Nameexact_genome_1512568488_42_6627_1
Workunit2604344
Created7 Dec 2017, 20:54:48 UTC
Sent7 Dec 2017, 21:00:52 UTC
Report deadline13 Dec 2017, 6:28:52 UTC
Received8 Dec 2017, 0:10:38 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID53799
Run time1 hours 37 min 40 sec
CPU time1 hours 37 min 15 sec
Validate stateValid
Credit1,348.61
Device peak FLOPS3.64 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33

Stderr output

<core_client_version>7.2.42</core_client_version>
<![CDATA[
<stderr_txt>
, epoch:   13/100, mu: 0.7384625077, learning_rate: 0.0064167744, weight_decay: 0.0002566710

epoch time: 52.8231735229s, input_fired_time: 0.5067872405, output_fired_time: 0.3255321383, propagate_forward_time: 22.1988525391, propagate_backward_time: 28.2541904449, weight_update_time: 0.0807422921, other_time: 1.5378131866
epoch time: 4.7759914398s, input_fired_time: 0.0564761907, output_fired_time: 0.0000000000, propagate_forward_time: 4.4515919685, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2679233551
validation[          , genome  6627] predictions:    9685/  10000 (96.85%), best:    9685/10000 (96.85%), error:      1053.32629, best error:      1053.32629 on epoch:    14, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 52.8964195251s, input_fired_time: 0.5073462129, output_fired_time: 0.3267352283, propagate_forward_time: 22.2889213562, propagate_backward_time: 28.2365951538, weight_update_time: 0.0807784870, other_time: 1.5368194580
epoch time: 4.7597775459s, input_fired_time: 0.0562504977, output_fired_time: 0.0000000000, propagate_forward_time: 4.4366459846, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2668809891
validation[          , genome  6627] predictions:    9628/  10000 (96.28%), best:    9685/10000 (96.85%), error:      1218.82202, best error:      1053.32629 on epoch:    14, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 52.6395111084s, input_fired_time: 0.5030294657, output_fired_time: 0.3253340721, propagate_forward_time: 22.1036510468, propagate_backward_time: 28.1830978394, weight_update_time: 0.0795094818, other_time: 1.5244007111
epoch time: 4.7513403893s, input_fired_time: 0.0546732992, output_fired_time: 0.0000000000, propagate_forward_time: 4.4300293922, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2666378021
validation[          , genome  6627] predictions:    9679/  10000 (96.79%), best:    9685/10000 (96.85%), error:      1057.36536, best error:      1053.32629 on epoch:    14, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 52.7920150757s, input_fired_time: 0.5041568875, output_fired_time: 0.3253003657, propagate_forward_time: 22.1931209564, propagate_backward_time: 28.2473068237, weight_update_time: 0.0799567252, other_time: 1.5221271515
epoch time: 4.8576240540s, input_fired_time: 0.0565092899, output_fired_time: 0.0000000000, propagate_forward_time: 4.5299587250, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2711558342
validation[          , genome  6627] predictions:    9664/  10000 (96.64%), best:    9685/10000 (96.85%), error:      1103.54358, best error:      1053.32629 on epoch:    14, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 52.8695983887s, input_fired_time: 0.5053169727, output_fired_time: 0.3258863091, propagate_forward_time: 22.2608489990, propagate_backward_time: 28.2452201843, weight_update_time: 0.0843066499, other_time: 1.5323257446
epoch time: 4.8342356682s, input_fired_time: 0.0558734424, output_fired_time: 0.0000000000, propagate_forward_time: 4.5132908821, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2650713921
validation[          , genome  6627] predictions:    9588/  10000 (95.88%), best:    9685/10000 (96.85%), error:      1356.02332, best error:      1053.32629 on epoch:    14, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 52.5972900391s, input_fired_time: 0.5062025785, output_fired_time: 0.3363414705, propagate_forward_time: 22.1117820740, propagate_backward_time: 28.1105861664, weight_update_time: 0.0879838467, other_time: 1.5323772430
epoch time: 4.7383866310s, input_fired_time: 0.0553268604, output_fired_time: 0.0000000000, propagate_forward_time: 4.4197230339, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2633366585
validation[          , genome  6627] predictions:    9636/  10000 (96.36%), best:    9685/10000 (96.85%), error:      1148.19861, best error:      1053.32629 on epoch:    14, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 53.0467491150s, input_fired_time: 0.5100303292, output_fired_time: 0.3251930177, propagate_forward_time: 22.3424110413, propagate_backward_time: 28.3379001617, weight_update_time: 0.0812078267, other_time: 1.5312175751
epoch time: 4.8907341957s, input_fired_time: 0.0632296205, output_fired_time: 0.0000000000, propagate_forward_time: 4.5589528084, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2685518265
validation[          , genome  6627] predictions:    9647/  10000 (96.47%), best:    9685/10000 (96.85%), error:      1148.58923, best error:      1053.32629 on epoch:    14, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 52.8084030151s, input_fired_time: 0.5112098455, output_fired_time: 0.3249713182, propagate_forward_time: 22.2206192017, propagate_backward_time: 28.2146072388, weight_update_time: 0.0810287669, other_time: 1.5369949341
epoch time: 4.7213482857s, input_fired_time: 0.0538282618, output_fired_time: 0.0000000000, propagate_forward_time: 4.4029908180, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2645292282
validation[          , genome  6627] predictions:    9606/  10000 (96.06%), best:    9685/10000 (96.85%), error:      1236.90942, best error:      1053.32629 on epoch:    14, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 53.3031120300s, input_fired_time: 0.5201427341, output_fired_time: 0.3289390504, propagate_forward_time: 22.3838195801, propagate_backward_time: 28.5177478790, weight_update_time: 0.0808929130, other_time: 1.5524654388
epoch time: 4.7945289612s, input_fired_time: 0.0576110147, output_fired_time: 0.0000000000, propagate_forward_time: 4.4507117271, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2862062454
validation[          , genome  6627] predictions:    9714/  10000 (97.14%), best:    9714/10000 (97.14%), error:       959.42090, best error:       959.42090 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 52.7662391663s, input_fired_time: 0.5194895267, output_fired_time: 0.3267866969, propagate_forward_time: 22.1703090668, propagate_backward_time: 28.2133979797, weight_update_time: 0.0815317631, other_time: 1.5362567902
epoch time: 4.7543907166s, input_fired_time: 0.0554797910, output_fired_time: 0.0000000000, propagate_forward_time: 4.4350028038, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2639079094
validation[          , genome  6627] predictions:    9653/  10000 (96.53%), best:    9714/10000 (97.14%), error:      1097.89612, best error:       959.42090 on epoch:    22, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 52.7472915649s, input_fired_time: 0.5077667236, output_fired_time: 0.3247563839, propagate_forward_time: 22.1826038361, propagate_backward_time: 28.2007446289, weight_update_time: 0.0797250420, other_time: 1.5314197540
epoch time: 4.7726330757s, input_fired_time: 0.0565389544, output_fired_time: 0.0000000000, propagate_forward_time: 4.4482965469, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2677974701
validation[          , genome  6627] predictions:    9667/  10000 (96.67%), best:    9714/10000 (97.14%), error:      1109.67627, best error:       959.42090 on epoch:    22, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 53.0194206238s, input_fired_time: 0.5128199458, output_fired_time: 0.3272863925, propagate_forward_time: 22.2823505402, propagate_backward_time: 28.3510036469, weight_update_time: 0.0812298879, other_time: 1.5459594727
epoch time: 4.8246893883s, input_fired_time: 0.0576480813, output_fired_time: 0.0000000000, propagate_forward_time: 4.4969820976, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2700591087
validation[          , genome  6627] predictions:    9724/  10000 (97.24%), best:    9714/10000 (97.14%), error:       982.41309, best error:       959.42090 on epoch:    22, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 53.0066184998s, input_fired_time: 0.5151405334, output_fired_time: 0.3262742758, propagate_forward_time: 22.3186664581, propagate_backward_time: 28.3003826141, weight_update_time: 0.0814763308, other_time: 1.5461540222
epoch time: 4.7376804352s, input_fired_time: 0.0570942350, output_fired_time: 0.0000000000, propagate_forward_time: 4.4158496857, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2647366524
validation[          , genome  6627] predictions:    9687/  10000 (96.87%), best:    9714/10000 (97.14%), error:      1020.47925, best error:       959.42090 on epoch:    22, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 52.8766250610s, input_fired_time: 0.5117000341, output_fired_time: 0.3271204531, propagate_forward_time: 22.1871414185, propagate_backward_time: 28.3084735870, weight_update_time: 0.0802961588, other_time: 1.5421886444
epoch time: 4.7890520096s, input_fired_time: 0.0575627610, output_fired_time: 0.0000000000, propagate_forward_time: 4.4662079811, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2652812004
validation[          , genome  6627] predictions:    9508/  10000 (95.08%), best:    9714/10000 (97.14%), error:      1551.97559, best error:       959.42090 on epoch:    22, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 52.9170951843s, input_fired_time: 0.5137496591, output_fired_time: 0.3397022486, propagate_forward_time: 22.2515048981, propagate_backward_time: 28.2757167816, weight_update_time: 0.0805462450, other_time: 1.5364227295
epoch time: 4.7434697151s, input_fired_time: 0.0556277446, output_fired_time: 0.0000000000, propagate_forward_time: 4.4245824814, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2632594109
validation[          , genome  6627] predictions:    9703/  10000 (97.03%), best:    9714/10000 (97.14%), error:      1015.64978, best error:       959.42090 on epoch:    22, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 54.4541091919s, input_fired_time: 0.5453854203, output_fired_time: 0.3323583901, propagate_forward_time: 22.8070735931, propagate_backward_time: 29.2001514435, weight_update_time: 0.0804526433, other_time: 1.5691375732
epoch time: 4.7652735710s, input_fired_time: 0.0530586764, output_fired_time: 0.0000000000, propagate_forward_time: 4.4496450424, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2625699043
validation[          , genome  6627] predictions:    9685/  10000 (96.85%), best:    9714/10000 (97.14%), error:      1032.53088, best error:       959.42090 on epoch:    22, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 53.0683135986s, input_fired_time: 0.5128262639, output_fired_time: 0.3245221376, propagate_forward_time: 22.3188304901, propagate_backward_time: 28.4014854431, weight_update_time: 0.0791552737, other_time: 1.5106487274
epoch time: 4.8326630592s, input_fired_time: 0.0547703467, output_fired_time: 0.0000000000, propagate_forward_time: 4.5121545792, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2657380104
validation[          , genome  6627] predictions:    9676/  10000 (96.76%), best:    9714/10000 (97.14%), error:      1069.41223, best error:       959.42090 on epoch:    22, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 52.7152290344s, input_fired_time: 0.5005360842, output_fired_time: 0.3211244047, propagate_forward_time: 22.1647472382, propagate_backward_time: 28.2621593475, weight_update_time: 0.0769342706, other_time: 1.4666595459
epoch time: 4.7650837898s, input_fired_time: 0.0533855557, output_fired_time: 0.0000000000, propagate_forward_time: 4.4508399963, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2608580589
validation[          , genome  6627] predictions:    9690/  10000 (96.90%), best:    9714/10000 (97.14%), error:      1015.72375, best error:       959.42090 on epoch:    22, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 52.8827285767s, input_fired_time: 0.5003186464, output_fired_time: 0.3224083781, propagate_forward_time: 22.2496719360, propagate_backward_time: 28.3317031860, weight_update_time: 0.0766869932, other_time: 1.4786262512
epoch time: 4.7210712433s, input_fired_time: 0.0532465950, output_fired_time: 0.0000000000, propagate_forward_time: 4.4108605385, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2569642067
validation[          , genome  6627] predictions:    9699/  10000 (96.99%), best:    9714/10000 (97.14%), error:       962.45874, best error:       959.42090 on epoch:    22, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 52.8208122253s, input_fired_time: 0.5246244669, output_fired_time: 0.3229749203, propagate_forward_time: 22.1802158356, propagate_backward_time: 28.2748317719, weight_update_time: 0.0792474151, other_time: 1.5181655884
epoch time: 4.8571586609s, input_fired_time: 0.0573686287, output_fired_time: 0.0000000000, propagate_forward_time: 4.5228557587, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2769341469
validation[          , genome  6627] predictions:    9700/  10000 (97.00%), best:    9700/10000 (97.00%), error:       954.82800, best error:       954.82800 on epoch:    33, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 52.9716453552s, input_fired_time: 0.5227867365, output_fired_time: 0.3231127262, propagate_forward_time: 22.2292785645, propagate_backward_time: 28.3508853912, weight_update_time: 0.0795776471, other_time: 1.5455837250
epoch time: 4.8399033546s, input_fired_time: 0.0542649254, output_fired_time: 0.0000000000, propagate_forward_time: 4.5243229866, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2613153458
validation[          , genome  6627] predictions:    9676/  10000 (96.76%), best:    9700/10000 (97.00%), error:      1049.06860, best error:       954.82800 on epoch:    33, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 52.7556533813s, input_fired_time: 0.5172758698, output_fired_time: 0.3225056529, propagate_forward_time: 22.2009754181, propagate_backward_time: 28.2095775604, weight_update_time: 0.0792077854, other_time: 1.5053176880
epoch time: 4.7616081238s, input_fired_time: 0.0532820188, output_fired_time: 0.0000000000, propagate_forward_time: 4.4477515221, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2605748177
validation[          , genome  6627] predictions:    9657/  10000 (96.57%), best:    9700/10000 (97.00%), error:      1049.49316, best error:       954.82800 on epoch:    33, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 52.7893562317s, input_fired_time: 0.5200397968, output_fired_time: 0.3227044344, propagate_forward_time: 22.1529331207, propagate_backward_time: 28.2684803009, weight_update_time: 0.0801682621, other_time: 1.5251998901
epoch time: 4.7527699471s, input_fired_time: 0.0566694699, output_fired_time: 0.0000000000, propagate_forward_time: 4.4275317192, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2685689926
validation[          , genome  6627] predictions:    9681/  10000 (96.81%), best:    9700/10000 (97.00%), error:      1027.44446, best error:       954.82800 on epoch:    33, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 52.8905792236s, input_fired_time: 0.5133869052, output_fired_time: 0.3230074644, propagate_forward_time: 22.1905860901, propagate_backward_time: 28.3517169952, weight_update_time: 0.0786781609, other_time: 1.5118846893
epoch time: 4.7551898956s, input_fired_time: 0.0532275103, output_fired_time: 0.0000000000, propagate_forward_time: 4.4411001205, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2608623505
validation[          , genome  6627] predictions:    9708/  10000 (97.08%), best:    9700/10000 (97.00%), error:       968.03918, best error:       954.82800 on epoch:    33, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 52.6218795776s, input_fired_time: 0.5235118270, output_fired_time: 0.3219828010, propagate_forward_time: 22.1303577423, propagate_backward_time: 28.1257190704, weight_update_time: 0.0801698640, other_time: 1.5203094482
epoch time: 4.7282695770s, input_fired_time: 0.0564525127, output_fired_time: 0.0000000000, propagate_forward_time: 4.4085931778, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2632236481
validation[          , genome  6627] predictions:    9722/  10000 (97.22%), best:    9722/10000 (97.22%), error:       887.04553, best error:       887.04553 on epoch:    38, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 52.5014839172s, input_fired_time: 0.5285474658, output_fired_time: 0.3225734234, propagate_forward_time: 22.0591259003, propagate_backward_time: 28.0650806427, weight_update_time: 0.0813034922, other_time: 1.5261535645
epoch time: 4.7354454994s, input_fired_time: 0.0575964600, output_fired_time: 0.0000000000, propagate_forward_time: 4.4140000343, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2638487816
validation[          , genome  6627] predictions:    9689/  10000 (96.89%), best:    9722/10000 (97.22%), error:       973.78607, best error:       887.04553 on epoch:    38, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 52.5237503052s, input_fired_time: 0.5238226056, output_fired_time: 0.3222726583, propagate_forward_time: 22.0700588226, propagate_backward_time: 28.0837440491, weight_update_time: 0.0810368732, other_time: 1.5238513947
epoch time: 4.7422614098s, input_fired_time: 0.0567423999, output_fired_time: 0.0000000000, propagate_forward_time: 4.4214587212, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2640604973
validation[          , genome  6627] predictions:    9711/  10000 (97.11%), best:    9722/10000 (97.22%), error:       960.91364, best error:       887.04553 on epoch:    38, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 53.1492500305s, input_fired_time: 0.5226799846, output_fired_time: 0.3218504190, propagate_forward_time: 22.3692111969, propagate_backward_time: 28.4417438507, weight_update_time: 0.0779360905, other_time: 1.4937667847
epoch time: 4.7509598732s, input_fired_time: 0.0543435924, output_fired_time: 0.0000000000, propagate_forward_time: 4.4372797012, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2593364716
validation[          , genome  6627] predictions:    9710/  10000 (97.10%), best:    9722/10000 (97.22%), error:       968.21979, best error:       887.04553 on epoch:    38, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 53.2197608948s, input_fired_time: 0.5287743211, output_fired_time: 0.3235217035, propagate_forward_time: 22.3280792236, propagate_backward_time: 28.5081901550, weight_update_time: 0.0807192922, other_time: 1.5311965942
epoch time: 4.7558889389s, input_fired_time: 0.0571188889, output_fired_time: 0.0000000000, propagate_forward_time: 4.4354071617, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2633628845
validation[          , genome  6627] predictions:    9704/  10000 (97.04%), best:    9722/10000 (97.22%), error:       943.48761, best error:       887.04553 on epoch:    38, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 52.8080673218s, input_fired_time: 0.5346438885, output_fired_time: 0.3241980374, propagate_forward_time: 22.1725673676, propagate_backward_time: 28.2308006287, weight_update_time: 0.0811947808, other_time: 1.5458545685
epoch time: 4.7383761406s, input_fired_time: 0.0566017255, output_fired_time: 0.0000000000, propagate_forward_time: 4.4182300568, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2635445595
validation[          , genome  6627] predictions:    9693/  10000 (96.93%), best:    9722/10000 (97.22%), error:       998.41882, best error:       887.04553 on epoch:    38, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 52.6849822998s, input_fired_time: 0.5181051493, output_fired_time: 0.3218658268, propagate_forward_time: 22.1194820404, propagate_backward_time: 28.2121429443, weight_update_time: 0.0795443580, other_time: 1.5133876801
epoch time: 4.7544703484s, input_fired_time: 0.0557819195, output_fired_time: 0.0000000000, propagate_forward_time: 4.4359335899, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2627549171
validation[          , genome  6627] predictions:    9701/  10000 (97.01%), best:    9722/10000 (97.22%), error:       984.71106, best error:       887.04553 on epoch:    38, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 52.8920478821s, input_fired_time: 0.5266999006, output_fired_time: 0.3229300082, propagate_forward_time: 22.2837677002, propagate_backward_time: 28.2280368805, weight_update_time: 0.0811332613, other_time: 1.5306148529
epoch time: 4.7363476753s, input_fired_time: 0.0567018650, output_fired_time: 0.0000000000, propagate_forward_time: 4.4134397507, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2662062645
validation[          , genome  6627] predictions:    9704/  10000 (97.04%), best:    9722/10000 (97.22%), error:       946.50647, best error:       887.04553 on epoch:    38, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 52.7696380615s, input_fired_time: 0.5366722345, output_fired_time: 0.3235864639, propagate_forward_time: 22.1766242981, propagate_backward_time: 28.2095012665, weight_update_time: 0.0810027719, other_time: 1.5232563019
epoch time: 4.7352881432s, input_fired_time: 0.0573238470, output_fired_time: 0.0000000000, propagate_forward_time: 4.4132266045, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2647376060
validation[          , genome  6627] predictions:    9689/  10000 (96.89%), best:    9722/10000 (97.22%), error:      1004.40381, best error:       887.04553 on epoch:    38, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 52.7437591553s, input_fired_time: 0.5159751177, output_fired_time: 0.3229307830, propagate_forward_time: 22.1427593231, propagate_backward_time: 28.2705478668, weight_update_time: 0.0787918866, other_time: 1.4915466309
epoch time: 4.8669204712s, input_fired_time: 0.0568293892, output_fired_time: 0.0000000000, propagate_forward_time: 4.5453171730, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2647738457
validation[          , genome  6627] predictions:    9686/  10000 (96.86%), best:    9722/10000 (97.22%), error:      1071.81641, best error:       887.04553 on epoch:    38, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 52.7758522034s, input_fired_time: 0.5023603439, output_fired_time: 0.3208908737, propagate_forward_time: 22.2426280975, propagate_backward_time: 28.2468070984, weight_update_time: 0.0768398792, other_time: 1.4631633759
epoch time: 4.7652812004s, input_fired_time: 0.0542962477, output_fired_time: 0.0000000000, propagate_forward_time: 4.4501452446, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2608399391
validation[          , genome  6627] predictions:    9704/  10000 (97.04%), best:    9722/10000 (97.22%), error:       967.67096, best error:       887.04553 on epoch:    38, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 52.9562454224s, input_fired_time: 0.5036273003, output_fired_time: 0.3212974370, propagate_forward_time: 22.2670116425, propagate_backward_time: 28.3890399933, weight_update_time: 0.0770239681, other_time: 1.4752693176
epoch time: 4.7343235016s, input_fired_time: 0.0536047928, output_fired_time: 0.0000000000, propagate_forward_time: 4.4243631363, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2563557625
validation[          , genome  6627] predictions:    9707/  10000 (97.07%), best:    9722/10000 (97.22%), error:       933.74811, best error:       887.04553 on epoch:    38, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 53.4513511658s, input_fired_time: 0.5283532143, output_fired_time: 0.3270903230, propagate_forward_time: 22.4434242249, propagate_backward_time: 28.6190433502, weight_update_time: 0.0801235288, other_time: 1.5334377289
epoch time: 4.7611603737s, input_fired_time: 0.0545643792, output_fired_time: 0.0000000000, propagate_forward_time: 4.4461302757, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2604656219
validation[          , genome  6627] predictions:    9729/  10000 (97.29%), best:    9722/10000 (97.22%), error:       903.31354, best error:       887.04553 on epoch:    38, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 52.7512588501s, input_fired_time: 0.5048807859, output_fired_time: 0.3204450309, propagate_forward_time: 22.1675739288, propagate_backward_time: 28.2532558441, weight_update_time: 0.1013072953, other_time: 1.5051040649
epoch time: 4.8397378922s, input_fired_time: 0.0552830957, output_fired_time: 0.0000000000, propagate_forward_time: 4.5126886368, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2717661858
validation[          , genome  6627] predictions:    9730/  10000 (97.30%), best:    9722/10000 (97.22%), error:       902.75433, best error:       887.04553 on epoch:    38, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 52.8409194946s, input_fired_time: 0.5267460346, output_fired_time: 0.3232538104, propagate_forward_time: 22.1899738312, propagate_backward_time: 28.2436237335, weight_update_time: 0.1095770970, other_time: 1.5573234558
epoch time: 4.8028864861s, input_fired_time: 0.0584829077, output_fired_time: 0.0000000000, propagate_forward_time: 4.4772496223, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2671537399
validation[          , genome  6627] predictions:    9710/  10000 (97.10%), best:    9722/10000 (97.22%), error:      1015.68524, best error:       887.04553 on epoch:    38, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 53.0616302490s, input_fired_time: 0.5194839239, output_fired_time: 0.3305143416, propagate_forward_time: 22.2986164093, propagate_backward_time: 28.3885040283, weight_update_time: 0.0793075562, other_time: 1.5245113373
epoch time: 4.7468323708s, input_fired_time: 0.0582084283, output_fired_time: 0.0000000000, propagate_forward_time: 4.4235844612, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2650394440
validation[          , genome  6627] predictions:    9721/  10000 (97.21%), best:    9722/10000 (97.22%), error:       902.38501, best error:       887.04553 on epoch:    38, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 53.0955123901s, input_fired_time: 0.5126735568, output_fired_time: 0.3215183318, propagate_forward_time: 22.2963848114, propagate_backward_time: 28.4609241486, weight_update_time: 0.0783096254, other_time: 1.5040130615
epoch time: 4.7829422951s, input_fired_time: 0.0546700396, output_fired_time: 0.0000000000, propagate_forward_time: 4.4650139809, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2632584572
validation[          , genome  6627] predictions:    9748/  10000 (97.48%), best:    9748/10000 (97.48%), error:       865.98633, best error:       865.98633 on epoch:    54, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 54.0305442810s, input_fired_time: 0.5457351208, output_fired_time: 0.3398211598, propagate_forward_time: 22.6658859253, propagate_backward_time: 28.9075679779, weight_update_time: 0.0818585753, other_time: 1.5715351105
epoch time: 4.8498644829s, input_fired_time: 0.0568260811, output_fired_time: 0.0000000000, propagate_forward_time: 4.5211467743, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2718915939
validation[          , genome  6627] predictions:    9689/  10000 (96.89%), best:    9748/10000 (97.48%), error:      1005.61938, best error:       865.98633 on epoch:    54, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 53.2091941833s, input_fired_time: 0.5134522915, output_fired_time: 0.3237214386, propagate_forward_time: 22.3305587769, propagate_backward_time: 28.5331344604, weight_update_time: 0.0780151412, other_time: 1.5083274841
epoch time: 4.7413592339s, input_fired_time: 0.0575830601, output_fired_time: 0.0000000000, propagate_forward_time: 4.4171776772, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2665987015
validation[          , genome  6627] predictions:    9712/  10000 (97.12%), best:    9748/10000 (97.48%), error:       931.88196, best error:       865.98633 on epoch:    54, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 53.1664543152s, input_fired_time: 0.5218927264, output_fired_time: 0.3235039115, propagate_forward_time: 22.3859691620, propagate_backward_time: 28.4180431366, weight_update_time: 0.0800063536, other_time: 1.5170440674
epoch time: 4.9239172935s, input_fired_time: 0.0572572798, output_fired_time: 0.0000000000, propagate_forward_time: 4.5768861771, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2897739410
validation[          , genome  6627] predictions:    9698/  10000 (96.98%), best:    9748/10000 (97.48%), error:      1029.40283, best error:       865.98633 on epoch:    54, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 52.6740074158s, input_fired_time: 0.5038531423, output_fired_time: 0.3204764724, propagate_forward_time: 22.1613178253, propagate_backward_time: 28.2312717438, weight_update_time: 0.0767991617, other_time: 1.4570884705
epoch time: 4.9279961586s, input_fired_time: 0.0563947894, output_fired_time: 0.0000000000, propagate_forward_time: 4.6055312157, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2660703659
validation[          , genome  6627] predictions:    9712/  10000 (97.12%), best:    9748/10000 (97.48%), error:       951.53784, best error:       865.98633 on epoch:    54, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 53.1042404175s, input_fired_time: 0.5114366412, output_fired_time: 0.3234036863, propagate_forward_time: 22.3208255768, propagate_backward_time: 28.4682769775, weight_update_time: 0.0776691288, other_time: 1.4802989960
epoch time: 4.7843890190s, input_fired_time: 0.0554274581, output_fired_time: 0.0000000000, propagate_forward_time: 4.4652757645, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2636857033
validation[          , genome  6627] predictions:    9698/  10000 (96.98%), best:    9748/10000 (97.48%), error:       966.78583, best error:       865.98633 on epoch:    54, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 52.7791366577s, input_fired_time: 0.5200511217, output_fired_time: 0.3224803209, propagate_forward_time: 22.1723899841, propagate_backward_time: 28.2543678284, weight_update_time: 0.0797597989, other_time: 1.5098495483
epoch time: 4.7782883644s, input_fired_time: 0.0590175614, output_fired_time: 0.0000000000, propagate_forward_time: 4.4517040253, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2675666809
validation[          , genome  6627] predictions:    9656/  10000 (96.56%), best:    9748/10000 (97.48%), error:      1091.22546, best error:       865.98633 on epoch:    54, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 52.7736778259s, input_fired_time: 0.5256960392, output_fired_time: 0.3225113153, propagate_forward_time: 22.1289653778, propagate_backward_time: 28.2301692963, weight_update_time: 0.0811188743, other_time: 1.5663375854
epoch time: 4.7532844543s, input_fired_time: 0.0536330938, output_fired_time: 0.0000000000, propagate_forward_time: 4.4413638115, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2582874298
validation[          , genome  6627] predictions:    9659/  10000 (96.59%), best:    9748/10000 (97.48%), error:      1114.94092, best error:       865.98633 on epoch:    54, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 52.9439964294s, input_fired_time: 0.5288836956, output_fired_time: 0.3240561783, propagate_forward_time: 22.2904205322, propagate_backward_time: 28.2793140411, weight_update_time: 0.0803281739, other_time: 1.5213222504
epoch time: 4.7397804260s, input_fired_time: 0.0576861538, output_fired_time: 0.0000000000, propagate_forward_time: 4.4174151421, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2646789551
validation[          , genome  6627] predictions:    9678/  10000 (96.78%), best:    9748/10000 (97.48%), error:      1029.49500, best error:       865.98633 on epoch:    54, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 52.7271423340s, input_fired_time: 0.5168501139, output_fired_time: 0.3215882480, propagate_forward_time: 22.1871166229, propagate_backward_time: 28.1984252930, weight_update_time: 0.0783719197, other_time: 1.5031642914
epoch time: 4.7200350761s, input_fired_time: 0.0533668920, output_fired_time: 0.0000000000, propagate_forward_time: 4.4105381966, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2561302185
validation[          , genome  6627] predictions:    9705/  10000 (97.05%), best:    9748/10000 (97.48%), error:       962.45789, best error:       865.98633 on epoch:    54, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 52.9406700134s, input_fired_time: 0.5304691792, output_fired_time: 0.3237402439, propagate_forward_time: 22.2092666626, propagate_backward_time: 28.3528690338, weight_update_time: 0.0802089497, other_time: 1.5243244171
epoch time: 4.7421059608s, input_fired_time: 0.0579632893, output_fired_time: 0.0000000000, propagate_forward_time: 4.4185061455, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2656364441
validation[          , genome  6627] predictions:    9735/  10000 (97.35%), best:    9748/10000 (97.48%), error:       892.28839, best error:       865.98633 on epoch:    54, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 52.9411048889s, input_fired_time: 0.5170620084, output_fired_time: 0.3212904334, propagate_forward_time: 22.2621593475, propagate_backward_time: 28.3214778900, weight_update_time: 0.0787433833, other_time: 1.5191154480
epoch time: 4.7297587395s, input_fired_time: 0.0572833195, output_fired_time: 0.0000000000, propagate_forward_time: 4.4091644287, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2633109093
validation[          , genome  6627] predictions:    9729/  10000 (97.29%), best:    9748/10000 (97.48%), error:       888.57532, best error:       865.98633 on epoch:    54, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 52.4804573059s, input_fired_time: 0.5269369483, output_fired_time: 0.3216130435, propagate_forward_time: 22.0516853333, propagate_backward_time: 28.0599517822, weight_update_time: 0.0810221508, other_time: 1.5202713013
epoch time: 4.7322239876s, input_fired_time: 0.0569903143, output_fired_time: 0.0000000000, propagate_forward_time: 4.4120631218, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2631707191
validation[          , genome  6627] predictions:    9717/  10000 (97.17%), best:    9748/10000 (97.48%), error:       892.71741, best error:       865.98633 on epoch:    54, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 53.0793762207s, input_fired_time: 0.5204022527, output_fired_time: 0.3239647448, propagate_forward_time: 22.3028011322, propagate_backward_time: 28.3745899200, weight_update_time: 0.0954581946, other_time: 1.5576210022
epoch time: 4.7549605370s, input_fired_time: 0.0570287891, output_fired_time: 0.0000000000, propagate_forward_time: 4.4342670441, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2636647224
validation[          , genome  6627] predictions:    9718/  10000 (97.18%), best:    9748/10000 (97.48%), error:       895.68347, best error:       865.98633 on epoch:    54, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 53.0104598999s, input_fired_time: 0.5248718858, output_fired_time: 0.3244526982, propagate_forward_time: 22.2507724762, propagate_backward_time: 28.3798294067, weight_update_time: 0.0802247375, other_time: 1.5305347443
epoch time: 4.7240490913s, input_fired_time: 0.0541326813, output_fired_time: 0.0000000000, propagate_forward_time: 4.4115533829, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2583632469
validation[          , genome  6627] predictions:    9717/  10000 (97.17%), best:    9748/10000 (97.48%), error:       913.56177, best error:       865.98633 on epoch:    54, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 52.8564834595s, input_fired_time: 0.5214518309, output_fired_time: 0.3217883110, propagate_forward_time: 22.1596984863, propagate_backward_time: 28.3396892548, weight_update_time: 0.0787464976, other_time: 1.5138568878
epoch time: 4.7635378838s, input_fired_time: 0.0581036620, output_fired_time: 0.0000000000, propagate_forward_time: 4.4390249252, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2664093971
validation[          , genome  6627] predictions:    9707/  10000 (97.07%), best:    9748/10000 (97.48%), error:       949.02527, best error:       865.98633 on epoch:    54, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 53.0751800537s, input_fired_time: 0.5155253410, output_fired_time: 0.3253519833, propagate_forward_time: 22.3216266632, propagate_backward_time: 28.3976612091, weight_update_time: 0.0777491629, other_time: 1.5150146484
epoch time: 4.7820296288s, input_fired_time: 0.0594040304, output_fired_time: 0.0000000000, propagate_forward_time: 4.4529385567, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2696871758
validation[          , genome  6627] predictions:    9699/  10000 (96.99%), best:    9748/10000 (97.48%), error:      1002.69714, best error:       865.98633 on epoch:    54, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 53.5326461792s, input_fired_time: 0.5426453352, output_fired_time: 0.3283115029, propagate_forward_time: 22.3947639465, propagate_backward_time: 28.6743373871, weight_update_time: 0.0894209966, other_time: 1.5925884247
epoch time: 4.7456998825s, input_fired_time: 0.0541329905, output_fired_time: 0.0000000000, propagate_forward_time: 4.4330177307, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2585492134
validation[          , genome  6627] predictions:    9696/  10000 (96.96%), best:    9748/10000 (97.48%), error:       930.46332, best error:       865.98633 on epoch:    54, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 52.6747207642s, input_fired_time: 0.5125727057, output_fired_time: 0.3214923739, propagate_forward_time: 22.1829071045, propagate_backward_time: 28.1780548096, weight_update_time: 0.0777478665, other_time: 1.4796943665
epoch time: 4.7546911240s, input_fired_time: 0.0550293475, output_fired_time: 0.0000000000, propagate_forward_time: 4.4411621094, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2584996223
validation[          , genome  6627] predictions:    9716/  10000 (97.16%), best:    9748/10000 (97.48%), error:       918.68579, best error:       865.98633 on epoch:    54, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 52.8868713379s, input_fired_time: 0.5177266598, output_fired_time: 0.3216053545, propagate_forward_time: 22.1927967072, propagate_backward_time: 28.3673400879, weight_update_time: 0.0781006292, other_time: 1.4874019623
epoch time: 4.7861113548s, input_fired_time: 0.0577053279, output_fired_time: 0.0000000000, propagate_forward_time: 4.4624662399, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2659397125
validation[          , genome  6627] predictions:    9701/  10000 (97.01%), best:    9748/10000 (97.48%), error:       978.84753, best error:       865.98633 on epoch:    54, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 53.2171592712s, input_fired_time: 0.5263459682, output_fired_time: 0.3243036270, propagate_forward_time: 22.3729724884, propagate_backward_time: 28.4655132294, weight_update_time: 0.0797891170, other_time: 1.5280265808
epoch time: 4.7606191635s, input_fired_time: 0.0585381687, output_fired_time: 0.0000000000, propagate_forward_time: 4.4360179901, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2660632133
validation[          , genome  6627] predictions:    9685/  10000 (96.85%), best:    9748/10000 (97.48%), error:       996.75281, best error:       865.98633 on epoch:    54, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 52.9247016907s, input_fired_time: 0.5133944154, output_fired_time: 0.3212129474, propagate_forward_time: 22.2557678223, propagate_backward_time: 28.3472633362, weight_update_time: 0.0782760009, other_time: 1.4870643616
epoch time: 4.7380857468s, input_fired_time: 0.0583141521, output_fired_time: 0.0000000000, propagate_forward_time: 4.4162883759, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2634830475
validation[          , genome  6627] predictions:    9722/  10000 (97.22%), best:    9748/10000 (97.48%), error:       882.07422, best error:       865.98633 on epoch:    54, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 52.8323593140s, input_fired_time: 0.5150364637, output_fired_time: 0.3281441629, propagate_forward_time: 22.1682567596, propagate_backward_time: 28.3118667603, weight_update_time: 0.0787214190, other_time: 1.5090541840
epoch time: 4.7341318130s, input_fired_time: 0.0549418814, output_fired_time: 0.0000000000, propagate_forward_time: 4.4201974869, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2589926720
validation[          , genome  6627] predictions:    9693/  10000 (96.93%), best:    9748/10000 (97.48%), error:       979.41595, best error:       865.98633 on epoch:    54, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 52.6621627808s, input_fired_time: 0.5080631375, output_fired_time: 0.3204825819, propagate_forward_time: 22.1331272125, propagate_backward_time: 28.2189750671, weight_update_time: 0.0771054178, other_time: 1.4815120697
epoch time: 4.7282156944s, input_fired_time: 0.0545345917, output_fired_time: 0.0000000000, propagate_forward_time: 4.4150662422, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2586150169
validation[          , genome  6627] predictions:    9688/  10000 (96.88%), best:    9748/10000 (97.48%), error:      1030.40137, best error:       865.98633 on epoch:    54, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 52.9120788574s, input_fired_time: 0.5343109369, output_fired_time: 0.3391960263, propagate_forward_time: 22.2040100098, propagate_backward_time: 28.2928428650, weight_update_time: 0.0816570148, other_time: 1.5417213440
epoch time: 4.7381567955s, input_fired_time: 0.0579300933, output_fired_time: 0.0000000000, propagate_forward_time: 4.4160776138, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2641491890
validation[          , genome  6627] predictions:    9683/  10000 (96.83%), best:    9748/10000 (97.48%), error:       988.69659, best error:       865.98633 on epoch:    54, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 52.5510177612s, input_fired_time: 0.5327383280, output_fired_time: 0.3231904209, propagate_forward_time: 22.0693321228, propagate_backward_time: 28.0940475464, weight_update_time: 0.0816788673, other_time: 1.5317115784
epoch time: 4.7386956215s, input_fired_time: 0.0576192848, output_fired_time: 0.0000000000, propagate_forward_time: 4.4168233871, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2642531395
validation[          , genome  6627] predictions:    9612/  10000 (96.12%), best:    9748/10000 (97.48%), error:      1165.08826, best error:       865.98633 on epoch:    54, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 52.6169509888s, input_fired_time: 0.5305151939, output_fired_time: 0.3210833669, propagate_forward_time: 22.0959148407, propagate_backward_time: 28.1487388611, weight_update_time: 0.0813604593, other_time: 1.5207004547
epoch time: 4.8581404686s, input_fired_time: 0.0603775494, output_fired_time: 0.0000000000, propagate_forward_time: 4.5292668343, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2684960365
validation[          , genome  6627] predictions:    9696/  10000 (96.96%), best:    9748/10000 (97.48%), error:       994.67749, best error:       865.98633 on epoch:    54, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 53.1001472473s, input_fired_time: 0.5400115848, output_fired_time: 0.3226382136, propagate_forward_time: 22.2838001251, propagate_backward_time: 28.3950729370, weight_update_time: 0.0813013911, other_time: 1.5586223602
epoch time: 4.7473931313s, input_fired_time: 0.0579414330, output_fired_time: 0.0000000000, propagate_forward_time: 4.4257593155, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2636923790
validation[          , genome  6627] predictions:    9702/  10000 (97.02%), best:    9748/10000 (97.48%), error:       948.15289, best error:       865.98633 on epoch:    54, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 52.8975715637s, input_fired_time: 0.5116510987, output_fired_time: 0.3217436373, propagate_forward_time: 22.2695236206, propagate_backward_time: 28.3095321655, weight_update_time: 0.0774939284, other_time: 1.4851226807
epoch time: 4.7315111160s, input_fired_time: 0.0571155436, output_fired_time: 0.0000000000, propagate_forward_time: 4.4088377953, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2655577660
validation[          , genome  6627] predictions:    9699/  10000 (96.99%), best:    9748/10000 (97.48%), error:       971.11005, best error:       865.98633 on epoch:    54, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 52.5781364441s, input_fired_time: 0.5315442085, output_fired_time: 0.3219082952, propagate_forward_time: 22.0935478210, propagate_backward_time: 28.1123085022, weight_update_time: 0.0808089823, other_time: 1.5188293457
epoch time: 4.7429804802s, input_fired_time: 0.0580471568, output_fired_time: 0.0000000000, propagate_forward_time: 4.4204096794, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2645235062
validation[          , genome  6627] predictions:    9720/  10000 (97.20%), best:    9748/10000 (97.48%), error:       900.87360, best error:       865.98633 on epoch:    54, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 52.6901359558s, input_fired_time: 0.5268433094, output_fired_time: 0.3218648732, propagate_forward_time: 22.1443939209, propagate_backward_time: 28.1864433289, weight_update_time: 0.0797782540, other_time: 1.5105895996
epoch time: 4.9593362808s, input_fired_time: 0.0594673865, output_fired_time: 0.0000000000, propagate_forward_time: 4.6082000732, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2916688919
validation[          , genome  6627] predictions:    9711/  10000 (97.11%), best:    9748/10000 (97.48%), error:       948.37939, best error:       865.98633 on epoch:    54, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 52.9696922302s, input_fired_time: 0.5159562230, output_fired_time: 0.3301769197, propagate_forward_time: 22.3201427460, propagate_backward_time: 28.3162651062, weight_update_time: 0.0785518661, other_time: 1.4871501923
epoch time: 4.7439756393s, input_fired_time: 0.0586257018, output_fired_time: 0.0000000000, propagate_forward_time: 4.4226183891, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2627315521
validation[          , genome  6627] predictions:    9703/  10000 (97.03%), best:    9748/10000 (97.48%), error:       969.25836, best error:       865.98633 on epoch:    54, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 52.9369049072s, input_fired_time: 0.5104904175, output_fired_time: 0.3237209618, propagate_forward_time: 22.1802158356, propagate_backward_time: 28.4373550415, weight_update_time: 0.0774223134, other_time: 1.4851207733
epoch time: 4.7220625877s, input_fired_time: 0.0542921908, output_fired_time: 0.0000000000, propagate_forward_time: 4.4110527039, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2567176819
validation[          , genome  6627] predictions:    9715/  10000 (97.15%), best:    9748/10000 (97.48%), error:       927.31854, best error:       865.98633 on epoch:    54, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 53.0494079590s, input_fired_time: 0.5265904069, output_fired_time: 0.3210839331, propagate_forward_time: 22.2910881042, propagate_backward_time: 28.4342784882, weight_update_time: 0.0775638893, other_time: 1.4763660431
epoch time: 4.8237977028s, input_fired_time: 0.0547198430, output_fired_time: 0.0000000000, propagate_forward_time: 4.5076208115, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2614569664
validation[          , genome  6627] predictions:    9700/  10000 (97.00%), best:    9748/10000 (97.48%), error:       950.66028, best error:       865.98633 on epoch:    54, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 53.0068702698s, input_fired_time: 0.5249695182, output_fired_time: 0.3379315138, propagate_forward_time: 22.3146114349, propagate_backward_time: 28.3217048645, weight_update_time: 0.0796378478, other_time: 1.5076503754
epoch time: 4.7326869965s, input_fired_time: 0.0579553209, output_fired_time: 0.0000000000, propagate_forward_time: 4.4125933647, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2621383667
validation[          , genome  6627] predictions:    9719/  10000 (97.19%), best:    9748/10000 (97.48%), error:       946.77747, best error:       865.98633 on epoch:    54, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 52.7222404480s, input_fired_time: 0.5092898011, output_fired_time: 0.3207913637, propagate_forward_time: 22.1580448151, propagate_backward_time: 28.2691879272, weight_update_time: 0.0768283829, other_time: 1.4649257660
epoch time: 4.8398842812s, input_fired_time: 0.0563840270, output_fired_time: 0.0000000000, propagate_forward_time: 4.5222992897, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2612009048
validation[          , genome  6627] predictions:    9705/  10000 (97.05%), best:    9748/10000 (97.48%), error:       912.82672, best error:       865.98633 on epoch:    54, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 52.9240531921s, input_fired_time: 0.5201932788, output_fired_time: 0.3208677471, propagate_forward_time: 22.2265529633, propagate_backward_time: 28.3628311157, weight_update_time: 0.0774298012, other_time: 1.4936046600
epoch time: 4.7367901802s, input_fired_time: 0.0593779534, output_fired_time: 0.0000000000, propagate_forward_time: 4.4138803482, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2635316849
validation[          , genome  6627] predictions:    9686/  10000 (96.86%), best:    9748/10000 (97.48%), error:      1049.62866, best error:       865.98633 on epoch:    54, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 52.8463592529s, input_fired_time: 0.5138232708, output_fired_time: 0.3206799328, propagate_forward_time: 22.1984558105, propagate_backward_time: 28.3227806091, weight_update_time: 0.0780971572, other_time: 1.4906196594
epoch time: 4.7617316246s, input_fired_time: 0.0573342107, output_fired_time: 0.0000000000, propagate_forward_time: 4.4438743591, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2605228424
validation[          , genome  6627] predictions:    9711/  10000 (97.11%), best:    9748/10000 (97.48%), error:       934.76343, best error:       865.98633 on epoch:    54, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 52.8130874634s, input_fired_time: 0.5194063187, output_fired_time: 0.3206842840, propagate_forward_time: 22.2125186920, propagate_backward_time: 28.2635059357, weight_update_time: 0.0789803341, other_time: 1.4969749451
epoch time: 4.7708477974s, input_fired_time: 0.0548469573, output_fired_time: 0.0000000000, propagate_forward_time: 4.4568037987, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2591972351
validation[          , genome  6627] predictions:    9653/  10000 (96.53%), best:    9748/10000 (97.48%), error:      1150.30676, best error:       865.98633 on epoch:    54, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 52.7557144165s, input_fired_time: 0.5280097723, output_fired_time: 0.3237659037, propagate_forward_time: 22.1577682495, propagate_backward_time: 28.2281570435, weight_update_time: 0.0797535181, other_time: 1.5180130005
epoch time: 4.7392134666s, input_fired_time: 0.0583927073, output_fired_time: 0.0000000000, propagate_forward_time: 4.4172172546, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2636036873
validation[          , genome  6627] predictions:    9733/  10000 (97.33%), best:    9748/10000 (97.48%), error:       924.54681, best error:       865.98633 on epoch:    54, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 53.0152626038s, input_fired_time: 0.5595080853, output_fired_time: 0.3318073153, propagate_forward_time: 22.2299480438, propagate_backward_time: 28.3735103607, weight_update_time: 0.0801991001, other_time: 1.5204887390
epoch time: 4.7209639549s, input_fired_time: 0.0583356582, output_fired_time: 0.0000000000, propagate_forward_time: 4.3990745544, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2635536194
validation[          , genome  6627] predictions:    9711/  10000 (97.11%), best:    9748/10000 (97.48%), error:       932.79541, best error:       865.98633 on epoch:    54, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 52.8768234253s, input_fired_time: 0.5312258601, output_fired_time: 0.3212931156, propagate_forward_time: 22.2157726288, propagate_backward_time: 28.2983722687, weight_update_time: 0.0792223439, other_time: 1.5101585388
epoch time: 4.7739310265s, input_fired_time: 0.0562300272, output_fired_time: 0.0000000000, propagate_forward_time: 4.4564456940, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2612552643
validation[          , genome  6627] predictions:    9698/  10000 (96.98%), best:    9748/10000 (97.48%), error:       953.25793, best error:       865.98633 on epoch:    54, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 53.1306037903s, input_fired_time: 0.5311353207, output_fired_time: 0.3215825260, propagate_forward_time: 22.4201946259, propagate_backward_time: 28.3516483307, weight_update_time: 0.0792342499, other_time: 1.5060424805
epoch time: 4.7523345947s, input_fired_time: 0.0596382208, output_fired_time: 0.0000000000, propagate_forward_time: 4.4268302917, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2658662796
validation[          , genome  6627] predictions:    9682/  10000 (96.82%), best:    9748/10000 (97.48%), error:      1007.25616, best error:       865.98633 on epoch:    54, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 52.8902931213s, input_fired_time: 0.5321134329, output_fired_time: 0.3230336607, propagate_forward_time: 22.1688442230, propagate_backward_time: 28.3464698792, weight_update_time: 0.0812003389, other_time: 1.5198345184
epoch time: 4.7552371025s, input_fired_time: 0.0581376590, output_fired_time: 0.0000000000, propagate_forward_time: 4.4338808060, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2632184029
validation[          , genome  6627] predictions:    9685/  10000 (96.85%), best:    9748/10000 (97.48%), error:      1055.82800, best error:       865.98633 on epoch:    54, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 52.7236709595s, input_fired_time: 0.5292888284, output_fired_time: 0.3214047849, propagate_forward_time: 22.1253547668, propagate_backward_time: 28.2404270172, weight_update_time: 0.0795066580, other_time: 1.5071964264
epoch time: 4.8270230293s, input_fired_time: 0.0573960468, output_fired_time: 0.0000000000, propagate_forward_time: 4.4970612526, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2725658417
validation[          , genome  6627] predictions:    9727/  10000 (97.27%), best:    9748/10000 (97.48%), error:       906.81232, best error:       865.98633 on epoch:    54, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 52.7932662964s, input_fired_time: 0.5372959375, output_fired_time: 0.3243421316, propagate_forward_time: 22.1720542908, propagate_backward_time: 28.2228908539, weight_update_time: 0.0816745311, other_time: 1.5366840363
epoch time: 4.7511591911s, input_fired_time: 0.0596238635, output_fired_time: 0.0000000000, propagate_forward_time: 4.4239034653, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2676320076
validation[          , genome  6627] predictions:    9692/  10000 (96.92%), best:    9748/10000 (97.48%), error:       990.16608, best error:       865.98633 on epoch:    54, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 53.0956573486s, input_fired_time: 0.5229002833, output_fired_time: 0.3224122226, propagate_forward_time: 22.2875308990, propagate_backward_time: 28.4686126709, weight_update_time: 0.0787462369, other_time: 1.4942035675
epoch time: 4.7305583954s, input_fired_time: 0.0590280145, output_fired_time: 0.0000000000, propagate_forward_time: 4.4079871178, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2635431290
validation[          , genome  6627] predictions:    9694/  10000 (96.94%), best:    9748/10000 (97.48%), error:      1003.47076, best error:       865.98633 on epoch:    54, 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: 23.9426975250s, input_fired_time: 0.2788524032, output_fired_time: 0.0000000000, propagate_forward_time: 22.2891921997, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3746528625
best training[          , genome  6627] predictions:   49399/  50000 (98.80%), best:    9748/10000 (97.48%), error:      2156.41968, best error:       865.98633 on epoch:    54, 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: 4.7655715942s, input_fired_time: 0.0536474735, output_fired_time: 0.0000000000, propagate_forward_time: 4.4511332512, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2607908249
   testing[          , genome  6627] predictions:    9763/  10000 (97.63%), best:    9748/10000 (97.48%), error:       782.22107, best error:       865.98633 on epoch:    54, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
23:43:00 (14184): called boinc_finish(0)

</stderr_txt>
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