Nameexact_genome_1512568488_41_5926_1
Workunit2600918
Created7 Dec 2017, 17:10:01 UTC
Sent7 Dec 2017, 17:12:26 UTC
Report deadline14 Dec 2017, 6:54:35 UTC
Received9 Dec 2017, 10:18:15 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID52322
Run time3 hours 30 min 55 sec
CPU time3 hours 26 min 3 sec
Validate stateValid
Credit1,642.74
Device peak FLOPS2.94 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size155.10 MB
Peak swap size153.53 MB
Peak disk usage1.73 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
.5948104858, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5090742111
validation[          , genome  5926] predictions:    9555/  10000 (95.55%), best:    9649/10000 (96.49%), error:      1437.86731, best error:      1215.85608 on epoch:    12, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 112.7255554199s, input_fired_time: 1.1737852097, output_fired_time: 1.1502276659, propagate_forward_time: 44.0735015869, propagate_backward_time: 63.4033966064, weight_update_time: 0.1735285521, other_time: 2.9246444702
epoch time: 9.6382093430s, input_fired_time: 0.1455573738, output_fired_time: 0.0000000000, propagate_forward_time: 8.9731349945, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5195169449
validation[          , genome  5926] predictions:    9645/  10000 (96.45%), best:    9645/10000 (96.45%), error:      1160.00159, best error:      1160.00159 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 113.1931152344s, input_fired_time: 1.1690344810, output_fired_time: 1.1668864489, propagate_forward_time: 44.3083839417, propagate_backward_time: 63.6379432678, weight_update_time: 0.1727004945, other_time: 2.9108695984
epoch time: 9.3996429443s, input_fired_time: 0.1461008936, output_fired_time: 0.0000000000, propagate_forward_time: 8.7317094803, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5218324661
validation[          , genome  5926] predictions:    9619/  10000 (96.19%), best:    9645/10000 (96.45%), error:      1234.60645, best error:      1160.00159 on epoch:    15, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 113.1148223877s, input_fired_time: 1.1683804989, output_fired_time: 1.1599744558, propagate_forward_time: 44.2322807312, propagate_backward_time: 63.6584167480, weight_update_time: 0.1725068390, other_time: 2.8957672119
epoch time: 9.7978525162s, input_fired_time: 0.1527791172, output_fired_time: 0.0000000000, propagate_forward_time: 9.1149463654, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5301265717
validation[          , genome  5926] predictions:    9584/  10000 (95.84%), best:    9645/10000 (96.45%), error:      1353.69641, best error:      1160.00159 on epoch:    15, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 112.0997390747s, input_fired_time: 1.1642749310, output_fired_time: 1.1411817074, propagate_forward_time: 43.9159812927, propagate_backward_time: 62.9872741699, weight_update_time: 0.1704141051, other_time: 2.8910217285
epoch time: 9.6168661118s, input_fired_time: 0.1472949088, output_fired_time: 0.0000000000, propagate_forward_time: 8.9481306076, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5214405060
validation[          , genome  5926] predictions:    9673/  10000 (96.73%), best:    9673/10000 (96.73%), error:      1094.19055, best error:      1094.19055 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 113.6360244751s, input_fired_time: 1.1713653803, output_fired_time: 1.1647571325, propagate_forward_time: 44.6908340454, propagate_backward_time: 63.7113800049, weight_update_time: 0.1728473902, other_time: 2.8976898193
epoch time: 9.6136417389s, input_fired_time: 0.1512979418, output_fired_time: 0.0000000000, propagate_forward_time: 8.9334344864, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5289096832
validation[          , genome  5926] predictions:    9587/  10000 (95.87%), best:    9673/10000 (96.73%), error:      1350.30261, best error:      1094.19055 on epoch:    18, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 112.6562347412s, input_fired_time: 1.1731255054, output_fired_time: 1.1593580246, propagate_forward_time: 44.1661567688, propagate_backward_time: 63.2690811157, weight_update_time: 0.1723567992, other_time: 2.8885116577
epoch time: 9.4816627502s, input_fired_time: 0.1457977742, output_fired_time: 0.0000000000, propagate_forward_time: 8.8203811646, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5154838562
validation[          , genome  5926] predictions:    9655/  10000 (96.55%), best:    9673/10000 (96.73%), error:      1135.44446, best error:      1094.19055 on epoch:    18, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 113.5927047729s, input_fired_time: 1.1824777126, output_fired_time: 1.1674108505, propagate_forward_time: 44.5357666016, propagate_backward_time: 63.7912025452, weight_update_time: 0.1721680760, other_time: 2.9158439636
epoch time: 9.2473592758s, input_fired_time: 0.1418392658, output_fired_time: 0.0000000000, propagate_forward_time: 8.5968885422, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5086317062
validation[          , genome  5926] predictions:    9626/  10000 (96.26%), best:    9673/10000 (96.73%), error:      1191.89709, best error:      1094.19055 on epoch:    18, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 113.2074737549s, input_fired_time: 1.1841940880, output_fired_time: 1.1629819870, propagate_forward_time: 44.4378623962, propagate_backward_time: 63.4995117188, weight_update_time: 0.1737170070, other_time: 2.9229278564
epoch time: 9.5554285049s, input_fired_time: 0.1466338187, output_fired_time: 0.0000000000, propagate_forward_time: 8.8852062225, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5235881805
validation[          , genome  5926] predictions:    9671/  10000 (96.71%), best:    9671/10000 (96.71%), error:      1070.25464, best error:      1070.25464 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 113.1093444824s, input_fired_time: 1.1786501408, output_fired_time: 1.1601353884, propagate_forward_time: 44.2618560791, propagate_backward_time: 63.5913543701, weight_update_time: 0.1745694578, other_time: 2.9173507690
epoch time: 9.4330787659s, input_fired_time: 0.1463728994, output_fired_time: 0.0000000000, propagate_forward_time: 8.7596788406, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5270271301
validation[          , genome  5926] predictions:    9635/  10000 (96.35%), best:    9671/10000 (96.71%), error:      1220.40747, best error:      1070.25464 on epoch:    22, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 112.4411926270s, input_fired_time: 1.1725752354, output_fired_time: 1.1526532173, propagate_forward_time: 43.9304084778, propagate_backward_time: 63.2728233337, weight_update_time: 0.1703071892, other_time: 2.9127235413
epoch time: 9.3406648636s, input_fired_time: 0.1433759630, output_fired_time: 0.0000000000, propagate_forward_time: 8.6804618835, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5168266296
validation[          , genome  5926] predictions:    9692/  10000 (96.92%), best:    9692/10000 (96.92%), error:      1054.33313, best error:      1054.33313 on epoch:    24, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 113.0058212280s, input_fired_time: 1.1784220934, output_fired_time: 1.1576732397, propagate_forward_time: 44.1806640625, propagate_backward_time: 63.6031646729, weight_update_time: 0.1716779321, other_time: 2.8858947754
epoch time: 9.6691484451s, input_fired_time: 0.1484456807, output_fired_time: 0.0000000000, propagate_forward_time: 8.9977760315, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5229263306
validation[          , genome  5926] predictions:    9604/  10000 (96.04%), best:    9692/10000 (96.92%), error:      1293.43164, best error:      1054.33313 on epoch:    24, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 112.4055633545s, input_fired_time: 1.1637922525, output_fired_time: 1.1547667980, propagate_forward_time: 44.0538635254, propagate_backward_time: 63.1588516235, weight_update_time: 0.1706530899, other_time: 2.8742828369
epoch time: 9.5054903030s, input_fired_time: 0.1496049613, output_fired_time: 0.0000000000, propagate_forward_time: 8.8250827789, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5308027267
validation[          , genome  5926] predictions:    9697/  10000 (96.97%), best:    9697/10000 (96.97%), error:      1038.85168, best error:      1038.85168 on epoch:    26, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 113.2894973755s, input_fired_time: 1.1836452484, output_fired_time: 1.1585904360, propagate_forward_time: 44.4502525330, propagate_backward_time: 63.5861320496, weight_update_time: 0.1721526086, other_time: 2.9108772278
epoch time: 9.6044330597s, input_fired_time: 0.1447332948, output_fired_time: 0.0000000000, propagate_forward_time: 8.9402818680, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5194177628
validation[          , genome  5926] predictions:    9621/  10000 (96.21%), best:    9697/10000 (96.97%), error:      1212.12158, best error:      1038.85168 on epoch:    26, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 111.9449310303s, input_fired_time: 1.1634851694, output_fired_time: 1.1501435041, propagate_forward_time: 43.9755516052, propagate_backward_time: 62.7911491394, weight_update_time: 0.1698745191, other_time: 2.8645973206
epoch time: 8.9761543274s, input_fired_time: 0.1386058033, output_fired_time: 0.0000000000, propagate_forward_time: 8.3406562805, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4968919754
validation[          , genome  5926] predictions:    9651/  10000 (96.51%), best:    9697/10000 (96.97%), error:      1150.39282, best error:      1038.85168 on epoch:    26, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 112.4726181030s, input_fired_time: 1.1680920124, output_fired_time: 1.1572185755, propagate_forward_time: 44.0349922180, propagate_backward_time: 63.2185821533, weight_update_time: 0.1703806818, other_time: 2.8937377930
epoch time: 9.6689376831s, input_fired_time: 0.1507757008, output_fired_time: 0.0000000000, propagate_forward_time: 8.9878740311, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5302877426
validation[          , genome  5926] predictions:    9670/  10000 (96.70%), best:    9697/10000 (96.97%), error:      1093.32776, best error:      1038.85168 on epoch:    26, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 112.1730575562s, input_fired_time: 1.1719832420, output_fired_time: 1.1511116028, propagate_forward_time: 43.9174079895, propagate_backward_time: 63.0740432739, weight_update_time: 0.1678720415, other_time: 2.8585128784
epoch time: 9.6699295044s, input_fired_time: 0.1487390101, output_fired_time: 0.0000000000, propagate_forward_time: 8.9968070984, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5243835449
validation[          , genome  5926] predictions:    9667/  10000 (96.67%), best:    9697/10000 (96.97%), error:      1105.63086, best error:      1038.85168 on epoch:    26, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 112.9285430908s, input_fired_time: 1.1740778685, output_fired_time: 1.1545308828, propagate_forward_time: 44.1877937317, propagate_backward_time: 63.5044937134, weight_update_time: 0.1733371168, other_time: 2.9076461792
epoch time: 9.3069372177s, input_fired_time: 0.1453672647, output_fired_time: 0.0000000000, propagate_forward_time: 8.6534900665, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5080795288
validation[          , genome  5926] predictions:    9697/  10000 (96.97%), best:    9697/10000 (96.97%), error:      1014.57361, best error:      1014.57361 on epoch:    31, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 112.3689575195s, input_fired_time: 1.1774228811, output_fired_time: 1.1521660089, propagate_forward_time: 44.0960807800, propagate_backward_time: 63.0438766479, weight_update_time: 0.1711397320, other_time: 2.8994064331
epoch time: 9.3343153000s, input_fired_time: 0.1440134048, output_fired_time: 0.0000000000, propagate_forward_time: 8.6835641861, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5067377090
validation[          , genome  5926] predictions:    9665/  10000 (96.65%), best:    9697/10000 (96.97%), error:      1104.93030, best error:      1014.57361 on epoch:    31, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 112.1986923218s, input_fired_time: 1.1751830578, output_fired_time: 1.1404997110, propagate_forward_time: 43.8890533447, propagate_backward_time: 63.0914497375, weight_update_time: 0.1710595340, other_time: 2.9025001526
epoch time: 9.6692657471s, input_fired_time: 0.1507673264, output_fired_time: 0.0000000000, propagate_forward_time: 8.9929561615, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5255422592
validation[          , genome  5926] predictions:    9704/  10000 (97.04%), best:    9704/10000 (97.04%), error:      1013.75250, best error:      1013.75250 on epoch:    33, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 110.6277847290s, input_fired_time: 1.1534786224, output_fired_time: 1.1309094429, propagate_forward_time: 43.3056221008, propagate_backward_time: 62.1921539307, weight_update_time: 0.1684877127, other_time: 2.8456115723
epoch time: 9.6602449417s, input_fired_time: 0.1497820914, output_fired_time: 0.0000000000, propagate_forward_time: 8.9963417053, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5141210556
validation[          , genome  5926] predictions:    9677/  10000 (96.77%), best:    9704/10000 (97.04%), error:      1067.04529, best error:      1013.75250 on epoch:    33, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 113.2830810547s, input_fired_time: 1.1817357540, output_fired_time: 1.1615864038, propagate_forward_time: 44.2591629028, propagate_backward_time: 63.8028488159, weight_update_time: 0.1707844138, other_time: 2.8777542114
epoch time: 9.5565462112s, input_fired_time: 0.1473233551, output_fired_time: 0.0000000000, propagate_forward_time: 8.8878850937, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5213375092
validation[          , genome  5926] predictions:    9635/  10000 (96.35%), best:    9704/10000 (97.04%), error:      1174.21680, best error:      1013.75250 on epoch:    33, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 112.5535354614s, input_fired_time: 1.1744900942, output_fired_time: 1.1532874107, propagate_forward_time: 44.0170364380, propagate_backward_time: 63.3193473816, weight_update_time: 0.1690434515, other_time: 2.8893699646
epoch time: 9.4183826447s, input_fired_time: 0.1487675905, output_fired_time: 0.0000000000, propagate_forward_time: 8.7533779144, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5162372589
validation[          , genome  5926] predictions:    9692/  10000 (96.92%), best:    9704/10000 (97.04%), error:      1031.35938, best error:      1013.75250 on epoch:    33, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 110.5962524414s, input_fired_time: 1.1634032726, output_fired_time: 1.1324166059, propagate_forward_time: 43.3827629089, propagate_backward_time: 62.0673446655, weight_update_time: 0.1690659970, other_time: 2.8503189087
epoch time: 9.1352005005s, input_fired_time: 0.1435077190, output_fired_time: 0.0000000000, propagate_forward_time: 8.4811115265, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5105810165
validation[          , genome  5926] predictions:    9603/  10000 (96.03%), best:    9704/10000 (97.04%), error:      1302.58337, best error:      1013.75250 on epoch:    33, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 109.2336196899s, input_fired_time: 1.1491935253, output_fired_time: 1.1170809269, propagate_forward_time: 42.6382026672, propagate_backward_time: 61.4706802368, weight_update_time: 0.1686463505, other_time: 2.8584671021
epoch time: 9.4089517593s, input_fired_time: 0.1460225880, output_fired_time: 0.0000000000, propagate_forward_time: 8.7492895126, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5136394501
validation[          , genome  5926] predictions:    9664/  10000 (96.64%), best:    9704/10000 (97.04%), error:      1148.30298, best error:      1013.75250 on epoch:    33, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 110.7326583862s, input_fired_time: 1.1583161354, output_fired_time: 1.1350678205, propagate_forward_time: 43.3615493774, propagate_backward_time: 62.2183876038, weight_update_time: 0.1689743102, other_time: 2.8593330383
epoch time: 9.8171911240s, input_fired_time: 0.1494530886, output_fired_time: 0.0000000000, propagate_forward_time: 9.1480512619, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5196866989
validation[          , genome  5926] predictions:    9646/  10000 (96.46%), best:    9704/10000 (97.04%), error:      1127.17627, best error:      1013.75250 on epoch:    33, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 113.1364059448s, input_fired_time: 1.1729443073, output_fired_time: 1.1575113535, propagate_forward_time: 44.3354339600, propagate_backward_time: 63.5675086975, weight_update_time: 0.1736118793, other_time: 2.9030113220
epoch time: 9.5027503967s, input_fired_time: 0.1488263309, output_fired_time: 0.0000000000, propagate_forward_time: 8.8388872147, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5150365829
validation[          , genome  5926] predictions:    9666/  10000 (96.66%), best:    9704/10000 (97.04%), error:      1087.99341, best error:      1013.75250 on epoch:    33, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 112.9135818481s, input_fired_time: 1.1745972633, output_fired_time: 1.1577048302, propagate_forward_time: 44.1820411682, propagate_backward_time: 63.5066719055, weight_update_time: 0.1713582724, other_time: 2.8925590515
epoch time: 9.6383342743s, input_fired_time: 0.1488703340, output_fired_time: 0.0000000000, propagate_forward_time: 8.9751319885, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5143318176
validation[          , genome  5926] predictions:    9682/  10000 (96.82%), best:    9704/10000 (97.04%), error:      1068.50928, best error:      1013.75250 on epoch:    33, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 111.7238769531s, input_fired_time: 1.1667765379, output_fired_time: 1.1503092051, propagate_forward_time: 43.7584915161, propagate_backward_time: 62.7643814087, weight_update_time: 0.1702394187, other_time: 2.8839187622
epoch time: 9.6709089279s, input_fired_time: 0.1497287154, output_fired_time: 0.0000000000, propagate_forward_time: 8.9864664078, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5347137451
validation[          , genome  5926] predictions:    9698/  10000 (96.98%), best:    9704/10000 (97.04%), error:      1031.12415, best error:      1013.75250 on epoch:    33, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 112.2729034424s, input_fired_time: 1.1775020361, output_fired_time: 1.1502079964, propagate_forward_time: 44.1391830444, propagate_backward_time: 62.9290809631, weight_update_time: 0.1728354245, other_time: 2.8769264221
epoch time: 9.3788661957s, input_fired_time: 0.1461618096, output_fired_time: 0.0000000000, propagate_forward_time: 8.7168159485, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5158882141
validation[          , genome  5926] predictions:    9674/  10000 (96.74%), best:    9704/10000 (97.04%), error:      1048.22864, best error:      1013.75250 on epoch:    33, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 111.9208831787s, input_fired_time: 1.1631605625, output_fired_time: 1.1446235180, propagate_forward_time: 43.8925132751, propagate_backward_time: 62.8464546204, weight_update_time: 0.1713426411, other_time: 2.8741264343
epoch time: 9.6963739395s, input_fired_time: 0.1486486495, output_fired_time: 0.0000000000, propagate_forward_time: 9.0311708450, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5165548325
validation[          , genome  5926] predictions:    9687/  10000 (96.87%), best:    9704/10000 (97.04%), error:      1055.19897, best error:      1013.75250 on epoch:    33, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 112.4218826294s, input_fired_time: 1.1786816120, output_fired_time: 1.1504809856, propagate_forward_time: 44.0918922424, propagate_backward_time: 63.1235237122, weight_update_time: 0.1724794060, other_time: 2.8773002625
epoch time: 9.1888742447s, input_fired_time: 0.1443415433, output_fired_time: 0.0000000000, propagate_forward_time: 8.5377120972, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5068206787
validation[          , genome  5926] predictions:    9698/  10000 (96.98%), best:    9698/10000 (96.98%), error:       992.24677, best error:       992.24677 on epoch:    45, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 113.0442886353s, input_fired_time: 1.1755342484, output_fired_time: 1.1574488878, propagate_forward_time: 44.3999862671, propagate_backward_time: 63.4440002441, weight_update_time: 0.1699015945, other_time: 2.8673171997
epoch time: 9.6728658676s, input_fired_time: 0.1506079584, output_fired_time: 0.0000000000, propagate_forward_time: 8.9946994781, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5275583267
validation[          , genome  5926] predictions:    9691/  10000 (96.91%), best:    9698/10000 (96.98%), error:      1060.39685, best error:       992.24677 on epoch:    45, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 113.0363159180s, input_fired_time: 1.1856781244, output_fired_time: 1.1590222120, propagate_forward_time: 44.2812843323, propagate_backward_time: 63.4893226624, weight_update_time: 0.1719513834, other_time: 2.9210166931
epoch time: 9.3672142029s, input_fired_time: 0.1490930021, output_fired_time: 0.0000000000, propagate_forward_time: 8.6825695038, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5355520248
validation[          , genome  5926] predictions:    9656/  10000 (96.56%), best:    9698/10000 (96.98%), error:      1145.45483, best error:       992.24677 on epoch:    45, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 110.8620910645s, input_fired_time: 1.1686385870, output_fired_time: 1.1325863600, propagate_forward_time: 43.3761100769, propagate_backward_time: 62.3270606995, weight_update_time: 0.1692317426, other_time: 2.8576927185
epoch time: 9.6247043610s, input_fired_time: 0.1526313126, output_fired_time: 0.0000000000, propagate_forward_time: 8.9442253113, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5278472900
validation[          , genome  5926] predictions:    9636/  10000 (96.36%), best:    9698/10000 (96.98%), error:      1227.81555, best error:       992.24677 on epoch:    45, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 113.1642608643s, input_fired_time: 1.1867636442, output_fired_time: 1.1638716459, propagate_forward_time: 44.3770675659, propagate_backward_time: 63.5473899841, weight_update_time: 0.1702432036, other_time: 2.8891716003
epoch time: 9.5275964737s, input_fired_time: 0.1502677947, output_fired_time: 0.0000000000, propagate_forward_time: 8.8543176651, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5230112076
validation[          , genome  5926] predictions:    9667/  10000 (96.67%), best:    9698/10000 (96.98%), error:      1074.67590, best error:       992.24677 on epoch:    45, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 111.5556869507s, input_fired_time: 1.1716150045, output_fired_time: 1.1343680620, propagate_forward_time: 43.6688880920, propagate_backward_time: 62.7274818420, weight_update_time: 0.1684600860, other_time: 2.8533287048
epoch time: 9.4534397125s, input_fired_time: 0.1481144577, output_fired_time: 0.0000000000, propagate_forward_time: 8.7892494202, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5160760880
validation[          , genome  5926] predictions:    9611/  10000 (96.11%), best:    9698/10000 (96.98%), error:      1207.05652, best error:       992.24677 on epoch:    45, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 112.4795761108s, input_fired_time: 1.1809402704, output_fired_time: 1.1538410187, propagate_forward_time: 44.1857032776, propagate_backward_time: 63.0829048157, weight_update_time: 0.1750358641, other_time: 2.8761863708
epoch time: 9.5622596741s, input_fired_time: 0.1484572589, output_fired_time: 0.0000000000, propagate_forward_time: 8.8957767487, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5180253983
validation[          , genome  5926] predictions:    9652/  10000 (96.52%), best:    9698/10000 (96.98%), error:      1108.39624, best error:       992.24677 on epoch:    45, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 112.2163696289s, input_fired_time: 1.1797995567, output_fired_time: 1.1567150354, propagate_forward_time: 43.8600158691, propagate_backward_time: 63.1282920837, weight_update_time: 0.1717918664, other_time: 2.8915443420
epoch time: 9.2252082825s, input_fired_time: 0.1454874277, output_fired_time: 0.0000000000, propagate_forward_time: 8.5700445175, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5096759796
validation[          , genome  5926] predictions:    9648/  10000 (96.48%), best:    9698/10000 (96.98%), error:      1186.35022, best error:       992.24677 on epoch:    45, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 113.2077560425s, input_fired_time: 1.1798139811, output_fired_time: 1.1634088755, propagate_forward_time: 44.3485527039, propagate_backward_time: 63.6079025269, weight_update_time: 0.1743143052, other_time: 2.9080734253
epoch time: 9.3427171707s, input_fired_time: 0.1471248269, output_fired_time: 0.0000000000, propagate_forward_time: 8.6838989258, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5116930008
validation[          , genome  5926] predictions:    9686/  10000 (96.86%), best:    9698/10000 (96.98%), error:      1055.99219, best error:       992.24677 on epoch:    45, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 111.8494720459s, input_fired_time: 1.1666008234, output_fired_time: 1.1545195580, propagate_forward_time: 43.8847885132, propagate_backward_time: 62.7608413696, weight_update_time: 0.1699046940, other_time: 2.8827209473
epoch time: 9.2741127014s, input_fired_time: 0.1450654119, output_fired_time: 0.0000000000, propagate_forward_time: 8.6238718033, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5051755905
validation[          , genome  5926] predictions:    9678/  10000 (96.78%), best:    9698/10000 (96.98%), error:      1032.43945, best error:       992.24677 on epoch:    45, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 110.9609985352s, input_fired_time: 1.1675170660, output_fired_time: 1.1408511400, propagate_forward_time: 43.3633728027, propagate_backward_time: 62.4192085266, weight_update_time: 0.1687214673, other_time: 2.8700447083
epoch time: 9.3432264328s, input_fired_time: 0.1459491253, output_fired_time: 0.0000000000, propagate_forward_time: 8.6806240082, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5166530609
validation[          , genome  5926] predictions:    9686/  10000 (96.86%), best:    9698/10000 (96.98%), error:      1053.56226, best error:       992.24677 on epoch:    45, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 112.1597366333s, input_fired_time: 1.1765712500, output_fired_time: 1.1518490314, propagate_forward_time: 43.8093833923, propagate_backward_time: 63.1221885681, weight_update_time: 0.1700378507, other_time: 2.8997383118
epoch time: 9.2798957825s, input_fired_time: 0.1458222568, output_fired_time: 0.0000000000, propagate_forward_time: 8.6177520752, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5163211823
validation[          , genome  5926] predictions:    9686/  10000 (96.86%), best:    9698/10000 (96.98%), error:      1060.60181, best error:       992.24677 on epoch:    45, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 111.5301666260s, input_fired_time: 1.1705424786, output_fired_time: 1.1459729671, propagate_forward_time: 43.6843109131, propagate_backward_time: 62.6872825623, weight_update_time: 0.1674993783, other_time: 2.8420600891
epoch time: 9.6335201263s, input_fired_time: 0.1488569975, output_fired_time: 0.0000000000, propagate_forward_time: 8.9614496231, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5232133865
validation[          , genome  5926] predictions:    9645/  10000 (96.45%), best:    9698/10000 (96.98%), error:      1168.22803, best error:       992.24677 on epoch:    45, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 111.5215454102s, input_fired_time: 1.1779334545, output_fired_time: 1.1489437819, propagate_forward_time: 43.6761131287, propagate_backward_time: 62.6302108765, weight_update_time: 0.1717388183, other_time: 2.8883438110
epoch time: 9.3079366684s, input_fired_time: 0.1476564407, output_fired_time: 0.0000000000, propagate_forward_time: 8.6451749802, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5151052475
validation[          , genome  5926] predictions:    9662/  10000 (96.62%), best:    9698/10000 (96.98%), error:      1062.07922, best error:       992.24677 on epoch:    45, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 112.6752090454s, input_fired_time: 1.1840466261, output_fired_time: 1.1577776670, propagate_forward_time: 44.2014579773, propagate_backward_time: 63.2581748962, weight_update_time: 0.1696652323, other_time: 2.8737525940
epoch time: 9.2847623825s, input_fired_time: 0.1475468278, output_fired_time: 0.0000000000, propagate_forward_time: 8.6253023148, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5119132996
validation[          , genome  5926] predictions:    9623/  10000 (96.23%), best:    9698/10000 (96.98%), error:      1248.14246, best error:       992.24677 on epoch:    45, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 112.8723220825s, input_fired_time: 1.1748381853, output_fired_time: 1.1611568928, propagate_forward_time: 44.0841712952, propagate_backward_time: 63.5761642456, weight_update_time: 0.1702240556, other_time: 2.8759994507
epoch time: 9.2018575668s, input_fired_time: 0.1441576779, output_fired_time: 0.0000000000, propagate_forward_time: 8.5513610840, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5063390732
validation[          , genome  5926] predictions:    9677/  10000 (96.77%), best:    9698/10000 (96.98%), error:      1032.31824, best error:       992.24677 on epoch:    45, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 112.6429290771s, input_fired_time: 1.1827387810, output_fired_time: 1.1664545536, propagate_forward_time: 44.2284736633, propagate_backward_time: 63.1585693359, weight_update_time: 0.1740618646, other_time: 2.9066925049
epoch time: 9.5744295120s, input_fired_time: 0.1505785286, output_fired_time: 0.0000000000, propagate_forward_time: 8.9047794342, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5190715790
validation[          , genome  5926] predictions:    9675/  10000 (96.75%), best:    9698/10000 (96.98%), error:      1023.79657, best error:       992.24677 on epoch:    45, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 112.2670211792s, input_fired_time: 1.1888442039, output_fired_time: 1.1563686132, propagate_forward_time: 44.0099029541, propagate_backward_time: 63.0029144287, weight_update_time: 0.1721588522, other_time: 2.9089889526
epoch time: 9.3397645950s, input_fired_time: 0.1485828012, output_fired_time: 0.0000000000, propagate_forward_time: 8.6803598404, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5108222961
validation[          , genome  5926] predictions:    9691/  10000 (96.91%), best:    9698/10000 (96.98%), error:      1005.26245, best error:       992.24677 on epoch:    45, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 113.0455169678s, input_fired_time: 1.1835407019, output_fired_time: 1.1533983946, propagate_forward_time: 44.2828330994, propagate_backward_time: 63.5353775024, weight_update_time: 0.1719459146, other_time: 2.8903732300
epoch time: 9.5000143051s, input_fired_time: 0.1511640102, output_fired_time: 0.0000000000, propagate_forward_time: 8.8328313828, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5160188675
validation[          , genome  5926] predictions:    9703/  10000 (97.03%), best:    9698/10000 (96.98%), error:       995.71686, best error:       992.24677 on epoch:    45, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 111.4676513672s, input_fired_time: 1.1825960875, output_fired_time: 1.1444832087, propagate_forward_time: 43.7103614807, propagate_backward_time: 62.5620613098, weight_update_time: 0.1713416874, other_time: 2.8681449890
epoch time: 9.4777050018s, input_fired_time: 0.1513625383, output_fired_time: 0.0000000000, propagate_forward_time: 8.8047351837, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5216073990
validation[          , genome  5926] predictions:    9703/  10000 (97.03%), best:    9703/10000 (97.03%), error:       990.80267, best error:       990.80267 on epoch:    64, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 112.9243316650s, input_fired_time: 1.1877377033, output_fired_time: 1.1523050070, propagate_forward_time: 44.2853698730, propagate_backward_time: 63.4064178467, weight_update_time: 0.1716351658, other_time: 2.8925018311
epoch time: 9.6035223007s, input_fired_time: 0.1485885978, output_fired_time: 0.0000000000, propagate_forward_time: 8.9292306900, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5257034302
validation[          , genome  5926] predictions:    9698/  10000 (96.98%), best:    9703/10000 (97.03%), error:      1022.25476, best error:       990.80267 on epoch:    64, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 112.2902145386s, input_fired_time: 1.1895743608, output_fired_time: 1.1551101208, propagate_forward_time: 43.9933052063, propagate_backward_time: 63.0358238220, weight_update_time: 0.1728861332, other_time: 2.9164009094
epoch time: 9.5433769226s, input_fired_time: 0.1502972394, output_fired_time: 0.0000000000, propagate_forward_time: 8.8761157990, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5169639587
validation[          , genome  5926] predictions:    9688/  10000 (96.88%), best:    9703/10000 (97.03%), error:      1016.86865, best error:       990.80267 on epoch:    64, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 113.4795227051s, input_fired_time: 1.1890543699, output_fired_time: 1.1612623930, propagate_forward_time: 44.4190254211, propagate_backward_time: 63.8229598999, weight_update_time: 0.1721338630, other_time: 2.8872146606
epoch time: 9.6940174103s, input_fired_time: 0.1513429433, output_fired_time: 0.0000000000, propagate_forward_time: 9.0197076797, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5229663849
validation[          , genome  5926] predictions:    9680/  10000 (96.80%), best:    9703/10000 (97.03%), error:      1077.99048, best error:       990.80267 on epoch:    64, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 112.9024505615s, input_fired_time: 1.1850086451, output_fired_time: 1.1565587521, propagate_forward_time: 44.0636444092, propagate_backward_time: 63.6006202698, weight_update_time: 0.1748961210, other_time: 2.8966255188
epoch time: 9.3081235886s, input_fired_time: 0.1493796557, output_fired_time: 0.0000000000, propagate_forward_time: 8.6464843750, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5122594833
validation[          , genome  5926] predictions:    9685/  10000 (96.85%), best:    9703/10000 (97.03%), error:      1067.28027, best error:       990.80267 on epoch:    64, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 112.5808486938s, input_fired_time: 1.1839736700, output_fired_time: 1.1535252333, propagate_forward_time: 44.0914230347, propagate_backward_time: 63.2575645447, weight_update_time: 0.1722553521, other_time: 2.8943595886
epoch time: 9.5485258102s, input_fired_time: 0.1508683860, output_fired_time: 0.0000000000, propagate_forward_time: 8.8824329376, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5152244568
validation[          , genome  5926] predictions:    9660/  10000 (96.60%), best:    9703/10000 (97.03%), error:      1144.72607, best error:       990.80267 on epoch:    64, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 112.5094833374s, input_fired_time: 1.1771030426, output_fired_time: 1.1545996666, propagate_forward_time: 44.0989112854, propagate_backward_time: 63.1938400269, weight_update_time: 0.1716271043, other_time: 2.8850326538
epoch time: 9.3145780563s, input_fired_time: 0.1470522434, output_fired_time: 0.0000000000, propagate_forward_time: 8.6524353027, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5150909424
validation[          , genome  5926] predictions:    9708/  10000 (97.08%), best:    9708/10000 (97.08%), error:       976.58789, best error:       976.58789 on epoch:    70, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 112.6185989380s, input_fired_time: 1.1809195280, output_fired_time: 1.1542807817, propagate_forward_time: 44.0959968567, propagate_backward_time: 63.2850799561, weight_update_time: 0.1701027751, other_time: 2.9023284912
epoch time: 9.3218269348s, input_fired_time: 0.1466961205, output_fired_time: 0.0000000000, propagate_forward_time: 8.6629285812, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5122022629
validation[          , genome  5926] predictions:    9700/  10000 (97.00%), best:    9708/10000 (97.08%), error:       997.21558, best error:       976.58789 on epoch:    70, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 112.5299301147s, input_fired_time: 1.1879655123, output_fired_time: 1.1586898565, propagate_forward_time: 44.0991172791, propagate_backward_time: 63.1837844849, weight_update_time: 0.1720251590, other_time: 2.9003677368
epoch time: 9.6870498657s, input_fired_time: 0.1514658183, output_fired_time: 0.0000000000, propagate_forward_time: 9.0075521469, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5280323029
validation[          , genome  5926] predictions:    9660/  10000 (96.60%), best:    9708/10000 (97.08%), error:      1109.10352, best error:       976.58789 on epoch:    70, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 111.6843414307s, input_fired_time: 1.1825886965, output_fired_time: 1.1430617571, propagate_forward_time: 43.5643997192, propagate_backward_time: 62.8952522278, weight_update_time: 0.1731106490, other_time: 2.8990440369
epoch time: 9.4589290619s, input_fired_time: 0.1521309316, output_fired_time: 0.0000000000, propagate_forward_time: 8.7841691971, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5226287842
validation[          , genome  5926] predictions:    9709/  10000 (97.09%), best:    9708/10000 (97.08%), error:       987.88092, best error:       976.58789 on epoch:    70, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 111.5623855591s, input_fired_time: 1.1855530739, output_fired_time: 1.1393336058, propagate_forward_time: 43.6850700378, propagate_backward_time: 62.6679840088, weight_update_time: 0.1718774140, other_time: 2.8844451904
epoch time: 9.6353387833s, input_fired_time: 0.1521398127, output_fired_time: 0.0000000000, propagate_forward_time: 8.9599208832, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5232782364
validation[          , genome  5926] predictions:    9704/  10000 (97.04%), best:    9708/10000 (97.08%), error:      1005.71912, best error:       976.58789 on epoch:    70, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 113.2606811523s, input_fired_time: 1.1927351952, output_fired_time: 1.1650524139, propagate_forward_time: 44.3634643555, propagate_backward_time: 63.6173515320, weight_update_time: 0.1710452586, other_time: 2.9220771790
epoch time: 9.3520517349s, input_fired_time: 0.1470602900, output_fired_time: 0.0000000000, propagate_forward_time: 8.6921644211, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5128269196
validation[          , genome  5926] predictions:    9705/  10000 (97.05%), best:    9708/10000 (97.08%), error:      1020.22406, best error:       976.58789 on epoch:    70, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 112.1547317505s, input_fired_time: 1.1865584850, output_fired_time: 1.1460123062, propagate_forward_time: 43.9110412598, propagate_backward_time: 62.9933776855, weight_update_time: 0.1737324297, other_time: 2.9177398682
epoch time: 9.4717464447s, input_fired_time: 0.1524381191, output_fired_time: 0.0000000000, propagate_forward_time: 8.7845869064, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5347213745
validation[          , genome  5926] predictions:    9642/  10000 (96.42%), best:    9708/10000 (97.08%), error:      1103.70557, best error:       976.58789 on epoch:    70, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 112.5176696777s, input_fired_time: 1.1951159239, output_fired_time: 1.1551803350, propagate_forward_time: 44.1575546265, propagate_backward_time: 63.0932159424, weight_update_time: 0.1719993204, other_time: 2.9166030884
epoch time: 9.7064657211s, input_fired_time: 0.1512236148, output_fired_time: 0.0000000000, propagate_forward_time: 9.0260648727, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5291776657
validation[          , genome  5926] predictions:    9698/  10000 (96.98%), best:    9708/10000 (97.08%), error:       996.04236, best error:       976.58789 on epoch:    70, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 110.0528411865s, input_fired_time: 1.1758431196, output_fired_time: 1.1263390779, propagate_forward_time: 43.0474777222, propagate_backward_time: 61.8310394287, weight_update_time: 0.1706977040, other_time: 2.8721389771
epoch time: 9.4340038300s, input_fired_time: 0.1494749039, output_fired_time: 0.0000000000, propagate_forward_time: 8.7729377747, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5115909576
validation[          , genome  5926] predictions:    9660/  10000 (96.60%), best:    9708/10000 (97.08%), error:      1101.94849, best error:       976.58789 on epoch:    70, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 112.4594116211s, input_fired_time: 1.2030001879, output_fired_time: 1.1549074650, propagate_forward_time: 44.1425132751, propagate_backward_time: 63.0562286377, weight_update_time: 0.1703227311, other_time: 2.9027557373
epoch time: 9.4273538589s, input_fired_time: 0.1508523077, output_fired_time: 0.0000000000, propagate_forward_time: 8.7574110031, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5190906525
validation[          , genome  5926] predictions:    9673/  10000 (96.73%), best:    9708/10000 (97.08%), error:      1070.59375, best error:       976.58789 on epoch:    70, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 112.9845886230s, input_fired_time: 1.2030421495, output_fired_time: 1.1566447020, propagate_forward_time: 44.2199974060, propagate_backward_time: 63.4694519043, weight_update_time: 0.1757189631, other_time: 2.9354553223
epoch time: 9.4427356720s, input_fired_time: 0.1517791003, output_fired_time: 0.0000000000, propagate_forward_time: 8.7737751007, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5171813965
validation[          , genome  5926] predictions:    9632/  10000 (96.32%), best:    9708/10000 (97.08%), error:      1209.75037, best error:       976.58789 on epoch:    70, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 111.6623153687s, input_fired_time: 1.1903204918, output_fired_time: 1.1562016010, propagate_forward_time: 43.8148574829, propagate_backward_time: 62.6431274414, weight_update_time: 0.1703423709, other_time: 2.8578033447
epoch time: 9.4491252899s, input_fired_time: 0.1534589082, output_fired_time: 0.0000000000, propagate_forward_time: 8.7724447250, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5232219696
validation[          , genome  5926] predictions:    9705/  10000 (97.05%), best:    9705/10000 (97.05%), error:       970.21918, best error:       970.21918 on epoch:    81, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 112.6416397095s, input_fired_time: 1.1909713745, output_fired_time: 1.1559692621, propagate_forward_time: 44.1574363708, propagate_backward_time: 63.2368659973, weight_update_time: 0.1695549339, other_time: 2.9004020691
epoch time: 9.5208082199s, input_fired_time: 0.1519300640, output_fired_time: 0.0000000000, propagate_forward_time: 8.8563184738, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5125598907
validation[          , genome  5926] predictions:    9668/  10000 (96.68%), best:    9705/10000 (97.05%), error:      1108.16492, best error:       970.21918 on epoch:    81, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 111.7014007568s, input_fired_time: 1.1836957932, output_fired_time: 1.1461300850, propagate_forward_time: 43.8400382996, propagate_backward_time: 62.6735801697, weight_update_time: 0.1706735194, other_time: 2.8579597473
epoch time: 9.3557214737s, input_fired_time: 0.1521909684, output_fired_time: 0.0000000000, propagate_forward_time: 8.6820516586, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5214786530
validation[          , genome  5926] predictions:    9680/  10000 (96.80%), best:    9705/10000 (97.05%), error:      1060.69629, best error:       970.21918 on epoch:    81, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 112.4238739014s, input_fired_time: 1.1928089857, output_fired_time: 1.1593118906, propagate_forward_time: 44.0713958740, propagate_backward_time: 63.1124954224, weight_update_time: 0.1717887819, other_time: 2.8878631592
epoch time: 9.5693750381s, input_fired_time: 0.1518348902, output_fired_time: 0.0000000000, propagate_forward_time: 8.8916921616, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5258483887
validation[          , genome  5926] predictions:    9693/  10000 (96.93%), best:    9705/10000 (97.05%), error:      1038.44958, best error:       970.21918 on epoch:    81, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 112.3933258057s, input_fired_time: 1.1930819750, output_fired_time: 1.1547274590, propagate_forward_time: 44.0131988525, propagate_backward_time: 63.1520729065, weight_update_time: 0.1682207286, other_time: 2.8802452087
epoch time: 9.4411544800s, input_fired_time: 0.1493547559, output_fired_time: 0.0000000000, propagate_forward_time: 8.7742357254, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5175638199
validation[          , genome  5926] predictions:    9676/  10000 (96.76%), best:    9705/10000 (97.05%), error:      1090.82654, best error:       970.21918 on epoch:    81, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 113.0702285767s, input_fired_time: 1.2040697336, output_fired_time: 1.1548061371, propagate_forward_time: 44.2689514160, propagate_backward_time: 63.5356063843, weight_update_time: 0.1727970988, other_time: 2.9067916870
epoch time: 9.1869153976s, input_fired_time: 0.1494348496, output_fired_time: 0.0000000000, propagate_forward_time: 8.5200052261, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5174751282
validation[          , genome  5926] predictions:    9666/  10000 (96.66%), best:    9705/10000 (97.05%), error:      1044.65088, best error:       970.21918 on epoch:    81, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 112.9026565552s, input_fired_time: 1.1972646713, output_fired_time: 1.1572272778, propagate_forward_time: 44.1934165955, propagate_backward_time: 63.4636878967, weight_update_time: 0.1715743095, other_time: 2.8910636902
epoch time: 9.4832887650s, input_fired_time: 0.1525960714, output_fired_time: 0.0000000000, propagate_forward_time: 8.8039922714, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5267000198
validation[          , genome  5926] predictions:    9716/  10000 (97.16%), best:    9716/10000 (97.16%), error:       954.68121, best error:       954.68121 on epoch:    87, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 110.8139572144s, input_fired_time: 1.1764829159, output_fired_time: 1.1385077238, propagate_forward_time: 43.1997985840, propagate_backward_time: 62.4493217468, weight_update_time: 0.1658161730, other_time: 2.8498497009
epoch time: 9.6170778275s, input_fired_time: 0.1499596834, output_fired_time: 0.0000000000, propagate_forward_time: 8.9369764328, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5301418304
validation[          , genome  5926] predictions:    9662/  10000 (96.62%), best:    9716/10000 (97.16%), error:      1101.00061, best error:       954.68121 on epoch:    87, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 113.1413955688s, input_fired_time: 1.2046426535, output_fired_time: 1.1570847034, propagate_forward_time: 44.2751388550, propagate_backward_time: 63.5853309631, weight_update_time: 0.1716522127, other_time: 2.9192008972
epoch time: 9.5794143677s, input_fired_time: 0.1538274288, output_fired_time: 0.0000000000, propagate_forward_time: 8.9043645859, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5212221146
validation[          , genome  5926] predictions:    9699/  10000 (96.99%), best:    9716/10000 (97.16%), error:       973.34167, best error:       954.68121 on epoch:    87, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 112.7590789795s, input_fired_time: 1.1968550682, output_fired_time: 1.1642761230, propagate_forward_time: 44.1564445496, propagate_backward_time: 63.3393554688, weight_update_time: 0.1706094593, other_time: 2.9021453857
epoch time: 9.5302639008s, input_fired_time: 0.1518223882, output_fired_time: 0.0000000000, propagate_forward_time: 8.8564691544, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5219726563
validation[          , genome  5926] predictions:    9684/  10000 (96.84%), best:    9716/10000 (97.16%), error:      1029.19885, best error:       954.68121 on epoch:    87, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 113.1072921753s, input_fired_time: 1.2017614841, output_fired_time: 1.1638655663, propagate_forward_time: 44.3345031738, propagate_backward_time: 63.5086936951, weight_update_time: 0.1713008881, other_time: 2.8984718323
epoch time: 9.3486919403s, input_fired_time: 0.1510531157, output_fired_time: 0.0000000000, propagate_forward_time: 8.6817731857, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5158653259
validation[          , genome  5926] predictions:    9678/  10000 (96.78%), best:    9716/10000 (97.16%), error:      1079.22241, best error:       954.68121 on epoch:    87, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 113.0178375244s, input_fired_time: 1.2024481297, output_fired_time: 1.1634409428, propagate_forward_time: 44.3749275208, propagate_backward_time: 63.3826942444, weight_update_time: 0.1744705588, other_time: 2.8943290710
epoch time: 9.6209583282s, input_fired_time: 0.1544591784, output_fired_time: 0.0000000000, propagate_forward_time: 8.9388208389, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5276784897
validation[          , genome  5926] predictions:    9635/  10000 (96.35%), best:    9716/10000 (97.16%), error:      1225.74280, best error:       954.68121 on epoch:    87, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 111.5226440430s, input_fired_time: 1.1936962605, output_fired_time: 1.1388592720, propagate_forward_time: 43.6745529175, propagate_backward_time: 62.6283836365, weight_update_time: 0.1694359779, other_time: 2.8871498108
epoch time: 9.3285789490s, input_fired_time: 0.1508910507, output_fired_time: 0.0000000000, propagate_forward_time: 8.6598463058, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5178413391
validation[          , genome  5926] predictions:    9640/  10000 (96.40%), best:    9716/10000 (97.16%), error:      1239.20972, best error:       954.68121 on epoch:    87, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 112.9339065552s, input_fired_time: 1.2011772394, output_fired_time: 1.1592230797, propagate_forward_time: 44.2281990051, propagate_backward_time: 63.4592208862, weight_update_time: 0.1724293828, other_time: 2.8860855103
epoch time: 9.5889387131s, input_fired_time: 0.1542557180, output_fired_time: 0.0000000000, propagate_forward_time: 8.9210491180, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5136337280
validation[          , genome  5926] predictions:    9675/  10000 (96.75%), best:    9716/10000 (97.16%), error:      1071.69727, best error:       954.68121 on epoch:    87, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 112.7411880493s, input_fired_time: 1.2046083212, output_fired_time: 1.1548732519, propagate_forward_time: 44.1539154053, propagate_backward_time: 63.3544197083, weight_update_time: 0.1707286686, other_time: 2.8733711243
epoch time: 9.5068082809s, input_fired_time: 0.1533430964, output_fired_time: 0.0000000000, propagate_forward_time: 8.8139038086, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5395612717
validation[          , genome  5926] predictions:    9714/  10000 (97.14%), best:    9714/10000 (97.14%), error:       946.92920, best error:       946.92920 on epoch:    95, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 112.5214691162s, input_fired_time: 1.2012912035, output_fired_time: 1.1564766169, propagate_forward_time: 44.0267219543, propagate_backward_time: 63.2684593201, weight_update_time: 0.1696955860, other_time: 2.8685188293
epoch time: 9.4805259705s, input_fired_time: 0.1514159441, output_fired_time: 0.0000000000, propagate_forward_time: 8.8183155060, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5107946396
validation[          , genome  5926] predictions:    9709/  10000 (97.09%), best:    9714/10000 (97.14%), error:      1004.04639, best error:       946.92920 on epoch:    95, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 112.0262451172s, input_fired_time: 1.1936899424, output_fired_time: 1.1591272354, propagate_forward_time: 43.7609825134, propagate_backward_time: 63.0180969238, weight_update_time: 0.1727401614, other_time: 2.8943481445
epoch time: 9.4949645996s, input_fired_time: 0.1512191296, output_fired_time: 0.0000000000, propagate_forward_time: 8.8272523880, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5164928436
validation[          , genome  5926] predictions:    9715/  10000 (97.15%), best:    9714/10000 (97.14%), error:       997.08588, best error:       946.92920 on epoch:    95, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 112.5653228760s, input_fired_time: 1.1955268383, output_fired_time: 1.1554286480, propagate_forward_time: 44.0629081726, propagate_backward_time: 63.2862281799, weight_update_time: 0.1730347872, other_time: 2.8652305603
epoch time: 9.6458320618s, input_fired_time: 0.1559639126, output_fired_time: 0.0000000000, propagate_forward_time: 8.9682693481, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5215988159
validation[          , genome  5926] predictions:    9710/  10000 (97.10%), best:    9714/10000 (97.14%), error:       995.83368, best error:       946.92920 on epoch:    95, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 110.8319931030s, input_fired_time: 1.1909407377, output_fired_time: 1.1411031485, propagate_forward_time: 43.4294815063, propagate_backward_time: 62.2091789246, weight_update_time: 0.1677299589, other_time: 2.8612861633
epoch time: 9.6508054733s, input_fired_time: 0.1531868279, output_fired_time: 0.0000000000, propagate_forward_time: 8.9858064651, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5118122101
validation[          , genome  5926] predictions:    9717/  10000 (97.17%), best:    9714/10000 (97.14%), error:       978.99176, best error:       946.92920 on epoch:    95, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 113.3524169922s, input_fired_time: 1.2075133324, output_fired_time: 1.1621757746, propagate_forward_time: 44.3363533020, propagate_backward_time: 63.7635574341, weight_update_time: 0.1705560535, other_time: 2.8828201294
epoch time: 9.5898818970s, input_fired_time: 0.1562528759, output_fired_time: 0.0000000000, propagate_forward_time: 8.9031410217, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5304880142
validation[          , genome  5926] predictions:    9716/  10000 (97.16%), best:    9714/10000 (97.14%), error:       953.57550, best error:       946.92920 on epoch:    95, 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: 46.3276023865s, input_fired_time: 0.7493105531, output_fired_time: 0.0000000000, propagate_forward_time: 42.9699172974, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6083755493
best training[          , genome  5926] predictions:   49467/  50000 (98.93%), best:    9714/10000 (97.14%), error:      2176.54297, best error:       946.92920 on epoch:    95, 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: 9.2609090805s, input_fired_time: 0.1468906850, output_fired_time: 0.0000000000, propagate_forward_time: 8.5882797241, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5257387161
   testing[          , genome  5926] predictions:    9758/  10000 (97.58%), best:    9714/10000 (97.14%), error:       789.96570, best error:       946.92920 on epoch:    95, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
18:17:50 (5076): called boinc_finish(0)

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