Nameexact_genome_1508499903_23_16592_0
Workunit2273383
Created27 Oct 2017, 10:50:29 UTC
Sent27 Oct 2017, 11:58:36 UTC
Report deadline15 Dec 2017, 5:09:26 UTC
Received31 Oct 2017, 1:06:28 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID54172
Run time1 days 1 hours 45 min 1 sec
CPU time1 days 1 hours 38 min 47 sec
Validate stateInitial
Credit0.00
Device peak FLOPS3.27 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size171.33 MB
Peak swap size173.12 MB
Peak disk usage3.42 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
, genome 16592] predictions:    9796/  10000 (97.96%), best:    9852/10000 (98.52%), error:       660.19000, best error:       486.94501 on epoch:    10, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 843.7038574219s, input_fired_time: 9.8599500656, output_fired_time: 7.5490469933, propagate_forward_time: 328.9539794922, propagate_backward_time: 487.2368469238, weight_update_time: 0.7588520050, other_time: 10.1040344238
epoch time: 68.6957321167s, input_fired_time: 1.0688958168, output_fired_time: 0.0000000000, propagate_forward_time: 65.8046722412, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8221664429
validation[          , genome 16592] predictions:    9821/  10000 (98.21%), best:    9852/10000 (98.52%), error:       589.25806, best error:       486.94501 on epoch:    10, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 843.6591796875s, input_fired_time: 9.8645915985, output_fired_time: 7.5446009636, propagate_forward_time: 328.7785949707, propagate_backward_time: 487.3476257324, weight_update_time: 0.7590972781, other_time: 10.1237792969
epoch time: 68.6360244751s, input_fired_time: 1.0768377781, output_fired_time: 0.0000000000, propagate_forward_time: 65.7287597656, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8304290771
validation[          , genome 16592] predictions:    9853/  10000 (98.53%), best:    9853/10000 (98.53%), error:       468.84555, best error:       468.84555 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 843.4540405273s, input_fired_time: 9.8751220703, output_fired_time: 7.5426239967, propagate_forward_time: 328.9759521484, propagate_backward_time: 486.9467773438, weight_update_time: 0.7583453655, other_time: 10.1135864258
epoch time: 68.7924728394s, input_fired_time: 1.0832470655, output_fired_time: 0.0000000000, propagate_forward_time: 65.8601684570, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8490600586
validation[          , genome 16592] predictions:    9859/  10000 (98.59%), best:    9859/10000 (98.59%), error:       466.59259, best error:       466.59259 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 845.2211914062s, input_fired_time: 9.9027872086, output_fired_time: 7.5772705078, propagate_forward_time: 329.4088439941, propagate_backward_time: 488.1333618164, weight_update_time: 0.7573469877, other_time: 10.1989440918
epoch time: 70.6394958496s, input_fired_time: 1.0930712223, output_fired_time: 0.0000000000, propagate_forward_time: 67.6594772339, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8869476318
validation[          , genome 16592] predictions:    9860/  10000 (98.60%), best:    9860/10000 (98.60%), error:       448.07571, best error:       448.07571 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 846.8989257812s, input_fired_time: 9.9217014313, output_fired_time: 7.5552110672, propagate_forward_time: 331.2376708984, propagate_backward_time: 487.9443359375, weight_update_time: 0.7571425438, other_time: 10.2399902344
epoch time: 68.7076187134s, input_fired_time: 1.0781426430, output_fired_time: 0.0000000000, propagate_forward_time: 65.7758636475, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8536148071
validation[          , genome 16592] predictions:    9793/  10000 (97.93%), best:    9860/10000 (98.60%), error:       623.69440, best error:       448.07571 on epoch:    18, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 842.0483398438s, input_fired_time: 9.8615655899, output_fired_time: 7.5077099800, propagate_forward_time: 328.6636962891, propagate_backward_time: 485.8300476074, weight_update_time: 0.7558372617, other_time: 10.1853332520
epoch time: 68.3163757324s, input_fired_time: 1.0727845430, output_fired_time: 0.0000000000, propagate_forward_time: 65.4096069336, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8339843750
validation[          , genome 16592] predictions:    9811/  10000 (98.11%), best:    9860/10000 (98.60%), error:       620.16803, best error:       448.07571 on epoch:    18, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 841.0075683594s, input_fired_time: 9.8409109116, output_fired_time: 7.4804034233, propagate_forward_time: 328.5603637695, propagate_backward_time: 484.8632202148, weight_update_time: 0.7540701628, other_time: 10.2626953125
epoch time: 68.6369400024s, input_fired_time: 1.0704182386, output_fired_time: 0.0000000000, propagate_forward_time: 65.7464675903, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8200531006
validation[          , genome 16592] predictions:    9811/  10000 (98.11%), best:    9860/10000 (98.60%), error:       640.41846, best error:       448.07571 on epoch:    18, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 844.1796264648s, input_fired_time: 9.9021282196, output_fired_time: 7.5946078300, propagate_forward_time: 329.2245178223, propagate_backward_time: 487.3248291016, weight_update_time: 0.7537834644, other_time: 10.1335754395
epoch time: 69.5227279663s, input_fired_time: 1.0940099955, output_fired_time: 0.0000000000, propagate_forward_time: 66.5640487671, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8646697998
validation[          , genome 16592] predictions:    9853/  10000 (98.53%), best:    9860/10000 (98.60%), error:       480.92578, best error:       448.07571 on epoch:    18, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 842.3684082031s, input_fired_time: 9.8959426880, output_fired_time: 7.4612932205, propagate_forward_time: 328.6117858887, propagate_backward_time: 486.0136413574, weight_update_time: 0.7553260326, other_time: 10.3857421875
epoch time: 67.1189270020s, input_fired_time: 1.0689125061, output_fired_time: 0.0000000000, propagate_forward_time: 64.1836013794, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8664169312
validation[          , genome 16592] predictions:    9867/  10000 (98.67%), best:    9867/10000 (98.67%), error:       411.04791, best error:       411.04791 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 842.9516601562s, input_fired_time: 9.9139881134, output_fired_time: 7.5277867317, propagate_forward_time: 328.6674804688, propagate_backward_time: 486.6194763184, weight_update_time: 0.7589218616, other_time: 10.2229309082
epoch time: 68.7621536255s, input_fired_time: 1.0866410732, output_fired_time: 0.0000000000, propagate_forward_time: 65.8384170532, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8370971680
validation[          , genome 16592] predictions:    9866/  10000 (98.66%), best:    9867/10000 (98.67%), error:       418.52414, best error:       411.04791 on epoch:    23, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 841.5971069336s, input_fired_time: 9.8869590759, output_fired_time: 7.4823207855, propagate_forward_time: 328.7626342773, propagate_backward_time: 485.3307189941, weight_update_time: 0.7556788325, other_time: 10.1344909668
epoch time: 68.5730361938s, input_fired_time: 1.0831400156, output_fired_time: 0.0000000000, propagate_forward_time: 65.6711349487, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8187637329
validation[          , genome 16592] predictions:    9855/  10000 (98.55%), best:    9867/10000 (98.67%), error:       474.97729, best error:       411.04791 on epoch:    23, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 844.6640625000s, input_fired_time: 9.9457902908, output_fired_time: 7.5893731117, propagate_forward_time: 329.1468811035, propagate_backward_time: 487.7830200195, weight_update_time: 0.7589345574, other_time: 10.1990051270
epoch time: 68.7267456055s, input_fired_time: 1.0851795673, output_fired_time: 0.0000000000, propagate_forward_time: 65.8097839355, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8317794800
validation[          , genome 16592] predictions:    9874/  10000 (98.74%), best:    9874/10000 (98.74%), error:       405.22729, best error:       405.22729 on epoch:    26, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 849.0173950195s, input_fired_time: 10.0077457428, output_fired_time: 7.5331492424, propagate_forward_time: 330.6155090332, propagate_backward_time: 490.5816650391, weight_update_time: 0.7678008080, other_time: 10.2793273926
epoch time: 71.8752899170s, input_fired_time: 1.0991934538, output_fired_time: 0.0000000000, propagate_forward_time: 68.8138351440, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9622650146
validation[          , genome 16592] predictions:    9839/  10000 (98.39%), best:    9874/10000 (98.74%), error:       470.61737, best error:       405.22729 on epoch:    26, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 848.9030761719s, input_fired_time: 9.9736270905, output_fired_time: 7.5729684830, propagate_forward_time: 331.1114196777, propagate_backward_time: 489.9476013184, weight_update_time: 0.7578307986, other_time: 10.2974243164
epoch time: 68.6502609253s, input_fired_time: 1.0906840563, output_fired_time: 0.0000000000, propagate_forward_time: 65.7129669189, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8466110229
validation[          , genome 16592] predictions:    9866/  10000 (98.66%), best:    9874/10000 (98.74%), error:       415.15701, best error:       405.22729 on epoch:    26, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 840.6942138672s, input_fired_time: 9.9082212448, output_fired_time: 7.4860563278, propagate_forward_time: 329.1704711914, propagate_backward_time: 483.7177124023, weight_update_time: 0.7529358864, other_time: 10.4117431641
epoch time: 68.6189575195s, input_fired_time: 1.0913683176, output_fired_time: 0.0000000000, propagate_forward_time: 65.7135162354, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8140716553
validation[          , genome 16592] predictions:    9876/  10000 (98.76%), best:    9874/10000 (98.74%), error:       408.72766, best error:       405.22729 on epoch:    26, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 845.6362915039s, input_fired_time: 9.9765548706, output_fired_time: 7.5791258812, propagate_forward_time: 329.2305297852, propagate_backward_time: 488.5804443359, weight_update_time: 0.7568413615, other_time: 10.2696533203
epoch time: 68.5616683960s, input_fired_time: 1.0837938786, output_fired_time: 0.0000000000, propagate_forward_time: 65.6576690674, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8202056885
validation[          , genome 16592] predictions:    9835/  10000 (98.35%), best:    9874/10000 (98.74%), error:       523.80402, best error:       405.22729 on epoch:    26, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 844.8630371094s, input_fired_time: 9.9834537506, output_fired_time: 7.5390319824, propagate_forward_time: 330.0233154297, propagate_backward_time: 487.0447998047, weight_update_time: 0.7605783343, other_time: 10.2724609375
epoch time: 70.4724426270s, input_fired_time: 1.1140356064, output_fired_time: 0.0000000000, propagate_forward_time: 67.4975433350, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8608627319
validation[          , genome 16592] predictions:    9880/  10000 (98.80%), best:    9880/10000 (98.80%), error:       376.99615, best error:       376.99615 on epoch:    31, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 847.5741577148s, input_fired_time: 9.9960689545, output_fired_time: 7.5765676498, propagate_forward_time: 329.9139099121, propagate_backward_time: 489.7822570801, weight_update_time: 0.7685537934, other_time: 10.3053588867
epoch time: 68.7101898193s, input_fired_time: 1.0844384432, output_fired_time: 0.0000000000, propagate_forward_time: 65.7806091309, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8451385498
validation[          , genome 16592] predictions:    9850/  10000 (98.50%), best:    9880/10000 (98.80%), error:       485.10254, best error:       376.99615 on epoch:    31, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 842.1682128906s, input_fired_time: 9.9192638397, output_fired_time: 7.5507850647, propagate_forward_time: 328.2254943848, propagate_backward_time: 486.2914733887, weight_update_time: 0.7575126886, other_time: 10.1812133789
epoch time: 68.5239944458s, input_fired_time: 1.0839160681, output_fired_time: 0.0000000000, propagate_forward_time: 65.6243972778, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8156814575
validation[          , genome 16592] predictions:    9843/  10000 (98.43%), best:    9880/10000 (98.80%), error:       466.59451, best error:       376.99615 on epoch:    31, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 842.7991943359s, input_fired_time: 9.9554023743, output_fired_time: 7.5706167221, propagate_forward_time: 328.3999023438, propagate_backward_time: 486.7427062988, weight_update_time: 0.7575024962, other_time: 10.1305847168
epoch time: 68.4429092407s, input_fired_time: 1.0832396746, output_fired_time: 0.0000000000, propagate_forward_time: 65.5817413330, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7779312134
validation[          , genome 16592] predictions:    9850/  10000 (98.50%), best:    9880/10000 (98.80%), error:       481.26413, best error:       376.99615 on epoch:    31, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 841.8604125977s, input_fired_time: 9.9362525940, output_fired_time: 7.5257582664, propagate_forward_time: 328.5991821289, propagate_backward_time: 485.6053466797, weight_update_time: 0.7544022202, other_time: 10.1938476562
epoch time: 68.6215744019s, input_fired_time: 1.0950171947, output_fired_time: 0.0000000000, propagate_forward_time: 65.6876983643, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8388595581
validation[          , genome 16592] predictions:    9873/  10000 (98.73%), best:    9880/10000 (98.80%), error:       388.94321, best error:       376.99615 on epoch:    31, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 835.1107788086s, input_fired_time: 9.8168544769, output_fired_time: 7.2698416710, propagate_forward_time: 326.8349304199, propagate_backward_time: 481.1073913574, weight_update_time: 0.7515289187, other_time: 10.0817871094
epoch time: 67.4962463379s, input_fired_time: 1.0963898897, output_fired_time: 0.0000000000, propagate_forward_time: 64.6107254028, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7891311646
validation[          , genome 16592] predictions:    9865/  10000 (98.65%), best:    9880/10000 (98.80%), error:       444.42746, best error:       376.99615 on epoch:    31, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 830.2435913086s, input_fired_time: 9.8511552811, output_fired_time: 7.4383749962, propagate_forward_time: 323.8501892090, propagate_backward_time: 479.0377197266, weight_update_time: 0.7452548146, other_time: 10.0661926270
epoch time: 67.4810791016s, input_fired_time: 1.0725971460, output_fired_time: 0.0000000000, propagate_forward_time: 64.6027755737, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8057098389
validation[          , genome 16592] predictions:    9865/  10000 (98.65%), best:    9880/10000 (98.80%), error:       437.29507, best error:       376.99615 on epoch:    31, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 839.5347290039s, input_fired_time: 9.9487504959, output_fired_time: 7.4996552467, propagate_forward_time: 327.3391113281, propagate_backward_time: 484.5242309570, weight_update_time: 0.7512837052, other_time: 10.2230224609
epoch time: 68.2162322998s, input_fired_time: 1.0867075920, output_fired_time: 0.0000000000, propagate_forward_time: 65.3151168823, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8144073486
validation[          , genome 16592] predictions:    9851/  10000 (98.51%), best:    9880/10000 (98.80%), error:       448.97723, best error:       376.99615 on epoch:    31, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 830.4849853516s, input_fired_time: 9.8836851120, output_fired_time: 7.4449477196, propagate_forward_time: 323.7764892578, propagate_backward_time: 479.3297424316, weight_update_time: 0.7472743988, other_time: 10.0501403809
epoch time: 68.0251312256s, input_fired_time: 1.1253336668, output_fired_time: 0.0000000000, propagate_forward_time: 65.0755844116, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8242111206
validation[          , genome 16592] predictions:    9889/  10000 (98.89%), best:    9889/10000 (98.89%), error:       344.32791, best error:       344.32791 on epoch:    39, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 835.1019897461s, input_fired_time: 9.8996706009, output_fired_time: 7.4218873978, propagate_forward_time: 326.0244750977, propagate_backward_time: 481.5958251953, weight_update_time: 0.7497159243, other_time: 10.1601562500
epoch time: 68.1463775635s, input_fired_time: 1.0869314671, output_fired_time: 0.0000000000, propagate_forward_time: 65.2534408569, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8060073853
validation[          , genome 16592] predictions:    9877/  10000 (98.77%), best:    9889/10000 (98.89%), error:       386.56696, best error:       344.32791 on epoch:    39, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 827.8218383789s, input_fired_time: 9.8419494629, output_fired_time: 7.3947172165, propagate_forward_time: 323.1171264648, propagate_backward_time: 477.3889465332, weight_update_time: 0.7463610172, other_time: 10.0790710449
epoch time: 67.2410278320s, input_fired_time: 1.0793277025, output_fired_time: 0.0000000000, propagate_forward_time: 64.3654022217, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7962951660
validation[          , genome 16592] predictions:    9860/  10000 (98.60%), best:    9889/10000 (98.89%), error:       468.29285, best error:       344.32791 on epoch:    39, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 838.8825683594s, input_fired_time: 9.9572553635, output_fired_time: 7.5120983124, propagate_forward_time: 327.1301574707, propagate_backward_time: 484.1550292969, weight_update_time: 0.7521493435, other_time: 10.1280212402
epoch time: 65.6646270752s, input_fired_time: 1.0604937077, output_fired_time: 0.0000000000, propagate_forward_time: 62.7862625122, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8178710938
validation[          , genome 16592] predictions:    9885/  10000 (98.85%), best:    9889/10000 (98.89%), error:       377.67627, best error:       344.32791 on epoch:    39, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 831.4043579102s, input_fired_time: 9.9030742645, output_fired_time: 7.4723625183, propagate_forward_time: 324.5672607422, propagate_backward_time: 479.3783264160, weight_update_time: 0.7467584610, other_time: 10.0833435059
epoch time: 67.5760650635s, input_fired_time: 1.0903041363, output_fired_time: 0.0000000000, propagate_forward_time: 64.6591033936, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8266601562
validation[          , genome 16592] predictions:    9878/  10000 (98.78%), best:    9889/10000 (98.89%), error:       386.50247, best error:       344.32791 on epoch:    39, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 842.0532836914s, input_fired_time: 10.0187625885, output_fired_time: 7.5679688454, propagate_forward_time: 328.2115173340, propagate_backward_time: 486.0454101562, weight_update_time: 0.7574941516, other_time: 10.2096252441
epoch time: 68.7509384155s, input_fired_time: 1.1025818586, output_fired_time: 0.0000000000, propagate_forward_time: 65.8150177002, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8333358765
validation[          , genome 16592] predictions:    9865/  10000 (98.65%), best:    9889/10000 (98.89%), error:       376.92871, best error:       344.32791 on epoch:    39, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 843.6436157227s, input_fired_time: 10.0070705414, output_fired_time: 7.5131239891, propagate_forward_time: 328.9354248047, propagate_backward_time: 487.0111694336, weight_update_time: 0.7611336112, other_time: 10.1768188477
epoch time: 68.3715667725s, input_fired_time: 1.1001223326, output_fired_time: 0.0000000000, propagate_forward_time: 65.4352035522, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8362426758
validation[          , genome 16592] predictions:    9882/  10000 (98.82%), best:    9889/10000 (98.89%), error:       361.35132, best error:       344.32791 on epoch:    39, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 843.7932128906s, input_fired_time: 10.0274095535, output_fired_time: 7.5612921715, propagate_forward_time: 328.7127380371, propagate_backward_time: 487.2440185547, weight_update_time: 0.7615760565, other_time: 10.2477722168
epoch time: 68.6818618774s, input_fired_time: 1.1004780531, output_fired_time: 0.0000000000, propagate_forward_time: 65.7427597046, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8386230469
validation[          , genome 16592] predictions:    9900/  10000 (99.00%), best:    9900/10000 (99.00%), error:       319.61438, best error:       319.61438 on epoch:    46, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 842.0736083984s, input_fired_time: 9.9656896591, output_fired_time: 7.5396161079, propagate_forward_time: 328.2145080566, propagate_backward_time: 486.1582946777, weight_update_time: 0.7576268315, other_time: 10.1954956055
epoch time: 68.4615936279s, input_fired_time: 1.1020318270, output_fired_time: 0.0000000000, propagate_forward_time: 65.5186080933, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8409500122
validation[          , genome 16592] predictions:    9886/  10000 (98.86%), best:    9900/10000 (99.00%), error:       370.03641, best error:       319.61438 on epoch:    46, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 842.1203613281s, input_fired_time: 9.9855642319, output_fired_time: 7.5041837692, propagate_forward_time: 328.4692687988, propagate_backward_time: 485.9799194336, weight_update_time: 0.7567790747, other_time: 10.1814270020
epoch time: 68.6360397339s, input_fired_time: 1.1032480001, output_fired_time: 0.0000000000, propagate_forward_time: 65.7076492310, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8251419067
validation[          , genome 16592] predictions:    9876/  10000 (98.76%), best:    9900/10000 (99.00%), error:       376.46347, best error:       319.61438 on epoch:    46, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 841.0086059570s, input_fired_time: 9.9675083160, output_fired_time: 7.4645161629, propagate_forward_time: 328.2978210449, propagate_backward_time: 485.1537780762, weight_update_time: 0.7547865510, other_time: 10.1249389648
epoch time: 68.5863952637s, input_fired_time: 1.0986855030, output_fired_time: 0.0000000000, propagate_forward_time: 65.6753997803, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8123092651
validation[          , genome 16592] predictions:    9861/  10000 (98.61%), best:    9900/10000 (99.00%), error:       437.22281, best error:       319.61438 on epoch:    46, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 840.5662841797s, input_fired_time: 9.9711771011, output_fired_time: 7.4821724892, propagate_forward_time: 328.0403442383, propagate_backward_time: 484.9663696289, weight_update_time: 0.7533380985, other_time: 10.1062011719
epoch time: 68.5748596191s, input_fired_time: 1.1017861366, output_fired_time: 0.0000000000, propagate_forward_time: 65.6508483887, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8222274780
validation[          , genome 16592] predictions:    9855/  10000 (98.55%), best:    9900/10000 (99.00%), error:       434.10028, best error:       319.61438 on epoch:    46, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 842.1566162109s, input_fired_time: 9.9949808121, output_fired_time: 7.4990849495, propagate_forward_time: 328.6487426758, propagate_backward_time: 485.8454895020, weight_update_time: 0.7578253150, other_time: 10.1683044434
epoch time: 68.6734085083s, input_fired_time: 1.1058850288, output_fired_time: 0.0000000000, propagate_forward_time: 65.7291259766, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8383941650
validation[          , genome 16592] predictions:    9878/  10000 (98.78%), best:    9900/10000 (99.00%), error:       391.48056, best error:       319.61438 on epoch:    46, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 844.1480712891s, input_fired_time: 10.0710945129, output_fired_time: 7.5265040398, propagate_forward_time: 329.1416931152, propagate_backward_time: 487.1573791504, weight_update_time: 0.7633640766, other_time: 10.2514038086
epoch time: 69.7975006104s, input_fired_time: 1.1132659912, output_fired_time: 0.0000000000, propagate_forward_time: 66.8387603760, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8454742432
validation[          , genome 16592] predictions:    9889/  10000 (98.89%), best:    9900/10000 (99.00%), error:       370.25690, best error:       319.61438 on epoch:    46, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 850.0318603516s, input_fired_time: 10.1262149811, output_fired_time: 7.6551079750, propagate_forward_time: 331.8381958008, propagate_backward_time: 490.1025695801, weight_update_time: 0.7682949901, other_time: 10.3097839355
epoch time: 68.6442565918s, input_fired_time: 1.1124814749, output_fired_time: 0.0000000000, propagate_forward_time: 65.6900787354, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8416976929
validation[          , genome 16592] predictions:    9890/  10000 (98.90%), best:    9900/10000 (99.00%), error:       380.37112, best error:       319.61438 on epoch:    46, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 843.2812500000s, input_fired_time: 10.0497131348, output_fired_time: 7.5481987000, propagate_forward_time: 328.6071166992, propagate_backward_time: 486.8679504395, weight_update_time: 0.7598829269, other_time: 10.2082824707
epoch time: 68.6584701538s, input_fired_time: 1.1073495150, output_fired_time: 0.0000000000, propagate_forward_time: 65.7279739380, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8231430054
validation[          , genome 16592] predictions:    9887/  10000 (98.87%), best:    9900/10000 (99.00%), error:       352.82211, best error:       319.61438 on epoch:    46, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 846.2385253906s, input_fired_time: 10.0910043716, output_fired_time: 7.5138621330, propagate_forward_time: 330.2568969727, propagate_backward_time: 488.0657653809, weight_update_time: 0.7602187991, other_time: 10.3110046387
epoch time: 68.7955703735s, input_fired_time: 1.1082988977, output_fired_time: 0.0000000000, propagate_forward_time: 65.8602676392, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8270034790
validation[          , genome 16592] predictions:    9849/  10000 (98.49%), best:    9900/10000 (99.00%), error:       506.69510, best error:       319.61438 on epoch:    46, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 844.0929565430s, input_fired_time: 10.0508117676, output_fired_time: 7.5334692001, propagate_forward_time: 329.4817504883, propagate_backward_time: 486.8256835938, weight_update_time: 0.7562558651, other_time: 10.2012329102
epoch time: 68.8265914917s, input_fired_time: 1.1126406193, output_fired_time: 0.0000000000, propagate_forward_time: 65.8787765503, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8351745605
validation[          , genome 16592] predictions:    9885/  10000 (98.85%), best:    9900/10000 (99.00%), error:       358.22583, best error:       319.61438 on epoch:    46, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 843.7593994141s, input_fired_time: 10.0584201813, output_fired_time: 7.5516195297, propagate_forward_time: 329.2406005859, propagate_backward_time: 486.6906738281, weight_update_time: 0.7598757148, other_time: 10.2180786133
epoch time: 68.7394790649s, input_fired_time: 1.1148695946, output_fired_time: 0.0000000000, propagate_forward_time: 65.7938842773, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8307266235
validation[          , genome 16592] predictions:    9873/  10000 (98.73%), best:    9900/10000 (99.00%), error:       402.99994, best error:       319.61438 on epoch:    46, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 845.3479614258s, input_fired_time: 10.0812587738, output_fired_time: 7.5710015297, propagate_forward_time: 329.5498046875, propagate_backward_time: 488.0081787109, weight_update_time: 0.7613799572, other_time: 10.1377563477
epoch time: 68.8587188721s, input_fired_time: 1.1146692038, output_fired_time: 0.0000000000, propagate_forward_time: 65.9311523438, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8128967285
validation[          , genome 16592] predictions:    9888/  10000 (98.88%), best:    9900/10000 (99.00%), error:       364.36465, best error:       319.61438 on epoch:    46, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 847.6983032227s, input_fired_time: 10.0873203278, output_fired_time: 7.5336136818, propagate_forward_time: 330.6708068848, propagate_backward_time: 489.2359619141, weight_update_time: 0.7647494674, other_time: 10.1705627441
epoch time: 68.7442855835s, input_fired_time: 1.1149163246, output_fired_time: 0.0000000000, propagate_forward_time: 65.7958679199, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8335037231
validation[          , genome 16592] predictions:    9902/  10000 (99.02%), best:    9900/10000 (99.00%), error:       330.61621, best error:       319.61438 on epoch:    46, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 852.0418701172s, input_fired_time: 10.1292905807, output_fired_time: 7.6189017296, propagate_forward_time: 331.9019165039, propagate_backward_time: 492.0836486816, weight_update_time: 0.7641490698, other_time: 10.3081359863
epoch time: 68.9083557129s, input_fired_time: 1.1171723604, output_fired_time: 0.0000000000, propagate_forward_time: 65.9629974365, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8281860352
validation[          , genome 16592] predictions:    9900/  10000 (99.00%), best:    9900/10000 (99.00%), error:       322.00858, best error:       319.61438 on epoch:    46, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 843.7777099609s, input_fired_time: 10.0912103653, output_fired_time: 7.5023221970, propagate_forward_time: 329.9438781738, propagate_backward_time: 486.0032653809, weight_update_time: 0.7548356652, other_time: 10.2370605469
epoch time: 68.8000488281s, input_fired_time: 1.1115312576, output_fired_time: 0.0000000000, propagate_forward_time: 65.8656005859, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8229141235
validation[          , genome 16592] predictions:    9898/  10000 (98.98%), best:    9900/10000 (99.00%), error:       322.42148, best error:       319.61438 on epoch:    46, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 846.8239135742s, input_fired_time: 10.1253681183, output_fired_time: 7.5324769020, propagate_forward_time: 330.7103271484, propagate_backward_time: 488.2591247559, weight_update_time: 0.7590143681, other_time: 10.1966247559
epoch time: 70.9398345947s, input_fired_time: 1.1338019371, output_fired_time: 0.0000000000, propagate_forward_time: 67.9524536133, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8535766602
validation[          , genome 16592] predictions:    9902/  10000 (99.02%), best:    9902/10000 (99.02%), error:       308.81702, best error:       308.81702 on epoch:    62, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 850.9281005859s, input_fired_time: 10.1202220917, output_fired_time: 7.5628824234, propagate_forward_time: 331.6804809570, propagate_backward_time: 491.3052673340, weight_update_time: 0.7612483501, other_time: 10.2592468262
epoch time: 69.0384216309s, input_fired_time: 1.1137297153, output_fired_time: 0.0000000000, propagate_forward_time: 66.0758590698, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8488311768
validation[          , genome 16592] predictions:    9896/  10000 (98.96%), best:    9902/10000 (99.02%), error:       355.95868, best error:       308.81702 on epoch:    62, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 845.0581665039s, input_fired_time: 10.0715827942, output_fired_time: 7.5123572350, propagate_forward_time: 329.7174987793, propagate_backward_time: 487.6283874512, weight_update_time: 0.7619144320, other_time: 10.1283569336
epoch time: 68.8848724365s, input_fired_time: 1.1149804592, output_fired_time: 0.0000000000, propagate_forward_time: 65.9384765625, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8314132690
validation[          , genome 16592] predictions:    9898/  10000 (98.98%), best:    9902/10000 (99.02%), error:       333.13123, best error:       308.81702 on epoch:    62, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 844.4844360352s, input_fired_time: 10.0600128174, output_fired_time: 7.5026049614, propagate_forward_time: 329.4445190430, propagate_backward_time: 487.3566589355, weight_update_time: 0.7591863871, other_time: 10.1206359863
epoch time: 68.8810882568s, input_fired_time: 1.1165002584, output_fired_time: 0.0000000000, propagate_forward_time: 65.9298171997, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8347702026
validation[          , genome 16592] predictions:    9899/  10000 (98.99%), best:    9902/10000 (99.02%), error:       327.48087, best error:       308.81702 on epoch:    62, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 845.7501831055s, input_fired_time: 10.1023616791, output_fired_time: 7.5818672180, propagate_forward_time: 329.6823730469, propagate_backward_time: 488.2309570312, weight_update_time: 0.7619209886, other_time: 10.1526489258
epoch time: 69.7420959473s, input_fired_time: 1.1201957464, output_fired_time: 0.0000000000, propagate_forward_time: 66.7740859985, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8478164673
validation[          , genome 16592] predictions:    9901/  10000 (99.01%), best:    9902/10000 (99.02%), error:       334.89249, best error:       308.81702 on epoch:    62, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 854.3103637695s, input_fired_time: 10.2601661682, output_fired_time: 7.6418170929, propagate_forward_time: 333.4240417480, propagate_backward_time: 492.6606750488, weight_update_time: 0.7682959437, other_time: 10.3236083984
epoch time: 71.2998199463s, input_fired_time: 1.1667317152, output_fired_time: 0.0000000000, propagate_forward_time: 68.2527847290, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8803024292
validation[          , genome 16592] predictions:    9893/  10000 (98.93%), best:    9902/10000 (99.02%), error:       316.06482, best error:       308.81702 on epoch:    62, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 855.5040893555s, input_fired_time: 10.2251033783, output_fired_time: 7.5482993126, propagate_forward_time: 334.0957641602, propagate_backward_time: 493.3173828125, weight_update_time: 0.7848947048, other_time: 10.3175659180
epoch time: 69.0112915039s, input_fired_time: 1.1233922243, output_fired_time: 0.0000000000, propagate_forward_time: 66.0637741089, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8241271973
validation[          , genome 16592] predictions:    9902/  10000 (99.02%), best:    9902/10000 (99.02%), error:       321.63016, best error:       308.81702 on epoch:    62, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 863.0017700195s, input_fired_time: 10.3800420761, output_fired_time: 7.7551903725, propagate_forward_time: 337.7341308594, propagate_backward_time: 496.6658935547, weight_update_time: 0.7688176632, other_time: 10.4664916992
epoch time: 67.8772048950s, input_fired_time: 1.1205469370, output_fired_time: 0.0000000000, propagate_forward_time: 64.8218841553, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9347763062
validation[          , genome 16592] predictions:    9898/  10000 (98.98%), best:    9902/10000 (99.02%), error:       337.04114, best error:       308.81702 on epoch:    62, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 845.8353271484s, input_fired_time: 10.1333131790, output_fired_time: 7.5768165588, propagate_forward_time: 329.8985595703, propagate_backward_time: 487.9344177246, weight_update_time: 0.7592099905, other_time: 10.2922058105
epoch time: 68.7543334961s, input_fired_time: 1.1169506311, output_fired_time: 0.0000000000, propagate_forward_time: 65.8420257568, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7953567505
validation[          , genome 16592] predictions:    9909/  10000 (99.09%), best:    9902/10000 (99.02%), error:       319.81735, best error:       308.81702 on epoch:    62, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 845.6319580078s, input_fired_time: 10.1033411026, output_fired_time: 7.5235667229, propagate_forward_time: 329.7665100098, propagate_backward_time: 488.0450134277, weight_update_time: 0.7600272298, other_time: 10.1935424805
epoch time: 68.9940872192s, input_fired_time: 1.1285036802, output_fired_time: 0.0000000000, propagate_forward_time: 66.0383987427, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8271865845
validation[          , genome 16592] predictions:    9890/  10000 (98.90%), best:    9902/10000 (99.02%), error:       345.60223, best error:       308.81702 on epoch:    62, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 845.1408691406s, input_fired_time: 10.1131057739, output_fired_time: 7.5444965363, propagate_forward_time: 329.7861328125, propagate_backward_time: 487.5005187988, weight_update_time: 0.7598516345, other_time: 10.1966247559
epoch time: 68.8572921753s, input_fired_time: 1.1230938435, output_fired_time: 0.0000000000, propagate_forward_time: 65.9156036377, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8185958862
validation[          , genome 16592] predictions:    9900/  10000 (99.00%), best:    9902/10000 (99.02%), error:       309.79364, best error:       308.81702 on epoch:    62, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 845.4893798828s, input_fired_time: 10.1055335999, output_fired_time: 7.5326423645, propagate_forward_time: 330.1472167969, propagate_backward_time: 487.5324401855, weight_update_time: 0.7573916316, other_time: 10.1715393066
epoch time: 68.9834442139s, input_fired_time: 1.1197559834, output_fired_time: 0.0000000000, propagate_forward_time: 66.0417327881, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8219528198
validation[          , genome 16592] predictions:    9859/  10000 (98.59%), best:    9902/10000 (99.02%), error:       428.39658, best error:       308.81702 on epoch:    62, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 839.0013427734s, input_fired_time: 10.0347719193, output_fired_time: 7.5018630028, propagate_forward_time: 327.1739196777, propagate_backward_time: 484.1414794922, weight_update_time: 0.7519478202, other_time: 10.1492614746
epoch time: 67.7995605469s, input_fired_time: 1.1116778851, output_fired_time: 0.0000000000, propagate_forward_time: 64.8699035645, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8179779053
validation[          , genome 16592] predictions:    9900/  10000 (99.00%), best:    9902/10000 (99.02%), error:       315.98300, best error:       308.81702 on epoch:    62, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 835.9703979492s, input_fired_time: 10.0328445435, output_fired_time: 7.5112686157, propagate_forward_time: 326.1318664551, propagate_backward_time: 482.1432495117, weight_update_time: 0.7511035800, other_time: 10.1511535645
epoch time: 68.7237396240s, input_fired_time: 1.1260553598, output_fired_time: 0.0000000000, propagate_forward_time: 65.7684326172, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8292541504
validation[          , genome 16592] predictions:    9901/  10000 (99.01%), best:    9902/10000 (99.02%), error:       315.59076, best error:       308.81702 on epoch:    62, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 843.1610717773s, input_fired_time: 10.1180877686, output_fired_time: 7.5373668671, propagate_forward_time: 329.1726684570, propagate_backward_time: 486.1578369141, weight_update_time: 0.7587494254, other_time: 10.1751098633
epoch time: 68.9465713501s, input_fired_time: 1.1235044003, output_fired_time: 0.0000000000, propagate_forward_time: 66.0017242432, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8213424683
validation[          , genome 16592] predictions:    9900/  10000 (99.00%), best:    9902/10000 (99.02%), error:       310.88071, best error:       308.81702 on epoch:    62, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 844.2708129883s, input_fired_time: 10.1243247986, output_fired_time: 7.5567965508, propagate_forward_time: 329.0988769531, propagate_backward_time: 487.2935485840, weight_update_time: 0.7586678863, other_time: 10.1972351074
epoch time: 68.9995651245s, input_fired_time: 1.1285028458, output_fired_time: 0.0000000000, propagate_forward_time: 66.0408859253, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8301773071
validation[          , genome 16592] predictions:    9902/  10000 (99.02%), best:    9902/10000 (99.02%), error:       313.11288, best error:       308.81702 on epoch:    62, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 845.5056152344s, input_fired_time: 10.1355924606, output_fired_time: 7.5027713776, propagate_forward_time: 330.0969543457, propagate_backward_time: 487.5774536133, weight_update_time: 0.7579382062, other_time: 10.1928405762
epoch time: 69.0108184814s, input_fired_time: 1.1355192661, output_fired_time: 0.0000000000, propagate_forward_time: 66.0430679321, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8322296143
validation[          , genome 16592] predictions:    9897/  10000 (98.97%), best:    9902/10000 (99.02%), error:       329.36566, best error:       308.81702 on epoch:    62, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 847.2889404297s, input_fired_time: 10.1718435287, output_fired_time: 7.5966486931, propagate_forward_time: 330.0622863770, propagate_backward_time: 489.2646484375, weight_update_time: 0.7620090246, other_time: 10.1935729980
epoch time: 68.8715209961s, input_fired_time: 1.1294040680, output_fired_time: 0.0000000000, propagate_forward_time: 65.9022293091, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8398895264
validation[          , genome 16592] predictions:    9897/  10000 (98.97%), best:    9902/10000 (99.02%), error:       332.16699, best error:       308.81702 on epoch:    62, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 846.4396972656s, input_fired_time: 10.1592063904, output_fired_time: 7.6003398895, propagate_forward_time: 329.7679748535, propagate_backward_time: 488.7152404785, weight_update_time: 0.7632672191, other_time: 10.1969604492
epoch time: 68.9518585205s, input_fired_time: 1.1261255741, output_fired_time: 0.0000000000, propagate_forward_time: 65.9844589233, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8412704468
validation[          , genome 16592] predictions:    9906/  10000 (99.06%), best:    9906/10000 (99.06%), error:       305.86923, best error:       305.86923 on epoch:    80, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 846.5363769531s, input_fired_time: 10.1584529877, output_fired_time: 7.5704946518, propagate_forward_time: 329.9342041016, propagate_backward_time: 488.6752624512, weight_update_time: 0.7620706558, other_time: 10.1979675293
epoch time: 68.9324951172s, input_fired_time: 1.1276713610, output_fired_time: 0.0000000000, propagate_forward_time: 65.9750137329, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8298110962
validation[          , genome 16592] predictions:    9898/  10000 (98.98%), best:    9906/10000 (99.06%), error:       322.27515, best error:       305.86923 on epoch:    80, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 839.3148803711s, input_fired_time: 10.0936565399, output_fired_time: 7.4903469086, propagate_forward_time: 327.3645324707, propagate_backward_time: 484.1458129883, weight_update_time: 0.7533646226, other_time: 10.2205505371
epoch time: 68.3280944824s, input_fired_time: 1.1171036959, output_fired_time: 0.0000000000, propagate_forward_time: 65.3960266113, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8149642944
validation[          , genome 16592] predictions:    9899/  10000 (98.99%), best:    9906/10000 (99.06%), error:       308.23807, best error:       305.86923 on epoch:    80, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 842.3469848633s, input_fired_time: 10.1790103912, output_fired_time: 7.5179753304, propagate_forward_time: 328.8675537109, propagate_backward_time: 485.5405273438, weight_update_time: 0.7545394301, other_time: 10.2418823242
epoch time: 68.9932250977s, input_fired_time: 1.1290862560, output_fired_time: 0.0000000000, propagate_forward_time: 66.0336227417, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8305130005
validation[          , genome 16592] predictions:    9909/  10000 (99.09%), best:    9906/10000 (99.06%), error:       321.43570, best error:       305.86923 on epoch:    80, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 846.8579711914s, input_fired_time: 10.1669921875, output_fired_time: 7.5807356834, propagate_forward_time: 330.0561523438, propagate_backward_time: 488.8474426270, weight_update_time: 0.7632800937, other_time: 10.2066345215
epoch time: 68.9644546509s, input_fired_time: 1.1302360296, output_fired_time: 0.0000000000, propagate_forward_time: 65.9978103638, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8364105225
validation[          , genome 16592] predictions:    9907/  10000 (99.07%), best:    9907/10000 (99.07%), error:       298.64005, best error:       298.64005 on epoch:    84, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 851.7969360352s, input_fired_time: 10.2327032089, output_fired_time: 7.5804576874, propagate_forward_time: 331.5380859375, propagate_backward_time: 492.1582031250, weight_update_time: 0.7604816556, other_time: 10.2874755859
epoch time: 69.8733673096s, input_fired_time: 1.1324677467, output_fired_time: 0.0000000000, propagate_forward_time: 66.8523941040, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8885040283
validation[          , genome 16592] predictions:    9902/  10000 (99.02%), best:    9907/10000 (99.07%), error:       330.63925, best error:       298.64005 on epoch:    84, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 858.6580810547s, input_fired_time: 10.3066024780, output_fired_time: 7.7258062363, propagate_forward_time: 335.5361938477, propagate_backward_time: 494.7572937012, weight_update_time: 0.7674447894, other_time: 10.3321838379
epoch time: 70.1644821167s, input_fired_time: 1.1472302675, output_fired_time: 0.0000000000, propagate_forward_time: 67.1537322998, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8635177612
validation[          , genome 16592] predictions:    9902/  10000 (99.02%), best:    9907/10000 (99.07%), error:       311.37442, best error:       298.64005 on epoch:    84, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 844.7379150391s, input_fired_time: 10.1404466629, output_fired_time: 7.4998164177, propagate_forward_time: 330.3841857910, propagate_backward_time: 486.3664855957, weight_update_time: 0.7543123364, other_time: 10.3469848633
epoch time: 68.8850402832s, input_fired_time: 1.1290273666, output_fired_time: 0.0000000000, propagate_forward_time: 65.9105911255, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8454208374
validation[          , genome 16592] predictions:    9899/  10000 (98.99%), best:    9907/10000 (99.07%), error:       318.99301, best error:       298.64005 on epoch:    84, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 852.6684570312s, input_fired_time: 10.2367124557, output_fired_time: 7.5981774330, propagate_forward_time: 332.9307250977, propagate_backward_time: 491.6274719238, weight_update_time: 0.7599772811, other_time: 10.2753601074
epoch time: 70.4162521362s, input_fired_time: 1.1586260796, output_fired_time: 0.0000000000, propagate_forward_time: 67.3903808594, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8672485352
validation[          , genome 16592] predictions:    9905/  10000 (99.05%), best:    9907/10000 (99.07%), error:       305.31049, best error:       298.64005 on epoch:    84, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 851.8793945312s, input_fired_time: 10.2549552917, output_fired_time: 7.6034669876, propagate_forward_time: 333.3680114746, propagate_backward_time: 490.3460083008, weight_update_time: 0.7657541037, other_time: 10.3069763184
epoch time: 68.9324645996s, input_fired_time: 1.1284562349, output_fired_time: 0.0000000000, propagate_forward_time: 65.9816131592, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8223953247
validation[          , genome 16592] predictions:    9903/  10000 (99.03%), best:    9907/10000 (99.07%), error:       314.40219, best error:       298.64005 on epoch:    84, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 845.7522583008s, input_fired_time: 10.1453895569, output_fired_time: 7.5251617432, propagate_forward_time: 329.7433776855, propagate_backward_time: 488.2102355957, weight_update_time: 0.7607935071, other_time: 10.1281127930
epoch time: 68.9824981689s, input_fired_time: 1.1309156418, output_fired_time: 0.0000000000, propagate_forward_time: 66.0293197632, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8222656250
validation[          , genome 16592] predictions:    9904/  10000 (99.04%), best:    9907/10000 (99.07%), error:       307.66190, best error:       298.64005 on epoch:    84, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 848.8025512695s, input_fired_time: 10.1611385345, output_fired_time: 7.5624022484, propagate_forward_time: 331.2954101562, propagate_backward_time: 489.5743103027, weight_update_time: 0.7668566704, other_time: 10.2093200684
epoch time: 69.5250625610s, input_fired_time: 1.1506706476, output_fired_time: 0.0000000000, propagate_forward_time: 66.4957275391, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8786621094
validation[          , genome 16592] predictions:    9908/  10000 (99.08%), best:    9907/10000 (99.07%), error:       304.86475, best error:       298.64005 on epoch:    84, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 844.0014038086s, input_fired_time: 10.1490240097, output_fired_time: 7.5116667747, propagate_forward_time: 329.2487487793, propagate_backward_time: 486.8463439941, weight_update_time: 0.7629117370, other_time: 10.2456054688
epoch time: 68.1949691772s, input_fired_time: 1.1442122459, output_fired_time: 0.0000000000, propagate_forward_time: 65.2247848511, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8259735107
validation[          , genome 16592] predictions:    9902/  10000 (99.02%), best:    9907/10000 (99.07%), error:       305.31992, best error:       298.64005 on epoch:    84, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 834.8515625000s, input_fired_time: 10.0786218643, output_fired_time: 7.4592108727, propagate_forward_time: 326.0701293945, propagate_backward_time: 481.0761413574, weight_update_time: 0.7503240108, other_time: 10.1674499512
epoch time: 67.3567733765s, input_fired_time: 1.1112517118, output_fired_time: 0.0000000000, propagate_forward_time: 64.4363937378, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8091278076
validation[          , genome 16592] predictions:    9898/  10000 (98.98%), best:    9907/10000 (99.07%), error:       318.32230, best error:       298.64005 on epoch:    84, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 843.6442871094s, input_fired_time: 10.1421298981, output_fired_time: 7.4506845474, propagate_forward_time: 330.1172790527, propagate_backward_time: 485.7735595703, weight_update_time: 0.7643925548, other_time: 10.1606140137
epoch time: 68.6802597046s, input_fired_time: 1.1266483068, output_fired_time: 0.0000000000, propagate_forward_time: 65.7306289673, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8229827881
validation[          , genome 16592] predictions:    9906/  10000 (99.06%), best:    9907/10000 (99.07%), error:       312.19489, best error:       298.64005 on epoch:    84, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 844.4239501953s, input_fired_time: 10.1472330093, output_fired_time: 7.5702180862, propagate_forward_time: 329.0059509277, propagate_backward_time: 487.5407714844, weight_update_time: 0.7588179708, other_time: 10.1598205566
epoch time: 69.7286071777s, input_fired_time: 1.1513844728, output_fired_time: 0.0000000000, propagate_forward_time: 66.7108764648, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8663482666
validation[          , genome 16592] predictions:    9901/  10000 (99.01%), best:    9907/10000 (99.07%), error:       304.17868, best error:       298.64005 on epoch:    84, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 847.7637329102s, input_fired_time: 10.2400913239, output_fired_time: 7.5775470734, propagate_forward_time: 330.5131225586, propagate_backward_time: 489.1907653809, weight_update_time: 0.7600929141, other_time: 10.2421569824
epoch time: 68.6719360352s, input_fired_time: 1.1324919462, output_fired_time: 0.0000000000, propagate_forward_time: 65.7001419067, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8393020630
validation[          , genome 16592] predictions:    9909/  10000 (99.09%), best:    9907/10000 (99.07%), error:       303.57883, best error:       298.64005 on epoch:    84, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 840.6808471680s, input_fired_time: 10.0729551315, output_fired_time: 7.3964405060, propagate_forward_time: 328.3363037109, propagate_backward_time: 484.7302856445, weight_update_time: 0.7634025812, other_time: 10.1448974609
epoch time: 68.6166076660s, input_fired_time: 1.1295169592, output_fired_time: 0.0000000000, propagate_forward_time: 65.6528854370, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8342056274
validation[          , genome 16592] predictions:    9909/  10000 (99.09%), best:    9907/10000 (99.07%), error:       308.10434, best error:       298.64005 on epoch:    84, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 837.8583984375s, input_fired_time: 10.1156873703, output_fired_time: 7.5128054619, propagate_forward_time: 326.6022949219, propagate_backward_time: 483.4755859375, weight_update_time: 0.7552808523, other_time: 10.1520385742
epoch time: 68.1573791504s, input_fired_time: 1.1330530643, output_fired_time: 0.0000000000, propagate_forward_time: 65.2025070190, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8218154907
validation[          , genome 16592] predictions:    9906/  10000 (99.06%), best:    9907/10000 (99.07%), error:       306.27649, best error:       298.64005 on epoch:    84, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 844.8906860352s, input_fired_time: 10.1797399521, output_fired_time: 7.4883484840, propagate_forward_time: 330.5608215332, propagate_backward_time: 486.4627990723, weight_update_time: 0.7576355934, other_time: 10.1989746094
epoch time: 68.6316680908s, input_fired_time: 1.1305681467, output_fired_time: 0.0000000000, propagate_forward_time: 65.6619186401, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8391799927
validation[          , genome 16592] predictions:    9904/  10000 (99.04%), best:    9907/10000 (99.07%), error:       307.08362, best error:       298.64005 on epoch:    84, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 842.3553466797s, input_fired_time: 10.1447534561, output_fired_time: 7.5304217339, propagate_forward_time: 328.4890136719, propagate_backward_time: 486.0061035156, weight_update_time: 0.7552699447, other_time: 10.1850585938
epoch time: 68.6184387207s, input_fired_time: 1.1283740997, output_fired_time: 0.0000000000, propagate_forward_time: 65.6538848877, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8361816406
validation[          , genome 16592] predictions:    9897/  10000 (98.97%), best:    9907/10000 (99.07%), error:       320.75562, best error:       298.64005 on epoch:    84, 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: 343.9201660156s, input_fired_time: 5.6933040619, output_fired_time: 0.0000000000, propagate_forward_time: 328.9486999512, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 9.2781677246
best training[          , genome 16592] predictions:   49999/  50000 (100.00%), best:    9907/10000 (99.07%), error:       124.74330, best error:       298.64005 on epoch:    84, 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: 69.3876342773s, input_fired_time: 1.1559921503, output_fired_time: 0.0000000000, propagate_forward_time: 66.4032669067, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8283767700
   testing[          , genome 16592] predictions:    9912/  10000 (99.12%), best:    9907/10000 (99.07%), error:       273.81827, best error:       298.64005 on epoch:    84, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
09:06:14 (36011): called boinc_finish(0)

</stderr_txt>
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