Nameexact_genome_1512568488_44_7063_0
Workunit2606671
Created7 Dec 2017, 23:40:41 UTC
Sent7 Dec 2017, 23:49:35 UTC
Report deadline13 Dec 2017, 12:49:05 UTC
Received8 Dec 2017, 8:49:31 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID67174
Run time1 hours 33 min 50 sec
CPU time1 hours 33 min 50 sec
Validate stateValid
Credit1,385.33
Device peak FLOPS3.98 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size151.20 MB
Peak swap size152.86 MB
Peak disk usage1.11 MB

Stderr output

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

epoch time: 51.6910591125s, input_fired_time: 0.8049042225, output_fired_time: 0.5305563211, propagate_forward_time: 19.3077907562, propagate_backward_time: 29.2358264923, weight_update_time: 0.0720812380, other_time: 1.8119812012
epoch time: 4.2270646095s, input_fired_time: 0.0855211243, output_fired_time: 0.0000000000, propagate_forward_time: 3.8293063641, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3122370243
validation[          , genome  7063] predictions:    9664/  10000 (96.64%), best:    9677/10000 (96.77%), error:      1123.99304, best error:      1068.32153 on epoch:    12, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 51.1638565063s, input_fired_time: 0.7962802649, output_fired_time: 0.5244798064, propagate_forward_time: 19.1008682251, propagate_backward_time: 28.9799365997, weight_update_time: 0.0708396733, other_time: 1.7622928619
epoch time: 4.1566157341s, input_fired_time: 0.0803088695, output_fired_time: 0.0000000000, propagate_forward_time: 3.7836999893, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2926068306
validation[          , genome  7063] predictions:    9684/  10000 (96.84%), best:    9684/10000 (96.84%), error:      1068.13428, best error:      1068.13428 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 50.9843597412s, input_fired_time: 0.7910664082, output_fired_time: 0.5191048980, propagate_forward_time: 19.0317840576, propagate_backward_time: 28.8989658356, weight_update_time: 0.0703859851, other_time: 1.7434406281
epoch time: 4.1549849510s, input_fired_time: 0.0797159746, output_fired_time: 0.0000000000, propagate_forward_time: 3.7834160328, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2918527126
validation[          , genome  7063] predictions:    9634/  10000 (96.34%), best:    9684/10000 (96.84%), error:      1250.31433, best error:      1068.13428 on epoch:    15, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 50.7190895081s, input_fired_time: 0.7893644571, output_fired_time: 0.5171384215, propagate_forward_time: 18.9378147125, propagate_backward_time: 28.7370491028, weight_update_time: 0.0698654503, other_time: 1.7377223969
epoch time: 4.1558189392s, input_fired_time: 0.0802098811, output_fired_time: 0.0000000000, propagate_forward_time: 3.7840535641, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2915556431
validation[          , genome  7063] predictions:    9646/  10000 (96.46%), best:    9684/10000 (96.84%), error:      1171.70752, best error:      1068.13428 on epoch:    15, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 51.8089065552s, input_fired_time: 0.7972360253, output_fired_time: 0.5330367088, propagate_forward_time: 19.3761291504, propagate_backward_time: 29.3588085175, weight_update_time: 0.0703212321, other_time: 1.7436962128
epoch time: 4.2719211578s, input_fired_time: 0.0826539472, output_fired_time: 0.0000000000, propagate_forward_time: 3.8914349079, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2978322506
validation[          , genome  7063] predictions:    9657/  10000 (96.57%), best:    9684/10000 (96.84%), error:      1154.63379, best error:      1068.13428 on epoch:    15, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 51.5720863342s, input_fired_time: 0.7965513468, output_fired_time: 0.5326943994, propagate_forward_time: 19.2958068848, propagate_backward_time: 29.2231025696, weight_update_time: 0.0700252205, other_time: 1.7239303589
epoch time: 4.1574926376s, input_fired_time: 0.0795592889, output_fired_time: 0.0000000000, propagate_forward_time: 3.7830283642, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2949049473
validation[          , genome  7063] predictions:    9661/  10000 (96.61%), best:    9684/10000 (96.84%), error:      1098.56030, best error:      1068.13428 on epoch:    15, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 51.5602226257s, input_fired_time: 0.7999264598, output_fired_time: 0.5310086608, propagate_forward_time: 19.2767734528, propagate_backward_time: 29.1719474792, weight_update_time: 0.0703671947, other_time: 1.7805652618
epoch time: 4.5656142235s, input_fired_time: 0.0860938355, output_fired_time: 0.0000000000, propagate_forward_time: 4.1593899727, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3201303482
validation[          , genome  7063] predictions:    9656/  10000 (96.56%), best:    9684/10000 (96.84%), error:      1124.25781, best error:      1068.13428 on epoch:    15, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 51.4160575867s, input_fired_time: 0.7970623970, output_fired_time: 0.5228792429, propagate_forward_time: 19.2131271362, propagate_backward_time: 29.0955753326, weight_update_time: 0.0705706328, other_time: 1.7874126434
epoch time: 4.4855036736s, input_fired_time: 0.0872305632, output_fired_time: 0.0000000000, propagate_forward_time: 4.0773887634, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3208842278
validation[          , genome  7063] predictions:    9704/  10000 (97.04%), best:    9704/10000 (97.04%), error:       980.88165, best error:       980.88165 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 51.2191696167s, input_fired_time: 0.7972230911, output_fired_time: 0.5273849368, propagate_forward_time: 19.1357879639, propagate_backward_time: 28.9644508362, weight_update_time: 0.0698756501, other_time: 1.7943229675
epoch time: 4.2525215149s, input_fired_time: 0.0820856765, output_fired_time: 0.0000000000, propagate_forward_time: 3.8611783981, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3092575073
validation[          , genome  7063] predictions:    9708/  10000 (97.08%), best:    9704/10000 (97.04%), error:       989.61652, best error:       980.88165 on epoch:    21, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 52.0362625122s, input_fired_time: 0.8079401851, output_fired_time: 0.5337944627, propagate_forward_time: 19.4770717621, propagate_backward_time: 29.4245719910, weight_update_time: 0.0706966594, other_time: 1.7928829193
epoch time: 4.1610884666s, input_fired_time: 0.0801045001, output_fired_time: 0.0000000000, propagate_forward_time: 3.7837743759, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2972097397
validation[          , genome  7063] predictions:    9678/  10000 (96.78%), best:    9704/10000 (97.04%), error:      1065.31067, best error:       980.88165 on epoch:    21, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 52.2415122986s, input_fired_time: 0.8070386648, output_fired_time: 0.5316377282, propagate_forward_time: 19.5647220612, propagate_backward_time: 29.5696239471, weight_update_time: 0.0712714121, other_time: 1.7684898376
epoch time: 4.1538162231s, input_fired_time: 0.0811877176, output_fired_time: 0.0000000000, propagate_forward_time: 3.7825710773, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2900574207
validation[          , genome  7063] predictions:    9690/  10000 (96.90%), best:    9704/10000 (97.04%), error:      1069.53906, best error:       980.88165 on epoch:    21, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 51.6481781006s, input_fired_time: 0.8012463450, output_fired_time: 0.5254926682, propagate_forward_time: 19.3343582153, propagate_backward_time: 29.2433719635, weight_update_time: 0.0703552440, other_time: 1.7437076569
epoch time: 4.1552586555s, input_fired_time: 0.0788014904, output_fired_time: 0.0000000000, propagate_forward_time: 3.7833271027, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2931299210
validation[          , genome  7063] predictions:    9624/  10000 (96.24%), best:    9704/10000 (97.04%), error:      1224.68665, best error:       980.88165 on epoch:    21, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 50.7326087952s, input_fired_time: 0.7923790216, output_fired_time: 0.5183184147, propagate_forward_time: 18.9591865540, propagate_backward_time: 28.7521343231, weight_update_time: 0.0696566328, other_time: 1.7105922699
epoch time: 4.1614294052s, input_fired_time: 0.0805195794, output_fired_time: 0.0000000000, propagate_forward_time: 3.7883720398, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2925376892
validation[          , genome  7063] predictions:    9682/  10000 (96.82%), best:    9704/10000 (97.04%), error:      1059.58154, best error:       980.88165 on epoch:    21, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 50.6669464111s, input_fired_time: 0.7901532650, output_fired_time: 0.5169857144, propagate_forward_time: 18.9390602112, propagate_backward_time: 28.7192459106, weight_update_time: 0.0699269474, other_time: 1.7014999390
epoch time: 4.1514959335s, input_fired_time: 0.0801232085, output_fired_time: 0.0000000000, propagate_forward_time: 3.7821443081, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2892282009
validation[          , genome  7063] predictions:    9679/  10000 (96.79%), best:    9704/10000 (97.04%), error:      1035.51477, best error:       980.88165 on epoch:    21, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 50.5695953369s, input_fired_time: 0.7895474434, output_fired_time: 0.5154228806, propagate_forward_time: 18.9084548950, propagate_backward_time: 28.6678657532, weight_update_time: 0.0690406337, other_time: 1.6883049011
epoch time: 4.1638097763s, input_fired_time: 0.0818683207, output_fired_time: 0.0000000000, propagate_forward_time: 3.7889268398, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2930147648
validation[          , genome  7063] predictions:    9662/  10000 (96.62%), best:    9704/10000 (97.04%), error:      1140.87830, best error:       980.88165 on epoch:    21, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 51.5374221802s, input_fired_time: 0.7996329069, output_fired_time: 0.5245431066, propagate_forward_time: 19.2844619751, propagate_backward_time: 29.2084674835, weight_update_time: 0.0702126995, other_time: 1.7203159332
epoch time: 4.1538066864s, input_fired_time: 0.0803582370, output_fired_time: 0.0000000000, propagate_forward_time: 3.7829468250, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2905018330
validation[          , genome  7063] predictions:    9719/  10000 (97.19%), best:    9719/10000 (97.19%), error:       942.63177, best error:       942.63177 on epoch:    29, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 52.7509422302s, input_fired_time: 0.8105151057, output_fired_time: 0.5336571336, propagate_forward_time: 19.7847843170, propagate_backward_time: 29.8845005035, weight_update_time: 0.0711055323, other_time: 1.7374839783
epoch time: 4.1585073471s, input_fired_time: 0.0796107501, output_fired_time: 0.0000000000, propagate_forward_time: 3.7907919884, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2881045341
validation[          , genome  7063] predictions:    9717/  10000 (97.17%), best:    9719/10000 (97.19%), error:       962.38495, best error:       942.63177 on epoch:    29, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 51.0867271423s, input_fired_time: 0.7981675267, output_fired_time: 0.5208635926, propagate_forward_time: 19.0856246948, propagate_backward_time: 28.9513835907, weight_update_time: 0.0697990432, other_time: 1.7306880951
epoch time: 4.2012586594s, input_fired_time: 0.0812166780, output_fired_time: 0.0000000000, propagate_forward_time: 3.8207535744, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2992882729
validation[          , genome  7063] predictions:    9690/  10000 (96.90%), best:    9719/10000 (97.19%), error:       999.53790, best error:       942.63177 on epoch:    29, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 52.0103797913s, input_fired_time: 0.8088380098, output_fired_time: 0.5297898054, propagate_forward_time: 19.4716472626, propagate_backward_time: 29.4153404236, weight_update_time: 0.0707358047, other_time: 1.7847652435
epoch time: 4.1778264046s, input_fired_time: 0.0823876411, output_fired_time: 0.0000000000, propagate_forward_time: 3.7932946682, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3021442890
validation[          , genome  7063] predictions:    9709/  10000 (97.09%), best:    9719/10000 (97.19%), error:       994.43170, best error:       942.63177 on epoch:    29, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 52.3840599060s, input_fired_time: 0.8139322996, output_fired_time: 0.5333780050, propagate_forward_time: 19.6222667694, propagate_backward_time: 29.6252212524, weight_update_time: 0.0706610903, other_time: 1.7892627716
epoch time: 4.3713698387s, input_fired_time: 0.0929286331, output_fired_time: 0.0000000000, propagate_forward_time: 3.9661066532, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3123347759
validation[          , genome  7063] predictions:    9683/  10000 (96.83%), best:    9719/10000 (97.19%), error:      1001.32666, best error:       942.63177 on epoch:    29, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 52.5227355957s, input_fired_time: 0.8148169518, output_fired_time: 0.5332282782, propagate_forward_time: 19.6627254486, propagate_backward_time: 29.6996898651, weight_update_time: 0.0712709203, other_time: 1.8122749329
epoch time: 4.2417712212s, input_fired_time: 0.0826532692, output_fired_time: 0.0000000000, propagate_forward_time: 3.8555405140, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3035776615
validation[          , genome  7063] predictions:    9703/  10000 (97.03%), best:    9719/10000 (97.19%), error:       987.81348, best error:       942.63177 on epoch:    29, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 51.8145370483s, input_fired_time: 0.7952904701, output_fired_time: 0.5318328142, propagate_forward_time: 19.4204845428, propagate_backward_time: 29.4257011414, weight_update_time: 0.0659227446, other_time: 1.6412258148
epoch time: 4.2196655273s, input_fired_time: 0.0821100250, output_fired_time: 0.0000000000, propagate_forward_time: 3.8499021530, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2876534462
validation[          , genome  7063] predictions:    9702/  10000 (97.02%), best:    9719/10000 (97.19%), error:       981.11163, best error:       942.63177 on epoch:    29, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 51.9613952637s, input_fired_time: 0.7978512049, output_fired_time: 0.5381556749, propagate_forward_time: 19.4981460571, propagate_backward_time: 29.5061454773, weight_update_time: 0.0650692880, other_time: 1.6210975647
epoch time: 4.2987022400s, input_fired_time: 0.0825525150, output_fired_time: 0.0000000000, propagate_forward_time: 3.9235744476, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2925753593
validation[          , genome  7063] predictions:    9706/  10000 (97.06%), best:    9719/10000 (97.19%), error:       952.95148, best error:       942.63177 on epoch:    29, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 50.7079200745s, input_fired_time: 0.7858990431, output_fired_time: 0.5241295099, propagate_forward_time: 19.0145530701, propagate_backward_time: 28.8129310608, weight_update_time: 0.0635947511, other_time: 1.5704078674
epoch time: 4.1535816193s, input_fired_time: 0.0893324465, output_fired_time: 0.0000000000, propagate_forward_time: 3.7824461460, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2818028927
validation[          , genome  7063] predictions:    9639/  10000 (96.39%), best:    9719/10000 (97.19%), error:      1177.20215, best error:       942.63177 on epoch:    29, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 50.7182044983s, input_fired_time: 0.7880602479, output_fired_time: 0.5330970883, propagate_forward_time: 19.0280227661, propagate_backward_time: 28.7937393188, weight_update_time: 0.0634333491, other_time: 1.5752868652
epoch time: 4.1442675591s, input_fired_time: 0.0791067481, output_fired_time: 0.0000000000, propagate_forward_time: 3.7829711437, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2821896076
validation[          , genome  7063] predictions:    9650/  10000 (96.50%), best:    9719/10000 (97.19%), error:      1166.72583, best error:       942.63177 on epoch:    29, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 50.5886154175s, input_fired_time: 0.7847370505, output_fired_time: 0.5223132968, propagate_forward_time: 18.9475536346, propagate_backward_time: 28.7614135742, weight_update_time: 0.0631935224, other_time: 1.5725994110
epoch time: 4.1460886002s, input_fired_time: 0.0808174089, output_fired_time: 0.0000000000, propagate_forward_time: 3.7830348015, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2822365761
validation[          , genome  7063] predictions:    9699/  10000 (96.99%), best:    9719/10000 (97.19%), error:       997.83765, best error:       942.63177 on epoch:    29, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 51.2962875366s, input_fired_time: 0.8010117412, output_fired_time: 0.5231946707, propagate_forward_time: 19.1930465698, propagate_backward_time: 29.0813484192, weight_update_time: 0.0677357092, other_time: 1.6976890564
epoch time: 4.1887187958s, input_fired_time: 0.0804293677, output_fired_time: 0.0000000000, propagate_forward_time: 3.8196113110, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2886779308
validation[          , genome  7063] predictions:    9698/  10000 (96.98%), best:    9719/10000 (97.19%), error:       954.59900, best error:       942.63177 on epoch:    29, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 51.1336402893s, input_fired_time: 0.7961276770, output_fired_time: 0.5219514966, propagate_forward_time: 19.1913604736, propagate_backward_time: 29.0047740936, weight_update_time: 0.0643283948, other_time: 1.6194286346
epoch time: 4.3369765282s, input_fired_time: 0.0851136446, output_fired_time: 0.0000000000, propagate_forward_time: 3.9531207085, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2987422943
validation[          , genome  7063] predictions:    9700/  10000 (97.00%), best:    9719/10000 (97.19%), error:      1001.11084, best error:       942.63177 on epoch:    29, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 51.9079933167s, input_fired_time: 0.8037033677, output_fired_time: 0.5296929479, propagate_forward_time: 19.4459190369, propagate_backward_time: 29.4844951630, weight_update_time: 0.0650130659, other_time: 1.6441822052
epoch time: 4.3404326439s, input_fired_time: 0.0828535557, output_fired_time: 0.0000000000, propagate_forward_time: 3.9582324028, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2993464470
validation[          , genome  7063] predictions:    9722/  10000 (97.22%), best:    9722/10000 (97.22%), error:       921.68616, best error:       921.68616 on epoch:    42, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 51.8080825806s, input_fired_time: 0.8018912077, output_fired_time: 0.5331238508, propagate_forward_time: 19.4098815918, propagate_backward_time: 29.4272422791, weight_update_time: 0.0649587438, other_time: 1.6359443665
epoch time: 4.1662316322s, input_fired_time: 0.0853859782, output_fired_time: 0.0000000000, propagate_forward_time: 3.7926743031, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2881715298
validation[          , genome  7063] predictions:    9732/  10000 (97.32%), best:    9732/10000 (97.32%), error:       909.49915, best error:       909.49915 on epoch:    43, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 51.6836090088s, input_fired_time: 0.8047529459, output_fired_time: 0.5266892314, propagate_forward_time: 19.3687305450, propagate_backward_time: 29.3459739685, weight_update_time: 0.0653342232, other_time: 1.6374645233
epoch time: 4.1543641090s, input_fired_time: 0.0801171884, output_fired_time: 0.0000000000, propagate_forward_time: 3.7897295952, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2845172882
validation[          , genome  7063] predictions:    9673/  10000 (96.73%), best:    9732/10000 (97.32%), error:      1103.56494, best error:       909.49915 on epoch:    43, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 51.1376953125s, input_fired_time: 0.8007295728, output_fired_time: 0.5241016746, propagate_forward_time: 19.1508674622, propagate_backward_time: 29.0521678925, weight_update_time: 0.0639587045, other_time: 1.6098308563
epoch time: 4.1569824219s, input_fired_time: 0.0821129233, output_fired_time: 0.0000000000, propagate_forward_time: 3.7895202637, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2853493690
validation[          , genome  7063] predictions:    9745/  10000 (97.45%), best:    9745/10000 (97.45%), error:       855.60876, best error:       855.60876 on epoch:    45, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 51.9328117371s, input_fired_time: 0.8070934415, output_fired_time: 0.5319641829, propagate_forward_time: 19.4604244232, propagate_backward_time: 29.5014705658, weight_update_time: 0.0652275681, other_time: 1.6318588257
epoch time: 4.1584625244s, input_fired_time: 0.0818298459, output_fired_time: 0.0000000000, propagate_forward_time: 3.7866573334, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2899751663
validation[          , genome  7063] predictions:    9683/  10000 (96.83%), best:    9745/10000 (97.45%), error:      1035.38635, best error:       855.60876 on epoch:    45, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 50.6113052368s, input_fired_time: 0.8039180636, output_fired_time: 0.5152088404, propagate_forward_time: 18.9389095306, propagate_backward_time: 28.6905174255, weight_update_time: 0.0675362647, other_time: 1.6627521515
epoch time: 4.1579165459s, input_fired_time: 0.0837919712, output_fired_time: 0.0000000000, propagate_forward_time: 3.7848219872, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2893023491
validation[          , genome  7063] predictions:    9712/  10000 (97.12%), best:    9745/10000 (97.45%), error:       982.41461, best error:       855.60876 on epoch:    45, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 50.9184951782s, input_fired_time: 0.8088007569, output_fired_time: 0.5211291313, propagate_forward_time: 19.0415687561, propagate_backward_time: 28.8453521729, weight_update_time: 0.0683498532, other_time: 1.7016448975
epoch time: 4.2238559723s, input_fired_time: 0.0847978070, output_fired_time: 0.0000000000, propagate_forward_time: 3.8413894176, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2976686954
validation[          , genome  7063] predictions:    9691/  10000 (96.91%), best:    9745/10000 (97.45%), error:       976.09937, best error:       855.60876 on epoch:    45, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 50.7180519104s, input_fired_time: 0.8068369031, output_fired_time: 0.5172727704, propagate_forward_time: 18.9599742889, propagate_backward_time: 28.7466983795, weight_update_time: 0.0680734366, other_time: 1.6872711182
epoch time: 4.1755409241s, input_fired_time: 0.0864131600, output_fired_time: 0.0000000000, propagate_forward_time: 3.7946763039, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2944512367
validation[          , genome  7063] predictions:    9722/  10000 (97.22%), best:    9745/10000 (97.45%), error:       895.18677, best error:       855.60876 on epoch:    45, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 50.7155647278s, input_fired_time: 0.8052517772, output_fired_time: 0.5160762072, propagate_forward_time: 18.9593563080, propagate_backward_time: 28.7523632050, weight_update_time: 0.0680444166, other_time: 1.6825180054
epoch time: 4.1700725555s, input_fired_time: 0.0845249742, output_fired_time: 0.0000000000, propagate_forward_time: 3.7928802967, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2926671505
validation[          , genome  7063] predictions:    9735/  10000 (97.35%), best:    9745/10000 (97.45%), error:       889.45007, best error:       855.60876 on epoch:    45, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 50.8328857422s, input_fired_time: 0.8122910857, output_fired_time: 0.5208482742, propagate_forward_time: 19.0148372650, propagate_backward_time: 28.7954444885, weight_update_time: 0.0682104453, other_time: 1.6894664764
epoch time: 4.1611042023s, input_fired_time: 0.0843976513, output_fired_time: 0.0000000000, propagate_forward_time: 3.7863347530, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2903716564
validation[          , genome  7063] predictions:    9743/  10000 (97.43%), best:    9745/10000 (97.45%), error:       896.15588, best error:       855.60876 on epoch:    45, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 51.0869560242s, input_fired_time: 0.8148699999, output_fired_time: 0.5199902058, propagate_forward_time: 19.1574382782, propagate_backward_time: 28.9014472961, weight_update_time: 0.0678887069, other_time: 1.6932125092
epoch time: 4.1729402542s, input_fired_time: 0.0826822370, output_fired_time: 0.0000000000, propagate_forward_time: 3.8021728992, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2880852222
validation[          , genome  7063] predictions:    9635/  10000 (96.35%), best:    9745/10000 (97.45%), error:      1170.89673, best error:       855.60876 on epoch:    45, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 50.8395385742s, input_fired_time: 0.8095884323, output_fired_time: 0.5173546076, propagate_forward_time: 19.0328807831, propagate_backward_time: 28.7963943481, weight_update_time: 0.0679969564, other_time: 1.6833209991
epoch time: 4.1590504646s, input_fired_time: 0.0841683000, output_fired_time: 0.0000000000, propagate_forward_time: 3.7866773605, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2882046700
validation[          , genome  7063] predictions:    9726/  10000 (97.26%), best:    9745/10000 (97.45%), error:       946.28113, best error:       855.60876 on epoch:    45, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 51.1259346008s, input_fired_time: 0.8134861588, output_fired_time: 0.5220043659, propagate_forward_time: 19.1295413971, propagate_backward_time: 28.9686641693, weight_update_time: 0.0689895153, other_time: 1.6922378540
epoch time: 4.1640520096s, input_fired_time: 0.0840127617, output_fired_time: 0.0000000000, propagate_forward_time: 3.7886631489, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2913758755
validation[          , genome  7063] predictions:    9731/  10000 (97.31%), best:    9745/10000 (97.45%), error:       912.35199, best error:       855.60876 on epoch:    45, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 51.5864791870s, input_fired_time: 0.8203010559, output_fired_time: 0.5248466134, propagate_forward_time: 19.3304748535, propagate_backward_time: 29.1991920471, weight_update_time: 0.0687912852, other_time: 1.7116661072
epoch time: 4.1784591675s, input_fired_time: 0.0876174197, output_fired_time: 0.0000000000, propagate_forward_time: 3.7926144600, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2982273102
validation[          , genome  7063] predictions:    9749/  10000 (97.49%), best:    9745/10000 (97.45%), error:       876.17993, best error:       855.60876 on epoch:    45, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 50.8514213562s, input_fired_time: 0.8127992749, output_fired_time: 0.5181548595, propagate_forward_time: 19.0141143799, propagate_backward_time: 28.8280525208, weight_update_time: 0.0680714324, other_time: 1.6783027649
epoch time: 4.1644725800s, input_fired_time: 0.0865994394, output_fired_time: 0.0000000000, propagate_forward_time: 3.7876684666, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2902047634
validation[          , genome  7063] predictions:    9737/  10000 (97.37%), best:    9745/10000 (97.45%), error:       883.38641, best error:       855.60876 on epoch:    45, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 51.6834220886s, input_fired_time: 0.8225859404, output_fired_time: 0.5242756009, propagate_forward_time: 19.3569412231, propagate_backward_time: 29.2857627869, weight_update_time: 0.0685474798, other_time: 1.6938552856
epoch time: 4.1656756401s, input_fired_time: 0.0862342268, output_fired_time: 0.0000000000, propagate_forward_time: 3.7886486053, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2907929420
validation[          , genome  7063] predictions:    9722/  10000 (97.22%), best:    9745/10000 (97.45%), error:       934.39716, best error:       855.60876 on epoch:    45, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 50.6520233154s, input_fired_time: 0.8114156723, output_fired_time: 0.5163290501, propagate_forward_time: 18.9402809143, propagate_backward_time: 28.7173290253, weight_update_time: 0.0675731972, other_time: 1.6666660309
epoch time: 4.1617937088s, input_fired_time: 0.0841763094, output_fired_time: 0.0000000000, propagate_forward_time: 3.7880053520, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2896118164
validation[          , genome  7063] predictions:    9697/  10000 (96.97%), best:    9745/10000 (97.45%), error:       983.54169, best error:       855.60876 on epoch:    45, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 50.9081039429s, input_fired_time: 0.8141825795, output_fired_time: 0.5214794874, propagate_forward_time: 19.0099506378, propagate_backward_time: 28.8739910126, weight_update_time: 0.0677381009, other_time: 1.6884994507
epoch time: 4.1611237526s, input_fired_time: 0.0828617364, output_fired_time: 0.0000000000, propagate_forward_time: 3.7878761292, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2903857231
validation[          , genome  7063] predictions:    9691/  10000 (96.91%), best:    9745/10000 (97.45%), error:      1002.15540, best error:       855.60876 on epoch:    45, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 52.1463012695s, input_fired_time: 0.8254995942, output_fired_time: 0.5313301086, propagate_forward_time: 19.5364685059, propagate_backward_time: 29.5232143402, weight_update_time: 0.0690520480, other_time: 1.7297878265
epoch time: 4.1758441925s, input_fired_time: 0.0849163160, output_fired_time: 0.0000000000, propagate_forward_time: 3.7995915413, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2913365364
validation[          , genome  7063] predictions:    9724/  10000 (97.24%), best:    9745/10000 (97.45%), error:       920.26508, best error:       855.60876 on epoch:    45, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 50.7306594849s, input_fired_time: 0.8148694038, output_fired_time: 0.5171697736, propagate_forward_time: 18.9709529877, propagate_backward_time: 28.7565746307, weight_update_time: 0.0677157938, other_time: 1.6710929871
epoch time: 4.2009530067s, input_fired_time: 0.0880902261, output_fired_time: 0.0000000000, propagate_forward_time: 3.8124172688, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3004453182
validation[          , genome  7063] predictions:    9730/  10000 (97.30%), best:    9745/10000 (97.45%), error:       905.88483, best error:       855.60876 on epoch:    45, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 50.6479377747s, input_fired_time: 0.8144550323, output_fired_time: 0.5167976022, propagate_forward_time: 18.9411582947, propagate_backward_time: 28.7053089142, weight_update_time: 0.0678412467, other_time: 1.6702175140
epoch time: 4.1610717773s, input_fired_time: 0.0838797167, output_fired_time: 0.0000000000, propagate_forward_time: 3.7874150276, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2897768021
validation[          , genome  7063] predictions:    9721/  10000 (97.21%), best:    9745/10000 (97.45%), error:       927.54211, best error:       855.60876 on epoch:    45, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 50.6973533630s, input_fired_time: 0.8168624640, output_fired_time: 0.5170053840, propagate_forward_time: 18.9659786224, propagate_backward_time: 28.7150363922, weight_update_time: 0.0678492785, other_time: 1.6824684143
epoch time: 4.1630382538s, input_fired_time: 0.0851280466, output_fired_time: 0.0000000000, propagate_forward_time: 3.7886078358, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2893025875
validation[          , genome  7063] predictions:    9721/  10000 (97.21%), best:    9745/10000 (97.45%), error:       957.44128, best error:       855.60876 on epoch:    45, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 50.8078689575s, input_fired_time: 0.8158232570, output_fired_time: 0.5194477439, propagate_forward_time: 18.9783706665, propagate_backward_time: 28.7993774414, weight_update_time: 0.0674514621, other_time: 1.6948509216
epoch time: 4.1661510468s, input_fired_time: 0.0853990540, output_fired_time: 0.0000000000, propagate_forward_time: 3.7892501354, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2915017605
validation[          , genome  7063] predictions:    9720/  10000 (97.20%), best:    9745/10000 (97.45%), error:       921.69958, best error:       855.60876 on epoch:    45, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 50.7202110291s, input_fired_time: 0.8182325363, output_fired_time: 0.5178011656, propagate_forward_time: 18.9583320618, propagate_backward_time: 28.7267074585, weight_update_time: 0.0679169968, other_time: 1.6991386414
epoch time: 4.3350262642s, input_fired_time: 0.0893874019, output_fired_time: 0.0000000000, propagate_forward_time: 3.9445109367, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3011279106
validation[          , genome  7063] predictions:    9713/  10000 (97.13%), best:    9745/10000 (97.45%), error:       971.19269, best error:       855.60876 on epoch:    45, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 51.5925750732s, input_fired_time: 0.8263526559, output_fired_time: 0.5255577564, propagate_forward_time: 19.3122367859, propagate_backward_time: 29.2162418365, weight_update_time: 0.0687808767, other_time: 1.7121868134
epoch time: 4.1650590897s, input_fired_time: 0.0858829841, output_fired_time: 0.0000000000, propagate_forward_time: 3.7892012596, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2899746895
validation[          , genome  7063] predictions:    9736/  10000 (97.36%), best:    9745/10000 (97.45%), error:       893.12488, best error:       855.60876 on epoch:    45, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 50.9908256531s, input_fired_time: 0.8174031377, output_fired_time: 0.5187951922, propagate_forward_time: 19.0791072845, propagate_backward_time: 28.8868827820, weight_update_time: 0.0681615546, other_time: 1.6886386871
epoch time: 4.1717271805s, input_fired_time: 0.0882377774, output_fired_time: 0.0000000000, propagate_forward_time: 3.7900314331, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2934579849
validation[          , genome  7063] predictions:    9726/  10000 (97.26%), best:    9745/10000 (97.45%), error:       921.65411, best error:       855.60876 on epoch:    45, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 51.2657394409s, input_fired_time: 0.8210029006, output_fired_time: 0.5214875937, propagate_forward_time: 19.2027740479, propagate_backward_time: 29.0373554230, weight_update_time: 0.0685465112, other_time: 1.6831188202
epoch time: 4.5713510513s, input_fired_time: 0.0927263498, output_fired_time: 0.0000000000, propagate_forward_time: 4.1675291061, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3110957146
validation[          , genome  7063] predictions:    9713/  10000 (97.13%), best:    9745/10000 (97.45%), error:       972.63702, best error:       855.60876 on epoch:    45, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 50.6386604309s, input_fired_time: 0.8173627853, output_fired_time: 0.5147327781, propagate_forward_time: 18.9411067963, propagate_backward_time: 28.7019195557, weight_update_time: 0.0674361661, other_time: 1.6635379791
epoch time: 4.1618251801s, input_fired_time: 0.0856425911, output_fired_time: 0.0000000000, propagate_forward_time: 3.7881672382, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2880151272
validation[          , genome  7063] predictions:    9706/  10000 (97.06%), best:    9745/10000 (97.45%), error:       948.06451, best error:       855.60876 on epoch:    45, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 50.6022720337s, input_fired_time: 0.8151673079, output_fired_time: 0.5146647096, propagate_forward_time: 18.9364395142, propagate_backward_time: 28.6813430786, weight_update_time: 0.0672954917, other_time: 1.6546592712
epoch time: 4.1600437164s, input_fired_time: 0.0862158686, output_fired_time: 0.0000000000, propagate_forward_time: 3.7862405777, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2875871658
validation[          , genome  7063] predictions:    9717/  10000 (97.17%), best:    9745/10000 (97.45%), error:       939.38812, best error:       855.60876 on epoch:    45, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 50.5571517944s, input_fired_time: 0.8139690757, output_fired_time: 0.5140578747, propagate_forward_time: 18.9197235107, propagate_backward_time: 28.6650123596, weight_update_time: 0.0673438609, other_time: 1.6443901062
epoch time: 4.1598725319s, input_fired_time: 0.0871334374, output_fired_time: 0.0000000000, propagate_forward_time: 3.7852957249, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2874433994
validation[          , genome  7063] predictions:    9724/  10000 (97.24%), best:    9745/10000 (97.45%), error:       898.81073, best error:       855.60876 on epoch:    45, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 50.7775497437s, input_fired_time: 0.8184763193, output_fired_time: 0.5156823397, propagate_forward_time: 19.0009918213, propagate_backward_time: 28.7760124207, weight_update_time: 0.0670707971, other_time: 1.6663856506
epoch time: 4.1587243080s, input_fired_time: 0.0856891721, output_fired_time: 0.0000000000, propagate_forward_time: 3.7847223282, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2883129120
validation[          , genome  7063] predictions:    9696/  10000 (96.96%), best:    9745/10000 (97.45%), error:       991.35425, best error:       855.60876 on epoch:    45, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 50.8265113831s, input_fired_time: 0.8181386590, output_fired_time: 0.5160522461, propagate_forward_time: 19.0265274048, propagate_backward_time: 28.7944984436, weight_update_time: 0.0678734034, other_time: 1.6712951660
epoch time: 4.1635179520s, input_fired_time: 0.0884848684, output_fired_time: 0.0000000000, propagate_forward_time: 3.7862565517, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2887766361
validation[          , genome  7063] predictions:    9702/  10000 (97.02%), best:    9745/10000 (97.45%), error:      1029.37109, best error:       855.60876 on epoch:    45, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 50.5927352905s, input_fired_time: 0.8173888326, output_fired_time: 0.5133643150, propagate_forward_time: 18.9264354706, propagate_backward_time: 28.6814346313, weight_update_time: 0.0679700226, other_time: 1.6541118622
epoch time: 4.1796631813s, input_fired_time: 0.0864376649, output_fired_time: 0.0000000000, propagate_forward_time: 3.8004086018, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2928168774
validation[          , genome  7063] predictions:    9679/  10000 (96.79%), best:    9745/10000 (97.45%), error:      1064.88916, best error:       855.60876 on epoch:    45, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 50.7041893005s, input_fired_time: 0.8191266656, output_fired_time: 0.5155185461, propagate_forward_time: 18.9640235901, propagate_backward_time: 28.7402572632, weight_update_time: 0.0679725856, other_time: 1.6652641296
epoch time: 4.1614470482s, input_fired_time: 0.0872341320, output_fired_time: 0.0000000000, propagate_forward_time: 3.7861533165, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2880597115
validation[          , genome  7063] predictions:    9730/  10000 (97.30%), best:    9745/10000 (97.45%), error:       892.22412, best error:       855.60876 on epoch:    45, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 50.7090721130s, input_fired_time: 0.8209201694, output_fired_time: 0.5150194764, propagate_forward_time: 18.9669284821, propagate_backward_time: 28.7415256500, weight_update_time: 0.0679709837, other_time: 1.6646804810
epoch time: 4.1611442566s, input_fired_time: 0.0884219408, output_fired_time: 0.0000000000, propagate_forward_time: 3.7858195305, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2869029045
validation[          , genome  7063] predictions:    9661/  10000 (96.61%), best:    9745/10000 (97.45%), error:      1084.59338, best error:       855.60876 on epoch:    45, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 50.9050064087s, input_fired_time: 0.8215696812, output_fired_time: 0.5171239972, propagate_forward_time: 19.0549488068, propagate_backward_time: 28.8400249481, weight_update_time: 0.0680558234, other_time: 1.6713371277
epoch time: 4.1612787247s, input_fired_time: 0.0848269835, output_fired_time: 0.0000000000, propagate_forward_time: 3.7885129452, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2879388332
validation[          , genome  7063] predictions:    9695/  10000 (96.95%), best:    9745/10000 (97.45%), error:       927.58264, best error:       855.60876 on epoch:    45, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 51.0644645691s, input_fired_time: 0.8196744323, output_fired_time: 0.5177757144, propagate_forward_time: 19.1256160736, propagate_backward_time: 28.9357738495, weight_update_time: 0.0678527653, other_time: 1.6656227112
epoch time: 4.1608228683s, input_fired_time: 0.0871457532, output_fired_time: 0.0000000000, propagate_forward_time: 3.7853360176, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2883410454
validation[          , genome  7063] predictions:    9675/  10000 (96.75%), best:    9745/10000 (97.45%), error:      1027.20361, best error:       855.60876 on epoch:    45, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 50.6502151489s, input_fired_time: 0.8222558498, output_fired_time: 0.5153302550, propagate_forward_time: 18.9445381165, propagate_backward_time: 28.6948509216, weight_update_time: 0.0680649728, other_time: 1.6732406616
epoch time: 4.1632361412s, input_fired_time: 0.0875377879, output_fired_time: 0.0000000000, propagate_forward_time: 3.7861516476, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2895467281
validation[          , genome  7063] predictions:    9726/  10000 (97.26%), best:    9745/10000 (97.45%), error:       893.99005, best error:       855.60876 on epoch:    45, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 50.6339797974s, input_fired_time: 0.8186139464, output_fired_time: 0.5161589384, propagate_forward_time: 18.9308223724, propagate_backward_time: 28.6933612823, weight_update_time: 0.0680341050, other_time: 1.6750221252
epoch time: 4.1633787155s, input_fired_time: 0.0873811916, output_fired_time: 0.0000000000, propagate_forward_time: 3.7863700390, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2896273136
validation[          , genome  7063] predictions:    9730/  10000 (97.30%), best:    9745/10000 (97.45%), error:       894.84442, best error:       855.60876 on epoch:    45, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 50.8901824951s, input_fired_time: 0.8244723082, output_fired_time: 0.5170559287, propagate_forward_time: 19.0335369110, propagate_backward_time: 28.8454132080, weight_update_time: 0.0682428405, other_time: 1.6697063446
epoch time: 4.1631555557s, input_fired_time: 0.0880117938, output_fired_time: 0.0000000000, propagate_forward_time: 3.7865149975, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2886288166
validation[          , genome  7063] predictions:    9736/  10000 (97.36%), best:    9745/10000 (97.45%), error:       897.93304, best error:       855.60876 on epoch:    45, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 50.7870178223s, input_fired_time: 0.8241896033, output_fired_time: 0.5170639157, propagate_forward_time: 18.9816017151, propagate_backward_time: 28.7811069489, weight_update_time: 0.0680364147, other_time: 1.6830577850
epoch time: 4.1709260941s, input_fired_time: 0.0870830789, output_fired_time: 0.0000000000, propagate_forward_time: 3.7954826355, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2883605957
validation[          , genome  7063] predictions:    9734/  10000 (97.34%), best:    9745/10000 (97.45%), error:       873.75500, best error:       855.60876 on epoch:    45, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 50.7621536255s, input_fired_time: 0.8251800537, output_fired_time: 0.5167910457, propagate_forward_time: 18.9925403595, propagate_backward_time: 28.7478866577, weight_update_time: 0.0681605637, other_time: 1.6797542572
epoch time: 4.1797637939s, input_fired_time: 0.0887054726, output_fired_time: 0.0000000000, propagate_forward_time: 3.8011329174, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2899253368
validation[          , genome  7063] predictions:    9679/  10000 (96.79%), best:    9745/10000 (97.45%), error:      1052.39954, best error:       855.60876 on epoch:    45, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 50.7621574402s, input_fired_time: 0.8245381713, output_fired_time: 0.5158842802, propagate_forward_time: 18.9885387421, propagate_backward_time: 28.7561645508, weight_update_time: 0.0683458149, other_time: 1.6770305634
epoch time: 4.1753301620s, input_fired_time: 0.0889835134, output_fired_time: 0.0000000000, propagate_forward_time: 3.7966837883, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2896628380
validation[          , genome  7063] predictions:    9640/  10000 (96.40%), best:    9745/10000 (97.45%), error:      1157.04919, best error:       855.60876 on epoch:    45, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 51.1762733459s, input_fired_time: 0.8313433528, output_fired_time: 0.5226486325, propagate_forward_time: 19.1205921173, propagate_backward_time: 29.0001907349, weight_update_time: 0.0686003566, other_time: 1.7014980316
epoch time: 4.1689720154s, input_fired_time: 0.0884163901, output_fired_time: 0.0000000000, propagate_forward_time: 3.7886347771, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2919206619
validation[          , genome  7063] predictions:    9723/  10000 (97.23%), best:    9745/10000 (97.45%), error:       971.73352, best error:       855.60876 on epoch:    45, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 50.7824630737s, input_fired_time: 0.8262759447, output_fired_time: 0.5198851228, propagate_forward_time: 18.9551563263, propagate_backward_time: 28.7877864838, weight_update_time: 0.0682183206, other_time: 1.6933593750
epoch time: 4.1720304489s, input_fired_time: 0.0899606943, output_fired_time: 0.0000000000, propagate_forward_time: 3.7903950214, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2916748524
validation[          , genome  7063] predictions:    9708/  10000 (97.08%), best:    9745/10000 (97.45%), error:       967.80310, best error:       855.60876 on epoch:    45, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 50.7762374878s, input_fired_time: 0.8297953606, output_fired_time: 0.5187681913, propagate_forward_time: 18.9553298950, propagate_backward_time: 28.7863082886, weight_update_time: 0.0684327856, other_time: 1.6860351562
epoch time: 4.1670207977s, input_fired_time: 0.0871598721, output_fired_time: 0.0000000000, propagate_forward_time: 3.7895748615, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2902858257
validation[          , genome  7063] predictions:    9661/  10000 (96.61%), best:    9745/10000 (97.45%), error:      1097.13818, best error:       855.60876 on epoch:    45, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 50.7411918640s, input_fired_time: 0.8266882896, output_fired_time: 0.5189428926, propagate_forward_time: 18.9337825775, propagate_backward_time: 28.7983016968, weight_update_time: 0.0685007498, other_time: 1.6634769440
epoch time: 4.3004784584s, input_fired_time: 0.0885286480, output_fired_time: 0.0000000000, propagate_forward_time: 3.9090392590, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3029105663
validation[          , genome  7063] predictions:    9719/  10000 (97.19%), best:    9745/10000 (97.45%), error:       922.59192, best error:       855.60876 on epoch:    45, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 52.4027938843s, input_fired_time: 0.8455474973, output_fired_time: 0.5373361111, propagate_forward_time: 19.6277542114, propagate_backward_time: 29.6662826538, weight_update_time: 0.0678461194, other_time: 1.7258758545
epoch time: 4.1788125038s, input_fired_time: 0.0887226760, output_fired_time: 0.0000000000, propagate_forward_time: 3.7937078476, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2963819504
validation[          , genome  7063] predictions:    9592/  10000 (95.92%), best:    9745/10000 (97.45%), error:      1233.36450, best error:       855.60876 on epoch:    45, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 51.1663513184s, input_fired_time: 0.8373991251, output_fired_time: 0.5252811313, propagate_forward_time: 19.1092662811, propagate_backward_time: 28.9632358551, weight_update_time: 0.0685345903, other_time: 1.7311706543
epoch time: 4.1744613647s, input_fired_time: 0.0899829865, output_fired_time: 0.0000000000, propagate_forward_time: 3.7910046577, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2934737206
validation[          , genome  7063] predictions:    9705/  10000 (97.05%), best:    9745/10000 (97.45%), error:       988.30237, best error:       855.60876 on epoch:    45, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 51.0445861816s, input_fired_time: 0.8333414197, output_fired_time: 0.5250587463, propagate_forward_time: 19.0579814911, propagate_backward_time: 28.9000110626, weight_update_time: 0.0688466728, other_time: 1.7281951904
epoch time: 4.1989860535s, input_fired_time: 0.0882343426, output_fired_time: 0.0000000000, propagate_forward_time: 3.8147187233, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2960329056
validation[          , genome  7063] predictions:    9728/  10000 (97.28%), best:    9745/10000 (97.45%), error:       922.39948, best error:       855.60876 on epoch:    45, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 51.4691772461s, input_fired_time: 0.8379793763, output_fired_time: 0.5270659924, propagate_forward_time: 19.2458133698, propagate_backward_time: 29.1139698029, weight_update_time: 0.0690280199, other_time: 1.7443504333
epoch time: 4.1809029579s, input_fired_time: 0.0902737230, output_fired_time: 0.0000000000, propagate_forward_time: 3.7950208187, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2956082821
validation[          , genome  7063] predictions:    9707/  10000 (97.07%), best:    9745/10000 (97.45%), error:       958.01550, best error:       855.60876 on epoch:    45, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 50.9548492432s, input_fired_time: 0.8371249437, output_fired_time: 0.5243021250, propagate_forward_time: 19.0345497131, propagate_backward_time: 28.8452568054, weight_update_time: 0.0684442744, other_time: 1.7136154175
epoch time: 4.1941251755s, input_fired_time: 0.0923391804, output_fired_time: 0.0000000000, propagate_forward_time: 3.7988595963, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3029265404
validation[          , genome  7063] predictions:    9729/  10000 (97.29%), best:    9745/10000 (97.45%), error:       878.09796, best error:       855.60876 on epoch:    45, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 51.2073898315s, input_fired_time: 0.8373116255, output_fired_time: 0.5239482522, propagate_forward_time: 19.1428146362, propagate_backward_time: 28.9708518982, weight_update_time: 0.0684457272, other_time: 1.7324638367
epoch time: 4.1803030968s, input_fired_time: 0.0899825320, output_fired_time: 0.0000000000, propagate_forward_time: 3.7922539711, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2980666161
validation[          , genome  7063] predictions:    9721/  10000 (97.21%), best:    9745/10000 (97.45%), error:       909.00720, best error:       855.60876 on epoch:    45, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 50.7525939941s, input_fired_time: 0.8373849988, output_fired_time: 0.5215295553, propagate_forward_time: 18.9525012970, propagate_backward_time: 28.7302989960, weight_update_time: 0.0679968223, other_time: 1.7108802795
epoch time: 4.1743774414s, input_fired_time: 0.0895600095, output_fired_time: 0.0000000000, propagate_forward_time: 3.7902655602, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2945518494
validation[          , genome  7063] predictions:    9741/  10000 (97.41%), best:    9745/10000 (97.45%), error:       876.69403, best error:       855.60876 on epoch:    45, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 50.7198219299s, input_fired_time: 0.8366113305, output_fired_time: 0.5207895637, propagate_forward_time: 18.9503784180, propagate_backward_time: 28.7048110962, weight_update_time: 0.0679812059, other_time: 1.7072296143
epoch time: 4.1721782684s, input_fired_time: 0.0866478384, output_fired_time: 0.0000000000, propagate_forward_time: 3.7917642593, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2937660217
validation[          , genome  7063] predictions:    9620/  10000 (96.20%), best:    9745/10000 (97.45%), error:      1197.73547, best error:       855.60876 on epoch:    45, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 51.6299858093s, input_fired_time: 0.8389626741, output_fired_time: 0.5267775655, propagate_forward_time: 19.3450927734, propagate_backward_time: 29.1995449066, weight_update_time: 0.0687183365, other_time: 1.7196063995
epoch time: 4.1816658974s, input_fired_time: 0.0884760991, output_fired_time: 0.0000000000, propagate_forward_time: 3.8033587933, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2898309231
validation[          , genome  7063] predictions:    9703/  10000 (97.03%), best:    9745/10000 (97.45%), error:       981.69116, best error:       855.60876 on epoch:    45, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 50.6946563721s, input_fired_time: 0.8231054544, output_fired_time: 0.5170083046, propagate_forward_time: 18.9416809082, propagate_backward_time: 28.7900161743, weight_update_time: 0.0669935793, other_time: 1.6228446960
epoch time: 4.3636536598s, input_fired_time: 0.0949580073, output_fired_time: 0.0000000000, propagate_forward_time: 3.9695937634, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2991020679
validation[          , genome  7063] predictions:    9627/  10000 (96.27%), best:    9745/10000 (97.45%), error:      1304.53613, best error:       855.60876 on epoch:    45, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 50.6176910400s, input_fired_time: 0.8313560486, output_fired_time: 0.5154715180, propagate_forward_time: 18.9242725372, propagate_backward_time: 28.6896419525, weight_update_time: 0.0678499863, other_time: 1.6569480896
epoch time: 4.3175816536s, input_fired_time: 0.0951171070, output_fired_time: 0.0000000000, propagate_forward_time: 3.9136176109, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3088469505
validation[          , genome  7063] predictions:    9670/  10000 (96.70%), best:    9745/10000 (97.45%), error:      1061.38525, best error:       855.60876 on epoch:    45, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 50.7489776611s, input_fired_time: 0.8325476646, output_fired_time: 0.5181282759, propagate_forward_time: 18.9606113434, propagate_backward_time: 28.7612800598, weight_update_time: 0.0678557307, other_time: 1.6764125824
epoch time: 4.1631999016s, input_fired_time: 0.0872174203, output_fired_time: 0.0000000000, propagate_forward_time: 3.7857880592, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2901945114
validation[          , genome  7063] predictions:    9716/  10000 (97.16%), best:    9745/10000 (97.45%), error:       917.32526, best error:       855.60876 on epoch:    45, 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: 20.8963947296s, input_fired_time: 0.4300210178, output_fired_time: 0.0000000000, propagate_forward_time: 18.9646663666, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5017070770
best training[          , genome  7063] predictions:   49329/  50000 (98.66%), best:    9745/10000 (97.45%), error:      2503.84912, best error:       855.60876 on epoch:    45, 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: 4.3484783173s, input_fired_time: 0.0858241022, output_fired_time: 0.0000000000, propagate_forward_time: 3.9601895809, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3024647236
   testing[          , genome  7063] predictions:    9780/  10000 (97.80%), best:    9745/10000 (97.45%), error:       728.75000, best error:       855.60876 on epoch:    45, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
08:49:18 (5881): called boinc_finish(0)

</stderr_txt>
]]>