Nameexact_genome_1512568488_41_6499_2
Workunit2603811
Created7 Dec 2017, 20:23:38 UTC
Sent7 Dec 2017, 20:33:08 UTC
Report deadline14 Dec 2017, 12:55:31 UTC
Received9 Dec 2017, 3:43:30 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID49051
Run time3 hours 20 min 28 sec
CPU time3 hours 20 min 3 sec
Validate stateValid
Credit1,670.56
Device peak FLOPS1.56 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size152.51 MB
Peak swap size157.32 MB
Peak disk usage1.67 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
.2893838882, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5115461349
validation[          , genome  6499] predictions:    9689/  10000 (96.89%), best:    9689/10000 (96.89%), error:      1098.99036, best error:      1098.99036 on epoch:    14, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 109.5584106445s, input_fired_time: 1.1985287666, output_fired_time: 1.1132979393, propagate_forward_time: 41.3037834167, propagate_backward_time: 63.1048965454, weight_update_time: 0.1390923411, other_time: 2.8378982544
epoch time: 8.9139251709s, input_fired_time: 0.1489505619, output_fired_time: 0.0000000000, propagate_forward_time: 8.2506408691, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5143337250
validation[          , genome  6499] predictions:    9535/  10000 (95.35%), best:    9689/10000 (96.89%), error:      1520.94055, best error:      1098.99036 on epoch:    14, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 109.7977371216s, input_fired_time: 1.1968398094, output_fired_time: 1.1139849424, propagate_forward_time: 41.3598899841, propagate_backward_time: 63.3023910522, weight_update_time: 0.1391676217, other_time: 2.8246383667
epoch time: 8.8901262283s, input_fired_time: 0.1506632268, output_fired_time: 0.0000000000, propagate_forward_time: 8.2361555099, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5033073425
validation[          , genome  6499] predictions:    9638/  10000 (96.38%), best:    9689/10000 (96.89%), error:      1237.52722, best error:      1098.99036 on epoch:    14, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 109.8704147339s, input_fired_time: 1.2015280724, output_fired_time: 1.1197364330, propagate_forward_time: 41.3897705078, propagate_backward_time: 63.3125648499, weight_update_time: 0.1395961791, other_time: 2.8468132019
epoch time: 8.9223785400s, input_fired_time: 0.1497175694, output_fired_time: 0.0000000000, propagate_forward_time: 8.2667436600, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5059175491
validation[          , genome  6499] predictions:    9643/  10000 (96.43%), best:    9689/10000 (96.89%), error:      1176.19263, best error:      1098.99036 on epoch:    14, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 108.8708496094s, input_fired_time: 1.1998682022, output_fired_time: 1.1057403088, propagate_forward_time: 41.0136642456, propagate_backward_time: 62.6988792419, weight_update_time: 0.1393662989, other_time: 2.8526954651
epoch time: 9.0044641495s, input_fired_time: 0.1502316147, output_fired_time: 0.0000000000, propagate_forward_time: 8.3421163559, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5121164322
validation[          , genome  6499] predictions:    9666/  10000 (96.66%), best:    9666/10000 (96.66%), error:      1082.98889, best error:      1082.98889 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 108.9935073853s, input_fired_time: 1.1986660957, output_fired_time: 1.1109701395, propagate_forward_time: 41.0433921814, propagate_backward_time: 62.7969017029, weight_update_time: 0.1390764564, other_time: 2.8435707092
epoch time: 8.9381170273s, input_fired_time: 0.1492844075, output_fired_time: 0.0000000000, propagate_forward_time: 8.2845735550, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5042591095
validation[          , genome  6499] predictions:    9646/  10000 (96.46%), best:    9666/10000 (96.66%), error:      1160.59692, best error:      1082.98889 on epoch:    18, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 109.0524139404s, input_fired_time: 1.2014286518, output_fired_time: 1.1077067852, propagate_forward_time: 41.0051994324, propagate_backward_time: 62.8601531982, weight_update_time: 0.1401010305, other_time: 2.8779296875
epoch time: 8.8276519775s, input_fired_time: 0.1480678320, output_fired_time: 0.0000000000, propagate_forward_time: 8.1828441620, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4967403412
validation[          , genome  6499] predictions:    9650/  10000 (96.50%), best:    9666/10000 (96.66%), error:      1201.05420, best error:      1082.98889 on epoch:    18, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 109.9079895020s, input_fired_time: 1.2067143917, output_fired_time: 1.1148202419, propagate_forward_time: 41.4824256897, propagate_backward_time: 63.2184715271, weight_update_time: 0.1409406960, other_time: 2.8855628967
epoch time: 8.9519634247s, input_fired_time: 0.1509478688, output_fired_time: 0.0000000000, propagate_forward_time: 8.2862482071, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5147676468
validation[          , genome  6499] predictions:    9662/  10000 (96.62%), best:    9666/10000 (96.66%), error:      1116.55823, best error:      1082.98889 on epoch:    18, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 109.9057846069s, input_fired_time: 1.2078610659, output_fired_time: 1.1164584160, propagate_forward_time: 41.4095497131, propagate_backward_time: 63.3171615601, weight_update_time: 0.1400773972, other_time: 2.8547592163
epoch time: 8.9869098663s, input_fired_time: 0.1509857625, output_fired_time: 0.0000000000, propagate_forward_time: 8.3219518661, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5139722824
validation[          , genome  6499] predictions:    9658/  10000 (96.58%), best:    9666/10000 (96.66%), error:      1122.94006, best error:      1082.98889 on epoch:    18, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 108.9279861450s, input_fired_time: 1.2029458284, output_fired_time: 1.1126374006, propagate_forward_time: 41.0340766907, propagate_backward_time: 62.7168846130, weight_update_time: 0.1399161369, other_time: 2.8614387512
epoch time: 8.9433803558s, input_fired_time: 0.1509959847, output_fired_time: 0.0000000000, propagate_forward_time: 8.2767801285, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5156040192
validation[          , genome  6499] predictions:    9660/  10000 (96.60%), best:    9666/10000 (96.66%), error:      1120.48022, best error:      1082.98889 on epoch:    18, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 107.1859130859s, input_fired_time: 1.1906491518, output_fired_time: 1.0905816555, propagate_forward_time: 40.2449951172, propagate_backward_time: 61.8211364746, weight_update_time: 0.1383550912, other_time: 2.8385467529
epoch time: 8.8694152832s, input_fired_time: 0.1503836662, output_fired_time: 0.0000000000, propagate_forward_time: 8.2081737518, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5108575821
validation[          , genome  6499] predictions:    9559/  10000 (95.59%), best:    9666/10000 (96.66%), error:      1434.10522, best error:      1082.98889 on epoch:    18, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 109.4079284668s, input_fired_time: 1.2092094421, output_fired_time: 1.1115928888, propagate_forward_time: 41.2740097046, propagate_backward_time: 62.9641380310, weight_update_time: 0.1395035237, other_time: 2.8489723206
epoch time: 8.9688720703s, input_fired_time: 0.1511137635, output_fired_time: 0.0000000000, propagate_forward_time: 8.3089542389, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5088043213
validation[          , genome  6499] predictions:    9692/  10000 (96.92%), best:    9692/10000 (96.92%), error:      1027.34497, best error:      1027.34497 on epoch:    25, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 109.7031097412s, input_fired_time: 1.2039473057, output_fired_time: 1.1108875275, propagate_forward_time: 41.3504409790, propagate_backward_time: 63.1997299194, weight_update_time: 0.1398040056, other_time: 2.8381042480
epoch time: 8.8864278793s, input_fired_time: 0.1493621916, output_fired_time: 0.0000000000, propagate_forward_time: 8.2281856537, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5088796616
validation[          , genome  6499] predictions:    9669/  10000 (96.69%), best:    9692/10000 (96.92%), error:      1130.62146, best error:      1027.34497 on epoch:    25, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 109.3449172974s, input_fired_time: 1.2079131603, output_fired_time: 1.1108309031, propagate_forward_time: 41.1675338745, propagate_backward_time: 62.9891242981, weight_update_time: 0.1398086548, other_time: 2.8695106506
epoch time: 8.9957437515s, input_fired_time: 0.1526421160, output_fired_time: 0.0000000000, propagate_forward_time: 8.3226613998, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5204401016
validation[          , genome  6499] predictions:    9682/  10000 (96.82%), best:    9692/10000 (96.92%), error:      1044.36292, best error:      1027.34497 on epoch:    25, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 109.8731765747s, input_fired_time: 1.2080229521, output_fired_time: 1.1166998148, propagate_forward_time: 41.4135208130, propagate_backward_time: 63.3065147400, weight_update_time: 0.1396155655, other_time: 2.8284187317
epoch time: 8.9429473877s, input_fired_time: 0.1527434587, output_fired_time: 0.0000000000, propagate_forward_time: 8.2763051987, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5138988495
validation[          , genome  6499] predictions:    9671/  10000 (96.71%), best:    9692/10000 (96.92%), error:      1045.49780, best error:      1027.34497 on epoch:    25, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 109.1059417725s, input_fired_time: 1.2032026052, output_fired_time: 1.1109445095, propagate_forward_time: 41.1640853882, propagate_backward_time: 62.7950096130, weight_update_time: 0.1391707808, other_time: 2.8326988220
epoch time: 8.7500820160s, input_fired_time: 0.1489146948, output_fired_time: 0.0000000000, propagate_forward_time: 8.0989074707, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5022602081
validation[          , genome  6499] predictions:    9570/  10000 (95.70%), best:    9692/10000 (96.92%), error:      1583.70581, best error:      1027.34497 on epoch:    25, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 108.7234954834s, input_fired_time: 1.1994671822, output_fired_time: 1.1070142984, propagate_forward_time: 40.9107666016, propagate_backward_time: 62.6999664307, weight_update_time: 0.1382014751, other_time: 2.8062744141
epoch time: 8.9016838074s, input_fired_time: 0.1507133543, output_fired_time: 0.0000000000, propagate_forward_time: 8.2492980957, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5016727448
validation[          , genome  6499] predictions:    9602/  10000 (96.02%), best:    9692/10000 (96.92%), error:      1314.73096, best error:      1027.34497 on epoch:    25, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 109.0079269409s, input_fired_time: 1.2047544718, output_fired_time: 1.1062067747, propagate_forward_time: 41.0814018250, propagate_backward_time: 62.8068542480, weight_update_time: 0.1383817047, other_time: 2.8087005615
epoch time: 8.9667320251s, input_fired_time: 0.1518034339, output_fired_time: 0.0000000000, propagate_forward_time: 8.3082847595, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5066442490
validation[          , genome  6499] predictions:    9677/  10000 (96.77%), best:    9692/10000 (96.92%), error:      1076.62280, best error:      1027.34497 on epoch:    25, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 109.4596939087s, input_fired_time: 1.2073715925, output_fired_time: 1.1074917316, propagate_forward_time: 41.2427291870, propagate_backward_time: 63.0691947937, weight_update_time: 0.1384789795, other_time: 2.8329048157
epoch time: 8.9617137909s, input_fired_time: 0.1524418741, output_fired_time: 0.0000000000, propagate_forward_time: 8.3098220825, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4994497299
validation[          , genome  6499] predictions:    9652/  10000 (96.52%), best:    9692/10000 (96.92%), error:      1137.52393, best error:      1027.34497 on epoch:    25, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 109.3206939697s, input_fired_time: 1.2113052607, output_fired_time: 1.1087017059, propagate_forward_time: 41.2633590698, propagate_backward_time: 62.9015579224, weight_update_time: 0.1388481259, other_time: 2.8357696533
epoch time: 8.9404535294s, input_fired_time: 0.1513247341, output_fired_time: 0.0000000000, propagate_forward_time: 8.2758121490, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5133171082
validation[          , genome  6499] predictions:    9624/  10000 (96.24%), best:    9692/10000 (96.92%), error:      1252.26770, best error:      1027.34497 on epoch:    25, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 109.2138442993s, input_fired_time: 1.2115224600, output_fired_time: 1.1063617468, propagate_forward_time: 41.2108650208, propagate_backward_time: 62.8461189270, weight_update_time: 0.1391425282, other_time: 2.8389701843
epoch time: 8.9314880371s, input_fired_time: 0.1512156576, output_fired_time: 0.0000000000, propagate_forward_time: 8.2786989212, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5015735626
validation[          , genome  6499] predictions:    9644/  10000 (96.44%), best:    9692/10000 (96.92%), error:      1176.70276, best error:      1027.34497 on epoch:    25, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 109.6959762573s, input_fired_time: 1.2089933157, output_fired_time: 1.1119470596, propagate_forward_time: 41.3225555420, propagate_backward_time: 63.2474632263, weight_update_time: 0.1379433870, other_time: 2.8050193787
epoch time: 8.9557685852s, input_fired_time: 0.1510661691, output_fired_time: 0.0000000000, propagate_forward_time: 8.3036479950, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5010547638
validation[          , genome  6499] predictions:    9583/  10000 (95.83%), best:    9692/10000 (96.92%), error:      1369.27466, best error:      1027.34497 on epoch:    25, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 109.2891845703s, input_fired_time: 1.2034587860, output_fired_time: 1.1067539454, propagate_forward_time: 41.2268676758, propagate_backward_time: 62.9429054260, weight_update_time: 0.1381896585, other_time: 2.8092002869
epoch time: 8.9314537048s, input_fired_time: 0.1513498276, output_fired_time: 0.0000000000, propagate_forward_time: 8.2815780640, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4985256195
validation[          , genome  6499] predictions:    9705/  10000 (97.05%), best:    9705/10000 (97.05%), error:       997.92279, best error:       997.92279 on epoch:    36, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 109.5836486816s, input_fired_time: 1.2058016062, output_fired_time: 1.1156150103, propagate_forward_time: 41.3096504211, propagate_backward_time: 63.1503715515, weight_update_time: 0.1385573149, other_time: 2.8022041321
epoch time: 8.8974561691s, input_fired_time: 0.1496673524, output_fired_time: 0.0000000000, propagate_forward_time: 8.2463092804, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5014791489
validation[          , genome  6499] predictions:    9673/  10000 (96.73%), best:    9705/10000 (97.05%), error:      1112.82288, best error:       997.92279 on epoch:    36, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 109.2222518921s, input_fired_time: 1.2109878063, output_fired_time: 1.1052943468, propagate_forward_time: 41.1974830627, propagate_backward_time: 62.8604888916, weight_update_time: 0.1391379237, other_time: 2.8479919434
epoch time: 8.7964925766s, input_fired_time: 0.1490237415, output_fired_time: 0.0000000000, propagate_forward_time: 8.1481056213, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4993629456
validation[          , genome  6499] predictions:    9700/  10000 (97.00%), best:    9705/10000 (97.05%), error:      1013.12860, best error:       997.92279 on epoch:    36, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 108.8396759033s, input_fired_time: 1.2072284222, output_fired_time: 1.1073515415, propagate_forward_time: 40.8402175903, propagate_backward_time: 62.8420753479, weight_update_time: 0.1386643499, other_time: 2.8428001404
epoch time: 8.5655803680s, input_fired_time: 0.1521234214, output_fired_time: 0.0000000000, propagate_forward_time: 7.9058289528, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5076279640
validation[          , genome  6499] predictions:    9609/  10000 (96.09%), best:    9705/10000 (97.05%), error:      1261.05481, best error:       997.92279 on epoch:    36, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 108.3014831543s, input_fired_time: 1.1989228725, output_fired_time: 1.0994641781, propagate_forward_time: 40.6845779419, propagate_backward_time: 62.5172500610, weight_update_time: 0.1378517747, other_time: 2.8012695313
epoch time: 8.9985532761s, input_fired_time: 0.1519985199, output_fired_time: 0.0000000000, propagate_forward_time: 8.3357982635, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5107564926
validation[          , genome  6499] predictions:    9689/  10000 (96.89%), best:    9689/10000 (96.89%), error:       992.82172, best error:       992.82172 on epoch:    40, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 109.7555465698s, input_fired_time: 1.2111300230, output_fired_time: 1.1139686108, propagate_forward_time: 41.3692855835, propagate_backward_time: 63.2574691772, weight_update_time: 0.1383581460, other_time: 2.8036956787
epoch time: 8.9299602509s, input_fired_time: 0.1521572024, output_fired_time: 0.0000000000, propagate_forward_time: 8.2721557617, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5056476593
validation[          , genome  6499] predictions:    9685/  10000 (96.85%), best:    9689/10000 (96.89%), error:      1040.48596, best error:       992.82172 on epoch:    40, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 108.1778106689s, input_fired_time: 1.2027043104, output_fired_time: 1.1000394821, propagate_forward_time: 40.6056861877, propagate_backward_time: 62.4541511536, weight_update_time: 0.1372496933, other_time: 2.8152275085
epoch time: 8.9537372589s, input_fired_time: 0.1515765935, output_fired_time: 0.0000000000, propagate_forward_time: 8.2960338593, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5061264038
validation[          , genome  6499] predictions:    9663/  10000 (96.63%), best:    9689/10000 (96.89%), error:      1122.62146, best error:       992.82172 on epoch:    40, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 109.7897415161s, input_fired_time: 1.2098187208, output_fired_time: 1.1112084389, propagate_forward_time: 41.3872146606, propagate_backward_time: 63.2742767334, weight_update_time: 0.1390242428, other_time: 2.8072280884
epoch time: 8.4766063690s, input_fired_time: 0.1476751268, output_fired_time: 0.0000000000, propagate_forward_time: 7.8318877220, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4970431328
validation[          , genome  6499] predictions:    9683/  10000 (96.83%), best:    9689/10000 (96.89%), error:      1069.73035, best error:       992.82172 on epoch:    40, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 109.8062286377s, input_fired_time: 1.2142857313, output_fired_time: 1.1134350300, propagate_forward_time: 41.4463500977, propagate_backward_time: 63.2028808594, weight_update_time: 0.1389458925, other_time: 2.8292770386
epoch time: 8.9394035339s, input_fired_time: 0.1523077190, output_fired_time: 0.0000000000, propagate_forward_time: 8.2886981964, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4983978271
validation[          , genome  6499] predictions:    9717/  10000 (97.17%), best:    9717/10000 (97.17%), error:       956.02698, best error:       956.02698 on epoch:    44, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 109.4980239868s, input_fired_time: 1.2142412663, output_fired_time: 1.1106265783, propagate_forward_time: 41.1756019592, propagate_backward_time: 63.1736907959, weight_update_time: 0.1387642175, other_time: 2.8238677979
epoch time: 8.9879045486s, input_fired_time: 0.1515714377, output_fired_time: 0.0000000000, propagate_forward_time: 8.3368711472, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4994621277
validation[          , genome  6499] predictions:    9630/  10000 (96.30%), best:    9717/10000 (97.17%), error:      1237.21130, best error:       956.02698 on epoch:    44, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 109.7023391724s, input_fired_time: 1.2178988457, output_fired_time: 1.1150557995, propagate_forward_time: 41.5081214905, propagate_backward_time: 63.0480155945, weight_update_time: 0.1382828504, other_time: 2.8132514954
epoch time: 9.0070018768s, input_fired_time: 0.1531832367, output_fired_time: 0.0000000000, propagate_forward_time: 8.3528890610, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5009298325
validation[          , genome  6499] predictions:    9663/  10000 (96.63%), best:    9717/10000 (97.17%), error:      1028.59888, best error:       956.02698 on epoch:    44, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 109.7755584717s, input_fired_time: 1.2143404484, output_fired_time: 1.1138273478, propagate_forward_time: 41.3381233215, propagate_backward_time: 63.2922630310, weight_update_time: 0.1387846321, other_time: 2.8170051575
epoch time: 8.8766641617s, input_fired_time: 0.1518151611, output_fired_time: 0.0000000000, propagate_forward_time: 8.2260036469, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4988451004
validation[          , genome  6499] predictions:    9699/  10000 (96.99%), best:    9717/10000 (97.17%), error:      1017.82849, best error:       956.02698 on epoch:    44, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 109.4528350830s, input_fired_time: 1.2143707275, output_fired_time: 1.1097543240, propagate_forward_time: 41.2260665894, propagate_backward_time: 63.0756340027, weight_update_time: 0.1388783008, other_time: 2.8270072937
epoch time: 8.9398212433s, input_fired_time: 0.1530926228, output_fired_time: 0.0000000000, propagate_forward_time: 8.2818994522, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5048294067
validation[          , genome  6499] predictions:    9693/  10000 (96.93%), best:    9717/10000 (97.17%), error:      1019.85010, best error:       956.02698 on epoch:    44, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 109.7138824463s, input_fired_time: 1.2213742733, output_fired_time: 1.1147743464, propagate_forward_time: 41.3735198975, propagate_backward_time: 63.1814613342, weight_update_time: 0.1388916671, other_time: 2.8227500916
epoch time: 8.9709463120s, input_fired_time: 0.1530869752, output_fired_time: 0.0000000000, propagate_forward_time: 8.3139066696, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5039529800
validation[          , genome  6499] predictions:    9678/  10000 (96.78%), best:    9717/10000 (97.17%), error:      1112.74194, best error:       956.02698 on epoch:    44, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 108.8475112915s, input_fired_time: 1.2143925428, output_fired_time: 1.1002504826, propagate_forward_time: 41.0001144409, propagate_backward_time: 62.7051277161, weight_update_time: 0.1386832893, other_time: 2.8276252747
epoch time: 9.0131282806s, input_fired_time: 0.1532922834, output_fired_time: 0.0000000000, propagate_forward_time: 8.3550300598, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5048055649
validation[          , genome  6499] predictions:    9682/  10000 (96.82%), best:    9717/10000 (97.17%), error:      1030.57739, best error:       956.02698 on epoch:    44, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 109.2685623169s, input_fired_time: 1.2116875648, output_fired_time: 1.1115415096, propagate_forward_time: 41.0592041016, propagate_backward_time: 63.0951385498, weight_update_time: 0.1378876567, other_time: 2.7909927368
epoch time: 8.9423055649s, input_fired_time: 0.1540879160, output_fired_time: 0.0000000000, propagate_forward_time: 8.2723598480, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5158576965
validation[          , genome  6499] predictions:    9662/  10000 (96.62%), best:    9717/10000 (97.17%), error:      1107.25928, best error:       956.02698 on epoch:    44, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 109.6355514526s, input_fired_time: 1.2201400995, output_fired_time: 1.1096467972, propagate_forward_time: 41.3069152832, propagate_backward_time: 63.1623840332, weight_update_time: 0.1393064111, other_time: 2.8364639282
epoch time: 8.9802999496s, input_fired_time: 0.1541740000, output_fired_time: 0.0000000000, propagate_forward_time: 8.3230609894, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5030651093
validation[          , genome  6499] predictions:    9595/  10000 (95.95%), best:    9717/10000 (97.17%), error:      1297.77600, best error:       956.02698 on epoch:    44, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 109.9156494141s, input_fired_time: 1.2179491520, output_fired_time: 1.1159824133, propagate_forward_time: 41.4676322937, propagate_backward_time: 63.3088684082, weight_update_time: 0.1388020217, other_time: 2.8052215576
epoch time: 8.8110494614s, input_fired_time: 0.1517711580, output_fired_time: 0.0000000000, propagate_forward_time: 8.1564655304, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5028123856
validation[          , genome  6499] predictions:    9703/  10000 (97.03%), best:    9717/10000 (97.17%), error:      1053.21350, best error:       956.02698 on epoch:    44, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 109.3475418091s, input_fired_time: 1.2172549963, output_fired_time: 1.1135798693, propagate_forward_time: 41.1283836365, propagate_backward_time: 63.0807113647, weight_update_time: 0.1383202672, other_time: 2.8076095581
epoch time: 8.9668388367s, input_fired_time: 0.1537100971, output_fired_time: 0.0000000000, propagate_forward_time: 8.3137893677, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4993391037
validation[          , genome  6499] predictions:    9690/  10000 (96.90%), best:    9717/10000 (97.17%), error:      1010.03345, best error:       956.02698 on epoch:    44, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 108.7957611084s, input_fired_time: 1.2129381895, output_fired_time: 1.1021987200, propagate_forward_time: 40.9562759399, propagate_backward_time: 62.7197723389, weight_update_time: 0.1383955181, other_time: 2.8045806885
epoch time: 8.8826608658s, input_fired_time: 0.1518899798, output_fired_time: 0.0000000000, propagate_forward_time: 8.2364406586, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4943304062
validation[          , genome  6499] predictions:    9687/  10000 (96.87%), best:    9717/10000 (97.17%), error:      1047.99561, best error:       956.02698 on epoch:    44, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 108.2838211060s, input_fired_time: 1.2144135237, output_fired_time: 1.0988458395, propagate_forward_time: 40.7770500183, propagate_backward_time: 62.3599166870, weight_update_time: 0.1379137337, other_time: 2.8335952759
epoch time: 8.9750232697s, input_fired_time: 0.1535989940, output_fired_time: 0.0000000000, propagate_forward_time: 8.3234233856, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4980010986
validation[          , genome  6499] predictions:    9685/  10000 (96.85%), best:    9717/10000 (97.17%), error:      1056.03796, best error:       956.02698 on epoch:    44, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 110.1902847290s, input_fired_time: 1.2242406607, output_fired_time: 1.1168053150, propagate_forward_time: 41.5568923950, propagate_backward_time: 63.4755020142, weight_update_time: 0.1394256651, other_time: 2.8168411255
epoch time: 9.0061960220s, input_fired_time: 0.1546209455, output_fired_time: 0.0000000000, propagate_forward_time: 8.3495922089, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5019826889
validation[          , genome  6499] predictions:    9705/  10000 (97.05%), best:    9705/10000 (97.05%), error:       932.67871, best error:       932.67871 on epoch:    57, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 109.9127426147s, input_fired_time: 1.2238719463, output_fired_time: 1.1133288145, propagate_forward_time: 41.4477119446, propagate_backward_time: 63.3077621460, weight_update_time: 0.1389223933, other_time: 2.8200759888
epoch time: 8.9646291733s, input_fired_time: 0.1540085971, output_fired_time: 0.0000000000, propagate_forward_time: 8.3119335175, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4986867905
validation[          , genome  6499] predictions:    9719/  10000 (97.19%), best:    9719/10000 (97.19%), error:       922.61853, best error:       922.61853 on epoch:    58, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 109.3071823120s, input_fired_time: 1.2213293314, output_fired_time: 1.1091668606, propagate_forward_time: 41.2304306030, propagate_backward_time: 62.9338111877, weight_update_time: 0.1383822262, other_time: 2.8124427795
epoch time: 8.7708816528s, input_fired_time: 0.1550617814, output_fired_time: 0.0000000000, propagate_forward_time: 8.1019687653, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5138511658
validation[          , genome  6499] predictions:    9690/  10000 (96.90%), best:    9719/10000 (97.19%), error:      1039.23962, best error:       922.61853 on epoch:    58, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 109.1837310791s, input_fired_time: 1.2203414440, output_fired_time: 1.1084717512, propagate_forward_time: 41.1089515686, propagate_backward_time: 62.9277458191, weight_update_time: 0.1380248219, other_time: 2.8182106018
epoch time: 8.9372062683s, input_fired_time: 0.1544888467, output_fired_time: 0.0000000000, propagate_forward_time: 8.2794618607, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5032558441
validation[          , genome  6499] predictions:    9713/  10000 (97.13%), best:    9719/10000 (97.19%), error:       941.93597, best error:       922.61853 on epoch:    58, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 109.2091827393s, input_fired_time: 1.2227882147, output_fired_time: 1.1124806404, propagate_forward_time: 41.1188049316, propagate_backward_time: 62.9185066223, weight_update_time: 0.1388383955, other_time: 2.8366050720
epoch time: 8.7168035507s, input_fired_time: 0.1539967954, output_fired_time: 0.0000000000, propagate_forward_time: 8.0554141998, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5073928833
validation[          , genome  6499] predictions:    9702/  10000 (97.02%), best:    9719/10000 (97.19%), error:       996.46448, best error:       922.61853 on epoch:    58, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 109.6560745239s, input_fired_time: 1.2240823507, output_fired_time: 1.1105513573, propagate_forward_time: 41.2894783020, propagate_backward_time: 63.2220535278, weight_update_time: 0.1386868656, other_time: 2.8099136353
epoch time: 9.0292634964s, input_fired_time: 0.1546183676, output_fired_time: 0.0000000000, propagate_forward_time: 8.3803405762, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4943046570
validation[          , genome  6499] predictions:    9723/  10000 (97.23%), best:    9719/10000 (97.19%), error:       949.75677, best error:       922.61853 on epoch:    58, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 109.6921920776s, input_fired_time: 1.2264817953, output_fired_time: 1.1119303703, propagate_forward_time: 41.2401008606, propagate_backward_time: 63.2550659180, weight_update_time: 0.1395900249, other_time: 2.8586120605
epoch time: 8.9509820938s, input_fired_time: 0.1547509879, output_fired_time: 0.0000000000, propagate_forward_time: 8.2904071808, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5058240891
validation[          , genome  6499] predictions:    9682/  10000 (96.82%), best:    9719/10000 (97.19%), error:      1057.66357, best error:       922.61853 on epoch:    58, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 109.7627868652s, input_fired_time: 1.2254595757, output_fired_time: 1.1134532690, propagate_forward_time: 41.4082794189, propagate_backward_time: 63.2147026062, weight_update_time: 0.1384139210, other_time: 2.8008918762
epoch time: 9.0209274292s, input_fired_time: 0.1571102291, output_fired_time: 0.0000000000, propagate_forward_time: 8.3488655090, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5149517059
validation[          , genome  6499] predictions:    9698/  10000 (96.98%), best:    9719/10000 (97.19%), error:      1004.94757, best error:       922.61853 on epoch:    58, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 109.2949295044s, input_fired_time: 1.2264705896, output_fired_time: 1.1122055054, propagate_forward_time: 41.1602478027, propagate_backward_time: 62.9752197266, weight_update_time: 0.1380765289, other_time: 2.8207855225
epoch time: 8.9604187012s, input_fired_time: 0.1545195580, output_fired_time: 0.0000000000, propagate_forward_time: 8.3107299805, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4951686859
validation[          , genome  6499] predictions:    9679/  10000 (96.79%), best:    9719/10000 (97.19%), error:      1048.82312, best error:       922.61853 on epoch:    58, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 109.5709991455s, input_fired_time: 1.2291452885, output_fired_time: 1.1106756926, propagate_forward_time: 41.3912239075, propagate_backward_time: 63.0212821960, weight_update_time: 0.1389842927, other_time: 2.8186683655
epoch time: 8.8857336044s, input_fired_time: 0.1546705514, output_fired_time: 0.0000000000, propagate_forward_time: 8.2295932770, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5014696121
validation[          , genome  6499] predictions:    9684/  10000 (96.84%), best:    9719/10000 (97.19%), error:      1007.96387, best error:       922.61853 on epoch:    58, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 109.6756134033s, input_fired_time: 1.2324067354, output_fired_time: 1.1147373915, propagate_forward_time: 41.2889900208, propagate_backward_time: 63.1984977722, weight_update_time: 0.1392065138, other_time: 2.8409767151
epoch time: 8.5747375488s, input_fired_time: 0.1512632221, output_fired_time: 0.0000000000, propagate_forward_time: 7.9257354736, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4977388382
validation[          , genome  6499] predictions:    9730/  10000 (97.30%), best:    9730/10000 (97.30%), error:       901.06030, best error:       901.06030 on epoch:    67, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 107.9316177368s, input_fired_time: 1.2158430815, output_fired_time: 1.0968054533, propagate_forward_time: 40.6669578552, propagate_backward_time: 62.1692771912, weight_update_time: 0.1369901001, other_time: 2.7827339172
epoch time: 8.8891782761s, input_fired_time: 0.1551964283, output_fired_time: 0.0000000000, propagate_forward_time: 8.2267808914, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5072011948
validation[          , genome  6499] predictions:    9676/  10000 (96.76%), best:    9730/10000 (97.30%), error:      1070.93640, best error:       901.06030 on epoch:    67, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 109.1048126221s, input_fired_time: 1.2275624275, output_fired_time: 1.1103653908, propagate_forward_time: 41.1291618347, propagate_backward_time: 62.8136711121, weight_update_time: 0.1385004967, other_time: 2.8240547180
epoch time: 8.9652690887s, input_fired_time: 0.1566325724, output_fired_time: 0.0000000000, propagate_forward_time: 8.3004255295, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5082111359
validation[          , genome  6499] predictions:    9712/  10000 (97.12%), best:    9730/10000 (97.30%), error:       911.42419, best error:       901.06030 on epoch:    67, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 109.3141479492s, input_fired_time: 1.2257529497, output_fired_time: 1.1084218025, propagate_forward_time: 41.1699104309, propagate_backward_time: 62.9785728455, weight_update_time: 0.1390969306, other_time: 2.8314857483
epoch time: 8.9854326248s, input_fired_time: 0.1570037752, output_fired_time: 0.0000000000, propagate_forward_time: 8.3224077225, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5060214996
validation[          , genome  6499] predictions:    9706/  10000 (97.06%), best:    9730/10000 (97.30%), error:       988.49908, best error:       901.06030 on epoch:    67, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 108.8233718872s, input_fired_time: 1.2225861549, output_fired_time: 1.1061328650, propagate_forward_time: 40.9611282349, propagate_backward_time: 62.7408523560, weight_update_time: 0.1375486553, other_time: 2.7926712036
epoch time: 8.9948711395s, input_fired_time: 0.1567826271, output_fired_time: 0.0000000000, propagate_forward_time: 8.3309822083, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5071067810
validation[          , genome  6499] predictions:    9707/  10000 (97.07%), best:    9730/10000 (97.30%), error:       951.08600, best error:       901.06030 on epoch:    67, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 107.8921356201s, input_fired_time: 1.2197834253, output_fired_time: 1.0959413052, propagate_forward_time: 40.6480598450, propagate_backward_time: 62.1424560547, weight_update_time: 0.1365426183, other_time: 2.7859039307
epoch time: 8.8431081772s, input_fired_time: 0.1553362012, output_fired_time: 0.0000000000, propagate_forward_time: 8.1879043579, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4998674393
validation[          , genome  6499] predictions:    9692/  10000 (96.92%), best:    9730/10000 (97.30%), error:      1028.41833, best error:       901.06030 on epoch:    67, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 109.8340454102s, input_fired_time: 1.2339243889, output_fired_time: 1.1140549183, propagate_forward_time: 41.4020042419, propagate_backward_time: 63.2567901611, weight_update_time: 0.1385327280, other_time: 2.8272705078
epoch time: 8.9382314682s, input_fired_time: 0.1561134011, output_fired_time: 0.0000000000, propagate_forward_time: 8.2811002731, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5010175705
validation[          , genome  6499] predictions:    9713/  10000 (97.13%), best:    9730/10000 (97.30%), error:       973.38458, best error:       901.06030 on epoch:    67, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 108.9355316162s, input_fired_time: 1.2285152674, output_fired_time: 1.1043252945, propagate_forward_time: 41.0132484436, propagate_backward_time: 62.7644309998, weight_update_time: 0.1383760720, other_time: 2.8250160217
epoch time: 8.9360733032s, input_fired_time: 0.1549311876, output_fired_time: 0.0000000000, propagate_forward_time: 8.2855234146, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4956188202
validation[          , genome  6499] predictions:    9731/  10000 (97.31%), best:    9731/10000 (97.31%), error:       897.71375, best error:       897.71375 on epoch:    74, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 108.9163742065s, input_fired_time: 1.2285383940, output_fired_time: 1.1058294773, propagate_forward_time: 41.0207290649, propagate_backward_time: 62.7449645996, weight_update_time: 0.1382757127, other_time: 2.8163146973
epoch time: 8.9698238373s, input_fired_time: 0.1556776762, output_fired_time: 0.0000000000, propagate_forward_time: 8.3172616959, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4968843460
validation[          , genome  6499] predictions:    9706/  10000 (97.06%), best:    9731/10000 (97.31%), error:       959.56451, best error:       897.71375 on epoch:    74, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 109.9809646606s, input_fired_time: 1.2361339331, output_fired_time: 1.1198265553, propagate_forward_time: 41.4200744629, propagate_backward_time: 63.3663406372, weight_update_time: 0.1396038085, other_time: 2.8385848999
epoch time: 8.8094892502s, input_fired_time: 0.1542599797, output_fired_time: 0.0000000000, propagate_forward_time: 8.1518659592, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5033636093
validation[          , genome  6499] predictions:    9674/  10000 (96.74%), best:    9731/10000 (97.31%), error:      1085.15417, best error:       897.71375 on epoch:    74, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 110.1014556885s, input_fired_time: 1.2359880209, output_fired_time: 1.1178629398, propagate_forward_time: 41.4480781555, propagate_backward_time: 63.4714622498, weight_update_time: 0.1389141381, other_time: 2.8280677795
epoch time: 8.9835090637s, input_fired_time: 0.1567242146, output_fired_time: 0.0000000000, propagate_forward_time: 8.3180055618, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5087795258
validation[          , genome  6499] predictions:    9705/  10000 (97.05%), best:    9731/10000 (97.31%), error:       950.83582, best error:       897.71375 on epoch:    74, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 109.5878906250s, input_fired_time: 1.2313549519, output_fired_time: 1.1152150631, propagate_forward_time: 41.2520332336, propagate_backward_time: 63.1900672913, weight_update_time: 0.1377247870, other_time: 2.7992210388
epoch time: 8.8741703033s, input_fired_time: 0.1562782675, output_fired_time: 0.0000000000, propagate_forward_time: 8.2150869370, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5028047562
validation[          , genome  6499] predictions:    9714/  10000 (97.14%), best:    9731/10000 (97.31%), error:       993.33844, best error:       897.71375 on epoch:    74, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 109.7471160889s, input_fired_time: 1.2398241758, output_fired_time: 1.1114898920, propagate_forward_time: 41.3779182434, propagate_backward_time: 63.1707458496, weight_update_time: 0.1393801272, other_time: 2.8471374512
epoch time: 8.9862127304s, input_fired_time: 0.1570760012, output_fired_time: 0.0000000000, propagate_forward_time: 8.3221626282, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5069742203
validation[          , genome  6499] predictions:    9733/  10000 (97.33%), best:    9731/10000 (97.31%), error:       910.80255, best error:       897.71375 on epoch:    74, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 109.8732757568s, input_fired_time: 1.2397482395, output_fired_time: 1.1146075726, propagate_forward_time: 41.4104118347, propagate_backward_time: 63.2951164246, weight_update_time: 0.1386510283, other_time: 2.8133888245
epoch time: 8.9222602844s, input_fired_time: 0.1568517387, output_fired_time: 0.0000000000, propagate_forward_time: 8.2655763626, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4998321533
validation[          , genome  6499] predictions:    9694/  10000 (96.94%), best:    9731/10000 (97.31%), error:       987.52423, best error:       897.71375 on epoch:    74, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 107.2172317505s, input_fired_time: 1.2193570137, output_fired_time: 1.0926609039, propagate_forward_time: 40.2897071838, propagate_backward_time: 61.8299598694, weight_update_time: 0.1362901628, other_time: 2.7855491638
epoch time: 8.8719730377s, input_fired_time: 0.1551288515, output_fired_time: 0.0000000000, propagate_forward_time: 8.2204942703, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4963502884
validation[          , genome  6499] predictions:    9666/  10000 (96.66%), best:    9731/10000 (97.31%), error:      1139.64233, best error:       897.71375 on epoch:    74, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 109.0990295410s, input_fired_time: 1.2323564291, output_fired_time: 1.1086297035, propagate_forward_time: 41.1407928467, propagate_backward_time: 62.8101654053, weight_update_time: 0.1380699277, other_time: 2.8070907593
epoch time: 8.9610118866s, input_fired_time: 0.1550074965, output_fired_time: 0.0000000000, propagate_forward_time: 8.3067722321, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4992322922
validation[          , genome  6499] predictions:    9651/  10000 (96.51%), best:    9731/10000 (97.31%), error:      1139.49792, best error:       897.71375 on epoch:    74, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 109.0334625244s, input_fired_time: 1.2323371172, output_fired_time: 1.1070388556, propagate_forward_time: 41.0488700867, propagate_backward_time: 62.8329086304, weight_update_time: 0.1383996010, other_time: 2.8123092651
epoch time: 8.9583168030s, input_fired_time: 0.1581020057, output_fired_time: 0.0000000000, propagate_forward_time: 8.2856731415, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5145416260
validation[          , genome  6499] predictions:    9717/  10000 (97.17%), best:    9731/10000 (97.31%), error:       971.28186, best error:       897.71375 on epoch:    74, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 109.9171371460s, input_fired_time: 1.2378546000, output_fired_time: 1.1144580841, propagate_forward_time: 41.3766784668, propagate_backward_time: 63.3744659424, weight_update_time: 0.1387811005, other_time: 2.8136825562
epoch time: 8.9742555618s, input_fired_time: 0.1587461233, output_fired_time: 0.0000000000, propagate_forward_time: 8.3067665100, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5087432861
validation[          , genome  6499] predictions:    9685/  10000 (96.85%), best:    9731/10000 (97.31%), error:       991.65253, best error:       897.71375 on epoch:    74, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 109.5766296387s, input_fired_time: 1.2383844852, output_fired_time: 1.1148436069, propagate_forward_time: 41.3178710938, propagate_backward_time: 63.0780792236, weight_update_time: 0.1390252709, other_time: 2.8274459839
epoch time: 8.8337640762s, input_fired_time: 0.1557319760, output_fired_time: 0.0000000000, propagate_forward_time: 8.1798105240, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4982213974
validation[          , genome  6499] predictions:    9644/  10000 (96.44%), best:    9731/10000 (97.31%), error:      1106.97009, best error:       897.71375 on epoch:    74, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 110.1464004517s, input_fired_time: 1.2436230183, output_fired_time: 1.1167327166, propagate_forward_time: 41.5039291382, propagate_backward_time: 63.4353752136, weight_update_time: 0.1403749585, other_time: 2.8467445374
epoch time: 8.8655624390s, input_fired_time: 0.1554304212, output_fired_time: 0.0000000000, propagate_forward_time: 8.2169675827, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4931640625
validation[          , genome  6499] predictions:    9713/  10000 (97.13%), best:    9731/10000 (97.31%), error:       942.63837, best error:       897.71375 on epoch:    74, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 109.3109283447s, input_fired_time: 1.2359761000, output_fired_time: 1.1077716351, propagate_forward_time: 41.1206893921, propagate_backward_time: 63.0306816101, weight_update_time: 0.1384021640, other_time: 2.8158073425
epoch time: 8.9626283646s, input_fired_time: 0.1571553200, output_fired_time: 0.0000000000, propagate_forward_time: 8.3055973053, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4998760223
validation[          , genome  6499] predictions:    9666/  10000 (96.66%), best:    9731/10000 (97.31%), error:      1045.27209, best error:       897.71375 on epoch:    74, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 109.6874923706s, input_fired_time: 1.2389981747, output_fired_time: 1.1145833731, propagate_forward_time: 41.3525466919, propagate_backward_time: 63.1804428101, weight_update_time: 0.1383125782, other_time: 2.8009185791
epoch time: 8.9740457535s, input_fired_time: 0.1578250527, output_fired_time: 0.0000000000, propagate_forward_time: 8.3136415482, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5025787354
validation[          , genome  6499] predictions:    9667/  10000 (96.67%), best:    9731/10000 (97.31%), error:      1127.52637, best error:       897.71375 on epoch:    74, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 109.6283187866s, input_fired_time: 1.2420684099, output_fired_time: 1.1105506420, propagate_forward_time: 41.2523574829, propagate_backward_time: 63.1537170410, weight_update_time: 0.1395342201, other_time: 2.8696289063
epoch time: 8.9184951782s, input_fired_time: 0.1582551003, output_fired_time: 0.0000000000, propagate_forward_time: 8.2560281754, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5042123795
validation[          , genome  6499] predictions:    9681/  10000 (96.81%), best:    9731/10000 (97.31%), error:      1086.12463, best error:       897.71375 on epoch:    74, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 109.8503341675s, input_fired_time: 1.2416505814, output_fired_time: 1.1152601242, propagate_forward_time: 41.4081268311, propagate_backward_time: 63.2557487488, weight_update_time: 0.1389546245, other_time: 2.8295478821
epoch time: 8.9908123016s, input_fired_time: 0.1575613618, output_fired_time: 0.0000000000, propagate_forward_time: 8.3306140900, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5026369095
validation[          , genome  6499] predictions:    9719/  10000 (97.19%), best:    9731/10000 (97.31%), error:       916.96533, best error:       897.71375 on epoch:    74, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 109.4807891846s, input_fired_time: 1.2355611324, output_fired_time: 1.1110316515, propagate_forward_time: 41.2805557251, propagate_backward_time: 63.0760993958, weight_update_time: 0.1375537962, other_time: 2.7775459290
epoch time: 8.9629364014s, input_fired_time: 0.1570048183, output_fired_time: 0.0000000000, propagate_forward_time: 8.3063259125, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4996061325
validation[          , genome  6499] predictions:    9697/  10000 (96.97%), best:    9731/10000 (97.31%), error:      1005.79749, best error:       897.71375 on epoch:    74, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 109.2835083008s, input_fired_time: 1.2393780947, output_fired_time: 1.1087116003, propagate_forward_time: 40.9800186157, propagate_backward_time: 63.1129035950, weight_update_time: 0.1383540332, other_time: 2.8424949646
epoch time: 8.9435920715s, input_fired_time: 0.1576673388, output_fired_time: 0.0000000000, propagate_forward_time: 8.2824935913, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5034313202
validation[          , genome  6499] predictions:    9716/  10000 (97.16%), best:    9731/10000 (97.31%), error:       916.73914, best error:       897.71375 on epoch:    74, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 108.8562164307s, input_fired_time: 1.2410776615, output_fired_time: 1.1006516218, propagate_forward_time: 41.0627136230, propagate_backward_time: 62.6312942505, weight_update_time: 0.1385936141, other_time: 2.8204727173
epoch time: 8.1937885284s, input_fired_time: 0.1502965689, output_fired_time: 0.0000000000, propagate_forward_time: 7.5529365540, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4905557632
validation[          , genome  6499] predictions:    9689/  10000 (96.89%), best:    9731/10000 (97.31%), error:      1006.20026, best error:       897.71375 on epoch:    74, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 109.9437332153s, input_fired_time: 1.2438800335, output_fired_time: 1.1152185202, propagate_forward_time: 41.5056419373, propagate_backward_time: 63.2679405212, weight_update_time: 0.1388112456, other_time: 2.8110542297
epoch time: 8.9866247177s, input_fired_time: 0.1596661806, output_fired_time: 0.0000000000, propagate_forward_time: 8.3182640076, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5086946487
validation[          , genome  6499] predictions:    9718/  10000 (97.18%), best:    9731/10000 (97.31%), error:       913.06769, best error:       897.71375 on epoch:    74, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 109.9057769775s, input_fired_time: 1.2439457178, output_fired_time: 1.1140077114, propagate_forward_time: 41.4330863953, propagate_backward_time: 63.3000450134, weight_update_time: 0.1386187971, other_time: 2.8147010803
epoch time: 8.8735971451s, input_fired_time: 0.1570560187, output_fired_time: 0.0000000000, propagate_forward_time: 8.2207937241, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4957475662
validation[          , genome  6499] predictions:    9733/  10000 (97.33%), best:    9731/10000 (97.31%), error:       901.61139, best error:       897.71375 on epoch:    74, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 109.2522125244s, input_fired_time: 1.2375565767, output_fired_time: 1.1067825556, propagate_forward_time: 41.1777076721, propagate_backward_time: 62.9080848694, weight_update_time: 0.1385260969, other_time: 2.8220787048
epoch time: 8.9863872528s, input_fired_time: 0.1584742069, output_fired_time: 0.0000000000, propagate_forward_time: 8.3282823563, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4996309280
validation[          , genome  6499] predictions:    9690/  10000 (96.90%), best:    9731/10000 (97.31%), error:       992.66437, best error:       897.71375 on epoch:    74, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 110.1665725708s, input_fired_time: 1.2458659410, output_fired_time: 1.1156545877, propagate_forward_time: 41.5644416809, propagate_backward_time: 63.4184112549, weight_update_time: 0.1390324235, other_time: 2.8222045898
epoch time: 8.9347496033s, input_fired_time: 0.1579494625, output_fired_time: 0.0000000000, propagate_forward_time: 8.2768564224, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4999437332
validation[          , genome  6499] predictions:    9718/  10000 (97.18%), best:    9731/10000 (97.31%), error:       948.22412, best error:       897.71375 on epoch:    74, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 109.8199920654s, input_fired_time: 1.2494741678, output_fired_time: 1.1173269749, propagate_forward_time: 41.3809356689, propagate_backward_time: 63.2400627136, weight_update_time: 0.1390524060, other_time: 2.8321952820
epoch time: 8.9818515778s, input_fired_time: 0.1591987461, output_fired_time: 0.0000000000, propagate_forward_time: 8.3147525787, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5079002380
validation[          , genome  6499] predictions:    9681/  10000 (96.81%), best:    9731/10000 (97.31%), error:      1045.24426, best error:       897.71375 on epoch:    74, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 109.1616668701s, input_fired_time: 1.2461992502, output_fired_time: 1.1092414856, propagate_forward_time: 41.1803283691, propagate_backward_time: 62.7829170227, weight_update_time: 0.1389177442, other_time: 2.8429832458
epoch time: 8.9958152771s, input_fired_time: 0.1593769044, output_fired_time: 0.0000000000, propagate_forward_time: 8.3229875565, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5134506226
validation[          , genome  6499] predictions:    9701/  10000 (97.01%), best:    9731/10000 (97.31%), error:       976.57251, best error:       897.71375 on epoch:    74, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 109.4668579102s, input_fired_time: 1.2459380627, output_fired_time: 1.1107783318, propagate_forward_time: 41.2213134766, propagate_backward_time: 63.0542106628, weight_update_time: 0.1384359598, other_time: 2.8346138000
epoch time: 8.9324369431s, input_fired_time: 0.1587133408, output_fired_time: 0.0000000000, propagate_forward_time: 8.2711496353, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5025739670
validation[          , genome  6499] predictions:    9707/  10000 (97.07%), best:    9731/10000 (97.31%), error:       945.65430, best error:       897.71375 on epoch:    74, 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: 44.8692779541s, input_fired_time: 0.7929704785, output_fired_time: 0.0000000000, propagate_forward_time: 41.3722152710, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.7040939331
best training[          , genome  6499] predictions:   49428/  50000 (98.86%), best:    9731/10000 (97.31%), error:      2218.69287, best error:       897.71375 on epoch:    74, 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: 8.9156236649s, input_fired_time: 0.1549921483, output_fired_time: 0.0000000000, propagate_forward_time: 8.2454252243, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5152063370
   testing[          , genome  6499] predictions:    9755/  10000 (97.55%), best:    9731/10000 (97.31%), error:       798.12134, best error:       897.71375 on epoch:    74, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
11:43:06 (7004): called boinc_finish(0)

</stderr_txt>
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