Nameexact_genome_1512568488_45_7102_0
Workunit2606709
Created7 Dec 2017, 23:49:15 UTC
Sent7 Dec 2017, 23:52:36 UTC
Report deadline21 Dec 2017, 15:22:08 UTC
Received8 Dec 2017, 19:21:41 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID64142
Run time8 hours 35 min 16 sec
CPU time6 hours 44 min 15 sec
Validate stateValid
Credit3,411.38
Device peak FLOPS3.08 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size158.74 MB
Peak swap size161.71 MB
Peak disk usage2.70 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 210.6469268799s, input_fired_time: 2.4392616749, output_fired_time: 1.9653863907, propagate_forward_time: 78.7229766846, propagate_backward_time: 124.0236206055, weight_update_time: 0.1870804131, other_time: 3.4956817627
epoch time: 17.3342189789s, input_fired_time: 0.2948256433, output_fired_time: 0.0000000000, propagate_forward_time: 16.3827152252, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6566772461
validation[          , genome  7102] predictions:    9755/  10000 (97.55%), best:    9802/10000 (98.02%), error:       860.29761, best error:       776.36572 on epoch:    14, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 209.8479309082s, input_fired_time: 2.2631392479, output_fired_time: 2.0159544945, propagate_forward_time: 78.7337188721, propagate_backward_time: 123.3233642578, weight_update_time: 0.1886975020, other_time: 3.5117492676
epoch time: 16.9298439026s, input_fired_time: 0.2878424525, output_fired_time: 0.0000000000, propagate_forward_time: 15.9956932068, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6463088989
validation[          , genome  7102] predictions:    9761/  10000 (97.61%), best:    9802/10000 (98.02%), error:       790.60223, best error:       776.36572 on epoch:    14, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 217.1345672607s, input_fired_time: 2.3051576614, output_fired_time: 2.0358047485, propagate_forward_time: 81.8416748047, propagate_backward_time: 127.3839340210, weight_update_time: 0.1941503733, other_time: 3.5680007935
epoch time: 17.1284389496s, input_fired_time: 0.3246430755, output_fired_time: 0.0000000000, propagate_forward_time: 16.1349945068, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6688022614
validation[          , genome  7102] predictions:    9749/  10000 (97.49%), best:    9802/10000 (98.02%), error:       813.15527, best error:       776.36572 on epoch:    14, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 218.1322784424s, input_fired_time: 2.2791860104, output_fired_time: 2.0623714924, propagate_forward_time: 81.4460372925, propagate_backward_time: 128.7204284668, weight_update_time: 0.1896594763, other_time: 3.6242370605
epoch time: 17.9782485962s, input_fired_time: 0.2905966043, output_fired_time: 0.0000000000, propagate_forward_time: 16.9375667572, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7500858307
validation[          , genome  7102] predictions:    9777/  10000 (97.77%), best:    9777/10000 (97.77%), error:       742.75122, best error:       742.75122 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 216.3424530029s, input_fired_time: 2.3886542320, output_fired_time: 2.1239967346, propagate_forward_time: 81.1335525513, propagate_backward_time: 127.1457290649, weight_update_time: 0.1911202669, other_time: 3.5505294800
epoch time: 17.6883754730s, input_fired_time: 0.2953146994, output_fired_time: 0.0000000000, propagate_forward_time: 16.7270145416, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6660461426
validation[          , genome  7102] predictions:    9771/  10000 (97.71%), best:    9777/10000 (97.77%), error:       745.96729, best error:       742.75122 on epoch:    18, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 215.0619506836s, input_fired_time: 2.4898047447, output_fired_time: 2.0623936653, propagate_forward_time: 81.1363983154, propagate_backward_time: 125.7129135132, weight_update_time: 0.1912374943, other_time: 3.6604385376
epoch time: 16.7829971313s, input_fired_time: 0.2833610177, output_fired_time: 0.0000000000, propagate_forward_time: 15.8605709076, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6390647888
validation[          , genome  7102] predictions:    9739/  10000 (97.39%), best:    9777/10000 (97.77%), error:       816.11230, best error:       742.75122 on epoch:    18, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 360.3816833496s, input_fired_time: 3.4732549191, output_fired_time: 3.1974289417, propagate_forward_time: 134.8395385742, propagate_backward_time: 212.8069610596, weight_update_time: 0.2690538168, other_time: 6.0644989014
epoch time: 27.1797046661s, input_fired_time: 0.3148140013, output_fired_time: 0.0000000000, propagate_forward_time: 25.2550144196, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6098766327
validation[          , genome  7102] predictions:    9758/  10000 (97.58%), best:    9777/10000 (97.77%), error:       783.01788, best error:       742.75122 on epoch:    18, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 388.5106201172s, input_fired_time: 4.2610855103, output_fired_time: 3.0379450321, propagate_forward_time: 145.8007202148, propagate_backward_time: 229.3456420898, weight_update_time: 0.2124426514, other_time: 6.0652465820
epoch time: 36.4719467163s, input_fired_time: 0.9563338757, output_fired_time: 0.0000000000, propagate_forward_time: 33.5134315491, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0021820068
validation[          , genome  7102] predictions:    9702/  10000 (97.02%), best:    9777/10000 (97.77%), error:       930.09344, best error:       742.75122 on epoch:    18, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 229.6212768555s, input_fired_time: 2.9306631088, output_fired_time: 2.0236883163, propagate_forward_time: 86.5395278931, propagate_backward_time: 134.4570770264, weight_update_time: 0.1907992214, other_time: 3.6703338623
epoch time: 16.7195587158s, input_fired_time: 0.2864636481, output_fired_time: 0.0000000000, propagate_forward_time: 15.7914581299, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6416378021
validation[          , genome  7102] predictions:    9791/  10000 (97.91%), best:    9791/10000 (97.91%), error:       734.64044, best error:       734.64044 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 216.0912628174s, input_fired_time: 2.3401024342, output_fired_time: 1.9875262976, propagate_forward_time: 81.1245269775, propagate_backward_time: 127.0395202637, weight_update_time: 0.1891029179, other_time: 3.5995788574
epoch time: 16.7959289551s, input_fired_time: 0.2733767927, output_fired_time: 0.0000000000, propagate_forward_time: 15.9097471237, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6128053665
validation[          , genome  7102] predictions:    9792/  10000 (97.92%), best:    9791/10000 (97.91%), error:       743.08807, best error:       734.64044 on epoch:    23, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 216.1354064941s, input_fired_time: 2.3518891335, output_fired_time: 2.0052864552, propagate_forward_time: 81.0948181152, propagate_backward_time: 127.0878372192, weight_update_time: 0.1914162040, other_time: 3.5955886841
epoch time: 17.4108963013s, input_fired_time: 0.2775336802, output_fired_time: 0.0000000000, propagate_forward_time: 16.5086994171, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6246623993
validation[          , genome  7102] predictions:    9748/  10000 (97.48%), best:    9791/10000 (97.91%), error:       812.68585, best error:       734.64044 on epoch:    23, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 213.9103851318s, input_fired_time: 2.4932012558, output_fired_time: 1.9827142954, propagate_forward_time: 80.5190048218, propagate_backward_time: 125.4066009521, weight_update_time: 0.1878460348, other_time: 3.5088653564
epoch time: 17.2022972107s, input_fired_time: 0.2855200469, output_fired_time: 0.0000000000, propagate_forward_time: 16.2768115997, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6399650574
validation[          , genome  7102] predictions:    9795/  10000 (97.95%), best:    9795/10000 (97.95%), error:       676.58264, best error:       676.58264 on epoch:    26, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 217.3399200439s, input_fired_time: 2.4684321880, output_fired_time: 2.0168268681, propagate_forward_time: 81.6393966675, propagate_backward_time: 127.5393524170, weight_update_time: 0.1908263713, other_time: 3.6759185791
epoch time: 19.0537300110s, input_fired_time: 0.4297092259, output_fired_time: 0.0000000000, propagate_forward_time: 17.8853759766, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7386455536
validation[          , genome  7102] predictions:    9726/  10000 (97.26%), best:    9795/10000 (97.95%), error:       916.88501, best error:       676.58264 on epoch:    26, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 215.6927490234s, input_fired_time: 2.3248982430, output_fired_time: 1.9707956314, propagate_forward_time: 81.0330352783, propagate_backward_time: 126.6853408813, weight_update_time: 0.2349094450, other_time: 3.6786727905
epoch time: 17.4623279572s, input_fired_time: 0.3358068168, output_fired_time: 0.0000000000, propagate_forward_time: 16.4801406860, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6463813782
validation[          , genome  7102] predictions:    9735/  10000 (97.35%), best:    9795/10000 (97.95%), error:       832.84119, best error:       676.58264 on epoch:    26, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 319.0122985840s, input_fired_time: 3.3221523762, output_fired_time: 2.9006192684, propagate_forward_time: 121.1998062134, propagate_backward_time: 186.6558685303, weight_update_time: 0.1986758560, other_time: 4.9338836670
epoch time: 40.3869361877s, input_fired_time: 0.3631336689, output_fired_time: 0.0000000000, propagate_forward_time: 38.3516578674, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6721458435
validation[          , genome  7102] predictions:    9759/  10000 (97.59%), best:    9795/10000 (97.95%), error:       802.43292, best error:       676.58264 on epoch:    26, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 404.7130432129s, input_fired_time: 5.4664678574, output_fired_time: 3.5655748844, propagate_forward_time: 152.3688049316, propagate_backward_time: 236.4730224609, weight_update_time: 0.3060218096, other_time: 6.8391723633
epoch time: 29.3246021271s, input_fired_time: 0.6303356886, output_fired_time: 0.0000000000, propagate_forward_time: 27.8964614868, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7978057861
validation[          , genome  7102] predictions:    9792/  10000 (97.92%), best:    9795/10000 (97.95%), error:       731.30322, best error:       676.58264 on epoch:    26, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 328.4924926758s, input_fired_time: 4.0627703667, output_fired_time: 3.5951950550, propagate_forward_time: 122.9683837891, propagate_backward_time: 192.2668304443, weight_update_time: 0.2122808546, other_time: 5.5993194580
epoch time: 25.9224815369s, input_fired_time: 0.3190248311, output_fired_time: 0.0000000000, propagate_forward_time: 24.6379146576, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9655418396
validation[          , genome  7102] predictions:    9718/  10000 (97.18%), best:    9795/10000 (97.95%), error:       891.53943, best error:       676.58264 on epoch:    26, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 328.1651611328s, input_fired_time: 3.5957052708, output_fired_time: 3.3287281990, propagate_forward_time: 125.3499984741, propagate_backward_time: 191.1973266602, weight_update_time: 0.2118768692, other_time: 4.6933898926
epoch time: 25.8273410797s, input_fired_time: 0.8177836537, output_fired_time: 0.0000000000, propagate_forward_time: 24.0567703247, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9527873993
validation[          , genome  7102] predictions:    9809/  10000 (98.09%), best:    9809/10000 (98.09%), error:       655.11334, best error:       655.11334 on epoch:    32, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 341.5487976074s, input_fired_time: 3.2283086777, output_fired_time: 3.3133904934, propagate_forward_time: 129.3527984619, propagate_backward_time: 199.3672790527, weight_update_time: 0.2277460843, other_time: 6.2870330811
epoch time: 27.6915206909s, input_fired_time: 1.0681725740, output_fired_time: 0.0000000000, propagate_forward_time: 25.6411113739, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9822368622
validation[          , genome  7102] predictions:    9741/  10000 (97.41%), best:    9809/10000 (98.09%), error:       888.07135, best error:       655.11334 on epoch:    32, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 356.1618652344s, input_fired_time: 4.1777887344, output_fired_time: 4.0316905975, propagate_forward_time: 136.4337615967, propagate_backward_time: 205.3726654053, weight_update_time: 0.4621034563, other_time: 6.1459655762
epoch time: 25.7137565613s, input_fired_time: 0.3270080090, output_fired_time: 0.0000000000, propagate_forward_time: 24.4190750122, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9676742554
validation[          , genome  7102] predictions:    9784/  10000 (97.84%), best:    9809/10000 (98.09%), error:       715.01263, best error:       655.11334 on epoch:    32, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 349.9656372070s, input_fired_time: 3.7897269726, output_fired_time: 3.0407984257, propagate_forward_time: 132.7483978271, propagate_backward_time: 205.0071411133, weight_update_time: 0.4616367817, other_time: 5.3795623779
epoch time: 31.3875808716s, input_fired_time: 0.6145616174, output_fired_time: 0.0000000000, propagate_forward_time: 29.7224330902, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0505867004
validation[          , genome  7102] predictions:    9794/  10000 (97.94%), best:    9809/10000 (98.09%), error:       736.78174, best error:       655.11334 on epoch:    32, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 410.2651672363s, input_fired_time: 3.5684177876, output_fired_time: 4.0642075539, propagate_forward_time: 155.4258728027, propagate_backward_time: 241.9016113281, weight_update_time: 0.2124365121, other_time: 5.3050537109
epoch time: 36.8614807129s, input_fired_time: 0.7559520602, output_fired_time: 0.0000000000, propagate_forward_time: 34.6533660889, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4521636963
validation[          , genome  7102] predictions:    9784/  10000 (97.84%), best:    9809/10000 (98.09%), error:       704.46436, best error:       655.11334 on epoch:    32, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 300.1357727051s, input_fired_time: 3.0012867451, output_fired_time: 2.5275268555, propagate_forward_time: 114.9203262329, propagate_backward_time: 174.9799957275, weight_update_time: 0.2634501755, other_time: 4.7066497803
epoch time: 17.7311248779s, input_fired_time: 0.3021818399, output_fired_time: 0.0000000000, propagate_forward_time: 16.7640724182, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6648712158
validation[          , genome  7102] predictions:    9772/  10000 (97.72%), best:    9809/10000 (98.09%), error:       747.43787, best error:       655.11334 on epoch:    32, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 214.8568115234s, input_fired_time: 2.2991416454, output_fired_time: 2.0059885979, propagate_forward_time: 81.1395187378, propagate_backward_time: 125.8437728882, weight_update_time: 0.1902472079, other_time: 3.5683975220
epoch time: 19.0701141357s, input_fired_time: 0.2888036370, output_fired_time: 0.0000000000, propagate_forward_time: 18.1369552612, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6443557739
validation[          , genome  7102] predictions:    9742/  10000 (97.42%), best:    9809/10000 (98.09%), error:       797.15479, best error:       655.11334 on epoch:    32, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 224.8641204834s, input_fired_time: 2.4771738052, output_fired_time: 2.0739951134, propagate_forward_time: 84.5102310181, propagate_backward_time: 132.0731048584, weight_update_time: 0.1961496770, other_time: 3.7296295166
epoch time: 17.4482593536s, input_fired_time: 0.2962891161, output_fired_time: 0.0000000000, propagate_forward_time: 16.4939708710, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6579990387
validation[          , genome  7102] predictions:    9791/  10000 (97.91%), best:    9809/10000 (98.09%), error:       684.98364, best error:       655.11334 on epoch:    32, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 221.4077606201s, input_fired_time: 2.3298518658, output_fired_time: 2.0961401463, propagate_forward_time: 83.2225799561, propagate_backward_time: 130.0233459473, weight_update_time: 0.1935399473, other_time: 3.7358398438
epoch time: 20.1661052704s, input_fired_time: 0.3693172038, output_fired_time: 0.0000000000, propagate_forward_time: 19.1230220795, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6737651825
validation[          , genome  7102] predictions:    9764/  10000 (97.64%), best:    9809/10000 (98.09%), error:       743.01587, best error:       655.11334 on epoch:    32, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 228.9613342285s, input_fired_time: 2.3929290771, output_fired_time: 2.2565879822, propagate_forward_time: 86.1842269897, propagate_backward_time: 134.4519500732, weight_update_time: 0.1951353103, other_time: 3.6756439209
epoch time: 19.4807682037s, input_fired_time: 0.3000800014, output_fired_time: 0.0000000000, propagate_forward_time: 18.5163211823, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6643676758
validation[          , genome  7102] predictions:    9772/  10000 (97.72%), best:    9809/10000 (98.09%), error:       783.19446, best error:       655.11334 on epoch:    32, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 221.2848663330s, input_fired_time: 2.4223406315, output_fired_time: 2.1242358685, propagate_forward_time: 82.8677520752, propagate_backward_time: 130.2002258301, weight_update_time: 0.1954349279, other_time: 3.6703033447
epoch time: 18.6648540497s, input_fired_time: 0.3608926237, output_fired_time: 0.0000000000, propagate_forward_time: 17.5494976044, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7544631958
validation[          , genome  7102] predictions:    9789/  10000 (97.89%), best:    9809/10000 (98.09%), error:       743.60413, best error:       655.11334 on epoch:    32, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 215.5297241211s, input_fired_time: 2.3050529957, output_fired_time: 2.0904178619, propagate_forward_time: 80.9955215454, propagate_backward_time: 126.5930709839, weight_update_time: 0.1903999150, other_time: 3.5456619263
epoch time: 18.0320453644s, input_fired_time: 0.3873661160, output_fired_time: 0.0000000000, propagate_forward_time: 16.9983711243, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6463088989
validation[          , genome  7102] predictions:    9799/  10000 (97.99%), best:    9809/10000 (98.09%), error:       670.98444, best error:       655.11334 on epoch:    32, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 214.6655578613s, input_fired_time: 2.4016935825, output_fired_time: 1.9928139448, propagate_forward_time: 80.1434555054, propagate_backward_time: 126.4787979126, weight_update_time: 0.1892416626, other_time: 3.6487960815
epoch time: 18.9649219513s, input_fired_time: 0.3829945326, output_fired_time: 0.0000000000, propagate_forward_time: 17.8774452209, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7044830322
validation[          , genome  7102] predictions:    9806/  10000 (98.06%), best:    9806/10000 (98.06%), error:       652.10034, best error:       652.10034 on epoch:    44, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 242.1828613281s, input_fired_time: 2.8157248497, output_fired_time: 2.0972206593, propagate_forward_time: 91.0277633667, propagate_backward_time: 142.3651733398, weight_update_time: 0.1911202818, other_time: 3.8769836426
epoch time: 30.0902900696s, input_fired_time: 0.5083912611, output_fired_time: 0.0000000000, propagate_forward_time: 28.6319370270, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9499626160
validation[          , genome  7102] predictions:    9796/  10000 (97.96%), best:    9806/10000 (98.06%), error:       671.84460, best error:       652.10034 on epoch:    44, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 389.0045776367s, input_fired_time: 5.4416489601, output_fired_time: 3.4769284725, propagate_forward_time: 143.7301788330, propagate_backward_time: 228.9637145996, weight_update_time: 0.7118192911, other_time: 7.3921051025
epoch time: 40.3481712341s, input_fired_time: 1.3215725422, output_fired_time: 0.0000000000, propagate_forward_time: 37.9824752808, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0441246033
validation[          , genome  7102] predictions:    9811/  10000 (98.11%), best:    9806/10000 (98.06%), error:       667.04034, best error:       652.10034 on epoch:    44, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 455.1831359863s, input_fired_time: 4.3953957558, output_fired_time: 4.0851206779, propagate_forward_time: 174.2627410889, propagate_backward_time: 265.5881652832, weight_update_time: 0.2119254768, other_time: 6.8517150879
epoch time: 34.6062164307s, input_fired_time: 0.3195423782, output_fired_time: 0.0000000000, propagate_forward_time: 31.3326797485, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.9539947510
validation[          , genome  7102] predictions:    9776/  10000 (97.76%), best:    9806/10000 (98.06%), error:       754.92554, best error:       652.10034 on epoch:    44, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 454.5097351074s, input_fired_time: 3.6638216972, output_fired_time: 4.7645897865, propagate_forward_time: 169.4586029053, propagate_backward_time: 269.7870178223, weight_update_time: 0.3385666013, other_time: 6.8357238770
epoch time: 35.6994132996s, input_fired_time: 0.3234111369, output_fired_time: 0.0000000000, propagate_forward_time: 34.0652770996, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3107261658
validation[          , genome  7102] predictions:    9799/  10000 (97.99%), best:    9806/10000 (98.06%), error:       701.43201, best error:       652.10034 on epoch:    44, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 465.6717834473s, input_fired_time: 4.5844593048, output_fired_time: 4.1773977280, propagate_forward_time: 178.8458404541, propagate_backward_time: 271.9610900879, weight_update_time: 0.2122803777, other_time: 6.1029968262
epoch time: 26.5406665802s, input_fired_time: 0.5850452185, output_fired_time: 0.0000000000, propagate_forward_time: 25.0027122498, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9529094696
validation[          , genome  7102] predictions:    9748/  10000 (97.48%), best:    9806/10000 (98.06%), error:       820.97858, best error:       652.10034 on epoch:    44, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 531.2192382813s, input_fired_time: 5.2116594315, output_fired_time: 4.7398481369, propagate_forward_time: 205.1386108398, propagate_backward_time: 308.7522583008, weight_update_time: 0.9979349971, other_time: 7.3768310547
epoch time: 37.2712593079s, input_fired_time: 0.4310602546, output_fired_time: 0.0000000000, propagate_forward_time: 34.3729400635, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4672584534
validation[          , genome  7102] predictions:    9791/  10000 (97.91%), best:    9806/10000 (98.06%), error:       743.95447, best error:       652.10034 on epoch:    44, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 463.5437316895s, input_fired_time: 5.1365413666, output_fired_time: 4.3710861206, propagate_forward_time: 174.8702392578, propagate_backward_time: 271.6176757813, weight_update_time: 0.2062079906, other_time: 7.5481872559
epoch time: 17.4130172729s, input_fired_time: 0.2862901092, output_fired_time: 0.0000000000, propagate_forward_time: 16.4933719635, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6333560944
validation[          , genome  7102] predictions:    9788/  10000 (97.88%), best:    9806/10000 (98.06%), error:       745.26062, best error:       652.10034 on epoch:    44, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 220.5762329102s, input_fired_time: 2.4088826180, output_fired_time: 2.1211440563, propagate_forward_time: 82.4982986450, propagate_backward_time: 129.8793182373, weight_update_time: 0.1898540556, other_time: 3.6685943604
epoch time: 19.9085769653s, input_fired_time: 0.3010272086, output_fired_time: 0.0000000000, propagate_forward_time: 18.9439201355, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6636295319
validation[          , genome  7102] predictions:    9776/  10000 (97.76%), best:    9806/10000 (98.06%), error:       728.92285, best error:       652.10034 on epoch:    44, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 219.9411010742s, input_fired_time: 2.3167588711, output_fired_time: 2.0613074303, propagate_forward_time: 82.8203964233, propagate_backward_time: 129.1061553955, weight_update_time: 0.1911295056, other_time: 3.6364898682
epoch time: 17.2669696808s, input_fired_time: 0.2855441868, output_fired_time: 0.0000000000, propagate_forward_time: 16.3552169800, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6262092590
validation[          , genome  7102] predictions:    9789/  10000 (97.89%), best:    9806/10000 (98.06%), error:       692.11572, best error:       652.10034 on epoch:    44, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 214.9876403809s, input_fired_time: 2.4222366810, output_fired_time: 1.9775265455, propagate_forward_time: 80.7658615112, propagate_backward_time: 126.1801376343, weight_update_time: 0.1884843856, other_time: 3.6418838501
epoch time: 16.0769958496s, input_fired_time: 0.2770933211, output_fired_time: 0.0000000000, propagate_forward_time: 15.1829166412, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6169862747
validation[          , genome  7102] predictions:    9754/  10000 (97.54%), best:    9806/10000 (98.06%), error:       826.86505, best error:       652.10034 on epoch:    44, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 219.5664978027s, input_fired_time: 2.7377755642, output_fired_time: 2.1167244911, propagate_forward_time: 82.2645187378, propagate_backward_time: 128.7954254150, weight_update_time: 0.1909896880, other_time: 3.6520538330
epoch time: 18.5366439819s, input_fired_time: 0.3120978773, output_fired_time: 0.0000000000, propagate_forward_time: 17.5427970886, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6817493439
validation[          , genome  7102] predictions:    9793/  10000 (97.93%), best:    9806/10000 (98.06%), error:       694.89624, best error:       652.10034 on epoch:    44, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 217.5416259766s, input_fired_time: 2.5364024639, output_fired_time: 1.9944412708, propagate_forward_time: 81.6055603027, propagate_backward_time: 127.8670425415, weight_update_time: 0.1896835268, other_time: 3.5381698608
epoch time: 18.2593898773s, input_fired_time: 0.2934715450, output_fired_time: 0.0000000000, propagate_forward_time: 17.3223056793, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6436119080
validation[          , genome  7102] predictions:    9799/  10000 (97.99%), best:    9806/10000 (98.06%), error:       675.28308, best error:       652.10034 on epoch:    44, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 215.3866271973s, input_fired_time: 2.4095923901, output_fired_time: 1.9799380302, propagate_forward_time: 80.7742614746, propagate_backward_time: 126.4993896484, weight_update_time: 0.2969602048, other_time: 3.7234497070
epoch time: 16.8395786285s, input_fired_time: 0.2863833010, output_fired_time: 0.0000000000, propagate_forward_time: 15.9220409393, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6311550140
validation[          , genome  7102] predictions:    9760/  10000 (97.60%), best:    9806/10000 (98.06%), error:       751.12250, best error:       652.10034 on epoch:    44, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 215.3618011475s, input_fired_time: 2.4053099155, output_fired_time: 1.9670814276, propagate_forward_time: 80.9141769409, propagate_backward_time: 126.5895614624, weight_update_time: 0.1870124489, other_time: 3.4856643677
epoch time: 17.5290260315s, input_fired_time: 0.2910942137, output_fired_time: 0.0000000000, propagate_forward_time: 16.6024417877, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6354904175
validation[          , genome  7102] predictions:    9779/  10000 (97.79%), best:    9806/10000 (98.06%), error:       761.90790, best error:       652.10034 on epoch:    44, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 217.7635345459s, input_fired_time: 2.5715944767, output_fired_time: 2.0483641624, propagate_forward_time: 81.9653167725, propagate_backward_time: 127.3878097534, weight_update_time: 0.1863437295, other_time: 3.7904434204
epoch time: 16.8268680573s, input_fired_time: 0.2953470349, output_fired_time: 0.0000000000, propagate_forward_time: 15.8868169785, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6447038651
validation[          , genome  7102] predictions:    9809/  10000 (98.09%), best:    9806/10000 (98.06%), error:       656.01343, best error:       652.10034 on epoch:    44, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 213.3180541992s, input_fired_time: 2.5060160160, output_fired_time: 2.0726804733, propagate_forward_time: 79.5684356689, propagate_backward_time: 125.6753616333, weight_update_time: 0.1872289926, other_time: 3.4955673218
epoch time: 16.8861217499s, input_fired_time: 0.2981334031, output_fired_time: 0.0000000000, propagate_forward_time: 15.9406204224, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6473674774
validation[          , genome  7102] predictions:    9796/  10000 (97.96%), best:    9806/10000 (98.06%), error:       678.15936, best error:       652.10034 on epoch:    44, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 213.1113891602s, input_fired_time: 2.3304517269, output_fired_time: 2.0865037441, propagate_forward_time: 79.6389694214, propagate_backward_time: 125.5039215088, weight_update_time: 0.1905073225, other_time: 3.5515594482
epoch time: 17.0746650696s, input_fired_time: 0.2780959308, output_fired_time: 0.0000000000, propagate_forward_time: 16.1847686768, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6118011475
validation[          , genome  7102] predictions:    9724/  10000 (97.24%), best:    9806/10000 (98.06%), error:       911.37543, best error:       652.10034 on epoch:    44, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 224.2998352051s, input_fired_time: 2.5080201626, output_fired_time: 2.1966454983, propagate_forward_time: 83.8173904419, propagate_backward_time: 131.9438629150, weight_update_time: 0.1923592538, other_time: 3.8339080811
epoch time: 17.3856678009s, input_fired_time: 0.2940900624, output_fired_time: 0.0000000000, propagate_forward_time: 16.4012775421, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6902999878
validation[          , genome  7102] predictions:    9756/  10000 (97.56%), best:    9806/10000 (98.06%), error:       839.66919, best error:       652.10034 on epoch:    44, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 211.5197448730s, input_fired_time: 2.3508410454, output_fired_time: 1.9946777821, propagate_forward_time: 79.4226074219, propagate_backward_time: 124.1836471558, weight_update_time: 0.1887767911, other_time: 3.5679702759
epoch time: 16.7355232239s, input_fired_time: 0.2898081243, output_fired_time: 0.0000000000, propagate_forward_time: 15.7692193985, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6764955521
validation[          , genome  7102] predictions:    9793/  10000 (97.93%), best:    9806/10000 (98.06%), error:       724.72205, best error:       652.10034 on epoch:    44, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 223.7333221436s, input_fired_time: 2.3837888241, output_fired_time: 2.1309916973, propagate_forward_time: 84.0871887207, propagate_backward_time: 131.4017639160, weight_update_time: 0.2241552323, other_time: 3.7295837402
epoch time: 17.0128688812s, input_fired_time: 0.2956086695, output_fired_time: 0.0000000000, propagate_forward_time: 16.0742416382, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6430187225
validation[          , genome  7102] predictions:    9806/  10000 (98.06%), best:    9806/10000 (98.06%), error:       685.33868, best error:       652.10034 on epoch:    44, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 218.7662048340s, input_fired_time: 2.3957548141, output_fired_time: 2.1420052052, propagate_forward_time: 82.3798446655, propagate_backward_time: 128.2139434814, weight_update_time: 0.1969125420, other_time: 3.6346588135
epoch time: 16.9727191925s, input_fired_time: 0.3410063982, output_fired_time: 0.0000000000, propagate_forward_time: 15.9920625687, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6396493912
validation[          , genome  7102] predictions:    9805/  10000 (98.05%), best:    9806/10000 (98.06%), error:       662.39856, best error:       652.10034 on epoch:    44, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 212.3110809326s, input_fired_time: 2.3400249481, output_fired_time: 2.0386404991, propagate_forward_time: 79.8518905640, propagate_backward_time: 124.4772644043, weight_update_time: 0.1891807616, other_time: 3.6032714844
epoch time: 17.5403327942s, input_fired_time: 0.3035990000, output_fired_time: 0.0000000000, propagate_forward_time: 16.5781059265, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6586284637
validation[          , genome  7102] predictions:    9815/  10000 (98.15%), best:    9806/10000 (98.06%), error:       669.19434, best error:       652.10034 on epoch:    44, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 216.9635162354s, input_fired_time: 2.3879656792, output_fired_time: 2.0414140224, propagate_forward_time: 81.7983703613, propagate_backward_time: 127.1527099609, weight_update_time: 0.1929388642, other_time: 3.5830535889
epoch time: 17.6318683624s, input_fired_time: 0.2995987236, output_fired_time: 0.0000000000, propagate_forward_time: 16.6830348969, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6492347717
validation[          , genome  7102] predictions:    9768/  10000 (97.68%), best:    9806/10000 (98.06%), error:       770.08075, best error:       652.10034 on epoch:    44, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 219.1974945068s, input_fired_time: 2.4325828552, output_fired_time: 2.1537609100, propagate_forward_time: 82.0775985718, propagate_backward_time: 128.8552398682, weight_update_time: 0.1931435913, other_time: 3.6782989502
epoch time: 16.5859813690s, input_fired_time: 0.3513407111, output_fired_time: 0.0000000000, propagate_forward_time: 15.6049575806, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6296825409
validation[          , genome  7102] predictions:    9765/  10000 (97.65%), best:    9806/10000 (98.06%), error:       773.05206, best error:       652.10034 on epoch:    44, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 212.4604034424s, input_fired_time: 2.3324673176, output_fired_time: 2.0270154476, propagate_forward_time: 79.6438827515, propagate_backward_time: 124.9482879639, weight_update_time: 0.1882729679, other_time: 3.5087432861
epoch time: 18.6450195313s, input_fired_time: 0.3147382736, output_fired_time: 0.0000000000, propagate_forward_time: 17.6494712830, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6808090210
validation[          , genome  7102] predictions:    9780/  10000 (97.80%), best:    9806/10000 (98.06%), error:       717.52509, best error:       652.10034 on epoch:    44, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 221.6920013428s, input_fired_time: 2.3764226437, output_fired_time: 2.1880702972, propagate_forward_time: 83.5077896118, propagate_backward_time: 129.9218444824, weight_update_time: 0.1959995627, other_time: 3.6978759766
epoch time: 18.5898990631s, input_fired_time: 0.3532494605, output_fired_time: 0.0000000000, propagate_forward_time: 17.4637088776, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7729415894
validation[          , genome  7102] predictions:    9794/  10000 (97.94%), best:    9806/10000 (98.06%), error:       733.58600, best error:       652.10034 on epoch:    44, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 220.5453643799s, input_fired_time: 2.5299923420, output_fired_time: 2.1347026825, propagate_forward_time: 82.9194107056, propagate_backward_time: 129.2766571045, weight_update_time: 0.1950841844, other_time: 3.6845855713
epoch time: 16.7810268402s, input_fired_time: 0.2977298200, output_fired_time: 0.0000000000, propagate_forward_time: 15.8383607864, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6449365616
validation[          , genome  7102] predictions:    9742/  10000 (97.42%), best:    9806/10000 (98.06%), error:       894.55353, best error:       652.10034 on epoch:    44, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 235.2897033691s, input_fired_time: 2.6513903141, output_fired_time: 2.0608835220, propagate_forward_time: 88.8711776733, propagate_backward_time: 137.5732727051, weight_update_time: 0.1945157945, other_time: 4.1329650879
epoch time: 25.9095516205s, input_fired_time: 0.3264560699, output_fired_time: 0.0000000000, propagate_forward_time: 24.8799915314, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7031040192
validation[          , genome  7102] predictions:    9744/  10000 (97.44%), best:    9806/10000 (98.06%), error:       862.17438, best error:       652.10034 on epoch:    44, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 337.7972106934s, input_fired_time: 2.8392841816, output_fired_time: 2.8008244038, propagate_forward_time: 129.0223846436, propagate_backward_time: 197.6791534424, weight_update_time: 0.2136786431, other_time: 5.4555664063
epoch time: 26.7662982941s, input_fired_time: 0.3881662488, output_fired_time: 0.0000000000, propagate_forward_time: 25.1770038605, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2011280060
validation[          , genome  7102] predictions:    9800/  10000 (98.00%), best:    9806/10000 (98.06%), error:       694.95044, best error:       652.10034 on epoch:    44, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 339.1097106934s, input_fired_time: 3.2929775715, output_fired_time: 3.8792145252, propagate_forward_time: 129.9169464111, propagate_backward_time: 197.3693084717, weight_update_time: 0.2123519778, other_time: 4.6512756348
epoch time: 27.6005096436s, input_fired_time: 0.5769348741, output_fired_time: 0.0000000000, propagate_forward_time: 26.0720806122, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9514942169
validation[          , genome  7102] predictions:    9796/  10000 (97.96%), best:    9806/10000 (98.06%), error:       691.50745, best error:       652.10034 on epoch:    44, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 352.9015808105s, input_fired_time: 4.1838769913, output_fired_time: 3.6251242161, propagate_forward_time: 134.0144042969, propagate_backward_time: 205.9591522217, weight_update_time: 0.2118942738, other_time: 5.1190338135
epoch time: 29.6447982788s, input_fired_time: 0.5147867799, output_fired_time: 0.0000000000, propagate_forward_time: 28.4229583740, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7070522308
validation[          , genome  7102] predictions:    9778/  10000 (97.78%), best:    9806/10000 (98.06%), error:       726.92145, best error:       652.10034 on epoch:    44, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 335.1910705566s, input_fired_time: 4.5369849205, output_fired_time: 3.1147420406, propagate_forward_time: 127.0899276733, propagate_backward_time: 195.1822357178, weight_update_time: 0.4616265893, other_time: 5.2671661377
epoch time: 26.9891796112s, input_fired_time: 0.3293150961, output_fired_time: 0.0000000000, propagate_forward_time: 25.4570255280, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2028388977
validation[          , genome  7102] predictions:    9761/  10000 (97.61%), best:    9806/10000 (98.06%), error:       782.70410, best error:       652.10034 on epoch:    44, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 331.3670959473s, input_fired_time: 3.4348711967, output_fired_time: 2.6048324108, propagate_forward_time: 127.2101287842, propagate_backward_time: 193.3123321533, weight_update_time: 0.2119265199, other_time: 4.8049316406
epoch time: 26.1402835846s, input_fired_time: 0.3274779916, output_fired_time: 0.0000000000, propagate_forward_time: 25.1137332916, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6990718842
validation[          , genome  7102] predictions:    9786/  10000 (97.86%), best:    9806/10000 (98.06%), error:       755.84491, best error:       652.10034 on epoch:    44, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 331.9140319824s, input_fired_time: 4.0839872360, output_fired_time: 2.3214268684, propagate_forward_time: 127.4937133789, propagate_backward_time: 192.1915740967, weight_update_time: 0.5085793138, other_time: 5.8233184814
epoch time: 29.2171478271s, input_fired_time: 0.3889338076, output_fired_time: 0.0000000000, propagate_forward_time: 27.7182407379, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1099739075
validation[          , genome  7102] predictions:    9727/  10000 (97.27%), best:    9806/10000 (98.06%), error:       819.60150, best error:       652.10034 on epoch:    44, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 332.2990417480s, input_fired_time: 2.7369821072, output_fired_time: 4.0859827995, propagate_forward_time: 125.1463546753, propagate_backward_time: 194.0389709473, weight_update_time: 0.2114595920, other_time: 6.2907714844
epoch time: 26.5832481384s, input_fired_time: 0.8273167014, output_fired_time: 0.0000000000, propagate_forward_time: 24.7869396210, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9689922333
validation[          , genome  7102] predictions:    9821/  10000 (98.21%), best:    9821/10000 (98.21%), error:       649.80701, best error:       649.80701 on epoch:    79, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 332.1885681152s, input_fired_time: 3.3327589035, output_fired_time: 3.1078169346, propagate_forward_time: 125.8956222534, propagate_backward_time: 193.7172088623, weight_update_time: 0.4773068130, other_time: 6.1351470947
epoch time: 27.9015293121s, input_fired_time: 0.3742774725, output_fired_time: 0.0000000000, propagate_forward_time: 26.7161293030, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8111228943
validation[          , genome  7102] predictions:    9745/  10000 (97.45%), best:    9821/10000 (98.21%), error:       849.99915, best error:       649.80701 on epoch:    79, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 337.3952941895s, input_fired_time: 3.6799104214, output_fired_time: 3.6303892136, propagate_forward_time: 130.1914978027, propagate_backward_time: 193.9734954834, weight_update_time: 0.4620268643, other_time: 5.9199981689
epoch time: 26.4738006592s, input_fired_time: 0.3271662593, output_fired_time: 0.0000000000, propagate_forward_time: 25.1482887268, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9983463287
validation[          , genome  7102] predictions:    9809/  10000 (98.09%), best:    9821/10000 (98.21%), error:       680.15863, best error:       649.80701 on epoch:    79, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 333.2291564941s, input_fired_time: 3.2435123920, output_fired_time: 3.0741980076, propagate_forward_time: 125.2977752686, propagate_backward_time: 195.7810668945, weight_update_time: 0.2118169069, other_time: 5.8326263428
epoch time: 28.0916519165s, input_fired_time: 0.3281605244, output_fired_time: 0.0000000000, propagate_forward_time: 27.0257854462, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7377052307
validation[          , genome  7102] predictions:    9801/  10000 (98.01%), best:    9821/10000 (98.21%), error:       676.89984, best error:       649.80701 on epoch:    79, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 330.4762268066s, input_fired_time: 3.9673571587, output_fired_time: 2.5588173866, propagate_forward_time: 124.9662628174, propagate_backward_time: 193.2212219238, weight_update_time: 0.4778210223, other_time: 5.7625885010
epoch time: 26.6582374573s, input_fired_time: 0.3291425407, output_fired_time: 0.0000000000, propagate_forward_time: 25.3639984131, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9650974274
validation[          , genome  7102] predictions:    9813/  10000 (98.13%), best:    9821/10000 (98.21%), error:       660.80127, best error:       649.80701 on epoch:    79, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 324.6824340820s, input_fired_time: 3.0543742180, output_fired_time: 3.0557379723, propagate_forward_time: 125.6881942749, propagate_backward_time: 187.3889770508, weight_update_time: 0.2267742902, other_time: 5.4951477051
epoch time: 24.9970226288s, input_fired_time: 0.3231398165, output_fired_time: 0.0000000000, propagate_forward_time: 22.9774494171, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6964340210
validation[          , genome  7102] predictions:    9813/  10000 (98.13%), best:    9813/10000 (98.13%), error:       647.32489, best error:       647.32489 on epoch:    84, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 310.7635803223s, input_fired_time: 2.7586605549, output_fired_time: 2.9597673416, propagate_forward_time: 118.3701019287, propagate_backward_time: 181.3622436523, weight_update_time: 0.2080465704, other_time: 5.3127899170
epoch time: 24.9984016418s, input_fired_time: 0.3244352043, output_fired_time: 0.0000000000, propagate_forward_time: 23.7344741821, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9394931793
validation[          , genome  7102] predictions:    9791/  10000 (97.91%), best:    9813/10000 (98.13%), error:       711.69788, best error:       647.32489 on epoch:    84, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 304.3723754883s, input_fired_time: 3.4751572609, output_fired_time: 3.1613206863, propagate_forward_time: 117.0747146606, propagate_backward_time: 175.1712036133, weight_update_time: 0.2036495060, other_time: 5.4899902344
epoch time: 23.9529037476s, input_fired_time: 0.5638273358, output_fired_time: 0.0000000000, propagate_forward_time: 22.7117271423, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6773490906
validation[          , genome  7102] predictions:    9798/  10000 (97.98%), best:    9813/10000 (98.13%), error:       712.48444, best error:       647.32489 on epoch:    84, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 304.1649475098s, input_fired_time: 2.7246866226, output_fired_time: 2.1557645798, propagate_forward_time: 115.8141021729, propagate_backward_time: 178.9741363525, weight_update_time: 0.2038275898, other_time: 4.4962463379
epoch time: 24.0015850067s, input_fired_time: 0.3149451613, output_fired_time: 0.0000000000, propagate_forward_time: 22.7627735138, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9238662720
validation[          , genome  7102] predictions:    9739/  10000 (97.39%), best:    9813/10000 (98.13%), error:       830.58643, best error:       647.32489 on epoch:    84, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 298.9625244141s, input_fired_time: 3.4444561005, output_fired_time: 3.1319017410, propagate_forward_time: 110.8691482544, propagate_backward_time: 176.8202514648, weight_update_time: 0.4491305053, other_time: 4.6967773438
epoch time: 23.4937400818s, input_fired_time: 0.3117383718, output_fired_time: 0.0000000000, propagate_forward_time: 22.5127162933, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6692848206
validation[          , genome  7102] predictions:    9815/  10000 (98.15%), best:    9813/10000 (98.13%), error:       686.06476, best error:       647.32489 on epoch:    84, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 299.5654296875s, input_fired_time: 3.4451923370, output_fired_time: 3.1249115467, propagate_forward_time: 111.5508193970, propagate_backward_time: 176.4872741699, weight_update_time: 0.2007033974, other_time: 4.9572448730
epoch time: 24.1236820221s, input_fired_time: 0.3178267181, output_fired_time: 0.0000000000, propagate_forward_time: 22.8740787506, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9317760468
validation[          , genome  7102] predictions:    9774/  10000 (97.74%), best:    9813/10000 (98.13%), error:       766.35651, best error:       647.32489 on epoch:    84, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 300.1468505859s, input_fired_time: 3.2032186985, output_fired_time: 2.6265418530, propagate_forward_time: 110.2944412231, propagate_backward_time: 178.8131561279, weight_update_time: 0.2010863721, other_time: 5.2094879150
epoch time: 24.0322055817s, input_fired_time: 0.3175425529, output_fired_time: 0.0000000000, propagate_forward_time: 22.5385875702, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1760749817
validation[          , genome  7102] predictions:    9817/  10000 (98.17%), best:    9813/10000 (98.13%), error:       651.29395, best error:       647.32489 on epoch:    84, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 298.9816894531s, input_fired_time: 3.2016217709, output_fired_time: 2.6221630573, propagate_forward_time: 112.8932952881, propagate_backward_time: 175.7993774414, weight_update_time: 0.2013356984, other_time: 4.4652252197
epoch time: 23.9358844757s, input_fired_time: 0.3148483634, output_fired_time: 0.0000000000, propagate_forward_time: 22.9553985596, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6656379700
validation[          , genome  7102] predictions:    9794/  10000 (97.94%), best:    9813/10000 (98.13%), error:       686.93896, best error:       647.32489 on epoch:    84, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 296.1251525879s, input_fired_time: 3.4377422333, output_fired_time: 2.8660659790, propagate_forward_time: 112.7425155640, propagate_backward_time: 172.8948822021, weight_update_time: 0.1996184289, other_time: 4.1839447021
epoch time: 24.2753887177s, input_fired_time: 0.3171124458, output_fired_time: 0.0000000000, propagate_forward_time: 23.2860965729, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6721801758
validation[          , genome  7102] predictions:    9758/  10000 (97.58%), best:    9813/10000 (98.13%), error:       798.34973, best error:       647.32489 on epoch:    84, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 299.0759277344s, input_fired_time: 3.2192842960, output_fired_time: 2.1211147308, propagate_forward_time: 114.8457336426, propagate_backward_time: 173.9401245117, weight_update_time: 0.2003675252, other_time: 4.9496459961
epoch time: 23.2043476105s, input_fired_time: 0.3118669391, output_fired_time: 0.0000000000, propagate_forward_time: 21.9833965302, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9090843201
validation[          , genome  7102] predictions:    9818/  10000 (98.18%), best:    9813/10000 (98.13%), error:       648.40149, best error:       647.32489 on epoch:    84, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 296.9581298828s, input_fired_time: 2.4423620701, output_fired_time: 2.6160757542, propagate_forward_time: 113.7711944580, propagate_backward_time: 173.4346160889, weight_update_time: 0.1998329610, other_time: 4.6938781738
epoch time: 23.2214946747s, input_fired_time: 0.8099735975, output_fired_time: 0.0000000000, propagate_forward_time: 21.7537002563, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6578216553
validation[          , genome  7102] predictions:    9763/  10000 (97.63%), best:    9813/10000 (98.13%), error:       757.93561, best error:       647.32489 on epoch:    84, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 300.0578613281s, input_fired_time: 4.4593353271, output_fired_time: 2.8833868504, propagate_forward_time: 111.9227066040, propagate_backward_time: 176.5685882568, weight_update_time: 0.2018916905, other_time: 4.2238311768
epoch time: 23.5277976990s, input_fired_time: 0.3153624535, output_fired_time: 0.0000000000, propagate_forward_time: 22.5376377106, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6747970581
validation[          , genome  7102] predictions:    9799/  10000 (97.99%), best:    9813/10000 (98.13%), error:       750.85657, best error:       647.32489 on epoch:    84, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 300.1196899414s, input_fired_time: 3.9618260860, output_fired_time: 3.1347393990, propagate_forward_time: 113.6937408447, propagate_backward_time: 174.8760223389, weight_update_time: 0.4510388970, other_time: 4.4533691406
epoch time: 23.8998794556s, input_fired_time: 0.3174057901, output_fired_time: 0.0000000000, propagate_forward_time: 22.4144515991, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1680221558
validation[          , genome  7102] predictions:    9810/  10000 (98.10%), best:    9813/10000 (98.13%), error:       670.99860, best error:       647.32489 on epoch:    84, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 299.5453796387s, input_fired_time: 2.9600806236, output_fired_time: 2.3913724422, propagate_forward_time: 113.2527923584, propagate_backward_time: 176.4874572754, weight_update_time: 0.2005835921, other_time: 4.4536895752
epoch time: 24.5178413391s, input_fired_time: 0.5721790195, output_fired_time: 0.0000000000, propagate_forward_time: 22.5169887543, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4286727905
validation[          , genome  7102] predictions:    9801/  10000 (98.01%), best:    9813/10000 (98.13%), error:       696.12366, best error:       647.32489 on epoch:    84, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 301.8661193848s, input_fired_time: 3.4717249870, output_fired_time: 3.1383359432, propagate_forward_time: 115.0771179199, propagate_backward_time: 175.9449615479, weight_update_time: 0.2023361474, other_time: 4.2339935303
epoch time: 24.8939590454s, input_fired_time: 0.3259803653, output_fired_time: 0.0000000000, propagate_forward_time: 23.3809585571, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1870193481
validation[          , genome  7102] predictions:    9781/  10000 (97.81%), best:    9813/10000 (98.13%), error:       754.28198, best error:       647.32489 on epoch:    84, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 306.7431945801s, input_fired_time: 2.7430548668, output_fired_time: 2.6790430546, propagate_forward_time: 117.2008132935, propagate_backward_time: 178.5908203125, weight_update_time: 0.2049443275, other_time: 5.5294799805
epoch time: 24.6146583557s, input_fired_time: 0.3260388672, output_fired_time: 0.0000000000, propagate_forward_time: 23.5998649597, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6887550354
validation[          , genome  7102] predictions:    9816/  10000 (98.16%), best:    9816/10000 (98.16%), error:       643.79858, best error:       643.79858 on epoch:    99, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 307.6175537109s, input_fired_time: 3.5047371387, output_fired_time: 3.4288904667, propagate_forward_time: 115.8541107178, propagate_backward_time: 178.7989501953, weight_update_time: 0.4555946290, other_time: 6.0308685303
epoch time: 24.4446163177s, input_fired_time: 0.8232054114, output_fired_time: 0.0000000000, propagate_forward_time: 21.9366283417, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6847820282
validation[          , genome  7102] predictions:    9804/  10000 (98.04%), best:    9816/10000 (98.16%), error:       697.26648, best error:       643.79858 on epoch:    99, 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: 120.6506195068s, input_fired_time: 2.1097490788, output_fired_time: 0.0000000000, propagate_forward_time: 112.8229827881, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 5.7178878784
best training[          , genome  7102] predictions:   49852/  50000 (99.70%), best:    9816/10000 (98.16%), error:       836.58960, best error:       643.79858 on epoch:    99, 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: 25.0322990417s, input_fired_time: 0.3269947469, output_fired_time: 0.0000000000, propagate_forward_time: 24.0102386475, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6950664520
   testing[          , genome  7102] predictions:    9811/  10000 (98.11%), best:    9816/10000 (98.16%), error:       622.79944, best error:       643.79858 on epoch:    99, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
19:45:51 (10600): called boinc_finish(0)

</stderr_txt>
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