Nameexact_genome_1512568488_41_6982_0
Workunit2606214
Created7 Dec 2017, 23:07:16 UTC
Sent7 Dec 2017, 23:12:59 UTC
Report deadline17 Dec 2017, 22:27:14 UTC
Received8 Dec 2017, 9:54:42 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID67439
Run time2 hours 58 min 32 sec
CPU time2 hours 58 min 14 sec
Validate stateValid
Credit2,492.06
Device peak FLOPS4.52 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size156.39 MB
Peak swap size159.57 MB
Peak disk usage2.17 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
fired_time: 0.1354205459, output_fired_time: 0.0000000000, propagate_forward_time: 7.9933848381, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3567786217
validation[          , genome  6982] predictions:    9755/  10000 (97.55%), best:    9748/10000 (97.48%), error:       878.39465, best error:       841.52112 on epoch:     8, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 98.6616973877s, input_fired_time: 1.0857820511, output_fired_time: 0.9049308896, propagate_forward_time: 38.4493713379, propagate_backward_time: 56.2447891235, weight_update_time: 0.1191273108, other_time: 1.9768218994
epoch time: 8.1381168365s, input_fired_time: 0.1309557259, output_fired_time: 0.0000000000, propagate_forward_time: 7.6563377380, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3508234024
validation[          , genome  6982] predictions:    9742/  10000 (97.42%), best:    9742/10000 (97.42%), error:       838.66101, best error:       838.66101 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 98.4992370605s, input_fired_time: 1.0878466368, output_fired_time: 0.9040691853, propagate_forward_time: 38.3851737976, propagate_backward_time: 56.1430931091, weight_update_time: 0.1186523885, other_time: 1.9790573120
epoch time: 8.0768871307s, input_fired_time: 0.1306590736, output_fired_time: 0.0000000000, propagate_forward_time: 7.5974121094, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3488159180
validation[          , genome  6982] predictions:    9650/  10000 (96.50%), best:    9742/10000 (97.42%), error:      1073.39832, best error:       838.66101 on epoch:    15, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 97.6815414429s, input_fired_time: 1.0834312439, output_fired_time: 0.8980537653, propagate_forward_time: 37.9835014343, propagate_backward_time: 55.7068481445, weight_update_time: 0.1207660288, other_time: 2.0097084045
epoch time: 8.3700857162s, input_fired_time: 0.1344413906, output_fired_time: 0.0000000000, propagate_forward_time: 7.8779630661, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3576812744
validation[          , genome  6982] predictions:    9721/  10000 (97.21%), best:    9742/10000 (97.42%), error:       941.25568, best error:       838.66101 on epoch:    15, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 95.4343948364s, input_fired_time: 1.0687702894, output_fired_time: 0.8765126467, propagate_forward_time: 36.9603843689, propagate_backward_time: 54.5291061401, weight_update_time: 0.1200249344, other_time: 1.9996223450
epoch time: 6.8999114037s, input_fired_time: 0.1187629253, output_fired_time: 0.0000000000, propagate_forward_time: 6.4456906319, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3354578018
validation[          , genome  6982] predictions:    9736/  10000 (97.36%), best:    9742/10000 (97.42%), error:       838.83655, best error:       838.66101 on epoch:    15, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 100.1330566406s, input_fired_time: 1.1025497913, output_fired_time: 0.9271071553, propagate_forward_time: 39.0601196289, propagate_backward_time: 56.9095573425, weight_update_time: 0.1233379319, other_time: 2.1337242126
epoch time: 7.8568458557s, input_fired_time: 0.1296379864, output_fired_time: 0.0000000000, propagate_forward_time: 7.3300275803, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3971800804
validation[          , genome  6982] predictions:    9675/  10000 (96.75%), best:    9742/10000 (97.42%), error:      1064.46460, best error:       838.66101 on epoch:    15, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 96.9442214966s, input_fired_time: 1.0761573315, output_fired_time: 0.8924608827, propagate_forward_time: 37.5927772522, propagate_backward_time: 55.2085304260, weight_update_time: 0.1189815700, other_time: 2.1742935181
epoch time: 8.3151988983s, input_fired_time: 0.1343243271, output_fired_time: 0.0000000000, propagate_forward_time: 7.7860522270, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3948225975
validation[          , genome  6982] predictions:    9763/  10000 (97.63%), best:    9763/10000 (97.63%), error:       780.38934, best error:       780.38934 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 98.0495147705s, input_fired_time: 1.0832939148, output_fired_time: 0.8946610093, propagate_forward_time: 38.4873847961, propagate_backward_time: 55.3776206970, weight_update_time: 0.1200132146, other_time: 2.2065505981
epoch time: 7.6476044655s, input_fired_time: 0.1267681271, output_fired_time: 0.0000000000, propagate_forward_time: 7.1297554970, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3910808563
validation[          , genome  6982] predictions:    9719/  10000 (97.19%), best:    9763/10000 (97.63%), error:       894.39178, best error:       780.38934 on epoch:    20, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 96.6201248169s, input_fired_time: 1.0733425617, output_fired_time: 0.8798090219, propagate_forward_time: 37.7963638306, propagate_backward_time: 54.6884460449, weight_update_time: 0.1188798174, other_time: 2.1821670532
epoch time: 7.7827272415s, input_fired_time: 0.1280192137, output_fired_time: 0.0000000000, propagate_forward_time: 7.2666187286, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3880891800
validation[          , genome  6982] predictions:    9720/  10000 (97.20%), best:    9763/10000 (97.63%), error:       875.07355, best error:       780.38934 on epoch:    20, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 97.8912658691s, input_fired_time: 1.0852965117, output_fired_time: 0.9027963877, propagate_forward_time: 38.0184402466, propagate_backward_time: 55.6513023376, weight_update_time: 0.1219585389, other_time: 2.2334327698
epoch time: 8.0518789291s, input_fired_time: 0.1329975724, output_fired_time: 0.0000000000, propagate_forward_time: 7.5156588554, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4032225609
validation[          , genome  6982] predictions:    9755/  10000 (97.55%), best:    9763/10000 (97.63%), error:       815.56769, best error:       780.38934 on epoch:    20, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 98.5261306763s, input_fired_time: 1.0907542706, output_fired_time: 0.9069976807, propagate_forward_time: 38.2220611572, propagate_backward_time: 56.1013069153, weight_update_time: 0.1224782839, other_time: 2.2050132751
epoch time: 8.3853378296s, input_fired_time: 0.1374060363, output_fired_time: 0.0000000000, propagate_forward_time: 7.8303079605, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4176235199
validation[          , genome  6982] predictions:    9696/  10000 (96.96%), best:    9763/10000 (97.63%), error:       995.64453, best error:       780.38934 on epoch:    20, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 95.4963836670s, input_fired_time: 1.0716029406, output_fired_time: 0.8774574995, propagate_forward_time: 37.0087356567, propagate_backward_time: 54.3351898193, weight_update_time: 0.1184169874, other_time: 2.2033996582
epoch time: 7.3171391487s, input_fired_time: 0.1222951114, output_fired_time: 0.0000000000, propagate_forward_time: 6.8000755310, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3947687149
validation[          , genome  6982] predictions:    9770/  10000 (97.70%), best:    9770/10000 (97.70%), error:       732.29272, best error:       732.29272 on epoch:    25, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 95.6338272095s, input_fired_time: 1.0705620050, output_fired_time: 0.8705161810, propagate_forward_time: 37.2778167725, propagate_backward_time: 54.2318687439, weight_update_time: 0.1180904731, other_time: 2.1830635071
epoch time: 7.6658782959s, input_fired_time: 0.1276190579, output_fired_time: 0.0000000000, propagate_forward_time: 7.1312880516, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4069709778
validation[          , genome  6982] predictions:    9677/  10000 (96.77%), best:    9770/10000 (97.70%), error:      1054.82593, best error:       732.29272 on epoch:    25, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 98.8303909302s, input_fired_time: 1.0931212902, output_fired_time: 0.9081124067, propagate_forward_time: 38.4429779053, propagate_backward_time: 56.2001228333, weight_update_time: 0.1222117245, other_time: 2.1860542297
epoch time: 8.0974874496s, input_fired_time: 0.1322939247, output_fired_time: 0.0000000000, propagate_forward_time: 7.6045765877, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3606171608
validation[          , genome  6982] predictions:    9749/  10000 (97.49%), best:    9770/10000 (97.70%), error:       810.37311, best error:       732.29272 on epoch:    25, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 99.4164962769s, input_fired_time: 1.1033093929, output_fired_time: 0.9111218452, propagate_forward_time: 38.7929878235, propagate_backward_time: 56.5439605713, weight_update_time: 0.1236354262, other_time: 2.0651130676
epoch time: 7.5668182373s, input_fired_time: 0.1261144578, output_fired_time: 0.0000000000, propagate_forward_time: 7.0870718956, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3536319733
validation[          , genome  6982] predictions:    9742/  10000 (97.42%), best:    9770/10000 (97.70%), error:       841.91412, best error:       732.29272 on epoch:    25, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 96.3840103149s, input_fired_time: 1.0756276846, output_fired_time: 0.8811165094, propagate_forward_time: 37.3821487427, propagate_backward_time: 55.0140876770, weight_update_time: 0.1184839308, other_time: 2.0310249329
epoch time: 8.1806602478s, input_fired_time: 0.1321376413, output_fired_time: 0.0000000000, propagate_forward_time: 7.6954889297, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3530340195
validation[          , genome  6982] predictions:    9763/  10000 (97.63%), best:    9770/10000 (97.70%), error:       753.02832, best error:       732.29272 on epoch:    25, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 96.3375015259s, input_fired_time: 1.0794867277, output_fired_time: 0.8813036084, propagate_forward_time: 37.3061752319, propagate_backward_time: 55.0292167664, weight_update_time: 0.1200873405, other_time: 2.0413246155
epoch time: 7.9978785515s, input_fired_time: 0.1321309358, output_fired_time: 0.0000000000, propagate_forward_time: 7.5081601143, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3575873375
validation[          , genome  6982] predictions:    9773/  10000 (97.73%), best:    9770/10000 (97.70%), error:       810.96259, best error:       732.29272 on epoch:    25, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 100.0484313965s, input_fired_time: 1.1004720926, output_fired_time: 0.9067550302, propagate_forward_time: 39.6623954773, propagate_backward_time: 56.3234291077, weight_update_time: 0.1204839870, other_time: 2.0553817749
epoch time: 7.9352478981s, input_fired_time: 0.1335594207, output_fired_time: 0.0000000000, propagate_forward_time: 7.4453530312, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3563356400
validation[          , genome  6982] predictions:    9784/  10000 (97.84%), best:    9784/10000 (97.84%), error:       720.70306, best error:       720.70306 on epoch:    31, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 98.6606903076s, input_fired_time: 1.0998678207, output_fired_time: 0.9035276771, propagate_forward_time: 38.3435249329, propagate_backward_time: 56.2782821655, weight_update_time: 0.1208014637, other_time: 2.0354881287
epoch time: 8.5186252594s, input_fired_time: 0.1384442896, output_fired_time: 0.0000000000, propagate_forward_time: 8.0118265152, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3683547974
validation[          , genome  6982] predictions:    9727/  10000 (97.27%), best:    9784/10000 (97.84%), error:       882.08838, best error:       720.70306 on epoch:    31, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 96.9990921021s, input_fired_time: 1.0969109535, output_fired_time: 0.8884260058, propagate_forward_time: 37.7221145630, propagate_backward_time: 55.2580528259, weight_update_time: 0.1174100786, other_time: 2.0335884094
epoch time: 8.0397796631s, input_fired_time: 0.1339522600, output_fired_time: 0.0000000000, propagate_forward_time: 7.5404701233, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3653573990
validation[          , genome  6982] predictions:    9780/  10000 (97.80%), best:    9784/10000 (97.84%), error:       726.07385, best error:       720.70306 on epoch:    31, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 97.6804962158s, input_fired_time: 1.0905694962, output_fired_time: 0.8910669684, propagate_forward_time: 38.0919113159, propagate_backward_time: 55.5911483765, weight_update_time: 0.1190934703, other_time: 2.0158004761
epoch time: 7.7693977356s, input_fired_time: 0.1302130967, output_fired_time: 0.0000000000, propagate_forward_time: 7.2920322418, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3471522331
validation[          , genome  6982] predictions:    9778/  10000 (97.78%), best:    9784/10000 (97.84%), error:       731.60553, best error:       720.70306 on epoch:    31, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 99.3442153931s, input_fired_time: 1.1064127684, output_fired_time: 0.9125758410, propagate_forward_time: 38.7330055237, propagate_backward_time: 56.5540046692, weight_update_time: 0.1221781969, other_time: 2.0382156372
epoch time: 8.0496025085s, input_fired_time: 0.1323871911, output_fired_time: 0.0000000000, propagate_forward_time: 7.5648379326, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3523774147
validation[          , genome  6982] predictions:    9750/  10000 (97.50%), best:    9784/10000 (97.84%), error:       790.84253, best error:       720.70306 on epoch:    31, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 97.7982788086s, input_fired_time: 1.0933067799, output_fired_time: 0.8964243531, propagate_forward_time: 37.9504203796, propagate_backward_time: 55.9107360840, weight_update_time: 0.1218509004, other_time: 1.9473915100
epoch time: 7.3297147751s, input_fired_time: 0.1257932186, output_fired_time: 0.0000000000, propagate_forward_time: 6.8847389221, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3191823959
validation[          , genome  6982] predictions:    9775/  10000 (97.75%), best:    9784/10000 (97.84%), error:       789.38428, best error:       720.70306 on epoch:    31, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 96.2119445801s, input_fired_time: 1.0899196863, output_fired_time: 0.8833451271, propagate_forward_time: 37.5025444031, propagate_backward_time: 54.8351631165, weight_update_time: 0.1210691109, other_time: 1.9009704590
epoch time: 7.8026781082s, input_fired_time: 0.1326897889, output_fired_time: 0.0000000000, propagate_forward_time: 7.3482789993, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3217091560
validation[          , genome  6982] predictions:    9785/  10000 (97.85%), best:    9784/10000 (97.84%), error:       732.21417, best error:       720.70306 on epoch:    31, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 98.4379730225s, input_fired_time: 1.1022378206, output_fired_time: 0.9006380439, propagate_forward_time: 38.5982894897, propagate_backward_time: 55.9276123047, weight_update_time: 0.1215811446, other_time: 1.9091949463
epoch time: 8.2498044968s, input_fired_time: 0.1366127282, output_fired_time: 0.0000000000, propagate_forward_time: 7.7880802155, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3251113892
validation[          , genome  6982] predictions:    9760/  10000 (97.60%), best:    9784/10000 (97.84%), error:       755.75208, best error:       720.70306 on epoch:    31, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 98.7340927124s, input_fired_time: 1.1014685631, output_fired_time: 0.9032139182, propagate_forward_time: 38.5616264343, propagate_backward_time: 56.2409439087, weight_update_time: 0.1242119446, other_time: 1.9268379211
epoch time: 8.0567588806s, input_fired_time: 0.1347193122, output_fired_time: 0.0000000000, propagate_forward_time: 7.6073093414, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3147301674
validation[          , genome  6982] predictions:    9811/  10000 (98.11%), best:    9811/10000 (98.11%), error:       642.94672, best error:       642.94672 on epoch:    39, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 95.9979934692s, input_fired_time: 1.0858120918, output_fired_time: 0.8762321472, propagate_forward_time: 37.1821022034, propagate_backward_time: 54.9682731628, weight_update_time: 0.1191777289, other_time: 1.8855743408
epoch time: 8.0022535324s, input_fired_time: 0.1344371885, output_fired_time: 0.0000000000, propagate_forward_time: 7.5460810661, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3217353821
validation[          , genome  6982] predictions:    9771/  10000 (97.71%), best:    9811/10000 (98.11%), error:       739.70599, best error:       642.94672 on epoch:    39, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 98.2803955078s, input_fired_time: 1.0979512930, output_fired_time: 0.9031611085, propagate_forward_time: 38.2456169128, propagate_backward_time: 56.1464080811, weight_update_time: 0.1212039813, other_time: 1.8872566223
epoch time: 8.5738143921s, input_fired_time: 0.1415534765, output_fired_time: 0.0000000000, propagate_forward_time: 8.1046466827, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3276138306
validation[          , genome  6982] predictions:    9759/  10000 (97.59%), best:    9811/10000 (98.11%), error:       781.74805, best error:       642.94672 on epoch:    39, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 96.1125564575s, input_fired_time: 1.0841602087, output_fired_time: 0.8783333302, propagate_forward_time: 37.2954978943, propagate_backward_time: 54.9690475464, weight_update_time: 0.1185889319, other_time: 1.8855171204
epoch time: 7.7677645683s, input_fired_time: 0.1302378774, output_fired_time: 0.0000000000, propagate_forward_time: 7.3161439896, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3213825226
validation[          , genome  6982] predictions:    9746/  10000 (97.46%), best:    9811/10000 (98.11%), error:       859.07257, best error:       642.94672 on epoch:    39, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 96.3722457886s, input_fired_time: 1.0841250420, output_fired_time: 0.8809777498, propagate_forward_time: 37.5607910156, propagate_backward_time: 54.9599113464, weight_update_time: 0.1200756356, other_time: 1.8864402771
epoch time: 7.9192185402s, input_fired_time: 0.1311390251, output_fired_time: 0.0000000000, propagate_forward_time: 7.4796857834, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3083939552
validation[          , genome  6982] predictions:    9796/  10000 (97.96%), best:    9811/10000 (98.11%), error:       685.58942, best error:       642.94672 on epoch:    39, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 97.2944869995s, input_fired_time: 1.0952063799, output_fired_time: 0.8922207952, propagate_forward_time: 37.8133087158, propagate_backward_time: 55.6051788330, weight_update_time: 0.1204713881, other_time: 1.8885726929
epoch time: 7.9136891365s, input_fired_time: 0.1324003786, output_fired_time: 0.0000000000, propagate_forward_time: 7.4494190216, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3318696022
validation[          , genome  6982] predictions:    9784/  10000 (97.84%), best:    9811/10000 (98.11%), error:       716.96844, best error:       642.94672 on epoch:    39, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 97.6527938843s, input_fired_time: 1.1002986431, output_fired_time: 0.8933389783, propagate_forward_time: 37.9669685364, propagate_backward_time: 55.6537628174, weight_update_time: 0.1209397092, other_time: 2.0384254456
epoch time: 8.1833505630s, input_fired_time: 0.1358408928, output_fired_time: 0.0000000000, propagate_forward_time: 7.6900348663, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3574752808
validation[          , genome  6982] predictions:    9781/  10000 (97.81%), best:    9811/10000 (98.11%), error:       708.89294, best error:       642.94672 on epoch:    39, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 98.5049743652s, input_fired_time: 1.1365480423, output_fired_time: 0.9150869250, propagate_forward_time: 38.3995590210, propagate_backward_time: 55.9381675720, weight_update_time: 0.1208300889, other_time: 2.1156120300
epoch time: 7.4361395836s, input_fired_time: 0.1265689880, output_fired_time: 0.0000000000, propagate_forward_time: 6.9539418221, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3556289673
validation[          , genome  6982] predictions:    9741/  10000 (97.41%), best:    9811/10000 (98.11%), error:       837.87482, best error:       642.94672 on epoch:    39, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 99.5895080566s, input_fired_time: 1.1132175922, output_fired_time: 0.9193652272, propagate_forward_time: 38.7797546387, propagate_backward_time: 56.6847419739, weight_update_time: 0.1258817315, other_time: 2.0924263000
epoch time: 8.1806173325s, input_fired_time: 0.1382916421, output_fired_time: 0.0000000000, propagate_forward_time: 7.6719102859, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3704156876
validation[          , genome  6982] predictions:    9790/  10000 (97.90%), best:    9811/10000 (98.11%), error:       713.29541, best error:       642.94672 on epoch:    39, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 97.3992996216s, input_fired_time: 1.0960483551, output_fired_time: 0.8914345503, propagate_forward_time: 37.7919235229, propagate_backward_time: 55.5565071106, weight_update_time: 0.1228158921, other_time: 2.0633888245
epoch time: 8.2563314438s, input_fired_time: 0.1363442391, output_fired_time: 0.0000000000, propagate_forward_time: 7.7659873962, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3540000916
validation[          , genome  6982] predictions:    9771/  10000 (97.71%), best:    9811/10000 (98.11%), error:       716.24011, best error:       642.94672 on epoch:    39, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 97.1518478394s, input_fired_time: 1.0921818018, output_fired_time: 0.8892359734, propagate_forward_time: 37.9128303528, propagate_backward_time: 55.2191085815, weight_update_time: 0.1207944378, other_time: 2.0384941101
epoch time: 8.3584375381s, input_fired_time: 0.1413941532, output_fired_time: 0.0000000000, propagate_forward_time: 7.8138856888, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4031572342
validation[          , genome  6982] predictions:    9804/  10000 (98.04%), best:    9811/10000 (98.11%), error:       698.13702, best error:       642.94672 on epoch:    39, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 96.6429977417s, input_fired_time: 1.0893415213, output_fired_time: 0.8874316812, propagate_forward_time: 37.4753532410, propagate_backward_time: 55.1485633850, weight_update_time: 0.1205624193, other_time: 2.0423126221
epoch time: 7.5142612457s, input_fired_time: 0.1278589219, output_fired_time: 0.0000000000, propagate_forward_time: 7.0423531532, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3440489769
validation[          , genome  6982] predictions:    9776/  10000 (97.76%), best:    9811/10000 (98.11%), error:       742.34344, best error:       642.94672 on epoch:    39, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 99.3180389404s, input_fired_time: 1.1155172586, output_fired_time: 0.9177318811, propagate_forward_time: 38.7171325684, propagate_backward_time: 56.5039405823, weight_update_time: 0.1221730858, other_time: 2.0637168884
epoch time: 7.6891498566s, input_fired_time: 0.1298434734, output_fired_time: 0.0000000000, propagate_forward_time: 7.2068328857, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3524732590
validation[          , genome  6982] predictions:    9791/  10000 (97.91%), best:    9811/10000 (98.11%), error:       693.50543, best error:       642.94672 on epoch:    39, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 96.9215087891s, input_fired_time: 1.0937514305, output_fired_time: 0.8859737515, propagate_forward_time: 37.6654510498, propagate_backward_time: 55.2189254761, weight_update_time: 0.1203908026, other_time: 2.0574111938
epoch time: 8.3713235855s, input_fired_time: 0.1408703774, output_fired_time: 0.0000000000, propagate_forward_time: 7.8552827835, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3751707077
validation[          , genome  6982] predictions:    9758/  10000 (97.58%), best:    9811/10000 (98.11%), error:       779.22369, best error:       642.94672 on epoch:    39, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 97.9484405518s, input_fired_time: 1.1043286324, output_fired_time: 0.8967214823, propagate_forward_time: 38.4646759033, propagate_backward_time: 55.4654617310, weight_update_time: 0.1201321930, other_time: 2.0172500610
epoch time: 7.9079141617s, input_fired_time: 0.1325201988, output_fired_time: 0.0000000000, propagate_forward_time: 7.4324235916, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3429703712
validation[          , genome  6982] predictions:    9799/  10000 (97.99%), best:    9811/10000 (98.11%), error:       660.92340, best error:       642.94672 on epoch:    39, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 95.0944061279s, input_fired_time: 1.0786904097, output_fired_time: 0.8667689562, propagate_forward_time: 36.8703002930, propagate_backward_time: 54.3112716675, weight_update_time: 0.1191469058, other_time: 1.9673767090
epoch time: 7.5115079880s, input_fired_time: 0.1277436763, output_fired_time: 0.0000000000, propagate_forward_time: 7.0406002998, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3431639671
validation[          , genome  6982] predictions:    9715/  10000 (97.15%), best:    9811/10000 (98.11%), error:       845.22723, best error:       642.94672 on epoch:    39, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 97.8267517090s, input_fired_time: 1.1003221273, output_fired_time: 0.9015160203, propagate_forward_time: 38.0760955811, propagate_backward_time: 55.7851295471, weight_update_time: 0.1208408549, other_time: 1.9636878967
epoch time: 8.0842161179s, input_fired_time: 0.1346870363, output_fired_time: 0.0000000000, propagate_forward_time: 7.5953540802, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3541750908
validation[          , genome  6982] predictions:    9782/  10000 (97.82%), best:    9811/10000 (98.11%), error:       684.29431, best error:       642.94672 on epoch:    39, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 99.0712051392s, input_fired_time: 1.1120090485, output_fired_time: 0.9057963490, propagate_forward_time: 38.7761535645, propagate_backward_time: 56.3085670471, weight_update_time: 0.1224790066, other_time: 1.9686775208
epoch time: 7.9623727798s, input_fired_time: 0.1323630512, output_fired_time: 0.0000000000, propagate_forward_time: 7.4812893867, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3487205505
validation[          , genome  6982] predictions:    9764/  10000 (97.64%), best:    9811/10000 (98.11%), error:       741.19055, best error:       642.94672 on epoch:    39, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 98.6060485840s, input_fired_time: 1.1128288507, output_fired_time: 0.9096154571, propagate_forward_time: 38.5247116089, propagate_backward_time: 56.0548210144, weight_update_time: 0.1217229217, other_time: 2.0040702820
epoch time: 7.7242803574s, input_fired_time: 0.1297806501, output_fired_time: 0.0000000000, propagate_forward_time: 7.2448263168, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3496732712
validation[          , genome  6982] predictions:    9773/  10000 (97.73%), best:    9811/10000 (98.11%), error:       719.62451, best error:       642.94672 on epoch:    39, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 97.8522644043s, input_fired_time: 1.1038004160, output_fired_time: 0.9032672644, propagate_forward_time: 38.1162261963, propagate_backward_time: 55.7548828125, weight_update_time: 0.1417953968, other_time: 1.9740905762
epoch time: 8.3263092041s, input_fired_time: 0.1382847130, output_fired_time: 0.0000000000, propagate_forward_time: 7.8438706398, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3441538811
validation[          , genome  6982] predictions:    9758/  10000 (97.58%), best:    9811/10000 (98.11%), error:       758.05975, best error:       642.94672 on epoch:    39, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 96.5552673340s, input_fired_time: 1.0943495035, output_fired_time: 0.8865131140, propagate_forward_time: 37.4292984009, propagate_backward_time: 55.1837081909, weight_update_time: 0.1206317395, other_time: 1.9613952637
epoch time: 7.6184968948s, input_fired_time: 0.1312360168, output_fired_time: 0.0000000000, propagate_forward_time: 7.1321530342, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3551077843
validation[          , genome  6982] predictions:    9803/  10000 (98.03%), best:    9811/10000 (98.11%), error:       690.99957, best error:       642.94672 on epoch:    39, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 96.3977508545s, input_fired_time: 1.0937711000, output_fired_time: 0.8804413080, propagate_forward_time: 37.4534301758, propagate_backward_time: 54.9828491211, weight_update_time: 0.1203336120, other_time: 1.9872589111
epoch time: 7.8537411690s, input_fired_time: 0.1343825907, output_fired_time: 0.0000000000, propagate_forward_time: 7.3626656532, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3566927910
validation[          , genome  6982] predictions:    9784/  10000 (97.84%), best:    9811/10000 (98.11%), error:       721.65643, best error:       642.94672 on epoch:    39, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 98.1049194336s, input_fired_time: 1.1082497835, output_fired_time: 0.9015176296, propagate_forward_time: 38.2006607056, propagate_backward_time: 55.9282608032, weight_update_time: 0.1215125769, other_time: 1.9662246704
epoch time: 8.2093048096s, input_fired_time: 0.1374917030, output_fired_time: 0.0000000000, propagate_forward_time: 7.7206397057, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3511738777
validation[          , genome  6982] predictions:    9809/  10000 (98.09%), best:    9811/10000 (98.11%), error:       657.66925, best error:       642.94672 on epoch:    39, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 96.7365722656s, input_fired_time: 1.1035995483, output_fired_time: 0.8912764192, propagate_forward_time: 37.7099685669, propagate_backward_time: 55.1989517212, weight_update_time: 0.1187165082, other_time: 1.8327789307
epoch time: 8.4160718918s, input_fired_time: 0.1393235475, output_fired_time: 0.0000000000, propagate_forward_time: 7.9733028412, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3034458160
validation[          , genome  6982] predictions:    9773/  10000 (97.73%), best:    9811/10000 (98.11%), error:       728.04071, best error:       642.94672 on epoch:    39, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 96.3832168579s, input_fired_time: 1.0955932140, output_fired_time: 0.8848586082, propagate_forward_time: 37.4844436646, propagate_backward_time: 55.1014366150, weight_update_time: 0.1208352596, other_time: 1.8168830872
epoch time: 9.2171926498s, input_fired_time: 0.1362678558, output_fired_time: 0.0000000000, propagate_forward_time: 8.7851819992, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2957429886
validation[          , genome  6982] predictions:    9795/  10000 (97.95%), best:    9811/10000 (98.11%), error:       673.02551, best error:       642.94672 on epoch:    39, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 97.4980163574s, input_fired_time: 1.1023468971, output_fired_time: 0.8842484951, propagate_forward_time: 38.6295928955, propagate_backward_time: 55.0791244507, weight_update_time: 0.1188952476, other_time: 1.8027038574
epoch time: 7.9824371338s, input_fired_time: 0.1326785535, output_fired_time: 0.0000000000, propagate_forward_time: 7.5531425476, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2966160774
validation[          , genome  6982] predictions:    9787/  10000 (97.87%), best:    9811/10000 (98.11%), error:       699.01007, best error:       642.94672 on epoch:    39, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 95.8763961792s, input_fired_time: 1.0924476385, output_fired_time: 0.8779463768, propagate_forward_time: 37.2553977966, propagate_backward_time: 54.8590507507, weight_update_time: 0.1181264445, other_time: 1.7915573120
epoch time: 7.9580521584s, input_fired_time: 0.1340902150, output_fired_time: 0.0000000000, propagate_forward_time: 7.5255322456, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2984294891
validation[          , genome  6982] predictions:    9794/  10000 (97.94%), best:    9811/10000 (98.11%), error:       680.23926, best error:       642.94672 on epoch:    39, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 95.7133712769s, input_fired_time: 1.0886802673, output_fired_time: 0.8716171980, propagate_forward_time: 37.4845008850, propagate_backward_time: 54.4597244263, weight_update_time: 0.1176244467, other_time: 1.8088493347
epoch time: 7.8390660286s, input_fired_time: 0.1346755326, output_fired_time: 0.0000000000, propagate_forward_time: 7.3980598450, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3063306808
validation[          , genome  6982] predictions:    9785/  10000 (97.85%), best:    9811/10000 (98.11%), error:       752.81830, best error:       642.94672 on epoch:    39, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 95.0442581177s, input_fired_time: 1.0868917704, output_fired_time: 0.8661691546, propagate_forward_time: 36.9308967590, propagate_backward_time: 54.3471527100, weight_update_time: 0.1177246869, other_time: 1.8131446838
epoch time: 7.3012104034s, input_fired_time: 0.1275825351, output_fired_time: 0.0000000000, propagate_forward_time: 6.8829627037, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2906651497
validation[          , genome  6982] predictions:    9786/  10000 (97.86%), best:    9811/10000 (98.11%), error:       712.21985, best error:       642.94672 on epoch:    39, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 97.0739822388s, input_fired_time: 1.1027365923, output_fired_time: 0.8916097879, propagate_forward_time: 37.8210868835, propagate_backward_time: 55.4279861450, weight_update_time: 0.1193433553, other_time: 1.8305625916
epoch time: 8.2754278183s, input_fired_time: 0.1385493279, output_fired_time: 0.0000000000, propagate_forward_time: 7.8299031258, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3069758415
validation[          , genome  6982] predictions:    9809/  10000 (98.09%), best:    9811/10000 (98.11%), error:       657.49780, best error:       642.94672 on epoch:    39, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 98.3506469727s, input_fired_time: 1.1078711748, output_fired_time: 0.8979148269, propagate_forward_time: 38.6455726624, propagate_backward_time: 55.9014205933, weight_update_time: 0.1192917377, other_time: 1.7978706360
epoch time: 7.9782967567s, input_fired_time: 0.1364748180, output_fired_time: 0.0000000000, propagate_forward_time: 7.5417981148, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3000240326
validation[          , genome  6982] predictions:    9772/  10000 (97.72%), best:    9811/10000 (98.11%), error:       739.29962, best error:       642.94672 on epoch:    39, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 96.1907424927s, input_fired_time: 1.0948979855, output_fired_time: 0.8803823590, propagate_forward_time: 37.4034309387, propagate_backward_time: 55.0469360352, weight_update_time: 0.1166428030, other_time: 1.7651023865
epoch time: 8.1040048599s, input_fired_time: 0.1393914968, output_fired_time: 0.0000000000, propagate_forward_time: 7.6632595062, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3013539314
validation[          , genome  6982] predictions:    9773/  10000 (97.73%), best:    9811/10000 (98.11%), error:       703.18250, best error:       642.94672 on epoch:    39, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 96.7340469360s, input_fired_time: 1.1043559313, output_fired_time: 0.8849871159, propagate_forward_time: 37.9306144714, propagate_backward_time: 55.0091247559, weight_update_time: 0.1200377196, other_time: 1.8049659729
epoch time: 7.8337059021s, input_fired_time: 0.1340862960, output_fired_time: 0.0000000000, propagate_forward_time: 7.4008278847, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2987918854
validation[          , genome  6982] predictions:    9798/  10000 (97.98%), best:    9811/10000 (98.11%), error:       668.41791, best error:       642.94672 on epoch:    39, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 96.6777343750s, input_fired_time: 1.1068714857, output_fired_time: 0.8903558850, propagate_forward_time: 37.6985626221, propagate_backward_time: 55.1794700623, weight_update_time: 0.1206340194, other_time: 1.8024711609
epoch time: 7.6850552559s, input_fired_time: 0.1326430142, output_fired_time: 0.0000000000, propagate_forward_time: 7.2646651268, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2877469063
validation[          , genome  6982] predictions:    9774/  10000 (97.74%), best:    9811/10000 (98.11%), error:       764.10907, best error:       642.94672 on epoch:    39, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 97.2805328369s, input_fired_time: 1.1029475927, output_fired_time: 0.8921875358, propagate_forward_time: 38.0825843811, propagate_backward_time: 55.4144325256, weight_update_time: 0.1197757944, other_time: 1.7883758545
epoch time: 8.1642112732s, input_fired_time: 0.1368661672, output_fired_time: 0.0000000000, propagate_forward_time: 7.7312583923, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2960863113
validation[          , genome  6982] predictions:    9793/  10000 (97.93%), best:    9811/10000 (98.11%), error:       689.90216, best error:       642.94672 on epoch:    39, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 97.2346801758s, input_fired_time: 1.1083379984, output_fired_time: 0.8934930563, propagate_forward_time: 37.8837280273, propagate_backward_time: 55.5579833984, weight_update_time: 0.1207934096, other_time: 1.7911376953
epoch time: 8.3482875824s, input_fired_time: 0.1421463788, output_fired_time: 0.0000000000, propagate_forward_time: 7.8964524269, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3096890450
validation[          , genome  6982] predictions:    9765/  10000 (97.65%), best:    9811/10000 (98.11%), error:       758.02386, best error:       642.94672 on epoch:    39, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 96.2903137207s, input_fired_time: 1.1023086309, output_fired_time: 0.8851667643, propagate_forward_time: 37.4242935181, propagate_backward_time: 55.0779190063, weight_update_time: 0.1207219437, other_time: 1.8006210327
epoch time: 8.0229978561s, input_fired_time: 0.1374307424, output_fired_time: 0.0000000000, propagate_forward_time: 7.5920262337, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2935409546
validation[          , genome  6982] predictions:    9804/  10000 (98.04%), best:    9811/10000 (98.11%), error:       677.00836, best error:       642.94672 on epoch:    39, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 97.4674072266s, input_fired_time: 1.1123837233, output_fired_time: 0.8985975981, propagate_forward_time: 37.9448699951, propagate_backward_time: 55.7141838074, weight_update_time: 0.1222033799, other_time: 1.7973747253
epoch time: 8.2276020050s, input_fired_time: 0.1403223276, output_fired_time: 0.0000000000, propagate_forward_time: 7.7832784653, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3040008545
validation[          , genome  6982] predictions:    9787/  10000 (97.87%), best:    9811/10000 (98.11%), error:       699.98578, best error:       642.94672 on epoch:    39, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 96.3172454834s, input_fired_time: 1.1032975912, output_fired_time: 0.8788572550, propagate_forward_time: 37.4561958313, propagate_backward_time: 55.1055030823, weight_update_time: 0.1200844720, other_time: 1.7733917236
epoch time: 8.0342283249s, input_fired_time: 0.1374534220, output_fired_time: 0.0000000000, propagate_forward_time: 7.6003875732, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2963871956
validation[          , genome  6982] predictions:    9793/  10000 (97.93%), best:    9811/10000 (98.11%), error:       683.55255, best error:       642.94672 on epoch:    39, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 95.5826416016s, input_fired_time: 1.1011908054, output_fired_time: 0.8770245314, propagate_forward_time: 37.1350517273, propagate_backward_time: 54.6729393005, weight_update_time: 0.1206981838, other_time: 1.7964401245
epoch time: 8.2102108002s, input_fired_time: 0.1392777711, output_fired_time: 0.0000000000, propagate_forward_time: 7.7769212723, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2940120697
validation[          , genome  6982] predictions:    9777/  10000 (97.77%), best:    9811/10000 (98.11%), error:       694.74426, best error:       642.94672 on epoch:    39, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 96.3704910278s, input_fired_time: 1.1051889658, output_fired_time: 0.8898311853, propagate_forward_time: 37.4882926941, propagate_backward_time: 55.0785598755, weight_update_time: 0.1213195473, other_time: 1.8086204529
epoch time: 7.6520276070s, input_fired_time: 0.1334523559, output_fired_time: 0.0000000000, propagate_forward_time: 7.2243189812, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2942562103
validation[          , genome  6982] predictions:    9798/  10000 (97.98%), best:    9811/10000 (98.11%), error:       655.03394, best error:       642.94672 on epoch:    39, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 97.6882781982s, input_fired_time: 1.1137653589, output_fired_time: 0.8877827525, propagate_forward_time: 38.3668785095, propagate_backward_time: 55.5224647522, weight_update_time: 0.1211173460, other_time: 1.7973937988
epoch time: 8.1924591064s, input_fired_time: 0.1400866657, output_fired_time: 0.0000000000, propagate_forward_time: 7.7483353615, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3040366173
validation[          , genome  6982] predictions:    9790/  10000 (97.90%), best:    9811/10000 (98.11%), error:       678.12714, best error:       642.94672 on epoch:    39, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 98.4211654663s, input_fired_time: 1.1201245785, output_fired_time: 0.8995457292, propagate_forward_time: 38.6463890076, propagate_backward_time: 55.9491806030, weight_update_time: 0.1198232844, other_time: 1.8059272766
epoch time: 8.2408609390s, input_fired_time: 0.1396522224, output_fired_time: 0.0000000000, propagate_forward_time: 7.7994551659, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3017535210
validation[          , genome  6982] predictions:    9781/  10000 (97.81%), best:    9811/10000 (98.11%), error:       747.98706, best error:       642.94672 on epoch:    39, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 95.9632339478s, input_fired_time: 1.1017848253, output_fired_time: 0.8776230216, propagate_forward_time: 37.3928756714, propagate_backward_time: 54.8078575134, weight_update_time: 0.1199511737, other_time: 1.7830924988
epoch time: 8.2454004288s, input_fired_time: 0.1387038380, output_fired_time: 0.0000000000, propagate_forward_time: 7.8039999008, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3026962280
validation[          , genome  6982] predictions:    9760/  10000 (97.60%), best:    9811/10000 (98.11%), error:       754.52869, best error:       642.94672 on epoch:    39, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 96.8097381592s, input_fired_time: 1.1051477194, output_fired_time: 0.8843789101, propagate_forward_time: 37.8059196472, propagate_backward_time: 55.2185249329, weight_update_time: 0.1192705929, other_time: 1.7957687378
epoch time: 7.9176282883s, input_fired_time: 0.1364033371, output_fired_time: 0.0000000000, propagate_forward_time: 7.4848217964, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2964029312
validation[          , genome  6982] predictions:    9804/  10000 (98.04%), best:    9811/10000 (98.11%), error:       669.98010, best error:       642.94672 on epoch:    39, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 95.5122909546s, input_fired_time: 1.0997916460, output_fired_time: 0.8767070770, propagate_forward_time: 37.0796775818, propagate_backward_time: 54.6491775513, weight_update_time: 0.1180931553, other_time: 1.8069343567
epoch time: 8.0408220291s, input_fired_time: 0.1372895092, output_fired_time: 0.0000000000, propagate_forward_time: 7.5996613503, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3038711548
validation[          , genome  6982] predictions:    9806/  10000 (98.06%), best:    9811/10000 (98.11%), error:       643.24200, best error:       642.94672 on epoch:    39, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 97.2051162720s, input_fired_time: 1.1121271849, output_fired_time: 0.8918379545, propagate_forward_time: 37.9105339050, propagate_backward_time: 55.4836196899, weight_update_time: 0.1210045293, other_time: 1.8069953918
epoch time: 7.5161409378s, input_fired_time: 0.1323315799, output_fired_time: 0.0000000000, propagate_forward_time: 7.0980734825, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2857360840
validation[          , genome  6982] predictions:    9803/  10000 (98.03%), best:    9811/10000 (98.11%), error:       661.53473, best error:       642.94672 on epoch:    39, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 97.3645858765s, input_fired_time: 1.1135094166, output_fired_time: 0.8867779374, propagate_forward_time: 38.2715721130, propagate_backward_time: 55.2907066345, weight_update_time: 0.1215083301, other_time: 1.8020172119
epoch time: 7.8580136299s, input_fired_time: 0.1364654601, output_fired_time: 0.0000000000, propagate_forward_time: 7.4150958061, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3064522743
validation[          , genome  6982] predictions:    9769/  10000 (97.69%), best:    9811/10000 (98.11%), error:       721.75458, best error:       642.94672 on epoch:    39, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 97.5242156982s, input_fired_time: 1.1178454161, output_fired_time: 0.8985649347, propagate_forward_time: 38.0419540405, propagate_backward_time: 55.6285438538, weight_update_time: 0.1230038628, other_time: 1.8373069763
epoch time: 8.2523841858s, input_fired_time: 0.1418702602, output_fired_time: 0.0000000000, propagate_forward_time: 7.7999358177, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3105778694
validation[          , genome  6982] predictions:    9802/  10000 (98.02%), best:    9811/10000 (98.11%), error:       655.06580, best error:       642.94672 on epoch:    39, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 96.0340728760s, input_fired_time: 1.1043103933, output_fired_time: 0.8750860095, propagate_forward_time: 37.2898101807, propagate_backward_time: 54.9845581055, weight_update_time: 0.1172604561, other_time: 1.7803115845
epoch time: 7.7885856628s, input_fired_time: 0.1362286061, output_fired_time: 0.0000000000, propagate_forward_time: 7.3556132317, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2967438698
validation[          , genome  6982] predictions:    9784/  10000 (97.84%), best:    9811/10000 (98.11%), error:       704.00616, best error:       642.94672 on epoch:    39, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 95.5258483887s, input_fired_time: 1.1047222614, output_fired_time: 0.8724058270, propagate_forward_time: 37.1417579651, propagate_backward_time: 54.5948410034, weight_update_time: 0.1197149456, other_time: 1.8121223450
epoch time: 7.9732499123s, input_fired_time: 0.1375300288, output_fired_time: 0.0000000000, propagate_forward_time: 7.5365056992, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2992143631
validation[          , genome  6982] predictions:    9775/  10000 (97.75%), best:    9811/10000 (98.11%), error:       759.32959, best error:       642.94672 on epoch:    39, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 98.1998519897s, input_fired_time: 1.1226658821, output_fired_time: 0.8987010121, propagate_forward_time: 38.4519844055, propagate_backward_time: 55.9107551575, weight_update_time: 0.1210115477, other_time: 1.8157424927
epoch time: 8.0206451416s, input_fired_time: 0.1390508413, output_fired_time: 0.0000000000, propagate_forward_time: 7.5806665421, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3009276390
validation[          , genome  6982] predictions:    9806/  10000 (98.06%), best:    9811/10000 (98.11%), error:       647.83020, best error:       642.94672 on epoch:    39, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 95.1234817505s, input_fired_time: 1.0979968309, output_fired_time: 0.8673649430, propagate_forward_time: 37.0594062805, propagate_backward_time: 54.2825393677, weight_update_time: 0.1186779290, other_time: 1.8161735535
epoch time: 8.3739156723s, input_fired_time: 0.1404892653, output_fired_time: 0.0000000000, propagate_forward_time: 7.9323854446, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3010406494
validation[          , genome  6982] predictions:    9745/  10000 (97.45%), best:    9811/10000 (98.11%), error:       797.83954, best error:       642.94672 on epoch:    39, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 96.7377319336s, input_fired_time: 1.1105201244, output_fired_time: 0.8891771436, propagate_forward_time: 37.5840873718, propagate_backward_time: 55.3511047363, weight_update_time: 0.1198105887, other_time: 1.8028450012
epoch time: 7.9838738441s, input_fired_time: 0.1344788224, output_fired_time: 0.0000000000, propagate_forward_time: 7.5527238846, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2966709137
validation[          , genome  6982] predictions:    9780/  10000 (97.80%), best:    9811/10000 (98.11%), error:       749.11694, best error:       642.94672 on epoch:    39, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 97.6705856323s, input_fired_time: 1.1149708033, output_fired_time: 0.8980430365, propagate_forward_time: 37.9944992065, propagate_backward_time: 55.8618774414, weight_update_time: 0.1212165952, other_time: 1.8012008667
epoch time: 7.8811206818s, input_fired_time: 0.1353453994, output_fired_time: 0.0000000000, propagate_forward_time: 7.4510335922, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2947416306
validation[          , genome  6982] predictions:    9789/  10000 (97.89%), best:    9811/10000 (98.11%), error:       688.23541, best error:       642.94672 on epoch:    39, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 95.9368972778s, input_fired_time: 1.1022583246, output_fired_time: 0.8778775334, propagate_forward_time: 37.3170890808, propagate_backward_time: 54.8396377563, weight_update_time: 0.1200778857, other_time: 1.8000373840
epoch time: 7.7795743942s, input_fired_time: 0.1355955750, output_fired_time: 0.0000000000, propagate_forward_time: 7.3387017250, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3052768707
validation[          , genome  6982] predictions:    9803/  10000 (98.03%), best:    9811/10000 (98.11%), error:       677.80353, best error:       642.94672 on epoch:    39, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 96.5014724731s, input_fired_time: 1.1093120575, output_fired_time: 0.8810101151, propagate_forward_time: 37.5818290710, propagate_backward_time: 55.1336135864, weight_update_time: 0.1197892427, other_time: 1.7957038879
epoch time: 7.8678016663s, input_fired_time: 0.1352630258, output_fired_time: 0.0000000000, propagate_forward_time: 7.4389762878, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2935624123
validation[          , genome  6982] predictions:    9744/  10000 (97.44%), best:    9811/10000 (98.11%), error:       789.76385, best error:       642.94672 on epoch:    39, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 97.5224838257s, input_fired_time: 1.1189482212, output_fired_time: 0.8952686191, propagate_forward_time: 37.9254531860, propagate_backward_time: 55.7255554199, weight_update_time: 0.1229249090, other_time: 1.8572540283
epoch time: 8.5774898529s, input_fired_time: 0.1387473047, output_fired_time: 0.0000000000, propagate_forward_time: 8.1210584641, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3176841736
validation[          , genome  6982] predictions:    9806/  10000 (98.06%), best:    9806/10000 (98.06%), error:       640.88947, best error:       640.88947 on epoch:    96, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 96.6096878052s, input_fired_time: 1.1108580828, output_fired_time: 0.8831505179, propagate_forward_time: 37.6131477356, propagate_backward_time: 55.1479873657, weight_update_time: 0.1209420711, other_time: 1.8545494080
epoch time: 7.9244256020s, input_fired_time: 0.1403352916, output_fired_time: 0.0000000000, propagate_forward_time: 7.4632072449, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3208832741
validation[          , genome  6982] predictions:    9793/  10000 (97.93%), best:    9806/10000 (98.06%), error:       686.53412, best error:       640.88947 on epoch:    96, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 98.5017547607s, input_fired_time: 1.1325467825, output_fired_time: 0.9050894976, propagate_forward_time: 38.4887619019, propagate_backward_time: 56.0890464783, weight_update_time: 0.1229770109, other_time: 1.8863105774
epoch time: 7.7011499405s, input_fired_time: 0.1370768696, output_fired_time: 0.0000000000, propagate_forward_time: 7.2490262985, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3150467873
validation[          , genome  6982] predictions:    9800/  10000 (98.00%), best:    9806/10000 (98.06%), error:       691.19312, best error:       640.88947 on epoch:    96, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 98.6444320679s, input_fired_time: 1.1312824488, output_fired_time: 0.9058716893, propagate_forward_time: 38.4450683594, propagate_backward_time: 56.2649192810, weight_update_time: 0.1242494732, other_time: 1.8972969055
epoch time: 8.1411886215s, input_fired_time: 0.1415604055, output_fired_time: 0.0000000000, propagate_forward_time: 7.6841387749, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3154892921
validation[          , genome  6982] predictions:    9765/  10000 (97.65%), best:    9806/10000 (98.06%), error:       806.45050, best error:       640.88947 on epoch:    96, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 96.1525878906s, input_fired_time: 1.1176298857, output_fired_time: 0.8817021847, propagate_forward_time: 37.3886489868, propagate_backward_time: 54.9095268250, weight_update_time: 0.1188231707, other_time: 1.8550834656
epoch time: 7.5248165131s, input_fired_time: 0.1345156878, output_fired_time: 0.0000000000, propagate_forward_time: 7.0736083984, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3166923523
validation[          , genome  6982] predictions:    9783/  10000 (97.83%), best:    9806/10000 (98.06%), error:       689.81805, best error:       640.88947 on epoch:    96, 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: 40.6036872864s, input_fired_time: 0.6967234612, output_fired_time: 0.0000000000, propagate_forward_time: 38.2074165344, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6995468140
best training[          , genome  6982] predictions:   49766/  50000 (99.53%), best:    9806/10000 (98.06%), error:      1092.43469, best error:       640.88947 on epoch:    96, 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: 8.2176465988s, input_fired_time: 0.1393546164, output_fired_time: 0.0000000000, propagate_forward_time: 7.7500576973, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3282341957
   testing[          , genome  6982] predictions:    9793/  10000 (97.93%), best:    9806/10000 (98.06%), error:       622.15881, best error:       640.88947 on epoch:    96, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
13:27:03 (6296): called boinc_finish(0)

</stderr_txt>
]]>