Nameexact_genome_1518178202_47_18395_1
Workunit2992690
Created9 Feb 2018, 19:46:40 UTC
Sent9 Feb 2018, 20:11:02 UTC
Report deadline15 Apr 2018, 14:49:21 UTC
Received11 Feb 2018, 12:16:02 UTC
Server stateOver
OutcomeValidate error
Client stateDone
Exit status0 (0x0)
Computer ID52260
Run time1 days 2 hours 44 min 5 sec
CPU time1 days 2 hours 21 min 54 sec
Validate stateInvalid
Credit0.00
Device peak FLOPS4.44 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size186.07 MB
Peak swap size189.29 MB
Peak disk usage8.00 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
2325, propagate_forward_time: 332.3951110840, propagate_backward_time: 496.3132629395, weight_update_time: 0.5116459727, other_time: 13.2395019531
epoch time: 70.1428375244s, input_fired_time: 1.1418906450, output_fired_time: 0.0000000000, propagate_forward_time: 66.4795532227, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5213928223
validation[          , genome 18395] predictions:    9827/  10000 (98.27%), best:    9848/10000 (98.48%), error:       555.93182, best error:       488.17282 on epoch:    12, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 859.5734863281s, input_fired_time: 9.5485801697, output_fired_time: 8.4132690430, propagate_forward_time: 331.8522644043, propagate_backward_time: 496.6670837402, weight_update_time: 0.5073505044, other_time: 13.0922851563
epoch time: 70.1835708618s, input_fired_time: 1.1391139030, output_fired_time: 0.0000000000, propagate_forward_time: 66.5590667725, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4853897095
validation[          , genome 18395] predictions:    9884/  10000 (98.84%), best:    9884/10000 (98.84%), error:       390.18082, best error:       390.18082 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 857.5648803711s, input_fired_time: 9.5382328033, output_fired_time: 8.4343070984, propagate_forward_time: 331.3496704102, propagate_backward_time: 495.0245971680, weight_update_time: 0.5090634823, other_time: 13.2180786133
epoch time: 69.8777008057s, input_fired_time: 1.1300215721, output_fired_time: 0.0000000000, propagate_forward_time: 66.2350540161, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5126266479
validation[          , genome 18395] predictions:    9868/  10000 (98.68%), best:    9884/10000 (98.84%), error:       436.51126, best error:       390.18082 on epoch:    16, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 858.1095581055s, input_fired_time: 9.5286293030, output_fired_time: 8.4666557312, propagate_forward_time: 330.9442138672, propagate_backward_time: 496.0236206055, weight_update_time: 0.5212051272, other_time: 13.1464233398
epoch time: 70.4418106079s, input_fired_time: 1.1431202888, output_fired_time: 0.0000000000, propagate_forward_time: 66.7619628906, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5367279053
validation[          , genome 18395] predictions:    9853/  10000 (98.53%), best:    9884/10000 (98.84%), error:       472.62366, best error:       390.18082 on epoch:    16, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 860.2308959961s, input_fired_time: 9.5731124878, output_fired_time: 8.4378871918, propagate_forward_time: 332.3552246094, propagate_backward_time: 496.9031677246, weight_update_time: 0.5120956302, other_time: 12.9615173340
epoch time: 70.3133239746s, input_fired_time: 1.1472556591, output_fired_time: 0.0000000000, propagate_forward_time: 66.7034225464, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4626464844
validation[          , genome 18395] predictions:    9837/  10000 (98.37%), best:    9884/10000 (98.84%), error:       522.89929, best error:       390.18082 on epoch:    16, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 859.0740966797s, input_fired_time: 9.5437507629, output_fired_time: 8.4138298035, propagate_forward_time: 331.4630126953, propagate_backward_time: 496.4979858398, weight_update_time: 0.5090512037, other_time: 13.1555175781
epoch time: 70.0867843628s, input_fired_time: 1.1459629536, output_fired_time: 0.0000000000, propagate_forward_time: 66.4306106567, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5102081299
validation[          , genome 18395] predictions:    9848/  10000 (98.48%), best:    9884/10000 (98.84%), error:       496.96744, best error:       390.18082 on epoch:    16, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 860.6476440430s, input_fired_time: 9.5421695709, output_fired_time: 8.4852437973, propagate_forward_time: 332.2696838379, propagate_backward_time: 496.9364318848, weight_update_time: 0.5063927770, other_time: 13.4141235352
epoch time: 69.3307495117s, input_fired_time: 1.1320438385, output_fired_time: 0.0000000000, propagate_forward_time: 65.7198028564, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4789047241
validation[          , genome 18395] predictions:    9870/  10000 (98.70%), best:    9884/10000 (98.84%), error:       421.31296, best error:       390.18082 on epoch:    16, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 855.6208496094s, input_fired_time: 9.5202779770, output_fired_time: 8.3603134155, propagate_forward_time: 330.3740539551, propagate_backward_time: 494.2091979980, weight_update_time: 0.5065047145, other_time: 13.1570434570
epoch time: 69.0428009033s, input_fired_time: 1.1280086040, output_fired_time: 0.0000000000, propagate_forward_time: 65.4854965210, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4292984009
validation[          , genome 18395] predictions:    9821/  10000 (98.21%), best:    9884/10000 (98.84%), error:       570.90247, best error:       390.18082 on epoch:    16, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 858.8663940430s, input_fired_time: 9.5558872223, output_fired_time: 8.4028167725, propagate_forward_time: 331.2402343750, propagate_backward_time: 496.5505981445, weight_update_time: 0.5051257610, other_time: 13.1168212891
epoch time: 69.5980377197s, input_fired_time: 1.1393430233, output_fired_time: 0.0000000000, propagate_forward_time: 65.9452667236, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5134277344
validation[          , genome 18395] predictions:    9820/  10000 (98.20%), best:    9884/10000 (98.84%), error:       572.22577, best error:       390.18082 on epoch:    16, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 859.7555541992s, input_fired_time: 9.5614881516, output_fired_time: 8.4614772797, propagate_forward_time: 331.9929809570, propagate_backward_time: 496.5689392090, weight_update_time: 0.5060040951, other_time: 13.1706848145
epoch time: 70.3805847168s, input_fired_time: 1.1562292576, output_fired_time: 0.0000000000, propagate_forward_time: 66.6938552856, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5305023193
validation[          , genome 18395] predictions:    9866/  10000 (98.66%), best:    9884/10000 (98.84%), error:       467.74542, best error:       390.18082 on epoch:    16, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 861.9403686523s, input_fired_time: 9.5663156509, output_fired_time: 8.4528064728, propagate_forward_time: 332.2886962891, propagate_backward_time: 498.3523864746, weight_update_time: 0.5087817907, other_time: 13.2801208496
epoch time: 70.4847488403s, input_fired_time: 1.1354019642, output_fired_time: 0.0000000000, propagate_forward_time: 66.8723678589, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4769821167
validation[          , genome 18395] predictions:    9818/  10000 (98.18%), best:    9884/10000 (98.84%), error:       557.60895, best error:       390.18082 on epoch:    16, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 859.7735595703s, input_fired_time: 9.5612525940, output_fired_time: 8.5041723251, propagate_forward_time: 332.0737609863, propagate_backward_time: 496.5341491699, weight_update_time: 0.5037857890, other_time: 13.1002197266
epoch time: 70.3055801392s, input_fired_time: 1.1392282248, output_fired_time: 0.0000000000, propagate_forward_time: 66.6580581665, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5082931519
validation[          , genome 18395] predictions:    9797/  10000 (97.97%), best:    9884/10000 (98.84%), error:       630.08881, best error:       390.18082 on epoch:    16, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 862.4472656250s, input_fired_time: 9.5756273270, output_fired_time: 8.4918966293, propagate_forward_time: 332.6789245605, propagate_backward_time: 498.3525390625, weight_update_time: 0.5120816827, other_time: 13.3482971191
epoch time: 70.6221008301s, input_fired_time: 1.1386345625, output_fired_time: 0.0000000000, propagate_forward_time: 66.8832244873, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6002426147
validation[          , genome 18395] predictions:    9842/  10000 (98.42%), best:    9884/10000 (98.84%), error:       506.25665, best error:       390.18082 on epoch:    16, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 863.3967895508s, input_fired_time: 9.5861845016, output_fired_time: 8.4121360779, propagate_forward_time: 333.2090148926, propagate_backward_time: 498.7615356445, weight_update_time: 0.5091583729, other_time: 13.4279174805
epoch time: 70.9529266357s, input_fired_time: 1.1554737091, output_fired_time: 0.0000000000, propagate_forward_time: 67.2882080078, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5092468262
validation[          , genome 18395] predictions:    9863/  10000 (98.63%), best:    9884/10000 (98.84%), error:       431.12732, best error:       390.18082 on epoch:    16, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 863.7124023438s, input_fired_time: 9.5617971420, output_fired_time: 8.4739818573, propagate_forward_time: 332.9215087891, propagate_backward_time: 499.3963623047, weight_update_time: 0.5148202777, other_time: 13.3587646484
epoch time: 70.3549499512s, input_fired_time: 1.1398735046, output_fired_time: 0.0000000000, propagate_forward_time: 66.6820297241, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5330429077
validation[          , genome 18395] predictions:    9870/  10000 (98.70%), best:    9884/10000 (98.84%), error:       427.91229, best error:       390.18082 on epoch:    16, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 875.0200805664s, input_fired_time: 9.7713422775, output_fired_time: 8.5621614456, propagate_forward_time: 338.5141296387, propagate_backward_time: 505.4269714355, weight_update_time: 0.5212787986, other_time: 12.7455139160
epoch time: 70.2071151733s, input_fired_time: 1.1433736086, output_fired_time: 0.0000000000, propagate_forward_time: 66.5895538330, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4741897583
validation[          , genome 18395] predictions:    9875/  10000 (98.75%), best:    9884/10000 (98.84%), error:       443.56924, best error:       390.18082 on epoch:    16, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 866.6713867188s, input_fired_time: 9.6354150772, output_fired_time: 8.5178422928, propagate_forward_time: 335.0752868652, propagate_backward_time: 500.4402465820, weight_update_time: 0.5183675885, other_time: 13.0026245117
epoch time: 72.6319580078s, input_fired_time: 1.1864714622, output_fired_time: 0.0000000000, propagate_forward_time: 69.1763687134, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2691192627
validation[          , genome 18395] predictions:    9887/  10000 (98.87%), best:    9887/10000 (98.87%), error:       389.54654, best error:       389.54654 on epoch:    31, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 879.0753784180s, input_fired_time: 9.8622121811, output_fired_time: 8.6641197205, propagate_forward_time: 340.0517883301, propagate_backward_time: 508.4064941406, weight_update_time: 0.5318076015, other_time: 12.0908203125
epoch time: 72.1598281860s, input_fired_time: 1.1852501631, output_fired_time: 0.0000000000, propagate_forward_time: 68.7268066406, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2477722168
validation[          , genome 18395] predictions:    9836/  10000 (98.36%), best:    9887/10000 (98.87%), error:       507.67340, best error:       389.54654 on epoch:    31, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 881.1292724609s, input_fired_time: 9.8980197906, output_fired_time: 8.7214241028, propagate_forward_time: 340.8592224121, propagate_backward_time: 509.5537719727, weight_update_time: 0.5440917611, other_time: 12.0968627930
epoch time: 72.3706207275s, input_fired_time: 1.1999591589, output_fired_time: 0.0000000000, propagate_forward_time: 68.9955902100, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1750717163
validation[          , genome 18395] predictions:    9883/  10000 (98.83%), best:    9887/10000 (98.87%), error:       411.42197, best error:       389.54654 on epoch:    31, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 881.9967041016s, input_fired_time: 9.9173974991, output_fired_time: 8.6865482330, propagate_forward_time: 341.0768432617, propagate_backward_time: 510.4313354492, weight_update_time: 0.5438598394, other_time: 11.8845825195
epoch time: 71.6945037842s, input_fired_time: 1.1861499548, output_fired_time: 0.0000000000, propagate_forward_time: 68.2807922363, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2275619507
validation[          , genome 18395] predictions:    9864/  10000 (98.64%), best:    9887/10000 (98.87%), error:       456.91254, best error:       389.54654 on epoch:    31, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 906.9592285156s, input_fired_time: 10.1623144150, output_fired_time: 8.9388456345, propagate_forward_time: 352.0288391113, propagate_backward_time: 523.6381835938, weight_update_time: 0.5524755120, other_time: 12.1910400391
epoch time: 73.9397888184s, input_fired_time: 1.2362512350, output_fired_time: 0.0000000000, propagate_forward_time: 70.5106430054, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1928939819
validation[          , genome 18395] predictions:    9874/  10000 (98.74%), best:    9887/10000 (98.87%), error:       406.15097, best error:       389.54654 on epoch:    31, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 893.4105834961s, input_fired_time: 10.0347070694, output_fired_time: 8.7955799103, propagate_forward_time: 346.8632507324, propagate_backward_time: 515.5288085938, weight_update_time: 0.5347116590, other_time: 12.1882324219
epoch time: 71.6164932251s, input_fired_time: 1.1855748892, output_fired_time: 0.0000000000, propagate_forward_time: 68.1452407837, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2856750488
validation[          , genome 18395] predictions:    9871/  10000 (98.71%), best:    9887/10000 (98.87%), error:       426.99146, best error:       389.54654 on epoch:    31, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 885.7186279297s, input_fired_time: 9.9134807587, output_fired_time: 8.7354135513, propagate_forward_time: 342.6417541504, propagate_backward_time: 512.2680664063, weight_update_time: 0.5284137726, other_time: 12.1599121094
epoch time: 72.3198165894s, input_fired_time: 1.2201324701, output_fired_time: 0.0000000000, propagate_forward_time: 68.8990020752, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2006835938
validation[          , genome 18395] predictions:    9855/  10000 (98.55%), best:    9887/10000 (98.87%), error:       453.06610, best error:       389.54654 on epoch:    31, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 903.4727783203s, input_fired_time: 10.1170206070, output_fired_time: 8.8691415787, propagate_forward_time: 351.0759277344, propagate_backward_time: 521.4049682617, weight_update_time: 0.5423062444, other_time: 12.0057373047
epoch time: 71.8324813843s, input_fired_time: 1.1890140772, output_fired_time: 0.0000000000, propagate_forward_time: 68.4041442871, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2393264771
validation[          , genome 18395] predictions:    9876/  10000 (98.76%), best:    9887/10000 (98.87%), error:       406.05585, best error:       389.54654 on epoch:    31, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 894.3075561523s, input_fired_time: 10.0259351730, output_fired_time: 8.8050851822, propagate_forward_time: 346.8280029297, propagate_backward_time: 516.5281982422, weight_update_time: 0.5443240404, other_time: 12.1203002930
epoch time: 75.8341979980s, input_fired_time: 1.2606524229, output_fired_time: 0.0000000000, propagate_forward_time: 72.4201889038, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1533584595
validation[          , genome 18395] predictions:    9897/  10000 (98.97%), best:    9897/10000 (98.97%), error:       339.79895, best error:       339.79895 on epoch:    39, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 889.5529174805s, input_fired_time: 10.0173912048, output_fired_time: 8.7224454880, propagate_forward_time: 345.5299072266, propagate_backward_time: 513.3253784180, weight_update_time: 0.5315103531, other_time: 11.9577636719
epoch time: 71.9250793457s, input_fired_time: 1.1979655027, output_fired_time: 0.0000000000, propagate_forward_time: 68.5449523926, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1821594238
validation[          , genome 18395] predictions:    9897/  10000 (98.97%), best:    9897/10000 (98.97%), error:       343.79715, best error:       339.79895 on epoch:    39, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 893.3386840820s, input_fired_time: 10.0963411331, output_fired_time: 8.7775287628, propagate_forward_time: 346.6925048828, propagate_backward_time: 515.9276123047, weight_update_time: 0.5464949012, other_time: 11.8447265625
epoch time: 72.3690719604s, input_fired_time: 1.2067282200, output_fired_time: 0.0000000000, propagate_forward_time: 68.9970321655, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1653137207
validation[          , genome 18395] predictions:    9894/  10000 (98.94%), best:    9897/10000 (98.97%), error:       352.39368, best error:       339.79895 on epoch:    39, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 891.5197143555s, input_fired_time: 10.0888929367, output_fired_time: 8.7804603577, propagate_forward_time: 345.8294372559, propagate_backward_time: 515.0117187500, weight_update_time: 0.5392382741, other_time: 11.8092041016
epoch time: 72.5330047607s, input_fired_time: 1.2198098898, output_fired_time: 0.0000000000, propagate_forward_time: 69.0890808105, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2241134644
validation[          , genome 18395] predictions:    9871/  10000 (98.71%), best:    9897/10000 (98.97%), error:       384.40002, best error:       339.79895 on epoch:    39, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 889.7506103516s, input_fired_time: 9.9984035492, output_fired_time: 8.7711143494, propagate_forward_time: 344.2084045410, propagate_backward_time: 514.8121948242, weight_update_time: 0.5399594903, other_time: 11.9605102539
epoch time: 72.9647827148s, input_fired_time: 1.2017084360, output_fired_time: 0.0000000000, propagate_forward_time: 69.5463485718, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2167282104
validation[          , genome 18395] predictions:    9855/  10000 (98.55%), best:    9897/10000 (98.97%), error:       448.29800, best error:       339.79895 on epoch:    39, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 890.7097167969s, input_fired_time: 10.0276632309, output_fired_time: 8.7960891724, propagate_forward_time: 345.6974487305, propagate_backward_time: 514.1478881836, weight_update_time: 0.5395396948, other_time: 12.0406494141
epoch time: 72.2856063843s, input_fired_time: 1.2027388811, output_fired_time: 0.0000000000, propagate_forward_time: 68.8665008545, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2163696289
validation[          , genome 18395] predictions:    9881/  10000 (98.81%), best:    9897/10000 (98.97%), error:       403.61688, best error:       339.79895 on epoch:    39, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 889.5329589844s, input_fired_time: 10.0111789703, output_fired_time: 8.7743215561, propagate_forward_time: 344.2770690918, propagate_backward_time: 514.5336914063, weight_update_time: 0.5418101549, other_time: 11.9367675781
epoch time: 72.3818664551s, input_fired_time: 1.2138286829, output_fired_time: 0.0000000000, propagate_forward_time: 68.9616622925, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2063751221
validation[          , genome 18395] predictions:    9896/  10000 (98.96%), best:    9897/10000 (98.97%), error:       352.82214, best error:       339.79895 on epoch:    39, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 890.0486450195s, input_fired_time: 10.0642051697, output_fired_time: 8.7330532074, propagate_forward_time: 344.7996520996, propagate_backward_time: 514.5073852539, weight_update_time: 0.5416932702, other_time: 11.9443969727
epoch time: 73.1891098022s, input_fired_time: 1.2376894951, output_fired_time: 0.0000000000, propagate_forward_time: 69.7377624512, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2136611938
validation[          , genome 18395] predictions:    9869/  10000 (98.69%), best:    9897/10000 (98.97%), error:       399.31619, best error:       339.79895 on epoch:    39, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 896.0019531250s, input_fired_time: 10.1170616150, output_fired_time: 8.8716058731, propagate_forward_time: 347.3608093262, propagate_backward_time: 517.7598266602, weight_update_time: 0.5337454081, other_time: 11.8926391602
epoch time: 72.5197906494s, input_fired_time: 1.2049108744, output_fired_time: 0.0000000000, propagate_forward_time: 69.1460418701, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1688385010
validation[          , genome 18395] predictions:    9888/  10000 (98.88%), best:    9897/10000 (98.97%), error:       376.54080, best error:       339.79895 on epoch:    39, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 896.6646728516s, input_fired_time: 10.1314220428, output_fired_time: 8.8333101273, propagate_forward_time: 348.2049865723, propagate_backward_time: 517.6920776367, weight_update_time: 0.5434712172, other_time: 11.8029174805
epoch time: 72.8949127197s, input_fired_time: 1.2214158773, output_fired_time: 0.0000000000, propagate_forward_time: 69.4769287109, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1965713501
validation[          , genome 18395] predictions:    9882/  10000 (98.82%), best:    9897/10000 (98.97%), error:       363.96393, best error:       339.79895 on epoch:    39, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 893.1550903320s, input_fired_time: 10.0967884064, output_fired_time: 8.7869110107, propagate_forward_time: 346.0688476563, propagate_backward_time: 516.3134155273, weight_update_time: 0.5545381308, other_time: 11.8890991211
epoch time: 72.5203018188s, input_fired_time: 1.2047512531, output_fired_time: 0.0000000000, propagate_forward_time: 69.1091613770, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2063903809
validation[          , genome 18395] predictions:    9892/  10000 (98.92%), best:    9897/10000 (98.97%), error:       345.22595, best error:       339.79895 on epoch:    39, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 891.6947021484s, input_fired_time: 10.0530614853, output_fired_time: 8.7714271545, propagate_forward_time: 345.4161987305, propagate_backward_time: 515.6250000000, weight_update_time: 0.5433226228, other_time: 11.8290405273
epoch time: 72.5535049438s, input_fired_time: 1.2170292139, output_fired_time: 0.0000000000, propagate_forward_time: 69.1454696655, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1910095215
validation[          , genome 18395] predictions:    9904/  10000 (99.04%), best:    9904/10000 (99.04%), error:       319.34372, best error:       319.34372 on epoch:    50, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 896.7135009766s, input_fired_time: 10.1140556335, output_fired_time: 8.8372249603, propagate_forward_time: 347.7759094238, propagate_backward_time: 518.0733032227, weight_update_time: 0.5431219935, other_time: 11.9130249023
epoch time: 72.2318649292s, input_fired_time: 1.2074974775, output_fired_time: 0.0000000000, propagate_forward_time: 68.8484573364, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1759109497
validation[          , genome 18395] predictions:    9889/  10000 (98.89%), best:    9904/10000 (99.04%), error:       336.38052, best error:       319.34372 on epoch:    50, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 890.6658935547s, input_fired_time: 10.0819835663, output_fired_time: 8.7487611771, propagate_forward_time: 345.3479919434, propagate_backward_time: 514.6270751953, weight_update_time: 0.5454987884, other_time: 11.8601074219
epoch time: 72.6840972900s, input_fired_time: 1.2231445313, output_fired_time: 0.0000000000, propagate_forward_time: 69.3022384644, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1587142944
validation[          , genome 18395] predictions:    9889/  10000 (98.89%), best:    9904/10000 (99.04%), error:       345.87473, best error:       319.34372 on epoch:    50, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 890.8457641602s, input_fired_time: 10.0799512863, output_fired_time: 8.7543001175, propagate_forward_time: 345.6564025879, propagate_backward_time: 514.5748291016, weight_update_time: 0.5405775905, other_time: 11.7802734375
epoch time: 71.9299468994s, input_fired_time: 1.2055495977, output_fired_time: 0.0000000000, propagate_forward_time: 68.5394821167, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1849136353
validation[          , genome 18395] predictions:    9892/  10000 (98.92%), best:    9904/10000 (99.04%), error:       347.08212, best error:       319.34372 on epoch:    50, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 889.6423339844s, input_fired_time: 10.0225162506, output_fired_time: 8.7118921280, propagate_forward_time: 344.8347167969, propagate_backward_time: 514.2617797852, weight_update_time: 0.5467551351, other_time: 11.8114013672
epoch time: 72.8455734253s, input_fired_time: 1.2284220457, output_fired_time: 0.0000000000, propagate_forward_time: 69.4515304565, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1656188965
validation[          , genome 18395] predictions:    9897/  10000 (98.97%), best:    9904/10000 (99.04%), error:       325.28052, best error:       319.34372 on epoch:    50, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 888.7850341797s, input_fired_time: 10.0252923965, output_fired_time: 8.7485656738, propagate_forward_time: 344.8483886719, propagate_backward_time: 513.2587280273, weight_update_time: 0.5346373916, other_time: 11.9041137695
epoch time: 72.1601257324s, input_fired_time: 1.2197052240, output_fired_time: 0.0000000000, propagate_forward_time: 68.6761474609, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2642745972
validation[          , genome 18395] predictions:    9879/  10000 (98.79%), best:    9904/10000 (99.04%), error:       393.87820, best error:       319.34372 on epoch:    50, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 892.3698730469s, input_fired_time: 10.0683908463, output_fired_time: 8.7637748718, propagate_forward_time: 345.9126892090, propagate_backward_time: 515.8260498047, weight_update_time: 0.5495344996, other_time: 11.7989501953
epoch time: 71.9825668335s, input_fired_time: 1.2118475437, output_fired_time: 0.0000000000, propagate_forward_time: 68.5308609009, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2398605347
validation[          , genome 18395] predictions:    9891/  10000 (98.91%), best:    9904/10000 (99.04%), error:       357.25656, best error:       319.34372 on epoch:    50, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 889.7567749023s, input_fired_time: 10.0726566315, output_fired_time: 8.7402496338, propagate_forward_time: 344.6062927246, propagate_backward_time: 514.3206176758, weight_update_time: 0.5354378223, other_time: 12.0170288086
epoch time: 72.4137420654s, input_fired_time: 1.2153265476, output_fired_time: 0.0000000000, propagate_forward_time: 68.9304275513, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2679901123
validation[          , genome 18395] predictions:    9901/  10000 (99.01%), best:    9904/10000 (99.04%), error:       344.17328, best error:       319.34372 on epoch:    50, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 890.3178710938s, input_fired_time: 10.0697288513, output_fired_time: 8.7583332062, propagate_forward_time: 345.3228454590, propagate_backward_time: 514.2968750000, weight_update_time: 0.5428637266, other_time: 11.8701171875
epoch time: 71.9172744751s, input_fired_time: 1.2169244289, output_fired_time: 0.0000000000, propagate_forward_time: 68.4930801392, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2072677612
validation[          , genome 18395] predictions:    9896/  10000 (98.96%), best:    9904/10000 (99.04%), error:       345.57724, best error:       319.34372 on epoch:    50, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 891.6833496094s, input_fired_time: 10.1077833176, output_fired_time: 8.7590770721, propagate_forward_time: 345.9410400391, propagate_backward_time: 514.7416381836, weight_update_time: 0.5394040346, other_time: 12.1337890625
epoch time: 72.8543243408s, input_fired_time: 1.2232183218, output_fired_time: 0.0000000000, propagate_forward_time: 69.4651718140, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1659317017
validation[          , genome 18395] predictions:    9891/  10000 (98.91%), best:    9904/10000 (99.04%), error:       338.63162, best error:       319.34372 on epoch:    50, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 887.8853759766s, input_fired_time: 9.9799280167, output_fired_time: 8.7469654083, propagate_forward_time: 344.0590515137, propagate_backward_time: 512.9234619141, weight_update_time: 0.5369501114, other_time: 12.1760253906
epoch time: 71.3774261475s, input_fired_time: 1.1942945719, output_fired_time: 0.0000000000, propagate_forward_time: 67.8651885986, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3179397583
validation[          , genome 18395] predictions:    9889/  10000 (98.89%), best:    9904/10000 (99.04%), error:       330.80722, best error:       319.34372 on epoch:    50, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 886.5062866211s, input_fired_time: 9.9884767532, output_fired_time: 8.6739864349, propagate_forward_time: 343.8393554688, propagate_backward_time: 511.8406372070, weight_update_time: 0.5352276564, other_time: 12.1638183594
epoch time: 72.3304977417s, input_fired_time: 1.2143143415, output_fired_time: 0.0000000000, propagate_forward_time: 68.8891525269, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2270278931
validation[          , genome 18395] predictions:    9880/  10000 (98.80%), best:    9904/10000 (99.04%), error:       390.19989, best error:       319.34372 on epoch:    50, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 888.9783325195s, input_fired_time: 10.0581626892, output_fired_time: 8.7266836166, propagate_forward_time: 344.5092163086, propagate_backward_time: 513.7376708984, weight_update_time: 0.5366318226, other_time: 11.9465942383
epoch time: 72.4377441406s, input_fired_time: 1.2150887251, output_fired_time: 0.0000000000, propagate_forward_time: 68.9256896973, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2969665527
validation[          , genome 18395] predictions:    9905/  10000 (99.05%), best:    9905/10000 (99.05%), error:       306.83688, best error:       306.83688 on epoch:    62, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 889.1279296875s, input_fired_time: 10.0743131638, output_fired_time: 8.7522373199, propagate_forward_time: 344.8123168945, propagate_backward_time: 513.3555297852, weight_update_time: 0.5384157896, other_time: 12.1334838867
epoch time: 72.7206192017s, input_fired_time: 1.2243030071, output_fired_time: 0.0000000000, propagate_forward_time: 69.3007278442, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1955871582
validation[          , genome 18395] predictions:    9915/  10000 (99.15%), best:    9915/10000 (99.15%), error:       283.75687, best error:       283.75687 on epoch:    63, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 887.0859375000s, input_fired_time: 10.0632200241, output_fired_time: 8.7560968399, propagate_forward_time: 343.4263610840, propagate_backward_time: 512.8240966797, weight_update_time: 0.5401794910, other_time: 12.0161132813
epoch time: 72.6441040039s, input_fired_time: 1.2271963358, output_fired_time: 0.0000000000, propagate_forward_time: 69.2430191040, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1738891602
validation[          , genome 18395] predictions:    9892/  10000 (98.92%), best:    9915/10000 (99.15%), error:       353.20193, best error:       283.75687 on epoch:    63, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 890.0112304688s, input_fired_time: 10.1129026413, output_fired_time: 8.7691240311, propagate_forward_time: 344.9847106934, propagate_backward_time: 514.1837768555, weight_update_time: 0.5428025723, other_time: 11.9607543945
epoch time: 72.3323059082s, input_fired_time: 1.2247501612, output_fired_time: 0.0000000000, propagate_forward_time: 68.8813323975, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2262268066
validation[          , genome 18395] predictions:    9903/  10000 (99.03%), best:    9915/10000 (99.15%), error:       310.75122, best error:       283.75687 on epoch:    63, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 891.1530761719s, input_fired_time: 10.0839557648, output_fired_time: 8.7275810242, propagate_forward_time: 345.5436096191, propagate_backward_time: 514.8211669922, weight_update_time: 0.5418020487, other_time: 11.9766845703
epoch time: 72.4315109253s, input_fired_time: 1.2152539492, output_fired_time: 0.0000000000, propagate_forward_time: 68.9630661011, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2531890869
validation[          , genome 18395] predictions:    9901/  10000 (99.01%), best:    9915/10000 (99.15%), error:       332.93277, best error:       283.75687 on epoch:    63, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 891.5250244141s, input_fired_time: 10.0935773849, output_fired_time: 8.8027420044, propagate_forward_time: 345.3985900879, propagate_backward_time: 515.3102416992, weight_update_time: 0.5383712649, other_time: 11.9198608398
epoch time: 72.2407836914s, input_fired_time: 1.2140052319, output_fired_time: 0.0000000000, propagate_forward_time: 68.8063964844, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2203826904
validation[          , genome 18395] predictions:    9911/  10000 (99.11%), best:    9915/10000 (99.15%), error:       327.41290, best error:       283.75687 on epoch:    63, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 882.6302490234s, input_fired_time: 9.9767150879, output_fired_time: 8.6467170715, propagate_forward_time: 342.1158142090, propagate_backward_time: 509.6420593262, weight_update_time: 0.5344573259, other_time: 12.2489318848
epoch time: 72.2761154175s, input_fired_time: 1.2031898499, output_fired_time: 0.0000000000, propagate_forward_time: 68.7615890503, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3113327026
validation[          , genome 18395] predictions:    9914/  10000 (99.14%), best:    9915/10000 (99.15%), error:       301.09167, best error:       283.75687 on epoch:    63, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 871.7764282227s, input_fired_time: 9.8273401260, output_fired_time: 8.5494184494, propagate_forward_time: 336.6883544922, propagate_backward_time: 503.5292053223, weight_update_time: 0.5175297856, other_time: 13.1820983887
epoch time: 70.6130981445s, input_fired_time: 1.1834559441, output_fired_time: 0.0000000000, propagate_forward_time: 66.9384078979, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4912338257
validation[          , genome 18395] predictions:    9908/  10000 (99.08%), best:    9915/10000 (99.15%), error:       322.40955, best error:       283.75687 on epoch:    63, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 866.3198852539s, input_fired_time: 9.7594308853, output_fired_time: 8.4779758453, propagate_forward_time: 334.4799194336, propagate_backward_time: 500.2029113770, weight_update_time: 0.5150110126, other_time: 13.3996276855
epoch time: 70.1590042114s, input_fired_time: 1.1787283421, output_fired_time: 0.0000000000, propagate_forward_time: 66.4694213867, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5108566284
validation[          , genome 18395] predictions:    9909/  10000 (99.09%), best:    9915/10000 (99.15%), error:       312.56927, best error:       283.75687 on epoch:    63, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 866.9876098633s, input_fired_time: 9.7967910767, output_fired_time: 8.4438190460, propagate_forward_time: 335.7596435547, propagate_backward_time: 499.7899780273, weight_update_time: 0.5040834546, other_time: 13.1973266602
epoch time: 69.9063949585s, input_fired_time: 1.1653995514, output_fired_time: 0.0000000000, propagate_forward_time: 66.2453231812, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4956741333
validation[          , genome 18395] predictions:    9892/  10000 (98.92%), best:    9915/10000 (99.15%), error:       369.17099, best error:       283.75687 on epoch:    63, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 865.4865722656s, input_fired_time: 9.7189025879, output_fired_time: 8.4774999619, propagate_forward_time: 334.1036376953, propagate_backward_time: 499.8133544922, weight_update_time: 0.5080538392, other_time: 13.3732299805
epoch time: 69.8134078979s, input_fired_time: 1.1714717150, output_fired_time: 0.0000000000, propagate_forward_time: 66.1090011597, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5329360962
validation[          , genome 18395] predictions:    9906/  10000 (99.06%), best:    9915/10000 (99.15%), error:       306.49466, best error:       283.75687 on epoch:    63, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 880.7575683594s, input_fired_time: 9.9314880371, output_fired_time: 8.6315670013, propagate_forward_time: 340.3320922852, propagate_backward_time: 509.1632080078, weight_update_time: 0.5232896805, other_time: 12.6991577148
epoch time: 71.2951049805s, input_fired_time: 1.2092382908, output_fired_time: 0.0000000000, propagate_forward_time: 67.8019180298, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2839508057
validation[          , genome 18395] predictions:    9900/  10000 (99.00%), best:    9915/10000 (99.15%), error:       304.34610, best error:       283.75687 on epoch:    63, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 877.6246337891s, input_fired_time: 9.9406423569, output_fired_time: 8.6363735199, propagate_forward_time: 339.0459594727, propagate_backward_time: 507.8576354980, weight_update_time: 0.5302332044, other_time: 12.1440734863
epoch time: 70.8887252808s, input_fired_time: 1.2022536993, output_fired_time: 0.0000000000, propagate_forward_time: 67.4203491211, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2661209106
validation[          , genome 18395] predictions:    9900/  10000 (99.00%), best:    9915/10000 (99.15%), error:       309.13174, best error:       283.75687 on epoch:    63, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 884.7320556641s, input_fired_time: 10.0215454102, output_fired_time: 8.6640758514, propagate_forward_time: 342.7467041016, propagate_backward_time: 511.0399780273, weight_update_time: 0.5293340087, other_time: 12.2597656250
epoch time: 73.5042114258s, input_fired_time: 1.2436267138, output_fired_time: 0.0000000000, propagate_forward_time: 70.0764770508, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1841049194
validation[          , genome 18395] predictions:    9906/  10000 (99.06%), best:    9906/10000 (99.06%), error:       282.04037, best error:       282.04037 on epoch:    75, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 897.7335205078s, input_fired_time: 10.1917839050, output_fired_time: 8.8504438400, propagate_forward_time: 347.6433715820, propagate_backward_time: 518.9189453125, weight_update_time: 0.5411945581, other_time: 12.1289672852
epoch time: 72.8763656616s, input_fired_time: 1.2420195341, output_fired_time: 0.0000000000, propagate_forward_time: 69.4131698608, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2211761475
validation[          , genome 18395] predictions:    9902/  10000 (99.02%), best:    9906/10000 (99.06%), error:       293.44672, best error:       282.04037 on epoch:    75, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 900.7006835938s, input_fired_time: 10.2304573059, output_fired_time: 8.8624153137, propagate_forward_time: 349.3063964844, propagate_backward_time: 520.4949340820, weight_update_time: 0.5508983731, other_time: 11.8064575195
epoch time: 72.8209457397s, input_fired_time: 1.2394682169, output_fired_time: 0.0000000000, propagate_forward_time: 69.3949737549, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1865005493
validation[          , genome 18395] predictions:    9904/  10000 (99.04%), best:    9906/10000 (99.06%), error:       300.50900, best error:       282.04037 on epoch:    75, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 899.5328979492s, input_fired_time: 10.2498683929, output_fired_time: 8.8786354065, propagate_forward_time: 348.2503967285, propagate_backward_time: 520.3623657227, weight_update_time: 0.5484567285, other_time: 11.7915649414
epoch time: 73.9902496338s, input_fired_time: 1.2314440012, output_fired_time: 0.0000000000, propagate_forward_time: 70.5541305542, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2046737671
validation[          , genome 18395] predictions:    9909/  10000 (99.09%), best:    9906/10000 (99.06%), error:       310.69510, best error:       282.04037 on epoch:    75, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 895.2036132813s, input_fired_time: 10.1841926575, output_fired_time: 8.8233461380, propagate_forward_time: 346.8601684570, propagate_backward_time: 517.4229736328, weight_update_time: 0.5464607477, other_time: 11.9129028320
epoch time: 72.0740203857s, input_fired_time: 1.2183392048, output_fired_time: 0.0000000000, propagate_forward_time: 68.7178421021, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1378402710
validation[          , genome 18395] predictions:    9908/  10000 (99.08%), best:    9906/10000 (99.06%), error:       296.12738, best error:       282.04037 on epoch:    75, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 878.7654418945s, input_fired_time: 9.9093933105, output_fired_time: 8.6569690704, propagate_forward_time: 340.0161132813, propagate_backward_time: 507.4271545410, weight_update_time: 0.5232397914, other_time: 12.7558288574
epoch time: 71.0494766235s, input_fired_time: 1.1890335083, output_fired_time: 0.0000000000, propagate_forward_time: 67.3598785400, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5005645752
validation[          , genome 18395] predictions:    9911/  10000 (99.11%), best:    9906/10000 (99.06%), error:       297.94095, best error:       282.04037 on epoch:    75, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 878.1506347656s, input_fired_time: 9.8672037125, output_fired_time: 8.5873460770, propagate_forward_time: 340.3570251465, propagate_backward_time: 506.0044250488, weight_update_time: 0.5140392780, other_time: 13.3346862793
epoch time: 70.1927032471s, input_fired_time: 1.1755234003, output_fired_time: 0.0000000000, propagate_forward_time: 66.5136871338, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5034942627
validation[          , genome 18395] predictions:    9903/  10000 (99.03%), best:    9906/10000 (99.06%), error:       295.98309, best error:       282.04037 on epoch:    75, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 865.7088623047s, input_fired_time: 9.7377967834, output_fired_time: 8.4146776199, propagate_forward_time: 334.8268432617, propagate_backward_time: 499.3451232910, weight_update_time: 0.5078601241, other_time: 13.3844299316
epoch time: 70.2530517578s, input_fired_time: 1.1817721128, output_fired_time: 0.0000000000, propagate_forward_time: 66.5689468384, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5023345947
validation[          , genome 18395] predictions:    9913/  10000 (99.13%), best:    9906/10000 (99.06%), error:       291.38522, best error:       282.04037 on epoch:    75, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 865.8201904297s, input_fired_time: 9.7682914734, output_fired_time: 8.5213060379, propagate_forward_time: 333.7573242188, propagate_backward_time: 500.3684387207, weight_update_time: 0.5099682808, other_time: 13.4048156738
epoch time: 70.3023986816s, input_fired_time: 1.1747725010, output_fired_time: 0.0000000000, propagate_forward_time: 66.6094284058, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5181961060
validation[          , genome 18395] predictions:    9906/  10000 (99.06%), best:    9906/10000 (99.06%), error:       277.99911, best error:       277.99911 on epoch:    83, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 866.3029174805s, input_fired_time: 9.7653369904, output_fired_time: 8.4677410126, propagate_forward_time: 334.4398803711, propagate_backward_time: 500.0659484863, weight_update_time: 0.5153634548, other_time: 13.5640563965
epoch time: 70.9695587158s, input_fired_time: 1.1904191971, output_fired_time: 0.0000000000, propagate_forward_time: 67.3024215698, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4767150879
validation[          , genome 18395] predictions:    9917/  10000 (99.17%), best:    9906/10000 (99.06%), error:       282.22321, best error:       277.99911 on epoch:    83, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 863.9500732422s, input_fired_time: 9.7408599854, output_fired_time: 8.4424819946, propagate_forward_time: 333.9518127441, propagate_backward_time: 498.5157775879, weight_update_time: 0.5089814067, other_time: 13.2991333008
epoch time: 70.7373809814s, input_fired_time: 1.1901394129, output_fired_time: 0.0000000000, propagate_forward_time: 67.0011062622, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5461349487
validation[          , genome 18395] predictions:    9905/  10000 (99.05%), best:    9906/10000 (99.06%), error:       290.18448, best error:       277.99911 on epoch:    83, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 862.1763916016s, input_fired_time: 9.7514553070, output_fired_time: 8.4660921097, propagate_forward_time: 332.5829467773, propagate_backward_time: 497.8560180664, weight_update_time: 0.5084376335, other_time: 13.5198974609
epoch time: 70.2391204834s, input_fired_time: 1.1798924208, output_fired_time: 0.0000000000, propagate_forward_time: 66.4597244263, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5995025635
validation[          , genome 18395] predictions:    9913/  10000 (99.13%), best:    9906/10000 (99.06%), error:       296.40924, best error:       277.99911 on epoch:    83, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 863.4531860352s, input_fired_time: 9.7448434830, output_fired_time: 8.4424457550, propagate_forward_time: 333.6538391113, propagate_backward_time: 498.1769104004, weight_update_time: 0.5027107596, other_time: 13.4351196289
epoch time: 70.6785812378s, input_fired_time: 1.1782724857, output_fired_time: 0.0000000000, propagate_forward_time: 66.9968795776, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5034255981
validation[          , genome 18395] predictions:    9903/  10000 (99.03%), best:    9906/10000 (99.06%), error:       291.94720, best error:       277.99911 on epoch:    83, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 855.6058959961s, input_fired_time: 9.6892366409, output_fired_time: 8.3155002594, propagate_forward_time: 329.8908081055, propagate_backward_time: 494.3978881836, weight_update_time: 0.5044590831, other_time: 13.3125000000
epoch time: 69.8194198608s, input_fired_time: 1.1748559475, output_fired_time: 0.0000000000, propagate_forward_time: 66.1236801147, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5208816528
validation[          , genome 18395] predictions:    9912/  10000 (99.12%), best:    9906/10000 (99.06%), error:       282.09460, best error:       277.99911 on epoch:    83, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 865.8817749023s, input_fired_time: 9.7899703979, output_fired_time: 8.5539312363, propagate_forward_time: 335.0038757324, propagate_backward_time: 499.1505432129, weight_update_time: 0.5103374720, other_time: 13.3833923340
epoch time: 69.9419860840s, input_fired_time: 1.1752268076, output_fired_time: 0.0000000000, propagate_forward_time: 66.2184524536, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5483093262
validation[          , genome 18395] predictions:    9911/  10000 (99.11%), best:    9906/10000 (99.06%), error:       279.37781, best error:       277.99911 on epoch:    83, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 863.3624267578s, input_fired_time: 9.7220907211, output_fired_time: 8.4448366165, propagate_forward_time: 332.3577880859, propagate_backward_time: 499.3457641602, weight_update_time: 0.5106474757, other_time: 13.4919433594
epoch time: 70.2798995972s, input_fired_time: 1.1723783016, output_fired_time: 0.0000000000, propagate_forward_time: 66.5730133057, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5345077515
validation[          , genome 18395] predictions:    9913/  10000 (99.13%), best:    9913/10000 (99.13%), error:       276.60794, best error:       276.60794 on epoch:    90, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 865.0341796875s, input_fired_time: 9.7859201431, output_fired_time: 8.4817800522, propagate_forward_time: 333.3444519043, propagate_backward_time: 500.0346069336, weight_update_time: 0.5125666857, other_time: 13.3873901367
epoch time: 73.2262344360s, input_fired_time: 1.2471573353, output_fired_time: 0.0000000000, propagate_forward_time: 69.4646759033, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5144042969
validation[          , genome 18395] predictions:    9917/  10000 (99.17%), best:    9913/10000 (99.13%), error:       285.21082, best error:       276.60794 on epoch:    90, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 873.5428466797s, input_fired_time: 9.8733520508, output_fired_time: 8.5656394958, propagate_forward_time: 337.4783020020, propagate_backward_time: 504.3672180176, weight_update_time: 0.5189571977, other_time: 13.2583923340
epoch time: 69.6535110474s, input_fired_time: 1.1708282232, output_fired_time: 0.0000000000, propagate_forward_time: 65.9593811035, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5233001709
validation[          , genome 18395] predictions:    9915/  10000 (99.15%), best:    9913/10000 (99.13%), error:       288.58334, best error:       276.60794 on epoch:    90, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 861.7622680664s, input_fired_time: 9.7694158554, output_fired_time: 8.4227218628, propagate_forward_time: 332.5989379883, propagate_backward_time: 497.4913940430, weight_update_time: 0.5076860189, other_time: 13.4797973633
epoch time: 70.3946762085s, input_fired_time: 1.1795333624, output_fired_time: 0.0000000000, propagate_forward_time: 66.6819229126, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5332183838
validation[          , genome 18395] predictions:    9913/  10000 (99.13%), best:    9913/10000 (99.13%), error:       283.81042, best error:       276.60794 on epoch:    90, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 864.9168090820s, input_fired_time: 9.7800264359, output_fired_time: 8.4574699402, propagate_forward_time: 333.3370361328, propagate_backward_time: 500.0221862793, weight_update_time: 0.5072813630, other_time: 13.3200988770
epoch time: 70.6689376831s, input_fired_time: 1.1848522425, output_fired_time: 0.0000000000, propagate_forward_time: 67.0035171509, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4805679321
validation[          , genome 18395] predictions:    9911/  10000 (99.11%), best:    9913/10000 (99.13%), error:       292.77631, best error:       276.60794 on epoch:    90, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 867.5962524414s, input_fired_time: 9.7605438232, output_fired_time: 8.5027303696, propagate_forward_time: 334.0559082031, propagate_backward_time: 502.0088806152, weight_update_time: 0.5094721913, other_time: 13.2681579590
epoch time: 71.1026611328s, input_fired_time: 1.1908417940, output_fired_time: 0.0000000000, propagate_forward_time: 67.4134063721, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4984130859
validation[          , genome 18395] predictions:    9911/  10000 (99.11%), best:    9913/10000 (99.13%), error:       279.80380, best error:       276.60794 on epoch:    90, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 868.6171875000s, input_fired_time: 9.7882633209, output_fired_time: 8.4749498367, propagate_forward_time: 335.5195007324, propagate_backward_time: 501.5119323730, weight_update_time: 0.5101377368, other_time: 13.3225402832
epoch time: 70.3508377075s, input_fired_time: 1.1805630922, output_fired_time: 0.0000000000, propagate_forward_time: 66.6587829590, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5114898682
validation[          , genome 18395] predictions:    9910/  10000 (99.10%), best:    9913/10000 (99.13%), error:       280.04642, best error:       276.60794 on epoch:    90, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 863.8065795898s, input_fired_time: 9.7597866058, output_fired_time: 8.4380693436, propagate_forward_time: 333.1197204590, propagate_backward_time: 499.1449584961, weight_update_time: 0.5049902201, other_time: 13.3440551758
epoch time: 70.7135696411s, input_fired_time: 1.1809240580, output_fired_time: 0.0000000000, propagate_forward_time: 66.9396362305, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5930099487
validation[          , genome 18395] predictions:    9917/  10000 (99.17%), best:    9913/10000 (99.13%), error:       280.84042, best error:       276.60794 on epoch:    90, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 862.2551269531s, input_fired_time: 9.7429752350, output_fired_time: 8.4532394409, propagate_forward_time: 332.4440307617, propagate_backward_time: 498.1114501953, weight_update_time: 0.5070772767, other_time: 13.5034179688
epoch time: 70.1055221558s, input_fired_time: 1.1843507290, output_fired_time: 0.0000000000, propagate_forward_time: 66.3304901123, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5906829834
validation[          , genome 18395] predictions:    9917/  10000 (99.17%), best:    9913/10000 (99.13%), error:       284.42148, best error:       276.60794 on epoch:    90, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 863.9852905273s, input_fired_time: 9.7667608261, output_fired_time: 8.3966083527, propagate_forward_time: 333.2957763672, propagate_backward_time: 499.2009582520, weight_update_time: 0.5068106055, other_time: 13.3251647949
epoch time: 70.5468826294s, input_fired_time: 1.1927974224, output_fired_time: 0.0000000000, propagate_forward_time: 66.8806304932, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4734573364
validation[          , genome 18395] predictions:    9912/  10000 (99.12%), best:    9913/10000 (99.13%), error:       287.81281, best error:       276.60794 on epoch:    90, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 868.6714477539s, input_fired_time: 9.8369789124, output_fired_time: 8.4433717728, propagate_forward_time: 336.1092529297, propagate_backward_time: 501.0163269043, weight_update_time: 0.5085884333, other_time: 13.2655334473
epoch time: 70.8917541504s, input_fired_time: 1.1927450895, output_fired_time: 0.0000000000, propagate_forward_time: 67.1697006226, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5293121338
validation[          , genome 18395] predictions:    9908/  10000 (99.08%), best:    9913/10000 (99.13%), error:       285.97177, best error:       276.60794 on epoch:    90, 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: 353.3273620605s, input_fired_time: 5.9348502159, output_fired_time: 0.0000000000, propagate_forward_time: 334.6782836914, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 12.7142333984
best training[          , genome 18395] predictions:   49999/  50000 (100.00%), best:    9913/10000 (99.13%), error:        96.01414, best error:       276.60794 on epoch:    90, 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: 70.4657669067s, input_fired_time: 1.1731376648, output_fired_time: 0.0000000000, propagate_forward_time: 66.7675857544, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5250473022
   testing[          , genome 18395] predictions:    9914/  10000 (99.14%), best:    9913/10000 (99.13%), error:       264.45981, best error:       276.60794 on epoch:    90, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
06:04:31 (628): called boinc_finish(0)

</stderr_txt>
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