Nameexact_genome_1512568488_41_7067_0
Workunit2606619
Created7 Dec 2017, 23:40:35 UTC
Sent7 Dec 2017, 23:46:33 UTC
Report deadline21 Dec 2017, 22:27:50 UTC
Received9 Dec 2017, 11:35:26 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID57938
Run time7 hours 35 min 58 sec
CPU time7 hours 31 min 42 sec
Validate stateValid
Credit3,486.34
Device peak FLOPS2.90 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size155.47 MB
Peak swap size160.24 MB
Peak disk usage2.15 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
861.69519 on epoch:     4, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 247.3089447021s, input_fired_time: 2.6828999519, output_fired_time: 2.7689378262, propagate_forward_time: 92.0144424438, propagate_backward_time: 145.7521820068, weight_update_time: 0.2378630787, other_time: 4.0904693604
epoch time: 19.5446968079s, input_fired_time: 0.3355126679, output_fired_time: 0.0000000000, propagate_forward_time: 18.4740009308, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7351837158
validation[          , genome  7067] predictions:    9762/  10000 (97.62%), best:    9762/10000 (97.62%), error:       840.04785, best error:       840.04785 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 248.5386962891s, input_fired_time: 2.7029664516, output_fired_time: 2.7865364552, propagate_forward_time: 92.4106750488, propagate_backward_time: 146.4890747070, weight_update_time: 0.2387140244, other_time: 4.1494445801
epoch time: 19.9386615753s, input_fired_time: 0.3340045214, output_fired_time: 0.0000000000, propagate_forward_time: 18.8734722137, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7311840057
validation[          , genome  7067] predictions:    9734/  10000 (97.34%), best:    9762/10000 (97.62%), error:       913.16156, best error:       840.04785 on epoch:    15, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 249.7250518799s, input_fired_time: 2.6989324093, output_fired_time: 2.7917730808, propagate_forward_time: 93.1187057495, propagate_backward_time: 146.9823608398, weight_update_time: 0.2393479049, other_time: 4.1332702637
epoch time: 19.8203105927s, input_fired_time: 0.3344395459, output_fired_time: 0.0000000000, propagate_forward_time: 18.7488880157, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7369823456
validation[          , genome  7067] predictions:    9743/  10000 (97.43%), best:    9762/10000 (97.62%), error:       863.52039, best error:       840.04785 on epoch:    15, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 248.6077575684s, input_fired_time: 2.6881768703, output_fired_time: 2.7761106491, propagate_forward_time: 92.6215820313, propagate_backward_time: 146.4461212158, weight_update_time: 0.2354916036, other_time: 4.0757751465
epoch time: 19.3288669586s, input_fired_time: 0.3314135671, output_fired_time: 0.0000000000, propagate_forward_time: 18.2666549683, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7307987213
validation[          , genome  7067] predictions:    9747/  10000 (97.47%), best:    9762/10000 (97.62%), error:       850.01379, best error:       840.04785 on epoch:    15, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 245.1374511719s, input_fired_time: 2.6692466736, output_fired_time: 2.7641625404, propagate_forward_time: 90.4888534546, propagate_backward_time: 145.0444030762, weight_update_time: 0.2337413728, other_time: 4.1707763672
epoch time: 18.7740116119s, input_fired_time: 0.3324620128, output_fired_time: 0.0000000000, propagate_forward_time: 17.7115345001, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7300148010
validation[          , genome  7067] predictions:    9745/  10000 (97.45%), best:    9762/10000 (97.62%), error:       879.70520, best error:       840.04785 on epoch:    15, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 247.3479003906s, input_fired_time: 2.6905226707, output_fired_time: 2.7868566513, propagate_forward_time: 91.6720733643, propagate_backward_time: 146.0062408447, weight_update_time: 0.2355126292, other_time: 4.1922149658
epoch time: 19.2407245636s, input_fired_time: 0.3385981023, output_fired_time: 0.0000000000, propagate_forward_time: 18.1425247192, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7596015930
validation[          , genome  7067] predictions:    9722/  10000 (97.22%), best:    9762/10000 (97.62%), error:       946.03937, best error:       840.04785 on epoch:    15, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 247.6015014648s, input_fired_time: 2.6843833923, output_fired_time: 2.7750203609, propagate_forward_time: 92.0584793091, propagate_backward_time: 146.0074005127, weight_update_time: 0.2361736149, other_time: 4.0762176514
epoch time: 20.0083065033s, input_fired_time: 0.3412056267, output_fired_time: 0.0000000000, propagate_forward_time: 18.9313545227, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7357463837
validation[          , genome  7067] predictions:    9759/  10000 (97.59%), best:    9759/10000 (97.59%), error:       834.55981, best error:       834.55981 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 248.6700286865s, input_fired_time: 2.6976170540, output_fired_time: 2.7718048096, propagate_forward_time: 92.8078765869, propagate_backward_time: 146.2974548340, weight_update_time: 0.2364044935, other_time: 4.0952758789
epoch time: 19.6885070801s, input_fired_time: 0.3327742815, output_fired_time: 0.0000000000, propagate_forward_time: 18.6328067780, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7229251862
validation[          , genome  7067] predictions:    9752/  10000 (97.52%), best:    9752/10000 (97.52%), error:       817.45789, best error:       817.45789 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 249.8313751221s, input_fired_time: 2.7102217674, output_fired_time: 2.7909452915, propagate_forward_time: 93.0682220459, propagate_backward_time: 147.1631927490, weight_update_time: 0.2378977239, other_time: 4.0988006592
epoch time: 19.9864177704s, input_fired_time: 0.3446280062, output_fired_time: 0.0000000000, propagate_forward_time: 18.8992252350, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7425651550
validation[          , genome  7067] predictions:    9717/  10000 (97.17%), best:    9752/10000 (97.52%), error:       943.26434, best error:       817.45789 on epoch:    22, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 247.3869628906s, input_fired_time: 2.6981513500, output_fired_time: 2.7857148647, propagate_forward_time: 91.9559249878, propagate_backward_time: 145.8058013916, weight_update_time: 0.2383708656, other_time: 4.1413726807
epoch time: 20.0196990967s, input_fired_time: 0.3448802531, output_fired_time: 0.0000000000, propagate_forward_time: 18.9436988831, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7311191559
validation[          , genome  7067] predictions:    9741/  10000 (97.41%), best:    9752/10000 (97.52%), error:       862.46698, best error:       817.45789 on epoch:    22, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 247.4312896729s, input_fired_time: 2.7076549530, output_fired_time: 2.7727227211, propagate_forward_time: 91.8889846802, propagate_backward_time: 145.8995513916, weight_update_time: 0.2364668250, other_time: 4.1623687744
epoch time: 19.9421863556s, input_fired_time: 0.3372867107, output_fired_time: 0.0000000000, propagate_forward_time: 18.8772830963, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7276172638
validation[          , genome  7067] predictions:    9721/  10000 (97.21%), best:    9752/10000 (97.52%), error:       940.35101, best error:       817.45789 on epoch:    22, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 249.1642303467s, input_fired_time: 2.6918365955, output_fired_time: 2.7723968029, propagate_forward_time: 92.8906250000, propagate_backward_time: 146.7469177246, weight_update_time: 0.2355079949, other_time: 4.0624542236
epoch time: 19.8794364929s, input_fired_time: 0.3419727981, output_fired_time: 0.0000000000, propagate_forward_time: 18.7935867310, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7438774109
validation[          , genome  7067] predictions:    9714/  10000 (97.14%), best:    9752/10000 (97.52%), error:       934.34656, best error:       817.45789 on epoch:    22, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 244.1781616211s, input_fired_time: 2.6687512398, output_fired_time: 2.7629637718, propagate_forward_time: 89.9948501587, propagate_backward_time: 144.6137847900, weight_update_time: 0.2357163876, other_time: 4.1378021240
epoch time: 18.8753280640s, input_fired_time: 0.3309127390, output_fired_time: 0.0000000000, propagate_forward_time: 17.8036823273, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7407321930
validation[          , genome  7067] predictions:    9770/  10000 (97.70%), best:    9752/10000 (97.52%), error:       823.13306, best error:       817.45789 on epoch:    22, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 247.3184661865s, input_fired_time: 2.6973373890, output_fired_time: 2.7705581188, propagate_forward_time: 91.9002227783, propagate_backward_time: 145.8187103271, weight_update_time: 0.2359290272, other_time: 4.1316375732
epoch time: 19.0891246796s, input_fired_time: 0.3368118703, output_fired_time: 0.0000000000, propagate_forward_time: 17.9499092102, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8024044037
validation[          , genome  7067] predictions:    9766/  10000 (97.66%), best:    9752/10000 (97.52%), error:       840.96484, best error:       817.45789 on epoch:    22, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 247.7128143311s, input_fired_time: 2.6983890533, output_fired_time: 2.7560577393, propagate_forward_time: 92.3258438110, propagate_backward_time: 145.8610687256, weight_update_time: 0.2345176190, other_time: 4.0714569092
epoch time: 19.7959403992s, input_fired_time: 0.3379641771, output_fired_time: 0.0000000000, propagate_forward_time: 18.7321300507, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7258453369
validation[          , genome  7067] predictions:    9760/  10000 (97.60%), best:    9760/10000 (97.60%), error:       770.82092, best error:       770.82092 on epoch:    29, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 248.6194458008s, input_fired_time: 2.7005481720, output_fired_time: 2.7770748138, propagate_forward_time: 92.6735382080, propagate_backward_time: 146.3870239258, weight_update_time: 0.2384347618, other_time: 4.0812683105
epoch time: 19.6580219269s, input_fired_time: 0.3370657861, output_fired_time: 0.0000000000, propagate_forward_time: 18.5777072906, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7432479858
validation[          , genome  7067] predictions:    9737/  10000 (97.37%), best:    9760/10000 (97.60%), error:       904.92230, best error:       770.82092 on epoch:    29, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 248.2620239258s, input_fired_time: 2.6859176159, output_fired_time: 2.7744038105, propagate_forward_time: 92.3650512695, propagate_backward_time: 146.3276977539, weight_update_time: 0.2372868061, other_time: 4.1089630127
epoch time: 19.5425510406s, input_fired_time: 0.3346605897, output_fired_time: 0.0000000000, propagate_forward_time: 18.4751987457, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7326908112
validation[          , genome  7067] predictions:    9746/  10000 (97.46%), best:    9760/10000 (97.60%), error:       847.75824, best error:       770.82092 on epoch:    29, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 246.4409790039s, input_fired_time: 2.7032935619, output_fired_time: 2.7808094025, propagate_forward_time: 91.2086563110, propagate_backward_time: 145.5764923096, weight_update_time: 0.2364990264, other_time: 4.1717376709
epoch time: 19.0833358765s, input_fired_time: 0.3291966319, output_fired_time: 0.0000000000, propagate_forward_time: 18.0146255493, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7395133972
validation[          , genome  7067] predictions:    9790/  10000 (97.90%), best:    9790/10000 (97.90%), error:       703.96503, best error:       703.96503 on epoch:    32, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 247.2252960205s, input_fired_time: 2.6883358955, output_fired_time: 2.7767374516, propagate_forward_time: 91.7982025146, propagate_backward_time: 145.8361358643, weight_update_time: 0.2369478345, other_time: 4.1258850098
epoch time: 18.6351585388s, input_fired_time: 0.3249385953, output_fired_time: 0.0000000000, propagate_forward_time: 17.5805282593, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7296924591
validation[          , genome  7067] predictions:    9750/  10000 (97.50%), best:    9790/10000 (97.90%), error:       840.82892, best error:       703.96503 on epoch:    32, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 249.8465270996s, input_fired_time: 2.6998991966, output_fired_time: 2.7936122417, propagate_forward_time: 93.0447616577, propagate_backward_time: 147.2057037354, weight_update_time: 0.2389557213, other_time: 4.1025543213
epoch time: 19.5347061157s, input_fired_time: 0.3374532163, output_fired_time: 0.0000000000, propagate_forward_time: 18.4609565735, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7362957001
validation[          , genome  7067] predictions:    9753/  10000 (97.53%), best:    9790/10000 (97.90%), error:       884.97516, best error:       703.96503 on epoch:    32, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 250.0437316895s, input_fired_time: 2.7152411938, output_fired_time: 2.7930374146, propagate_forward_time: 93.2641220093, propagate_backward_time: 147.1800079346, weight_update_time: 0.2392680049, other_time: 4.0913238525
epoch time: 18.2521553040s, input_fired_time: 0.3355840147, output_fired_time: 0.0000000000, propagate_forward_time: 17.1014957428, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8150749207
validation[          , genome  7067] predictions:    9766/  10000 (97.66%), best:    9790/10000 (97.90%), error:       779.44055, best error:       703.96503 on epoch:    32, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 247.9981994629s, input_fired_time: 2.7187781334, output_fired_time: 2.7873525620, propagate_forward_time: 92.1570968628, propagate_backward_time: 146.1150970459, weight_update_time: 0.2402463257, other_time: 4.2198638916
epoch time: 19.8339557648s, input_fired_time: 0.3443767428, output_fired_time: 0.0000000000, propagate_forward_time: 18.7396869659, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7498912811
validation[          , genome  7067] predictions:    9764/  10000 (97.64%), best:    9790/10000 (97.90%), error:       766.14276, best error:       703.96503 on epoch:    32, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 247.8775482178s, input_fired_time: 2.6994063854, output_fired_time: 2.7773058414, propagate_forward_time: 92.3841629028, propagate_backward_time: 145.9396514893, weight_update_time: 0.2365663648, other_time: 4.0770111084
epoch time: 19.3970470428s, input_fired_time: 0.3332417011, output_fired_time: 0.0000000000, propagate_forward_time: 18.3460559845, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7177486420
validation[          , genome  7067] predictions:    9768/  10000 (97.68%), best:    9790/10000 (97.90%), error:       778.47729, best error:       703.96503 on epoch:    32, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 248.4807281494s, input_fired_time: 2.7162587643, output_fired_time: 2.7948544025, propagate_forward_time: 92.4115982056, propagate_backward_time: 146.4304351807, weight_update_time: 0.2364248931, other_time: 4.1275787354
epoch time: 19.2976531982s, input_fired_time: 0.3352880478, output_fired_time: 0.0000000000, propagate_forward_time: 18.2318649292, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7304992676
validation[          , genome  7067] predictions:    9742/  10000 (97.42%), best:    9790/10000 (97.90%), error:       857.13428, best error:       703.96503 on epoch:    32, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 249.3567504883s, input_fired_time: 2.6984908581, output_fired_time: 2.7789030075, propagate_forward_time: 93.0424346924, propagate_backward_time: 146.7829132080, weight_update_time: 0.2362771928, other_time: 4.0540161133
epoch time: 19.3969383240s, input_fired_time: 0.3332801163, output_fired_time: 0.0000000000, propagate_forward_time: 18.3464298248, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7172279358
validation[          , genome  7067] predictions:    9757/  10000 (97.57%), best:    9790/10000 (97.90%), error:       759.89270, best error:       703.96503 on epoch:    32, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 246.7374420166s, input_fired_time: 2.6884875298, output_fired_time: 2.7670862675, propagate_forward_time: 91.5941314697, propagate_backward_time: 145.5743408203, weight_update_time: 0.2348626703, other_time: 4.1133880615
epoch time: 20.3994579315s, input_fired_time: 0.3486727178, output_fired_time: 0.0000000000, propagate_forward_time: 19.3181018829, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7326831818
validation[          , genome  7067] predictions:    9789/  10000 (97.89%), best:    9790/10000 (97.90%), error:       746.85968, best error:       703.96503 on epoch:    32, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 251.6447296143s, input_fired_time: 2.7556304932, output_fired_time: 2.8094558716, propagate_forward_time: 94.0855102539, propagate_backward_time: 147.8491668701, weight_update_time: 0.2394022942, other_time: 4.1449737549
epoch time: 19.6934566498s, input_fired_time: 0.3371411860, output_fired_time: 0.0000000000, propagate_forward_time: 18.6009826660, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7553329468
validation[          , genome  7067] predictions:    9758/  10000 (97.58%), best:    9790/10000 (97.90%), error:       830.64716, best error:       703.96503 on epoch:    32, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 244.8255615234s, input_fired_time: 2.6849105358, output_fired_time: 2.7641789913, propagate_forward_time: 90.3794479370, propagate_backward_time: 144.8404541016, weight_update_time: 0.2371572852, other_time: 4.1565856934
epoch time: 19.6936473846s, input_fired_time: 0.3368618786, output_fired_time: 0.0000000000, propagate_forward_time: 18.6144561768, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7423286438
validation[          , genome  7067] predictions:    9792/  10000 (97.92%), best:    9790/10000 (97.90%), error:       749.38892, best error:       703.96503 on epoch:    32, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 245.2519073486s, input_fired_time: 2.6861772537, output_fired_time: 2.7612140179, propagate_forward_time: 90.9483489990, propagate_backward_time: 144.7413635254, weight_update_time: 0.2356736511, other_time: 4.1148071289
epoch time: 18.9649105072s, input_fired_time: 0.3357769549, output_fired_time: 0.0000000000, propagate_forward_time: 17.8995304108, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7296028137
validation[          , genome  7067] predictions:    9791/  10000 (97.91%), best:    9790/10000 (97.90%), error:       723.45117, best error:       703.96503 on epoch:    32, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 249.0366668701s, input_fired_time: 2.7174069881, output_fired_time: 2.7920935154, propagate_forward_time: 92.7115478516, propagate_backward_time: 146.6990356445, weight_update_time: 0.2375091314, other_time: 4.1165771484
epoch time: 19.5468254089s, input_fired_time: 0.3383427560, output_fired_time: 0.0000000000, propagate_forward_time: 18.4785003662, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7299823761
validation[          , genome  7067] predictions:    9748/  10000 (97.48%), best:    9790/10000 (97.90%), error:       826.89386, best error:       703.96503 on epoch:    32, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 243.5237884521s, input_fired_time: 2.6718525887, output_fired_time: 2.7403213978, propagate_forward_time: 90.0759429932, propagate_backward_time: 143.9139099121, weight_update_time: 0.2336187512, other_time: 4.1217498779
epoch time: 19.9160614014s, input_fired_time: 0.3390783966, output_fired_time: 0.0000000000, propagate_forward_time: 18.8519725800, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7250099182
validation[          , genome  7067] predictions:    9788/  10000 (97.88%), best:    9790/10000 (97.90%), error:       762.13824, best error:       703.96503 on epoch:    32, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 246.5293579102s, input_fired_time: 2.6840622425, output_fired_time: 2.7683629990, propagate_forward_time: 91.5564422607, propagate_backward_time: 145.4132690430, weight_update_time: 0.2366302311, other_time: 4.1072235107
epoch time: 18.9735469818s, input_fired_time: 0.3333269358, output_fired_time: 0.0000000000, propagate_forward_time: 17.8795490265, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7606716156
validation[          , genome  7067] predictions:    9777/  10000 (97.77%), best:    9790/10000 (97.90%), error:       740.90814, best error:       703.96503 on epoch:    32, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 248.1312561035s, input_fired_time: 2.7014572620, output_fired_time: 2.7803399563, propagate_forward_time: 92.2233276367, propagate_backward_time: 146.2947692871, weight_update_time: 0.2379857302, other_time: 4.1313629150
epoch time: 19.4862213135s, input_fired_time: 0.3385365903, output_fired_time: 0.0000000000, propagate_forward_time: 18.4017410278, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7459430695
validation[          , genome  7067] predictions:    9789/  10000 (97.89%), best:    9790/10000 (97.90%), error:       721.80823, best error:       703.96503 on epoch:    32, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 245.8587951660s, input_fired_time: 2.6839985847, output_fired_time: 2.7580239773, propagate_forward_time: 91.0196609497, propagate_backward_time: 145.2704315186, weight_update_time: 0.2336126268, other_time: 4.1266632080
epoch time: 20.0680923462s, input_fired_time: 0.3452387154, output_fired_time: 0.0000000000, propagate_forward_time: 18.9755935669, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7472591400
validation[          , genome  7067] predictions:    9773/  10000 (97.73%), best:    9790/10000 (97.90%), error:       760.28314, best error:       703.96503 on epoch:    32, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 246.9733428955s, input_fired_time: 2.6949851513, output_fired_time: 2.7666382790, propagate_forward_time: 92.1013107300, propagate_backward_time: 145.3691864014, weight_update_time: 0.2358239889, other_time: 4.0412139893
epoch time: 20.1999015808s, input_fired_time: 0.3456400037, output_fired_time: 0.0000000000, propagate_forward_time: 19.1152019501, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7390594482
validation[          , genome  7067] predictions:    9800/  10000 (98.00%), best:    9800/10000 (98.00%), error:       686.24902, best error:       686.24902 on epoch:    49, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 246.1716156006s, input_fired_time: 2.7060227394, output_fired_time: 2.7702307701, propagate_forward_time: 91.4352874756, propagate_backward_time: 145.1382598877, weight_update_time: 0.2339200824, other_time: 4.1218109131
epoch time: 19.2909317017s, input_fired_time: 0.3344203532, output_fired_time: 0.0000000000, propagate_forward_time: 18.2293453217, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7271652222
validation[          , genome  7067] predictions:    9773/  10000 (97.73%), best:    9800/10000 (98.00%), error:       755.64734, best error:       686.24902 on epoch:    49, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 250.4233703613s, input_fired_time: 2.7234816551, output_fired_time: 2.7964098454, propagate_forward_time: 93.5612487793, propagate_backward_time: 147.2783050537, weight_update_time: 0.2370739132, other_time: 4.0639190674
epoch time: 19.6442127228s, input_fired_time: 0.3325543106, output_fired_time: 0.0000000000, propagate_forward_time: 18.5924758911, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7191829681
validation[          , genome  7067] predictions:    9782/  10000 (97.82%), best:    9800/10000 (98.00%), error:       763.74103, best error:       686.24902 on epoch:    49, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 247.6413726807s, input_fired_time: 2.7025415897, output_fired_time: 2.7845132351, propagate_forward_time: 91.8761596680, propagate_backward_time: 146.1337585449, weight_update_time: 0.2372706980, other_time: 4.1443939209
epoch time: 18.6033306122s, input_fired_time: 0.3297994733, output_fired_time: 0.0000000000, propagate_forward_time: 17.5096359253, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7638950348
validation[          , genome  7067] predictions:    9754/  10000 (97.54%), best:    9800/10000 (98.00%), error:       821.08685, best error:       686.24902 on epoch:    49, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 249.1152038574s, input_fired_time: 2.7277626991, output_fired_time: 2.7897284031, propagate_forward_time: 92.7722244263, propagate_backward_time: 146.6899719238, weight_update_time: 0.2397728264, other_time: 4.1354980469
epoch time: 19.8602256775s, input_fired_time: 0.3360223770, output_fired_time: 0.0000000000, propagate_forward_time: 18.8012924194, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7229118347
validation[          , genome  7067] predictions:    9788/  10000 (97.88%), best:    9800/10000 (98.00%), error:       698.40710, best error:       686.24902 on epoch:    49, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 251.3921966553s, input_fired_time: 2.7273616791, output_fired_time: 2.7905044556, propagate_forward_time: 94.0389709473, propagate_backward_time: 147.7859649658, weight_update_time: 0.2369216681, other_time: 4.0493927002
epoch time: 19.3881473541s, input_fired_time: 0.3414559960, output_fired_time: 0.0000000000, propagate_forward_time: 18.2850914001, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7616004944
validation[          , genome  7067] predictions:    9746/  10000 (97.46%), best:    9800/10000 (98.00%), error:       874.99353, best error:       686.24902 on epoch:    49, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 249.2231750488s, input_fired_time: 2.7226209641, output_fired_time: 2.7838830948, propagate_forward_time: 92.9252777100, propagate_backward_time: 146.6830902100, weight_update_time: 0.2376201004, other_time: 4.1082916260
epoch time: 19.7944259644s, input_fired_time: 0.3429400623, output_fired_time: 0.0000000000, propagate_forward_time: 18.7010307312, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7504558563
validation[          , genome  7067] predictions:    9783/  10000 (97.83%), best:    9800/10000 (98.00%), error:       735.32532, best error:       686.24902 on epoch:    49, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 250.9441375732s, input_fired_time: 2.7438330650, output_fired_time: 2.7956166267, propagate_forward_time: 93.7222595215, propagate_backward_time: 147.5860443115, weight_update_time: 0.2385534644, other_time: 4.0963745117
epoch time: 19.6711101532s, input_fired_time: 0.3391216993, output_fired_time: 0.0000000000, propagate_forward_time: 18.5931816101, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7388076782
validation[          , genome  7067] predictions:    9742/  10000 (97.42%), best:    9800/10000 (98.00%), error:       823.38770, best error:       686.24902 on epoch:    49, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 242.8583526611s, input_fired_time: 2.6782975197, output_fired_time: 2.7408769131, propagate_forward_time: 89.8994750977, propagate_backward_time: 143.4221038818, weight_update_time: 0.2328623384, other_time: 4.1175994873
epoch time: 19.1354541779s, input_fired_time: 0.3452239335, output_fired_time: 0.0000000000, propagate_forward_time: 18.0048313141, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7853984833
validation[          , genome  7067] predictions:    9783/  10000 (97.83%), best:    9800/10000 (98.00%), error:       719.16693, best error:       686.24902 on epoch:    49, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 249.9922332764s, input_fired_time: 2.7266957760, output_fired_time: 2.7930793762, propagate_forward_time: 93.3023529053, propagate_backward_time: 147.0493316650, weight_update_time: 0.2400486916, other_time: 4.1207733154
epoch time: 20.0650901794s, input_fired_time: 0.3480670452, output_fired_time: 0.0000000000, propagate_forward_time: 18.9716663361, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7453575134
validation[          , genome  7067] predictions:    9802/  10000 (98.02%), best:    9800/10000 (98.00%), error:       700.31812, best error:       686.24902 on epoch:    49, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 249.7756805420s, input_fired_time: 2.7365126610, output_fired_time: 2.7961914539, propagate_forward_time: 93.2214279175, propagate_backward_time: 146.8719635010, weight_update_time: 0.2393100113, other_time: 4.1495819092
epoch time: 19.3274345398s, input_fired_time: 0.3359397352, output_fired_time: 0.0000000000, propagate_forward_time: 18.2585048676, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7329902649
validation[          , genome  7067] predictions:    9764/  10000 (97.64%), best:    9800/10000 (98.00%), error:       782.28534, best error:       686.24902 on epoch:    49, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 247.2232360840s, input_fired_time: 2.7202696800, output_fired_time: 2.7645282745, propagate_forward_time: 91.8960189819, propagate_backward_time: 145.6767120361, weight_update_time: 0.2346829027, other_time: 4.1656951904
epoch time: 18.5464286804s, input_fired_time: 0.3322445154, output_fired_time: 0.0000000000, propagate_forward_time: 17.4690971375, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7450866699
validation[          , genome  7067] predictions:    9796/  10000 (97.96%), best:    9796/10000 (97.96%), error:       685.02356, best error:       685.02356 on epoch:    60, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 249.1273956299s, input_fired_time: 2.7343680859, output_fired_time: 2.7910311222, propagate_forward_time: 92.9999694824, propagate_backward_time: 146.4666900635, weight_update_time: 0.2416051328, other_time: 4.1353302002
epoch time: 18.8491935730s, input_fired_time: 0.3339104056, output_fired_time: 0.0000000000, propagate_forward_time: 17.7831420898, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7321414948
validation[          , genome  7067] predictions:    9793/  10000 (97.93%), best:    9796/10000 (97.96%), error:       763.17859, best error:       685.02356 on epoch:    60, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 251.4510498047s, input_fired_time: 2.7477228642, output_fired_time: 2.8018765450, propagate_forward_time: 94.0108795166, propagate_backward_time: 147.7714233398, weight_update_time: 0.2410800606, other_time: 4.1191406250
epoch time: 20.2835559845s, input_fired_time: 0.3522661626, output_fired_time: 0.0000000000, propagate_forward_time: 19.1852760315, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7460136414
validation[          , genome  7067] predictions:    9782/  10000 (97.82%), best:    9796/10000 (97.96%), error:       738.51727, best error:       685.02356 on epoch:    60, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 249.8443298340s, input_fired_time: 2.7151095867, output_fired_time: 2.7816436291, propagate_forward_time: 93.2804870605, propagate_backward_time: 147.0375518799, weight_update_time: 0.2357334942, other_time: 4.0295410156
epoch time: 20.2132930756s, input_fired_time: 0.3487101793, output_fired_time: 0.0000000000, propagate_forward_time: 19.1205520630, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7440299988
validation[          , genome  7067] predictions:    9784/  10000 (97.84%), best:    9796/10000 (97.96%), error:       708.83990, best error:       685.02356 on epoch:    60, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 250.3059997559s, input_fired_time: 2.7444591522, output_fired_time: 2.7974169254, propagate_forward_time: 93.2872543335, propagate_backward_time: 147.3477020264, weight_update_time: 0.2374023199, other_time: 4.1291656494
epoch time: 20.2035408020s, input_fired_time: 0.3513396084, output_fired_time: 0.0000000000, propagate_forward_time: 19.1199398041, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7322616577
validation[          , genome  7067] predictions:    9778/  10000 (97.78%), best:    9796/10000 (97.96%), error:       742.90198, best error:       685.02356 on epoch:    60, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 250.5835418701s, input_fired_time: 2.7451674938, output_fired_time: 2.7920179367, propagate_forward_time: 93.6787490845, propagate_backward_time: 147.2291412354, weight_update_time: 0.2411655039, other_time: 4.1384735107
epoch time: 19.8913345337s, input_fired_time: 0.3454367220, output_fired_time: 0.0000000000, propagate_forward_time: 18.7934989929, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7523994446
validation[          , genome  7067] predictions:    9791/  10000 (97.91%), best:    9796/10000 (97.96%), error:       733.57800, best error:       685.02356 on epoch:    60, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 244.6418609619s, input_fired_time: 2.6933662891, output_fired_time: 2.7626991272, propagate_forward_time: 90.3688888550, propagate_backward_time: 144.6938934326, weight_update_time: 0.2317528129, other_time: 4.1230316162
epoch time: 19.8648414612s, input_fired_time: 0.3449578881, output_fired_time: 0.0000000000, propagate_forward_time: 18.7760353088, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7438488007
validation[          , genome  7067] predictions:    9779/  10000 (97.79%), best:    9796/10000 (97.96%), error:       722.39471, best error:       685.02356 on epoch:    60, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 250.7179565430s, input_fired_time: 2.7345635891, output_fired_time: 2.7960572243, propagate_forward_time: 93.7602005005, propagate_backward_time: 147.3320312500, weight_update_time: 0.2377147526, other_time: 4.0951232910
epoch time: 19.8397331238s, input_fired_time: 0.3416983485, output_fired_time: 0.0000000000, propagate_forward_time: 18.7628612518, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7351741791
validation[          , genome  7067] predictions:    9779/  10000 (97.79%), best:    9796/10000 (97.96%), error:       724.42957, best error:       685.02356 on epoch:    60, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 247.1477508545s, input_fired_time: 2.7301101685, output_fired_time: 2.7688567638, propagate_forward_time: 91.7452850342, propagate_backward_time: 145.7348022461, weight_update_time: 0.2391453683, other_time: 4.1686859131
epoch time: 19.5286922455s, input_fired_time: 0.3383981884, output_fired_time: 0.0000000000, propagate_forward_time: 18.4548053741, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7354888916
validation[          , genome  7067] predictions:    9811/  10000 (98.11%), best:    9811/10000 (98.11%), error:       682.81555, best error:       682.81555 on epoch:    68, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 251.8654174805s, input_fired_time: 2.7822611332, output_fired_time: 2.8243532181, propagate_forward_time: 93.9371109009, propagate_backward_time: 148.1641998291, weight_update_time: 0.2433108091, other_time: 4.1574859619
epoch time: 19.8757572174s, input_fired_time: 0.3527326286, output_fired_time: 0.0000000000, propagate_forward_time: 18.7508678436, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7721576691
validation[          , genome  7067] predictions:    9799/  10000 (97.99%), best:    9799/10000 (97.99%), error:       672.30402, best error:       672.30402 on epoch:    69, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 246.8911437988s, input_fired_time: 2.7065916061, output_fired_time: 2.7742476463, propagate_forward_time: 91.6219329834, propagate_backward_time: 145.7033081055, weight_update_time: 0.2334536910, other_time: 4.0850677490
epoch time: 20.3082942963s, input_fired_time: 0.3513520658, output_fired_time: 0.0000000000, propagate_forward_time: 19.2152252197, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7417163849
validation[          , genome  7067] predictions:    9732/  10000 (97.32%), best:    9799/10000 (97.99%), error:       825.57202, best error:       672.30402 on epoch:    69, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 248.5186614990s, input_fired_time: 2.7088334560, output_fired_time: 2.7797250748, propagate_forward_time: 92.5337600708, propagate_backward_time: 146.4338684082, weight_update_time: 0.2354009598, other_time: 4.0624694824
epoch time: 19.9758796692s, input_fired_time: 0.3382371366, output_fired_time: 0.0000000000, propagate_forward_time: 18.9188938141, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7187480927
validation[          , genome  7067] predictions:    9808/  10000 (98.08%), best:    9799/10000 (97.99%), error:       675.42554, best error:       672.30402 on epoch:    69, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 248.6900482178s, input_fired_time: 2.7147815228, output_fired_time: 2.7746191025, propagate_forward_time: 92.6957855225, propagate_backward_time: 146.4203186035, weight_update_time: 0.2388314009, other_time: 4.0845489502
epoch time: 19.3558540344s, input_fired_time: 0.3380785882, output_fired_time: 0.0000000000, propagate_forward_time: 18.2960300446, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7217445374
validation[          , genome  7067] predictions:    9791/  10000 (97.91%), best:    9799/10000 (97.99%), error:       716.24670, best error:       672.30402 on epoch:    69, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 250.5962524414s, input_fired_time: 2.7556948662, output_fired_time: 2.8074834347, propagate_forward_time: 93.4651031494, propagate_backward_time: 147.4400939941, weight_update_time: 0.2412826717, other_time: 4.1278839111
epoch time: 18.4211044312s, input_fired_time: 0.3401714265, output_fired_time: 0.0000000000, propagate_forward_time: 17.2945308685, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7864017487
validation[          , genome  7067] predictions:    9790/  10000 (97.90%), best:    9799/10000 (97.99%), error:       716.24396, best error:       672.30402 on epoch:    69, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 250.0594024658s, input_fired_time: 2.7538130283, output_fired_time: 2.7987425327, propagate_forward_time: 93.3177185059, propagate_backward_time: 147.0044860840, weight_update_time: 0.2407667339, other_time: 4.1846466064
epoch time: 19.2100315094s, input_fired_time: 0.3377791643, output_fired_time: 0.0000000000, propagate_forward_time: 18.1562175751, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7160339355
validation[          , genome  7067] predictions:    9788/  10000 (97.88%), best:    9799/10000 (97.99%), error:       692.46399, best error:       672.30402 on epoch:    69, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 247.8221130371s, input_fired_time: 2.7323584557, output_fired_time: 2.7819311619, propagate_forward_time: 91.9586868286, propagate_backward_time: 146.2205200195, weight_update_time: 0.2390417457, other_time: 4.1286010742
epoch time: 19.7079296112s, input_fired_time: 0.3413537145, output_fired_time: 0.0000000000, propagate_forward_time: 18.6419105530, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7246646881
validation[          , genome  7067] predictions:    9723/  10000 (97.23%), best:    9799/10000 (97.99%), error:       930.84009, best error:       672.30402 on epoch:    69, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 250.4734649658s, input_fired_time: 2.7435314655, output_fired_time: 2.7985944748, propagate_forward_time: 93.6302490234, propagate_backward_time: 147.2082519531, weight_update_time: 0.2378821224, other_time: 4.0928344727
epoch time: 20.1562824249s, input_fired_time: 0.3528972268, output_fired_time: 0.0000000000, propagate_forward_time: 19.0681419373, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7352428436
validation[          , genome  7067] predictions:    9775/  10000 (97.75%), best:    9799/10000 (97.99%), error:       749.77057, best error:       672.30402 on epoch:    69, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 242.5636444092s, input_fired_time: 2.6952192783, output_fired_time: 2.7486629486, propagate_forward_time: 89.1928100586, propagate_backward_time: 143.7118377686, weight_update_time: 0.2321802378, other_time: 4.2151184082
epoch time: 19.1997699738s, input_fired_time: 0.3398581445, output_fired_time: 0.0000000000, propagate_forward_time: 18.1429042816, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7170066833
validation[          , genome  7067] predictions:    9769/  10000 (97.69%), best:    9799/10000 (97.99%), error:       824.35242, best error:       672.30402 on epoch:    69, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 251.6241760254s, input_fired_time: 2.7634954453, output_fired_time: 2.8070297241, propagate_forward_time: 94.1207580566, propagate_backward_time: 147.8188323975, weight_update_time: 0.2384632975, other_time: 4.1140594482
epoch time: 18.9175071716s, input_fired_time: 0.3370327652, output_fired_time: 0.0000000000, propagate_forward_time: 17.8142700195, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7662048340
validation[          , genome  7067] predictions:    9797/  10000 (97.97%), best:    9799/10000 (97.99%), error:       708.64691, best error:       672.30402 on epoch:    69, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 249.0964202881s, input_fired_time: 2.7274959087, output_fired_time: 2.7996561527, propagate_forward_time: 92.6119003296, propagate_backward_time: 146.8685302734, weight_update_time: 0.2368809581, other_time: 4.0888366699
epoch time: 19.4677715302s, input_fired_time: 0.3414363861, output_fired_time: 0.0000000000, propagate_forward_time: 18.3576126099, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7687225342
validation[          , genome  7067] predictions:    9779/  10000 (97.79%), best:    9799/10000 (97.99%), error:       742.59204, best error:       672.30402 on epoch:    69, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 250.1681976318s, input_fired_time: 2.7392368317, output_fired_time: 2.7973799706, propagate_forward_time: 93.2059402466, propagate_backward_time: 147.3116912842, weight_update_time: 0.2388355285, other_time: 4.1139373779
epoch time: 19.6919021606s, input_fired_time: 0.3478471041, output_fired_time: 0.0000000000, propagate_forward_time: 18.5970058441, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7470493317
validation[          , genome  7067] predictions:    9792/  10000 (97.92%), best:    9799/10000 (97.99%), error:       734.89539, best error:       672.30402 on epoch:    69, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 249.8332214355s, input_fired_time: 2.7360761166, output_fired_time: 2.7859821320, propagate_forward_time: 93.1055755615, propagate_backward_time: 147.0905303955, weight_update_time: 0.2401386648, other_time: 4.1150665283
epoch time: 18.1884613037s, input_fired_time: 0.3306190372, output_fired_time: 0.0000000000, propagate_forward_time: 17.1045780182, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7532634735
validation[          , genome  7067] predictions:    9793/  10000 (97.93%), best:    9799/10000 (97.99%), error:       721.05707, best error:       672.30402 on epoch:    69, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 249.1694641113s, input_fired_time: 2.7239856720, output_fired_time: 2.7891688347, propagate_forward_time: 92.6649932861, propagate_backward_time: 146.8681030273, weight_update_time: 0.2371380925, other_time: 4.1232147217
epoch time: 20.1131896973s, input_fired_time: 0.3491025865, output_fired_time: 0.0000000000, propagate_forward_time: 19.0138950348, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7501926422
validation[          , genome  7067] predictions:    9778/  10000 (97.78%), best:    9799/10000 (97.99%), error:       710.39270, best error:       672.30402 on epoch:    69, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 250.7804107666s, input_fired_time: 2.7385997772, output_fired_time: 2.8108708858, propagate_forward_time: 93.6406402588, propagate_backward_time: 147.5134277344, weight_update_time: 0.2374091148, other_time: 4.0768737793
epoch time: 20.0060520172s, input_fired_time: 0.3511115015, output_fired_time: 0.0000000000, propagate_forward_time: 18.9170246124, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7379150391
validation[          , genome  7067] predictions:    9792/  10000 (97.92%), best:    9799/10000 (97.99%), error:       722.32501, best error:       672.30402 on epoch:    69, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 249.2522888184s, input_fired_time: 2.7671175003, output_fired_time: 2.8021047115, propagate_forward_time: 92.7391357422, propagate_backward_time: 146.7925415039, weight_update_time: 0.2407176048, other_time: 4.1513824463
epoch time: 19.6018486023s, input_fired_time: 0.3449280262, output_fired_time: 0.0000000000, propagate_forward_time: 18.5226688385, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7342510223
validation[          , genome  7067] predictions:    9784/  10000 (97.84%), best:    9799/10000 (97.99%), error:       698.15009, best error:       672.30402 on epoch:    69, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 249.1189422607s, input_fired_time: 2.7351226807, output_fired_time: 2.7908992767, propagate_forward_time: 92.7238693237, propagate_backward_time: 146.7683563232, weight_update_time: 0.2369243652, other_time: 4.1006927490
epoch time: 19.9961261749s, input_fired_time: 0.3468748927, output_fired_time: 0.0000000000, propagate_forward_time: 18.9037265778, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7455253601
validation[          , genome  7067] predictions:    9787/  10000 (97.87%), best:    9799/10000 (97.99%), error:       738.49469, best error:       672.30402 on epoch:    69, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 249.3135375977s, input_fired_time: 2.7500634193, output_fired_time: 2.7906339169, propagate_forward_time: 92.8732604980, propagate_backward_time: 146.7976531982, weight_update_time: 0.2344056964, other_time: 4.1019287109
epoch time: 19.1330738068s, input_fired_time: 0.3433091342, output_fired_time: 0.0000000000, propagate_forward_time: 18.0023593903, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7874050140
validation[          , genome  7067] predictions:    9776/  10000 (97.76%), best:    9799/10000 (97.99%), error:       731.75903, best error:       672.30402 on epoch:    69, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 251.8770294189s, input_fired_time: 2.7718555927, output_fired_time: 2.8093957901, propagate_forward_time: 94.1140823364, propagate_backward_time: 148.0766601563, weight_update_time: 0.2394149303, other_time: 4.1050415039
epoch time: 19.9674816132s, input_fired_time: 0.3469101787, output_fired_time: 0.0000000000, propagate_forward_time: 18.8773784637, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7431926727
validation[          , genome  7067] predictions:    9797/  10000 (97.97%), best:    9799/10000 (97.99%), error:       697.83344, best error:       672.30402 on epoch:    69, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 246.7916564941s, input_fired_time: 2.7253365517, output_fired_time: 2.7804238796, propagate_forward_time: 91.4382095337, propagate_backward_time: 145.7170104980, weight_update_time: 0.2354392409, other_time: 4.1306762695
epoch time: 20.3193092346s, input_fired_time: 0.3518180549, output_fired_time: 0.0000000000, propagate_forward_time: 19.2301883698, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7373027802
validation[          , genome  7067] predictions:    9800/  10000 (98.00%), best:    9799/10000 (97.99%), error:       672.37640, best error:       672.30402 on epoch:    69, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 247.6617279053s, input_fired_time: 2.7303130627, output_fired_time: 2.7818493843, propagate_forward_time: 91.8251037598, propagate_backward_time: 146.2178344727, weight_update_time: 0.2353125811, other_time: 4.1066284180
epoch time: 19.7151470184s, input_fired_time: 0.3456779122, output_fired_time: 0.0000000000, propagate_forward_time: 18.6295032501, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7399654388
validation[          , genome  7067] predictions:    9790/  10000 (97.90%), best:    9799/10000 (97.99%), error:       687.58862, best error:       672.30402 on epoch:    69, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 247.9649810791s, input_fired_time: 2.7322103977, output_fired_time: 2.7784357071, propagate_forward_time: 92.4534530640, propagate_backward_time: 145.9011230469, weight_update_time: 0.2343342900, other_time: 4.0997619629
epoch time: 19.4331722260s, input_fired_time: 0.3443817198, output_fired_time: 0.0000000000, propagate_forward_time: 18.3434677124, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7453231812
validation[          , genome  7067] predictions:    9720/  10000 (97.20%), best:    9799/10000 (97.99%), error:       920.95374, best error:       672.30402 on epoch:    69, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 249.3932342529s, input_fired_time: 2.7211034298, output_fired_time: 2.7798841000, propagate_forward_time: 93.1841125488, propagate_backward_time: 146.6418304443, weight_update_time: 0.2374136150, other_time: 4.0663146973
epoch time: 18.6209754944s, input_fired_time: 0.3351949155, output_fired_time: 0.0000000000, propagate_forward_time: 17.5118675232, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7739124298
validation[          , genome  7067] predictions:    9760/  10000 (97.60%), best:    9799/10000 (97.99%), error:       807.46844, best error:       672.30402 on epoch:    69, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 244.0318145752s, input_fired_time: 2.7021129131, output_fired_time: 2.7560634613, propagate_forward_time: 90.1214370728, propagate_backward_time: 144.2885742188, weight_update_time: 0.2372841388, other_time: 4.1636352539
epoch time: 16.6006088257s, input_fired_time: 0.3258767128, output_fired_time: 0.0000000000, propagate_forward_time: 15.4324254990, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8423070908
validation[          , genome  7067] predictions:    9740/  10000 (97.40%), best:    9799/10000 (97.99%), error:       866.50763, best error:       672.30402 on epoch:    69, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 249.4344635010s, input_fired_time: 2.7334663868, output_fired_time: 2.7852530479, propagate_forward_time: 92.9445495605, propagate_backward_time: 146.8935394287, weight_update_time: 0.2367882133, other_time: 4.0776672363
epoch time: 19.9411716461s, input_fired_time: 0.3448633552, output_fired_time: 0.0000000000, propagate_forward_time: 18.8681621552, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7281455994
validation[          , genome  7067] predictions:    9757/  10000 (97.57%), best:    9799/10000 (97.99%), error:       813.91815, best error:       672.30402 on epoch:    69, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 248.4607238770s, input_fired_time: 2.7090089321, output_fired_time: 2.7828240395, propagate_forward_time: 92.3953094482, propagate_backward_time: 146.4888153076, weight_update_time: 0.2367274612, other_time: 4.0847625732
epoch time: 19.6629543304s, input_fired_time: 0.3400014043, output_fired_time: 0.0000000000, propagate_forward_time: 18.6034049988, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7195472717
validation[          , genome  7067] predictions:    9740/  10000 (97.40%), best:    9799/10000 (97.99%), error:       864.59845, best error:       672.30402 on epoch:    69, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 250.2478637695s, input_fired_time: 2.7429277897, output_fired_time: 2.8050258160, propagate_forward_time: 93.2929763794, propagate_backward_time: 147.2843170166, weight_update_time: 0.2379887700, other_time: 4.1226043701
epoch time: 19.9620857239s, input_fired_time: 0.3450025320, output_fired_time: 0.0000000000, propagate_forward_time: 18.8779964447, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7390861511
validation[          , genome  7067] predictions:    9788/  10000 (97.88%), best:    9799/10000 (97.99%), error:       750.96893, best error:       672.30402 on epoch:    69, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 249.6533966064s, input_fired_time: 2.7414410114, output_fired_time: 2.7883980274, propagate_forward_time: 93.3098983765, propagate_backward_time: 146.7027435303, weight_update_time: 0.2366565913, other_time: 4.1109161377
epoch time: 19.7054939270s, input_fired_time: 0.3425508440, output_fired_time: 0.0000000000, propagate_forward_time: 18.6420917511, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7208518982
validation[          , genome  7067] predictions:    9770/  10000 (97.70%), best:    9799/10000 (97.99%), error:       784.55859, best error:       672.30402 on epoch:    69, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 251.1815032959s, input_fired_time: 2.7505559921, output_fired_time: 2.8031494617, propagate_forward_time: 93.7980728149, propagate_backward_time: 147.6960449219, weight_update_time: 0.2385578603, other_time: 4.1336975098
epoch time: 19.4266967773s, input_fired_time: 0.3370686173, output_fired_time: 0.0000000000, propagate_forward_time: 18.3780918121, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7115364075
validation[          , genome  7067] predictions:    9777/  10000 (97.77%), best:    9799/10000 (97.99%), error:       770.82550, best error:       672.30402 on epoch:    69, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 246.4472045898s, input_fired_time: 2.7173810005, output_fired_time: 2.7705943584, propagate_forward_time: 91.2573776245, propagate_backward_time: 145.5173339844, weight_update_time: 0.2386367917, other_time: 4.1845092773
epoch time: 19.7521800995s, input_fired_time: 0.3459331095, output_fired_time: 0.0000000000, propagate_forward_time: 18.6750679016, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7311782837
validation[          , genome  7067] predictions:    9786/  10000 (97.86%), best:    9799/10000 (97.99%), error:       766.99426, best error:       672.30402 on epoch:    69, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 248.6916198730s, input_fired_time: 2.7596175671, output_fired_time: 2.7920558453, propagate_forward_time: 92.4150009155, propagate_backward_time: 146.6065216064, weight_update_time: 0.2362850755, other_time: 4.1184234619
epoch time: 19.0084304810s, input_fired_time: 0.3410801888, output_fired_time: 0.0000000000, propagate_forward_time: 17.9254741669, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7418766022
validation[          , genome  7067] predictions:    9768/  10000 (97.68%), best:    9799/10000 (97.99%), error:       774.58325, best error:       672.30402 on epoch:    69, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 250.2297210693s, input_fired_time: 2.7453241348, output_fired_time: 2.7916581631, propagate_forward_time: 93.4709396362, propagate_backward_time: 147.0865325928, weight_update_time: 0.2406709641, other_time: 4.1352691650
epoch time: 19.6165122986s, input_fired_time: 0.3460031748, output_fired_time: 0.0000000000, propagate_forward_time: 18.4943065643, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7762031555
validation[          , genome  7067] predictions:    9773/  10000 (97.73%), best:    9799/10000 (97.99%), error:       774.67236, best error:       672.30402 on epoch:    69, 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: 98.4403686523s, input_fired_time: 1.7174564600, output_fired_time: 0.0000000000, propagate_forward_time: 92.9869079590, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.7360076904
best training[          , genome  7067] predictions:   49744/  50000 (99.49%), best:    9799/10000 (97.99%), error:      1231.04907, best error:       672.30402 on epoch:    69, 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: 19.6830234528s, input_fired_time: 0.3454112709, output_fired_time: 0.0000000000, propagate_forward_time: 18.5911445618, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7464675903
   testing[          , genome  7067] predictions:    9811/  10000 (98.11%), best:    9799/10000 (97.99%), error:       662.26483, best error:       672.30402 on epoch:    69, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
19:34:52 (4196): called boinc_finish(0)

</stderr_txt>
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