Nameexact_genome_1512568488_42_7089_0
Workunit2606646
Created7 Dec 2017, 23:40:40 UTC
Sent7 Dec 2017, 23:48:40 UTC
Report deadline16 Dec 2017, 13:39:51 UTC
Received8 Dec 2017, 9:36:38 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID67174
Run time2 hours 36 min 32 sec
CPU time2 hours 36 min 27 sec
Validate stateValid
Credit2,144.31
Device peak FLOPS4.03 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size154.04 MB
Peak swap size154.91 MB
Peak disk usage1.52 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
3, epoch:   13/100, mu: 0.7384625077, learning_rate: 0.0064167744, weight_decay: 0.0002566710

epoch time: 86.7166900635s, input_fired_time: 0.9495587945, output_fired_time: 0.5942098498, propagate_forward_time: 35.0782203674, propagate_backward_time: 48.1287345886, weight_update_time: 0.0938111097, other_time: 1.9659652710
epoch time: 7.2197594643s, input_fired_time: 0.0965993106, output_fired_time: 0.0000000000, propagate_forward_time: 6.8031554222, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3200049400
validation[          , genome  7089] predictions:    9713/  10000 (97.13%), best:    9747/10000 (97.47%), error:       914.21228, best error:       866.64075 on epoch:    13, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 83.9949035645s, input_fired_time: 0.9185419083, output_fired_time: 0.5809109807, propagate_forward_time: 33.8942222595, propagate_backward_time: 46.7293434143, weight_update_time: 0.0871536508, other_time: 1.8718872070
epoch time: 7.1537227631s, input_fired_time: 0.0953488499, output_fired_time: 0.0000000000, propagate_forward_time: 6.7366614342, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3217124939
validation[          , genome  7089] predictions:    9745/  10000 (97.45%), best:    9745/10000 (97.45%), error:       859.76306, best error:       859.76306 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 85.3359909058s, input_fired_time: 0.9411894679, output_fired_time: 0.5860540867, propagate_forward_time: 34.2969131470, propagate_backward_time: 47.5489921570, weight_update_time: 0.0949146524, other_time: 1.9628410339
epoch time: 7.1936068535s, input_fired_time: 0.0991484597, output_fired_time: 0.0000000000, propagate_forward_time: 6.7602386475, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3342199326
validation[          , genome  7089] predictions:    9714/  10000 (97.14%), best:    9745/10000 (97.45%), error:       923.44781, best error:       859.76306 on epoch:    15, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 82.3813247681s, input_fired_time: 0.9133753777, output_fired_time: 0.5740270019, propagate_forward_time: 33.1268844604, propagate_backward_time: 45.8615913391, weight_update_time: 0.0856789649, other_time: 1.9054450989
epoch time: 7.0708971024s, input_fired_time: 0.0955891013, output_fired_time: 0.0000000000, propagate_forward_time: 6.6492934227, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3260145187
validation[          , genome  7089] predictions:    9701/  10000 (97.01%), best:    9745/10000 (97.45%), error:       995.96936, best error:       859.76306 on epoch:    15, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 83.7863311768s, input_fired_time: 0.9123513699, output_fired_time: 0.5796679854, propagate_forward_time: 33.6952209473, propagate_backward_time: 46.7321624756, weight_update_time: 0.0878232345, other_time: 1.8669281006
epoch time: 7.1557374001s, input_fired_time: 0.0950736701, output_fired_time: 0.0000000000, propagate_forward_time: 6.7408304214, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3198332787
validation[          , genome  7089] predictions:    9719/  10000 (97.19%), best:    9745/10000 (97.45%), error:       925.03021, best error:       859.76306 on epoch:    15, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 84.8573608398s, input_fired_time: 0.9131956100, output_fired_time: 0.5873109698, propagate_forward_time: 34.2882919312, propagate_backward_time: 47.2420578003, weight_update_time: 0.0873707384, other_time: 1.8265075684
epoch time: 7.4750089645s, input_fired_time: 0.0983003005, output_fired_time: 0.0000000000, propagate_forward_time: 7.0489711761, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3277373314
validation[          , genome  7089] predictions:    9653/  10000 (96.53%), best:    9745/10000 (97.45%), error:      1146.97766, best error:       859.76306 on epoch:    15, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 86.2366333008s, input_fired_time: 0.9273251295, output_fired_time: 0.5908333063, propagate_forward_time: 34.8293151855, propagate_backward_time: 48.0047531128, weight_update_time: 0.0902192593, other_time: 1.8844070435
epoch time: 6.9805970192s, input_fired_time: 0.0940569714, output_fired_time: 0.0000000000, propagate_forward_time: 6.5742712021, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3122687340
validation[          , genome  7089] predictions:    9760/  10000 (97.60%), best:    9760/10000 (97.60%), error:       812.31488, best error:       812.31488 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 82.3731918335s, input_fired_time: 0.9079965949, output_fired_time: 0.5683778524, propagate_forward_time: 33.1471786499, propagate_backward_time: 45.9343795776, weight_update_time: 0.0860406384, other_time: 1.8152618408
epoch time: 6.9636321068s, input_fired_time: 0.0937932655, output_fired_time: 0.0000000000, propagate_forward_time: 6.5571103096, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3127284050
validation[          , genome  7089] predictions:    9698/  10000 (96.98%), best:    9760/10000 (97.60%), error:       987.22876, best error:       812.31488 on epoch:    20, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 83.6352996826s, input_fired_time: 0.9247372150, output_fired_time: 0.5805643797, propagate_forward_time: 33.6137886047, propagate_backward_time: 46.6672058105, weight_update_time: 0.0862990171, other_time: 1.8490028381
epoch time: 6.9970808029s, input_fired_time: 0.0957249850, output_fired_time: 0.0000000000, propagate_forward_time: 6.5839891434, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3173666000
validation[          , genome  7089] predictions:    9721/  10000 (97.21%), best:    9760/10000 (97.60%), error:       886.83752, best error:       812.31488 on epoch:    20, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 83.5701370239s, input_fired_time: 0.9185847044, output_fired_time: 0.5825823545, propagate_forward_time: 33.6566085815, propagate_backward_time: 46.5528030396, weight_update_time: 0.0866745263, other_time: 1.8595581055
epoch time: 6.9963183403s, input_fired_time: 0.0958085358, output_fired_time: 0.0000000000, propagate_forward_time: 6.5852775574, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3152322769
validation[          , genome  7089] predictions:    9717/  10000 (97.17%), best:    9760/10000 (97.60%), error:       899.99127, best error:       812.31488 on epoch:    20, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 82.5938186646s, input_fired_time: 0.9140635729, output_fired_time: 0.5745901465, propagate_forward_time: 33.2317008972, propagate_backward_time: 46.0432472229, weight_update_time: 0.0879882947, other_time: 1.8302154541
epoch time: 6.9531826973s, input_fired_time: 0.0933899358, output_fired_time: 0.0000000000, propagate_forward_time: 6.5485033989, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3112893105
validation[          , genome  7089] predictions:    9724/  10000 (97.24%), best:    9760/10000 (97.60%), error:       903.13666, best error:       812.31488 on epoch:    20, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 81.9245681763s, input_fired_time: 0.9112039804, output_fired_time: 0.5635259748, propagate_forward_time: 32.8840866089, propagate_backward_time: 45.7508277893, weight_update_time: 0.0915567800, other_time: 1.8149299622
epoch time: 6.8983798027s, input_fired_time: 0.0938410312, output_fired_time: 0.0000000000, propagate_forward_time: 6.4955239296, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3090147972
validation[          , genome  7089] predictions:    9735/  10000 (97.35%), best:    9760/10000 (97.60%), error:       860.39148, best error:       812.31488 on epoch:    20, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 81.5474090576s, input_fired_time: 0.9124184251, output_fired_time: 0.5616789460, propagate_forward_time: 32.7002906799, propagate_backward_time: 45.5571784973, weight_update_time: 0.0911575779, other_time: 1.8158416748
epoch time: 6.9027352333s, input_fired_time: 0.0940531641, output_fired_time: 0.0000000000, propagate_forward_time: 6.4972753525, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3114066124
validation[          , genome  7089] predictions:    9714/  10000 (97.14%), best:    9760/10000 (97.60%), error:       917.11969, best error:       812.31488 on epoch:    20, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 81.3711090088s, input_fired_time: 0.9148687124, output_fired_time: 0.5596759319, propagate_forward_time: 32.6108894348, propagate_backward_time: 45.4493598938, weight_update_time: 0.0914293379, other_time: 1.8363113403
epoch time: 6.9054183960s, input_fired_time: 0.0953382477, output_fired_time: 0.0000000000, propagate_forward_time: 6.4973139763, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3127660751
validation[          , genome  7089] predictions:    9735/  10000 (97.35%), best:    9760/10000 (97.60%), error:       848.13947, best error:       812.31488 on epoch:    20, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 81.3863372803s, input_fired_time: 0.9158802629, output_fired_time: 0.5590133071, propagate_forward_time: 32.6248359680, propagate_backward_time: 45.4537391663, weight_update_time: 0.0912543088, other_time: 1.8328704834
epoch time: 7.4468207359s, input_fired_time: 0.1008414775, output_fired_time: 0.0000000000, propagate_forward_time: 7.0115709305, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3344082832
validation[          , genome  7089] predictions:    9609/  10000 (96.09%), best:    9760/10000 (97.60%), error:      1245.44861, best error:       812.31488 on epoch:    20, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 87.3138351440s, input_fired_time: 0.9503287673, output_fired_time: 0.5923767686, propagate_forward_time: 35.0658035278, propagate_backward_time: 48.7530784607, weight_update_time: 0.0961385667, other_time: 1.9522514343
epoch time: 7.3735756874s, input_fired_time: 0.1001657993, output_fired_time: 0.0000000000, propagate_forward_time: 6.9458098412, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3276000023
validation[          , genome  7089] predictions:    9725/  10000 (97.25%), best:    9760/10000 (97.60%), error:       876.44507, best error:       812.31488 on epoch:    20, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 83.2577362061s, input_fired_time: 0.9288398027, output_fired_time: 0.5709397197, propagate_forward_time: 33.3255653381, propagate_backward_time: 46.5403518677, weight_update_time: 0.0936173871, other_time: 1.8920402527
epoch time: 6.9182024002s, input_fired_time: 0.0948596001, output_fired_time: 0.0000000000, propagate_forward_time: 6.5035057068, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3198370934
validation[          , genome  7089] predictions:    9753/  10000 (97.53%), best:    9760/10000 (97.60%), error:       882.22113, best error:       812.31488 on epoch:    20, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 81.7775192261s, input_fired_time: 0.9197347164, output_fired_time: 0.5633150935, propagate_forward_time: 32.6933326721, propagate_backward_time: 45.7230720520, weight_update_time: 0.0920968056, other_time: 1.8780670166
epoch time: 6.9110622406s, input_fired_time: 0.0941094384, output_fired_time: 0.0000000000, propagate_forward_time: 6.5032911301, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3136615753
validation[          , genome  7089] predictions:    9716/  10000 (97.16%), best:    9760/10000 (97.60%), error:       931.91150, best error:       812.31488 on epoch:    20, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 82.1157150269s, input_fired_time: 0.9245910048, output_fired_time: 0.5631173849, propagate_forward_time: 32.8503646851, propagate_backward_time: 45.9443664551, weight_update_time: 0.0918338299, other_time: 1.8332748413
epoch time: 6.9071946144s, input_fired_time: 0.0944713205, output_fired_time: 0.0000000000, propagate_forward_time: 6.5003514290, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3123717308
validation[          , genome  7089] predictions:    9738/  10000 (97.38%), best:    9760/10000 (97.60%), error:       815.39709, best error:       812.31488 on epoch:    20, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 85.0910415649s, input_fired_time: 0.9423196912, output_fired_time: 0.5819941759, propagate_forward_time: 34.0761680603, propagate_backward_time: 47.5963363647, weight_update_time: 0.0910076499, other_time: 1.8942222595
epoch time: 7.4291648865s, input_fired_time: 0.1023295298, output_fired_time: 0.0000000000, propagate_forward_time: 6.9919767380, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3348584175
validation[          , genome  7089] predictions:    9743/  10000 (97.43%), best:    9760/10000 (97.60%), error:       853.74341, best error:       812.31488 on epoch:    20, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 85.1687622070s, input_fired_time: 0.9493283033, output_fired_time: 0.5825784802, propagate_forward_time: 34.1442718506, propagate_backward_time: 47.6192626953, weight_update_time: 0.0876202658, other_time: 1.8733215332
epoch time: 7.1970944405s, input_fired_time: 0.1000177413, output_fired_time: 0.0000000000, propagate_forward_time: 6.7745547295, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3225221634
validation[          , genome  7089] predictions:    9748/  10000 (97.48%), best:    9760/10000 (97.60%), error:       832.61865, best error:       812.31488 on epoch:    20, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 85.0664138794s, input_fired_time: 0.9460164905, output_fired_time: 0.5823317766, propagate_forward_time: 34.0280799866, propagate_backward_time: 47.6536483765, weight_update_time: 0.0877039954, other_time: 1.8563423157
epoch time: 7.5309820175s, input_fired_time: 0.1034052521, output_fired_time: 0.0000000000, propagate_forward_time: 7.0923738480, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3352026939
validation[          , genome  7089] predictions:    9753/  10000 (97.53%), best:    9760/10000 (97.60%), error:       824.15173, best error:       812.31488 on epoch:    20, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 89.8647155762s, input_fired_time: 0.9739757180, output_fired_time: 0.6068404317, propagate_forward_time: 36.1549034119, propagate_backward_time: 50.1058731079, weight_update_time: 0.0958262235, other_time: 2.0231208801
epoch time: 7.1928744316s, input_fired_time: 0.1004526690, output_fired_time: 0.0000000000, propagate_forward_time: 6.7611441612, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3312773705
validation[          , genome  7089] predictions:    9738/  10000 (97.38%), best:    9760/10000 (97.60%), error:       838.91486, best error:       812.31488 on epoch:    20, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 95.5645751953s, input_fired_time: 0.9998035431, output_fired_time: 0.6368287206, propagate_forward_time: 38.4931907654, propagate_backward_time: 53.3719863892, weight_update_time: 0.1014768481, other_time: 2.0627708435
epoch time: 7.7415399551s, input_fired_time: 0.1019832194, output_fired_time: 0.0000000000, propagate_forward_time: 7.2942247391, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3453321457
validation[          , genome  7089] predictions:    9722/  10000 (97.22%), best:    9760/10000 (97.60%), error:       854.13916, best error:       812.31488 on epoch:    20, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 91.7547454834s, input_fired_time: 0.9806008339, output_fired_time: 0.6164562702, propagate_forward_time: 36.9200859070, propagate_backward_time: 51.2514038086, weight_update_time: 0.0954834819, other_time: 1.9862022400
epoch time: 8.6560363770s, input_fired_time: 0.1154102385, output_fired_time: 0.0000000000, propagate_forward_time: 8.1684789658, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3721475601
validation[          , genome  7089] predictions:    9761/  10000 (97.61%), best:    9761/10000 (97.61%), error:       801.97736, best error:       801.97736 on epoch:    38, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 91.5395889282s, input_fired_time: 0.9786128402, output_fired_time: 0.6115959883, propagate_forward_time: 36.7979087830, propagate_backward_time: 51.1995239258, weight_update_time: 0.0956434682, other_time: 1.9519462585
epoch time: 8.0378561020s, input_fired_time: 0.1056584790, output_fired_time: 0.0000000000, propagate_forward_time: 7.5851068497, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3470907211
validation[          , genome  7089] predictions:    9723/  10000 (97.23%), best:    9761/10000 (97.61%), error:       941.54907, best error:       801.97736 on epoch:    38, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 93.2108840942s, input_fired_time: 0.9930021167, output_fired_time: 0.6248766184, propagate_forward_time: 37.4824409485, propagate_backward_time: 52.1285781860, weight_update_time: 0.0970363989, other_time: 1.9819831848
epoch time: 7.1129188538s, input_fired_time: 0.1015413925, output_fired_time: 0.0000000000, propagate_forward_time: 6.6849656105, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3264117241
validation[          , genome  7089] predictions:    9756/  10000 (97.56%), best:    9761/10000 (97.61%), error:       819.90692, best error:       801.97736 on epoch:    38, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 83.6555709839s, input_fired_time: 0.9377226830, output_fired_time: 0.5743480325, propagate_forward_time: 33.4308547974, propagate_backward_time: 46.8510818481, weight_update_time: 0.0903558880, other_time: 1.8615646362
epoch time: 7.9542455673s, input_fired_time: 0.1047806069, output_fired_time: 0.0000000000, propagate_forward_time: 7.5106830597, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3387818336
validation[          , genome  7089] predictions:    9720/  10000 (97.20%), best:    9761/10000 (97.61%), error:       887.15271, best error:       801.97736 on epoch:    38, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 87.5983200073s, input_fired_time: 0.9610185623, output_fired_time: 0.5957693458, propagate_forward_time: 35.0797691345, propagate_backward_time: 49.0530014038, weight_update_time: 0.0926746428, other_time: 1.9087562561
epoch time: 6.9400186539s, input_fired_time: 0.0936641470, output_fired_time: 0.0000000000, propagate_forward_time: 6.5303549767, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3159995079
validation[          , genome  7089] predictions:    9696/  10000 (96.96%), best:    9761/10000 (97.61%), error:       973.73206, best error:       801.97736 on epoch:    38, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 85.1346511841s, input_fired_time: 0.9366684556, output_fired_time: 0.5821162462, propagate_forward_time: 34.0274925232, propagate_backward_time: 47.7407836914, weight_update_time: 0.0880630836, other_time: 1.8475914001
epoch time: 7.0018630028s, input_fired_time: 0.0962962955, output_fired_time: 0.0000000000, propagate_forward_time: 6.5908708572, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3146958351
validation[          , genome  7089] predictions:    9721/  10000 (97.21%), best:    9761/10000 (97.61%), error:       841.32739, best error:       801.97736 on epoch:    38, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 84.0858154297s, input_fired_time: 0.9294728041, output_fired_time: 0.5712506175, propagate_forward_time: 33.5224266052, propagate_backward_time: 47.2107696533, weight_update_time: 0.0868632644, other_time: 1.8518943787
epoch time: 6.9230904579s, input_fired_time: 0.0963315964, output_fired_time: 0.0000000000, propagate_forward_time: 6.5102720261, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3164868355
validation[          , genome  7089] predictions:    9733/  10000 (97.33%), best:    9761/10000 (97.61%), error:       828.37408, best error:       801.97736 on epoch:    38, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 83.3669662476s, input_fired_time: 0.9260239601, output_fired_time: 0.5660319924, propagate_forward_time: 33.2671394348, propagate_backward_time: 46.7908897400, weight_update_time: 0.0861049220, other_time: 1.8168792725
epoch time: 6.9406919479s, input_fired_time: 0.0972356722, output_fired_time: 0.0000000000, propagate_forward_time: 6.5309624672, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3124938011
validation[          , genome  7089] predictions:    9717/  10000 (97.17%), best:    9761/10000 (97.61%), error:       965.45685, best error:       801.97736 on epoch:    38, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 84.2040252686s, input_fired_time: 0.9330285788, output_fired_time: 0.5704327226, propagate_forward_time: 33.6181106567, propagate_backward_time: 47.2528038025, weight_update_time: 0.0867795870, other_time: 1.8296470642
epoch time: 6.9889535904s, input_fired_time: 0.0981699303, output_fired_time: 0.0000000000, propagate_forward_time: 6.5726432800, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3181405067
validation[          , genome  7089] predictions:    9767/  10000 (97.67%), best:    9761/10000 (97.61%), error:       812.23059, best error:       801.97736 on epoch:    38, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 89.2561950684s, input_fired_time: 0.9775668979, output_fired_time: 0.5972827077, propagate_forward_time: 35.7441596985, propagate_backward_time: 50.0140914917, weight_update_time: 0.0938115120, other_time: 1.9230918884
epoch time: 7.2777247429s, input_fired_time: 0.1039460376, output_fired_time: 0.0000000000, propagate_forward_time: 6.8437991142, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3299794197
validation[          , genome  7089] predictions:    9734/  10000 (97.34%), best:    9761/10000 (97.61%), error:       917.08295, best error:       801.97736 on epoch:    38, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 86.7637176514s, input_fired_time: 0.9611676931, output_fired_time: 0.5842186213, propagate_forward_time: 34.5599441528, propagate_backward_time: 48.7692947388, weight_update_time: 0.0921261087, other_time: 1.8890914917
epoch time: 6.9066610336s, input_fired_time: 0.0960971639, output_fired_time: 0.0000000000, propagate_forward_time: 6.5021152496, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3084487915
validation[          , genome  7089] predictions:    9745/  10000 (97.45%), best:    9761/10000 (97.61%), error:       858.06445, best error:       801.97736 on epoch:    38, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 85.7448120117s, input_fired_time: 0.9525330067, output_fired_time: 0.5815638900, propagate_forward_time: 34.1439781189, propagate_backward_time: 48.1658668518, weight_update_time: 0.0922853574, other_time: 1.9008712769
epoch time: 7.3594164848s, input_fired_time: 0.0997170359, output_fired_time: 0.0000000000, propagate_forward_time: 6.9295935631, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3301057816
validation[          , genome  7089] predictions:    9733/  10000 (97.33%), best:    9761/10000 (97.61%), error:       832.35699, best error:       801.97736 on epoch:    38, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 88.2607269287s, input_fired_time: 0.9683981538, output_fired_time: 0.5996443033, propagate_forward_time: 35.3176460266, propagate_backward_time: 49.4284210205, weight_update_time: 0.0939783230, other_time: 1.9466133118
epoch time: 7.6083750725s, input_fired_time: 0.1034400910, output_fired_time: 0.0000000000, propagate_forward_time: 7.1676664352, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3372683525
validation[          , genome  7089] predictions:    9698/  10000 (96.98%), best:    9761/10000 (97.61%), error:       927.41034, best error:       801.97736 on epoch:    38, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 85.0235748291s, input_fired_time: 0.9396855235, output_fired_time: 0.5766804218, propagate_forward_time: 33.9470291138, propagate_backward_time: 47.7176780701, weight_update_time: 0.0878310353, other_time: 1.8425025940
epoch time: 6.8907499313s, input_fired_time: 0.0947287753, output_fired_time: 0.0000000000, propagate_forward_time: 6.4927906990, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3032302856
validation[          , genome  7089] predictions:    9764/  10000 (97.64%), best:    9764/10000 (97.64%), error:       769.80048, best error:       769.80048 on epoch:    51, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 85.6258316040s, input_fired_time: 0.9331036806, output_fired_time: 0.5772528648, propagate_forward_time: 34.1806526184, propagate_backward_time: 48.1106376648, weight_update_time: 0.0876844153, other_time: 1.8241806030
epoch time: 6.8936724663s, input_fired_time: 0.0942924321, output_fired_time: 0.0000000000, propagate_forward_time: 6.4957637787, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3036160469
validation[          , genome  7089] predictions:    9738/  10000 (97.38%), best:    9764/10000 (97.64%), error:       799.31567, best error:       769.80048 on epoch:    51, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 83.3360290527s, input_fired_time: 0.9229203463, output_fired_time: 0.5633609295, propagate_forward_time: 33.2240371704, propagate_backward_time: 46.8420791626, weight_update_time: 0.0857346281, other_time: 1.7836303711
epoch time: 8.1180515289s, input_fired_time: 0.1092903316, output_fired_time: 0.0000000000, propagate_forward_time: 7.6560268402, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3527345657
validation[          , genome  7089] predictions:    9735/  10000 (97.35%), best:    9764/10000 (97.64%), error:       889.01080, best error:       769.80048 on epoch:    51, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 84.4875411987s, input_fired_time: 0.9353063703, output_fired_time: 0.5720845461, propagate_forward_time: 33.6688423157, propagate_backward_time: 47.5065002441, weight_update_time: 0.0874997899, other_time: 1.8048133850
epoch time: 7.3837504387s, input_fired_time: 0.1004305184, output_fired_time: 0.0000000000, propagate_forward_time: 6.9625377655, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3207821846
validation[          , genome  7089] predictions:    9762/  10000 (97.62%), best:    9764/10000 (97.64%), error:       775.09363, best error:       769.80048 on epoch:    51, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 86.5035781860s, input_fired_time: 0.9418410659, output_fired_time: 0.5838900805, propagate_forward_time: 34.4847602844, propagate_backward_time: 48.6671409607, weight_update_time: 0.0887738690, other_time: 1.8259429932
epoch time: 7.1796493530s, input_fired_time: 0.1027476490, output_fired_time: 0.0000000000, propagate_forward_time: 6.7521562576, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3247456551
validation[          , genome  7089] predictions:    9730/  10000 (97.30%), best:    9764/10000 (97.64%), error:       907.45441, best error:       769.80048 on epoch:    51, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 90.3130111694s, input_fired_time: 0.9856647849, output_fired_time: 0.6016738415, propagate_forward_time: 36.0972213745, propagate_backward_time: 50.6712799072, weight_update_time: 0.0943747684, other_time: 1.9571685791
epoch time: 6.9014716148s, input_fired_time: 0.0955553427, output_fired_time: 0.0000000000, propagate_forward_time: 6.4985327721, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3073835373
validation[          , genome  7089] predictions:    9710/  10000 (97.10%), best:    9764/10000 (97.64%), error:       924.04431, best error:       769.80048 on epoch:    51, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 93.4933013916s, input_fired_time: 0.9932314157, output_fired_time: 0.6207961440, propagate_forward_time: 37.5975990295, propagate_backward_time: 52.3039932251, weight_update_time: 0.0952842757, other_time: 1.9776802063
epoch time: 6.9110155106s, input_fired_time: 0.0969152376, output_fired_time: 0.0000000000, propagate_forward_time: 6.5042347908, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3098654747
validation[          , genome  7089] predictions:    9743/  10000 (97.43%), best:    9764/10000 (97.64%), error:       811.49280, best error:       769.80048 on epoch:    51, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 85.8708877563s, input_fired_time: 0.9498715401, output_fired_time: 0.5795631409, propagate_forward_time: 34.2509574890, propagate_backward_time: 48.2327270508, weight_update_time: 0.0930594876, other_time: 1.8577613831
epoch time: 6.8928833008s, input_fired_time: 0.0940276980, output_fired_time: 0.0000000000, propagate_forward_time: 6.4956855774, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3031702042
validation[          , genome  7089] predictions:    9705/  10000 (97.05%), best:    9764/10000 (97.64%), error:       971.80414, best error:       769.80048 on epoch:    51, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 81.8699111938s, input_fired_time: 0.9199555516, output_fired_time: 0.5555148125, propagate_forward_time: 32.5587005615, propagate_backward_time: 46.0698699951, weight_update_time: 0.0846483111, other_time: 1.7658767700
epoch time: 6.8969364166s, input_fired_time: 0.0964038968, output_fired_time: 0.0000000000, propagate_forward_time: 6.4960346222, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3044977188
validation[          , genome  7089] predictions:    9753/  10000 (97.53%), best:    9764/10000 (97.64%), error:       774.98303, best error:       769.80048 on epoch:    51, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 83.9454269409s, input_fired_time: 0.9347391725, output_fired_time: 0.5682370067, propagate_forward_time: 33.4028358459, propagate_backward_time: 47.2379226685, weight_update_time: 0.0865102932, other_time: 1.8016929626
epoch time: 7.4314317703s, input_fired_time: 0.1024454832, output_fired_time: 0.0000000000, propagate_forward_time: 7.0046067238, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3243794441
validation[          , genome  7089] predictions:    9749/  10000 (97.49%), best:    9764/10000 (97.64%), error:       866.82983, best error:       769.80048 on epoch:    51, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 87.4061279297s, input_fired_time: 0.9600095153, output_fired_time: 0.5862909555, propagate_forward_time: 34.8425521851, propagate_backward_time: 49.1698455811, weight_update_time: 0.0901630297, other_time: 1.8474349976
epoch time: 6.9105491638s, input_fired_time: 0.0973823592, output_fired_time: 0.0000000000, propagate_forward_time: 6.5065259933, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3066406250
validation[          , genome  7089] predictions:    9747/  10000 (97.47%), best:    9764/10000 (97.64%), error:       810.23456, best error:       769.80048 on epoch:    51, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 81.9254760742s, input_fired_time: 0.9260230064, output_fired_time: 0.5576195717, propagate_forward_time: 32.5453796387, propagate_backward_time: 46.1376419067, weight_update_time: 0.0846524239, other_time: 1.7588119507
epoch time: 6.9049277306s, input_fired_time: 0.0974114537, output_fired_time: 0.0000000000, propagate_forward_time: 6.5007448196, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3067712784
validation[          , genome  7089] predictions:    9734/  10000 (97.34%), best:    9764/10000 (97.64%), error:       873.67114, best error:       769.80048 on epoch:    51, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 87.3165588379s, input_fired_time: 0.9808239341, output_fired_time: 0.5914041400, propagate_forward_time: 34.7368736267, propagate_backward_time: 49.0697135925, weight_update_time: 0.0943690687, other_time: 1.9377365112
epoch time: 9.0800056458s, input_fired_time: 0.1221068799, output_fired_time: 0.0000000000, propagate_forward_time: 8.5777988434, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3801002502
validation[          , genome  7089] predictions:    9717/  10000 (97.17%), best:    9764/10000 (97.64%), error:       914.57635, best error:       769.80048 on epoch:    51, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 89.9278259277s, input_fired_time: 0.9926924109, output_fired_time: 0.6050326228, propagate_forward_time: 35.8417739868, propagate_backward_time: 50.4996871948, weight_update_time: 0.0956121981, other_time: 1.9886398315
epoch time: 6.9146151543s, input_fired_time: 0.0989513397, output_fired_time: 0.0000000000, propagate_forward_time: 6.5054569244, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3102068901
validation[          , genome  7089] predictions:    9743/  10000 (97.43%), best:    9764/10000 (97.64%), error:       858.08459, best error:       769.80048 on epoch:    51, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 87.4841308594s, input_fired_time: 0.9713380337, output_fired_time: 0.5878901482, propagate_forward_time: 34.8734550476, propagate_backward_time: 49.1643943787, weight_update_time: 0.0902976990, other_time: 1.8870544434
epoch time: 6.9088406563s, input_fired_time: 0.0971116722, output_fired_time: 0.0000000000, propagate_forward_time: 6.5030775070, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3086514473
validation[          , genome  7089] predictions:    9760/  10000 (97.60%), best:    9764/10000 (97.64%), error:       784.88629, best error:       769.80048 on epoch:    51, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 86.0801620483s, input_fired_time: 0.9577712417, output_fired_time: 0.5860109925, propagate_forward_time: 34.3065032959, propagate_backward_time: 48.3800544739, weight_update_time: 0.0884916484, other_time: 1.8498191833
epoch time: 6.9061436653s, input_fired_time: 0.0978674516, output_fired_time: 0.0000000000, propagate_forward_time: 6.5026154518, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3056607246
validation[          , genome  7089] predictions:    9742/  10000 (97.42%), best:    9764/10000 (97.64%), error:       835.29474, best error:       769.80048 on epoch:    51, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 82.4511566162s, input_fired_time: 0.9345501661, output_fired_time: 0.5594231486, propagate_forward_time: 32.7223930359, propagate_backward_time: 46.4672584534, weight_update_time: 0.0852168128, other_time: 1.7675323486
epoch time: 6.8974223137s, input_fired_time: 0.0963235572, output_fired_time: 0.0000000000, propagate_forward_time: 6.4954185486, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3056802750
validation[          , genome  7089] predictions:    9737/  10000 (97.37%), best:    9764/10000 (97.64%), error:       873.85284, best error:       769.80048 on epoch:    51, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 84.9677200317s, input_fired_time: 0.9450854063, output_fired_time: 0.5768541694, propagate_forward_time: 33.7654991150, propagate_backward_time: 47.8652534485, weight_update_time: 0.0876329094, other_time: 1.8150329590
epoch time: 8.6372385025s, input_fired_time: 0.1171490401, output_fired_time: 0.0000000000, propagate_forward_time: 8.1516094208, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3684797287
validation[          , genome  7089] predictions:    9750/  10000 (97.50%), best:    9764/10000 (97.64%), error:       853.69720, best error:       769.80048 on epoch:    51, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 83.4275360107s, input_fired_time: 0.9452739954, output_fired_time: 0.5680659413, propagate_forward_time: 33.0717277527, propagate_backward_time: 47.0308723450, weight_update_time: 0.0874502733, other_time: 1.8115921021
epoch time: 6.9039731026s, input_fired_time: 0.0976171419, output_fired_time: 0.0000000000, propagate_forward_time: 6.4983186722, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3080372810
validation[          , genome  7089] predictions:    9762/  10000 (97.62%), best:    9762/10000 (97.62%), error:       751.80011, best error:       751.80011 on epoch:    69, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 82.3539047241s, input_fired_time: 0.9341336489, output_fired_time: 0.5611314774, propagate_forward_time: 32.6411094666, propagate_backward_time: 46.4302177429, weight_update_time: 0.0855518356, other_time: 1.7873077393
epoch time: 6.9247956276s, input_fired_time: 0.0976075679, output_fired_time: 0.0000000000, propagate_forward_time: 6.5183191299, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3088688850
validation[          , genome  7089] predictions:    9746/  10000 (97.46%), best:    9762/10000 (97.62%), error:       803.96826, best error:       751.80011 on epoch:    69, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 86.9156036377s, input_fired_time: 0.9696546793, output_fired_time: 0.5865550637, propagate_forward_time: 34.6070480347, propagate_backward_time: 48.8500518799, weight_update_time: 0.0900698975, other_time: 1.9022903442
epoch time: 7.7569718361s, input_fired_time: 0.1084184721, output_fired_time: 0.0000000000, propagate_forward_time: 7.3089623451, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3395910263
validation[          , genome  7089] predictions:    9761/  10000 (97.61%), best:    9762/10000 (97.62%), error:       798.38403, best error:       751.80011 on epoch:    69, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 90.8270187378s, input_fired_time: 0.9910823107, output_fired_time: 0.6056799889, propagate_forward_time: 36.2266349792, propagate_backward_time: 51.0697097778, weight_update_time: 0.0936081558, other_time: 1.9339103699
epoch time: 7.0934867859s, input_fired_time: 0.1043175161, output_fired_time: 0.0000000000, propagate_forward_time: 6.6561264992, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3330426216
validation[          , genome  7089] predictions:    9737/  10000 (97.37%), best:    9762/10000 (97.62%), error:       848.82373, best error:       751.80011 on epoch:    69, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 86.4393310547s, input_fired_time: 0.9667161703, output_fired_time: 0.5824331641, propagate_forward_time: 34.3632354736, propagate_backward_time: 48.6573448181, weight_update_time: 0.0893619210, other_time: 1.8696022034
epoch time: 6.9140734673s, input_fired_time: 0.1019211784, output_fired_time: 0.0000000000, propagate_forward_time: 6.5018973351, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3102550507
validation[          , genome  7089] predictions:    9730/  10000 (97.30%), best:    9762/10000 (97.62%), error:       873.32776, best error:       751.80011 on epoch:    69, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 82.1686096191s, input_fired_time: 0.9277953506, output_fired_time: 0.5600466132, propagate_forward_time: 32.5274085999, propagate_backward_time: 46.3995704651, weight_update_time: 0.0846839622, other_time: 1.7537918091
epoch time: 6.9080233574s, input_fired_time: 0.0991211236, output_fired_time: 0.0000000000, propagate_forward_time: 6.4997262955, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3091759682
validation[          , genome  7089] predictions:    9730/  10000 (97.30%), best:    9762/10000 (97.62%), error:       854.91998, best error:       751.80011 on epoch:    69, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 84.4826507568s, input_fired_time: 0.9493383169, output_fired_time: 0.5713368654, propagate_forward_time: 33.5724830627, propagate_backward_time: 47.5747795105, weight_update_time: 0.0874887556, other_time: 1.8147125244
epoch time: 9.9352779388s, input_fired_time: 0.1333493292, output_fired_time: 0.0000000000, propagate_forward_time: 9.3897705078, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4121580124
validation[          , genome  7089] predictions:    9741/  10000 (97.41%), best:    9762/10000 (97.62%), error:       856.55548, best error:       751.80011 on epoch:    69, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 83.7973098755s, input_fired_time: 0.9495350122, output_fired_time: 0.5712345243, propagate_forward_time: 33.1963806152, propagate_backward_time: 47.2764472961, weight_update_time: 0.0881131142, other_time: 1.8037147522
epoch time: 6.8979578018s, input_fired_time: 0.0967909023, output_fired_time: 0.0000000000, propagate_forward_time: 6.4975490570, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3036179543
validation[          , genome  7089] predictions:    9751/  10000 (97.51%), best:    9762/10000 (97.62%), error:       858.13928, best error:       751.80011 on epoch:    69, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 83.7946701050s, input_fired_time: 0.9634979963, output_fired_time: 0.5739812851, propagate_forward_time: 33.1890945435, propagate_backward_time: 47.2049026489, weight_update_time: 0.0922344849, other_time: 1.8631896973
epoch time: 7.0744304657s, input_fired_time: 0.1006191447, output_fired_time: 0.0000000000, propagate_forward_time: 6.6645970345, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3092141151
validation[          , genome  7089] predictions:    9778/  10000 (97.78%), best:    9762/10000 (97.62%), error:       771.71423, best error:       751.80011 on epoch:    69, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 91.2280883789s, input_fired_time: 1.0073454380, output_fired_time: 0.6061058044, propagate_forward_time: 36.4231491089, propagate_backward_time: 51.1909523010, weight_update_time: 0.0970677063, other_time: 2.0005378723
epoch time: 7.5555858612s, input_fired_time: 0.1051715687, output_fired_time: 0.0000000000, propagate_forward_time: 7.1185593605, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3318548203
validation[          , genome  7089] predictions:    9717/  10000 (97.17%), best:    9762/10000 (97.62%), error:       951.27759, best error:       751.80011 on epoch:    69, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 84.6501541138s, input_fired_time: 0.9534299970, output_fired_time: 0.5712732077, propagate_forward_time: 33.7139587402, propagate_backward_time: 47.5786590576, weight_update_time: 0.0869855583, other_time: 1.8328323364
epoch time: 6.9119415283s, input_fired_time: 0.0993055850, output_fired_time: 0.0000000000, propagate_forward_time: 6.5023880005, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3102478981
validation[          , genome  7089] predictions:    9720/  10000 (97.20%), best:    9762/10000 (97.62%), error:       864.81915, best error:       751.80011 on epoch:    69, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 85.8516769409s, input_fired_time: 0.9616748691, output_fired_time: 0.5780256987, propagate_forward_time: 34.1576499939, propagate_backward_time: 48.3000450134, weight_update_time: 0.0886430666, other_time: 1.8542785645
epoch time: 8.2202596664s, input_fired_time: 0.1145551726, output_fired_time: 0.0000000000, propagate_forward_time: 7.7560153008, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3496890068
validation[          , genome  7089] predictions:    9740/  10000 (97.40%), best:    9762/10000 (97.62%), error:       824.92230, best error:       751.80011 on epoch:    69, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 82.8346710205s, input_fired_time: 0.9416679144, output_fired_time: 0.5609074235, propagate_forward_time: 32.8689002991, propagate_backward_time: 46.6886291504, weight_update_time: 0.0859600231, other_time: 1.7745704651
epoch time: 6.9040932655s, input_fired_time: 0.0984142274, output_fired_time: 0.0000000000, propagate_forward_time: 6.5017371178, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3039417267
validation[          , genome  7089] predictions:    9760/  10000 (97.60%), best:    9762/10000 (97.62%), error:       788.61133, best error:       751.80011 on epoch:    69, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 84.1772155762s, input_fired_time: 0.9514408112, output_fired_time: 0.5681354403, propagate_forward_time: 33.4520034790, propagate_backward_time: 47.4073295593, weight_update_time: 0.0873739421, other_time: 1.7983055115
epoch time: 7.4337334633s, input_fired_time: 0.1040687859, output_fired_time: 0.0000000000, propagate_forward_time: 6.9987478256, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3309168816
validation[          , genome  7089] predictions:    9732/  10000 (97.32%), best:    9762/10000 (97.62%), error:       917.43939, best error:       751.80011 on epoch:    69, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 85.3435287476s, input_fired_time: 0.9585973024, output_fired_time: 0.5774936676, propagate_forward_time: 33.8978881836, propagate_backward_time: 48.1087417603, weight_update_time: 0.0883046687, other_time: 1.8008117676
epoch time: 6.9269242287s, input_fired_time: 0.1010336950, output_fired_time: 0.0000000000, propagate_forward_time: 6.5181298256, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3077607155
validation[          , genome  7089] predictions:    9755/  10000 (97.55%), best:    9762/10000 (97.62%), error:       792.57922, best error:       751.80011 on epoch:    69, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 89.9349746704s, input_fired_time: 0.9901852608, output_fired_time: 0.5998635888, propagate_forward_time: 35.8277168274, propagate_backward_time: 50.6247520447, weight_update_time: 0.0934895501, other_time: 1.8924560547
epoch time: 7.3043718338s, input_fired_time: 0.1100010276, output_fired_time: 0.0000000000, propagate_forward_time: 6.8616418839, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3327288628
validation[          , genome  7089] predictions:    9739/  10000 (97.39%), best:    9762/10000 (97.62%), error:       832.00916, best error:       751.80011 on epoch:    69, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 86.0753631592s, input_fired_time: 0.9718868732, output_fired_time: 0.5781493187, propagate_forward_time: 34.1957473755, propagate_backward_time: 48.4280548096, weight_update_time: 0.0903906375, other_time: 1.9015274048
epoch time: 6.9330816269s, input_fired_time: 0.0977722481, output_fired_time: 0.0000000000, propagate_forward_time: 6.5231413841, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3121681213
validation[          , genome  7089] predictions:    9658/  10000 (96.58%), best:    9762/10000 (97.62%), error:      1122.70178, best error:       751.80011 on epoch:    69, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 82.5967941284s, input_fired_time: 0.9388324618, output_fired_time: 0.5593726039, propagate_forward_time: 32.7557983398, propagate_backward_time: 46.5383644104, weight_update_time: 0.0858458653, other_time: 1.8044242859
epoch time: 6.9263176918s, input_fired_time: 0.1008321568, output_fired_time: 0.0000000000, propagate_forward_time: 6.5124320984, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3130536079
validation[          , genome  7089] predictions:    9747/  10000 (97.47%), best:    9762/10000 (97.62%), error:       834.04559, best error:       751.80011 on epoch:    69, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 84.8014678955s, input_fired_time: 0.9584229589, output_fired_time: 0.5723898411, propagate_forward_time: 33.7028503418, propagate_backward_time: 47.7260665894, weight_update_time: 0.0874918699, other_time: 1.8417434692
epoch time: 6.9284243584s, input_fired_time: 0.1005238593, output_fired_time: 0.0000000000, propagate_forward_time: 6.5191745758, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3087258339
validation[          , genome  7089] predictions:    9724/  10000 (97.24%), best:    9762/10000 (97.62%), error:       906.45734, best error:       751.80011 on epoch:    69, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 82.7780075073s, input_fired_time: 0.9460545778, output_fired_time: 0.5674611330, propagate_forward_time: 32.8264999390, propagate_backward_time: 46.6566772461, weight_update_time: 0.0857843608, other_time: 1.7813186646
epoch time: 6.9149589539s, input_fired_time: 0.0999425203, output_fired_time: 0.0000000000, propagate_forward_time: 6.5086622238, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3063540459
validation[          , genome  7089] predictions:    9743/  10000 (97.43%), best:    9762/10000 (97.62%), error:       809.57965, best error:       751.80011 on epoch:    69, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 84.2412261963s, input_fired_time: 0.9583038688, output_fired_time: 0.5704969168, propagate_forward_time: 33.4302673340, propagate_backward_time: 47.4780693054, weight_update_time: 0.0871847048, other_time: 1.8040885925
epoch time: 6.9222121239s, input_fired_time: 0.0996201485, output_fired_time: 0.0000000000, propagate_forward_time: 6.5056533813, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3169384003
validation[          , genome  7089] predictions:    9724/  10000 (97.24%), best:    9762/10000 (97.62%), error:       842.97083, best error:       751.80011 on epoch:    69, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 82.2245330811s, input_fired_time: 0.9422200322, output_fired_time: 0.5582967997, propagate_forward_time: 32.5859260559, propagate_backward_time: 46.3699188232, weight_update_time: 0.0855580494, other_time: 1.7681694031
epoch time: 6.9091124535s, input_fired_time: 0.1007366851, output_fired_time: 0.0000000000, propagate_forward_time: 6.5015459061, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3068299294
validation[          , genome  7089] predictions:    9683/  10000 (96.83%), best:    9762/10000 (97.62%), error:      1058.28723, best error:       751.80011 on epoch:    69, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 82.2061767578s, input_fired_time: 0.9400975108, output_fired_time: 0.5573565960, propagate_forward_time: 32.5831794739, propagate_backward_time: 46.3585929871, weight_update_time: 0.0857162252, other_time: 1.7669525146
epoch time: 6.9096202850s, input_fired_time: 0.1014665365, output_fired_time: 0.0000000000, propagate_forward_time: 6.5017766953, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3063769341
validation[          , genome  7089] predictions:    9752/  10000 (97.52%), best:    9762/10000 (97.62%), error:       829.48859, best error:       751.80011 on epoch:    69, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 84.7672424316s, input_fired_time: 0.9607199430, output_fired_time: 0.5723890662, propagate_forward_time: 33.7570343018, propagate_backward_time: 47.6412391663, weight_update_time: 0.0874107033, other_time: 1.8358650208
epoch time: 7.2998085022s, input_fired_time: 0.1050168648, output_fired_time: 0.0000000000, propagate_forward_time: 6.8674268723, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3273649216
validation[          , genome  7089] predictions:    9720/  10000 (97.20%), best:    9762/10000 (97.62%), error:       963.97003, best error:       751.80011 on epoch:    69, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 86.5981903076s, input_fired_time: 0.9693654180, output_fired_time: 0.5807946324, propagate_forward_time: 34.4432640076, propagate_backward_time: 48.7466621399, weight_update_time: 0.0903934687, other_time: 1.8581008911
epoch time: 6.9137825966s, input_fired_time: 0.1006737277, output_fired_time: 0.0000000000, propagate_forward_time: 6.5038881302, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3092207909
validation[          , genome  7089] predictions:    9714/  10000 (97.14%), best:    9762/10000 (97.62%), error:       925.12732, best error:       751.80011 on epoch:    69, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 84.7791290283s, input_fired_time: 0.9598460197, output_fired_time: 0.5719022155, propagate_forward_time: 33.6570205688, propagate_backward_time: 47.7647018433, weight_update_time: 0.0880511031, other_time: 1.8256607056
epoch time: 6.9279236794s, input_fired_time: 0.0994992703, output_fired_time: 0.0000000000, propagate_forward_time: 6.5202054977, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3082189560
validation[          , genome  7089] predictions:    9757/  10000 (97.57%), best:    9762/10000 (97.62%), error:       777.02063, best error:       751.80011 on epoch:    69, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 82.5042266846s, input_fired_time: 0.9427796006, output_fired_time: 0.5594676137, propagate_forward_time: 32.6750946045, propagate_backward_time: 46.5507965088, weight_update_time: 0.0891048312, other_time: 1.7760848999
epoch time: 6.9111046791s, input_fired_time: 0.1008224711, output_fired_time: 0.0000000000, propagate_forward_time: 6.5038623810, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3064198494
validation[          , genome  7089] predictions:    9743/  10000 (97.43%), best:    9762/10000 (97.62%), error:       901.03674, best error:       751.80011 on epoch:    69, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 85.3113021851s, input_fired_time: 0.9590925574, output_fired_time: 0.5751701593, propagate_forward_time: 33.8467788696, propagate_backward_time: 48.1109619141, weight_update_time: 0.0892106742, other_time: 1.8192977905
epoch time: 6.9546575546s, input_fired_time: 0.0999212340, output_fired_time: 0.0000000000, propagate_forward_time: 6.5431203842, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3116159439
validation[          , genome  7089] predictions:    9753/  10000 (97.53%), best:    9762/10000 (97.62%), error:       790.71857, best error:       751.80011 on epoch:    69, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 82.3906555176s, input_fired_time: 0.9375151396, output_fired_time: 0.5580716133, propagate_forward_time: 32.6862907410, propagate_backward_time: 46.4525642395, weight_update_time: 0.0858577862, other_time: 1.7562103271
epoch time: 6.9026250839s, input_fired_time: 0.1001797244, output_fired_time: 0.0000000000, propagate_forward_time: 6.4981665611, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3042788506
validation[          , genome  7089] predictions:    9746/  10000 (97.46%), best:    9762/10000 (97.62%), error:       843.20129, best error:       751.80011 on epoch:    69, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 82.7401885986s, input_fired_time: 0.9430650473, output_fired_time: 0.5583154559, propagate_forward_time: 32.7999610901, propagate_backward_time: 46.6827926636, weight_update_time: 0.0864593536, other_time: 1.7560539246
epoch time: 6.9102458954s, input_fired_time: 0.1015576869, output_fired_time: 0.0000000000, propagate_forward_time: 6.5030627251, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3056254387
validation[          , genome  7089] predictions:    9741/  10000 (97.41%), best:    9762/10000 (97.62%), error:       848.05493, best error:       751.80011 on epoch:    69, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 84.9482116699s, input_fired_time: 0.9615779519, output_fired_time: 0.5732226372, propagate_forward_time: 33.7561378479, propagate_backward_time: 47.8467216492, weight_update_time: 0.0884516612, other_time: 1.8105545044
epoch time: 6.9687981606s, input_fired_time: 0.1004763693, output_fired_time: 0.0000000000, propagate_forward_time: 6.5581388474, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3101830482
validation[          , genome  7089] predictions:    9752/  10000 (97.52%), best:    9762/10000 (97.62%), error:       839.20819, best error:       751.80011 on epoch:    69, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 85.2772140503s, input_fired_time: 0.9629657865, output_fired_time: 0.5734735727, propagate_forward_time: 33.8601341248, propagate_backward_time: 48.0457153320, weight_update_time: 0.0887059271, other_time: 1.8349266052
epoch time: 6.9056930542s, input_fired_time: 0.1006156877, output_fired_time: 0.0000000000, propagate_forward_time: 6.5003910065, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3046865463
validation[          , genome  7089] predictions:    9741/  10000 (97.41%), best:    9762/10000 (97.62%), error:       850.99030, best error:       751.80011 on epoch:    69, 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: 34.6914710999s, input_fired_time: 0.4956296682, output_fired_time: 0.0000000000, propagate_forward_time: 32.6038360596, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5920066833
best training[          , genome  7089] predictions:   49726/  50000 (99.45%), best:    9762/10000 (97.62%), error:      1272.57874, best error:       751.80011 on epoch:    69, 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: 7.5417060852s, input_fired_time: 0.1089476794, output_fired_time: 0.0000000000, propagate_forward_time: 7.0948734283, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3378849030
   testing[          , genome  7089] predictions:    9798/  10000 (97.98%), best:    9762/10000 (97.62%), error:       684.09686, best error:       751.80011 on epoch:    69, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
09:36:29 (7122): called boinc_finish(0)

</stderr_txt>
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