Nameexact_genome_1512568488_42_4310_1
Workunit2592747
Created7 Dec 2017, 9:12:56 UTC
Sent7 Dec 2017, 9:21:14 UTC
Report deadline10 Dec 2017, 21:55:17 UTC
Received7 Dec 2017, 11:15:07 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID49051
Run time1 hours 53 min 23 sec
CPU time1 hours 53 min 3 sec
Validate stateValid
Credit880.91
Device peak FLOPS1.56 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size153.96 MB
Peak swap size158.58 MB
Peak disk usage2.15 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
t_fired_time: 0.0702177286, output_fired_time: 0.0000000000, propagate_forward_time: 4.7137680054, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4336738586
validation[          , genome  4310] predictions:    9625/  10000 (96.25%), best:    9625/10000 (96.25%), error:      1258.86060, best error:      1258.86060 on epoch:    14, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 61.2757492065s, input_fired_time: 0.5568991899, output_fired_time: 0.5155292153, propagate_forward_time: 22.9896068573, propagate_backward_time: 34.6804924011, weight_update_time: 0.1306322962, other_time: 2.5332221985
epoch time: 5.2279486656s, input_fired_time: 0.0717045888, output_fired_time: 0.0000000000, propagate_forward_time: 4.7134165764, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4428277016
validation[          , genome  4310] predictions:    9576/  10000 (95.76%), best:    9625/10000 (96.25%), error:      1438.21948, best error:      1258.86060 on epoch:    14, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 61.7187500000s, input_fired_time: 0.5610733032, output_fired_time: 0.5191664100, propagate_forward_time: 23.3100605011, propagate_backward_time: 34.8242874146, weight_update_time: 0.1309343874, other_time: 2.5041656494
epoch time: 5.2041087151s, input_fired_time: 0.0705587268, output_fired_time: 0.0000000000, propagate_forward_time: 4.6930942535, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4404559135
validation[          , genome  4310] predictions:    9573/  10000 (95.73%), best:    9625/10000 (96.25%), error:      1446.08594, best error:      1258.86060 on epoch:    14, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 61.6174049377s, input_fired_time: 0.5565937757, output_fired_time: 0.5176140666, propagate_forward_time: 23.2601299286, propagate_backward_time: 34.8130607605, weight_update_time: 0.1299995035, other_time: 2.4700050354
epoch time: 5.1273341179s, input_fired_time: 0.0692735985, output_fired_time: 0.0000000000, propagate_forward_time: 4.6300196648, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4280409813
validation[          , genome  4310] predictions:    9596/  10000 (95.96%), best:    9625/10000 (96.25%), error:      1351.85974, best error:      1258.86060 on epoch:    14, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 62.0374717712s, input_fired_time: 0.5595879555, output_fired_time: 0.5217552185, propagate_forward_time: 23.4707603455, propagate_backward_time: 35.0179748535, weight_update_time: 0.1300414950, other_time: 2.4673919678
epoch time: 5.2063484192s, input_fired_time: 0.0710973442, output_fired_time: 0.0000000000, propagate_forward_time: 4.6993489265, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4359021187
validation[          , genome  4310] predictions:    9574/  10000 (95.74%), best:    9625/10000 (96.25%), error:      1491.38586, best error:      1258.86060 on epoch:    14, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 61.7386169434s, input_fired_time: 0.5623037219, output_fired_time: 0.5184794068, propagate_forward_time: 23.3324661255, propagate_backward_time: 34.8296012878, weight_update_time: 0.1316598803, other_time: 2.4957656860
epoch time: 5.1627993584s, input_fired_time: 0.0701153427, output_fired_time: 0.0000000000, propagate_forward_time: 4.6667256355, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4259581566
validation[          , genome  4310] predictions:    9617/  10000 (96.17%), best:    9625/10000 (96.25%), error:      1353.19031, best error:      1258.86060 on epoch:    14, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 61.7451095581s, input_fired_time: 0.5602347851, output_fired_time: 0.5204039812, propagate_forward_time: 23.3295001984, propagate_backward_time: 34.8830986023, weight_update_time: 0.1298514754, other_time: 2.4518699646
epoch time: 5.2348184586s, input_fired_time: 0.0684446767, output_fired_time: 0.0000000000, propagate_forward_time: 4.7575526237, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4088211060
validation[          , genome  4310] predictions:    9571/  10000 (95.71%), best:    9625/10000 (96.25%), error:      1387.49548, best error:      1258.86060 on epoch:    14, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 59.2905731201s, input_fired_time: 0.5445579886, output_fired_time: 0.5009793639, propagate_forward_time: 22.4004230499, propagate_backward_time: 33.4511070251, weight_update_time: 0.1250908971, other_time: 2.3935050964
epoch time: 5.1207733154s, input_fired_time: 0.0699545592, output_fired_time: 0.0000000000, propagate_forward_time: 4.6207818985, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4300370216
validation[          , genome  4310] predictions:    9601/  10000 (96.01%), best:    9625/10000 (96.25%), error:      1333.88953, best error:      1258.86060 on epoch:    14, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 61.2741470337s, input_fired_time: 0.5555860400, output_fired_time: 0.5136819482, propagate_forward_time: 23.1483345032, propagate_backward_time: 34.6157569885, weight_update_time: 0.1284378916, other_time: 2.4407844543
epoch time: 5.1813368797s, input_fired_time: 0.0705597401, output_fired_time: 0.0000000000, propagate_forward_time: 4.6696228981, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4411540031
validation[          , genome  4310] predictions:    9585/  10000 (95.85%), best:    9625/10000 (96.25%), error:      1407.90125, best error:      1258.86060 on epoch:    14, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 61.8315620422s, input_fired_time: 0.5613270402, output_fired_time: 0.5195533037, propagate_forward_time: 23.3406105042, propagate_backward_time: 34.9063644409, weight_update_time: 0.1309609860, other_time: 2.5037040710
epoch time: 5.1103382111s, input_fired_time: 0.0694077387, output_fired_time: 0.0000000000, propagate_forward_time: 4.6243052483, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4166250229
validation[          , genome  4310] predictions:    9566/  10000 (95.66%), best:    9625/10000 (96.25%), error:      1493.52551, best error:      1258.86060 on epoch:    14, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 61.7159118652s, input_fired_time: 0.5600010753, output_fired_time: 0.5175190568, propagate_forward_time: 23.3059997559, propagate_backward_time: 34.8541259766, weight_update_time: 0.1295632571, other_time: 2.4782638550
epoch time: 5.1677298546s, input_fired_time: 0.0712314919, output_fired_time: 0.0000000000, propagate_forward_time: 4.6608099937, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4356884956
validation[          , genome  4310] predictions:    9593/  10000 (95.93%), best:    9625/10000 (96.25%), error:      1373.69861, best error:      1258.86060 on epoch:    14, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 60.5465354919s, input_fired_time: 0.5540047288, output_fired_time: 0.5122616887, propagate_forward_time: 22.8352756500, propagate_backward_time: 34.1843681335, weight_update_time: 0.1287793964, other_time: 2.4606285095
epoch time: 5.2062201500s, input_fired_time: 0.0720204636, output_fired_time: 0.0000000000, propagate_forward_time: 4.6901788712, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4440207481
validation[          , genome  4310] predictions:    9570/  10000 (95.70%), best:    9625/10000 (96.25%), error:      1453.90186, best error:      1258.86060 on epoch:    14, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 61.6491928101s, input_fired_time: 0.5648224354, output_fired_time: 0.5182597041, propagate_forward_time: 23.2905769348, propagate_backward_time: 34.7797966003, weight_update_time: 0.1323408633, other_time: 2.4957351685
epoch time: 5.1548376083s, input_fired_time: 0.0705535933, output_fired_time: 0.0000000000, propagate_forward_time: 4.6544280052, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4298558235
validation[          , genome  4310] predictions:    9468/  10000 (94.68%), best:    9625/10000 (96.25%), error:      1706.37402, best error:      1258.86060 on epoch:    14, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 61.5424385071s, input_fired_time: 0.5600730181, output_fired_time: 0.5156207681, propagate_forward_time: 23.2631721497, propagate_backward_time: 34.7463989258, weight_update_time: 0.1288792044, other_time: 2.4571723938
epoch time: 5.1584153175s, input_fired_time: 0.0698767304, output_fired_time: 0.0000000000, propagate_forward_time: 4.6591048241, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4294338226
validation[          , genome  4310] predictions:    9613/  10000 (96.13%), best:    9625/10000 (96.25%), error:      1265.64050, best error:      1258.86060 on epoch:    14, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 61.6345176697s, input_fired_time: 0.5615305305, output_fired_time: 0.5163469315, propagate_forward_time: 23.2519760132, propagate_backward_time: 34.8384590149, weight_update_time: 0.1293405145, other_time: 2.4662055969
epoch time: 5.2249794006s, input_fired_time: 0.0724910349, output_fired_time: 0.0000000000, propagate_forward_time: 4.7063117027, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4461765289
validation[          , genome  4310] predictions:    9613/  10000 (96.13%), best:    9613/10000 (96.13%), error:      1246.19006, best error:      1246.19006 on epoch:    28, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 61.7036399841s, input_fired_time: 0.5626797080, output_fired_time: 0.5191338062, propagate_forward_time: 23.3550472260, propagate_backward_time: 34.7917900085, weight_update_time: 0.1306957453, other_time: 2.4749870300
epoch time: 5.2150096893s, input_fired_time: 0.0715044066, output_fired_time: 0.0000000000, propagate_forward_time: 4.7109155655, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4325895309
validation[          , genome  4310] predictions:    9621/  10000 (96.21%), best:    9613/10000 (96.13%), error:      1267.54517, best error:      1246.19006 on epoch:    28, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 61.6383438110s, input_fired_time: 0.5626970530, output_fired_time: 0.5192704201, propagate_forward_time: 23.2887477875, propagate_backward_time: 34.7991676331, weight_update_time: 0.1296067685, other_time: 2.4684562683
epoch time: 5.1740446091s, input_fired_time: 0.0696053803, output_fired_time: 0.0000000000, propagate_forward_time: 4.6800642014, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4243750572
validation[          , genome  4310] predictions:    9606/  10000 (96.06%), best:    9613/10000 (96.13%), error:      1267.31421, best error:      1246.19006 on epoch:    28, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 61.7859077454s, input_fired_time: 0.5627822280, output_fired_time: 0.5223055482, propagate_forward_time: 23.3269367218, propagate_backward_time: 34.9045219421, weight_update_time: 0.1297286302, other_time: 2.4693641663
epoch time: 5.1932687759s, input_fired_time: 0.0711275414, output_fired_time: 0.0000000000, propagate_forward_time: 4.6892938614, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4328474998
validation[          , genome  4310] predictions:    9582/  10000 (95.82%), best:    9613/10000 (96.13%), error:      1334.50989, best error:      1246.19006 on epoch:    28, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 61.9463806152s, input_fired_time: 0.5663387775, output_fired_time: 0.5207313299, propagate_forward_time: 23.4072742462, propagate_backward_time: 34.9283943176, weight_update_time: 0.1323520988, other_time: 2.5236396790
epoch time: 5.1783847809s, input_fired_time: 0.0711971745, output_fired_time: 0.0000000000, propagate_forward_time: 4.6776108742, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4295768738
validation[          , genome  4310] predictions:    9612/  10000 (96.12%), best:    9613/10000 (96.13%), error:      1279.22449, best error:      1246.19006 on epoch:    28, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 61.6221313477s, input_fired_time: 0.5648488402, output_fired_time: 0.5192302465, propagate_forward_time: 23.2854022980, propagate_backward_time: 34.7667045593, weight_update_time: 0.1304782033, other_time: 2.4859428406
epoch time: 5.1665258408s, input_fired_time: 0.0711649284, output_fired_time: 0.0000000000, propagate_forward_time: 4.6506781578, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4446825981
validation[          , genome  4310] predictions:    9609/  10000 (96.09%), best:    9613/10000 (96.13%), error:      1257.89990, best error:      1246.19006 on epoch:    28, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 61.7743530273s, input_fired_time: 0.5631870031, output_fired_time: 0.5187723041, propagate_forward_time: 23.3088397980, propagate_backward_time: 34.9281883240, weight_update_time: 0.1297378391, other_time: 2.4553642273
epoch time: 5.1454749107s, input_fired_time: 0.0699750334, output_fired_time: 0.0000000000, propagate_forward_time: 4.6546034813, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4208965302
validation[          , genome  4310] predictions:    9552/  10000 (95.52%), best:    9613/10000 (96.13%), error:      1422.39258, best error:      1246.19006 on epoch:    28, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 61.9073333740s, input_fired_time: 0.5669665337, output_fired_time: 0.5230561495, propagate_forward_time: 23.4415512085, propagate_backward_time: 34.8809089661, weight_update_time: 0.1320792437, other_time: 2.4948501587
epoch time: 5.2096028328s, input_fired_time: 0.0732057616, output_fired_time: 0.0000000000, propagate_forward_time: 4.6923356056, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4440612793
validation[          , genome  4310] predictions:    9582/  10000 (95.82%), best:    9613/10000 (96.13%), error:      1507.40588, best error:      1246.19006 on epoch:    28, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 61.6500778198s, input_fired_time: 0.5650237203, output_fired_time: 0.5190961957, propagate_forward_time: 23.2840766907, propagate_backward_time: 34.8014221191, weight_update_time: 0.1301750690, other_time: 2.4804573059
epoch time: 5.1579108238s, input_fired_time: 0.0728104934, output_fired_time: 0.0000000000, propagate_forward_time: 4.6417579651, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4433422089
validation[          , genome  4310] predictions:    9593/  10000 (95.93%), best:    9613/10000 (96.13%), error:      1413.85498, best error:      1246.19006 on epoch:    28, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 61.6876525879s, input_fired_time: 0.5680848360, output_fired_time: 0.5189106464, propagate_forward_time: 23.3230953217, propagate_backward_time: 34.7980384827, weight_update_time: 0.1306681633, other_time: 2.4795265198
epoch time: 5.1787643433s, input_fired_time: 0.0705418438, output_fired_time: 0.0000000000, propagate_forward_time: 4.6866497993, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4215726852
validation[          , genome  4310] predictions:    9622/  10000 (96.22%), best:    9622/10000 (96.22%), error:      1241.46838, best error:      1241.46838 on epoch:    37, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 61.8152084351s, input_fired_time: 0.5707047582, output_fired_time: 0.5203340650, propagate_forward_time: 23.3249149323, propagate_backward_time: 34.9091377258, weight_update_time: 0.1307536215, other_time: 2.4901161194
epoch time: 5.1774730682s, input_fired_time: 0.0702678859, output_fired_time: 0.0000000000, propagate_forward_time: 4.6794209480, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4277844429
validation[          , genome  4310] predictions:    9635/  10000 (96.35%), best:    9635/10000 (96.35%), error:      1228.59143, best error:      1228.59143 on epoch:    38, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 61.8696022034s, input_fired_time: 0.5653027892, output_fired_time: 0.5190918446, propagate_forward_time: 23.3805637360, propagate_backward_time: 34.9398956299, weight_update_time: 0.1304111183, other_time: 2.4647445679
epoch time: 5.1812934875s, input_fired_time: 0.0711582750, output_fired_time: 0.0000000000, propagate_forward_time: 4.6772594452, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4328756332
validation[          , genome  4310] predictions:    9612/  10000 (96.12%), best:    9635/10000 (96.35%), error:      1265.83142, best error:      1228.59143 on epoch:    38, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 61.4916000366s, input_fired_time: 0.5670117736, output_fired_time: 0.5191353559, propagate_forward_time: 23.2322120667, propagate_backward_time: 34.6620597839, weight_update_time: 0.1317996979, other_time: 2.5111808777
epoch time: 5.1352262497s, input_fired_time: 0.0691696629, output_fired_time: 0.0000000000, propagate_forward_time: 4.6491832733, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4168734550
validation[          , genome  4310] predictions:    9602/  10000 (96.02%), best:    9635/10000 (96.35%), error:      1340.54407, best error:      1228.59143 on epoch:    38, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 61.5410881042s, input_fired_time: 0.5634214878, output_fired_time: 0.5196070075, propagate_forward_time: 23.2389297485, propagate_backward_time: 34.7569274902, weight_update_time: 0.1297675073, other_time: 2.4622001648
epoch time: 5.1362695694s, input_fired_time: 0.0719861984, output_fired_time: 0.0000000000, propagate_forward_time: 4.6211714745, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4431118965
validation[          , genome  4310] predictions:    9641/  10000 (96.41%), best:    9635/10000 (96.35%), error:      1242.60632, best error:      1228.59143 on epoch:    38, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 61.5770263672s, input_fired_time: 0.5659682155, output_fired_time: 0.5157716870, propagate_forward_time: 23.2253437042, propagate_backward_time: 34.7834777832, weight_update_time: 0.1304838061, other_time: 2.4864654541
epoch time: 5.1989479065s, input_fired_time: 0.0728514567, output_fired_time: 0.0000000000, propagate_forward_time: 4.6894202232, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4366760254
validation[          , genome  4310] predictions:    9633/  10000 (96.33%), best:    9633/10000 (96.33%), error:      1184.15869, best error:      1184.15869 on epoch:    42, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 61.6522178650s, input_fired_time: 0.5651575923, output_fired_time: 0.5165054202, propagate_forward_time: 23.2836799622, propagate_backward_time: 34.8009223938, weight_update_time: 0.1310982108, other_time: 2.4859504700
epoch time: 5.1260075569s, input_fired_time: 0.0713805035, output_fired_time: 0.0000000000, propagate_forward_time: 4.6205158234, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4341111183
validation[          , genome  4310] predictions:    9624/  10000 (96.24%), best:    9633/10000 (96.33%), error:      1283.91370, best error:      1184.15869 on epoch:    42, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 61.5982170105s, input_fired_time: 0.5654950142, output_fired_time: 0.5138139129, propagate_forward_time: 23.2895946503, propagate_backward_time: 34.7436637878, weight_update_time: 0.1306389570, other_time: 2.4856529236
epoch time: 5.1774430275s, input_fired_time: 0.0721592307, output_fired_time: 0.0000000000, propagate_forward_time: 4.6676392555, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4376444817
validation[          , genome  4310] predictions:    9647/  10000 (96.47%), best:    9633/10000 (96.33%), error:      1209.38000, best error:      1184.15869 on epoch:    42, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 61.6187210083s, input_fired_time: 0.5678298473, output_fired_time: 0.5181155205, propagate_forward_time: 23.2698993683, propagate_backward_time: 34.7781600952, weight_update_time: 0.1311714798, other_time: 2.4847183228
epoch time: 5.2181334496s, input_fired_time: 0.0709575787, output_fired_time: 0.0000000000, propagate_forward_time: 4.7222938538, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4248819351
validation[          , genome  4310] predictions:    9609/  10000 (96.09%), best:    9633/10000 (96.33%), error:      1319.54248, best error:      1184.15869 on epoch:    42, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 61.2569694519s, input_fired_time: 0.5636220574, output_fired_time: 0.5157256126, propagate_forward_time: 23.1394901276, propagate_backward_time: 34.5727577209, weight_update_time: 0.1294700801, other_time: 2.4653739929
epoch time: 5.0705499649s, input_fired_time: 0.0708879158, output_fired_time: 0.0000000000, propagate_forward_time: 4.5761742592, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4234876633
validation[          , genome  4310] predictions:    9565/  10000 (95.65%), best:    9633/10000 (96.33%), error:      1439.73816, best error:      1184.15869 on epoch:    42, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 61.6478042603s, input_fired_time: 0.5652175546, output_fired_time: 0.5169873238, propagate_forward_time: 23.2961978912, propagate_backward_time: 34.7968635559, weight_update_time: 0.1308094710, other_time: 2.4725379944
epoch time: 5.1892008781s, input_fired_time: 0.0714378357, output_fired_time: 0.0000000000, propagate_forward_time: 4.6829290390, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4348340034
validation[          , genome  4310] predictions:    9617/  10000 (96.17%), best:    9633/10000 (96.33%), error:      1315.72754, best error:      1184.15869 on epoch:    42, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 61.7891006470s, input_fired_time: 0.5648572445, output_fired_time: 0.5184113383, propagate_forward_time: 23.3871173859, propagate_backward_time: 34.8562469482, weight_update_time: 0.1301853210, other_time: 2.4624710083
epoch time: 5.1405835152s, input_fired_time: 0.0701926425, output_fired_time: 0.0000000000, propagate_forward_time: 4.6459150314, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4244756699
validation[          , genome  4310] predictions:    9623/  10000 (96.23%), best:    9633/10000 (96.33%), error:      1264.02905, best error:      1184.15869 on epoch:    42, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 61.6167068481s, input_fired_time: 0.5678859353, output_fired_time: 0.5183132291, propagate_forward_time: 23.2654685974, propagate_backward_time: 34.7422332764, weight_update_time: 0.1320802420, other_time: 2.5228042603
epoch time: 5.1608605385s, input_fired_time: 0.0713190287, output_fired_time: 0.0000000000, propagate_forward_time: 4.6622791290, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4272623062
validation[          , genome  4310] predictions:    9610/  10000 (96.10%), best:    9633/10000 (96.33%), error:      1297.93518, best error:      1184.15869 on epoch:    42, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 61.5893707275s, input_fired_time: 0.5626678467, output_fired_time: 0.5162726045, propagate_forward_time: 23.2896404266, propagate_backward_time: 34.7857780457, weight_update_time: 0.1287701279, other_time: 2.4350090027
epoch time: 5.1847763062s, input_fired_time: 0.0722524077, output_fired_time: 0.0000000000, propagate_forward_time: 4.6818127632, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4307112694
validation[          , genome  4310] predictions:    9611/  10000 (96.11%), best:    9633/10000 (96.33%), error:      1273.10571, best error:      1184.15869 on epoch:    42, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 61.2867317200s, input_fired_time: 0.5685426593, output_fired_time: 0.5160689354, propagate_forward_time: 23.1603832245, propagate_backward_time: 34.5761756897, weight_update_time: 0.1298550963, other_time: 2.4655647278
epoch time: 5.1710839272s, input_fired_time: 0.0711818337, output_fired_time: 0.0000000000, propagate_forward_time: 4.6678643227, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4320378304
validation[          , genome  4310] predictions:    9635/  10000 (96.35%), best:    9633/10000 (96.33%), error:      1218.24304, best error:      1184.15869 on epoch:    42, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 61.6178474426s, input_fired_time: 0.5686730146, output_fired_time: 0.5175660253, propagate_forward_time: 23.2675590515, propagate_backward_time: 34.7830772400, weight_update_time: 0.1301668882, other_time: 2.4809722900
epoch time: 5.1305127144s, input_fired_time: 0.0730173364, output_fired_time: 0.0000000000, propagate_forward_time: 4.6104722023, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4470233917
validation[          , genome  4310] predictions:    9573/  10000 (95.73%), best:    9633/10000 (96.33%), error:      1359.47217, best error:      1184.15869 on epoch:    42, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 61.3267440796s, input_fired_time: 0.5677627921, output_fired_time: 0.5145584345, propagate_forward_time: 23.1940174103, propagate_backward_time: 34.5823860168, weight_update_time: 0.1297680289, other_time: 2.4680213928
epoch time: 5.1566572189s, input_fired_time: 0.0712893456, output_fired_time: 0.0000000000, propagate_forward_time: 4.6578240395, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4275436401
validation[          , genome  4310] predictions:    9646/  10000 (96.46%), best:    9633/10000 (96.33%), error:      1205.04065, best error:      1184.15869 on epoch:    42, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 61.7366523743s, input_fired_time: 0.5686944723, output_fired_time: 0.5176246166, propagate_forward_time: 23.3128471375, propagate_backward_time: 34.8448066711, weight_update_time: 0.1309932619, other_time: 2.4926795959
epoch time: 5.1988320351s, input_fired_time: 0.0733194202, output_fired_time: 0.0000000000, propagate_forward_time: 4.6796712875, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4458413124
validation[          , genome  4310] predictions:    9605/  10000 (96.05%), best:    9633/10000 (96.33%), error:      1276.85608, best error:      1184.15869 on epoch:    42, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 61.5218544006s, input_fired_time: 0.5660548806, output_fired_time: 0.5179902911, propagate_forward_time: 23.2596912384, propagate_backward_time: 34.7246894836, weight_update_time: 0.1291377246, other_time: 2.4534263611
epoch time: 5.1376252174s, input_fired_time: 0.0729343966, output_fired_time: 0.0000000000, propagate_forward_time: 4.6276330948, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4370574951
validation[          , genome  4310] predictions:    9579/  10000 (95.79%), best:    9633/10000 (96.33%), error:      1348.08899, best error:      1184.15869 on epoch:    42, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 61.4507713318s, input_fired_time: 0.5666871667, output_fired_time: 0.5169059634, propagate_forward_time: 23.1957321167, propagate_backward_time: 34.7120056152, weight_update_time: 0.1291459799, other_time: 2.4594383240
epoch time: 5.1487293243s, input_fired_time: 0.0716067925, output_fired_time: 0.0000000000, propagate_forward_time: 4.6490907669, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4280319214
validation[          , genome  4310] predictions:    9629/  10000 (96.29%), best:    9633/10000 (96.33%), error:      1266.50305, best error:      1184.15869 on epoch:    42, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 61.7831420898s, input_fired_time: 0.5684264302, output_fired_time: 0.5209212899, propagate_forward_time: 23.3438987732, propagate_backward_time: 34.8940200806, weight_update_time: 0.1305964589, other_time: 2.4558753967
epoch time: 5.0662894249s, input_fired_time: 0.0701209605, output_fired_time: 0.0000000000, propagate_forward_time: 4.5784959793, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4176726341
validation[          , genome  4310] predictions:    9628/  10000 (96.28%), best:    9633/10000 (96.33%), error:      1235.04211, best error:      1184.15869 on epoch:    42, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 61.7737464905s, input_fired_time: 0.5754593015, output_fired_time: 0.5207318068, propagate_forward_time: 23.2693805695, propagate_backward_time: 34.8767776489, weight_update_time: 0.1324601471, other_time: 2.5313949585
epoch time: 5.2174205780s, input_fired_time: 0.0731960386, output_fired_time: 0.0000000000, propagate_forward_time: 4.7116422653, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4325823784
validation[          , genome  4310] predictions:    9621/  10000 (96.21%), best:    9633/10000 (96.33%), error:      1275.28955, best error:      1184.15869 on epoch:    42, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 61.4029197693s, input_fired_time: 0.5687398314, output_fired_time: 0.5169842243, propagate_forward_time: 23.2089118958, propagate_backward_time: 34.6339797974, weight_update_time: 0.1301427931, other_time: 2.4743041992
epoch time: 5.1638536453s, input_fired_time: 0.0722083822, output_fired_time: 0.0000000000, propagate_forward_time: 4.6579341888, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4337110519
validation[          , genome  4310] predictions:    9618/  10000 (96.18%), best:    9633/10000 (96.33%), error:      1309.23950, best error:      1184.15869 on epoch:    42, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 61.5525550842s, input_fired_time: 0.5685723424, output_fired_time: 0.5160205960, propagate_forward_time: 23.2651863098, propagate_backward_time: 34.7251319885, weight_update_time: 0.1298064590, other_time: 2.4776420593
epoch time: 5.2063322067s, input_fired_time: 0.0741043091, output_fired_time: 0.0000000000, propagate_forward_time: 4.6829586029, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4492692947
validation[          , genome  4310] predictions:    9634/  10000 (96.34%), best:    9633/10000 (96.33%), error:      1257.50842, best error:      1184.15869 on epoch:    42, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 61.6937294006s, input_fired_time: 0.5724475384, output_fired_time: 0.5183352232, propagate_forward_time: 23.2963867188, propagate_backward_time: 34.8187370300, weight_update_time: 0.1308555305, other_time: 2.4878234863
epoch time: 5.1125831604s, input_fired_time: 0.0723691434, output_fired_time: 0.0000000000, propagate_forward_time: 4.5960211754, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4441928864
validation[          , genome  4310] predictions:    9629/  10000 (96.29%), best:    9633/10000 (96.33%), error:      1251.94482, best error:      1184.15869 on epoch:    42, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 61.4750099182s, input_fired_time: 0.5713480711, output_fired_time: 0.5146330595, propagate_forward_time: 23.2059593201, propagate_backward_time: 34.6979980469, weight_update_time: 0.1303962767, other_time: 2.4850730896
epoch time: 5.1398839951s, input_fired_time: 0.0717916116, output_fired_time: 0.0000000000, propagate_forward_time: 4.6435670853, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4245252609
validation[          , genome  4310] predictions:    9602/  10000 (96.02%), best:    9633/10000 (96.33%), error:      1316.59131, best error:      1184.15869 on epoch:    42, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 61.7305908203s, input_fired_time: 0.5728350282, output_fired_time: 0.5213158727, propagate_forward_time: 23.3520622253, propagate_backward_time: 34.8051185608, weight_update_time: 0.1306440830, other_time: 2.4792594910
epoch time: 5.1750326157s, input_fired_time: 0.0729113594, output_fired_time: 0.0000000000, propagate_forward_time: 4.6733317375, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4287896156
validation[          , genome  4310] predictions:    9578/  10000 (95.78%), best:    9633/10000 (96.33%), error:      1349.98035, best error:      1184.15869 on epoch:    42, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 61.3767013550s, input_fired_time: 0.5687828660, output_fired_time: 0.5164880753, propagate_forward_time: 23.1986579895, propagate_backward_time: 34.6113204956, weight_update_time: 0.1302867085, other_time: 2.4814529419
epoch time: 5.1860089302s, input_fired_time: 0.0726507381, output_fired_time: 0.0000000000, propagate_forward_time: 4.6740837097, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4392743111
validation[          , genome  4310] predictions:    9624/  10000 (96.24%), best:    9633/10000 (96.33%), error:      1213.91553, best error:      1184.15869 on epoch:    42, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 61.5641059875s, input_fired_time: 0.5697618127, output_fired_time: 0.5193655491, propagate_forward_time: 23.2411708832, propagate_backward_time: 34.7506942749, weight_update_time: 0.1298054159, other_time: 2.4831085205
epoch time: 5.0646414757s, input_fired_time: 0.0699479058, output_fired_time: 0.0000000000, propagate_forward_time: 4.5831861496, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4115076065
validation[          , genome  4310] predictions:    9627/  10000 (96.27%), best:    9633/10000 (96.33%), error:      1221.94006, best error:      1184.15869 on epoch:    42, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 61.5371017456s, input_fired_time: 0.5770733953, output_fired_time: 0.5179291964, propagate_forward_time: 23.2265663147, propagate_backward_time: 34.7419509888, weight_update_time: 0.1299636215, other_time: 2.4735832214
epoch time: 5.1213321686s, input_fired_time: 0.0707717240, output_fired_time: 0.0000000000, propagate_forward_time: 4.6302018166, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4203586578
validation[          , genome  4310] predictions:    9609/  10000 (96.09%), best:    9633/10000 (96.33%), error:      1247.69727, best error:      1184.15869 on epoch:    42, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 61.6566734314s, input_fired_time: 0.5733144283, output_fired_time: 0.5227056742, propagate_forward_time: 23.2767372131, propagate_backward_time: 34.7682876587, weight_update_time: 0.1314372122, other_time: 2.5156288147
epoch time: 5.1793742180s, input_fired_time: 0.0725360662, output_fired_time: 0.0000000000, propagate_forward_time: 4.6738305092, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4330077171
validation[          , genome  4310] predictions:    9621/  10000 (96.21%), best:    9633/10000 (96.33%), error:      1214.32007, best error:      1184.15869 on epoch:    42, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 61.4603881836s, input_fired_time: 0.5665647984, output_fired_time: 0.5150021315, propagate_forward_time: 23.2030830383, propagate_backward_time: 34.7373733521, weight_update_time: 0.1284972727, other_time: 2.4383621216
epoch time: 5.1960511208s, input_fired_time: 0.0738252699, output_fired_time: 0.0000000000, propagate_forward_time: 4.6863608360, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4358649254
validation[          , genome  4310] predictions:    9608/  10000 (96.08%), best:    9633/10000 (96.33%), error:      1289.80200, best error:      1184.15869 on epoch:    42, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 61.7042617798s, input_fired_time: 0.5737596154, output_fired_time: 0.5172295570, propagate_forward_time: 23.2940883636, propagate_backward_time: 34.8085556030, weight_update_time: 0.1321519315, other_time: 2.5106277466
epoch time: 5.1877608299s, input_fired_time: 0.0736276358, output_fired_time: 0.0000000000, propagate_forward_time: 4.6821088791, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4320244789
validation[          , genome  4310] predictions:    9617/  10000 (96.17%), best:    9633/10000 (96.33%), error:      1232.19067, best error:      1184.15869 on epoch:    42, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 61.4791564941s, input_fired_time: 0.5730485320, output_fired_time: 0.5196060538, propagate_forward_time: 23.1954250336, propagate_backward_time: 34.7077980042, weight_update_time: 0.1304479837, other_time: 2.4832801819
epoch time: 5.1606526375s, input_fired_time: 0.0736097395, output_fired_time: 0.0000000000, propagate_forward_time: 4.6483540535, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4386887550
validation[          , genome  4310] predictions:    9618/  10000 (96.18%), best:    9633/10000 (96.33%), error:      1245.48621, best error:      1184.15869 on epoch:    42, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 61.8225173950s, input_fired_time: 0.5758364201, output_fired_time: 0.5194388628, propagate_forward_time: 23.3525028229, propagate_backward_time: 34.8782081604, weight_update_time: 0.1307889819, other_time: 2.4965324402
epoch time: 5.1373958588s, input_fired_time: 0.0739317909, output_fired_time: 0.0000000000, propagate_forward_time: 4.6206564903, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4428076744
validation[          , genome  4310] predictions:    9617/  10000 (96.17%), best:    9633/10000 (96.33%), error:      1253.38733, best error:      1184.15869 on epoch:    42, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 61.8523674011s, input_fired_time: 0.5778394341, output_fired_time: 0.5263211727, propagate_forward_time: 23.4191799164, propagate_backward_time: 34.7906837463, weight_update_time: 0.1322430670, other_time: 2.5383415222
epoch time: 5.2071866989s, input_fired_time: 0.0736798644, output_fired_time: 0.0000000000, propagate_forward_time: 4.7012248039, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4322819710
validation[          , genome  4310] predictions:    9605/  10000 (96.05%), best:    9633/10000 (96.33%), error:      1236.38525, best error:      1184.15869 on epoch:    42, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 61.7887229919s, input_fired_time: 0.5757197738, output_fired_time: 0.5198327303, propagate_forward_time: 23.2927780151, propagate_backward_time: 34.8785209656, weight_update_time: 0.1327038854, other_time: 2.5218734741
epoch time: 5.1662583351s, input_fired_time: 0.0740290433, output_fired_time: 0.0000000000, propagate_forward_time: 4.6518115997, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4404177666
validation[          , genome  4310] predictions:    9623/  10000 (96.23%), best:    9633/10000 (96.33%), error:      1257.88611, best error:      1184.15869 on epoch:    42, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 61.6851806641s, input_fired_time: 0.5752478838, output_fired_time: 0.5181581974, propagate_forward_time: 23.2317523956, propagate_backward_time: 34.8314476013, weight_update_time: 0.1321857423, other_time: 2.5285758972
epoch time: 5.1287770271s, input_fired_time: 0.0718023703, output_fired_time: 0.0000000000, propagate_forward_time: 4.6317992210, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4251756668
validation[          , genome  4310] predictions:    9594/  10000 (95.94%), best:    9633/10000 (96.33%), error:      1306.02844, best error:      1184.15869 on epoch:    42, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 61.7939147949s, input_fired_time: 0.5724920034, output_fired_time: 0.5171738863, propagate_forward_time: 23.3290977478, propagate_backward_time: 34.9168281555, weight_update_time: 0.1302395910, other_time: 2.4583244324
epoch time: 5.1654734612s, input_fired_time: 0.0730700716, output_fired_time: 0.0000000000, propagate_forward_time: 4.6659398079, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4264636040
validation[          , genome  4310] predictions:    9647/  10000 (96.47%), best:    9647/10000 (96.47%), error:      1182.70618, best error:      1182.70618 on epoch:    75, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 61.3787765503s, input_fired_time: 0.5722996593, output_fired_time: 0.5163164139, propagate_forward_time: 23.1861343384, propagate_backward_time: 34.6212959290, weight_update_time: 0.1303450614, other_time: 2.4827308655
epoch time: 5.2056331635s, input_fired_time: 0.0746490881, output_fired_time: 0.0000000000, propagate_forward_time: 4.6894512177, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4415330887
validation[          , genome  4310] predictions:    9552/  10000 (95.52%), best:    9647/10000 (96.47%), error:      1447.39905, best error:      1182.70618 on epoch:    75, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 61.4414939880s, input_fired_time: 0.5760174394, output_fired_time: 0.5157146454, propagate_forward_time: 23.1446781158, propagate_backward_time: 34.6957855225, weight_update_time: 0.1311335266, other_time: 2.5093002319
epoch time: 5.2202162743s, input_fired_time: 0.0745118633, output_fired_time: 0.0000000000, propagate_forward_time: 4.7067437172, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4389605522
validation[          , genome  4310] predictions:    9613/  10000 (96.13%), best:    9647/10000 (96.47%), error:      1263.71216, best error:      1182.70618 on epoch:    75, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 61.7340202332s, input_fired_time: 0.5759778619, output_fired_time: 0.5183718801, propagate_forward_time: 23.3072681427, propagate_backward_time: 34.8378410339, weight_update_time: 0.1319245547, other_time: 2.4945640564
epoch time: 5.1524324417s, input_fired_time: 0.0744703934, output_fired_time: 0.0000000000, propagate_forward_time: 4.6308465004, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4471154213
validation[          , genome  4310] predictions:    9602/  10000 (96.02%), best:    9647/10000 (96.47%), error:      1331.31128, best error:      1182.70618 on epoch:    75, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 61.6322021484s, input_fired_time: 0.5737295747, output_fired_time: 0.5187004805, propagate_forward_time: 23.3042888641, propagate_backward_time: 34.7597122192, weight_update_time: 0.1298663169, other_time: 2.4757690430
epoch time: 5.2368507385s, input_fired_time: 0.0752440169, output_fired_time: 0.0000000000, propagate_forward_time: 4.7100329399, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4515738487
validation[          , genome  4310] predictions:    9589/  10000 (95.89%), best:    9647/10000 (96.47%), error:      1424.47925, best error:      1182.70618 on epoch:    75, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 61.6789970398s, input_fired_time: 0.5769422650, output_fired_time: 0.5207400322, propagate_forward_time: 23.3155651093, propagate_backward_time: 34.7785301208, weight_update_time: 0.1306865662, other_time: 2.4872169495
epoch time: 5.1126127243s, input_fired_time: 0.0727936104, output_fired_time: 0.0000000000, propagate_forward_time: 4.6115641594, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4282550812
validation[          , genome  4310] predictions:    9617/  10000 (96.17%), best:    9647/10000 (96.47%), error:      1248.59229, best error:      1182.70618 on epoch:    75, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 61.1938781738s, input_fired_time: 0.5711885095, output_fired_time: 0.5162332654, propagate_forward_time: 23.0669670105, propagate_backward_time: 34.5972328186, weight_update_time: 0.1283743531, other_time: 2.4422569275
epoch time: 5.1531772614s, input_fired_time: 0.0726609826, output_fired_time: 0.0000000000, propagate_forward_time: 4.6532797813, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4272365570
validation[          , genome  4310] predictions:    9639/  10000 (96.39%), best:    9647/10000 (96.47%), error:      1225.09656, best error:      1182.70618 on epoch:    75, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 61.7402420044s, input_fired_time: 0.5727273822, output_fired_time: 0.5170671344, propagate_forward_time: 23.3656044006, propagate_backward_time: 34.8423423767, weight_update_time: 0.1297736466, other_time: 2.4425010681
epoch time: 5.2353925705s, input_fired_time: 0.0735037476, output_fired_time: 0.0000000000, propagate_forward_time: 4.7197370529, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4421515465
validation[          , genome  4310] predictions:    9593/  10000 (95.93%), best:    9647/10000 (96.47%), error:      1323.77393, best error:      1182.70618 on epoch:    75, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 61.5213050842s, input_fired_time: 0.5752655864, output_fired_time: 0.5190922022, propagate_forward_time: 23.2567405701, propagate_backward_time: 34.6934547424, weight_update_time: 0.1305381060, other_time: 2.4767532349
epoch time: 5.1999979019s, input_fired_time: 0.0746613815, output_fired_time: 0.0000000000, propagate_forward_time: 4.6816868782, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4436497688
validation[          , genome  4310] predictions:    9597/  10000 (95.97%), best:    9647/10000 (96.47%), error:      1295.47388, best error:      1182.70618 on epoch:    75, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 61.7523002625s, input_fired_time: 0.5759634376, output_fired_time: 0.5179474950, propagate_forward_time: 23.3670005798, propagate_backward_time: 34.8251113892, weight_update_time: 0.1299503148, other_time: 2.4662780762
epoch time: 5.1744604111s, input_fired_time: 0.0739399642, output_fired_time: 0.0000000000, propagate_forward_time: 4.6629171371, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4376034737
validation[          , genome  4310] predictions:    9638/  10000 (96.38%), best:    9647/10000 (96.47%), error:      1203.25903, best error:      1182.70618 on epoch:    75, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 61.8232765198s, input_fired_time: 0.5778975487, output_fired_time: 0.5192296505, propagate_forward_time: 23.3393821716, propagate_backward_time: 34.8932037354, weight_update_time: 0.1309287548, other_time: 2.4935646057
epoch time: 5.2178597450s, input_fired_time: 0.0746076107, output_fired_time: 0.0000000000, propagate_forward_time: 4.6983709335, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4448814392
validation[          , genome  4310] predictions:    9631/  10000 (96.31%), best:    9647/10000 (96.47%), error:      1203.45520, best error:      1182.70618 on epoch:    75, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 62.0046348572s, input_fired_time: 0.5797049999, output_fired_time: 0.5232394934, propagate_forward_time: 23.3971023560, propagate_backward_time: 34.9812164307, weight_update_time: 0.1325077713, other_time: 2.5233726501
epoch time: 5.2030963898s, input_fired_time: 0.0752747357, output_fired_time: 0.0000000000, propagate_forward_time: 4.6857357025, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4420857430
validation[          , genome  4310] predictions:    9615/  10000 (96.15%), best:    9647/10000 (96.47%), error:      1293.35522, best error:      1182.70618 on epoch:    75, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 62.2056312561s, input_fired_time: 0.5831236839, output_fired_time: 0.5272806287, propagate_forward_time: 23.4549827576, propagate_backward_time: 35.0768394470, weight_update_time: 0.1335246265, other_time: 2.5634078979
epoch time: 5.1748795509s, input_fired_time: 0.0735887140, output_fired_time: 0.0000000000, propagate_forward_time: 4.6695370674, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4317536354
validation[          , genome  4310] predictions:    9613/  10000 (96.13%), best:    9647/10000 (96.47%), error:      1269.11682, best error:      1182.70618 on epoch:    75, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 61.7769775391s, input_fired_time: 0.5807240009, output_fired_time: 0.5206889510, propagate_forward_time: 23.2948188782, propagate_backward_time: 34.8553733826, weight_update_time: 0.1318954378, other_time: 2.5253753662
epoch time: 5.1884751320s, input_fired_time: 0.0728488937, output_fired_time: 0.0000000000, propagate_forward_time: 4.6945896149, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4210367203
validation[          , genome  4310] predictions:    9589/  10000 (95.89%), best:    9647/10000 (96.47%), error:      1424.59851, best error:      1182.70618 on epoch:    75, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 61.7510643005s, input_fired_time: 0.5782681108, output_fired_time: 0.5215777755, propagate_forward_time: 23.3337841034, propagate_backward_time: 34.7991790771, weight_update_time: 0.1324954480, other_time: 2.5182571411
epoch time: 5.1291923523s, input_fired_time: 0.0730710998, output_fired_time: 0.0000000000, propagate_forward_time: 4.6312584877, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4248628616
validation[          , genome  4310] predictions:    9650/  10000 (96.50%), best:    9647/10000 (96.47%), error:      1183.50696, best error:      1182.70618 on epoch:    75, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 61.8911209106s, input_fired_time: 0.5802623034, output_fired_time: 0.5216128826, propagate_forward_time: 23.2532234192, propagate_backward_time: 35.0192680359, weight_update_time: 0.1308831424, other_time: 2.5167541504
epoch time: 5.1989903450s, input_fired_time: 0.0748149604, output_fired_time: 0.0000000000, propagate_forward_time: 4.6908788681, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4332966805
validation[          , genome  4310] predictions:    9609/  10000 (96.09%), best:    9647/10000 (96.47%), error:      1270.05310, best error:      1182.70618 on epoch:    75, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 61.7072105408s, input_fired_time: 0.5766781569, output_fired_time: 0.5202783346, propagate_forward_time: 23.2626209259, propagate_backward_time: 34.8569946289, weight_update_time: 0.1311084926, other_time: 2.4906387329
epoch time: 5.1542773247s, input_fired_time: 0.0737786889, output_fired_time: 0.0000000000, propagate_forward_time: 4.6537671089, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4267315865
validation[          , genome  4310] predictions:    9635/  10000 (96.35%), best:    9647/10000 (96.47%), error:      1210.40820, best error:      1182.70618 on epoch:    75, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 61.1844139099s, input_fired_time: 0.5735794902, output_fired_time: 0.5195145607, propagate_forward_time: 23.1332340240, propagate_backward_time: 34.5164756775, weight_update_time: 0.1286852062, other_time: 2.4416084290
epoch time: 5.1432175636s, input_fired_time: 0.0732113793, output_fired_time: 0.0000000000, propagate_forward_time: 4.6431331635, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4268732071
validation[          , genome  4310] predictions:    9631/  10000 (96.31%), best:    9647/10000 (96.47%), error:      1221.11865, best error:      1182.70618 on epoch:    75, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 61.8680076599s, input_fired_time: 0.5816856623, output_fired_time: 0.5216686130, propagate_forward_time: 23.3958168030, propagate_backward_time: 34.8408775330, weight_update_time: 0.1329204738, other_time: 2.5279617310
epoch time: 5.1132540703s, input_fired_time: 0.0740976557, output_fired_time: 0.0000000000, propagate_forward_time: 4.6105837822, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4285726547
validation[          , genome  4310] predictions:    9651/  10000 (96.51%), best:    9651/10000 (96.51%), error:      1161.28467, best error:      1161.28467 on epoch:    93, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 61.4527931213s, input_fired_time: 0.5895101428, output_fired_time: 0.5228108168, propagate_forward_time: 23.0889892578, propagate_backward_time: 34.6461639404, weight_update_time: 0.1368695050, other_time: 2.6053161621
epoch time: 5.2030382156s, input_fired_time: 0.0770017281, output_fired_time: 0.0000000000, propagate_forward_time: 4.6660866737, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4599499702
validation[          , genome  4310] predictions:    9621/  10000 (96.21%), best:    9651/10000 (96.51%), error:      1234.90063, best error:      1161.28467 on epoch:    93, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 61.5290107727s, input_fired_time: 0.5891443491, output_fired_time: 0.5262123942, propagate_forward_time: 23.1223506927, propagate_backward_time: 34.6729698181, weight_update_time: 0.1372192055, other_time: 2.6183357239
epoch time: 5.1955952644s, input_fired_time: 0.0797419474, output_fired_time: 0.0000000000, propagate_forward_time: 4.6556696892, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4601836205
validation[          , genome  4310] predictions:    9591/  10000 (95.91%), best:    9651/10000 (96.51%), error:      1330.95459, best error:      1161.28467 on epoch:    93, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 61.8776931763s, input_fired_time: 0.5997531414, output_fired_time: 0.5335597396, propagate_forward_time: 23.2128887177, propagate_backward_time: 34.8545341492, weight_update_time: 0.1388397068, other_time: 2.6769599915
epoch time: 5.2098793983s, input_fired_time: 0.0755983368, output_fired_time: 0.0000000000, propagate_forward_time: 4.6871948242, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4470863342
validation[          , genome  4310] predictions:    9488/  10000 (94.88%), best:    9651/10000 (96.51%), error:      1726.64661, best error:      1161.28467 on epoch:    93, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 61.9925422668s, input_fired_time: 0.5999546647, output_fired_time: 0.5310852528, propagate_forward_time: 23.3335361481, propagate_backward_time: 34.8774871826, weight_update_time: 0.1387086064, other_time: 2.6504745483
epoch time: 5.1718287468s, input_fired_time: 0.0748206079, output_fired_time: 0.0000000000, propagate_forward_time: 4.6567397118, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4402685165
validation[          , genome  4310] predictions:    9607/  10000 (96.07%), best:    9651/10000 (96.51%), error:      1306.50330, best error:      1161.28467 on epoch:    93, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 61.8045539856s, input_fired_time: 0.5951359868, output_fired_time: 0.5287012458, propagate_forward_time: 23.2690563202, propagate_backward_time: 34.7883987427, weight_update_time: 0.1375899017, other_time: 2.6232604980
epoch time: 5.1461544037s, input_fired_time: 0.0751047507, output_fired_time: 0.0000000000, propagate_forward_time: 4.6268362999, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4442133904
validation[          , genome  4310] predictions:    9640/  10000 (96.40%), best:    9651/10000 (96.51%), error:      1224.64941, best error:      1161.28467 on epoch:    93, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 61.7651100159s, input_fired_time: 0.5990633368, output_fired_time: 0.5248534679, propagate_forward_time: 23.2290592194, propagate_backward_time: 34.7357063293, weight_update_time: 0.1393936723, other_time: 2.6764259338
epoch time: 5.2180118561s, input_fired_time: 0.0768875405, output_fired_time: 0.0000000000, propagate_forward_time: 4.6887111664, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4524130821
validation[          , genome  4310] predictions:    9590/  10000 (95.90%), best:    9651/10000 (96.51%), error:      1424.05872, best error:      1161.28467 on epoch:    93, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 61.8819808960s, input_fired_time: 0.5989618301, output_fired_time: 0.5266088843, propagate_forward_time: 23.2579288483, propagate_backward_time: 34.8392524719, weight_update_time: 0.1389548630, other_time: 2.6592292786
epoch time: 5.2103185654s, input_fired_time: 0.0795479193, output_fired_time: 0.0000000000, propagate_forward_time: 4.6657247543, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4650459290
validation[          , genome  4310] predictions:    9633/  10000 (96.33%), best:    9651/10000 (96.51%), error:      1226.83032, best error:      1161.28467 on epoch:    93, 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: 26.1562194824s, input_fired_time: 0.3955849707, output_fired_time: 0.0000000000, propagate_forward_time: 23.2421531677, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5184822083
best training[          , genome  4310] predictions:   49164/  50000 (98.33%), best:    9651/10000 (96.51%), error:      3273.58496, best error:      1161.28467 on epoch:    93, 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: 5.2250089645s, input_fired_time: 0.0769085437, output_fired_time: 0.0000000000, propagate_forward_time: 4.6944303513, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4536700249
   testing[          , genome  4310] predictions:    9704/  10000 (97.04%), best:    9651/10000 (96.51%), error:      1050.22791, best error:      1161.28467 on epoch:    93, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
19:14:43 (7968): called boinc_finish(0)

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