Nameexact_genome_1512568488_44_4531_1
Workunit2593979
Created7 Dec 2017, 10:24:23 UTC
Sent7 Dec 2017, 10:34:09 UTC
Report deadline11 Dec 2017, 12:49:51 UTC
Received7 Dec 2017, 21:41:03 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID57373
Run time2 hours 12 min 1 sec
CPU time2 hours 11 min
Validate stateValid
Credit1,023.56
Device peak FLOPS3.51 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size153.67 MB
Peak swap size157.08 MB
Peak disk usage1.53 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
t_fired_time: 0.1049404666, output_fired_time: 0.0000000000, propagate_forward_time: 5.2979407310, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4644017220
validation[          , genome  4531] predictions:    9594/  10000 (95.94%), best:    9631/10000 (96.31%), error:      1392.41479, best error:      1364.97388 on epoch:    10, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 70.8750457764s, input_fired_time: 0.8506276608, output_fired_time: 0.7762194872, propagate_forward_time: 26.2069721222, propagate_backward_time: 40.3758659363, weight_update_time: 0.1162831634, other_time: 2.6653633118
epoch time: 5.8088083267s, input_fired_time: 0.1043275669, output_fired_time: 0.0000000000, propagate_forward_time: 5.2468776703, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4576029778
validation[          , genome  4531] predictions:    9566/  10000 (95.66%), best:    9631/10000 (96.31%), error:      1513.58740, best error:      1364.97388 on epoch:    10, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 71.2987518311s, input_fired_time: 0.8403612375, output_fired_time: 0.7787114978, propagate_forward_time: 26.3750247955, propagate_backward_time: 40.6889724731, weight_update_time: 0.1144977659, other_time: 2.6156845093
epoch time: 5.9786806107s, input_fired_time: 0.1049286798, output_fired_time: 0.0000000000, propagate_forward_time: 5.3954672813, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4782848358
validation[          , genome  4531] predictions:    9585/  10000 (95.85%), best:    9631/10000 (96.31%), error:      1435.35803, best error:      1364.97388 on epoch:    10, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 71.8066635132s, input_fired_time: 0.8433651328, output_fired_time: 0.7796605229, propagate_forward_time: 26.5525493622, propagate_backward_time: 41.0269165039, weight_update_time: 0.1146239191, other_time: 2.6041641235
epoch time: 5.8295607567s, input_fired_time: 0.1059712619, output_fired_time: 0.0000000000, propagate_forward_time: 5.2519335747, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4716558456
validation[          , genome  4531] predictions:    9605/  10000 (96.05%), best:    9631/10000 (96.31%), error:      1395.28845, best error:      1364.97388 on epoch:    10, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 70.9453582764s, input_fired_time: 0.8589102030, output_fired_time: 0.7835968733, propagate_forward_time: 26.2107315063, propagate_backward_time: 40.4306335449, weight_update_time: 0.1159947887, other_time: 2.6614837646
epoch time: 5.8669099808s, input_fired_time: 0.1048898697, output_fired_time: 0.0000000000, propagate_forward_time: 5.2993078232, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4627122879
validation[          , genome  4531] predictions:    9601/  10000 (96.01%), best:    9601/10000 (96.01%), error:      1322.19189, best error:      1322.19189 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 71.2357254028s, input_fired_time: 0.8550710082, output_fired_time: 0.7819941044, propagate_forward_time: 26.3279209137, propagate_backward_time: 40.6184959412, weight_update_time: 0.1160814837, other_time: 2.6522407532
epoch time: 5.9393482208s, input_fired_time: 0.1048882678, output_fired_time: 0.0000000000, propagate_forward_time: 5.3653049469, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4691548347
validation[          , genome  4531] predictions:    9605/  10000 (96.05%), best:    9605/10000 (96.05%), error:      1306.58801, best error:      1306.58801 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 71.7998657227s, input_fired_time: 0.8609148264, output_fired_time: 0.7825772762, propagate_forward_time: 26.5709934235, propagate_backward_time: 40.8980255127, weight_update_time: 0.1270791590, other_time: 2.6873550415
epoch time: 5.6611905098s, input_fired_time: 0.1039449573, output_fired_time: 0.0000000000, propagate_forward_time: 5.0938262939, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4634194374
validation[          , genome  4531] predictions:    9575/  10000 (95.75%), best:    9605/10000 (96.05%), error:      1479.75220, best error:      1306.58801 on epoch:    19, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 71.3989868164s, input_fired_time: 0.8665760159, output_fired_time: 0.7819294930, propagate_forward_time: 26.4000606537, propagate_backward_time: 40.7288475037, weight_update_time: 0.1151832938, other_time: 2.6215705872
epoch time: 5.8456506729s, input_fired_time: 0.1056379527, output_fired_time: 0.0000000000, propagate_forward_time: 5.2739357948, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4660768509
validation[          , genome  4531] predictions:    9616/  10000 (96.16%), best:    9605/10000 (96.05%), error:      1319.28259, best error:      1306.58801 on epoch:    19, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 71.3546981812s, input_fired_time: 0.8412494063, output_fired_time: 0.7779055238, propagate_forward_time: 26.4325771332, propagate_backward_time: 40.6992187500, weight_update_time: 0.1150188595, other_time: 2.6037445068
epoch time: 5.8053445816s, input_fired_time: 0.1039296389, output_fired_time: 0.0000000000, propagate_forward_time: 5.2409853935, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4604296684
validation[          , genome  4531] predictions:    9598/  10000 (95.98%), best:    9605/10000 (96.05%), error:      1325.21985, best error:      1306.58801 on epoch:    19, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 70.8776397705s, input_fired_time: 0.8408041000, output_fired_time: 0.7778838873, propagate_forward_time: 26.2407550812, propagate_backward_time: 40.3781814575, weight_update_time: 0.1148776934, other_time: 2.6400146484
epoch time: 5.9340100288s, input_fired_time: 0.1076868773, output_fired_time: 0.0000000000, propagate_forward_time: 5.3610668182, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4652562141
validation[          , genome  4531] predictions:    9646/  10000 (96.46%), best:    9646/10000 (96.46%), error:      1252.86975, best error:      1252.86975 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 71.3519287109s, input_fired_time: 0.8487468362, output_fired_time: 0.7831761241, propagate_forward_time: 26.4386177063, propagate_backward_time: 40.6404800415, weight_update_time: 0.1147591397, other_time: 2.6409111023
epoch time: 5.8968677521s, input_fired_time: 0.1052229777, output_fired_time: 0.0000000000, propagate_forward_time: 5.3223972321, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4692473412
validation[          , genome  4531] predictions:    9590/  10000 (95.90%), best:    9646/10000 (96.46%), error:      1395.81091, best error:      1252.86975 on epoch:    23, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 71.9631576538s, input_fired_time: 0.8566771746, output_fired_time: 0.7893657684, propagate_forward_time: 26.6079101563, propagate_backward_time: 41.0420608521, weight_update_time: 0.1144536808, other_time: 2.6671447754
epoch time: 5.9270763397s, input_fired_time: 0.1065906584, output_fired_time: 0.0000000000, propagate_forward_time: 5.3431138992, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4773716927
validation[          , genome  4531] predictions:    9601/  10000 (96.01%), best:    9646/10000 (96.46%), error:      1321.09766, best error:      1252.86975 on epoch:    23, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 71.6686096191s, input_fired_time: 0.8600726128, output_fired_time: 0.7727130055, propagate_forward_time: 26.5471553802, propagate_backward_time: 40.8257369995, weight_update_time: 0.1146101654, other_time: 2.6629333496
epoch time: 5.8524117470s, input_fired_time: 0.1050979644, output_fired_time: 0.0000000000, propagate_forward_time: 5.2823967934, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4649171829
validation[          , genome  4531] predictions:    9601/  10000 (96.01%), best:    9646/10000 (96.46%), error:      1371.38757, best error:      1252.86975 on epoch:    23, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 71.2201843262s, input_fired_time: 0.8482380509, output_fired_time: 0.7880054712, propagate_forward_time: 26.3244094849, propagate_backward_time: 40.6266784668, weight_update_time: 0.1151064634, other_time: 2.6328582764
epoch time: 5.7943906784s, input_fired_time: 0.1069800556, output_fired_time: 0.0000000000, propagate_forward_time: 5.2213740349, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4660367966
validation[          , genome  4531] predictions:    9630/  10000 (96.30%), best:    9646/10000 (96.46%), error:      1308.32507, best error:      1252.86975 on epoch:    23, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 71.6256027222s, input_fired_time: 0.8549917936, output_fired_time: 0.7754845023, propagate_forward_time: 26.5021343231, propagate_backward_time: 40.8812255859, weight_update_time: 0.1137068719, other_time: 2.6117706299
epoch time: 5.9041819572s, input_fired_time: 0.1072544754, output_fired_time: 0.0000000000, propagate_forward_time: 5.3275260925, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4694013596
validation[          , genome  4531] predictions:    9644/  10000 (96.44%), best:    9646/10000 (96.46%), error:      1253.79028, best error:      1252.86975 on epoch:    23, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 70.6389312744s, input_fired_time: 0.8522202373, output_fired_time: 0.7688550949, propagate_forward_time: 26.1070671082, propagate_backward_time: 40.2418327332, weight_update_time: 0.1152159944, other_time: 2.6689605713
epoch time: 5.8235883713s, input_fired_time: 0.1080120578, output_fired_time: 0.0000000000, propagate_forward_time: 5.2455539703, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4700222015
validation[          , genome  4531] predictions:    9603/  10000 (96.03%), best:    9646/10000 (96.46%), error:      1381.68896, best error:      1252.86975 on epoch:    23, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 70.5648269653s, input_fired_time: 0.8487019539, output_fired_time: 0.7632573247, propagate_forward_time: 26.0699996948, propagate_backward_time: 40.2285194397, weight_update_time: 0.1148428172, other_time: 2.6543464661
epoch time: 5.9676723480s, input_fired_time: 0.1055778414, output_fired_time: 0.0000000000, propagate_forward_time: 5.3976454735, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4644489288
validation[          , genome  4531] predictions:    9628/  10000 (96.28%), best:    9646/10000 (96.46%), error:      1278.90942, best error:      1252.86975 on epoch:    23, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 71.0157775879s, input_fired_time: 0.8587572575, output_fired_time: 0.7815467715, propagate_forward_time: 26.2770175934, propagate_backward_time: 40.4782714844, weight_update_time: 0.1149492711, other_time: 2.6201858521
epoch time: 5.9044370651s, input_fired_time: 0.1049075797, output_fired_time: 0.0000000000, propagate_forward_time: 5.3291211128, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4704084396
validation[          , genome  4531] predictions:    9636/  10000 (96.36%), best:    9636/10000 (96.36%), error:      1221.05835, best error:      1221.05835 on epoch:    31, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 71.4668121338s, input_fired_time: 0.8547843099, output_fired_time: 0.7779387832, propagate_forward_time: 26.4270324707, propagate_backward_time: 40.7895812988, weight_update_time: 0.1174652576, other_time: 2.6174774170
epoch time: 5.8076825142s, input_fired_time: 0.1072193831, output_fired_time: 0.0000000000, propagate_forward_time: 5.2311649323, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4692983627
validation[          , genome  4531] predictions:    9626/  10000 (96.26%), best:    9636/10000 (96.36%), error:      1298.37842, best error:      1221.05835 on epoch:    31, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 72.2841033936s, input_fired_time: 0.8684813380, output_fired_time: 0.7974957824, propagate_forward_time: 26.7061004639, propagate_backward_time: 41.2265892029, weight_update_time: 0.1158219948, other_time: 2.6854362488
epoch time: 5.8434619904s, input_fired_time: 0.1075553596, output_fired_time: 0.0000000000, propagate_forward_time: 5.2679939270, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4679126740
validation[          , genome  4531] predictions:    9622/  10000 (96.22%), best:    9636/10000 (96.36%), error:      1254.82764, best error:      1221.05835 on epoch:    31, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 71.5890579224s, input_fired_time: 0.8630011678, output_fired_time: 0.7822967768, propagate_forward_time: 26.5078639984, propagate_backward_time: 40.7789878845, weight_update_time: 0.1249490976, other_time: 2.6569099426
epoch time: 5.8194370270s, input_fired_time: 0.1086740717, output_fired_time: 0.0000000000, propagate_forward_time: 5.2404408455, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4703221321
validation[          , genome  4531] predictions:    9616/  10000 (96.16%), best:    9636/10000 (96.36%), error:      1342.46912, best error:      1221.05835 on epoch:    31, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 71.7701263428s, input_fired_time: 0.8577231765, output_fired_time: 0.7810984850, propagate_forward_time: 26.5957584381, propagate_backward_time: 40.9382972717, weight_update_time: 0.1257260591, other_time: 2.5972557068
epoch time: 5.8552446365s, input_fired_time: 0.1069099680, output_fired_time: 0.0000000000, propagate_forward_time: 5.2901768684, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4581580162
validation[          , genome  4531] predictions:    9621/  10000 (96.21%), best:    9636/10000 (96.36%), error:      1269.30664, best error:      1221.05835 on epoch:    31, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 71.6612167358s, input_fired_time: 0.8628947735, output_fired_time: 0.7940434813, propagate_forward_time: 26.6129455566, propagate_backward_time: 40.7663307190, weight_update_time: 0.1149812117, other_time: 2.6250038147
epoch time: 5.8271698952s, input_fired_time: 0.1083244681, output_fired_time: 0.0000000000, propagate_forward_time: 5.2536420822, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4652032852
validation[          , genome  4531] predictions:    9651/  10000 (96.51%), best:    9651/10000 (96.51%), error:      1199.99805, best error:      1199.99805 on epoch:    36, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 71.2012557983s, input_fired_time: 0.8514828086, output_fired_time: 0.7801342010, propagate_forward_time: 26.3671054840, propagate_backward_time: 40.5686836243, weight_update_time: 0.1152516007, other_time: 2.6338462830
epoch time: 5.9681448936s, input_fired_time: 0.1059733704, output_fired_time: 0.0000000000, propagate_forward_time: 5.3740010262, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4881706238
validation[          , genome  4531] predictions:    9620/  10000 (96.20%), best:    9651/10000 (96.51%), error:      1306.14233, best error:      1199.99805 on epoch:    36, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 71.9966964722s, input_fired_time: 0.8516346216, output_fired_time: 0.7759246230, propagate_forward_time: 26.6145915985, propagate_backward_time: 41.1865539551, weight_update_time: 0.1156654134, other_time: 2.5679931641
epoch time: 5.8644657135s, input_fired_time: 0.1056342423, output_fired_time: 0.0000000000, propagate_forward_time: 5.2894911766, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4693403244
validation[          , genome  4531] predictions:    9604/  10000 (96.04%), best:    9651/10000 (96.51%), error:      1310.25073, best error:      1199.99805 on epoch:    36, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 71.0942077637s, input_fired_time: 0.8495111465, output_fired_time: 0.7902150154, propagate_forward_time: 26.3313350677, propagate_backward_time: 40.5122528076, weight_update_time: 0.1150071397, other_time: 2.6108932495
epoch time: 5.8740153313s, input_fired_time: 0.1113256440, output_fired_time: 0.0000000000, propagate_forward_time: 5.2943429947, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4683465958
validation[          , genome  4531] predictions:    9620/  10000 (96.20%), best:    9651/10000 (96.51%), error:      1253.69080, best error:      1199.99805 on epoch:    36, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 71.3262100220s, input_fired_time: 0.8633646369, output_fired_time: 0.7736703157, propagate_forward_time: 26.3867473602, propagate_backward_time: 40.6475677490, weight_update_time: 0.1164744720, other_time: 2.6548538208
epoch time: 5.9630384445s, input_fired_time: 0.1116269678, output_fired_time: 0.0000000000, propagate_forward_time: 5.3756632805, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4757480621
validation[          , genome  4531] predictions:    9658/  10000 (96.58%), best:    9658/10000 (96.58%), error:      1190.73645, best error:      1190.73645 on epoch:    40, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 72.5428543091s, input_fired_time: 0.8674765825, output_fired_time: 0.7970834970, propagate_forward_time: 26.8447189331, propagate_backward_time: 41.3096389771, weight_update_time: 0.1205181330, other_time: 2.7239379883
epoch time: 5.8033833504s, input_fired_time: 0.1078475639, output_fired_time: 0.0000000000, propagate_forward_time: 5.2269325256, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4686031342
validation[          , genome  4531] predictions:    9626/  10000 (96.26%), best:    9658/10000 (96.58%), error:      1321.00403, best error:      1190.73645 on epoch:    40, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 71.5287094116s, input_fired_time: 0.8722750545, output_fired_time: 0.7867144346, propagate_forward_time: 26.4368572235, propagate_backward_time: 40.7456741333, weight_update_time: 0.1311634183, other_time: 2.6871871948
epoch time: 5.7367854118s, input_fired_time: 0.1069569364, output_fired_time: 0.0000000000, propagate_forward_time: 5.1641945839, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4656338692
validation[          , genome  4531] predictions:    9587/  10000 (95.87%), best:    9658/10000 (96.58%), error:      1387.78333, best error:      1190.73645 on epoch:    40, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 71.4685058594s, input_fired_time: 0.8631683588, output_fired_time: 0.7874747515, propagate_forward_time: 26.4624900818, propagate_backward_time: 40.7296485901, weight_update_time: 0.1164342612, other_time: 2.6257247925
epoch time: 5.9450178146s, input_fired_time: 0.1089830697, output_fired_time: 0.0000000000, propagate_forward_time: 5.3687839508, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4672508240
validation[          , genome  4531] predictions:    9633/  10000 (96.33%), best:    9658/10000 (96.58%), error:      1247.31519, best error:      1190.73645 on epoch:    40, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 71.7360229492s, input_fired_time: 0.8721385598, output_fired_time: 0.7809078693, propagate_forward_time: 26.5342159271, propagate_backward_time: 40.8931198120, weight_update_time: 0.1201147959, other_time: 2.6556396484
epoch time: 6.0056614876s, input_fired_time: 0.1095347777, output_fired_time: 0.0000000000, propagate_forward_time: 5.4122877121, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4838390350
validation[          , genome  4531] predictions:    9654/  10000 (96.54%), best:    9658/10000 (96.58%), error:      1223.26160, best error:      1190.73645 on epoch:    40, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 71.3519592285s, input_fired_time: 0.8545678854, output_fired_time: 0.7786886692, propagate_forward_time: 26.3856754303, propagate_backward_time: 40.7168846130, weight_update_time: 0.1143986732, other_time: 2.6161460876
epoch time: 6.0167493820s, input_fired_time: 0.1145881489, output_fired_time: 0.0000000000, propagate_forward_time: 5.4191231728, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4830379486
validation[          , genome  4531] predictions:    9644/  10000 (96.44%), best:    9658/10000 (96.58%), error:      1211.89624, best error:      1190.73645 on epoch:    40, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 71.2885971069s, input_fired_time: 0.8448899984, output_fired_time: 0.7876194119, propagate_forward_time: 26.4473991394, propagate_backward_time: 40.6215438843, weight_update_time: 0.1136166975, other_time: 2.5871467590
epoch time: 5.8754596710s, input_fired_time: 0.1121969745, output_fired_time: 0.0000000000, propagate_forward_time: 5.2881383896, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4751243591
validation[          , genome  4531] predictions:    9637/  10000 (96.37%), best:    9658/10000 (96.58%), error:      1213.60974, best error:      1190.73645 on epoch:    40, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 71.5696945190s, input_fired_time: 0.8641762137, output_fired_time: 0.7847360373, propagate_forward_time: 26.4615688324, propagate_backward_time: 40.8536834717, weight_update_time: 0.1148655638, other_time: 2.6055297852
epoch time: 5.8397121429s, input_fired_time: 0.1069067493, output_fired_time: 0.0000000000, propagate_forward_time: 5.2651200294, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4676852226
validation[          , genome  4531] predictions:    9621/  10000 (96.21%), best:    9658/10000 (96.58%), error:      1324.14624, best error:      1190.73645 on epoch:    40, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 71.8334045410s, input_fired_time: 0.8700544238, output_fired_time: 0.7936899066, propagate_forward_time: 26.6619224548, propagate_backward_time: 40.8682136536, weight_update_time: 0.1205019355, other_time: 2.6395187378
epoch time: 6.0101919174s, input_fired_time: 0.1143812388, output_fired_time: 0.0000000000, propagate_forward_time: 5.4224729538, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4733376503
validation[          , genome  4531] predictions:    9605/  10000 (96.05%), best:    9658/10000 (96.58%), error:      1313.19788, best error:      1190.73645 on epoch:    40, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 72.5523834229s, input_fired_time: 0.8808121681, output_fired_time: 0.7960959673, propagate_forward_time: 26.8683204651, propagate_backward_time: 41.3364181519, weight_update_time: 0.1156933382, other_time: 2.6707344055
epoch time: 5.8468265533s, input_fired_time: 0.1092077866, output_fired_time: 0.0000000000, propagate_forward_time: 5.2667446136, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4708743095
validation[          , genome  4531] predictions:    9625/  10000 (96.25%), best:    9658/10000 (96.58%), error:      1263.38354, best error:      1190.73645 on epoch:    40, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 72.0636672974s, input_fired_time: 0.8612897992, output_fired_time: 0.7829278708, propagate_forward_time: 26.6478958130, propagate_backward_time: 41.1649665833, weight_update_time: 0.1158949062, other_time: 2.6065864563
epoch time: 5.8734102249s, input_fired_time: 0.1073405892, output_fired_time: 0.0000000000, propagate_forward_time: 5.2954683304, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4706010818
validation[          , genome  4531] predictions:    9626/  10000 (96.26%), best:    9658/10000 (96.58%), error:      1234.98401, best error:      1190.73645 on epoch:    40, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 71.3162918091s, input_fired_time: 0.8609332442, output_fired_time: 0.7775534987, propagate_forward_time: 26.3423480988, propagate_backward_time: 40.7342491150, weight_update_time: 0.1150478050, other_time: 2.6012153625
epoch time: 5.9545311928s, input_fired_time: 0.1139058471, output_fired_time: 0.0000000000, propagate_forward_time: 5.3701853752, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4704399109
validation[          , genome  4531] predictions:    9660/  10000 (96.60%), best:    9660/10000 (96.60%), error:      1177.14978, best error:      1177.14978 on epoch:    51, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 71.0691909790s, input_fired_time: 0.8711186647, output_fired_time: 0.7764366865, propagate_forward_time: 26.3034152985, propagate_backward_time: 40.4584732056, weight_update_time: 0.1154575944, other_time: 2.6597518921
epoch time: 5.7756190300s, input_fired_time: 0.1080722585, output_fired_time: 0.0000000000, propagate_forward_time: 5.1974658966, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4700808525
validation[          , genome  4531] predictions:    9598/  10000 (95.98%), best:    9660/10000 (96.60%), error:      1301.28223, best error:      1177.14978 on epoch:    51, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 71.9617691040s, input_fired_time: 0.8622275591, output_fired_time: 0.7923789620, propagate_forward_time: 26.6427078247, propagate_backward_time: 41.0201759338, weight_update_time: 0.1207430735, other_time: 2.6442756653
epoch time: 5.8537325859s, input_fired_time: 0.1087553352, output_fired_time: 0.0000000000, propagate_forward_time: 5.2761487961, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4688286781
validation[          , genome  4531] predictions:    9622/  10000 (96.22%), best:    9660/10000 (96.60%), error:      1228.22119, best error:      1177.14978 on epoch:    51, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 71.3567886353s, input_fired_time: 0.8603839874, output_fired_time: 0.7785892487, propagate_forward_time: 26.4029617310, propagate_backward_time: 40.6810913086, weight_update_time: 0.1149532050, other_time: 2.6337661743
epoch time: 5.8215007782s, input_fired_time: 0.1081602573, output_fired_time: 0.0000000000, propagate_forward_time: 5.2378239632, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4755167961
validation[          , genome  4531] predictions:    9652/  10000 (96.52%), best:    9660/10000 (96.60%), error:      1197.15515, best error:      1177.14978 on epoch:    51, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 71.5335235596s, input_fired_time: 0.8656293154, output_fired_time: 0.7852404714, propagate_forward_time: 26.4313125610, propagate_backward_time: 40.8434715271, weight_update_time: 0.1158699393, other_time: 2.6078681946
epoch time: 6.0840492249s, input_fired_time: 0.1161521748, output_fired_time: 0.0000000000, propagate_forward_time: 5.4838280678, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4840688705
validation[          , genome  4531] predictions:    9660/  10000 (96.60%), best:    9660/10000 (96.60%), error:      1141.78259, best error:      1141.78259 on epoch:    55, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 72.8498306274s, input_fired_time: 0.8911350965, output_fired_time: 0.8069742918, propagate_forward_time: 26.9108009338, propagate_backward_time: 41.5842590332, weight_update_time: 0.1148788333, other_time: 2.6566581726
epoch time: 5.8947520256s, input_fired_time: 0.1084036827, output_fired_time: 0.0000000000, propagate_forward_time: 5.3171534538, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4691948891
validation[          , genome  4531] predictions:    9640/  10000 (96.40%), best:    9660/10000 (96.60%), error:      1231.66113, best error:      1141.78259 on epoch:    55, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 72.0556411743s, input_fired_time: 0.8804582357, output_fired_time: 0.7951881289, propagate_forward_time: 26.6114578247, propagate_backward_time: 41.1112403870, weight_update_time: 0.1154909804, other_time: 2.6572990417
epoch time: 5.8030953407s, input_fired_time: 0.1075468883, output_fired_time: 0.0000000000, propagate_forward_time: 5.2369480133, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4586005211
validation[          , genome  4531] predictions:    9667/  10000 (96.67%), best:    9660/10000 (96.60%), error:      1159.67981, best error:      1141.78259 on epoch:    55, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 71.1801452637s, input_fired_time: 0.8645700216, output_fired_time: 0.7836318016, propagate_forward_time: 26.3333683014, propagate_backward_time: 40.5953025818, weight_update_time: 0.1149630770, other_time: 2.6032752991
epoch time: 5.6817531586s, input_fired_time: 0.1076167449, output_fired_time: 0.0000000000, propagate_forward_time: 5.1129755974, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4611606598
validation[          , genome  4531] predictions:    9662/  10000 (96.62%), best:    9660/10000 (96.60%), error:      1170.23059, best error:      1141.78259 on epoch:    55, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 71.6618041992s, input_fired_time: 0.8610938787, output_fired_time: 0.7864089608, propagate_forward_time: 26.5250759125, propagate_backward_time: 40.9079093933, weight_update_time: 0.1147051007, other_time: 2.5813179016
epoch time: 5.8037495613s, input_fired_time: 0.1074839681, output_fired_time: 0.0000000000, propagate_forward_time: 5.2370948792, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4591708183
validation[          , genome  4531] predictions:    9623/  10000 (96.23%), best:    9660/10000 (96.60%), error:      1244.84485, best error:      1141.78259 on epoch:    55, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 71.6911468506s, input_fired_time: 0.8654476404, output_fired_time: 0.7802320719, propagate_forward_time: 26.5696182251, propagate_backward_time: 40.8710708618, weight_update_time: 0.1152573153, other_time: 2.6047744751
epoch time: 5.8240656853s, input_fired_time: 0.1073083654, output_fired_time: 0.0000000000, propagate_forward_time: 5.2586855888, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4580717087
validation[          , genome  4531] predictions:    9611/  10000 (96.11%), best:    9660/10000 (96.60%), error:      1335.88477, best error:      1141.78259 on epoch:    55, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 71.4202270508s, input_fired_time: 0.8514364958, output_fired_time: 0.7862172723, propagate_forward_time: 26.4880027771, propagate_backward_time: 40.7107315063, weight_update_time: 0.1143000796, other_time: 2.5838432312
epoch time: 5.8272595406s, input_fired_time: 0.1070226803, output_fired_time: 0.0000000000, propagate_forward_time: 5.2599630356, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4602737427
validation[          , genome  4531] predictions:    9636/  10000 (96.36%), best:    9660/10000 (96.60%), error:      1239.91931, best error:      1141.78259 on epoch:    55, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 71.3902816772s, input_fired_time: 0.8669592738, output_fired_time: 0.7924826145, propagate_forward_time: 26.4304924011, propagate_backward_time: 40.6837120056, weight_update_time: 0.1148807853, other_time: 2.6166381836
epoch time: 5.8665809631s, input_fired_time: 0.1094862744, output_fired_time: 0.0000000000, propagate_forward_time: 5.2857537270, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4713411331
validation[          , genome  4531] predictions:    9662/  10000 (96.62%), best:    9660/10000 (96.60%), error:      1175.67578, best error:      1141.78259 on epoch:    55, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 71.0939483643s, input_fired_time: 0.8695657253, output_fired_time: 0.7888358831, propagate_forward_time: 26.2827415466, propagate_backward_time: 40.5161399841, weight_update_time: 0.1168488488, other_time: 2.6366653442
epoch time: 6.0264339447s, input_fired_time: 0.1130274534, output_fired_time: 0.0000000000, propagate_forward_time: 5.4293341637, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4840722084
validation[          , genome  4531] predictions:    9643/  10000 (96.43%), best:    9660/10000 (96.60%), error:      1176.22400, best error:      1141.78259 on epoch:    55, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 72.2610931396s, input_fired_time: 0.8756635785, output_fired_time: 0.8083816767, propagate_forward_time: 26.6767101288, propagate_backward_time: 41.1988906860, weight_update_time: 0.1156634167, other_time: 2.7014465332
epoch time: 5.8726582527s, input_fired_time: 0.1099291816, output_fired_time: 0.0000000000, propagate_forward_time: 5.3003835678, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4623456001
validation[          , genome  4531] predictions:    9662/  10000 (96.62%), best:    9660/10000 (96.60%), error:      1149.01184, best error:      1141.78259 on epoch:    55, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 71.2979812622s, input_fired_time: 0.8671249747, output_fired_time: 0.7793586850, propagate_forward_time: 26.3773193359, propagate_backward_time: 40.6494865417, weight_update_time: 0.1158933938, other_time: 2.6246910095
epoch time: 5.8259086609s, input_fired_time: 0.1113278642, output_fired_time: 0.0000000000, propagate_forward_time: 5.2469696999, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4676113129
validation[          , genome  4531] predictions:    9622/  10000 (96.22%), best:    9660/10000 (96.60%), error:      1265.37805, best error:      1141.78259 on epoch:    55, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 71.2245330811s, input_fired_time: 0.8611196876, output_fired_time: 0.7847617865, propagate_forward_time: 26.2833309174, propagate_backward_time: 40.6809082031, weight_update_time: 0.1171227768, other_time: 2.6144104004
epoch time: 5.8108396530s, input_fired_time: 0.1083264723, output_fired_time: 0.0000000000, propagate_forward_time: 5.2345342636, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4679789543
validation[          , genome  4531] predictions:    9654/  10000 (96.54%), best:    9660/10000 (96.60%), error:      1170.70178, best error:      1141.78259 on epoch:    55, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 71.8226470947s, input_fired_time: 0.8827554584, output_fired_time: 0.7849191427, propagate_forward_time: 26.4885635376, propagate_backward_time: 41.0190696716, weight_update_time: 0.1159012914, other_time: 2.6473350525
epoch time: 5.9217438698s, input_fired_time: 0.1162238568, output_fired_time: 0.0000000000, propagate_forward_time: 5.3320994377, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4734206200
validation[          , genome  4531] predictions:    9625/  10000 (96.25%), best:    9660/10000 (96.60%), error:      1284.53833, best error:      1141.78259 on epoch:    55, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 71.6051330566s, input_fired_time: 0.8618943095, output_fired_time: 0.7890588641, propagate_forward_time: 26.4368095398, propagate_backward_time: 40.9048881531, weight_update_time: 0.1203496680, other_time: 2.6124801636
epoch time: 6.0402336121s, input_fired_time: 0.1106814519, output_fired_time: 0.0000000000, propagate_forward_time: 5.4500236511, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4795284271
validation[          , genome  4531] predictions:    9634/  10000 (96.34%), best:    9660/10000 (96.60%), error:      1223.05750, best error:      1141.78259 on epoch:    55, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 71.5080795288s, input_fired_time: 0.8713732958, output_fired_time: 0.7878721356, propagate_forward_time: 26.4274444580, propagate_backward_time: 40.7759933472, weight_update_time: 0.1271779537, other_time: 2.6453933716
epoch time: 5.9111337662s, input_fired_time: 0.1085979640, output_fired_time: 0.0000000000, propagate_forward_time: 5.3316316605, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4709043503
validation[          , genome  4531] predictions:    9641/  10000 (96.41%), best:    9660/10000 (96.60%), error:      1204.52820, best error:      1141.78259 on epoch:    55, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 71.4272232056s, input_fired_time: 0.8706580997, output_fired_time: 0.7773835659, propagate_forward_time: 26.3786182404, propagate_backward_time: 40.7211837769, weight_update_time: 0.1187509075, other_time: 2.6793823242
epoch time: 5.7534308434s, input_fired_time: 0.1093743593, output_fired_time: 0.0000000000, propagate_forward_time: 5.1791882515, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4648680687
validation[          , genome  4531] predictions:    9656/  10000 (96.56%), best:    9656/10000 (96.56%), error:      1137.78137, best error:      1137.78137 on epoch:    70, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 71.7357101440s, input_fired_time: 0.8702363372, output_fired_time: 0.7796099782, propagate_forward_time: 26.4805564880, propagate_backward_time: 40.9655838013, weight_update_time: 0.1153986901, other_time: 2.6397209167
epoch time: 6.0130586624s, input_fired_time: 0.1154506281, output_fired_time: 0.0000000000, propagate_forward_time: 5.4181070328, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4795007706
validation[          , genome  4531] predictions:    9522/  10000 (95.22%), best:    9656/10000 (96.56%), error:      1541.92273, best error:      1137.78137 on epoch:    70, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 71.1433105469s, input_fired_time: 0.8730705380, output_fired_time: 0.7743028402, propagate_forward_time: 26.2994403839, propagate_backward_time: 40.5265045166, weight_update_time: 0.1167705655, other_time: 2.6699981689
epoch time: 5.8095145226s, input_fired_time: 0.1098112538, output_fired_time: 0.0000000000, propagate_forward_time: 5.2229471207, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4767560959
validation[          , genome  4531] predictions:    9645/  10000 (96.45%), best:    9656/10000 (96.56%), error:      1215.85815, best error:      1137.78137 on epoch:    70, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 71.6430282593s, input_fired_time: 0.8767608404, output_fired_time: 0.7801160216, propagate_forward_time: 26.5431041718, propagate_backward_time: 40.7965927124, weight_update_time: 0.1163700894, other_time: 2.6464538574
epoch time: 5.8273348808s, input_fired_time: 0.1104311794, output_fired_time: 0.0000000000, propagate_forward_time: 5.2455163002, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4713873863
validation[          , genome  4531] predictions:    9586/  10000 (95.86%), best:    9656/10000 (96.56%), error:      1386.74426, best error:      1137.78137 on epoch:    70, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 71.4278564453s, input_fired_time: 0.8716721535, output_fired_time: 0.7784284949, propagate_forward_time: 26.4189071655, propagate_backward_time: 40.6941108704, weight_update_time: 0.1175038517, other_time: 2.6647377014
epoch time: 5.8203516006s, input_fired_time: 0.1111728847, output_fired_time: 0.0000000000, propagate_forward_time: 5.2393379211, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4698410034
validation[          , genome  4531] predictions:    9666/  10000 (96.66%), best:    9656/10000 (96.56%), error:      1158.40454, best error:      1137.78137 on epoch:    70, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 71.3018569946s, input_fired_time: 0.8625229597, output_fired_time: 0.7880569100, propagate_forward_time: 26.3133239746, propagate_backward_time: 40.6954307556, weight_update_time: 0.1202475727, other_time: 2.6425209045
epoch time: 5.8305363655s, input_fired_time: 0.1089558527, output_fired_time: 0.0000000000, propagate_forward_time: 5.2571682930, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4644122124
validation[          , genome  4531] predictions:    9679/  10000 (96.79%), best:    9656/10000 (96.56%), error:      1146.95740, best error:      1137.78137 on epoch:    70, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 71.0841522217s, input_fired_time: 0.8755504489, output_fired_time: 0.7798185945, propagate_forward_time: 26.2225036621, propagate_backward_time: 40.5452156067, weight_update_time: 0.1163941994, other_time: 2.6610679626
epoch time: 5.9051785469s, input_fired_time: 0.1087266654, output_fired_time: 0.0000000000, propagate_forward_time: 5.3384900093, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4579620361
validation[          , genome  4531] predictions:    9678/  10000 (96.78%), best:    9678/10000 (96.78%), error:      1124.02942, best error:      1124.02942 on epoch:    76, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 71.3430175781s, input_fired_time: 0.8688164353, output_fired_time: 0.7783538103, propagate_forward_time: 26.4137744904, propagate_backward_time: 40.6695594788, weight_update_time: 0.1149617881, other_time: 2.6125144958
epoch time: 5.9935302734s, input_fired_time: 0.1113997474, output_fired_time: 0.0000000000, propagate_forward_time: 5.4043555260, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4777750969
validation[          , genome  4531] predictions:    9656/  10000 (96.56%), best:    9678/10000 (96.78%), error:      1171.82715, best error:      1124.02942 on epoch:    76, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 71.4243545532s, input_fired_time: 0.8695787191, output_fired_time: 0.7788617611, propagate_forward_time: 26.4085922241, propagate_backward_time: 40.7397041321, weight_update_time: 0.1147567555, other_time: 2.6276206970
epoch time: 5.8285460472s, input_fired_time: 0.1079979315, output_fired_time: 0.0000000000, propagate_forward_time: 5.2582912445, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4622569084
validation[          , genome  4531] predictions:    9658/  10000 (96.58%), best:    9678/10000 (96.78%), error:      1160.92627, best error:      1124.02942 on epoch:    76, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 72.2020187378s, input_fired_time: 0.8840256333, output_fired_time: 0.7796905041, propagate_forward_time: 26.6611690521, propagate_backward_time: 41.2034187317, weight_update_time: 0.1147611812, other_time: 2.6737098694
epoch time: 6.0325465202s, input_fired_time: 0.1132859513, output_fired_time: 0.0000000000, propagate_forward_time: 5.4338359833, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4854245186
validation[          , genome  4531] predictions:    9633/  10000 (96.33%), best:    9678/10000 (96.78%), error:      1198.41138, best error:      1124.02942 on epoch:    76, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 70.9122543335s, input_fired_time: 0.8642888665, output_fired_time: 0.7685465217, propagate_forward_time: 26.2117214203, propagate_backward_time: 40.4311103821, weight_update_time: 0.1153599098, other_time: 2.6365852356
epoch time: 5.9543857574s, input_fired_time: 0.1102820709, output_fired_time: 0.0000000000, propagate_forward_time: 5.3728985786, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4712052345
validation[          , genome  4531] predictions:    9616/  10000 (96.16%), best:    9678/10000 (96.78%), error:      1290.38452, best error:      1124.02942 on epoch:    76, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 71.5756759644s, input_fired_time: 0.8695986867, output_fired_time: 0.8052775860, propagate_forward_time: 26.4897899628, propagate_backward_time: 40.8131942749, weight_update_time: 0.1160673946, other_time: 2.5978164673
epoch time: 5.9100351334s, input_fired_time: 0.1113666669, output_fired_time: 0.0000000000, propagate_forward_time: 5.3382654190, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4604029655
validation[          , genome  4531] predictions:    9681/  10000 (96.81%), best:    9681/10000 (96.81%), error:      1118.28833, best error:      1118.28833 on epoch:    81, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 71.7329254150s, input_fired_time: 0.8716874719, output_fired_time: 0.7957822084, propagate_forward_time: 26.4738368988, propagate_backward_time: 40.9357948303, weight_update_time: 0.1269527525, other_time: 2.6558189392
epoch time: 5.8210821152s, input_fired_time: 0.1093314812, output_fired_time: 0.0000000000, propagate_forward_time: 5.2456035614, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4661469460
validation[          , genome  4531] predictions:    9664/  10000 (96.64%), best:    9681/10000 (96.81%), error:      1170.98962, best error:      1118.28833 on epoch:    81, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 70.9066390991s, input_fired_time: 0.8748056889, output_fired_time: 0.7718564272, propagate_forward_time: 26.1905918121, propagate_backward_time: 40.3893356323, weight_update_time: 0.1154217124, other_time: 2.6800460815
epoch time: 5.8354272842s, input_fired_time: 0.1103224531, output_fired_time: 0.0000000000, propagate_forward_time: 5.2579083443, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4671964645
validation[          , genome  4531] predictions:    9645/  10000 (96.45%), best:    9681/10000 (96.81%), error:      1205.55273, best error:      1118.28833 on epoch:    81, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 71.0866394043s, input_fired_time: 0.8597717881, output_fired_time: 0.7724203467, propagate_forward_time: 26.3003482819, propagate_backward_time: 40.5251007080, weight_update_time: 0.1145430431, other_time: 2.6289978027
epoch time: 5.9325761795s, input_fired_time: 0.1099489778, output_fired_time: 0.0000000000, propagate_forward_time: 5.3541550636, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4684720039
validation[          , genome  4531] predictions:    9624/  10000 (96.24%), best:    9681/10000 (96.81%), error:      1248.29163, best error:      1118.28833 on epoch:    81, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 71.4432678223s, input_fired_time: 0.8678584695, output_fired_time: 0.7804135680, propagate_forward_time: 26.3829689026, propagate_backward_time: 40.8170547485, weight_update_time: 0.1201308444, other_time: 2.5949745178
epoch time: 5.7228012085s, input_fired_time: 0.1080907658, output_fired_time: 0.0000000000, propagate_forward_time: 5.1597065926, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4550037384
validation[          , genome  4531] predictions:    9641/  10000 (96.41%), best:    9681/10000 (96.81%), error:      1198.88184, best error:      1118.28833 on epoch:    81, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 71.9431838989s, input_fired_time: 0.8853061795, output_fired_time: 0.7944787145, propagate_forward_time: 26.5273761749, propagate_backward_time: 41.0986938477, weight_update_time: 0.1166790873, other_time: 2.6373291016
epoch time: 5.8266038895s, input_fired_time: 0.1113356799, output_fired_time: 0.0000000000, propagate_forward_time: 5.2465291023, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4687390327
validation[          , genome  4531] predictions:    9668/  10000 (96.68%), best:    9681/10000 (96.81%), error:      1136.19482, best error:      1118.28833 on epoch:    81, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 72.3432540894s, input_fired_time: 0.8795645833, output_fired_time: 0.7990098596, propagate_forward_time: 26.7008132935, propagate_backward_time: 41.2405471802, weight_update_time: 0.1201652735, other_time: 2.7233200073
epoch time: 6.0804514885s, input_fired_time: 0.1245939508, output_fired_time: 0.0000000000, propagate_forward_time: 5.4372034073, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5186543465
validation[          , genome  4531] predictions:    9661/  10000 (96.61%), best:    9681/10000 (96.81%), error:      1163.66626, best error:      1118.28833 on epoch:    81, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 71.1058578491s, input_fired_time: 0.8850354552, output_fired_time: 0.7813367844, propagate_forward_time: 26.2604846954, propagate_backward_time: 40.5244407654, weight_update_time: 0.1156029776, other_time: 2.6545677185
epoch time: 5.8706741333s, input_fired_time: 0.1107782647, output_fired_time: 0.0000000000, propagate_forward_time: 5.3044900894, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4554057121
validation[          , genome  4531] predictions:    9603/  10000 (96.03%), best:    9681/10000 (96.81%), error:      1336.26050, best error:      1118.28833 on epoch:    81, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 71.1567306519s, input_fired_time: 0.8636578918, output_fired_time: 0.7714718580, propagate_forward_time: 26.3103332520, propagate_backward_time: 40.5774650574, weight_update_time: 0.1148730069, other_time: 2.6338081360
epoch time: 5.8133473396s, input_fired_time: 0.1086686924, output_fired_time: 0.0000000000, propagate_forward_time: 5.2484297752, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4562487602
validation[          , genome  4531] predictions:    9669/  10000 (96.69%), best:    9681/10000 (96.81%), error:      1141.03601, best error:      1118.28833 on epoch:    81, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 71.3294525146s, input_fired_time: 0.8653641939, output_fired_time: 0.7754504085, propagate_forward_time: 26.3973598480, propagate_backward_time: 40.6979484558, weight_update_time: 0.1137650907, other_time: 2.5933265686
epoch time: 5.8634357452s, input_fired_time: 0.1090681702, output_fired_time: 0.0000000000, propagate_forward_time: 5.2839369774, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4704303741
validation[          , genome  4531] predictions:    9578/  10000 (95.78%), best:    9681/10000 (96.81%), error:      1403.52234, best error:      1118.28833 on epoch:    81, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 71.6032409668s, input_fired_time: 0.8794252872, output_fired_time: 0.7812716961, propagate_forward_time: 26.5081729889, propagate_backward_time: 40.8284645081, weight_update_time: 0.1194894835, other_time: 2.6059074402
epoch time: 5.8409757614s, input_fired_time: 0.1093832403, output_fired_time: 0.0000000000, propagate_forward_time: 5.2620086670, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4695839882
validation[          , genome  4531] predictions:    9657/  10000 (96.57%), best:    9681/10000 (96.81%), error:      1156.69226, best error:      1118.28833 on epoch:    81, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 70.5829544067s, input_fired_time: 0.8679211140, output_fired_time: 0.7685196400, propagate_forward_time: 26.0926017761, propagate_backward_time: 40.2369689941, weight_update_time: 0.1148322895, other_time: 2.6169471741
epoch time: 5.9854745865s, input_fired_time: 0.1166805699, output_fired_time: 0.0000000000, propagate_forward_time: 5.3888516426, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4799423218
validation[          , genome  4531] predictions:    9642/  10000 (96.42%), best:    9681/10000 (96.81%), error:      1202.26416, best error:      1118.28833 on epoch:    81, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 71.1017150879s, input_fired_time: 0.8660290837, output_fired_time: 0.7842730880, propagate_forward_time: 26.3042163849, propagate_backward_time: 40.5536155701, weight_update_time: 0.1149456203, other_time: 2.5935859680
epoch time: 5.8129820824s, input_fired_time: 0.1100979596, output_fired_time: 0.0000000000, propagate_forward_time: 5.2402133942, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4626708031
validation[          , genome  4531] predictions:    9671/  10000 (96.71%), best:    9681/10000 (96.81%), error:      1133.21179, best error:      1118.28833 on epoch:    81, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 71.1378250122s, input_fired_time: 0.8663986921, output_fired_time: 0.7817661762, propagate_forward_time: 26.3023376465, propagate_backward_time: 40.5493316650, weight_update_time: 0.1147791818, other_time: 2.6379852295
epoch time: 5.9263358116s, input_fired_time: 0.1152522266, output_fired_time: 0.0000000000, propagate_forward_time: 5.3218994141, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4891843796
validation[          , genome  4531] predictions:    9626/  10000 (96.26%), best:    9681/10000 (96.81%), error:      1287.41479, best error:      1118.28833 on epoch:    81, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 71.9668579102s, input_fired_time: 0.8862784505, output_fired_time: 0.7837574482, propagate_forward_time: 26.6490364075, propagate_backward_time: 40.9642982483, weight_update_time: 0.1151980907, other_time: 2.6834869385
epoch time: 5.8322000504s, input_fired_time: 0.1115322635, output_fired_time: 0.0000000000, propagate_forward_time: 5.2604231834, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4602446556
validation[          , genome  4531] predictions:    9638/  10000 (96.38%), best:    9681/10000 (96.81%), error:      1283.81311, best error:      1118.28833 on epoch:    81, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 71.7343521118s, input_fired_time: 0.8900030851, output_fired_time: 0.7803820372, propagate_forward_time: 26.5489521027, propagate_backward_time: 40.9086723328, weight_update_time: 0.1163199916, other_time: 2.6063499451
epoch time: 5.8923835754s, input_fired_time: 0.1218904480, output_fired_time: 0.0000000000, propagate_forward_time: 5.2941527367, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4763402939
validation[          , genome  4531] predictions:    9630/  10000 (96.30%), best:    9681/10000 (96.81%), error:      1284.17493, best error:      1118.28833 on epoch:    81, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 71.2600708008s, input_fired_time: 0.8772920966, output_fired_time: 0.7813885808, propagate_forward_time: 26.3727836609, propagate_backward_time: 40.6264114380, weight_update_time: 0.1149560511, other_time: 2.6021995544
epoch time: 5.9023485184s, input_fired_time: 0.1103960648, output_fired_time: 0.0000000000, propagate_forward_time: 5.3261904716, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4657621384
validation[          , genome  4531] predictions:    9646/  10000 (96.46%), best:    9681/10000 (96.81%), error:      1191.19824, best error:      1118.28833 on epoch:    81, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 71.3169403076s, input_fired_time: 0.8683582544, output_fired_time: 0.7851802111, propagate_forward_time: 26.3529014587, propagate_backward_time: 40.6807746887, weight_update_time: 0.1151613593, other_time: 2.6297302246
epoch time: 5.8509273529s, input_fired_time: 0.1084895656, output_fired_time: 0.0000000000, propagate_forward_time: 5.2839627266, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4584751129
validation[          , genome  4531] predictions:    9510/  10000 (95.10%), best:    9681/10000 (96.81%), error:      1650.42261, best error:      1118.28833 on epoch:    81, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 71.2546539307s, input_fired_time: 0.8691315055, output_fired_time: 0.7787883282, propagate_forward_time: 26.3420391083, propagate_backward_time: 40.6383819580, weight_update_time: 0.1151822880, other_time: 2.6263122559
epoch time: 5.8949103355s, input_fired_time: 0.1168567762, output_fired_time: 0.0000000000, propagate_forward_time: 5.3134379387, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4646158218
validation[          , genome  4531] predictions:    9612/  10000 (96.12%), best:    9681/10000 (96.81%), error:      1299.63599, best error:      1118.28833 on epoch:    81, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 71.3297195435s, input_fired_time: 0.8809847832, output_fired_time: 0.7913540602, propagate_forward_time: 26.2826118469, propagate_backward_time: 40.7428932190, weight_update_time: 0.1217492074, other_time: 2.6318817139
epoch time: 6.1637015343s, input_fired_time: 0.1168307811, output_fired_time: 0.0000000000, propagate_forward_time: 5.5602989197, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4865717888
validation[          , genome  4531] predictions:    9659/  10000 (96.59%), best:    9681/10000 (96.81%), error:      1144.73645, best error:      1118.28833 on epoch:    81, 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: 29.4645500183s, input_fired_time: 0.5561450720, output_fired_time: 0.0000000000, propagate_forward_time: 26.5063076019, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4020977020
best training[          , genome  4531] predictions:   48946/  50000 (97.89%), best:    9681/10000 (96.81%), error:      3810.83472, best error:      1118.28833 on epoch:    81, 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: 5.7817649841s, input_fired_time: 0.1085908264, output_fired_time: 0.0000000000, propagate_forward_time: 5.2082862854, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4648880959
   testing[          , genome  4531] predictions:    9706/  10000 (97.06%), best:    9681/10000 (96.81%), error:       995.98865, best error:      1118.28833 on epoch:    81, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
04:45:05 (6496): called boinc_finish(0)

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