Nameexact_genome_1508499903_24_14181_1
Workunit2261270
Created23 Oct 2017, 18:44:00 UTC
Sent23 Oct 2017, 19:14:49 UTC
Report deadline10 Dec 2017, 22:21:20 UTC
Received26 Oct 2017, 20:48:36 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID54172
Run time1 days 1 hours 11 min 4 sec
CPU time1 days 1 hours 4 min 50 sec
Validate stateValid
Credit12,032.38
Device peak FLOPS3.27 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size169.39 MB
Peak swap size170.83 MB
Peak disk usage3.23 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
time: 63.1733589172, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6977577209
validation[          , genome 14181] predictions:    9826/  10000 (98.26%), best:    9816/10000 (98.16%), error:       545.57953, best error:       495.21661 on epoch:    12, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 821.1522216797s, input_fired_time: 8.9417829514, output_fired_time: 6.8588147163, propagate_forward_time: 315.2724304199, propagate_backward_time: 480.5700378418, weight_update_time: 0.7203317285, other_time: 9.5091552734
epoch time: 65.4828262329s, input_fired_time: 0.9635750055, output_fired_time: 0.0000000000, propagate_forward_time: 62.8222961426, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6969528198
validation[          , genome 14181] predictions:    9849/  10000 (98.49%), best:    9816/10000 (98.16%), error:       515.47626, best error:       495.21661 on epoch:    12, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 820.3746948242s, input_fired_time: 8.9421224594, output_fired_time: 6.8356676102, propagate_forward_time: 315.3738708496, propagate_backward_time: 479.6779785156, weight_update_time: 0.7200319171, other_time: 9.5450134277
epoch time: 66.4575042725s, input_fired_time: 0.9731924534, output_fired_time: 0.0000000000, propagate_forward_time: 63.7723846436, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7119293213
validation[          , genome 14181] predictions:    9865/  10000 (98.65%), best:    9865/10000 (98.65%), error:       427.44998, best error:       427.44998 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 828.2749023438s, input_fired_time: 9.0157556534, output_fired_time: 6.9182076454, propagate_forward_time: 317.9207153320, propagate_backward_time: 484.8036804199, weight_update_time: 0.7280579209, other_time: 9.6165466309
epoch time: 66.2111129761s, input_fired_time: 0.9703865051, output_fired_time: 0.0000000000, propagate_forward_time: 63.5186042786, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7221183777
validation[          , genome 14181] predictions:    9838/  10000 (98.38%), best:    9865/10000 (98.65%), error:       508.24686, best error:       427.44998 on epoch:    16, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 827.4143676758s, input_fired_time: 9.0171785355, output_fired_time: 6.9209794998, propagate_forward_time: 317.5394592285, propagate_backward_time: 484.3250122070, weight_update_time: 0.7270684838, other_time: 9.6117858887
epoch time: 66.1721038818s, input_fired_time: 0.9731691480, output_fired_time: 0.0000000000, propagate_forward_time: 63.4983520508, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7005844116
validation[          , genome 14181] predictions:    9831/  10000 (98.31%), best:    9865/10000 (98.65%), error:       537.61981, best error:       427.44998 on epoch:    16, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 826.2703857422s, input_fired_time: 9.0090923309, output_fired_time: 6.8951573372, propagate_forward_time: 317.4688110352, propagate_backward_time: 483.3123779297, weight_update_time: 0.7229793072, other_time: 9.5849609375
epoch time: 65.7217178345s, input_fired_time: 0.9705715775, output_fired_time: 0.0000000000, propagate_forward_time: 63.0359878540, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7151565552
validation[          , genome 14181] predictions:    9862/  10000 (98.62%), best:    9865/10000 (98.65%), error:       461.42761, best error:       427.44998 on epoch:    16, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 824.5318603516s, input_fired_time: 8.9952688217, output_fired_time: 6.8469285965, propagate_forward_time: 316.7280883789, propagate_backward_time: 482.4172668457, weight_update_time: 0.7192338109, other_time: 9.5443420410
epoch time: 65.9661178589s, input_fired_time: 0.9691997766, output_fired_time: 0.0000000000, propagate_forward_time: 63.2728271484, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7240905762
validation[          , genome 14181] predictions:    9816/  10000 (98.16%), best:    9865/10000 (98.65%), error:       608.83905, best error:       427.44998 on epoch:    16, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 829.8493041992s, input_fired_time: 9.0635871887, output_fired_time: 6.9520316124, propagate_forward_time: 318.7502441406, propagate_backward_time: 485.4534912109, weight_update_time: 0.7269806862, other_time: 9.6299438477
epoch time: 66.2414474487s, input_fired_time: 0.9771016240, output_fired_time: 0.0000000000, propagate_forward_time: 63.5466918945, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7176513672
validation[          , genome 14181] predictions:    9851/  10000 (98.51%), best:    9865/10000 (98.65%), error:       497.83478, best error:       427.44998 on epoch:    16, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 827.3822021484s, input_fired_time: 9.0325508118, output_fired_time: 6.9130330086, propagate_forward_time: 317.5900573730, propagate_backward_time: 484.2561035156, weight_update_time: 0.7280660272, other_time: 9.5904846191
epoch time: 66.2324600220s, input_fired_time: 0.9763499498, output_fired_time: 0.0000000000, propagate_forward_time: 63.5452575684, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7108535767
validation[          , genome 14181] predictions:    9850/  10000 (98.50%), best:    9865/10000 (98.65%), error:       467.25873, best error:       427.44998 on epoch:    16, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 827.0444946289s, input_fired_time: 9.0120887756, output_fired_time: 6.9062390327, propagate_forward_time: 317.5360412598, propagate_backward_time: 484.0021057129, weight_update_time: 0.7250642776, other_time: 9.5880126953
epoch time: 66.0058822632s, input_fired_time: 0.9760090113, output_fired_time: 0.0000000000, propagate_forward_time: 63.3267860413, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7030906677
validation[          , genome 14181] predictions:    9846/  10000 (98.46%), best:    9865/10000 (98.65%), error:       476.61618, best error:       427.44998 on epoch:    16, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 827.1348876953s, input_fired_time: 9.0152921677, output_fired_time: 6.8633089066, propagate_forward_time: 318.0738220215, propagate_backward_time: 483.5838317871, weight_update_time: 0.7246503234, other_time: 9.5986328125
epoch time: 66.1861343384s, input_fired_time: 0.9741241932, output_fired_time: 0.0000000000, propagate_forward_time: 63.4992599487, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7127532959
validation[          , genome 14181] predictions:    9849/  10000 (98.49%), best:    9865/10000 (98.65%), error:       500.68307, best error:       427.44998 on epoch:    16, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 826.6437377930s, input_fired_time: 9.0116519928, output_fired_time: 6.8523507118, propagate_forward_time: 317.8364868164, propagate_backward_time: 483.4008789062, weight_update_time: 0.7242866158, other_time: 9.5423583984
epoch time: 66.1935882568s, input_fired_time: 0.9772575498, output_fired_time: 0.0000000000, propagate_forward_time: 63.5071487427, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7091827393
validation[          , genome 14181] predictions:    9847/  10000 (98.47%), best:    9865/10000 (98.65%), error:       508.87262, best error:       427.44998 on epoch:    16, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 815.9408569336s, input_fired_time: 8.9525394440, output_fired_time: 6.8171162605, propagate_forward_time: 313.6609802246, propagate_backward_time: 477.0057678223, weight_update_time: 0.7160685062, other_time: 9.5044555664
epoch time: 64.8724746704s, input_fired_time: 0.9711318612, output_fired_time: 0.0000000000, propagate_forward_time: 62.2061691284, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6951751709
validation[          , genome 14181] predictions:    9851/  10000 (98.51%), best:    9865/10000 (98.65%), error:       516.52417, best error:       427.44998 on epoch:    16, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 820.7777099609s, input_fired_time: 8.9719781876, output_fired_time: 6.8216295242, propagate_forward_time: 315.3437805176, propagate_backward_time: 480.0775146484, weight_update_time: 0.7189046144, other_time: 9.5627746582
epoch time: 66.4042282104s, input_fired_time: 0.9802403450, output_fired_time: 0.0000000000, propagate_forward_time: 63.7091026306, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7148857117
validation[          , genome 14181] predictions:    9877/  10000 (98.77%), best:    9865/10000 (98.65%), error:       439.06113, best error:       427.44998 on epoch:    16, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 824.2225952148s, input_fired_time: 9.0109424591, output_fired_time: 6.8870439529, propagate_forward_time: 316.3551635742, propagate_backward_time: 482.4341125488, weight_update_time: 0.7237451077, other_time: 9.5353698730
epoch time: 65.9091567993s, input_fired_time: 0.9811099768, output_fired_time: 0.0000000000, propagate_forward_time: 63.2120056152, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7160415649
validation[          , genome 14181] predictions:    9852/  10000 (98.52%), best:    9865/10000 (98.65%), error:       437.38116, best error:       427.44998 on epoch:    16, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 824.5355834961s, input_fired_time: 9.0267992020, output_fired_time: 6.9191098213, propagate_forward_time: 316.2967224121, propagate_backward_time: 482.7223815918, weight_update_time: 0.7242631912, other_time: 9.5705566406
epoch time: 65.9863128662s, input_fired_time: 0.9832980633, output_fired_time: 0.0000000000, propagate_forward_time: 63.3027687073, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7002449036
validation[          , genome 14181] predictions:    9843/  10000 (98.43%), best:    9865/10000 (98.65%), error:       507.83673, best error:       427.44998 on epoch:    16, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 825.0010375977s, input_fired_time: 9.0017433167, output_fired_time: 6.8718976974, propagate_forward_time: 317.2149963379, propagate_backward_time: 482.3731384277, weight_update_time: 0.7216634154, other_time: 9.5392456055
epoch time: 65.6981887817s, input_fired_time: 0.9736267924, output_fired_time: 0.0000000000, propagate_forward_time: 63.0142478943, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7103157043
validation[          , genome 14181] predictions:    9855/  10000 (98.55%), best:    9865/10000 (98.65%), error:       490.96060, best error:       427.44998 on epoch:    16, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 825.0418701172s, input_fired_time: 9.0386676788, output_fired_time: 6.8632516861, propagate_forward_time: 316.9828796387, propagate_backward_time: 482.5801696777, weight_update_time: 0.7308691144, other_time: 9.5768432617
epoch time: 66.0791091919s, input_fired_time: 0.9823015928, output_fired_time: 0.0000000000, propagate_forward_time: 63.3939476013, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7028617859
validation[          , genome 14181] predictions:    9889/  10000 (98.89%), best:    9889/10000 (98.89%), error:       373.35028, best error:       373.35028 on epoch:    31, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 825.6748657227s, input_fired_time: 9.0372591019, output_fired_time: 6.8680272102, propagate_forward_time: 317.1602783203, propagate_backward_time: 483.0017395020, weight_update_time: 0.7226177454, other_time: 9.6075744629
epoch time: 66.0615463257s, input_fired_time: 0.9808844924, output_fired_time: 0.0000000000, propagate_forward_time: 63.3808288574, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6998367310
validation[          , genome 14181] predictions:    9875/  10000 (98.75%), best:    9889/10000 (98.89%), error:       417.46643, best error:       373.35028 on epoch:    31, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 825.2942504883s, input_fired_time: 9.0248003006, output_fired_time: 6.8429107666, propagate_forward_time: 317.2351684570, propagate_backward_time: 482.6674499512, weight_update_time: 0.7218102813, other_time: 9.5239562988
epoch time: 66.1288146973s, input_fired_time: 0.9793676734, output_fired_time: 0.0000000000, propagate_forward_time: 63.4444313049, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7050132751
validation[          , genome 14181] predictions:    9867/  10000 (98.67%), best:    9889/10000 (98.89%), error:       426.57150, best error:       373.35028 on epoch:    31, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 826.6442871094s, input_fired_time: 9.0655632019, output_fired_time: 6.8868384361, propagate_forward_time: 317.7788696289, propagate_backward_time: 483.3690490723, weight_update_time: 0.7224788070, other_time: 9.5439758301
epoch time: 66.1182785034s, input_fired_time: 0.9860133529, output_fired_time: 0.0000000000, propagate_forward_time: 63.4139709473, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7182922363
validation[          , genome 14181] predictions:    9879/  10000 (98.79%), best:    9889/10000 (98.89%), error:       395.18542, best error:       373.35028 on epoch:    31, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 825.9088134766s, input_fired_time: 9.0439710617, output_fired_time: 6.8478155136, propagate_forward_time: 317.3640441895, propagate_backward_time: 483.1442871094, weight_update_time: 0.7215991616, other_time: 9.5086975098
epoch time: 66.2200317383s, input_fired_time: 0.9837200642, output_fired_time: 0.0000000000, propagate_forward_time: 63.5181541443, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7181587219
validation[          , genome 14181] predictions:    9860/  10000 (98.60%), best:    9889/10000 (98.89%), error:       412.50024, best error:       373.35028 on epoch:    31, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 827.2669677734s, input_fired_time: 9.0751886368, output_fired_time: 6.8913922310, propagate_forward_time: 317.5561523438, propagate_backward_time: 484.1958312988, weight_update_time: 0.7260048985, other_time: 9.5483703613
epoch time: 66.1895904541s, input_fired_time: 0.9852110744, output_fired_time: 0.0000000000, propagate_forward_time: 63.4977874756, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7065887451
validation[          , genome 14181] predictions:    9858/  10000 (98.58%), best:    9889/10000 (98.89%), error:       420.76062, best error:       373.35028 on epoch:    31, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 826.9680175781s, input_fired_time: 9.0752077103, output_fired_time: 6.8720245361, propagate_forward_time: 317.4291381836, propagate_backward_time: 484.0613403320, weight_update_time: 0.7252743244, other_time: 9.5303344727
epoch time: 66.1255264282s, input_fired_time: 0.9837946892, output_fired_time: 0.0000000000, propagate_forward_time: 63.4317817688, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7099494934
validation[          , genome 14181] predictions:    9865/  10000 (98.65%), best:    9889/10000 (98.89%), error:       445.26862, best error:       373.35028 on epoch:    31, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 824.9704589844s, input_fired_time: 9.0528860092, output_fired_time: 6.8413724899, propagate_forward_time: 317.1547241211, propagate_backward_time: 482.4278564453, weight_update_time: 0.7226800323, other_time: 9.4936523438
epoch time: 66.1545944214s, input_fired_time: 0.9922196269, output_fired_time: 0.0000000000, propagate_forward_time: 63.4411926270, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7211837769
validation[          , genome 14181] predictions:    9870/  10000 (98.70%), best:    9889/10000 (98.89%), error:       405.12457, best error:       373.35028 on epoch:    31, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 824.1789550781s, input_fired_time: 9.0832052231, output_fired_time: 6.8450541496, propagate_forward_time: 316.5365600586, propagate_backward_time: 482.1642456055, weight_update_time: 0.7211275697, other_time: 9.5499267578
epoch time: 66.3038177490s, input_fired_time: 0.9907978773, output_fired_time: 0.0000000000, propagate_forward_time: 63.5907402039, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7222785950
validation[          , genome 14181] predictions:    9887/  10000 (98.87%), best:    9889/10000 (98.89%), error:       392.38641, best error:       373.35028 on epoch:    31, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 824.1520996094s, input_fired_time: 9.0616722107, output_fired_time: 6.8322544098, propagate_forward_time: 316.5388793945, propagate_backward_time: 482.2048645020, weight_update_time: 0.7206621170, other_time: 9.5144348145
epoch time: 66.5529251099s, input_fired_time: 0.9996327758, output_fired_time: 0.0000000000, propagate_forward_time: 63.8311500549, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7221412659
validation[          , genome 14181] predictions:    9849/  10000 (98.49%), best:    9889/10000 (98.89%), error:       449.09494, best error:       373.35028 on epoch:    31, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 823.8309936523s, input_fired_time: 9.0396375656, output_fired_time: 6.8490605354, propagate_forward_time: 316.2028198242, propagate_backward_time: 482.1997985840, weight_update_time: 0.7200463414, other_time: 9.5397033691
epoch time: 65.7906036377s, input_fired_time: 0.9873238206, output_fired_time: 0.0000000000, propagate_forward_time: 63.0993194580, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7039566040
validation[          , genome 14181] predictions:    9874/  10000 (98.74%), best:    9889/10000 (98.89%), error:       413.27515, best error:       373.35028 on epoch:    31, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 826.2206420898s, input_fired_time: 9.0668468475, output_fired_time: 6.8539175987, propagate_forward_time: 317.2534179688, propagate_backward_time: 483.4850158691, weight_update_time: 0.7213895321, other_time: 9.5614318848
epoch time: 65.7403335571s, input_fired_time: 0.9797219038, output_fired_time: 0.0000000000, propagate_forward_time: 63.0672264099, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6933860779
validation[          , genome 14181] predictions:    9847/  10000 (98.47%), best:    9889/10000 (98.89%), error:       497.23239, best error:       373.35028 on epoch:    31, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 819.8572998047s, input_fired_time: 9.0621004105, output_fired_time: 6.8053884506, propagate_forward_time: 315.1144104004, propagate_backward_time: 479.3959045410, weight_update_time: 0.7161055207, other_time: 9.4795532227
epoch time: 65.6390075684s, input_fired_time: 1.0028471947, output_fired_time: 0.0000000000, propagate_forward_time: 62.9221725464, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7139892578
validation[          , genome 14181] predictions:    9875/  10000 (98.75%), best:    9889/10000 (98.89%), error:       414.08942, best error:       373.35028 on epoch:    31, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 814.7094116211s, input_fired_time: 9.0651922226, output_fired_time: 6.7882952690, propagate_forward_time: 313.7193298340, propagate_backward_time: 475.5544433594, weight_update_time: 0.7167151570, other_time: 9.5821838379
epoch time: 66.6462173462s, input_fired_time: 0.9998569489, output_fired_time: 0.0000000000, propagate_forward_time: 63.9203605652, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7260017395
validation[          , genome 14181] predictions:    9883/  10000 (98.83%), best:    9889/10000 (98.89%), error:       379.67691, best error:       373.35028 on epoch:    31, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 826.7844238281s, input_fired_time: 9.1276140213, output_fired_time: 6.8585891724, propagate_forward_time: 317.7008666992, propagate_backward_time: 483.5359497070, weight_update_time: 0.7234857678, other_time: 9.5614013672
epoch time: 66.1616592407s, input_fired_time: 0.9942718148, output_fired_time: 0.0000000000, propagate_forward_time: 63.4587249756, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7086639404
validation[          , genome 14181] predictions:    9870/  10000 (98.70%), best:    9889/10000 (98.89%), error:       404.65094, best error:       373.35028 on epoch:    31, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 825.8233032227s, input_fired_time: 9.0804166794, output_fired_time: 6.8281564713, propagate_forward_time: 317.4889526367, propagate_backward_time: 482.9601745605, weight_update_time: 0.7202591300, other_time: 9.4655456543
epoch time: 66.2283630371s, input_fired_time: 1.0007379055, output_fired_time: 0.0000000000, propagate_forward_time: 63.5137405396, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7138824463
validation[          , genome 14181] predictions:    9869/  10000 (98.69%), best:    9889/10000 (98.89%), error:       405.63986, best error:       373.35028 on epoch:    31, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 837.9779052734s, input_fired_time: 9.2884664536, output_fired_time: 7.0438532829, propagate_forward_time: 322.5745544434, propagate_backward_time: 489.3320007324, weight_update_time: 0.7263788581, other_time: 9.7390747070
epoch time: 66.2853088379s, input_fired_time: 1.0048177242, output_fired_time: 0.0000000000, propagate_forward_time: 63.5468521118, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7336425781
validation[          , genome 14181] predictions:    9893/  10000 (98.93%), best:    9889/10000 (98.89%), error:       398.11844, best error:       373.35028 on epoch:    31, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 827.1527709961s, input_fired_time: 9.1476640701, output_fired_time: 6.9165053368, propagate_forward_time: 317.6048278809, propagate_backward_time: 483.8812561035, weight_update_time: 0.7280594707, other_time: 9.6025390625
epoch time: 66.2611236572s, input_fired_time: 1.0048094988, output_fired_time: 0.0000000000, propagate_forward_time: 63.5377388000, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7185783386
validation[          , genome 14181] predictions:    9889/  10000 (98.89%), best:    9889/10000 (98.89%), error:       354.45712, best error:       354.45712 on epoch:    48, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 824.7987670898s, input_fired_time: 9.1351423264, output_fired_time: 6.9086399078, propagate_forward_time: 316.4013061523, propagate_backward_time: 482.7732238770, weight_update_time: 0.7247082591, other_time: 9.5804748535
epoch time: 66.2250747681s, input_fired_time: 1.0030109882, output_fired_time: 0.0000000000, propagate_forward_time: 63.5002212524, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7218399048
validation[          , genome 14181] predictions:    9867/  10000 (98.67%), best:    9889/10000 (98.89%), error:       412.37601, best error:       354.45712 on epoch:    48, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 827.0380859375s, input_fired_time: 9.1608200073, output_fired_time: 6.9379215240, propagate_forward_time: 317.3067932129, propagate_backward_time: 484.0505371094, weight_update_time: 0.7269731760, other_time: 9.5820007324
epoch time: 66.2169723511s, input_fired_time: 1.0031157732, output_fired_time: 0.0000000000, propagate_forward_time: 63.4956665039, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7181930542
validation[          , genome 14181] predictions:    9892/  10000 (98.92%), best:    9889/10000 (98.89%), error:       362.72589, best error:       354.45712 on epoch:    48, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 837.8226928711s, input_fired_time: 9.2618083954, output_fired_time: 6.9826765060, propagate_forward_time: 322.4692993164, propagate_backward_time: 489.4050598145, weight_update_time: 0.7393934131, other_time: 9.7038879395
epoch time: 67.5592727661s, input_fired_time: 1.0264811516, output_fired_time: 0.0000000000, propagate_forward_time: 64.7931747437, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7396163940
validation[          , genome 14181] predictions:    9891/  10000 (98.91%), best:    9889/10000 (98.89%), error:       370.02924, best error:       354.45712 on epoch:    48, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 842.6760253906s, input_fired_time: 9.3953905106, output_fired_time: 7.0382914543, propagate_forward_time: 324.5637512207, propagate_backward_time: 491.9145812988, weight_update_time: 0.7335080504, other_time: 9.7640380859
epoch time: 67.4623947144s, input_fired_time: 1.0257755518, output_fired_time: 0.0000000000, propagate_forward_time: 64.6446380615, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7919845581
validation[          , genome 14181] predictions:    9853/  10000 (98.53%), best:    9889/10000 (98.89%), error:       487.18002, best error:       354.45712 on epoch:    48, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 851.7559204102s, input_fired_time: 9.4612436295, output_fired_time: 7.0477619171, propagate_forward_time: 327.7618713379, propagate_backward_time: 497.5010681152, weight_update_time: 0.7432750463, other_time: 9.9839477539
epoch time: 68.0507431030s, input_fired_time: 1.0479521751, output_fired_time: 0.0000000000, propagate_forward_time: 65.2377700806, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7650222778
validation[          , genome 14181] predictions:    9886/  10000 (98.86%), best:    9889/10000 (98.89%), error:       405.64755, best error:       354.45712 on epoch:    48, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 852.0643310547s, input_fired_time: 9.5138835907, output_fired_time: 7.1023654938, propagate_forward_time: 327.6408386230, propagate_backward_time: 497.8614501953, weight_update_time: 0.7715419531, other_time: 9.9458312988
epoch time: 69.1250076294s, input_fired_time: 1.0827468634, output_fired_time: 0.0000000000, propagate_forward_time: 66.2427139282, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7995452881
validation[          , genome 14181] predictions:    9853/  10000 (98.53%), best:    9889/10000 (98.89%), error:       497.22668, best error:       354.45712 on epoch:    48, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 836.8827514648s, input_fired_time: 9.2771024704, output_fired_time: 6.9677391052, propagate_forward_time: 321.4948425293, propagate_backward_time: 489.3632202148, weight_update_time: 0.7370923758, other_time: 9.7798767090
epoch time: 66.2415237427s, input_fired_time: 0.9998127222, output_fired_time: 0.0000000000, propagate_forward_time: 63.5237312317, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7179832458
validation[          , genome 14181] predictions:    9857/  10000 (98.57%), best:    9889/10000 (98.89%), error:       450.18967, best error:       354.45712 on epoch:    48, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 826.5321655273s, input_fired_time: 9.1414337158, output_fired_time: 6.8771195412, propagate_forward_time: 317.3339538574, propagate_backward_time: 483.6629638672, weight_update_time: 0.7255904078, other_time: 9.5166931152
epoch time: 66.1631622314s, input_fired_time: 1.0045194626, output_fired_time: 0.0000000000, propagate_forward_time: 63.4405326843, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7181129456
validation[          , genome 14181] predictions:    9883/  10000 (98.83%), best:    9889/10000 (98.89%), error:       392.84738, best error:       354.45712 on epoch:    48, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 825.3396606445s, input_fired_time: 9.1300554276, output_fired_time: 6.8695802689, propagate_forward_time: 317.0144958496, propagate_backward_time: 482.8488159180, weight_update_time: 0.7247226238, other_time: 9.4767150879
epoch time: 66.2469558716s, input_fired_time: 1.0026727915, output_fired_time: 0.0000000000, propagate_forward_time: 63.5281143188, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7161712646
validation[          , genome 14181] predictions:    9896/  10000 (98.96%), best:    9896/10000 (98.96%), error:       338.43359, best error:       338.43359 on epoch:    57, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 828.3003540039s, input_fired_time: 9.1668272018, output_fired_time: 6.8524780273, propagate_forward_time: 318.7067565918, propagate_backward_time: 483.9933471680, weight_update_time: 0.7296972871, other_time: 9.5809631348
epoch time: 66.1640396118s, input_fired_time: 1.0043070316, output_fired_time: 0.0000000000, propagate_forward_time: 63.4475593567, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7121696472
validation[          , genome 14181] predictions:    9894/  10000 (98.94%), best:    9896/10000 (98.96%), error:       343.10742, best error:       338.43359 on epoch:    57, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 823.7468872070s, input_fired_time: 9.1550064087, output_fired_time: 6.8342146873, propagate_forward_time: 317.2575378418, propagate_backward_time: 480.7612915039, weight_update_time: 0.7257396579, other_time: 9.7388000488
epoch time: 66.0236892700s, input_fired_time: 1.0057224035, output_fired_time: 0.0000000000, propagate_forward_time: 63.3032455444, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7147216797
validation[          , genome 14181] predictions:    9880/  10000 (98.80%), best:    9896/10000 (98.96%), error:       383.33524, best error:       338.43359 on epoch:    57, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 830.6630859375s, input_fired_time: 9.2152118683, output_fired_time: 6.8811063766, propagate_forward_time: 319.4096069336, propagate_backward_time: 485.5859680176, weight_update_time: 0.7229951620, other_time: 9.5711975098
epoch time: 66.1829910278s, input_fired_time: 1.0076268911, output_fired_time: 0.0000000000, propagate_forward_time: 63.4628486633, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7125129700
validation[          , genome 14181] predictions:    9870/  10000 (98.70%), best:    9896/10000 (98.96%), error:       391.67752, best error:       338.43359 on epoch:    57, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 826.0856323242s, input_fired_time: 9.1612234116, output_fired_time: 6.8307027817, propagate_forward_time: 317.7019958496, propagate_backward_time: 482.8169860840, weight_update_time: 0.7233027220, other_time: 9.5747680664
epoch time: 66.1352462769s, input_fired_time: 1.0067425966, output_fired_time: 0.0000000000, propagate_forward_time: 63.4203834534, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7081184387
validation[          , genome 14181] predictions:    9886/  10000 (98.86%), best:    9896/10000 (98.96%), error:       380.27628, best error:       338.43359 on epoch:    57, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 826.5912475586s, input_fired_time: 9.1927385330, output_fired_time: 6.9137454033, propagate_forward_time: 317.2689819336, propagate_backward_time: 483.6407775879, weight_update_time: 0.7259352207, other_time: 9.5749816895
epoch time: 66.1764297485s, input_fired_time: 1.0085589886, output_fired_time: 0.0000000000, propagate_forward_time: 63.4585609436, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7093086243
validation[          , genome 14181] predictions:    9881/  10000 (98.81%), best:    9896/10000 (98.96%), error:       365.94879, best error:       338.43359 on epoch:    57, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 817.6734008789s, input_fired_time: 9.0999050140, output_fired_time: 6.8527979851, propagate_forward_time: 314.4161071777, propagate_backward_time: 477.8211975098, weight_update_time: 0.7161985636, other_time: 9.4833984375
epoch time: 64.5652008057s, input_fired_time: 0.9955514669, output_fired_time: 0.0000000000, propagate_forward_time: 61.8879547119, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6816940308
validation[          , genome 14181] predictions:    9889/  10000 (98.89%), best:    9896/10000 (98.96%), error:       343.70505, best error:       338.43359 on epoch:    57, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 810.1950683594s, input_fired_time: 9.0390520096, output_fired_time: 6.7795505524, propagate_forward_time: 311.4800109863, propagate_backward_time: 473.4469909668, weight_update_time: 0.7190955877, other_time: 9.4494628906
epoch time: 65.3812484741s, input_fired_time: 1.0079641342, output_fired_time: 0.0000000000, propagate_forward_time: 62.6795043945, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6937789917
validation[          , genome 14181] predictions:    9890/  10000 (98.90%), best:    9896/10000 (98.96%), error:       375.11526, best error:       338.43359 on epoch:    57, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 811.8189086914s, input_fired_time: 9.0612249374, output_fired_time: 6.7381739616, propagate_forward_time: 312.0206298828, propagate_backward_time: 474.5185546875, weight_update_time: 0.7268213034, other_time: 9.4803466797
epoch time: 65.6682662964s, input_fired_time: 1.0034110546, output_fired_time: 0.0000000000, propagate_forward_time: 62.9572372437, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7076187134
validation[          , genome 14181] predictions:    9881/  10000 (98.81%), best:    9896/10000 (98.96%), error:       395.83319, best error:       338.43359 on epoch:    57, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 820.6899414062s, input_fired_time: 9.1122837067, output_fired_time: 6.8364510536, propagate_forward_time: 315.2647094727, propagate_backward_time: 479.9509887695, weight_update_time: 0.7288950682, other_time: 9.5255126953
epoch time: 65.3621902466s, input_fired_time: 1.0050808191, output_fired_time: 0.0000000000, propagate_forward_time: 62.6647644043, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6923446655
validation[          , genome 14181] predictions:    9892/  10000 (98.92%), best:    9896/10000 (98.96%), error:       343.19757, best error:       338.43359 on epoch:    57, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 812.7195434570s, input_fired_time: 9.0606708527, output_fired_time: 6.7670431137, propagate_forward_time: 312.0991821289, propagate_backward_time: 475.3087158203, weight_update_time: 0.7285423875, other_time: 9.4839477539
epoch time: 65.5674133301s, input_fired_time: 1.0054358244, output_fired_time: 0.0000000000, propagate_forward_time: 62.8702087402, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6917724609
validation[          , genome 14181] predictions:    9884/  10000 (98.84%), best:    9896/10000 (98.96%), error:       362.18546, best error:       338.43359 on epoch:    57, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 817.4124755859s, input_fired_time: 9.1198015213, output_fired_time: 6.7950310707, propagate_forward_time: 314.2821960449, propagate_backward_time: 477.7458496094, weight_update_time: 0.7157146335, other_time: 9.4695739746
epoch time: 65.5542678833s, input_fired_time: 1.0072094202, output_fired_time: 0.0000000000, propagate_forward_time: 62.8540496826, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6930084229
validation[          , genome 14181] predictions:    9891/  10000 (98.91%), best:    9896/10000 (98.96%), error:       353.86496, best error:       338.43359 on epoch:    57, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 818.6094360352s, input_fired_time: 9.1389694214, output_fired_time: 6.8311190605, propagate_forward_time: 314.7800598145, propagate_backward_time: 478.3753967285, weight_update_time: 0.7190439701, other_time: 9.4838867188
epoch time: 64.9804382324s, input_fired_time: 0.9971897602, output_fired_time: 0.0000000000, propagate_forward_time: 62.2698402405, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7134094238
validation[          , genome 14181] predictions:    9889/  10000 (98.89%), best:    9896/10000 (98.96%), error:       350.66220, best error:       338.43359 on epoch:    57, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 826.1141967773s, input_fired_time: 9.1974983215, output_fired_time: 6.8836646080, propagate_forward_time: 317.3007202148, propagate_backward_time: 483.1872253418, weight_update_time: 0.7247781157, other_time: 9.5450744629
epoch time: 66.2239990234s, input_fired_time: 1.0156511068, output_fired_time: 0.0000000000, propagate_forward_time: 63.4997444153, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7086067200
validation[          , genome 14181] predictions:    9887/  10000 (98.87%), best:    9896/10000 (98.96%), error:       351.03470, best error:       338.43359 on epoch:    57, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 828.6882324219s, input_fired_time: 9.2231712341, output_fired_time: 6.8413410187, propagate_forward_time: 318.3496093750, propagate_backward_time: 484.7174377441, weight_update_time: 0.7232232690, other_time: 9.5566711426
epoch time: 66.1797332764s, input_fired_time: 1.0173982382, output_fired_time: 0.0000000000, propagate_forward_time: 63.4591636658, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7031745911
validation[          , genome 14181] predictions:    9896/  10000 (98.96%), best:    9896/10000 (98.96%), error:       329.50366, best error:       329.50366 on epoch:    71, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 825.7924194336s, input_fired_time: 9.1916284561, output_fired_time: 6.8659729958, propagate_forward_time: 317.4581604004, propagate_backward_time: 482.7413635254, weight_update_time: 0.7236281037, other_time: 9.5352783203
epoch time: 66.1707611084s, input_fired_time: 1.0155915022, output_fired_time: 0.0000000000, propagate_forward_time: 63.4370193481, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7181472778
validation[          , genome 14181] predictions:    9899/  10000 (98.99%), best:    9896/10000 (98.96%), error:       332.23016, best error:       329.50366 on epoch:    71, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 827.0319213867s, input_fired_time: 9.2163410187, output_fired_time: 6.8859438896, propagate_forward_time: 317.7622070312, propagate_backward_time: 483.6129150391, weight_update_time: 0.7263469100, other_time: 9.5545043945
epoch time: 66.3496475220s, input_fired_time: 1.0198992491, output_fired_time: 0.0000000000, propagate_forward_time: 63.6234474182, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7063026428
validation[          , genome 14181] predictions:    9902/  10000 (99.02%), best:    9896/10000 (98.96%), error:       332.60129, best error:       329.50366 on epoch:    71, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 828.7428588867s, input_fired_time: 9.2343769073, output_fired_time: 6.8928785324, propagate_forward_time: 318.0410461426, propagate_backward_time: 485.0206604004, weight_update_time: 0.7267340422, other_time: 9.5538940430
epoch time: 67.0911712646s, input_fired_time: 1.0169603825, output_fired_time: 0.0000000000, propagate_forward_time: 64.3369293213, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7372817993
validation[          , genome 14181] predictions:    9900/  10000 (99.00%), best:    9896/10000 (98.96%), error:       333.51038, best error:       329.50366 on epoch:    71, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 830.8377075195s, input_fired_time: 9.2730255127, output_fired_time: 6.8991847038, propagate_forward_time: 319.2573242188, propagate_backward_time: 485.8035888672, weight_update_time: 0.7322711945, other_time: 9.6046142578
epoch time: 65.2728271484s, input_fired_time: 1.0214200020, output_fired_time: 0.0000000000, propagate_forward_time: 62.5361938477, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7152099609
validation[          , genome 14181] predictions:    9901/  10000 (99.01%), best:    9901/10000 (99.01%), error:       328.62103, best error:       328.62103 on epoch:    75, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 821.6174926758s, input_fired_time: 9.1987276077, output_fired_time: 6.8395490646, propagate_forward_time: 317.9765625000, propagate_backward_time: 477.7815246582, weight_update_time: 0.7350713015, other_time: 9.8211364746
epoch time: 64.8395843506s, input_fired_time: 1.0180110931, output_fired_time: 0.0000000000, propagate_forward_time: 62.0601577759, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7614135742
validation[          , genome 14181] predictions:    9897/  10000 (98.97%), best:    9897/10000 (98.97%), error:       323.89581, best error:       323.89581 on epoch:    76, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 827.9833374023s, input_fired_time: 9.2244195938, output_fired_time: 6.8551182747, propagate_forward_time: 318.5334472656, propagate_backward_time: 483.7845458984, weight_update_time: 0.7234514952, other_time: 9.5858154297
epoch time: 66.3248367310s, input_fired_time: 1.0160720348, output_fired_time: 0.0000000000, propagate_forward_time: 63.6061820984, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7025794983
validation[          , genome 14181] predictions:    9899/  10000 (98.99%), best:    9899/10000 (98.99%), error:       320.25394, best error:       320.25394 on epoch:    77, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 846.9761962891s, input_fired_time: 9.5037355423, output_fired_time: 7.0279340744, propagate_forward_time: 326.3216552734, propagate_backward_time: 494.3750305176, weight_update_time: 0.7487669587, other_time: 9.7478332520
epoch time: 66.4499816895s, input_fired_time: 1.0235097408, output_fired_time: 0.0000000000, propagate_forward_time: 63.7205505371, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7059249878
validation[          , genome 14181] predictions:    9890/  10000 (98.90%), best:    9899/10000 (98.99%), error:       358.08203, best error:       320.25394 on epoch:    77, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 827.6121215820s, input_fired_time: 9.2619295120, output_fired_time: 6.8982543945, propagate_forward_time: 318.6500854492, propagate_backward_time: 483.1302490234, weight_update_time: 0.7229571939, other_time: 9.6716308594
epoch time: 66.4872970581s, input_fired_time: 1.0350810289, output_fired_time: 0.0000000000, propagate_forward_time: 63.7238998413, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7283172607
validation[          , genome 14181] predictions:    9895/  10000 (98.95%), best:    9899/10000 (98.99%), error:       331.57166, best error:       320.25394 on epoch:    77, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 825.0033569336s, input_fired_time: 9.2502298355, output_fired_time: 6.8237924576, propagate_forward_time: 318.7612915039, propagate_backward_time: 480.3641662598, weight_update_time: 0.7208098173, other_time: 9.8038635254
epoch time: 66.4441452026s, input_fired_time: 1.0242166519, output_fired_time: 0.0000000000, propagate_forward_time: 63.6952056885, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7247238159
validation[          , genome 14181] predictions:    9897/  10000 (98.97%), best:    9899/10000 (98.99%), error:       323.00253, best error:       320.25394 on epoch:    77, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 829.1703491211s, input_fired_time: 9.2631683350, output_fired_time: 6.9032659531, propagate_forward_time: 318.3826293945, propagate_backward_time: 484.9805297852, weight_update_time: 0.7292119265, other_time: 9.6407470703
epoch time: 68.4015426636s, input_fired_time: 1.0461059809, output_fired_time: 0.0000000000, propagate_forward_time: 65.5874252319, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7680130005
validation[          , genome 14181] predictions:    9893/  10000 (98.93%), best:    9899/10000 (98.99%), error:       347.91403, best error:       320.25394 on epoch:    77, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 852.4187011719s, input_fired_time: 9.5693941116, output_fired_time: 7.0838603973, propagate_forward_time: 328.0416870117, propagate_backward_time: 497.7903442383, weight_update_time: 0.7583556771, other_time: 9.9334106445
epoch time: 68.6017990112s, input_fired_time: 1.0799003839, output_fired_time: 0.0000000000, propagate_forward_time: 65.7588806152, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7630157471
validation[          , genome 14181] predictions:    9896/  10000 (98.96%), best:    9899/10000 (98.99%), error:       325.85852, best error:       320.25394 on epoch:    77, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 839.6301269531s, input_fired_time: 9.3206558228, output_fired_time: 6.9780650139, propagate_forward_time: 322.3750915527, propagate_backward_time: 491.3889465332, weight_update_time: 0.7329311967, other_time: 9.5673217773
epoch time: 65.7675094604s, input_fired_time: 1.0160846710, output_fired_time: 0.0000000000, propagate_forward_time: 63.0469741821, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7044525146
validation[          , genome 14181] predictions:    9891/  10000 (98.91%), best:    9899/10000 (98.99%), error:       341.16812, best error:       320.25394 on epoch:    77, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 823.4710693359s, input_fired_time: 9.1900749207, output_fired_time: 6.8041687012, propagate_forward_time: 316.6388244629, propagate_backward_time: 481.3215026855, weight_update_time: 0.7216061354, other_time: 9.5164794922
epoch time: 66.4797134399s, input_fired_time: 1.0257948637, output_fired_time: 0.0000000000, propagate_forward_time: 63.7415313721, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7123870850
validation[          , genome 14181] predictions:    9900/  10000 (99.00%), best:    9899/10000 (98.99%), error:       325.80624, best error:       320.25394 on epoch:    77, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 850.9431152344s, input_fired_time: 9.4939298630, output_fired_time: 7.0734453201, propagate_forward_time: 326.7632751465, propagate_backward_time: 497.7884826660, weight_update_time: 0.7381387949, other_time: 9.8239746094
epoch time: 67.8823165894s, input_fired_time: 1.0439836979, output_fired_time: 0.0000000000, propagate_forward_time: 65.0965194702, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7418136597
validation[          , genome 14181] predictions:    9898/  10000 (98.98%), best:    9899/10000 (98.99%), error:       326.32816, best error:       320.25394 on epoch:    77, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 827.9393920898s, input_fired_time: 9.2720203400, output_fired_time: 6.8990659714, propagate_forward_time: 318.4230041504, propagate_backward_time: 483.6716003418, weight_update_time: 0.7292835712, other_time: 9.6737060547
epoch time: 64.1517410278s, input_fired_time: 1.0400364399, output_fired_time: 0.0000000000, propagate_forward_time: 61.3308753967, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7808303833
validation[          , genome 14181] predictions:    9896/  10000 (98.96%), best:    9899/10000 (98.99%), error:       332.58191, best error:       320.25394 on epoch:    77, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 829.6751098633s, input_fired_time: 9.2780618668, output_fired_time: 6.8978676796, propagate_forward_time: 319.2368164062, propagate_backward_time: 484.6306152344, weight_update_time: 0.7302604318, other_time: 9.6317138672
epoch time: 66.4753265381s, input_fired_time: 1.0297048092, output_fired_time: 0.0000000000, propagate_forward_time: 63.7154235840, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7302017212
validation[          , genome 14181] predictions:    9899/  10000 (98.99%), best:    9899/10000 (98.99%), error:       318.68292, best error:       318.68292 on epoch:    87, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 830.1585693359s, input_fired_time: 9.2938728333, output_fired_time: 6.9403877258, propagate_forward_time: 318.5872497559, propagate_backward_time: 485.7209472656, weight_update_time: 0.7301307321, other_time: 9.6161193848
epoch time: 66.7886581421s, input_fired_time: 1.0285849571, output_fired_time: 0.0000000000, propagate_forward_time: 64.0427398682, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7173309326
validation[          , genome 14181] predictions:    9890/  10000 (98.90%), best:    9899/10000 (98.99%), error:       332.41730, best error:       318.68292 on epoch:    87, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 828.6121826172s, input_fired_time: 9.2521200180, output_fired_time: 6.8697986603, propagate_forward_time: 318.7482910156, propagate_backward_time: 484.2485046387, weight_update_time: 0.7236589789, other_time: 9.4934387207
epoch time: 66.4176788330s, input_fired_time: 1.0243374109, output_fired_time: 0.0000000000, propagate_forward_time: 63.6904067993, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7029342651
validation[          , genome 14181] predictions:    9896/  10000 (98.96%), best:    9899/10000 (98.99%), error:       330.17752, best error:       318.68292 on epoch:    87, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 839.8969116211s, input_fired_time: 9.3672208786, output_fired_time: 7.0461359024, propagate_forward_time: 323.1587219238, propagate_backward_time: 490.6843566895, weight_update_time: 0.7334548831, other_time: 9.6404418945
epoch time: 68.4788513184s, input_fired_time: 1.0541582108, output_fired_time: 0.0000000000, propagate_forward_time: 65.6654663086, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7592239380
validation[          , genome 14181] predictions:    9885/  10000 (98.85%), best:    9899/10000 (98.99%), error:       364.17642, best error:       318.68292 on epoch:    87, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 834.0393676758s, input_fired_time: 9.3439807892, output_fired_time: 6.9245042801, propagate_forward_time: 321.3181152344, propagate_backward_time: 486.6926269531, weight_update_time: 0.7314823270, other_time: 9.7601318359
epoch time: 63.6954421997s, input_fired_time: 1.0067701340, output_fired_time: 0.0000000000, propagate_forward_time: 60.9690971375, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7195739746
validation[          , genome 14181] predictions:    9901/  10000 (99.01%), best:    9899/10000 (98.99%), error:       329.33862, best error:       318.68292 on epoch:    87, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 828.2698974609s, input_fired_time: 9.2571754456, output_fired_time: 6.8801531792, propagate_forward_time: 318.5451965332, propagate_backward_time: 484.0069580078, weight_update_time: 0.7256268859, other_time: 9.5804138184
epoch time: 66.4757308960s, input_fired_time: 1.0239880085, output_fired_time: 0.0000000000, propagate_forward_time: 63.7706451416, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6810989380
validation[          , genome 14181] predictions:    9891/  10000 (98.91%), best:    9899/10000 (98.99%), error:       337.71918, best error:       318.68292 on epoch:    87, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 829.6817626953s, input_fired_time: 9.2818374634, output_fired_time: 6.9253745079, propagate_forward_time: 318.4658203125, propagate_backward_time: 485.4201660156, weight_update_time: 0.7284506559, other_time: 9.5885620117
epoch time: 66.4362716675s, input_fired_time: 1.0273655653, output_fired_time: 0.0000000000, propagate_forward_time: 63.6870193481, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7218856812
validation[          , genome 14181] predictions:    9896/  10000 (98.96%), best:    9899/10000 (98.99%), error:       333.28040, best error:       318.68292 on epoch:    87, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 830.7312622070s, input_fired_time: 9.3072443008, output_fired_time: 6.9525642395, propagate_forward_time: 318.4949645996, propagate_backward_time: 486.4109497070, weight_update_time: 0.7270995378, other_time: 9.5655212402
epoch time: 66.4725265503s, input_fired_time: 1.0285773277, output_fired_time: 0.0000000000, propagate_forward_time: 63.7264747620, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7174720764
validation[          , genome 14181] predictions:    9894/  10000 (98.94%), best:    9899/10000 (98.99%), error:       342.86179, best error:       318.68292 on epoch:    87, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 832.3704223633s, input_fired_time: 9.3071479797, output_fired_time: 6.9275798798, propagate_forward_time: 319.9374389648, propagate_backward_time: 486.6360473633, weight_update_time: 0.7286270261, other_time: 9.5622558594
epoch time: 66.5064392090s, input_fired_time: 1.0325727463, output_fired_time: 0.0000000000, propagate_forward_time: 63.7644004822, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7094688416
validation[          , genome 14181] predictions:    9897/  10000 (98.97%), best:    9899/10000 (98.99%), error:       345.25143, best error:       318.68292 on epoch:    87, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 831.4882202148s, input_fired_time: 9.3358430862, output_fired_time: 6.9657635689, propagate_forward_time: 318.9997863770, propagate_backward_time: 486.6085510254, weight_update_time: 0.7296783924, other_time: 9.5783081055
epoch time: 66.4070205688s, input_fired_time: 1.0284807682, output_fired_time: 0.0000000000, propagate_forward_time: 63.6702384949, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7083015442
validation[          , genome 14181] predictions:    9899/  10000 (98.99%), best:    9899/10000 (98.99%), error:       327.51901, best error:       318.68292 on epoch:    87, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 829.3008422852s, input_fired_time: 9.2775154114, output_fired_time: 6.8590683937, propagate_forward_time: 318.7387695312, propagate_backward_time: 484.9444274902, weight_update_time: 0.7278323174, other_time: 9.4810485840
epoch time: 67.0397186279s, input_fired_time: 1.0379576683, output_fired_time: 0.0000000000, propagate_forward_time: 64.2617111206, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7400512695
validation[          , genome 14181] predictions:    9901/  10000 (99.01%), best:    9899/10000 (98.99%), error:       329.11835, best error:       318.68292 on epoch:    87, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 831.1924438477s, input_fired_time: 9.3529310226, output_fired_time: 6.9424462318, propagate_forward_time: 320.3603515625, propagate_backward_time: 484.7715148926, weight_update_time: 0.7321516275, other_time: 9.7652282715
epoch time: 66.3861465454s, input_fired_time: 1.0266292095, output_fired_time: 0.0000000000, propagate_forward_time: 63.6596298218, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6998901367
validation[          , genome 14181] predictions:    9894/  10000 (98.94%), best:    9899/10000 (98.99%), error:       339.79254, best error:       318.68292 on epoch:    87, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 827.6505737305s, input_fired_time: 9.2937889099, output_fired_time: 6.8907465935, propagate_forward_time: 318.5550842285, propagate_backward_time: 483.2264709473, weight_update_time: 0.7281734347, other_time: 9.6845092773
epoch time: 66.4497985840s, input_fired_time: 1.0298800468, output_fired_time: 0.0000000000, propagate_forward_time: 63.6996879578, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7202339172
validation[          , genome 14181] predictions:    9898/  10000 (98.98%), best:    9899/10000 (98.99%), error:       330.81906, best error:       318.68292 on epoch:    87, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 829.5505981445s, input_fired_time: 9.2774038315, output_fired_time: 6.8744869232, propagate_forward_time: 318.7511596680, propagate_backward_time: 485.0633850098, weight_update_time: 0.7286323905, other_time: 9.5841369629
epoch time: 66.4665908813s, input_fired_time: 1.0308198929, output_fired_time: 0.0000000000, propagate_forward_time: 63.7178878784, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7178802490
validation[          , genome 14181] predictions:    9894/  10000 (98.94%), best:    9899/10000 (98.99%), error:       330.24734, best error:       318.68292 on epoch:    87, 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: 332.6457214355s, input_fired_time: 5.1894755363, output_fired_time: 0.0000000000, propagate_forward_time: 318.8599548340, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 8.5962829590
best training[          , genome 14181] predictions:   49999/  50000 (100.00%), best:    9899/10000 (98.99%), error:       126.90883, best error:       318.68292 on epoch:    87, 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: 66.4872512817s, input_fired_time: 1.0209195614, output_fired_time: 0.0000000000, propagate_forward_time: 63.7574119568, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7089195251
   testing[          , genome 14181] predictions:    9913/  10000 (99.13%), best:    9899/10000 (98.99%), error:       271.33493, best error:       318.68292 on epoch:    87, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
04:48:19 (3918): called boinc_finish(0)

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