694/  10000 (96.94%), best:    9704/10000 (97.04%), error:      1013.74207, best error:      1000.08801 on epoch:    44, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 58.4020881653s, input_fired_time: 0.8215842843, output_fired_time: 0.5202971697, propagate_forward_time: 22.9963760376, propagate_backward_time: 32.3302574158, weight_update_time: 0.0771465823, other_time: 1.7335739136
epoch time: 5.0050492287s, input_fired_time: 0.0874641091, output_fired_time: 0.0000000000, propagate_forward_time: 4.6151361465, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3024487495
validation[          , genome  5662] predictions:    9613/  10000 (96.13%), best:    9704/10000 (97.04%), error:      1280.79700, best error:      1000.08801 on epoch:    44, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 58.5456390381s, input_fired_time: 0.8234338164, output_fired_time: 0.5218747258, propagate_forward_time: 23.0680294037, propagate_backward_time: 32.3907318115, weight_update_time: 0.0774961710, other_time: 1.7415695190
epoch time: 4.9937639236s, input_fired_time: 0.0866857618, output_fired_time: 0.0000000000, propagate_forward_time: 4.6053738594, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3017044067
validation[          , genome  5662] predictions:    9671/  10000 (96.71%), best:    9704/10000 (97.04%), error:      1087.43677, best error:      1000.08801 on epoch:    44, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 58.4883003235s, input_fired_time: 0.8210113645, output_fired_time: 0.5218915939, propagate_forward_time: 23.0363044739, propagate_backward_time: 32.3873062134, weight_update_time: 0.0773344040, other_time: 1.7217864990
epoch time: 4.9738907814s, input_fired_time: 0.0842525586, output_fired_time: 0.0000000000, propagate_forward_time: 4.5923929214, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2972455025
validation[          , genome  5662] predictions:    9674/  10000 (96.74%), best:    9704/10000 (97.04%), error:      1066.79102, best error:      1000.08801 on epoch:    44, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 58.3126907349s, input_fired_time: 0.8155079484, output_fired_time: 0.5208418965, propagate_forward_time: 22.9736385345, propagate_backward_time: 32.2861518860, weight_update_time: 0.0773125738, other_time: 1.7165489197
epoch time: 4.9768610001s, input_fired_time: 0.0866577998, output_fired_time: 0.0000000000, propagate_forward_time: 4.5925741196, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2976288795
validation[          , genome  5662] predictions:    9635/  10000 (96.35%), best:    9704/10000 (97.04%), error:      1139.47900, best error:      1000.08801 on epoch:    44, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 58.3213577271s, input_fired_time: 0.8176846504, output_fired_time: 0.5202440023, propagate_forward_time: 22.9820861816, propagate_backward_time: 32.2814521790, weight_update_time: 0.0771823153, other_time: 1.7198905945
epoch time: 4.9765315056s, input_fired_time: 0.0863304585, output_fired_time: 0.0000000000, propagate_forward_time: 4.5923886299, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2978124619
validation[          , genome  5662] predictions:    9665/  10000 (96.65%), best:    9704/10000 (97.04%), error:      1109.27051, best error:      1000.08801 on epoch:    44, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 58.3434753418s, input_fired_time: 0.8251514435, output_fired_time: 0.5201624036, propagate_forward_time: 23.0014915466, propagate_backward_time: 32.2723846436, weight_update_time: 0.0773052350, other_time: 1.7242889404
epoch time: 4.9774103165s, input_fired_time: 0.0856826529, output_fired_time: 0.0000000000, propagate_forward_time: 4.5933227539, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2984046936
validation[          , genome  5662] predictions:    9703/  10000 (97.03%), best:    9703/10000 (97.03%), error:       973.70367, best error:       973.70367 on epoch:    56, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 59.5851707458s, input_fired_time: 0.8338882327, output_fired_time: 0.5296878219, propagate_forward_time: 23.5069103241, propagate_backward_time: 32.9637184143, weight_update_time: 0.0785401687, other_time: 1.7509651184
epoch time: 5.0578980446s, input_fired_time: 0.0913033113, output_fired_time: 0.0000000000, propagate_forward_time: 4.6593828201, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3072118759
validation[          , genome  5662] predictions:    9645/  10000 (96.45%), best:    9703/10000 (97.03%), error:      1160.88745, best error:       973.70367 on epoch:    56, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 58.8996429443s, input_fired_time: 0.8272014260, output_fired_time: 0.5242926478, propagate_forward_time: 23.2226428986, propagate_backward_time: 32.5860595703, weight_update_time: 0.0777334198, other_time: 1.7394485474
epoch time: 5.0420670509s, input_fired_time: 0.0862619057, output_fired_time: 0.0000000000, propagate_forward_time: 4.6528658867, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3029394150
validation[          , genome  5662] predictions:    9705/  10000 (97.05%), best:    9705/10000 (97.05%), error:       952.69843, best error:       952.69843 on epoch:    58, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 59.5403366089s, input_fired_time: 0.8325176239, output_fired_time: 0.5297889709, propagate_forward_time: 23.4779720306, propagate_backward_time: 32.9166412354, weight_update_time: 0.0783431306, other_time: 1.7834167480
epoch time: 4.9800987244s, input_fired_time: 0.0853134096, output_fired_time: 0.0000000000, propagate_forward_time: 4.5951824188, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2996029854
validation[          , genome  5662] predictions:    9671/  10000 (96.71%), best:    9705/10000 (97.05%), error:       999.89893, best error:       952.69843 on epoch:    58, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 58.9841194153s, input_fired_time: 0.8257737160, output_fired_time: 0.5260324478, propagate_forward_time: 23.2478771210, propagate_backward_time: 32.6257781982, weight_update_time: 0.0778424293, other_time: 1.7586593628
epoch time: 4.9820528030s, input_fired_time: 0.0844911337, output_fired_time: 0.0000000000, propagate_forward_time: 4.5966453552, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3009161949
validation[          , genome  5662] predictions:    9606/  10000 (96.06%), best:    9705/10000 (97.05%), error:      1361.38843, best error:       952.69843 on epoch:    58, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 58.4789619446s, input_fired_time: 0.8275433183, output_fired_time: 0.5210418105, propagate_forward_time: 23.0458087921, propagate_backward_time: 32.3351402283, weight_update_time: 0.0778672546, other_time: 1.7494239807
epoch time: 4.9814033508s, input_fired_time: 0.0863017961, output_fired_time: 0.0000000000, propagate_forward_time: 4.5950131416, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3000884056
validation[          , genome  5662] predictions:    9651/  10000 (96.51%), best:    9705/10000 (97.05%), error:      1097.64795, best error:       952.69843 on epoch:    58, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 58.7709503174s, input_fired_time: 0.8292141557, output_fired_time: 0.5243673921, propagate_forward_time: 23.1705150604, propagate_backward_time: 32.4916992188, weight_update_time: 0.0784273073, other_time: 1.7551498413
epoch time: 5.6602435112s, input_fired_time: 0.0944575369, output_fired_time: 0.0000000000, propagate_forward_time: 5.2373161316, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3284697533
validation[          , genome  5662] predictions:    9701/  10000 (97.01%), best:    9705/10000 (97.05%), error:       974.29803, best error:       952.69843 on epoch:    58, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 59.7122612000s, input_fired_time: 0.8370527625, output_fired_time: 0.5310595632, propagate_forward_time: 23.6015281677, propagate_backward_time: 32.9928970337, weight_update_time: 0.0787226856, other_time: 1.7497253418
epoch time: 5.2246747017s, input_fired_time: 0.0892065912, output_fired_time: 0.0000000000, propagate_forward_time: 4.8227863312, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3126816750
validation[          , genome  5662] predictions:    9629/  10000 (96.29%), best:    9705/10000 (97.05%), error:      1223.00269, best error:       952.69843 on epoch:    58, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 60.1020927429s, input_fired_time: 0.8404861689, output_fired_time: 0.5391086340, propagate_forward_time: 23.6935138702, propagate_backward_time: 33.2496795654, weight_update_time: 0.0788534060, other_time: 1.7793045044
epoch time: 5.2027649879s, input_fired_time: 0.0920235515, output_fired_time: 0.0000000000, propagate_forward_time: 4.7944073677, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3163342476
validation[          , genome  5662] predictions:    9618/  10000 (96.18%), best:    9705/10000 (97.05%), error:      1187.90234, best error:       952.69843 on epoch:    58, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 58.3088569641s, input_fired_time: 0.8186679482, output_fired_time: 0.5195404887, propagate_forward_time: 22.9810619354, propagate_backward_time: 32.2679862976, weight_update_time: 0.0769720748, other_time: 1.7215995789
epoch time: 4.9796271324s, input_fired_time: 0.0849697962, output_fired_time: 0.0000000000, propagate_forward_time: 4.5950989723, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2995581627
validation[          , genome  5662] predictions:    9665/  10000 (96.65%), best:    9705/10000 (97.05%), error:      1099.35742, best error:       952.69843 on epoch:    58, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 59.0752639771s, input_fired_time: 0.8270335793, output_fired_time: 0.5236952305, propagate_forward_time: 23.3010635376, propagate_backward_time: 32.6987419128, weight_update_time: 0.0755152255, other_time: 1.7247276306
epoch time: 5.0282206535s, input_fired_time: 0.0847412869, output_fired_time: 0.0000000000, propagate_forward_time: 4.6476569176, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2958226204
validation[          , genome  5662] predictions:    9670/  10000 (96.70%), best:    9705/10000 (97.05%), error:      1132.20581, best error:       952.69843 on epoch:    58, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 59.2101135254s, input_fired_time: 0.8330370784, output_fired_time: 0.5279807448, propagate_forward_time: 23.3164787292, propagate_backward_time: 32.8165626526, weight_update_time: 0.0767902508, other_time: 1.7160530090
epoch time: 4.9802412987s, input_fired_time: 0.0860344172, output_fired_time: 0.0000000000, propagate_forward_time: 4.5945591927, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2996478081
validation[          , genome  5662] predictions:    9699/  10000 (96.99%), best:    9705/10000 (97.05%), error:       989.66644, best error:       952.69843 on epoch:    58, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 59.7394142151s, input_fired_time: 0.8396544456, output_fired_time: 0.5292934775, propagate_forward_time: 23.6054592133, propagate_backward_time: 33.0640335083, weight_update_time: 0.0737997219, other_time: 1.7009735107
epoch time: 4.9897594452s, input_fired_time: 0.0869329050, output_fired_time: 0.0000000000, propagate_forward_time: 4.6017251015, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3011012077
validation[          , genome  5662] predictions:    9697/  10000 (96.97%), best:    9705/10000 (97.05%), error:       992.75244, best error:       952.69843 on epoch:    58, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 59.2477149963s, input_fired_time: 0.8383809328, output_fired_time: 0.5275512934, propagate_forward_time: 23.3478164673, propagate_backward_time: 32.7530136108, weight_update_time: 0.0784560740, other_time: 1.7809524536
epoch time: 4.9904189110s, input_fired_time: 0.0864159614, output_fired_time: 0.0000000000, propagate_forward_time: 4.5997171402, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3042860031
validation[          , genome  5662] predictions:    9679/  10000 (96.79%), best:    9705/10000 (97.05%), error:       966.18549, best error:       952.69843 on epoch:    58, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 59.5673599243s, input_fired_time: 0.8374481201, output_fired_time: 0.5293141603, propagate_forward_time: 23.4730892181, propagate_backward_time: 32.9527091980, weight_update_time: 0.0784087405, other_time: 1.7747993469
epoch time: 5.0318403244s, input_fired_time: 0.0910310522, output_fired_time: 0.0000000000, propagate_forward_time: 4.6327023506, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3081068993
validation[          , genome  5662] predictions:    9696/  10000 (96.96%), best:    9705/10000 (97.05%), error:       979.51898, best error:       952.69843 on epoch:    58, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 58.5975837708s, input_fired_time: 0.8312895894, output_fired_time: 0.5226733088, propagate_forward_time: 23.0751228333, propagate_backward_time: 32.4152526855, weight_update_time: 0.0772214234, other_time: 1.7532424927
epoch time: 4.9828114510s, input_fired_time: 0.0892764553, output_fired_time: 0.0000000000, propagate_forward_time: 4.5939397812, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2995953560
validation[          , genome  5662] predictions:    9659/  10000 (96.59%), best:    9705/10000 (97.05%), error:      1108.59583, best error:       952.69843 on epoch:    58, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 58.6571540833s, input_fired_time: 0.8342178464, output_fired_time: 0.5241234899, propagate_forward_time: 23.1218090057, propagate_backward_time: 32.4434318542, weight_update_time: 0.0775457174, other_time: 1.7335700989
epoch time: 4.9785919189s, input_fired_time: 0.0850004926, output_fired_time: 0.0000000000, propagate_forward_time: 4.5960969925, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2974944115
validation[          , genome  5662] predictions:    9707/  10000 (97.07%), best:    9705/10000 (97.05%), error:       977.16339, best error:       952.69843 on epoch:    58, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 58.4418983459s, input_fired_time: 0.8271886706, output_fired_time: 0.5222708583, propagate_forward_time: 23.0183887482, propagate_backward_time: 32.3606643677, weight_update_time: 0.0773840770, other_time: 1.7133865356
epoch time: 4.9830074310s, input_fired_time: 0.0875536650, output_fired_time: 0.0000000000, propagate_forward_time: 4.5959205627, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2995333672
validation[          , genome  5662] predictions:    9662/  10000 (96.62%), best:    9705/10000 (97.05%), error:      1087.83618, best error:       952.69843 on epoch:    58, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 58.4086647034s, input_fired_time: 0.8317326903, output_fired_time: 0.5221754313, propagate_forward_time: 22.9987945557, propagate_backward_time: 32.3244247437, weight_update_time: 0.0781645179, other_time: 1.7315368652
epoch time: 4.9856371880s, input_fired_time: 0.0872642249, output_fired_time: 0.0000000000, propagate_forward_time: 4.5973954201, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3009777069
validation[          , genome  5662] predictions:    9700/  10000 (97.00%), best:    9705/10000 (97.05%), error:      1013.81470, best error:       952.69843 on epoch:    58, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 58.3672142029s, input_fired_time: 0.8326559067, output_fired_time: 0.5216839314, propagate_forward_time: 22.9907913208, propagate_backward_time: 32.2962646484, weight_update_time: 0.0781364739, other_time: 1.7258186340
epoch time: 4.9777879715s, input_fired_time: 0.0878286511, output_fired_time: 0.0000000000, propagate_forward_time: 4.5914683342, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2984910011
validation[          , genome  5662] predictions:    9659/  10000 (96.59%), best:    9705/10000 (97.05%), error:      1163.00305, best error:       952.69843 on epoch:    58, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 58.3625564575s, input_fired_time: 0.8315641880, output_fired_time: 0.5212101936, propagate_forward_time: 22.9873676300, propagate_backward_time: 32.2914047241, weight_update_time: 0.0781644732, other_time: 1.7310104370
epoch time: 4.9791641235s, input_fired_time: 0.0898341537, output_fired_time: 0.0000000000, propagate_forward_time: 4.5913357735, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2979941368
validation[          , genome  5662] predictions:    9679/  10000 (96.79%), best:    9705/10000 (97.05%), error:      1061.55786, best error:       952.69843 on epoch:    58, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 58.4040069580s, input_fired_time: 0.8314747214, output_fired_time: 0.5216542482, propagate_forward_time: 23.0040645599, propagate_backward_time: 32.3156509399, weight_update_time: 0.0781078860, other_time: 1.7311630249
epoch time: 4.9781427383s, input_fired_time: 0.0875239149, output_fired_time: 0.0000000000, propagate_forward_time: 4.5923132896, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2983055115
validation[          , genome  5662] predictions:    9688/  10000 (96.88%), best:    9705/10000 (97.05%), error:      1003.45502, best error:       952.69843 on epoch:    58, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 58.3416595459s, input_fired_time: 0.8295646310, output_fired_time: 0.5213483572, propagate_forward_time: 22.9922771454, propagate_backward_time: 32.2805519104, weight_update_time: 0.0780996978, other_time: 1.7179222107
epoch time: 4.9791188240s, input_fired_time: 0.0873743519, output_fired_time: 0.0000000000, propagate_forward_time: 4.5930528641, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2986917496
validation[          , genome  5662] predictions:    9684/  10000 (96.84%), best:    9705/10000 (97.05%), error:       985.43396, best error:       952.69843 on epoch:    58, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 58.8129539490s, input_fired_time: 0.8310389519, output_fired_time: 0.5244179964, propagate_forward_time: 23.1310081482, propagate_backward_time: 32.6020584106, weight_update_time: 0.0770224407, other_time: 1.7244300842
epoch time: 4.9855923653s, input_fired_time: 0.0905779824, output_fired_time: 0.0000000000, propagate_forward_time: 4.5922574997, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3027567863
validation[          , genome  5662] predictions:    9658/  10000 (96.58%), best:    9705/10000 (97.05%), error:      1071.89746, best error:       952.69843 on epoch:    58, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 60.1824836731s, input_fired_time: 0.8437444568, output_fired_time: 0.5344176292, propagate_forward_time: 23.7810764313, propagate_backward_time: 33.2504158020, weight_update_time: 0.0790068954, other_time: 1.7728309631
epoch time: 5.2276973724s, input_fired_time: 0.0936925486, output_fired_time: 0.0000000000, propagate_forward_time: 4.8224000931, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3116044998
validation[          , genome  5662] predictions:    9651/  10000 (96.51%), best:    9705/10000 (97.05%), error:      1122.03442, best error:       952.69843 on epoch:    58, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 59.3839683533s, input_fired_time: 0.8359180093, output_fired_time: 0.5289246440, propagate_forward_time: 23.4158821106, propagate_backward_time: 32.8506546021, weight_update_time: 0.0781581923, other_time: 1.7525901794
epoch time: 5.4024424553s, input_fired_time: 0.0939562246, output_fired_time: 0.0000000000, propagate_forward_time: 4.9898962975, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3185901642
validation[          , genome  5662] predictions:    9696/  10000 (96.96%), best:    9705/10000 (97.05%), error:       995.26019, best error:       952.69843 on epoch:    58, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 58.5167617798s, input_fired_time: 0.8314056993, output_fired_time: 0.5225471854, propagate_forward_time: 23.0377941132, propagate_backward_time: 32.3788375854, weight_update_time: 0.0783281475, other_time: 1.7461776733
epoch time: 4.9801201820s, input_fired_time: 0.0878431797, output_fired_time: 0.0000000000, propagate_forward_time: 4.5943536758, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2979230881
validation[          , genome  5662] predictions:    9649/  10000 (96.49%), best:    9705/10000 (97.05%), error:      1158.06824, best error:       952.69843 on epoch:    58, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 58.9399185181s, input_fired_time: 0.8368632197, output_fired_time: 0.5250161290, propagate_forward_time: 23.2500171661, propagate_backward_time: 32.5905494690, weight_update_time: 0.0778219849, other_time: 1.7374687195
epoch time: 5.4592318535s, input_fired_time: 0.0946163982, output_fired_time: 0.0000000000, propagate_forward_time: 5.0431728363, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3214426041
validation[          , genome  5662] predictions:    9653/  10000 (96.53%), best:    9705/10000 (97.05%), error:      1123.45642, best error:       952.69843 on epoch:    58, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 58.8451156616s, input_fired_time: 0.8344670534, output_fired_time: 0.5249716043, propagate_forward_time: 23.2177333832, propagate_backward_time: 32.5368766785, weight_update_time: 0.0778709948, other_time: 1.7310676575
epoch time: 4.9777660370s, input_fired_time: 0.0888140649, output_fired_time: 0.0000000000, propagate_forward_time: 4.5910048485, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2979469299
validation[          , genome  5662] predictions:    9687/  10000 (96.87%), best:    9705/10000 (97.05%), error:      1053.23438, best error:       952.69843 on epoch:    58, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 58.7890090942s, input_fired_time: 0.8333266377, output_fired_time: 0.5255861878, propagate_forward_time: 23.1767616272, propagate_backward_time: 32.5374183655, weight_update_time: 0.0777701214, other_time: 1.7159156799
epoch time: 4.9746689796s, input_fired_time: 0.0871763080, output_fired_time: 0.0000000000, propagate_forward_time: 4.5908780098, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2966146469
validation[          , genome  5662] predictions:    9707/  10000 (97.07%), best:    9705/10000 (97.05%), error:       956.24841, best error:       952.69843 on epoch:    58, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 58.9705848694s, input_fired_time: 0.8364005685, output_fired_time: 0.5305682421, propagate_forward_time: 23.2481021881, propagate_backward_time: 32.6431579590, weight_update_time: 0.0778754130, other_time: 1.7123565674
epoch time: 5.1643657684s, input_fired_time: 0.0925465152, output_fired_time: 0.0000000000, propagate_forward_time: 4.7644653320, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3073539734
validation[          , genome  5662] predictions:    9677/  10000 (96.77%), best:    9705/10000 (97.05%), error:      1024.24841, best error:       952.69843 on epoch:    58, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 58.7843551636s, input_fired_time: 0.8382105231, output_fired_time: 0.5257150531, propagate_forward_time: 23.1500415802, propagate_backward_time: 32.5636215210, weight_update_time: 0.0776685402, other_time: 1.7067642212
epoch time: 5.0244822502s, input_fired_time: 0.0881038383, output_fired_time: 0.0000000000, propagate_forward_time: 4.6389551163, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2974233627
validation[          , genome  5662] predictions:    9670/  10000 (96.70%), best:    9705/10000 (97.05%), error:      1052.50769, best error:       952.69843 on epoch:    58, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 58.6493644714s, input_fired_time: 0.8390833139, output_fired_time: 0.5284182429, propagate_forward_time: 23.0938396454, propagate_backward_time: 32.4776573181, weight_update_time: 0.0774802864, other_time: 1.7103614807
epoch time: 4.9774708748s, input_fired_time: 0.0868659988, output_fired_time: 0.0000000000, propagate_forward_time: 4.5922594070, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2983455658
validation[          , genome  5662] predictions:    9694/  10000 (96.94%), best:    9705/10000 (97.05%), error:      1028.11414, best error:       952.69843 on epoch:    58, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 58.4959526062s, input_fired_time: 0.8348199129, output_fired_time: 0.5245544910, propagate_forward_time: 23.0242557526, propagate_backward_time: 32.4004402161, weight_update_time: 0.0777796209, other_time: 1.7118797302
epoch time: 5.2221975327s, input_fired_time: 0.0916682184, output_fired_time: 0.0000000000, propagate_forward_time: 4.8197069168, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3108224869
validation[          , genome  5662] predictions:    9713/  10000 (97.13%), best:    9713/10000 (97.13%), error:       943.68842, best error:       943.68842 on epoch:    89, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 59.4469451904s, input_fired_time: 0.8491907716, output_fired_time: 0.5308171511, propagate_forward_time: 23.4267539978, propagate_backward_time: 32.8808860779, weight_update_time: 0.0782355592, other_time: 1.7592964172
epoch time: 4.9800882339s, input_fired_time: 0.0882900879, output_fired_time: 0.0000000000, propagate_forward_time: 4.5929069519, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2988910675
validation[          , genome  5662] predictions:    9695/  10000 (96.95%), best:    9713/10000 (97.13%), error:      1053.76941, best error:       943.68842 on epoch:    89, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 59.7349891663s, input_fired_time: 0.8535341620, output_fired_time: 0.5318812728, propagate_forward_time: 23.5675735474, propagate_backward_time: 33.0144729614, weight_update_time: 0.0785812438, other_time: 1.7675285339
epoch time: 4.9813222885s, input_fired_time: 0.0897008106, output_fired_time: 0.0000000000, propagate_forward_time: 4.5930957794, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2985258102
validation[          , genome  5662] predictions:    9700/  10000 (97.00%), best:    9713/10000 (97.13%), error:       974.34296, best error:       943.68842 on epoch:    89, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 58.6354522705s, input_fired_time: 0.8441833854, output_fired_time: 0.5232455730, propagate_forward_time: 23.0809936523, propagate_backward_time: 32.4557075500, weight_update_time: 0.0773762763, other_time: 1.7313194275
epoch time: 4.9841923714s, input_fired_time: 0.0914863124, output_fired_time: 0.0000000000, propagate_forward_time: 4.5941052437, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2986006737
validation[          , genome  5662] predictions:    9634/  10000 (96.34%), best:    9713/10000 (97.13%), error:      1149.61816, best error:       943.68842 on epoch:    89, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 58.9707031250s, input_fired_time: 0.8474175930, output_fired_time: 0.5265789628, propagate_forward_time: 23.2230052948, propagate_backward_time: 32.6290702820, weight_update_time: 0.0779599771, other_time: 1.7446327209
epoch time: 4.9913864136s, input_fired_time: 0.0909410864, output_fired_time: 0.0000000000, propagate_forward_time: 4.5982031822, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3022422791
validation[          , genome  5662] predictions:    9685/  10000 (96.85%), best:    9713/10000 (97.13%), error:       995.13452, best error:       943.68842 on epoch:    89, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 58.3953514099s, input_fired_time: 0.8347772956, output_fired_time: 0.5213403106, propagate_forward_time: 23.0032825470, propagate_backward_time: 32.3127975464, weight_update_time: 0.0771377832, other_time: 1.7231521606
epoch time: 4.9923014641s, input_fired_time: 0.0920187011, output_fired_time: 0.0000000000, propagate_forward_time: 4.5994176865, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3008651733
validation[          , genome  5662] predictions:    9669/  10000 (96.69%), best:    9713/10000 (97.13%), error:      1048.60120, best error:       943.68842 on epoch:    89, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 58.5844917297s, input_fired_time: 0.8415629864, output_fired_time: 0.5220745802, propagate_forward_time: 23.0963096619, propagate_backward_time: 32.4058761597, weight_update_time: 0.0772485510, other_time: 1.7186660767
epoch time: 4.9858293533s, input_fired_time: 0.0896677524, output_fired_time: 0.0000000000, propagate_forward_time: 4.5981779099, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2979836464
validation[          , genome  5662] predictions:    9689/  10000 (96.89%), best:    9713/10000 (97.13%), error:       999.27686, best error:       943.68842 on epoch:    89, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 58.3552360535s, input_fired_time: 0.8434048891, output_fired_time: 0.5210220814, propagate_forward_time: 22.9842948914, propagate_backward_time: 32.2885780334, weight_update_time: 0.0774629265, other_time: 1.7179336548
epoch time: 4.9817833900s, input_fired_time: 0.0902347565, output_fired_time: 0.0000000000, propagate_forward_time: 4.5945386887, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2970099449
validation[          , genome  5662] predictions:    9679/  10000 (96.79%), best:    9713/10000 (97.13%), error:      1087.23889, best error:       943.68842 on epoch:    89, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 58.4041900635s, input_fired_time: 0.8438065648, output_fired_time: 0.5209820271, propagate_forward_time: 23.0051670074, propagate_backward_time: 32.3103179932, weight_update_time: 0.0774573162, other_time: 1.7239151001
epoch time: 4.9835433960s, input_fired_time: 0.0905979723, output_fired_time: 0.0000000000, propagate_forward_time: 4.5953607559, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2975845337
validation[          , genome  5662] predictions:    9667/  10000 (96.67%), best:    9713/10000 (97.13%), error:      1122.93384, best error:       943.68842 on epoch:    89, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 58.4468193054s, input_fired_time: 0.8432214260, output_fired_time: 0.5208916068, propagate_forward_time: 23.0241661072, propagate_backward_time: 32.3455581665, weight_update_time: 0.0774893239, other_time: 1.7129821777
epoch time: 4.9829983711s, input_fired_time: 0.0899106339, output_fired_time: 0.0000000000, propagate_forward_time: 4.5957574844, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2973303795
validation[          , genome  5662] predictions:    9671/  10000 (96.71%), best:    9713/10000 (97.13%), error:      1043.94800, best error:       943.68842 on epoch:    89, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 58.3960189819s, input_fired_time: 0.8458479643, output_fired_time: 0.5209375024, propagate_forward_time: 23.0020847321, propagate_backward_time: 32.3060607910, weight_update_time: 0.0775643960, other_time: 1.7210845947
epoch time: 4.9841904640s, input_fired_time: 0.0880133808, output_fired_time: 0.0000000000, propagate_forward_time: 4.5984754562, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2977018356
validation[          , genome  5662] predictions:    9673/  10000 (96.73%), best:    9713/10000 (97.13%), error:      1089.57727, best error:       943.68842 on epoch:    89, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 59.9220695496s, input_fired_time: 0.8537327647, output_fired_time: 0.5325868726, propagate_forward_time: 23.6730117798, propagate_backward_time: 33.0980224609, weight_update_time: 0.0784617215, other_time: 1.7647171021
epoch time: 4.9861135483s, input_fired_time: 0.0892085359, output_fired_time: 0.0000000000, propagate_forward_time: 4.5955595970, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3013453484
validation[          , genome  5662] predictions:    9657/  10000 (96.57%), best:    9713/10000 (97.13%), error:      1132.21252, best error:       943.68842 on epoch:    89, 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: 25.9773006439s, input_fired_time: 0.4662963748, output_fired_time: 0.0000000000, propagate_forward_time: 23.9267005920, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5843029022
best training[          , genome  5662] predictions:   49485/  50000 (98.97%), best:    9713/10000 (97.13%), error:      2059.35596, best error:       943.68842 on epoch:    89, 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: 5.0205187798s, input_fired_time: 0.0900213644, output_fired_time: 0.0000000000, propagate_forward_time: 4.6239805222, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3065171242
   testing[          , genome  5662] predictions:    9732/  10000 (97.32%), best:    9713/10000 (97.13%), error:       851.46759, best error:       943.68842 on epoch:    89, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
23:16:21 (4294): called boinc_finish(0)

</stderr_txt>
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