Nameexact_genome_1512568488_45_7103_1
Workunit2606710
Created7 Dec 2017, 23:49:15 UTC
Sent7 Dec 2017, 23:52:45 UTC
Report deadline16 Dec 2017, 17:46:25 UTC
Received8 Dec 2017, 12:45:51 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID65413
Run time3 hours 27 min 34 sec
CPU time3 hours 27 min 31 sec
Validate stateValid
Credit2,186.40
Device peak FLOPS3.77 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size151.37 MB
Peak swap size153.08 MB
Peak disk usage1.21 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
370s, input_fired_time: 1.0963217020, output_fired_time: 0.7394137979, propagate_forward_time: 43.4110908508, propagate_backward_time: 63.7060241699, weight_update_time: 0.1020516455, other_time: 2.3172302246
epoch time: 9.7013120651s, input_fired_time: 0.1296625882, output_fired_time: 0.0000000000, propagate_forward_time: 9.1428384781, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4288110733
validation[          , genome  7103] predictions:    9706/  10000 (97.06%), best:    9735/10000 (97.35%), error:       964.88831, best error:       945.47601 on epoch:    13, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 111.5010375977s, input_fired_time: 1.0992563963, output_fired_time: 0.7456536293, propagate_forward_time: 43.1772384644, propagate_backward_time: 64.2115249634, weight_update_time: 0.1020616814, other_time: 2.2673645020
epoch time: 11.2639694214s, input_fired_time: 0.1436213702, output_fired_time: 0.0000000000, propagate_forward_time: 10.6473598480, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4729881287
validation[          , genome  7103] predictions:    9720/  10000 (97.20%), best:    9735/10000 (97.35%), error:       954.86334, best error:       945.47601 on epoch:    13, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 112.2401428223s, input_fired_time: 1.1117438078, output_fired_time: 0.7508712411, propagate_forward_time: 44.0377616882, propagate_backward_time: 64.0565719604, weight_update_time: 0.1025857553, other_time: 2.2831954956
epoch time: 8.6273078918s, input_fired_time: 0.1159967110, output_fired_time: 0.0000000000, propagate_forward_time: 8.1334838867, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3778276443
validation[          , genome  7103] predictions:    9685/  10000 (96.85%), best:    9735/10000 (97.35%), error:      1021.35217, best error:       945.47601 on epoch:    13, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 114.1478118896s, input_fired_time: 1.1255115271, output_fired_time: 0.7529667616, propagate_forward_time: 44.0048751831, propagate_backward_time: 65.8965911865, weight_update_time: 0.1061728969, other_time: 2.3678665161
epoch time: 8.0298156738s, input_fired_time: 0.1161086634, output_fired_time: 0.0000000000, propagate_forward_time: 7.5398273468, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3738794327
validation[          , genome  7103] predictions:    9703/  10000 (97.03%), best:    9735/10000 (97.35%), error:      1006.24805, best error:       945.47601 on epoch:    13, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 119.4456253052s, input_fired_time: 1.1653672457, output_fired_time: 0.7909043431, propagate_forward_time: 46.4406623840, propagate_backward_time: 68.6193008423, weight_update_time: 0.1088255346, other_time: 2.4293899536
epoch time: 8.6247892380s, input_fired_time: 0.1171689034, output_fired_time: 0.0000000000, propagate_forward_time: 8.1242618561, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3833580017
validation[          , genome  7103] predictions:    9696/  10000 (96.96%), best:    9735/10000 (97.35%), error:      1035.11694, best error:       945.47601 on epoch:    13, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 105.3359832764s, input_fired_time: 1.0817689896, output_fired_time: 0.7054496408, propagate_forward_time: 41.7043647766, propagate_backward_time: 59.6279487610, weight_update_time: 0.0990192071, other_time: 2.2164459229
epoch time: 8.4696140289s, input_fired_time: 0.1151594892, output_fired_time: 0.0000000000, propagate_forward_time: 7.9775233269, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3769316673
validation[          , genome  7103] predictions:    9713/  10000 (97.13%), best:    9735/10000 (97.35%), error:       946.88354, best error:       945.47601 on epoch:    13, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 107.2472839355s, input_fired_time: 1.0753231049, output_fired_time: 0.7193269134, propagate_forward_time: 41.4324073792, propagate_backward_time: 61.8186988831, weight_update_time: 0.0989806354, other_time: 2.2015190125
epoch time: 8.9696521759s, input_fired_time: 0.1211353019, output_fired_time: 0.0000000000, propagate_forward_time: 8.4562187195, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3922977448
validation[          , genome  7103] predictions:    9634/  10000 (96.34%), best:    9735/10000 (97.35%), error:      1255.98499, best error:       945.47601 on epoch:    13, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 117.7992858887s, input_fired_time: 1.1327645779, output_fired_time: 0.7722439170, propagate_forward_time: 45.3169555664, propagate_backward_time: 68.2351760864, weight_update_time: 0.1060917303, other_time: 2.3421401978
epoch time: 9.0007352829s, input_fired_time: 0.1213997751, output_fired_time: 0.0000000000, propagate_forward_time: 8.4816007614, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3977346420
validation[          , genome  7103] predictions:    9680/  10000 (96.80%), best:    9735/10000 (97.35%), error:      1040.40857, best error:       945.47601 on epoch:    13, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 121.0725173950s, input_fired_time: 1.1874558926, output_fired_time: 0.7940916419, propagate_forward_time: 47.0519561768, propagate_backward_time: 69.5278701782, weight_update_time: 0.1123286262, other_time: 2.5111465454
epoch time: 8.6693239212s, input_fired_time: 0.1244464293, output_fired_time: 0.0000000000, propagate_forward_time: 8.1380929947, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4067840576
validation[          , genome  7103] predictions:    9672/  10000 (96.72%), best:    9735/10000 (97.35%), error:      1084.19568, best error:       945.47601 on epoch:    13, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 123.8033065796s, input_fired_time: 1.1820712090, output_fired_time: 0.8056440949, propagate_forward_time: 48.0067062378, propagate_backward_time: 71.3548736572, weight_update_time: 0.1107747778, other_time: 2.4540176392
epoch time: 8.8328132629s, input_fired_time: 0.1243109703, output_fired_time: 0.0000000000, propagate_forward_time: 8.3224935532, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3860082626
validation[          , genome  7103] predictions:    9738/  10000 (97.38%), best:    9738/10000 (97.38%), error:       886.69745, best error:       886.69745 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 113.2135696411s, input_fired_time: 1.1300896406, output_fired_time: 0.7519491315, propagate_forward_time: 44.5194969177, propagate_backward_time: 64.5268173218, weight_update_time: 0.1034829989, other_time: 2.2852249146
epoch time: 8.6831855774s, input_fired_time: 0.1157595515, output_fired_time: 0.0000000000, propagate_forward_time: 8.1892986298, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3781270981
validation[          , genome  7103] predictions:    9689/  10000 (96.89%), best:    9738/10000 (97.38%), error:      1045.67798, best error:       886.69745 on epoch:    23, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 118.2441406250s, input_fired_time: 1.1606725454, output_fired_time: 0.7837722301, propagate_forward_time: 45.9698944092, propagate_backward_time: 67.9657745361, weight_update_time: 0.1079631299, other_time: 2.3640213013
epoch time: 10.3287105560s, input_fired_time: 0.1385158449, output_fired_time: 0.0000000000, propagate_forward_time: 9.7479095459, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4422855377
validation[          , genome  7103] predictions:    9684/  10000 (96.84%), best:    9738/10000 (97.38%), error:      1000.39392, best error:       886.69745 on epoch:    23, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 120.2955551147s, input_fired_time: 1.1506538391, output_fired_time: 0.7828508019, propagate_forward_time: 46.7259216309, propagate_backward_time: 69.2606124878, weight_update_time: 0.1085499674, other_time: 2.3755111694
epoch time: 11.3993568420s, input_fired_time: 0.1498991400, output_fired_time: 0.0000000000, propagate_forward_time: 10.7702007294, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4792566299
validation[          , genome  7103] predictions:    9726/  10000 (97.26%), best:    9738/10000 (97.38%), error:       891.84113, best error:       886.69745 on epoch:    23, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 116.9137802124s, input_fired_time: 1.1408028603, output_fired_time: 0.7752656341, propagate_forward_time: 45.0974655151, propagate_backward_time: 67.5963287354, weight_update_time: 0.1051738486, other_time: 2.3039169312
epoch time: 9.3077259064s, input_fired_time: 0.1238481179, output_fired_time: 0.0000000000, propagate_forward_time: 8.7828855515, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4009923935
validation[          , genome  7103] predictions:    9689/  10000 (96.89%), best:    9738/10000 (97.38%), error:      1020.03699, best error:       886.69745 on epoch:    23, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 124.2532653809s, input_fired_time: 1.1899354458, output_fired_time: 0.8078802228, propagate_forward_time: 48.2821350098, propagate_backward_time: 71.5231323242, weight_update_time: 0.1121908277, other_time: 2.4501876831
epoch time: 10.9179143906s, input_fired_time: 0.1438491642, output_fired_time: 0.0000000000, propagate_forward_time: 10.3125257492, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4615392685
validation[          , genome  7103] predictions:    9726/  10000 (97.26%), best:    9738/10000 (97.38%), error:       982.52356, best error:       886.69745 on epoch:    23, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 115.5071868896s, input_fired_time: 1.1498836279, output_fired_time: 0.7582666278, propagate_forward_time: 44.8705062866, propagate_backward_time: 66.3445053101, weight_update_time: 0.1066650972, other_time: 2.3840179443
epoch time: 9.6104068756s, input_fired_time: 0.1338299364, output_fired_time: 0.0000000000, propagate_forward_time: 9.0462169647, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4303598404
validation[          , genome  7103] predictions:    9703/  10000 (97.03%), best:    9738/10000 (97.38%), error:       956.18970, best error:       886.69745 on epoch:    23, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 120.0603408813s, input_fired_time: 1.1757113934, output_fired_time: 0.7886146903, propagate_forward_time: 46.5298194885, propagate_backward_time: 69.1427154541, weight_update_time: 0.1110661253, other_time: 2.4234771729
epoch time: 7.9783473015s, input_fired_time: 0.1161147803, output_fired_time: 0.0000000000, propagate_forward_time: 7.4922885895, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3699440956
validation[          , genome  7103] predictions:    9714/  10000 (97.14%), best:    9738/10000 (97.38%), error:      1003.80212, best error:       886.69745 on epoch:    23, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 105.0062789917s, input_fired_time: 1.1058235168, output_fired_time: 0.7065998316, propagate_forward_time: 40.6508941650, propagate_backward_time: 60.2680053711, weight_update_time: 0.1020202339, other_time: 2.2749557495
epoch time: 8.0454082489s, input_fired_time: 0.1182234287, output_fired_time: 0.0000000000, propagate_forward_time: 7.5492691994, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3779158592
validation[          , genome  7103] predictions:    9728/  10000 (97.28%), best:    9738/10000 (97.38%), error:       895.65540, best error:       886.69745 on epoch:    23, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 108.2162933350s, input_fired_time: 1.1054141521, output_fired_time: 0.7309324741, propagate_forward_time: 41.6776275635, propagate_backward_time: 62.4457283020, weight_update_time: 0.1003721952, other_time: 2.2565879822
epoch time: 9.1916580200s, input_fired_time: 0.1274580956, output_fired_time: 0.0000000000, propagate_forward_time: 8.6527748108, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4114246368
validation[          , genome  7103] predictions:    9742/  10000 (97.42%), best:    9738/10000 (97.38%), error:       903.79950, best error:       886.69745 on epoch:    23, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 117.6866302490s, input_fired_time: 1.1531654596, output_fired_time: 0.7862551212, propagate_forward_time: 46.0945510864, propagate_backward_time: 67.3142166138, weight_update_time: 0.1038768589, other_time: 2.3384399414
epoch time: 10.8694810867s, input_fired_time: 0.1397802979, output_fired_time: 0.0000000000, propagate_forward_time: 10.2748193741, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4548816681
validation[          , genome  7103] predictions:    9698/  10000 (96.98%), best:    9738/10000 (97.38%), error:       956.18579, best error:       886.69745 on epoch:    23, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 116.8679733276s, input_fired_time: 1.1498858929, output_fired_time: 0.7767614722, propagate_forward_time: 45.3809814453, propagate_backward_time: 67.2074127197, weight_update_time: 0.1048657298, other_time: 2.3529281616
epoch time: 10.3482198715s, input_fired_time: 0.1339711398, output_fired_time: 0.0000000000, propagate_forward_time: 9.7762432098, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4380054474
validation[          , genome  7103] predictions:    9711/  10000 (97.11%), best:    9738/10000 (97.38%), error:       932.64960, best error:       886.69745 on epoch:    23, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 118.5809478760s, input_fired_time: 1.1666945219, output_fired_time: 0.7869945168, propagate_forward_time: 46.4641647339, propagate_backward_time: 67.8171463013, weight_update_time: 0.1070038527, other_time: 2.3459472656
epoch time: 8.7442388535s, input_fired_time: 0.1190178692, output_fired_time: 0.0000000000, propagate_forward_time: 8.2412023544, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3840188980
validation[          , genome  7103] predictions:    9702/  10000 (97.02%), best:    9738/10000 (97.38%), error:       982.67871, best error:       886.69745 on epoch:    23, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 120.1239700317s, input_fired_time: 1.1660802364, output_fired_time: 0.7913714051, propagate_forward_time: 46.6807899475, propagate_backward_time: 69.1145629883, weight_update_time: 0.1080171093, other_time: 2.3711700439
epoch time: 9.3206901550s, input_fired_time: 0.1255721450, output_fired_time: 0.0000000000, propagate_forward_time: 8.7925586700, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4025592804
validation[          , genome  7103] predictions:    9709/  10000 (97.09%), best:    9738/10000 (97.38%), error:       932.40094, best error:       886.69745 on epoch:    23, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 116.7536697388s, input_fired_time: 1.1490060091, output_fired_time: 0.7670394182, propagate_forward_time: 45.2152442932, propagate_backward_time: 67.2993240356, weight_update_time: 0.1051899344, other_time: 2.3230514526
epoch time: 8.0937948227s, input_fired_time: 0.1144729182, output_fired_time: 0.0000000000, propagate_forward_time: 7.6170239449, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3622980118
validation[          , genome  7103] predictions:    9719/  10000 (97.19%), best:    9738/10000 (97.38%), error:       951.77716, best error:       886.69745 on epoch:    23, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 103.0784149170s, input_fired_time: 1.0642243624, output_fired_time: 0.6930503249, propagate_forward_time: 39.5706863403, propagate_backward_time: 59.6449012756, weight_update_time: 0.0938232839, other_time: 2.1055564880
epoch time: 9.8708534241s, input_fired_time: 0.1300153732, output_fired_time: 0.0000000000, propagate_forward_time: 9.3177919388, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4230461121
validation[          , genome  7103] predictions:    9740/  10000 (97.40%), best:    9738/10000 (97.38%), error:       899.94360, best error:       886.69745 on epoch:    23, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 105.1757278442s, input_fired_time: 1.0751600266, output_fired_time: 0.7132106423, propagate_forward_time: 40.7347106934, propagate_backward_time: 60.5185279846, weight_update_time: 0.0954167619, other_time: 2.1341209412
epoch time: 8.5729579926s, input_fired_time: 0.1185271814, output_fired_time: 0.0000000000, propagate_forward_time: 8.0780038834, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3764266968
validation[          , genome  7103] predictions:    9704/  10000 (97.04%), best:    9738/10000 (97.38%), error:       940.03436, best error:       886.69745 on epoch:    23, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 114.7773971558s, input_fired_time: 1.1520962715, output_fired_time: 0.7601469755, propagate_forward_time: 44.3397750854, propagate_backward_time: 66.1789627075, weight_update_time: 0.1064832360, other_time: 2.3464126587
epoch time: 10.6649618149s, input_fired_time: 0.1462033242, output_fired_time: 0.0000000000, propagate_forward_time: 10.0585842133, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4601745605
validation[          , genome  7103] predictions:    9721/  10000 (97.21%), best:    9738/10000 (97.38%), error:       925.52075, best error:       886.69745 on epoch:    23, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 119.4993743896s, input_fired_time: 1.1761206388, output_fired_time: 0.7791891694, propagate_forward_time: 46.3535995483, propagate_backward_time: 68.7830123901, weight_update_time: 0.1103190705, other_time: 2.4074554443
epoch time: 8.0748891830s, input_fired_time: 0.1202550456, output_fired_time: 0.0000000000, propagate_forward_time: 7.5803232193, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3743109703
validation[          , genome  7103] predictions:    9702/  10000 (97.02%), best:    9738/10000 (97.38%), error:       963.47418, best error:       886.69745 on epoch:    23, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 105.2903976440s, input_fired_time: 1.1094403267, output_fired_time: 0.7101361156, propagate_forward_time: 40.7501296997, propagate_backward_time: 60.4954223633, weight_update_time: 0.0993298888, other_time: 2.2252655029
epoch time: 8.8320360184s, input_fired_time: 0.1220664978, output_fired_time: 0.0000000000, propagate_forward_time: 8.3139400482, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3960294724
validation[          , genome  7103] predictions:    9722/  10000 (97.22%), best:    9722/10000 (97.22%), error:       876.39569, best error:       876.39569 on epoch:    42, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 120.1956787109s, input_fired_time: 1.1716771126, output_fired_time: 0.7945531607, propagate_forward_time: 46.4017524719, propagate_backward_time: 69.4367904663, weight_update_time: 0.1075679362, other_time: 2.3909072876
epoch time: 8.7621192932s, input_fired_time: 0.1201438010, output_fired_time: 0.0000000000, propagate_forward_time: 8.2540874481, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3878879547
validation[          , genome  7103] predictions:    9728/  10000 (97.28%), best:    9722/10000 (97.22%), error:       888.17621, best error:       876.39569 on epoch:    42, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 113.9722595215s, input_fired_time: 1.1322214603, output_fired_time: 0.7612341642, propagate_forward_time: 44.4581298828, propagate_backward_time: 65.3296813965, weight_update_time: 0.1018547863, other_time: 2.2909927368
epoch time: 8.7904920578s, input_fired_time: 0.1207095534, output_fired_time: 0.0000000000, propagate_forward_time: 8.2767009735, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3930816650
validation[          , genome  7103] predictions:    9704/  10000 (97.04%), best:    9722/10000 (97.22%), error:       971.92084, best error:       876.39569 on epoch:    42, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 112.8973236084s, input_fired_time: 1.1247462034, output_fired_time: 0.7615140080, propagate_forward_time: 44.2072792053, propagate_backward_time: 64.5760803223, weight_update_time: 0.0998648405, other_time: 2.2277069092
epoch time: 8.7486114502s, input_fired_time: 0.1197152436, output_fired_time: 0.0000000000, propagate_forward_time: 8.2490558624, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3798398972
validation[          , genome  7103] predictions:    9728/  10000 (97.28%), best:    9722/10000 (97.22%), error:       897.53772, best error:       876.39569 on epoch:    42, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 111.2313613892s, input_fired_time: 1.1249063015, output_fired_time: 0.7386946082, propagate_forward_time: 42.4654235840, propagate_backward_time: 64.6308975220, weight_update_time: 0.1030042320, other_time: 2.2714385986
epoch time: 8.7278566360s, input_fired_time: 0.1260224134, output_fired_time: 0.0000000000, propagate_forward_time: 8.2084321976, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3934020996
validation[          , genome  7103] predictions:    9745/  10000 (97.45%), best:    9745/10000 (97.45%), error:       841.81616, best error:       841.81616 on epoch:    46, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 107.6115875244s, input_fired_time: 1.1043723822, output_fired_time: 0.7252042294, propagate_forward_time: 41.5963592529, propagate_backward_time: 61.9422798157, weight_update_time: 0.1008880660, other_time: 2.2433738708
epoch time: 8.8737573624s, input_fired_time: 0.1197126284, output_fired_time: 0.0000000000, propagate_forward_time: 8.3687067032, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3853378296
validation[          , genome  7103] predictions:    9742/  10000 (97.42%), best:    9745/10000 (97.45%), error:       862.72559, best error:       841.81616 on epoch:    46, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 108.4720840454s, input_fired_time: 1.0871701241, output_fired_time: 0.7226144671, propagate_forward_time: 42.2340049744, propagate_backward_time: 62.2435684204, weight_update_time: 0.0994357541, other_time: 2.1847152710
epoch time: 8.5516672134s, input_fired_time: 0.1171001196, output_fired_time: 0.0000000000, propagate_forward_time: 8.0623683929, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3721990585
validation[          , genome  7103] predictions:    9724/  10000 (97.24%), best:    9745/10000 (97.45%), error:       887.89160, best error:       841.81616 on epoch:    46, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 104.9984817505s, input_fired_time: 1.0628833771, output_fired_time: 0.7086494565, propagate_forward_time: 40.5001411438, propagate_backward_time: 60.6374702454, weight_update_time: 0.0945582166, other_time: 2.0893402100
epoch time: 8.5974979401s, input_fired_time: 0.1168590039, output_fired_time: 0.0000000000, propagate_forward_time: 8.1031932831, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3774452209
validation[          , genome  7103] predictions:    9622/  10000 (96.22%), best:    9745/10000 (97.45%), error:      1216.59485, best error:       841.81616 on epoch:    46, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 105.4422531128s, input_fired_time: 1.0668889284, output_fired_time: 0.7109145522, propagate_forward_time: 40.9672317505, propagate_backward_time: 60.5819053650, weight_update_time: 0.0962697268, other_time: 2.1153144836
epoch time: 8.8777494431s, input_fired_time: 0.1199756339, output_fired_time: 0.0000000000, propagate_forward_time: 8.3688774109, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3888959885
validation[          , genome  7103] predictions:    9752/  10000 (97.52%), best:    9745/10000 (97.45%), error:       844.64319, best error:       841.81616 on epoch:    46, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 107.4280853271s, input_fired_time: 1.0992139578, output_fired_time: 0.7273757458, propagate_forward_time: 41.7312583923, propagate_backward_time: 61.6564521790, weight_update_time: 0.1000039428, other_time: 2.2137832642
epoch time: 11.4123287201s, input_fired_time: 0.1454518288, output_fired_time: 0.0000000000, propagate_forward_time: 10.7980823517, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4687948227
validation[          , genome  7103] predictions:    9731/  10000 (97.31%), best:    9731/10000 (97.31%), error:       830.51294, best error:       830.51294 on epoch:    51, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 112.2349853516s, input_fired_time: 1.1302915812, output_fired_time: 0.7559025288, propagate_forward_time: 43.3219451904, propagate_backward_time: 64.7632293701, weight_update_time: 0.1018352211, other_time: 2.2636108398
epoch time: 8.3341922760s, input_fired_time: 0.1222467795, output_fired_time: 0.0000000000, propagate_forward_time: 7.8281078339, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3838376999
validation[          , genome  7103] predictions:    9738/  10000 (97.38%), best:    9731/10000 (97.31%), error:       879.94745, best error:       830.51294 on epoch:    51, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 108.5477218628s, input_fired_time: 1.1076723337, output_fired_time: 0.7363057137, propagate_forward_time: 42.3231658936, propagate_backward_time: 62.2116470337, weight_update_time: 0.0977807269, other_time: 2.1689300537
epoch time: 8.5469732285s, input_fired_time: 0.1180833653, output_fired_time: 0.0000000000, propagate_forward_time: 8.0554447174, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3734455109
validation[          , genome  7103] predictions:    9708/  10000 (97.08%), best:    9731/10000 (97.31%), error:       974.90417, best error:       830.51294 on epoch:    51, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 113.2225952148s, input_fired_time: 1.1272892952, output_fired_time: 0.7486604452, propagate_forward_time: 44.1007194519, propagate_backward_time: 64.9733276367, weight_update_time: 0.1023023352, other_time: 2.2725982666
epoch time: 10.6192636490s, input_fired_time: 0.1445601285, output_fired_time: 0.0000000000, propagate_forward_time: 10.0219230652, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4527807236
validation[          , genome  7103] predictions:    9746/  10000 (97.46%), best:    9731/10000 (97.31%), error:       869.81146, best error:       830.51294 on epoch:    51, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 120.9873809814s, input_fired_time: 1.1772491932, output_fired_time: 0.7972818613, propagate_forward_time: 47.2097320557, propagate_backward_time: 69.3847427368, weight_update_time: 0.1075618640, other_time: 2.4183807373
epoch time: 8.7915925980s, input_fired_time: 0.1217266023, output_fired_time: 0.0000000000, propagate_forward_time: 8.2868919373, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3829736710
validation[          , genome  7103] predictions:    9739/  10000 (97.39%), best:    9731/10000 (97.31%), error:       871.82593, best error:       830.51294 on epoch:    51, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 114.6510772705s, input_fired_time: 1.1480464935, output_fired_time: 0.7597832680, propagate_forward_time: 44.7441024780, propagate_backward_time: 65.6798858643, weight_update_time: 0.1041359901, other_time: 2.3192596436
epoch time: 11.0903511047s, input_fired_time: 0.1449756473, output_fired_time: 0.0000000000, propagate_forward_time: 10.4782648087, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4671106339
validation[          , genome  7103] predictions:    9737/  10000 (97.37%), best:    9737/10000 (97.37%), error:       827.56439, best error:       827.56439 on epoch:    56, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 117.4594039917s, input_fired_time: 1.1769595146, output_fired_time: 0.7630046606, propagate_forward_time: 45.3193588257, propagate_backward_time: 67.8195648193, weight_update_time: 0.1089226156, other_time: 2.3805160522
epoch time: 11.4251604080s, input_fired_time: 0.1558996141, output_fired_time: 0.0000000000, propagate_forward_time: 10.7890844345, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4801759720
validation[          , genome  7103] predictions:    9738/  10000 (97.38%), best:    9737/10000 (97.37%), error:       843.53662, best error:       827.56439 on epoch:    56, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 112.7145690918s, input_fired_time: 1.1587958336, output_fired_time: 0.7537444234, propagate_forward_time: 43.7046928406, propagate_backward_time: 64.7718200684, weight_update_time: 0.1043045372, other_time: 2.3255157471
epoch time: 9.0356941223s, input_fired_time: 0.1245335117, output_fired_time: 0.0000000000, propagate_forward_time: 8.5214509964, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3897094727
validation[          , genome  7103] predictions:    9720/  10000 (97.20%), best:    9737/10000 (97.37%), error:       926.63190, best error:       827.56439 on epoch:    56, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 119.1708984375s, input_fired_time: 1.1780616045, output_fired_time: 0.7897250652, propagate_forward_time: 46.3874320984, propagate_backward_time: 68.4646835327, weight_update_time: 0.1077753603, other_time: 2.3509902954
epoch time: 10.2100677490s, input_fired_time: 0.1423783749, output_fired_time: 0.0000000000, propagate_forward_time: 9.6212625504, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4464263916
validation[          , genome  7103] predictions:    9747/  10000 (97.47%), best:    9737/10000 (97.37%), error:       872.66736, best error:       827.56439 on epoch:    56, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 111.7943267822s, input_fired_time: 1.1574258804, output_fired_time: 0.7498645782, propagate_forward_time: 43.4631614685, propagate_backward_time: 64.1019058228, weight_update_time: 0.1046990231, other_time: 2.3219680786
epoch time: 9.5591554642s, input_fired_time: 0.1340779066, output_fired_time: 0.0000000000, propagate_forward_time: 8.9973812103, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4276962280
validation[          , genome  7103] predictions:    9761/  10000 (97.61%), best:    9761/10000 (97.61%), error:       805.87695, best error:       805.87695 on epoch:    60, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 106.9615936279s, input_fired_time: 1.0943037271, output_fired_time: 0.7212820053, propagate_forward_time: 41.3269348145, propagate_backward_time: 61.6495780945, weight_update_time: 0.0977157727, other_time: 2.1694908142
epoch time: 8.0734968185s, input_fired_time: 0.1221727058, output_fired_time: 0.0000000000, propagate_forward_time: 7.5645403862, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3867835999
validation[          , genome  7103] predictions:    9677/  10000 (96.77%), best:    9761/10000 (97.61%), error:      1077.09583, best error:       805.87695 on epoch:    60, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 113.1534881592s, input_fired_time: 1.1495410204, output_fired_time: 0.7483601570, propagate_forward_time: 43.8804054260, propagate_backward_time: 65.0291061401, weight_update_time: 0.1055185348, other_time: 2.3460769653
epoch time: 10.4068202972s, input_fired_time: 0.1461271644, output_fired_time: 0.0000000000, propagate_forward_time: 9.8103170395, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4503765106
validation[          , genome  7103] predictions:    9726/  10000 (97.26%), best:    9761/10000 (97.61%), error:       885.75610, best error:       805.87695 on epoch:    60, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 102.6860961914s, input_fired_time: 1.0985352993, output_fired_time: 0.6991229653, propagate_forward_time: 39.7048072815, propagate_backward_time: 59.0108871460, weight_update_time: 0.0967650115, other_time: 2.1727485657
epoch time: 9.3230085373s, input_fired_time: 0.1344274282, output_fired_time: 0.0000000000, propagate_forward_time: 8.7755556107, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4130258560
validation[          , genome  7103] predictions:    9751/  10000 (97.51%), best:    9761/10000 (97.61%), error:       830.55701, best error:       805.87695 on epoch:    60, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 101.6147537231s, input_fired_time: 1.1194487810, output_fired_time: 0.7021050453, propagate_forward_time: 39.6490287781, propagate_backward_time: 57.8978919983, weight_update_time: 0.0980833471, other_time: 2.2462844849
epoch time: 7.9390892982s, input_fired_time: 0.1208410710, output_fired_time: 0.0000000000, propagate_forward_time: 7.4492559433, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3689923286
validation[          , genome  7103] predictions:    9753/  10000 (97.53%), best:    9761/10000 (97.61%), error:       861.23718, best error:       805.87695 on epoch:    60, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 114.2431182861s, input_fired_time: 1.1376332045, output_fired_time: 0.7523375750, propagate_forward_time: 44.2337150574, propagate_backward_time: 65.8321075439, weight_update_time: 0.1030272022, other_time: 2.2873229980
epoch time: 8.7857675552s, input_fired_time: 0.1219981909, output_fired_time: 0.0000000000, propagate_forward_time: 8.2799339294, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3838357925
validation[          , genome  7103] predictions:    9740/  10000 (97.40%), best:    9761/10000 (97.61%), error:       841.67236, best error:       805.87695 on epoch:    60, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 108.7598953247s, input_fired_time: 1.1013017893, output_fired_time: 0.7359554768, propagate_forward_time: 41.7277870178, propagate_backward_time: 63.0080146790, weight_update_time: 0.0970307812, other_time: 2.1868400574
epoch time: 8.7903308868s, input_fired_time: 0.1228426769, output_fired_time: 0.0000000000, propagate_forward_time: 8.2799806595, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3875074387
validation[          , genome  7103] predictions:    9727/  10000 (97.27%), best:    9761/10000 (97.61%), error:       902.06146, best error:       805.87695 on epoch:    60, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 114.0862655640s, input_fired_time: 1.1353212595, output_fired_time: 0.7571955919, propagate_forward_time: 43.9484748840, propagate_backward_time: 65.9712829590, weight_update_time: 0.1026221141, other_time: 2.2739868164
epoch time: 8.6328840256s, input_fired_time: 0.1199478880, output_fired_time: 0.0000000000, propagate_forward_time: 8.1325626373, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3803739548
validation[          , genome  7103] predictions:    9663/  10000 (96.63%), best:    9761/10000 (97.61%), error:      1135.89807, best error:       805.87695 on epoch:    60, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 117.3915100098s, input_fired_time: 1.1740651131, output_fired_time: 0.7702159882, propagate_forward_time: 45.5429191589, propagate_backward_time: 67.5508575439, weight_update_time: 0.1076595113, other_time: 2.3534545898
epoch time: 7.6704735756s, input_fired_time: 0.1174422875, output_fired_time: 0.0000000000, propagate_forward_time: 7.1945815086, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3584499359
validation[          , genome  7103] predictions:    9756/  10000 (97.56%), best:    9761/10000 (97.61%), error:       833.69702, best error:       805.87695 on epoch:    60, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 114.4442443848s, input_fired_time: 1.1634764671, output_fired_time: 0.7522729635, propagate_forward_time: 43.9900856018, propagate_backward_time: 66.1886901855, weight_update_time: 0.1065744534, other_time: 2.3497161865
epoch time: 8.8527603149s, input_fired_time: 0.1228466332, output_fired_time: 0.0000000000, propagate_forward_time: 8.3443593979, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3855543137
validation[          , genome  7103] predictions:    9730/  10000 (97.30%), best:    9761/10000 (97.61%), error:       878.76343, best error:       805.87695 on epoch:    60, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 117.7325744629s, input_fired_time: 1.1656622887, output_fired_time: 0.7788243294, propagate_forward_time: 45.8756294250, propagate_backward_time: 67.6097717285, weight_update_time: 0.1055281460, other_time: 2.3026885986
epoch time: 10.2194890976s, input_fired_time: 0.1416955143, output_fired_time: 0.0000000000, propagate_forward_time: 9.6414089203, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4363842010
validation[          , genome  7103] predictions:    9698/  10000 (96.98%), best:    9761/10000 (97.61%), error:       999.13275, best error:       805.87695 on epoch:    60, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 114.3475494385s, input_fired_time: 1.1504602432, output_fired_time: 0.7558166981, propagate_forward_time: 43.8345756531, propagate_backward_time: 66.3042907715, weight_update_time: 0.1034944728, other_time: 2.3024139404
epoch time: 8.6117124557s, input_fired_time: 0.1219213083, output_fired_time: 0.0000000000, propagate_forward_time: 8.1117095947, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3780813217
validation[          , genome  7103] predictions:    9722/  10000 (97.22%), best:    9761/10000 (97.61%), error:       907.31976, best error:       805.87695 on epoch:    60, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 104.8479690552s, input_fired_time: 1.0929789543, output_fired_time: 0.7063298821, propagate_forward_time: 40.9916191101, propagate_backward_time: 59.9278030396, weight_update_time: 0.0961101949, other_time: 2.1292381287
epoch time: 8.5680122375s, input_fired_time: 0.1204582527, output_fired_time: 0.0000000000, propagate_forward_time: 8.0745344162, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3730192184
validation[          , genome  7103] predictions:    9719/  10000 (97.19%), best:    9761/10000 (97.61%), error:       917.09039, best error:       805.87695 on epoch:    60, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 105.7545928955s, input_fired_time: 1.0922008753, output_fired_time: 0.7206612825, propagate_forward_time: 40.8792724609, propagate_backward_time: 60.9582710266, weight_update_time: 0.0949587151, other_time: 2.1041831970
epoch time: 8.7006177902s, input_fired_time: 0.1213652641, output_fired_time: 0.0000000000, propagate_forward_time: 8.1999864578, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3792657852
validation[          , genome  7103] predictions:    9762/  10000 (97.62%), best:    9761/10000 (97.61%), error:       840.91760, best error:       805.87695 on epoch:    60, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 108.8329315186s, input_fired_time: 1.1356492043, output_fired_time: 0.7312126160, propagate_forward_time: 42.0196762085, propagate_backward_time: 62.6785659790, weight_update_time: 0.1021624804, other_time: 2.2678222656
epoch time: 7.9511089325s, input_fired_time: 0.1186850294, output_fired_time: 0.0000000000, propagate_forward_time: 7.4621210098, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3703026772
validation[          , genome  7103] predictions:    9750/  10000 (97.50%), best:    9761/10000 (97.61%), error:       863.33337, best error:       805.87695 on epoch:    60, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 97.2158660889s, input_fired_time: 1.0740261078, output_fired_time: 0.6742032766, propagate_forward_time: 37.5138664246, propagate_backward_time: 55.7556343079, weight_update_time: 0.0957785919, other_time: 2.1981353760
epoch time: 7.9182186127s, input_fired_time: 0.1182409376, output_fired_time: 0.0000000000, propagate_forward_time: 7.4366602898, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3633174896
validation[          , genome  7103] predictions:    9722/  10000 (97.22%), best:    9761/10000 (97.61%), error:       947.61426, best error:       805.87695 on epoch:    60, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 104.7212142944s, input_fired_time: 1.0902041197, output_fired_time: 0.7107568979, propagate_forward_time: 40.0699615479, propagate_backward_time: 60.6530990601, weight_update_time: 0.0969415978, other_time: 2.1971969604
epoch time: 8.9682807922s, input_fired_time: 0.1240435541, output_fired_time: 0.0000000000, propagate_forward_time: 8.4496946335, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3945426941
validation[          , genome  7103] predictions:    9767/  10000 (97.67%), best:    9767/10000 (97.67%), error:       789.86078, best error:       789.86078 on epoch:    76, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 116.5767517090s, input_fired_time: 1.1552397013, output_fired_time: 0.7719898224, propagate_forward_time: 45.3870086670, propagate_backward_time: 66.9203948975, weight_update_time: 0.1040978953, other_time: 2.3421173096
epoch time: 8.5943641663s, input_fired_time: 0.1210713089, output_fired_time: 0.0000000000, propagate_forward_time: 8.0919046402, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3813886642
validation[          , genome  7103] predictions:    9708/  10000 (97.08%), best:    9767/10000 (97.67%), error:       932.16626, best error:       789.86078 on epoch:    76, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 126.0187988281s, input_fired_time: 1.2130767107, output_fired_time: 0.8215311766, propagate_forward_time: 49.0348167419, propagate_backward_time: 72.4799652100, weight_update_time: 0.1127669960, other_time: 2.4694061279
epoch time: 9.1071643829s, input_fired_time: 0.1252819896, output_fired_time: 0.0000000000, propagate_forward_time: 8.5884141922, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3934679031
validation[          , genome  7103] predictions:    9748/  10000 (97.48%), best:    9767/10000 (97.67%), error:       850.61188, best error:       789.86078 on epoch:    76, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 107.9341735840s, input_fired_time: 1.1040531397, output_fired_time: 0.7331333160, propagate_forward_time: 41.6562881470, propagate_backward_time: 62.2792549133, weight_update_time: 0.0970581472, other_time: 2.1614494324
epoch time: 9.2904281616s, input_fired_time: 0.1282014996, output_fired_time: 0.0000000000, propagate_forward_time: 8.7648191452, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3974075317
validation[          , genome  7103] predictions:    9744/  10000 (97.44%), best:    9767/10000 (97.67%), error:       847.00110, best error:       789.86078 on epoch:    76, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 104.8325576782s, input_fired_time: 1.1180131435, output_fired_time: 0.7079223990, propagate_forward_time: 40.6420974731, propagate_backward_time: 60.1039772034, weight_update_time: 0.1007819697, other_time: 2.2605476379
epoch time: 8.8513050079s, input_fired_time: 0.1235382259, output_fired_time: 0.0000000000, propagate_forward_time: 8.3390159607, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3887510300
validation[          , genome  7103] predictions:    9758/  10000 (97.58%), best:    9767/10000 (97.67%), error:       793.36359, best error:       789.86078 on epoch:    76, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 124.2317276001s, input_fired_time: 1.2064826488, output_fired_time: 0.8076418638, propagate_forward_time: 48.5116844177, propagate_backward_time: 71.2908325195, weight_update_time: 0.1111746579, other_time: 2.4150848389
epoch time: 9.2222042084s, input_fired_time: 0.1324452311, output_fired_time: 0.0000000000, propagate_forward_time: 8.6797332764, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4100255966
validation[          , genome  7103] predictions:    9727/  10000 (97.27%), best:    9767/10000 (97.67%), error:       970.03162, best error:       789.86078 on epoch:    76, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 118.4788970947s, input_fired_time: 1.1835113764, output_fired_time: 0.7752773762, propagate_forward_time: 46.0075683594, propagate_backward_time: 68.1398773193, weight_update_time: 0.1085809916, other_time: 2.3726654053
epoch time: 8.5331716537s, input_fired_time: 0.1211481467, output_fired_time: 0.0000000000, propagate_forward_time: 8.0368328094, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3751907349
validation[          , genome  7103] predictions:    9751/  10000 (97.51%), best:    9767/10000 (97.67%), error:       870.19366, best error:       789.86078 on epoch:    76, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 110.2816696167s, input_fired_time: 1.1190911531, output_fired_time: 0.7357938886, propagate_forward_time: 42.7441406250, propagate_backward_time: 63.4789962769, weight_update_time: 0.1002161801, other_time: 2.2036437988
epoch time: 8.4582071304s, input_fired_time: 0.1201030463, output_fired_time: 0.0000000000, propagate_forward_time: 7.9667973518, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3713068962
validation[          , genome  7103] predictions:    9753/  10000 (97.53%), best:    9767/10000 (97.67%), error:       809.85645, best error:       789.86078 on epoch:    76, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 122.5688934326s, input_fired_time: 1.1999174356, output_fired_time: 0.8042512536, propagate_forward_time: 47.4209785461, propagate_backward_time: 70.7661514282, weight_update_time: 0.1097645760, other_time: 2.3775863647
epoch time: 10.9637794495s, input_fired_time: 0.1449624300, output_fired_time: 0.0000000000, propagate_forward_time: 10.3667135239, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4521036148
validation[          , genome  7103] predictions:    9732/  10000 (97.32%), best:    9767/10000 (97.67%), error:       838.15668, best error:       789.86078 on epoch:    76, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 111.4104003906s, input_fired_time: 1.1602375507, output_fired_time: 0.7495872974, propagate_forward_time: 42.7189979553, propagate_backward_time: 64.4516677856, weight_update_time: 0.1051703915, other_time: 2.3299026489
epoch time: 7.7963628769s, input_fired_time: 0.1196138710, output_fired_time: 0.0000000000, propagate_forward_time: 7.3157830238, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3609662056
validation[          , genome  7103] predictions:    9735/  10000 (97.35%), best:    9767/10000 (97.67%), error:       911.51910, best error:       789.86078 on epoch:    76, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 113.9629669189s, input_fired_time: 1.1465930939, output_fired_time: 0.7576516271, propagate_forward_time: 44.1422271729, propagate_backward_time: 65.6652450562, weight_update_time: 0.1028136984, other_time: 2.2512512207
epoch time: 11.3971433640s, input_fired_time: 0.1489693820, output_fired_time: 0.0000000000, propagate_forward_time: 10.7825412750, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4656324387
validation[          , genome  7103] predictions:    9657/  10000 (96.57%), best:    9767/10000 (97.67%), error:      1131.41504, best error:       789.86078 on epoch:    76, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 116.6008605957s, input_fired_time: 1.1595686674, output_fired_time: 0.7714759111, propagate_forward_time: 45.1118164062, propagate_backward_time: 67.2286148071, weight_update_time: 0.1044512242, other_time: 2.3293838501
epoch time: 10.0922775269s, input_fired_time: 0.1364178360, output_fired_time: 0.0000000000, propagate_forward_time: 9.5159034729, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4399566650
validation[          , genome  7103] predictions:    9735/  10000 (97.35%), best:    9767/10000 (97.67%), error:       882.04181, best error:       789.86078 on epoch:    76, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 111.4362640381s, input_fired_time: 1.1309252977, output_fired_time: 0.7447434664, propagate_forward_time: 43.1775817871, propagate_backward_time: 64.1265792847, weight_update_time: 0.1008159742, other_time: 2.2564315796
epoch time: 10.9755582809s, input_fired_time: 0.1465594620, output_fired_time: 0.0000000000, propagate_forward_time: 10.3670253754, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4619731903
validation[          , genome  7103] predictions:    9728/  10000 (97.28%), best:    9767/10000 (97.67%), error:       932.17542, best error:       789.86078 on epoch:    76, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 115.6984100342s, input_fired_time: 1.1615895033, output_fired_time: 0.7688619494, propagate_forward_time: 44.6250686646, propagate_backward_time: 66.8552246094, weight_update_time: 0.1028011069, other_time: 2.2876663208
epoch time: 9.8454399109s, input_fired_time: 0.1383783966, output_fired_time: 0.0000000000, propagate_forward_time: 9.2686204910, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4384412766
validation[          , genome  7103] predictions:    9681/  10000 (96.81%), best:    9767/10000 (97.67%), error:      1020.24438, best error:       789.86078 on epoch:    76, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 117.6295394897s, input_fired_time: 1.1945766211, output_fired_time: 0.7809835672, propagate_forward_time: 45.8400955200, propagate_backward_time: 67.4418258667, weight_update_time: 0.1085470840, other_time: 2.3720550537
epoch time: 9.9964504242s, input_fired_time: 0.1410261989, output_fired_time: 0.0000000000, propagate_forward_time: 9.4269599915, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4284639359
validation[          , genome  7103] predictions:    9771/  10000 (97.71%), best:    9767/10000 (97.67%), error:       796.07190, best error:       789.86078 on epoch:    76, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 123.5346832275s, input_fired_time: 1.2169421911, output_fired_time: 0.8032634258, propagate_forward_time: 48.1091003418, propagate_backward_time: 70.9895172119, weight_update_time: 0.1105730385, other_time: 2.4158630371
epoch time: 8.6613864899s, input_fired_time: 0.1225625873, output_fired_time: 0.0000000000, propagate_forward_time: 8.1586523056, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3801717758
validation[          , genome  7103] predictions:    9693/  10000 (96.93%), best:    9767/10000 (97.67%), error:       973.19342, best error:       789.86078 on epoch:    76, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 107.4460372925s, input_fired_time: 1.1122310162, output_fired_time: 0.7185899019, propagate_forward_time: 42.0508995056, propagate_backward_time: 61.4200401306, weight_update_time: 0.0976322964, other_time: 2.1442794800
epoch time: 8.4893941879s, input_fired_time: 0.1211264506, output_fired_time: 0.0000000000, propagate_forward_time: 7.9913029671, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3769650459
validation[          , genome  7103] predictions:    9751/  10000 (97.51%), best:    9767/10000 (97.67%), error:       817.89423, best error:       789.86078 on epoch:    76, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 109.3964538574s, input_fired_time: 1.1480816603, output_fired_time: 0.7366338968, propagate_forward_time: 42.0445632935, propagate_backward_time: 63.2020912170, weight_update_time: 0.1023519859, other_time: 2.2650871277
epoch time: 7.8952813148s, input_fired_time: 0.1205882505, output_fired_time: 0.0000000000, propagate_forward_time: 7.4087972641, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3658957481
validation[          , genome  7103] predictions:    9736/  10000 (97.36%), best:    9767/10000 (97.67%), error:       862.40106, best error:       789.86078 on epoch:    76, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 116.7660140991s, input_fired_time: 1.1725653410, output_fired_time: 0.7704939842, propagate_forward_time: 45.0895690918, propagate_backward_time: 67.4257202148, weight_update_time: 0.1055831537, other_time: 2.3076705933
epoch time: 9.7308912277s, input_fired_time: 0.1427585334, output_fired_time: 0.0000000000, propagate_forward_time: 9.1598367691, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4282960892
validation[          , genome  7103] predictions:    9621/  10000 (96.21%), best:    9767/10000 (97.67%), error:      1253.48120, best error:       789.86078 on epoch:    76, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 113.9969329834s, input_fired_time: 1.1670905352, output_fired_time: 0.7567949891, propagate_forward_time: 44.4485168457, propagate_backward_time: 65.3333892822, weight_update_time: 0.1044636816, other_time: 2.2911376953
epoch time: 8.9281053543s, input_fired_time: 0.1267065406, output_fired_time: 0.0000000000, propagate_forward_time: 8.4188537598, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3825454712
validation[          , genome  7103] predictions:    9749/  10000 (97.49%), best:    9767/10000 (97.67%), error:       846.10510, best error:       789.86078 on epoch:    76, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 105.6007156372s, input_fired_time: 1.1143960953, output_fired_time: 0.7109608054, propagate_forward_time: 41.3133735657, propagate_backward_time: 60.3462333679, weight_update_time: 0.0958566591, other_time: 2.1157531738
epoch time: 7.9523334503s, input_fired_time: 0.1185470447, output_fired_time: 0.0000000000, propagate_forward_time: 7.4779429436, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3558435440
validation[          , genome  7103] predictions:    9746/  10000 (97.46%), best:    9767/10000 (97.67%), error:       828.75525, best error:       789.86078 on epoch:    76, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 111.5128479004s, input_fired_time: 1.1705033779, output_fired_time: 0.7388570905, propagate_forward_time: 43.1014022827, propagate_backward_time: 64.1520919800, weight_update_time: 0.1054178178, other_time: 2.3499984741
epoch time: 8.8728876114s, input_fired_time: 0.1257629693, output_fired_time: 0.0000000000, propagate_forward_time: 8.3648853302, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3822393417
validation[          , genome  7103] predictions:    9495/  10000 (94.95%), best:    9767/10000 (97.67%), error:      1630.81726, best error:       789.86078 on epoch:    76, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 118.2110519409s, input_fired_time: 1.1799619198, output_fired_time: 0.7881630659, propagate_forward_time: 45.8145675659, propagate_backward_time: 68.0663604736, weight_update_time: 0.1054339930, other_time: 2.3619995117
epoch time: 9.1108675003s, input_fired_time: 0.1293747425, output_fired_time: 0.0000000000, propagate_forward_time: 8.5796670914, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4018259048
validation[          , genome  7103] predictions:    9764/  10000 (97.64%), best:    9767/10000 (97.67%), error:       795.74390, best error:       789.86078 on epoch:    76, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 110.2928543091s, input_fired_time: 1.1382348537, output_fired_time: 0.7329088449, propagate_forward_time: 43.3840293884, propagate_backward_time: 62.7866249084, weight_update_time: 0.1005649939, other_time: 2.2510490417
epoch time: 8.7460126877s, input_fired_time: 0.1254760325, output_fired_time: 0.0000000000, propagate_forward_time: 8.2369661331, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3835706711
validation[          , genome  7103] predictions:    9739/  10000 (97.39%), best:    9767/10000 (97.67%), error:       875.97150, best error:       789.86078 on epoch:    76, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 108.3401031494s, input_fired_time: 1.1284217834, output_fired_time: 0.7334955931, propagate_forward_time: 42.5840568542, propagate_backward_time: 61.7209091187, weight_update_time: 0.0974969491, other_time: 2.1732215881
epoch time: 8.6727924347s, input_fired_time: 0.1250048131, output_fired_time: 0.0000000000, propagate_forward_time: 8.1691789627, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3786087036
validation[          , genome  7103] predictions:    9738/  10000 (97.38%), best:    9767/10000 (97.67%), error:       926.53986, best error:       789.86078 on epoch:    76, 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: 46.6122474670s, input_fired_time: 0.6547100544, output_fired_time: 0.0000000000, propagate_forward_time: 43.9053306580, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0522079468
best training[          , genome  7103] predictions:   49603/  50000 (99.21%), best:    9767/10000 (97.67%), error:      1554.67285, best error:       789.86078 on epoch:    76, 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: 10.1626615524s, input_fired_time: 0.1360546649, output_fired_time: 0.0000000000, propagate_forward_time: 9.5855026245, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4411039352
   testing[          , genome  7103] predictions:    9768/  10000 (97.68%), best:    9767/10000 (97.67%), error:       730.51813, best error:       789.86078 on epoch:    76, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
12:44:35 (41966): called boinc_finish(0)

</stderr_txt>
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