Nameexact_genome_1512185335_37_9296_1
Workunit2564947
Created5 Dec 2017, 18:28:13 UTC
Sent5 Dec 2017, 18:47:41 UTC
Report deadline26 Dec 2017, 11:22:19 UTC
Received7 Dec 2017, 22:44:37 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID57938
Run time11 hours 37 min 13 sec
CPU time11 hours 33 min
Validate stateValid
Credit5,172.68
Device peak FLOPS2.90 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size159.79 MB
Peak swap size164.55 MB
Peak disk usage3.37 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
6, weight_decay: 0.0002438374

epoch time: 381.0545349121s, input_fired_time: 3.6929268837, output_fired_time: 3.8583490849, propagate_forward_time: 141.8049316406, propagate_backward_time: 226.7499847412, weight_update_time: 0.3948275745, other_time: 4.9483489990
epoch time: 29.1333045959s, input_fired_time: 0.4522268176, output_fired_time: 0.0000000000, propagate_forward_time: 27.8035316467, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8775463104
validation[          , genome  9296] predictions:    9801/  10000 (98.01%), best:    9827/10000 (98.27%), error:       660.51996, best error:       632.31256 on epoch:     7, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 382.2065429688s, input_fired_time: 3.7193570137, output_fired_time: 3.8744874001, propagate_forward_time: 141.8434753418, propagate_backward_time: 227.7281494141, weight_update_time: 0.4059295058, other_time: 5.0410766602
epoch time: 29.5449886322s, input_fired_time: 0.4530008435, output_fired_time: 0.0000000000, propagate_forward_time: 28.2432861328, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8487014771
validation[          , genome  9296] predictions:    9799/  10000 (97.99%), best:    9827/10000 (98.27%), error:       637.72595, best error:       632.31256 on epoch:     7, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 384.3550415039s, input_fired_time: 3.7507383823, output_fired_time: 3.8890149593, propagate_forward_time: 142.9112701416, propagate_backward_time: 228.7007293701, weight_update_time: 0.4201664627, other_time: 5.1033020020
epoch time: 30.6967296600s, input_fired_time: 0.4850965142, output_fired_time: 0.0000000000, propagate_forward_time: 29.2960147858, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9156188965
validation[          , genome  9296] predictions:    9784/  10000 (97.84%), best:    9827/10000 (98.27%), error:       713.86261, best error:       632.31256 on epoch:     7, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 381.5466613770s, input_fired_time: 3.6935069561, output_fired_time: 3.8470399380, propagate_forward_time: 141.5821228027, propagate_backward_time: 227.4293365479, weight_update_time: 0.4284639060, other_time: 4.9946441650
epoch time: 29.6961460114s, input_fired_time: 0.4600684047, output_fired_time: 0.0000000000, propagate_forward_time: 28.3750438690, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8610343933
validation[          , genome  9296] predictions:    9810/  10000 (98.10%), best:    9810/10000 (98.10%), error:       610.09100, best error:       610.09100 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 383.6307983398s, input_fired_time: 3.7373559475, output_fired_time: 3.8727023602, propagate_forward_time: 142.0738067627, propagate_backward_time: 228.8755645752, weight_update_time: 0.4516281784, other_time: 5.0713500977
epoch time: 29.4504127502s, input_fired_time: 0.4549168050, output_fired_time: 0.0000000000, propagate_forward_time: 28.1471729279, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8483238220
validation[          , genome  9296] predictions:    9845/  10000 (98.45%), best:    9845/10000 (98.45%), error:       534.86572, best error:       534.86572 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 380.8152465820s, input_fired_time: 3.6985797882, output_fired_time: 3.8473672867, propagate_forward_time: 140.8301086426, propagate_backward_time: 227.3591003418, weight_update_time: 0.4648514092, other_time: 5.0800781250
epoch time: 29.8659954071s, input_fired_time: 0.4557411373, output_fired_time: 0.0000000000, propagate_forward_time: 28.5552139282, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8550395966
validation[          , genome  9296] predictions:    9773/  10000 (97.73%), best:    9845/10000 (98.45%), error:       720.53729, best error:       534.86572 on epoch:    19, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 381.6410827637s, input_fired_time: 3.6987853050, output_fired_time: 3.8547489643, propagate_forward_time: 140.6430358887, propagate_backward_time: 228.3750457764, weight_update_time: 0.4818173647, other_time: 5.0694732666
epoch time: 29.5302543640s, input_fired_time: 0.4623335302, output_fired_time: 0.0000000000, propagate_forward_time: 28.1883602142, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8795604706
validation[          , genome  9296] predictions:    9781/  10000 (97.81%), best:    9845/10000 (98.45%), error:       684.76074, best error:       534.86572 on epoch:    19, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 379.4509277344s, input_fired_time: 3.7167892456, output_fired_time: 3.8629102707, propagate_forward_time: 139.7869415283, propagate_backward_time: 226.9204864502, weight_update_time: 0.5058091879, other_time: 5.1637878418
epoch time: 29.7394084930s, input_fired_time: 0.4574734569, output_fired_time: 0.0000000000, propagate_forward_time: 28.4292945862, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8526401520
validation[          , genome  9296] predictions:    9817/  10000 (98.17%), best:    9845/10000 (98.45%), error:       612.26520, best error:       534.86572 on epoch:    19, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 379.8592224121s, input_fired_time: 3.6993410587, output_fired_time: 3.8313121796, propagate_forward_time: 140.1501464844, propagate_backward_time: 227.0905303955, weight_update_time: 0.5202683806, other_time: 5.0879058838
epoch time: 30.1493835449s, input_fired_time: 0.4719829261, output_fired_time: 0.0000000000, propagate_forward_time: 28.7699737549, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9074268341
validation[          , genome  9296] predictions:    9794/  10000 (97.94%), best:    9845/10000 (98.45%), error:       634.43927, best error:       534.86572 on epoch:    19, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 380.7462158203s, input_fired_time: 3.6995136738, output_fired_time: 3.8551094532, propagate_forward_time: 140.2062988281, propagate_backward_time: 227.7794036865, weight_update_time: 0.5411930084, other_time: 5.2058868408
epoch time: 29.7484626770s, input_fired_time: 0.4574791789, output_fired_time: 0.0000000000, propagate_forward_time: 28.4350318909, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8559513092
validation[          , genome  9296] predictions:    9799/  10000 (97.99%), best:    9845/10000 (98.45%), error:       622.77380, best error:       534.86572 on epoch:    19, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 381.5224609375s, input_fired_time: 3.7151472569, output_fired_time: 3.8545477390, propagate_forward_time: 140.5025024414, propagate_backward_time: 228.2861175537, weight_update_time: 0.5493175387, other_time: 5.1641387939
epoch time: 29.4485168457s, input_fired_time: 0.4554180205, output_fired_time: 0.0000000000, propagate_forward_time: 28.1440563202, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8490428925
validation[          , genome  9296] predictions:    9795/  10000 (97.95%), best:    9845/10000 (98.45%), error:       676.27460, best error:       534.86572 on epoch:    19, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 382.1884765625s, input_fired_time: 3.7154533863, output_fired_time: 3.8476741314, propagate_forward_time: 140.9997253418, propagate_backward_time: 228.4245910645, weight_update_time: 0.5606271625, other_time: 5.2010192871
epoch time: 29.8754920959s, input_fired_time: 0.4700278044, output_fired_time: 0.0000000000, propagate_forward_time: 28.5137729645, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8916912079
validation[          , genome  9296] predictions:    9798/  10000 (97.98%), best:    9845/10000 (98.45%), error:       678.61627, best error:       534.86572 on epoch:    19, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 380.4802551270s, input_fired_time: 3.7336664200, output_fired_time: 3.8604490757, propagate_forward_time: 139.6078948975, propagate_backward_time: 227.9187927246, weight_update_time: 0.5664479733, other_time: 5.3594512939
epoch time: 29.5765399933s, input_fired_time: 0.4592133164, output_fired_time: 0.0000000000, propagate_forward_time: 28.2315692902, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8857574463
validation[          , genome  9296] predictions:    9826/  10000 (98.26%), best:    9845/10000 (98.45%), error:       564.75293, best error:       534.86572 on epoch:    19, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 383.1442565918s, input_fired_time: 3.6900553703, output_fired_time: 3.8600633144, propagate_forward_time: 141.4982910156, propagate_backward_time: 229.0029907227, weight_update_time: 0.5569468141, other_time: 5.0928344727
epoch time: 30.0058650970s, input_fired_time: 0.4622187912, output_fired_time: 0.0000000000, propagate_forward_time: 28.6857376099, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8579082489
validation[          , genome  9296] predictions:    9837/  10000 (98.37%), best:    9837/10000 (98.37%), error:       507.48544, best error:       507.48544 on epoch:    28, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 381.1329345703s, input_fired_time: 3.7291603088, output_fired_time: 3.8643977642, propagate_forward_time: 140.0516204834, propagate_backward_time: 228.2886505127, weight_update_time: 0.5629427433, other_time: 5.1990966797
epoch time: 29.7824573517s, input_fired_time: 0.4597592056, output_fired_time: 0.0000000000, propagate_forward_time: 28.4508762360, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8718223572
validation[          , genome  9296] predictions:    9814/  10000 (98.14%), best:    9837/10000 (98.37%), error:       610.23016, best error:       507.48544 on epoch:    28, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 382.8890380859s, input_fired_time: 3.6868486404, output_fired_time: 3.8655755520, propagate_forward_time: 141.2022552490, propagate_backward_time: 229.0510864258, weight_update_time: 0.5541366339, other_time: 5.0832672119
epoch time: 29.3728656769s, input_fired_time: 0.4686411321, output_fired_time: 0.0000000000, propagate_forward_time: 27.9715099335, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9327144623
validation[          , genome  9296] predictions:    9852/  10000 (98.52%), best:    9837/10000 (98.37%), error:       537.13098, best error:       507.48544 on epoch:    28, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 385.3731384277s, input_fired_time: 3.7218055725, output_fired_time: 3.8738541603, propagate_forward_time: 142.5693664551, propagate_backward_time: 230.1035003662, weight_update_time: 0.5613549948, other_time: 5.1046295166
epoch time: 29.9239234924s, input_fired_time: 0.4742039144, output_fired_time: 0.0000000000, propagate_forward_time: 28.5354366302, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9142837524
validation[          , genome  9296] predictions:    9839/  10000 (98.39%), best:    9837/10000 (98.37%), error:       554.88562, best error:       507.48544 on epoch:    28, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 380.1598205566s, input_fired_time: 3.7004797459, output_fired_time: 3.8467938900, propagate_forward_time: 139.5911102295, propagate_backward_time: 227.8453979492, weight_update_time: 0.5583378077, other_time: 5.1760406494
epoch time: 29.4231605530s, input_fired_time: 0.4581798315, output_fired_time: 0.0000000000, propagate_forward_time: 28.1136779785, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8513031006
validation[          , genome  9296] predictions:    9824/  10000 (98.24%), best:    9837/10000 (98.37%), error:       561.72272, best error:       507.48544 on epoch:    28, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 383.8820190430s, input_fired_time: 3.7241714001, output_fired_time: 3.8647625446, propagate_forward_time: 141.6361999512, propagate_backward_time: 229.4421997070, weight_update_time: 0.5686377883, other_time: 5.2146606445
epoch time: 30.2339439392s, input_fired_time: 0.4660987854, output_fired_time: 0.0000000000, propagate_forward_time: 28.8983478546, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8694972992
validation[          , genome  9296] predictions:    9839/  10000 (98.39%), best:    9837/10000 (98.37%), error:       526.32043, best error:       507.48544 on epoch:    28, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 378.8395996094s, input_fired_time: 3.6963515282, output_fired_time: 3.8346445560, propagate_forward_time: 138.8658752441, propagate_backward_time: 227.2442169189, weight_update_time: 0.5605297089, other_time: 5.1985015869
epoch time: 29.8129291534s, input_fired_time: 0.4703670740, output_fired_time: 0.0000000000, propagate_forward_time: 28.4501113892, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8924503326
validation[          , genome  9296] predictions:    9826/  10000 (98.26%), best:    9837/10000 (98.37%), error:       549.53046, best error:       507.48544 on epoch:    28, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 382.7389831543s, input_fired_time: 3.7236204147, output_fired_time: 3.8599426746, propagate_forward_time: 140.9208831787, propagate_backward_time: 229.0202026367, weight_update_time: 0.5629833937, other_time: 5.2143096924
epoch time: 28.9599246979s, input_fired_time: 0.4513127804, output_fired_time: 0.0000000000, propagate_forward_time: 27.6406917572, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8679199219
validation[          , genome  9296] predictions:    9830/  10000 (98.30%), best:    9837/10000 (98.37%), error:       571.58569, best error:       507.48544 on epoch:    28, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 382.1093139648s, input_fired_time: 3.7159881592, output_fired_time: 3.8495800495, propagate_forward_time: 140.7603759766, propagate_backward_time: 228.5925903320, weight_update_time: 0.5636633039, other_time: 5.1907653809
epoch time: 29.8695468903s, input_fired_time: 0.4592133164, output_fired_time: 0.0000000000, propagate_forward_time: 28.5513744354, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8589591980
validation[          , genome  9296] predictions:    9841/  10000 (98.41%), best:    9837/10000 (98.37%), error:       537.03571, best error:       507.48544 on epoch:    28, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 379.2726745605s, input_fired_time: 3.7214467525, output_fired_time: 3.8444399834, propagate_forward_time: 138.9352111816, propagate_backward_time: 227.4685974121, weight_update_time: 0.5612273216, other_time: 5.3029785156
epoch time: 28.3264808655s, input_fired_time: 0.4581018686, output_fired_time: 0.0000000000, propagate_forward_time: 26.9713706970, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8970088959
validation[          , genome  9296] predictions:    9818/  10000 (98.18%), best:    9837/10000 (98.37%), error:       595.52576, best error:       507.48544 on epoch:    28, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 382.7592163086s, input_fired_time: 3.7144603729, output_fired_time: 3.8493309021, propagate_forward_time: 140.6015319824, propagate_backward_time: 229.4291839600, weight_update_time: 0.5636518002, other_time: 5.1647186279
epoch time: 29.9541950226s, input_fired_time: 0.4622183442, output_fired_time: 0.0000000000, propagate_forward_time: 28.6223297119, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8696460724
validation[          , genome  9296] predictions:    9830/  10000 (98.30%), best:    9837/10000 (98.37%), error:       529.74377, best error:       507.48544 on epoch:    28, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 381.0572814941s, input_fired_time: 3.7010200024, output_fired_time: 3.8554565907, propagate_forward_time: 139.7924194336, propagate_backward_time: 228.5591888428, weight_update_time: 0.5606724024, other_time: 5.1491851807
epoch time: 30.0291690826s, input_fired_time: 0.4601750970, output_fired_time: 0.0000000000, propagate_forward_time: 28.7055091858, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8634853363
validation[          , genome  9296] predictions:    9824/  10000 (98.24%), best:    9837/10000 (98.37%), error:       539.21515, best error:       507.48544 on epoch:    28, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 384.2200317383s, input_fired_time: 3.7395863533, output_fired_time: 3.8598217964, propagate_forward_time: 141.5399017334, propagate_backward_time: 229.9091186523, weight_update_time: 0.5619392395, other_time: 5.1715850830
epoch time: 29.4029693604s, input_fired_time: 0.4592749774, output_fired_time: 0.0000000000, propagate_forward_time: 28.0886497498, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8550453186
validation[          , genome  9296] predictions:    9787/  10000 (97.87%), best:    9837/10000 (98.37%), error:       664.03137, best error:       507.48544 on epoch:    28, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 380.3323364258s, input_fired_time: 3.7222869396, output_fired_time: 3.8417651653, propagate_forward_time: 139.2558441162, propagate_backward_time: 228.2477264404, weight_update_time: 0.5616007447, other_time: 5.2647094727
epoch time: 29.9390964508s, input_fired_time: 0.4569543302, output_fired_time: 0.0000000000, propagate_forward_time: 28.6360511780, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8460903168
validation[          , genome  9296] predictions:    9830/  10000 (98.30%), best:    9837/10000 (98.37%), error:       571.34796, best error:       507.48544 on epoch:    28, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 384.6866760254s, input_fired_time: 3.7226889133, output_fired_time: 3.8630349636, propagate_forward_time: 141.8878021240, propagate_backward_time: 230.0978088379, weight_update_time: 0.5594630241, other_time: 5.1153411865
epoch time: 29.6730690002s, input_fired_time: 0.4627116024, output_fired_time: 0.0000000000, propagate_forward_time: 28.3487148285, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8616428375
validation[          , genome  9296] predictions:    9834/  10000 (98.34%), best:    9837/10000 (98.37%), error:       520.54150, best error:       507.48544 on epoch:    28, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 381.1113891602s, input_fired_time: 3.7219345570, output_fired_time: 3.8503262997, propagate_forward_time: 139.7868652344, propagate_backward_time: 228.5828704834, weight_update_time: 0.5579215288, other_time: 5.1694183350
epoch time: 29.5145969391s, input_fired_time: 0.4660929739, output_fired_time: 0.0000000000, propagate_forward_time: 28.1705074310, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8779964447
validation[          , genome  9296] predictions:    9842/  10000 (98.42%), best:    9837/10000 (98.37%), error:       514.01190, best error:       507.48544 on epoch:    28, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 383.2475585938s, input_fired_time: 3.7219922543, output_fired_time: 3.8561265469, propagate_forward_time: 141.1011352539, propagate_backward_time: 229.4253540039, weight_update_time: 0.5588697791, other_time: 5.1429443359
epoch time: 29.9999389648s, input_fired_time: 0.4583348632, output_fired_time: 0.0000000000, propagate_forward_time: 28.6832294464, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8583755493
validation[          , genome  9296] predictions:    9814/  10000 (98.14%), best:    9837/10000 (98.37%), error:       624.60541, best error:       507.48544 on epoch:    28, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 382.4034729004s, input_fired_time: 3.7688302994, output_fired_time: 3.8660712242, propagate_forward_time: 140.4313964844, propagate_backward_time: 229.0224609375, weight_update_time: 0.5675005317, other_time: 5.3147277832
epoch time: 29.2799701691s, input_fired_time: 0.4611328542, output_fired_time: 0.0000000000, propagate_forward_time: 27.9508972168, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8679409027
validation[          , genome  9296] predictions:    9849/  10000 (98.49%), best:    9849/10000 (98.49%), error:       489.67773, best error:       489.67773 on epoch:    45, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 376.1960754395s, input_fired_time: 3.6844801903, output_fired_time: 3.8194484711, propagate_forward_time: 137.2725677490, propagate_backward_time: 226.1836547852, weight_update_time: 0.5570560098, other_time: 5.2359161377
epoch time: 29.1214046478s, input_fired_time: 0.4534233809, output_fired_time: 0.0000000000, propagate_forward_time: 27.7945842743, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8733978271
validation[          , genome  9296] predictions:    9823/  10000 (98.23%), best:    9849/10000 (98.49%), error:       597.45929, best error:       489.67773 on epoch:    45, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 381.0791931152s, input_fired_time: 3.7196338177, output_fired_time: 3.8434453011, propagate_forward_time: 139.9607238770, propagate_backward_time: 228.3466033936, weight_update_time: 0.5634918213, other_time: 5.2087860107
epoch time: 30.3256225586s, input_fired_time: 0.4820984006, output_fired_time: 0.0000000000, propagate_forward_time: 28.9323081970, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9112167358
validation[          , genome  9296] predictions:    9831/  10000 (98.31%), best:    9849/10000 (98.49%), error:       517.71783, best error:       489.67773 on epoch:    45, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 383.4695434570s, input_fired_time: 3.7326562405, output_fired_time: 3.8436169624, propagate_forward_time: 141.0747528076, propagate_backward_time: 229.6805114746, weight_update_time: 0.5618737936, other_time: 5.1379852295
epoch time: 27.6065940857s, input_fired_time: 0.4494291842, output_fired_time: 0.0000000000, propagate_forward_time: 26.2536621094, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9035034180
validation[          , genome  9296] predictions:    9796/  10000 (97.96%), best:    9849/10000 (98.49%), error:       603.41669, best error:       489.67773 on epoch:    45, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 381.3664550781s, input_fired_time: 3.7055473328, output_fired_time: 3.8310863972, propagate_forward_time: 140.3833312988, propagate_backward_time: 228.3576507568, weight_update_time: 0.5579874516, other_time: 5.0888519287
epoch time: 27.6166439056s, input_fired_time: 0.4701074660, output_fired_time: 0.0000000000, propagate_forward_time: 26.1113147736, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0352210999
validation[          , genome  9296] predictions:    9837/  10000 (98.37%), best:    9849/10000 (98.49%), error:       554.13104, best error:       489.67773 on epoch:    45, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 378.8283386230s, input_fired_time: 3.6769990921, output_fired_time: 3.8228974342, propagate_forward_time: 138.6778259277, propagate_backward_time: 227.5272521973, weight_update_time: 0.5570737720, other_time: 5.1233520508
epoch time: 29.1081390381s, input_fired_time: 0.4673391581, output_fired_time: 0.0000000000, propagate_forward_time: 27.7452812195, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8955192566
validation[          , genome  9296] predictions:    9834/  10000 (98.34%), best:    9849/10000 (98.49%), error:       518.37585, best error:       489.67773 on epoch:    45, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 378.3769226074s, input_fired_time: 3.6980681419, output_fired_time: 3.8316895962, propagate_forward_time: 138.1155090332, propagate_backward_time: 227.5860443115, weight_update_time: 0.5581784844, other_time: 5.1456146240
epoch time: 29.8153305054s, input_fired_time: 0.4654837549, output_fired_time: 0.0000000000, propagate_forward_time: 28.4841232300, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8657226563
validation[          , genome  9296] predictions:    9832/  10000 (98.32%), best:    9849/10000 (98.49%), error:       560.30505, best error:       489.67773 on epoch:    45, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 383.5716247559s, input_fired_time: 3.6939609051, output_fired_time: 3.8555481434, propagate_forward_time: 141.0862426758, propagate_backward_time: 229.8603515625, weight_update_time: 0.5530308485, other_time: 5.0755004883
epoch time: 28.1096248627s, input_fired_time: 0.4711045325, output_fired_time: 0.0000000000, propagate_forward_time: 26.6824588776, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9560623169
validation[          , genome  9296] predictions:    9845/  10000 (98.45%), best:    9849/10000 (98.49%), error:       532.26465, best error:       489.67773 on epoch:    45, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 385.4714965820s, input_fired_time: 3.7569921017, output_fired_time: 3.8690409660, propagate_forward_time: 142.2285003662, propagate_backward_time: 230.4317321777, weight_update_time: 0.5642191768, other_time: 5.1852264404
epoch time: 31.3939590454s, input_fired_time: 0.4999248385, output_fired_time: 0.0000000000, propagate_forward_time: 29.9608039856, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9332294464
validation[          , genome  9296] predictions:    9847/  10000 (98.47%), best:    9849/10000 (98.49%), error:       490.50778, best error:       489.67773 on epoch:    45, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 383.0548706055s, input_fired_time: 3.7186114788, output_fired_time: 3.8381099701, propagate_forward_time: 141.0393371582, propagate_backward_time: 229.3533477783, weight_update_time: 0.5583959818, other_time: 5.1054840088
epoch time: 28.1462688446s, input_fired_time: 0.4746953547, output_fired_time: 0.0000000000, propagate_forward_time: 26.7165851593, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9549884796
validation[          , genome  9296] predictions:    9797/  10000 (97.97%), best:    9849/10000 (98.49%), error:       610.26709, best error:       489.67773 on epoch:    45, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 381.3765258789s, input_fired_time: 3.7203786373, output_fired_time: 3.8335001469, propagate_forward_time: 140.2629852295, propagate_backward_time: 228.4367675781, weight_update_time: 0.5587244630, other_time: 5.1229095459
epoch time: 29.6417942047s, input_fired_time: 0.4639984965, output_fired_time: 0.0000000000, propagate_forward_time: 28.3132629395, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8645324707
validation[          , genome  9296] predictions:    9836/  10000 (98.36%), best:    9849/10000 (98.49%), error:       541.97729, best error:       489.67773 on epoch:    45, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 384.2470703125s, input_fired_time: 3.7076117992, output_fired_time: 3.8583307266, propagate_forward_time: 141.2899780273, propagate_backward_time: 230.3049621582, weight_update_time: 0.5597680211, other_time: 5.0861816406
epoch time: 30.4314632416s, input_fired_time: 0.4808321893, output_fired_time: 0.0000000000, propagate_forward_time: 29.0359249115, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9147052765
validation[          , genome  9296] predictions:    9870/  10000 (98.70%), best:    9870/10000 (98.70%), error:       456.19302, best error:       456.19302 on epoch:    56, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 382.3818664551s, input_fired_time: 3.7679095268, output_fired_time: 3.8579692841, propagate_forward_time: 140.3731842041, propagate_backward_time: 229.1756134033, weight_update_time: 0.5658137798, other_time: 5.2071838379
epoch time: 30.2279510498s, input_fired_time: 0.4811968803, output_fired_time: 0.0000000000, propagate_forward_time: 28.8362121582, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9105415344
validation[          , genome  9296] predictions:    9820/  10000 (98.20%), best:    9870/10000 (98.70%), error:       622.35559, best error:       456.19302 on epoch:    56, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 386.2869567871s, input_fired_time: 3.7549991608, output_fired_time: 3.8682959080, propagate_forward_time: 142.5510711670, propagate_backward_time: 231.0242462158, weight_update_time: 0.5605428219, other_time: 5.0883483887
epoch time: 28.6872882843s, input_fired_time: 0.4650235474, output_fired_time: 0.0000000000, propagate_forward_time: 27.3333644867, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8889007568
validation[          , genome  9296] predictions:    9843/  10000 (98.43%), best:    9870/10000 (98.70%), error:       510.00717, best error:       456.19302 on epoch:    56, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 382.6749267578s, input_fired_time: 3.7426483631, output_fired_time: 3.8459041119, propagate_forward_time: 140.6922912598, propagate_backward_time: 229.2294769287, weight_update_time: 0.5589030981, other_time: 5.1645965576
epoch time: 26.9043846130s, input_fired_time: 0.4553694427, output_fired_time: 0.0000000000, propagate_forward_time: 25.5471477509, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9018669128
validation[          , genome  9296] predictions:    9814/  10000 (98.14%), best:    9870/10000 (98.70%), error:       575.03418, best error:       456.19302 on epoch:    56, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 383.1457824707s, input_fired_time: 3.7555267811, output_fired_time: 3.8536794186, propagate_forward_time: 140.6359252930, propagate_backward_time: 229.7176666260, weight_update_time: 0.5622449517, other_time: 5.1829986572
epoch time: 30.0772323608s, input_fired_time: 0.4789233804, output_fired_time: 0.0000000000, propagate_forward_time: 28.7168827057, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8814258575
validation[          , genome  9296] predictions:    9818/  10000 (98.18%), best:    9870/10000 (98.70%), error:       574.59015, best error:       456.19302 on epoch:    56, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 380.1770629883s, input_fired_time: 3.7397630215, output_fired_time: 3.8415110111, propagate_forward_time: 139.2671966553, propagate_backward_time: 228.1378631592, weight_update_time: 0.5643362403, other_time: 5.1907043457
epoch time: 29.9814281464s, input_fired_time: 0.4757856131, output_fired_time: 0.0000000000, propagate_forward_time: 28.6358566284, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8697853088
validation[          , genome  9296] predictions:    9843/  10000 (98.43%), best:    9870/10000 (98.70%), error:       489.85587, best error:       456.19302 on epoch:    56, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 379.8849182129s, input_fired_time: 3.7551810741, output_fired_time: 3.8457071781, propagate_forward_time: 138.9371948242, propagate_backward_time: 228.0581054688, weight_update_time: 0.5643187165, other_time: 5.2887268066
epoch time: 29.9624156952s, input_fired_time: 0.4602281749, output_fired_time: 0.0000000000, propagate_forward_time: 28.6542892456, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8478984833
validation[          , genome  9296] predictions:    9845/  10000 (98.45%), best:    9870/10000 (98.70%), error:       497.27716, best error:       456.19302 on epoch:    56, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 383.7807312012s, input_fired_time: 3.7336022854, output_fired_time: 3.8549580574, propagate_forward_time: 141.3714904785, propagate_backward_time: 229.6968383789, weight_update_time: 0.5630965233, other_time: 5.1238403320
epoch time: 29.5249347687s, input_fired_time: 0.4710120261, output_fired_time: 0.0000000000, propagate_forward_time: 28.1487045288, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9052181244
validation[          , genome  9296] predictions:    9853/  10000 (98.53%), best:    9870/10000 (98.70%), error:       493.34454, best error:       456.19302 on epoch:    56, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 382.8570251465s, input_fired_time: 3.7392077446, output_fired_time: 3.8455326557, propagate_forward_time: 141.0064392090, propagate_backward_time: 229.0925598145, weight_update_time: 0.5582285523, other_time: 5.1733093262
epoch time: 28.2207450867s, input_fired_time: 0.4639099836, output_fired_time: 0.0000000000, propagate_forward_time: 26.8609428406, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8958930969
validation[          , genome  9296] predictions:    9851/  10000 (98.51%), best:    9870/10000 (98.70%), error:       528.14880, best error:       456.19302 on epoch:    56, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 381.5548095703s, input_fired_time: 3.7682163715, output_fired_time: 3.8605527878, propagate_forward_time: 139.8712768555, propagate_backward_time: 228.7637023926, weight_update_time: 0.5626465082, other_time: 5.2910461426
epoch time: 29.9720821381s, input_fired_time: 0.4752909541, output_fired_time: 0.0000000000, propagate_forward_time: 28.6125888824, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8842029572
validation[          , genome  9296] predictions:    9828/  10000 (98.28%), best:    9870/10000 (98.70%), error:       586.42322, best error:       456.19302 on epoch:    56, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 381.8909912109s, input_fired_time: 3.7191910744, output_fired_time: 3.8332619667, propagate_forward_time: 140.4403381348, propagate_backward_time: 228.7855987549, weight_update_time: 0.5600510240, other_time: 5.1126251221
epoch time: 30.5006713867s, input_fired_time: 0.4900178313, output_fired_time: 0.0000000000, propagate_forward_time: 29.0882263184, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9224281311
validation[          , genome  9296] predictions:    9870/  10000 (98.70%), best:    9870/10000 (98.70%), error:       467.15805, best error:       456.19302 on epoch:    56, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 387.4033203125s, input_fired_time: 3.7873106003, output_fired_time: 3.8826026917, propagate_forward_time: 142.9107513428, propagate_backward_time: 231.6888732910, weight_update_time: 0.5635616183, other_time: 5.1337738037
epoch time: 29.3203392029s, input_fired_time: 0.4735940099, output_fired_time: 0.0000000000, propagate_forward_time: 27.9143390656, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9324054718
validation[          , genome  9296] predictions:    9822/  10000 (98.22%), best:    9870/10000 (98.70%), error:       529.73566, best error:       456.19302 on epoch:    56, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 383.7508239746s, input_fired_time: 3.8059122562, output_fired_time: 3.8555853367, propagate_forward_time: 141.2150421143, propagate_backward_time: 229.5992431641, weight_update_time: 0.5675758123, other_time: 5.2750396729
epoch time: 30.0189495087s, input_fired_time: 0.4690963626, output_fired_time: 0.0000000000, propagate_forward_time: 28.6644153595, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8854370117
validation[          , genome  9296] predictions:    9849/  10000 (98.49%), best:    9870/10000 (98.70%), error:       490.30676, best error:       456.19302 on epoch:    56, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 382.9651184082s, input_fired_time: 3.7478017807, output_fired_time: 3.8697741032, propagate_forward_time: 140.8732757568, propagate_backward_time: 229.2410278320, weight_update_time: 0.5648912787, other_time: 5.2332305908
epoch time: 29.8858470917s, input_fired_time: 0.4748335481, output_fired_time: 0.0000000000, propagate_forward_time: 28.5288944244, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8821182251
validation[          , genome  9296] predictions:    9799/  10000 (97.99%), best:    9870/10000 (98.70%), error:       639.24359, best error:       456.19302 on epoch:    56, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 381.3282165527s, input_fired_time: 3.7322640419, output_fired_time: 3.8475887775, propagate_forward_time: 139.8095855713, propagate_backward_time: 228.7535400391, weight_update_time: 0.5614079237, other_time: 5.1852264404
epoch time: 30.7645778656s, input_fired_time: 0.5004990101, output_fired_time: 0.0000000000, propagate_forward_time: 29.3244857788, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9395923615
validation[          , genome  9296] predictions:    9855/  10000 (98.55%), best:    9870/10000 (98.70%), error:       492.34647, best error:       456.19302 on epoch:    56, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 381.3816223145s, input_fired_time: 3.7616672516, output_fired_time: 3.8476591110, propagate_forward_time: 139.7473907471, propagate_backward_time: 228.7798919678, weight_update_time: 0.5621453524, other_time: 5.2450256348
epoch time: 29.5398616791s, input_fired_time: 0.4744300842, output_fired_time: 0.0000000000, propagate_forward_time: 28.1724033356, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8930282593
validation[          , genome  9296] predictions:    9844/  10000 (98.44%), best:    9870/10000 (98.70%), error:       533.05371, best error:       456.19302 on epoch:    56, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 383.1680297852s, input_fired_time: 3.7485296726, output_fired_time: 3.8521783352, propagate_forward_time: 140.9946746826, propagate_backward_time: 229.4337463379, weight_update_time: 0.5587738156, other_time: 5.1389007568
epoch time: 29.6416912079s, input_fired_time: 0.4606384635, output_fired_time: 0.0000000000, propagate_forward_time: 28.3300514221, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8510017395
validation[          , genome  9296] predictions:    9861/  10000 (98.61%), best:    9870/10000 (98.70%), error:       472.45331, best error:       456.19302 on epoch:    56, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 385.6578979492s, input_fired_time: 3.7786731720, output_fired_time: 3.8739237785, propagate_forward_time: 142.1666564941, propagate_backward_time: 230.6574554443, weight_update_time: 0.5656887293, other_time: 5.1811676025
epoch time: 28.7987194061s, input_fired_time: 0.4686603546, output_fired_time: 0.0000000000, propagate_forward_time: 27.4070396423, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9230194092
validation[          , genome  9296] predictions:    9838/  10000 (98.38%), best:    9870/10000 (98.70%), error:       496.53650, best error:       456.19302 on epoch:    56, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 380.9206848145s, input_fired_time: 3.7807166576, output_fired_time: 3.8707735538, propagate_forward_time: 139.3691101074, propagate_backward_time: 228.6055450439, weight_update_time: 0.5637226701, other_time: 5.2945098877
epoch time: 29.6277694702s, input_fired_time: 0.4614140689, output_fired_time: 0.0000000000, propagate_forward_time: 28.3226852417, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8436698914
validation[          , genome  9296] predictions:    9864/  10000 (98.64%), best:    9870/10000 (98.70%), error:       467.21356, best error:       456.19302 on epoch:    56, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 381.9342651367s, input_fired_time: 3.7446186543, output_fired_time: 3.8465526104, propagate_forward_time: 140.2581787109, propagate_backward_time: 228.8941955566, weight_update_time: 0.5621961355, other_time: 5.1907043457
epoch time: 29.7732582092s, input_fired_time: 0.4738570452, output_fired_time: 0.0000000000, propagate_forward_time: 28.4244632721, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8749370575
validation[          , genome  9296] predictions:    9849/  10000 (98.49%), best:    9870/10000 (98.70%), error:       508.19363, best error:       456.19302 on epoch:    56, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 380.1805114746s, input_fired_time: 3.7447137833, output_fired_time: 3.8469488621, propagate_forward_time: 139.1600799561, propagate_backward_time: 228.1587524414, weight_update_time: 0.5629241467, other_time: 5.2700042725
epoch time: 29.3826637268s, input_fired_time: 0.4667580128, output_fired_time: 0.0000000000, propagate_forward_time: 28.0269660950, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8889389038
validation[          , genome  9296] predictions:    9843/  10000 (98.43%), best:    9870/10000 (98.70%), error:       517.57922, best error:       456.19302 on epoch:    56, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 386.3228454590s, input_fired_time: 3.7521836758, output_fired_time: 3.8672766685, propagate_forward_time: 142.7840270996, propagate_backward_time: 230.8401489258, weight_update_time: 0.5578430295, other_time: 5.0791931152
epoch time: 29.5406799316s, input_fired_time: 0.4684439003, output_fired_time: 0.0000000000, propagate_forward_time: 28.1997966766, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8724384308
validation[          , genome  9296] predictions:    9833/  10000 (98.33%), best:    9870/10000 (98.70%), error:       520.15424, best error:       456.19302 on epoch:    56, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 382.6414794922s, input_fired_time: 3.7312273979, output_fired_time: 3.8504979610, propagate_forward_time: 140.5504302979, propagate_backward_time: 229.3737640381, weight_update_time: 0.5624512434, other_time: 5.1355590820
epoch time: 29.6666660309s, input_fired_time: 0.4649110436, output_fired_time: 0.0000000000, propagate_forward_time: 28.3352603912, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8664951324
validation[          , genome  9296] predictions:    9861/  10000 (98.61%), best:    9870/10000 (98.70%), error:       468.54773, best error:       456.19302 on epoch:    56, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 381.6528930664s, input_fired_time: 3.7173287868, output_fired_time: 3.8427627087, propagate_forward_time: 140.2083129883, propagate_backward_time: 228.8119964600, weight_update_time: 0.5542480946, other_time: 5.0724945068
epoch time: 29.5457267761s, input_fired_time: 0.4606932998, output_fired_time: 0.0000000000, propagate_forward_time: 28.2293834686, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8556499481
validation[          , genome  9296] predictions:    9842/  10000 (98.42%), best:    9870/10000 (98.70%), error:       521.86755, best error:       456.19302 on epoch:    56, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 382.2121887207s, input_fired_time: 3.7078132629, output_fired_time: 3.8430759907, propagate_forward_time: 140.5268554688, propagate_backward_time: 229.0656280518, weight_update_time: 0.5538235307, other_time: 5.0688018799
epoch time: 30.0536365509s, input_fired_time: 0.4793303609, output_fired_time: 0.0000000000, propagate_forward_time: 28.6979408264, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8763656616
validation[          , genome  9296] predictions:    9867/  10000 (98.67%), best:    9870/10000 (98.70%), error:       456.63861, best error:       456.19302 on epoch:    56, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 385.6979675293s, input_fired_time: 3.7337610722, output_fired_time: 3.8649680614, propagate_forward_time: 142.3859100342, propagate_backward_time: 230.6629638672, weight_update_time: 0.5598760843, other_time: 5.0503692627
epoch time: 29.8433532715s, input_fired_time: 0.4677524269, output_fired_time: 0.0000000000, propagate_forward_time: 28.5230751038, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8525257111
validation[          , genome  9296] predictions:    9861/  10000 (98.61%), best:    9861/10000 (98.61%), error:       455.23489, best error:       455.23489 on epoch:    81, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 383.4877929688s, input_fired_time: 3.7427966595, output_fired_time: 3.8502357006, propagate_forward_time: 141.2675781250, propagate_backward_time: 229.4724121094, weight_update_time: 0.5639925003, other_time: 5.1547546387
epoch time: 29.5385971069s, input_fired_time: 0.4701091349, output_fired_time: 0.0000000000, propagate_forward_time: 28.1951560974, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8733310699
validation[          , genome  9296] predictions:    9838/  10000 (98.38%), best:    9861/10000 (98.61%), error:       557.59784, best error:       455.23489 on epoch:    81, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 378.6246643066s, input_fired_time: 3.7235484123, output_fired_time: 3.8309934139, propagate_forward_time: 138.4961242676, propagate_backward_time: 227.3841247559, weight_update_time: 0.5602750778, other_time: 5.1898803711
epoch time: 29.7857913971s, input_fired_time: 0.4702331424, output_fired_time: 0.0000000000, propagate_forward_time: 28.4285087585, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8870487213
validation[          , genome  9296] predictions:    9853/  10000 (98.53%), best:    9861/10000 (98.61%), error:       487.86780, best error:       455.23489 on epoch:    81, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 383.0873413086s, input_fired_time: 3.7234179974, output_fired_time: 3.8490569592, propagate_forward_time: 140.9687194824, propagate_backward_time: 229.4802551270, weight_update_time: 0.5550055504, other_time: 5.0658874512
epoch time: 29.2145214081s, input_fired_time: 0.4665232599, output_fired_time: 0.0000000000, propagate_forward_time: 27.8585643768, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8894329071
validation[          , genome  9296] predictions:    9859/  10000 (98.59%), best:    9861/10000 (98.61%), error:       474.67300, best error:       455.23489 on epoch:    81, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 380.8245544434s, input_fired_time: 3.7453594208, output_fired_time: 3.8524544239, propagate_forward_time: 139.5938415527, propagate_backward_time: 228.4392700195, weight_update_time: 0.5611833930, other_time: 5.1936340332
epoch time: 30.0849361420s, input_fired_time: 0.4754018486, output_fired_time: 0.0000000000, propagate_forward_time: 28.7462368011, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8632984161
validation[          , genome  9296] predictions:    9856/  10000 (98.56%), best:    9861/10000 (98.61%), error:       490.78494, best error:       455.23489 on epoch:    81, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 381.2354125977s, input_fired_time: 3.7355546951, output_fired_time: 3.8435454369, propagate_forward_time: 139.9893341064, propagate_backward_time: 228.5340118408, weight_update_time: 0.5630719066, other_time: 5.1329650879
epoch time: 29.5773296356s, input_fired_time: 0.4739127457, output_fired_time: 0.0000000000, propagate_forward_time: 28.2109565735, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8924598694
validation[          , genome  9296] predictions:    9852/  10000 (98.52%), best:    9861/10000 (98.61%), error:       507.25513, best error:       455.23489 on epoch:    81, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 383.1187133789s, input_fired_time: 3.7675485611, output_fired_time: 3.8624596596, propagate_forward_time: 140.8457031250, propagate_backward_time: 229.4833374023, weight_update_time: 0.5589557886, other_time: 5.1596679688
epoch time: 29.1691207886s, input_fired_time: 0.4640924633, output_fired_time: 0.0000000000, propagate_forward_time: 27.8546199799, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8504085541
validation[          , genome  9296] predictions:    9859/  10000 (98.59%), best:    9861/10000 (98.61%), error:       467.65359, best error:       455.23489 on epoch:    81, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 383.1722412109s, input_fired_time: 3.7637081146, output_fired_time: 3.8481013775, propagate_forward_time: 140.7021179199, propagate_backward_time: 229.6439819336, weight_update_time: 0.5631678104, other_time: 5.2143249512
epoch time: 29.4084281921s, input_fired_time: 0.4647380114, output_fired_time: 0.0000000000, propagate_forward_time: 28.0919914246, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8516979218
validation[          , genome  9296] predictions:    9852/  10000 (98.52%), best:    9861/10000 (98.61%), error:       512.63599, best error:       455.23489 on epoch:    81, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 383.3286437988s, input_fired_time: 3.7770557404, output_fired_time: 3.8586516380, propagate_forward_time: 141.1322174072, propagate_backward_time: 229.3603515625, weight_update_time: 0.5621121526, other_time: 5.2003631592
epoch time: 29.8645763397s, input_fired_time: 0.4735789001, output_fired_time: 0.0000000000, propagate_forward_time: 28.5049095154, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8860874176
validation[          , genome  9296] predictions:    9856/  10000 (98.56%), best:    9861/10000 (98.61%), error:       483.88214, best error:       455.23489 on epoch:    81, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 384.4910888672s, input_fired_time: 3.7756042480, output_fired_time: 3.8519287109, propagate_forward_time: 141.7561340332, propagate_backward_time: 229.9747161865, weight_update_time: 0.5620236993, other_time: 5.1327056885
epoch time: 27.9542427063s, input_fired_time: 0.4703046978, output_fired_time: 0.0000000000, propagate_forward_time: 26.5568599701, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9270782471
validation[          , genome  9296] predictions:    9833/  10000 (98.33%), best:    9861/10000 (98.61%), error:       566.49603, best error:       455.23489 on epoch:    81, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 385.9448242188s, input_fired_time: 3.7841813564, output_fired_time: 3.8963198662, propagate_forward_time: 142.2783966064, propagate_backward_time: 230.8280181885, weight_update_time: 0.5668293834, other_time: 5.1578979492
epoch time: 29.1208324432s, input_fired_time: 0.4662076831, output_fired_time: 0.0000000000, propagate_forward_time: 27.7786636353, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8759613037
validation[          , genome  9296] predictions:    9854/  10000 (98.54%), best:    9861/10000 (98.61%), error:       496.50558, best error:       455.23489 on epoch:    81, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 381.6068420410s, input_fired_time: 3.7423534393, output_fired_time: 3.8406338692, propagate_forward_time: 140.1182708740, propagate_backward_time: 228.7777557373, weight_update_time: 0.5566275120, other_time: 5.1278381348
epoch time: 30.3660793304s, input_fired_time: 0.4825426638, output_fired_time: 0.0000000000, propagate_forward_time: 29.0113029480, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8722343445
validation[          , genome  9296] predictions:    9862/  10000 (98.62%), best:    9861/10000 (98.61%), error:       463.41217, best error:       455.23489 on epoch:    81, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 383.5627136230s, input_fired_time: 3.7664864063, output_fired_time: 3.8552374840, propagate_forward_time: 141.1179809570, propagate_backward_time: 229.6501770020, weight_update_time: 0.5638960600, other_time: 5.1728515625
epoch time: 28.9289703369s, input_fired_time: 0.4871006012, output_fired_time: 0.0000000000, propagate_forward_time: 27.4975509644, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9443187714
validation[          , genome  9296] predictions:    9828/  10000 (98.28%), best:    9861/10000 (98.61%), error:       587.29401, best error:       455.23489 on epoch:    81, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 382.1309509277s, input_fired_time: 3.7690920830, output_fired_time: 3.8553514481, propagate_forward_time: 140.2354583740, propagate_backward_time: 229.0333251953, weight_update_time: 0.5630086064, other_time: 5.2377166748
epoch time: 30.0382556915s, input_fired_time: 0.4795124531, output_fired_time: 0.0000000000, propagate_forward_time: 28.6612911224, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8974514008
validation[          , genome  9296] predictions:    9850/  10000 (98.50%), best:    9861/10000 (98.61%), error:       490.62387, best error:       455.23489 on epoch:    81, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 381.2122192383s, input_fired_time: 3.7320816517, output_fired_time: 3.8423302174, propagate_forward_time: 139.8861083984, propagate_backward_time: 228.6901397705, weight_update_time: 0.5507956147, other_time: 5.0615692139
epoch time: 29.3548507690s, input_fired_time: 0.4715681374, output_fired_time: 0.0000000000, propagate_forward_time: 27.9770565033, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9062252045
validation[          , genome  9296] predictions:    9856/  10000 (98.56%), best:    9861/10000 (98.61%), error:       489.26682, best error:       455.23489 on epoch:    81, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 380.7958374023s, input_fired_time: 3.7213084698, output_fired_time: 3.8294732571, propagate_forward_time: 139.4187316895, propagate_backward_time: 228.7353515625, weight_update_time: 0.5541805625, other_time: 5.0909729004
epoch time: 29.8400783539s, input_fired_time: 0.4748938978, output_fired_time: 0.0000000000, propagate_forward_time: 28.4785766602, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8866081238
validation[          , genome  9296] predictions:    9816/  10000 (98.16%), best:    9861/10000 (98.61%), error:       619.31671, best error:       455.23489 on epoch:    81, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 384.5537109375s, input_fired_time: 3.7604122162, output_fired_time: 3.8656287193, propagate_forward_time: 141.6806640625, propagate_backward_time: 230.0922393799, weight_update_time: 0.5652343631, other_time: 5.1547698975
epoch time: 29.7667922974s, input_fired_time: 0.4705759585, output_fired_time: 0.0000000000, propagate_forward_time: 28.4158649445, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8803520203
validation[          , genome  9296] predictions:    9860/  10000 (98.60%), best:    9861/10000 (98.61%), error:       488.62778, best error:       455.23489 on epoch:    81, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 382.9699096680s, input_fired_time: 3.7269515991, output_fired_time: 3.8413343430, propagate_forward_time: 140.8593444824, propagate_backward_time: 229.5052490234, weight_update_time: 0.5552133918, other_time: 5.0370178223
epoch time: 30.1907920837s, input_fired_time: 0.4845542014, output_fired_time: 0.0000000000, propagate_forward_time: 28.8020439148, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9041938782
validation[          , genome  9296] predictions:    9842/  10000 (98.42%), best:    9861/10000 (98.61%), error:       511.33939, best error:       455.23489 on epoch:    81, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 381.3200988770s, input_fired_time: 3.7602562904, output_fired_time: 3.8404166698, propagate_forward_time: 139.7532653809, propagate_backward_time: 228.7826538086, weight_update_time: 0.5602337718, other_time: 5.1835021973
epoch time: 30.1638698578s, input_fired_time: 0.4763354361, output_fired_time: 0.0000000000, propagate_forward_time: 28.8005485535, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8869857788
validation[          , genome  9296] predictions:    9849/  10000 (98.49%), best:    9861/10000 (98.61%), error:       490.53647, best error:       455.23489 on epoch:    81, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 379.3251953125s, input_fired_time: 3.7525515556, output_fired_time: 3.8408145905, propagate_forward_time: 138.5772247314, propagate_backward_time: 227.9316101074, weight_update_time: 0.5615180731, other_time: 5.2229766846
epoch time: 29.6088619232s, input_fired_time: 0.4893428981, output_fired_time: 0.0000000000, propagate_forward_time: 28.2156867981, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9038314819
validation[          , genome  9296] predictions:    9856/  10000 (98.56%), best:    9861/10000 (98.61%), error:       489.04324, best error:       455.23489 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: 149.2294464111s, input_fired_time: 2.3462879658, output_fired_time: 0.0000000000, propagate_forward_time: 142.4897308350, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.3934326172
best training[          , genome  9296] predictions:   49975/  50000 (99.95%), best:    9861/10000 (98.61%), error:       361.72318, best error:       455.23489 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: 29.6520805359s, input_fired_time: 0.4645616114, output_fired_time: 0.0000000000, propagate_forward_time: 28.3297863007, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8577327728
   testing[          , genome  9296] predictions:    9868/  10000 (98.68%), best:    9861/10000 (98.61%), error:       427.55484, best error:       455.23489 on epoch:    81, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
06:44:11 (3368): called boinc_finish(0)

</stderr_txt>
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