Nameexact_genome_1512185335_38_8120_3
Workunit2559069
Created7 Dec 2017, 10:43:10 UTC
Sent7 Dec 2017, 10:53:54 UTC
Report deadline27 Dec 2017, 13:09:03 UTC
Received9 Dec 2017, 3:28:23 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID52320
Run time9 hours 59 min 46 sec
CPU time9 hours 59 min 42 sec
Validate stateValid
Credit5,023.46
Device peak FLOPS2.93 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size160.10 MB
Peak swap size158.56 MB
Peak disk usage3.01 MB

Stderr output

<core_client_version>7.8.2</core_client_version>
<![CDATA[
<stderr_txt>
6, weight_decay: 0.0002438374

epoch time: 328.0383300781s, input_fired_time: 3.6161541939, output_fired_time: 3.3931608200, propagate_forward_time: 123.7690124512, propagate_backward_time: 192.8498992920, weight_update_time: 0.3027779460, other_time: 4.4101104736
epoch time: 26.0288543701s, input_fired_time: 0.4531270862, output_fired_time: 0.0000000000, propagate_forward_time: 24.7582588196, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8174686432
validation[          , genome  8120] predictions:    9774/  10000 (97.74%), best:    9808/10000 (98.08%), error:       726.08606, best error:       616.75336 on epoch:    10, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 328.8371582031s, input_fired_time: 3.6949019432, output_fired_time: 3.3929958344, propagate_forward_time: 123.8530120850, propagate_backward_time: 193.3712310791, weight_update_time: 0.3135836124, other_time: 4.5249938965
epoch time: 25.9374523163s, input_fired_time: 0.4487069547, output_fired_time: 0.0000000000, propagate_forward_time: 24.6768283844, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8119163513
validation[          , genome  8120] predictions:    9771/  10000 (97.71%), best:    9808/10000 (98.08%), error:       778.14539, best error:       616.75336 on epoch:    10, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 326.1040039063s, input_fired_time: 3.6922216415, output_fired_time: 3.3724842072, propagate_forward_time: 122.7002563477, propagate_backward_time: 191.7691497803, weight_update_time: 0.3221581280, other_time: 4.5698699951
epoch time: 25.6786880493s, input_fired_time: 0.4516457021, output_fired_time: 0.0000000000, propagate_forward_time: 24.4106178284, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8164253235
validation[          , genome  8120] predictions:    9799/  10000 (97.99%), best:    9808/10000 (98.08%), error:       663.33771, best error:       616.75336 on epoch:    10, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 326.7501220703s, input_fired_time: 3.6719505787, output_fired_time: 3.3700361252, propagate_forward_time: 122.9651947021, propagate_backward_time: 192.2263793945, weight_update_time: 0.3271362782, other_time: 4.5165863037
epoch time: 25.8299541473s, input_fired_time: 0.4507670105, output_fired_time: 0.0000000000, propagate_forward_time: 24.5660800934, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8131065369
validation[          , genome  8120] predictions:    9831/  10000 (98.31%), best:    9831/10000 (98.31%), error:       578.26300, best error:       578.26300 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 328.1803894043s, input_fired_time: 3.7063989639, output_fired_time: 3.3862814903, propagate_forward_time: 123.3598709106, propagate_backward_time: 193.1175689697, weight_update_time: 0.3426310122, other_time: 4.6102752686
epoch time: 25.8730487823s, input_fired_time: 0.4516205192, output_fired_time: 0.0000000000, propagate_forward_time: 24.6044578552, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8169708252
validation[          , genome  8120] predictions:    9792/  10000 (97.92%), best:    9831/10000 (98.31%), error:       673.24554, best error:       578.26300 on epoch:    18, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 328.6864624023s, input_fired_time: 3.6799609661, output_fired_time: 3.3904163837, propagate_forward_time: 123.5362243652, propagate_backward_time: 193.5313262939, weight_update_time: 0.3499798775, other_time: 4.5485382080
epoch time: 26.0455379486s, input_fired_time: 0.4535755217, output_fired_time: 0.0000000000, propagate_forward_time: 24.7773666382, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8145961761
validation[          , genome  8120] predictions:    9789/  10000 (97.89%), best:    9831/10000 (98.31%), error:       706.78357, best error:       578.26300 on epoch:    18, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 327.8314819336s, input_fired_time: 3.7176315784, output_fired_time: 3.3707501888, propagate_forward_time: 123.2113037109, propagate_backward_time: 192.8990478516, weight_update_time: 0.3695762753, other_time: 4.6327514648
epoch time: 25.6961746216s, input_fired_time: 0.4512821436, output_fired_time: 0.0000000000, propagate_forward_time: 24.4263572693, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8185348511
validation[          , genome  8120] predictions:    9799/  10000 (97.99%), best:    9831/10000 (98.31%), error:       635.39520, best error:       578.26300 on epoch:    18, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 326.4286193848s, input_fired_time: 3.6759638786, output_fired_time: 3.3584012985, propagate_forward_time: 122.5702056885, propagate_backward_time: 192.2261657715, weight_update_time: 0.3826248944, other_time: 4.5978851318
epoch time: 25.6606464386s, input_fired_time: 0.4507748485, output_fired_time: 0.0000000000, propagate_forward_time: 24.3968009949, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8130702972
validation[          , genome  8120] predictions:    9799/  10000 (97.99%), best:    9831/10000 (98.31%), error:       647.42328, best error:       578.26300 on epoch:    18, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 328.1150817871s, input_fired_time: 3.6165266037, output_fired_time: 3.3800878525, propagate_forward_time: 123.1311111450, propagate_backward_time: 193.5236816406, weight_update_time: 0.3944826126, other_time: 4.4636840820
epoch time: 25.7112083435s, input_fired_time: 0.4437309802, output_fired_time: 0.0000000000, propagate_forward_time: 24.4853439331, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7821331024
validation[          , genome  8120] predictions:    9778/  10000 (97.78%), best:    9831/10000 (98.31%), error:       709.43109, best error:       578.26300 on epoch:    18, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 326.9370727539s, input_fired_time: 3.6252586842, output_fired_time: 3.3612005711, propagate_forward_time: 122.8700866699, propagate_backward_time: 192.5901031494, weight_update_time: 0.4082928598, other_time: 4.4904327393
epoch time: 25.6584129333s, input_fired_time: 0.4430176914, output_fired_time: 0.0000000000, propagate_forward_time: 24.4316329956, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7837619781
validation[          , genome  8120] predictions:    9791/  10000 (97.91%), best:    9831/10000 (98.31%), error:       651.78796, best error:       578.26300 on epoch:    18, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 327.3437500000s, input_fired_time: 3.6968293190, output_fired_time: 3.3646605015, propagate_forward_time: 122.7595901489, propagate_backward_time: 192.8335113525, weight_update_time: 0.4346969724, other_time: 4.6891632080
epoch time: 26.1309661865s, input_fired_time: 0.4542914331, output_fired_time: 0.0000000000, propagate_forward_time: 24.8612823486, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8153915405
validation[          , genome  8120] predictions:    9808/  10000 (98.08%), best:    9831/10000 (98.31%), error:       613.55682, best error:       578.26300 on epoch:    18, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 328.2923583984s, input_fired_time: 3.6426556110, output_fired_time: 3.3735637665, propagate_forward_time: 123.1930160522, propagate_backward_time: 193.5258178711, weight_update_time: 0.4409461319, other_time: 4.5572814941
epoch time: 26.1477718353s, input_fired_time: 0.4580234587, output_fired_time: 0.0000000000, propagate_forward_time: 24.8715896606, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8181591034
validation[          , genome  8120] predictions:    9838/  10000 (98.38%), best:    9838/10000 (98.38%), error:       568.58685, best error:       568.58685 on epoch:    26, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 327.7620849609s, input_fired_time: 3.6394035816, output_fired_time: 3.3666734695, propagate_forward_time: 122.8836593628, propagate_backward_time: 193.3067016602, weight_update_time: 0.4481610656, other_time: 4.5656433105
epoch time: 25.9416446686s, input_fired_time: 0.4557302296, output_fired_time: 0.0000000000, propagate_forward_time: 24.6710968018, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8148174286
validation[          , genome  8120] predictions:    9795/  10000 (97.95%), best:    9838/10000 (98.38%), error:       678.47559, best error:       568.58685 on epoch:    26, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 328.6442871094s, input_fired_time: 3.7160181999, output_fired_time: 3.3793945313, propagate_forward_time: 122.9933319092, propagate_backward_time: 193.8416595459, weight_update_time: 0.4607601166, other_time: 4.7138977051
epoch time: 26.0983314514s, input_fired_time: 0.4560893476, output_fired_time: 0.0000000000, propagate_forward_time: 24.8262367249, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8160057068
validation[          , genome  8120] predictions:    9809/  10000 (98.09%), best:    9838/10000 (98.38%), error:       648.73944, best error:       568.58685 on epoch:    26, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 329.7931518555s, input_fired_time: 3.6406233311, output_fired_time: 3.3867135048, propagate_forward_time: 123.5948562622, propagate_backward_time: 194.6150207520, weight_update_time: 0.4563559890, other_time: 4.5559387207
epoch time: 25.7142143250s, input_fired_time: 0.4446524382, output_fired_time: 0.0000000000, propagate_forward_time: 24.4879550934, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7816066742
validation[          , genome  8120] predictions:    9801/  10000 (98.01%), best:    9838/10000 (98.38%), error:       635.87628, best error:       568.58685 on epoch:    26, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 327.9216003418s, input_fired_time: 3.6934640408, output_fired_time: 3.3631343842, propagate_forward_time: 122.7944717407, propagate_backward_time: 193.4107208252, weight_update_time: 0.4612612724, other_time: 4.6598358154
epoch time: 25.9264240265s, input_fired_time: 0.4463651776, output_fired_time: 0.0000000000, propagate_forward_time: 24.6961574554, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7839012146
validation[          , genome  8120] predictions:    9792/  10000 (97.92%), best:    9838/10000 (98.38%), error:       651.19336, best error:       568.58685 on epoch:    26, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 328.5736389160s, input_fired_time: 3.6458506584, output_fired_time: 3.3661844730, propagate_forward_time: 123.1026458740, propagate_backward_time: 193.8785400391, weight_update_time: 0.4579535723, other_time: 4.5804290771
epoch time: 25.6807022095s, input_fired_time: 0.4546178877, output_fired_time: 0.0000000000, propagate_forward_time: 24.4092178345, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8168659210
validation[          , genome  8120] predictions:    9700/  10000 (97.00%), best:    9838/10000 (98.38%), error:       937.29785, best error:       568.58685 on epoch:    26, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 327.7304687500s, input_fired_time: 3.7154045105, output_fired_time: 3.3776273727, propagate_forward_time: 122.6794891357, propagate_backward_time: 193.2348785400, weight_update_time: 0.4645630121, other_time: 4.7230834961
epoch time: 25.6220645905s, input_fired_time: 0.4560651481, output_fired_time: 0.0000000000, propagate_forward_time: 24.3463382721, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8196620941
validation[          , genome  8120] predictions:    9831/  10000 (98.31%), best:    9838/10000 (98.38%), error:       578.15448, best error:       568.58685 on epoch:    26, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 329.7395324707s, input_fired_time: 3.7263474464, output_fired_time: 3.3917386532, propagate_forward_time: 123.3420104980, propagate_backward_time: 194.5624084473, weight_update_time: 0.4671614766, other_time: 4.7170410156
epoch time: 25.5244712830s, input_fired_time: 0.4468312263, output_fired_time: 0.0000000000, propagate_forward_time: 24.2878761292, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7897644043
validation[          , genome  8120] predictions:    9796/  10000 (97.96%), best:    9838/10000 (98.38%), error:       640.35040, best error:       568.58685 on epoch:    26, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 328.3375549316s, input_fired_time: 3.6375784874, output_fired_time: 3.3669054508, propagate_forward_time: 122.9530410767, propagate_backward_time: 193.8388671875, weight_update_time: 0.4602741599, other_time: 4.5411682129
epoch time: 25.9470958710s, input_fired_time: 0.4514774382, output_fired_time: 0.0000000000, propagate_forward_time: 24.7090740204, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7865447998
validation[          , genome  8120] predictions:    9793/  10000 (97.93%), best:    9838/10000 (98.38%), error:       615.30066, best error:       568.58685 on epoch:    26, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 328.3499450684s, input_fired_time: 3.6935410500, output_fired_time: 3.3762030602, propagate_forward_time: 122.8478469849, propagate_backward_time: 193.7854614258, weight_update_time: 0.4618629217, other_time: 4.6469116211
epoch time: 25.9415626526s, input_fired_time: 0.4561188817, output_fired_time: 0.0000000000, propagate_forward_time: 24.6698246002, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8156185150
validation[          , genome  8120] predictions:    9806/  10000 (98.06%), best:    9838/10000 (98.38%), error:       651.41907, best error:       568.58685 on epoch:    26, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 330.6548461914s, input_fired_time: 3.6458125114, output_fired_time: 3.3883898258, propagate_forward_time: 123.8759460449, propagate_backward_time: 195.2076110840, weight_update_time: 0.4583406448, other_time: 4.5370788574
epoch time: 25.9776802063s, input_fired_time: 0.4513218701, output_fired_time: 0.0000000000, propagate_forward_time: 24.7380084991, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7883491516
validation[          , genome  8120] predictions:    9830/  10000 (98.30%), best:    9830/10000 (98.30%), error:       526.59235, best error:       526.59235 on epoch:    36, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 328.8089294434s, input_fired_time: 3.7308554649, output_fired_time: 3.3770511150, propagate_forward_time: 123.1145553589, propagate_backward_time: 193.8573303223, weight_update_time: 0.4673944116, other_time: 4.7291259766
epoch time: 26.0181846619s, input_fired_time: 0.4622898698, output_fired_time: 0.0000000000, propagate_forward_time: 24.7390727997, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8168220520
validation[          , genome  8120] predictions:    9818/  10000 (98.18%), best:    9830/10000 (98.30%), error:       604.47772, best error:       526.59235 on epoch:    36, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 330.3255310059s, input_fired_time: 3.7424643040, output_fired_time: 3.3991541862, propagate_forward_time: 123.5100479126, propagate_backward_time: 194.9519805908, weight_update_time: 0.4665485024, other_time: 4.7219085693
epoch time: 25.9725208282s, input_fired_time: 0.4559562206, output_fired_time: 0.0000000000, propagate_forward_time: 24.7063179016, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8102474213
validation[          , genome  8120] predictions:    9818/  10000 (98.18%), best:    9830/10000 (98.30%), error:       603.60211, best error:       526.59235 on epoch:    36, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 329.1225280762s, input_fired_time: 3.7280745506, output_fired_time: 3.3857073784, propagate_forward_time: 122.9178924561, propagate_backward_time: 194.3737487793, weight_update_time: 0.4652932584, other_time: 4.7170867920
epoch time: 25.9729652405s, input_fired_time: 0.4614125490, output_fired_time: 0.0000000000, propagate_forward_time: 24.6941967010, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8173561096
validation[          , genome  8120] predictions:    9802/  10000 (98.02%), best:    9830/10000 (98.30%), error:       664.91302, best error:       526.59235 on epoch:    36, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 328.0859375000s, input_fired_time: 3.6362929344, output_fired_time: 3.3593850136, propagate_forward_time: 122.8279266357, propagate_backward_time: 193.7204132080, weight_update_time: 0.4575785697, other_time: 4.5419311523
epoch time: 25.6553001404s, input_fired_time: 0.4481656849, output_fired_time: 0.0000000000, propagate_forward_time: 24.4288845062, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7782497406
validation[          , genome  8120] predictions:    9820/  10000 (98.20%), best:    9830/10000 (98.30%), error:       596.36237, best error:       526.59235 on epoch:    36, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 329.9116516113s, input_fired_time: 3.7341973782, output_fired_time: 3.3767929077, propagate_forward_time: 123.5078811646, propagate_backward_time: 194.5819702148, weight_update_time: 0.4660078883, other_time: 4.7108154297
epoch time: 25.7507362366s, input_fired_time: 0.4601177573, output_fired_time: 0.0000000000, propagate_forward_time: 24.4774818420, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8131370544
validation[          , genome  8120] predictions:    9823/  10000 (98.23%), best:    9830/10000 (98.30%), error:       588.07642, best error:       526.59235 on epoch:    36, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 330.2916564941s, input_fired_time: 3.7423055172, output_fired_time: 3.3927822113, propagate_forward_time: 123.5624237061, propagate_backward_time: 194.8645782471, weight_update_time: 0.4692297578, other_time: 4.7295532227
epoch time: 26.0795078278s, input_fired_time: 0.4651360214, output_fired_time: 0.0000000000, propagate_forward_time: 24.7951335907, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8192386627
validation[          , genome  8120] predictions:    9837/  10000 (98.37%), best:    9830/10000 (98.30%), error:       547.34216, best error:       526.59235 on epoch:    36, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 329.0135192871s, input_fired_time: 3.7421283722, output_fired_time: 3.3776478767, propagate_forward_time: 122.9958267212, propagate_backward_time: 194.1806793213, weight_update_time: 0.4631888568, other_time: 4.7172393799
epoch time: 25.9224967957s, input_fired_time: 0.4597410858, output_fired_time: 0.0000000000, propagate_forward_time: 24.6455020905, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8172531128
validation[          , genome  8120] predictions:    9833/  10000 (98.33%), best:    9830/10000 (98.30%), error:       534.38062, best error:       526.59235 on epoch:    36, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 328.9727478027s, input_fired_time: 3.7344424725, output_fired_time: 3.3764777184, propagate_forward_time: 123.0886917114, propagate_backward_time: 194.0410308838, weight_update_time: 0.4653034508, other_time: 4.7321319580
epoch time: 25.8399124146s, input_fired_time: 0.4604039788, output_fired_time: 0.0000000000, propagate_forward_time: 24.5629367828, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8165721893
validation[          , genome  8120] predictions:    9818/  10000 (98.18%), best:    9830/10000 (98.30%), error:       534.96722, best error:       526.59235 on epoch:    36, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 330.1226806641s, input_fired_time: 3.7476127148, output_fired_time: 3.3856139183, propagate_forward_time: 123.3660888672, propagate_backward_time: 194.9046478271, weight_update_time: 0.4657129347, other_time: 4.7187042236
epoch time: 26.0330562592s, input_fired_time: 0.4605027437, output_fired_time: 0.0000000000, propagate_forward_time: 24.7627544403, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8097991943
validation[          , genome  8120] predictions:    9843/  10000 (98.43%), best:    9830/10000 (98.30%), error:       588.92877, best error:       526.59235 on epoch:    36, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 330.5039978027s, input_fired_time: 3.6979920864, output_fired_time: 3.3875432014, propagate_forward_time: 123.7021484375, propagate_backward_time: 195.0999298096, weight_update_time: 0.4624244571, other_time: 4.6163787842
epoch time: 25.8406963348s, input_fired_time: 0.4602078795, output_fired_time: 0.0000000000, propagate_forward_time: 24.5658721924, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8146171570
validation[          , genome  8120] predictions:    9833/  10000 (98.33%), best:    9830/10000 (98.30%), error:       553.01959, best error:       526.59235 on epoch:    36, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 329.6362915039s, input_fired_time: 3.7516157627, output_fired_time: 3.3850646019, propagate_forward_time: 123.4421386719, propagate_backward_time: 194.3267517090, weight_update_time: 0.4625913501, other_time: 4.7307128906
epoch time: 25.8262786865s, input_fired_time: 0.4593953192, output_fired_time: 0.0000000000, propagate_forward_time: 24.5505008698, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8163833618
validation[          , genome  8120] predictions:    9824/  10000 (98.24%), best:    9830/10000 (98.30%), error:       565.86615, best error:       526.59235 on epoch:    36, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 330.7640380859s, input_fired_time: 3.6701467037, output_fired_time: 3.3902726173, propagate_forward_time: 123.8262557983, propagate_backward_time: 195.3400878906, weight_update_time: 0.4579722583, other_time: 4.5372924805
epoch time: 25.9767475128s, input_fired_time: 0.4553738832, output_fired_time: 0.0000000000, propagate_forward_time: 24.7356796265, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7856941223
validation[          , genome  8120] predictions:    9838/  10000 (98.38%), best:    9830/10000 (98.30%), error:       541.51233, best error:       526.59235 on epoch:    36, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 328.5904235840s, input_fired_time: 3.7380502224, output_fired_time: 3.3703801632, propagate_forward_time: 122.9064331055, propagate_backward_time: 193.8861846924, weight_update_time: 0.4628269374, other_time: 4.6893768311
epoch time: 25.9139308929s, input_fired_time: 0.4628760517, output_fired_time: 0.0000000000, propagate_forward_time: 24.6365432739, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8145122528
validation[          , genome  8120] predictions:    9795/  10000 (97.95%), best:    9830/10000 (98.30%), error:       636.94476, best error:       526.59235 on epoch:    36, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 330.3963928223s, input_fired_time: 3.7164385319, output_fired_time: 3.3866963387, propagate_forward_time: 123.6172409058, propagate_backward_time: 195.0603485107, weight_update_time: 0.4607568681, other_time: 4.6156768799
epoch time: 26.0206947327s, input_fired_time: 0.4651288092, output_fired_time: 0.0000000000, propagate_forward_time: 24.7407035828, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8148632050
validation[          , genome  8120] predictions:    9828/  10000 (98.28%), best:    9830/10000 (98.30%), error:       552.72491, best error:       526.59235 on epoch:    36, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 330.4726562500s, input_fired_time: 3.7455546856, output_fired_time: 3.3916785717, propagate_forward_time: 123.6118774414, propagate_backward_time: 195.0455169678, weight_update_time: 0.4646604657, other_time: 4.6780242920
epoch time: 25.9126510620s, input_fired_time: 0.4585728049, output_fired_time: 0.0000000000, propagate_forward_time: 24.6478328705, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8062458038
validation[          , genome  8120] predictions:    9793/  10000 (97.93%), best:    9830/10000 (98.30%), error:       685.84296, best error:       526.59235 on epoch:    36, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 329.5669250488s, input_fired_time: 3.7582561970, output_fired_time: 3.3886501789, propagate_forward_time: 123.0859603882, propagate_backward_time: 194.5945281982, weight_update_time: 0.4670386612, other_time: 4.7395172119
epoch time: 25.9592723846s, input_fired_time: 0.4631391168, output_fired_time: 0.0000000000, propagate_forward_time: 24.6794357300, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8166980743
validation[          , genome  8120] predictions:    9835/  10000 (98.35%), best:    9830/10000 (98.30%), error:       611.11060, best error:       526.59235 on epoch:    36, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 330.1834716797s, input_fired_time: 3.6669354439, output_fired_time: 3.3783147335, propagate_forward_time: 123.6033325195, propagate_backward_time: 194.9878540039, weight_update_time: 0.4605194926, other_time: 4.5470275879
epoch time: 26.0582981110s, input_fired_time: 0.4560368359, output_fired_time: 0.0000000000, propagate_forward_time: 24.8166141510, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7856464386
validation[          , genome  8120] predictions:    9775/  10000 (97.75%), best:    9830/10000 (98.30%), error:       705.28943, best error:       526.59235 on epoch:    36, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 330.8784179688s, input_fired_time: 3.6776311398, output_fired_time: 3.3827085495, propagate_forward_time: 123.7941741943, propagate_backward_time: 195.4745483398, weight_update_time: 0.4582018256, other_time: 4.5493316650
epoch time: 26.0240612030s, input_fired_time: 0.4543445408, output_fired_time: 0.0000000000, propagate_forward_time: 24.7819328308, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7877845764
validation[          , genome  8120] predictions:    9825/  10000 (98.25%), best:    9830/10000 (98.30%), error:       583.07739, best error:       526.59235 on epoch:    36, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 328.5872497559s, input_fired_time: 3.7352831364, output_fired_time: 3.3768708706, propagate_forward_time: 122.7821502686, propagate_backward_time: 194.0048065186, weight_update_time: 0.4664120674, other_time: 4.6881408691
epoch time: 25.9080257416s, input_fired_time: 0.4569273591, output_fired_time: 0.0000000000, propagate_forward_time: 24.6679916382, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7831058502
validation[          , genome  8120] predictions:    9823/  10000 (98.23%), best:    9830/10000 (98.30%), error:       572.49030, best error:       526.59235 on epoch:    36, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 328.2861328125s, input_fired_time: 3.7525117397, output_fired_time: 3.3604879379, propagate_forward_time: 122.8593368530, propagate_backward_time: 193.5889892578, weight_update_time: 0.4646768570, other_time: 4.7248229980
epoch time: 25.8597049713s, input_fired_time: 0.4585126638, output_fired_time: 0.0000000000, propagate_forward_time: 24.5836219788, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8175697327
validation[          , genome  8120] predictions:    9803/  10000 (98.03%), best:    9830/10000 (98.30%), error:       653.67426, best error:       526.59235 on epoch:    36, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 329.1466369629s, input_fired_time: 3.6731157303, output_fired_time: 3.3672249317, propagate_forward_time: 123.2565155029, propagate_backward_time: 194.2999877930, weight_update_time: 0.4582425952, other_time: 4.5497894287
epoch time: 25.8712291718s, input_fired_time: 0.4535927176, output_fired_time: 0.0000000000, propagate_forward_time: 24.6298656464, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7877712250
validation[          , genome  8120] predictions:    9813/  10000 (98.13%), best:    9830/10000 (98.30%), error:       604.72333, best error:       526.59235 on epoch:    36, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 330.8998413086s, input_fired_time: 3.7635691166, output_fired_time: 3.3931519985, propagate_forward_time: 123.6397552490, propagate_backward_time: 195.3799591064, weight_update_time: 0.4653732479, other_time: 4.7233886719
epoch time: 26.0341014862s, input_fired_time: 0.4622270763, output_fired_time: 0.0000000000, propagate_forward_time: 24.7553901672, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8164844513
validation[          , genome  8120] predictions:    9802/  10000 (98.02%), best:    9830/10000 (98.30%), error:       610.59839, best error:       526.59235 on epoch:    36, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 328.9922790527s, input_fired_time: 3.7567067146, output_fired_time: 3.3727986813, propagate_forward_time: 122.9704360962, propagate_backward_time: 194.1701965332, weight_update_time: 0.4655732214, other_time: 4.7221374512
epoch time: 25.7140102386s, input_fired_time: 0.4652751982, output_fired_time: 0.0000000000, propagate_forward_time: 24.4313831329, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8173522949
validation[          , genome  8120] predictions:    9847/  10000 (98.47%), best:    9847/10000 (98.47%), error:       504.83099, best error:       504.83099 on epoch:    59, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 330.6412048340s, input_fired_time: 3.7660713196, output_fired_time: 3.3883199692, propagate_forward_time: 123.6952514648, propagate_backward_time: 195.0662689209, weight_update_time: 0.4650962353, other_time: 4.7252960205
epoch time: 25.8028335571s, input_fired_time: 0.4635539055, output_fired_time: 0.0000000000, propagate_forward_time: 24.5270328522, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8122463226
validation[          , genome  8120] predictions:    9843/  10000 (98.43%), best:    9847/10000 (98.47%), error:       532.40308, best error:       504.83099 on epoch:    59, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 328.6846923828s, input_fired_time: 3.7166776657, output_fired_time: 3.3729574680, propagate_forward_time: 122.8780059814, propagate_backward_time: 194.0840301514, weight_update_time: 0.4628098309, other_time: 4.6330261230
epoch time: 25.9609336853s, input_fired_time: 0.4599421620, output_fired_time: 0.0000000000, propagate_forward_time: 24.7143383026, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7866535187
validation[          , genome  8120] predictions:    9846/  10000 (98.46%), best:    9847/10000 (98.47%), error:       521.19379, best error:       504.83099 on epoch:    59, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 332.0656738281s, input_fired_time: 3.7882783413, output_fired_time: 3.3999469280, propagate_forward_time: 124.1637191772, propagate_backward_time: 195.9749450684, weight_update_time: 0.4682741463, other_time: 4.7388000488
epoch time: 26.0907382965s, input_fired_time: 0.4644825459, output_fired_time: 0.0000000000, propagate_forward_time: 24.8119678497, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8142871857
validation[          , genome  8120] predictions:    9854/  10000 (98.54%), best:    9854/10000 (98.54%), error:       501.95734, best error:       501.95734 on epoch:    62, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 330.6910400391s, input_fired_time: 3.7719612122, output_fired_time: 3.3896493912, propagate_forward_time: 123.5574188232, propagate_backward_time: 195.2407836914, weight_update_time: 0.4666369557, other_time: 4.7312164307
epoch time: 25.8747806549s, input_fired_time: 0.4649916887, output_fired_time: 0.0000000000, propagate_forward_time: 24.5953826904, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8144054413
validation[          , genome  8120] predictions:    9830/  10000 (98.30%), best:    9854/10000 (98.54%), error:       541.43140, best error:       501.95734 on epoch:    62, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 329.5444641113s, input_fired_time: 3.7163660526, output_fired_time: 3.3768301010, propagate_forward_time: 123.2863769531, propagate_backward_time: 194.5425262451, weight_update_time: 0.4589000940, other_time: 4.6223602295
epoch time: 25.6392269135s, input_fired_time: 0.4573379159, output_fired_time: 0.0000000000, propagate_forward_time: 24.3906135559, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7912750244
validation[          , genome  8120] predictions:    9838/  10000 (98.38%), best:    9854/10000 (98.54%), error:       519.12140, best error:       501.95734 on epoch:    62, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 330.8996582031s, input_fired_time: 3.7026154995, output_fired_time: 3.3906538486, propagate_forward_time: 123.8291015625, propagate_backward_time: 195.3788757324, weight_update_time: 0.4624142349, other_time: 4.5984191895
epoch time: 26.1039104462s, input_fired_time: 0.4722150862, output_fired_time: 0.0000000000, propagate_forward_time: 24.8135719299, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8181228638
validation[          , genome  8120] predictions:    9847/  10000 (98.47%), best:    9847/10000 (98.47%), error:       488.37473, best error:       488.37473 on epoch:    65, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 328.6757812500s, input_fired_time: 3.7661554813, output_fired_time: 3.3673546314, propagate_forward_time: 122.8380584717, propagate_backward_time: 193.9886016846, weight_update_time: 0.4639418721, other_time: 4.7156372070
epoch time: 25.8104171753s, input_fired_time: 0.4658630490, output_fired_time: 0.0000000000, propagate_forward_time: 24.5323047638, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8122501373
validation[          , genome  8120] predictions:    9832/  10000 (98.32%), best:    9847/10000 (98.47%), error:       546.09326, best error:       488.37473 on epoch:    65, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 330.7054443359s, input_fired_time: 3.7856917381, output_fired_time: 3.3864452839, propagate_forward_time: 123.5396423340, propagate_backward_time: 195.2434387207, weight_update_time: 0.4672962725, other_time: 4.7502136230
epoch time: 25.9346141815s, input_fired_time: 0.4686787426, output_fired_time: 0.0000000000, propagate_forward_time: 24.6514225006, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8145122528
validation[          , genome  8120] predictions:    9832/  10000 (98.32%), best:    9847/10000 (98.47%), error:       533.96173, best error:       488.37473 on epoch:    65, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 329.2255249023s, input_fired_time: 3.7705085278, output_fired_time: 3.3812026978, propagate_forward_time: 122.9330749512, propagate_backward_time: 194.4307403564, weight_update_time: 0.4652441144, other_time: 4.7100067139
epoch time: 25.8967933655s, input_fired_time: 0.4638289809, output_fired_time: 0.0000000000, propagate_forward_time: 24.6230564117, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8099079132
validation[          , genome  8120] predictions:    9852/  10000 (98.52%), best:    9847/10000 (98.47%), error:       520.77771, best error:       488.37473 on epoch:    65, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 330.1929321289s, input_fired_time: 3.7274081707, output_fired_time: 3.3841543198, propagate_forward_time: 123.4817123413, propagate_backward_time: 194.9880218506, weight_update_time: 0.4608592391, other_time: 4.6116180420
epoch time: 25.9506645203s, input_fired_time: 0.4681855440, output_fired_time: 0.0000000000, propagate_forward_time: 24.6663608551, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8161182404
validation[          , genome  8120] predictions:    9848/  10000 (98.48%), best:    9847/10000 (98.47%), error:       505.72733, best error:       488.37473 on epoch:    65, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 329.6701965332s, input_fired_time: 3.7742199898, output_fired_time: 3.3975620270, propagate_forward_time: 123.0562515259, propagate_backward_time: 194.7539978027, weight_update_time: 0.4637171030, other_time: 4.6881713867
epoch time: 26.0350284576s, input_fired_time: 0.4683157802, output_fired_time: 0.0000000000, propagate_forward_time: 24.7526435852, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8140697479
validation[          , genome  8120] predictions:    9847/  10000 (98.47%), best:    9847/10000 (98.47%), error:       492.86157, best error:       488.37473 on epoch:    65, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 329.9758300781s, input_fired_time: 3.7299051285, output_fired_time: 3.3813331127, propagate_forward_time: 123.4850387573, propagate_backward_time: 194.7578430176, weight_update_time: 0.4625750482, other_time: 4.6216735840
epoch time: 25.8891887665s, input_fired_time: 0.4656028450, output_fired_time: 0.0000000000, propagate_forward_time: 24.6099777222, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8136081696
validation[          , genome  8120] predictions:    9833/  10000 (98.33%), best:    9847/10000 (98.47%), error:       560.27393, best error:       488.37473 on epoch:    65, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 330.7546997070s, input_fired_time: 3.7736620903, output_fired_time: 3.3923540115, propagate_forward_time: 123.5585021973, propagate_backward_time: 195.3221588135, weight_update_time: 0.4661456347, other_time: 4.7080230713
epoch time: 25.7479496002s, input_fired_time: 0.4681722224, output_fired_time: 0.0000000000, propagate_forward_time: 24.4645709991, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8152065277
validation[          , genome  8120] predictions:    9844/  10000 (98.44%), best:    9847/10000 (98.47%), error:       503.96783, best error:       488.37473 on epoch:    65, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 329.0486145020s, input_fired_time: 3.6902298927, output_fired_time: 3.3643856049, propagate_forward_time: 123.3268356323, propagate_backward_time: 194.1214599609, weight_update_time: 0.4585753381, other_time: 4.5457153320
epoch time: 25.8008365631s, input_fired_time: 0.4591379762, output_fired_time: 0.0000000000, propagate_forward_time: 24.5571784973, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7845191956
validation[          , genome  8120] predictions:    9854/  10000 (98.54%), best:    9847/10000 (98.47%), error:       508.33694, best error:       488.37473 on epoch:    65, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 331.1423950195s, input_fired_time: 3.7915275097, output_fired_time: 3.3936131001, propagate_forward_time: 123.7009658813, propagate_backward_time: 195.5132293701, weight_update_time: 0.4669811130, other_time: 4.7430572510
epoch time: 26.0745773315s, input_fired_time: 0.4729460478, output_fired_time: 0.0000000000, propagate_forward_time: 24.7865753174, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8150558472
validation[          , genome  8120] predictions:    9828/  10000 (98.28%), best:    9847/10000 (98.47%), error:       599.93494, best error:       488.37473 on epoch:    65, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 330.7231445313s, input_fired_time: 3.6968603134, output_fired_time: 3.3940958977, propagate_forward_time: 123.7322616577, propagate_backward_time: 195.3512878418, weight_update_time: 0.4582817554, other_time: 4.5486145020
epoch time: 26.0439071655s, input_fired_time: 0.4576590657, output_fired_time: 0.0000000000, propagate_forward_time: 24.7979183197, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7883300781
validation[          , genome  8120] predictions:    9856/  10000 (98.56%), best:    9856/10000 (98.56%), error:       487.70343, best error:       487.70343 on epoch:    75, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 330.4632568359s, input_fired_time: 3.7059383392, output_fired_time: 3.3968629837, propagate_forward_time: 123.6501083374, propagate_backward_time: 195.1592102051, weight_update_time: 0.4575493038, other_time: 4.5511474609
epoch time: 25.7466430664s, input_fired_time: 0.4603441954, output_fired_time: 0.0000000000, propagate_forward_time: 24.4989738464, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7873249054
validation[          , genome  8120] predictions:    9839/  10000 (98.39%), best:    9856/10000 (98.56%), error:       517.58459, best error:       487.70343 on epoch:    75, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 330.8268737793s, input_fired_time: 3.7593729496, output_fired_time: 3.3835077286, propagate_forward_time: 123.6064300537, propagate_backward_time: 195.4095153809, weight_update_time: 0.4625968635, other_time: 4.6680450439
epoch time: 25.8373279572s, input_fired_time: 0.4596284032, output_fired_time: 0.0000000000, propagate_forward_time: 24.5913982391, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7863006592
validation[          , genome  8120] predictions:    9853/  10000 (98.53%), best:    9856/10000 (98.56%), error:       514.31757, best error:       487.70343 on epoch:    75, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 329.8353576660s, input_fired_time: 3.7424516678, output_fired_time: 3.3796856403, propagate_forward_time: 123.3131332397, propagate_backward_time: 194.7389678955, weight_update_time: 0.4592657089, other_time: 4.6610870361
epoch time: 26.0963764191s, input_fired_time: 0.4572408199, output_fired_time: 0.0000000000, propagate_forward_time: 24.8549156189, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7842197418
validation[          , genome  8120] predictions:    9825/  10000 (98.25%), best:    9856/10000 (98.56%), error:       569.22919, best error:       487.70343 on epoch:    75, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 330.9363403320s, input_fired_time: 3.8003497124, output_fired_time: 3.3902754784, propagate_forward_time: 123.6758651733, propagate_backward_time: 195.3402252197, weight_update_time: 0.4660258293, other_time: 4.7295989990
epoch time: 25.7506370544s, input_fired_time: 0.4676340520, output_fired_time: 0.0000000000, propagate_forward_time: 24.4709129333, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8120899200
validation[          , genome  8120] predictions:    9841/  10000 (98.41%), best:    9856/10000 (98.56%), error:       515.94360, best error:       487.70343 on epoch:    75, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 329.9658508301s, input_fired_time: 3.7954404354, output_fired_time: 3.3965606689, propagate_forward_time: 123.1720428467, propagate_backward_time: 194.8710784912, weight_update_time: 0.4657704532, other_time: 4.7307434082
epoch time: 26.1146812439s, input_fired_time: 0.4669195116, output_fired_time: 0.0000000000, propagate_forward_time: 24.8309230804, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8168392181
validation[          , genome  8120] predictions:    9827/  10000 (98.27%), best:    9856/10000 (98.56%), error:       542.28589, best error:       487.70343 on epoch:    75, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 331.2989196777s, input_fired_time: 3.7245383263, output_fired_time: 3.3988511562, propagate_forward_time: 123.9605331421, propagate_backward_time: 195.6317596436, weight_update_time: 0.4627637565, other_time: 4.5832061768
epoch time: 25.8376407623s, input_fired_time: 0.4580051601, output_fired_time: 0.0000000000, propagate_forward_time: 24.5913085938, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7883262634
validation[          , genome  8120] predictions:    9838/  10000 (98.38%), best:    9856/10000 (98.56%), error:       589.48676, best error:       487.70343 on epoch:    75, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 328.7153930664s, input_fired_time: 3.7093172073, output_fired_time: 3.3610579967, propagate_forward_time: 122.9717864990, propagate_backward_time: 194.1118316650, weight_update_time: 0.4573063552, other_time: 4.5614013672
epoch time: 26.0234718323s, input_fired_time: 0.4708889723, output_fired_time: 0.0000000000, propagate_forward_time: 24.7402706146, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8123130798
validation[          , genome  8120] predictions:    9820/  10000 (98.20%), best:    9856/10000 (98.56%), error:       577.45270, best error:       487.70343 on epoch:    75, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 328.2571411133s, input_fired_time: 3.7753455639, output_fired_time: 3.3602814674, propagate_forward_time: 122.5675201416, propagate_backward_time: 193.8337249756, weight_update_time: 0.4621796906, other_time: 4.7202453613
epoch time: 25.9164600372s, input_fired_time: 0.4700722992, output_fired_time: 0.0000000000, propagate_forward_time: 24.6359825134, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8104057312
validation[          , genome  8120] predictions:    9845/  10000 (98.45%), best:    9856/10000 (98.56%), error:       522.99945, best error:       487.70343 on epoch:    75, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 328.7089538574s, input_fired_time: 3.7825117111, output_fired_time: 3.3664541245, propagate_forward_time: 122.8891220093, propagate_backward_time: 193.9606933594, weight_update_time: 0.4645281732, other_time: 4.7101745605
epoch time: 25.8301715851s, input_fired_time: 0.4678005278, output_fired_time: 0.0000000000, propagate_forward_time: 24.5512504578, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8111209869
validation[          , genome  8120] predictions:    9851/  10000 (98.51%), best:    9856/10000 (98.56%), error:       505.22702, best error:       487.70343 on epoch:    75, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 330.3854675293s, input_fired_time: 3.7025449276, output_fired_time: 3.3868613243, propagate_forward_time: 123.5520095825, propagate_backward_time: 195.2042083740, weight_update_time: 0.4568865895, other_time: 4.5398406982
epoch time: 25.9647731781s, input_fired_time: 0.4661712348, output_fired_time: 0.0000000000, propagate_forward_time: 24.7138919830, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7847099304
validation[          , genome  8120] predictions:    9838/  10000 (98.38%), best:    9856/10000 (98.56%), error:       532.37109, best error:       487.70343 on epoch:    75, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 328.2410583496s, input_fired_time: 3.6922278404, output_fired_time: 3.3552408218, propagate_forward_time: 122.8011856079, propagate_backward_time: 193.8679656982, weight_update_time: 0.4555458128, other_time: 4.5244293213
epoch time: 26.0659656525s, input_fired_time: 0.4669104517, output_fired_time: 0.0000000000, propagate_forward_time: 24.7933425903, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8057117462
validation[          , genome  8120] predictions:    9847/  10000 (98.47%), best:    9856/10000 (98.56%), error:       537.65631, best error:       487.70343 on epoch:    75, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 330.3097229004s, input_fired_time: 3.7588901520, output_fired_time: 3.3818864822, propagate_forward_time: 123.5288772583, propagate_backward_time: 195.0043945313, weight_update_time: 0.4585757256, other_time: 4.6356811523
epoch time: 25.9166564941s, input_fired_time: 0.4635755420, output_fired_time: 0.0000000000, propagate_forward_time: 24.6704692841, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7826118469
validation[          , genome  8120] predictions:    9830/  10000 (98.30%), best:    9856/10000 (98.56%), error:       573.21509, best error:       487.70343 on epoch:    75, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 329.3531799316s, input_fired_time: 3.7920804024, output_fired_time: 3.3732433319, propagate_forward_time: 123.0711593628, propagate_backward_time: 194.4112243652, weight_update_time: 0.4644729495, other_time: 4.7054748535
epoch time: 25.7979183197s, input_fired_time: 0.4637379050, output_fired_time: 0.0000000000, propagate_forward_time: 24.5226802826, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8115005493
validation[          , genome  8120] predictions:    9771/  10000 (97.71%), best:    9856/10000 (98.56%), error:       762.97388, best error:       487.70343 on epoch:    75, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 328.6238403320s, input_fired_time: 3.6961510181, output_fired_time: 3.3624875546, propagate_forward_time: 122.9841842651, propagate_backward_time: 194.0400085449, weight_update_time: 0.4557565451, other_time: 4.5410156250
epoch time: 25.8962345123s, input_fired_time: 0.4602112770, output_fired_time: 0.0000000000, propagate_forward_time: 24.6501808167, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7858428955
validation[          , genome  8120] predictions:    9855/  10000 (98.55%), best:    9856/10000 (98.56%), error:       504.51279, best error:       487.70343 on epoch:    75, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 329.0653381348s, input_fired_time: 3.7051379681, output_fired_time: 3.3611593246, propagate_forward_time: 123.1214370728, propagate_backward_time: 194.3416290283, weight_update_time: 0.4577860832, other_time: 4.5359954834
epoch time: 25.7771816254s, input_fired_time: 0.4609587789, output_fired_time: 0.0000000000, propagate_forward_time: 24.5352172852, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7810058594
validation[          , genome  8120] predictions:    9818/  10000 (98.18%), best:    9856/10000 (98.56%), error:       596.67059, best error:       487.70343 on epoch:    75, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 332.1572875977s, input_fired_time: 3.8258087635, output_fired_time: 3.4008042812, propagate_forward_time: 124.1201324463, propagate_backward_time: 196.0649566650, weight_update_time: 0.4684357047, other_time: 4.7455749512
epoch time: 25.9673309326s, input_fired_time: 0.4777438939, output_fired_time: 0.0000000000, propagate_forward_time: 24.7049789429, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7846088409
validation[          , genome  8120] predictions:    9847/  10000 (98.47%), best:    9856/10000 (98.56%), error:       536.04419, best error:       487.70343 on epoch:    75, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 329.3647766113s, input_fired_time: 3.7072641850, output_fired_time: 3.3658576012, propagate_forward_time: 123.0014266968, propagate_backward_time: 194.7464599609, weight_update_time: 0.4568262100, other_time: 4.5437622070
epoch time: 25.5760936737s, input_fired_time: 0.4660330415, output_fired_time: 0.0000000000, propagate_forward_time: 24.3223342896, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7877254486
validation[          , genome  8120] predictions:    9806/  10000 (98.06%), best:    9856/10000 (98.56%), error:       629.49023, best error:       487.70343 on epoch:    75, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 329.0529785156s, input_fired_time: 3.7798855305, output_fired_time: 3.3633732796, propagate_forward_time: 122.9975204468, propagate_backward_time: 194.2477722168, weight_update_time: 0.4626918435, other_time: 4.6644287109
epoch time: 25.9300022125s, input_fired_time: 0.4707125723, output_fired_time: 0.0000000000, propagate_forward_time: 24.6466636658, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8126258850
validation[          , genome  8120] predictions:    9844/  10000 (98.44%), best:    9856/10000 (98.56%), error:       551.24457, best error:       487.70343 on epoch:    75, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 329.9655761719s, input_fired_time: 3.7409191132, output_fired_time: 3.3827753067, propagate_forward_time: 123.4663696289, propagate_backward_time: 194.8116455078, weight_update_time: 0.4589591026, other_time: 4.5638732910
epoch time: 26.0891838074s, input_fired_time: 0.4672730565, output_fired_time: 0.0000000000, propagate_forward_time: 24.8362522125, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7856578827
validation[          , genome  8120] predictions:    9850/  10000 (98.50%), best:    9856/10000 (98.56%), error:       521.07007, best error:       487.70343 on epoch:    75, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 327.9675292969s, input_fired_time: 3.7948205471, output_fired_time: 3.3553721905, propagate_forward_time: 122.5423126221, propagate_backward_time: 193.5563049316, weight_update_time: 0.4634645879, other_time: 4.7187042236
epoch time: 25.5765762329s, input_fired_time: 0.4709917605, output_fired_time: 0.0000000000, propagate_forward_time: 24.2912101746, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8143749237
validation[          , genome  8120] predictions:    9838/  10000 (98.38%), best:    9856/10000 (98.56%), error:       530.32556, best error:       487.70343 on epoch:    75, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 330.8577575684s, input_fired_time: 3.8155388832, output_fired_time: 3.4002490044, propagate_forward_time: 123.5430068970, propagate_backward_time: 195.3830718994, weight_update_time: 0.4652001560, other_time: 4.7158966064
epoch time: 25.9882869720s, input_fired_time: 0.4732049406, output_fired_time: 0.0000000000, propagate_forward_time: 24.7003288269, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8147525787
validation[          , genome  8120] predictions:    9811/  10000 (98.11%), best:    9856/10000 (98.56%), error:       610.18506, best error:       487.70343 on epoch:    75, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 329.7970581055s, input_fired_time: 3.7226002216, output_fired_time: 3.3727436066, propagate_forward_time: 123.5366363525, propagate_backward_time: 194.6194610596, weight_update_time: 0.4578906000, other_time: 4.5456237793
epoch time: 25.9462528229s, input_fired_time: 0.4614117146, output_fired_time: 0.0000000000, propagate_forward_time: 24.6978130341, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7870273590
validation[          , genome  8120] predictions:    9847/  10000 (98.47%), best:    9856/10000 (98.56%), error:       522.83899, best error:       487.70343 on epoch:    75, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 329.9607238770s, input_fired_time: 3.7745087147, output_fired_time: 3.3802988529, propagate_forward_time: 123.4931488037, propagate_backward_time: 194.6732940674, weight_update_time: 0.4618109465, other_time: 4.6394653320
epoch time: 25.9501190186s, input_fired_time: 0.4752214849, output_fired_time: 0.0000000000, propagate_forward_time: 24.6632270813, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8116703033
validation[          , genome  8120] predictions:    9840/  10000 (98.40%), best:    9856/10000 (98.56%), error:       543.50659, best error:       487.70343 on epoch:    75, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 330.4497985840s, input_fired_time: 3.7330358028, output_fired_time: 3.3874351978, propagate_forward_time: 123.6546325684, propagate_backward_time: 195.1038055420, weight_update_time: 0.4590265155, other_time: 4.5709075928
epoch time: 25.5691204071s, input_fired_time: 0.4641570151, output_fired_time: 0.0000000000, propagate_forward_time: 24.3196983337, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7852649689
validation[          , genome  8120] predictions:    9841/  10000 (98.41%), best:    9856/10000 (98.56%), error:       562.43042, best error:       487.70343 on epoch:    75, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 329.1792907715s, input_fired_time: 3.7209615707, output_fired_time: 3.3659079075, propagate_forward_time: 123.0797042847, propagate_backward_time: 194.4703063965, weight_update_time: 0.4612127244, other_time: 4.5424194336
epoch time: 25.9610767365s, input_fired_time: 0.4807500839, output_fired_time: 0.0000000000, propagate_forward_time: 24.6623573303, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8179702759
validation[          , genome  8120] predictions:    9855/  10000 (98.55%), best:    9856/10000 (98.56%), error:       521.88916, best error:       487.70343 on epoch:    75, 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: 129.4021148682s, input_fired_time: 2.3221623898, output_fired_time: 0.0000000000, propagate_forward_time: 123.0018081665, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.0781478882
best training[          , genome  8120] predictions:   49932/  50000 (99.86%), best:    9856/10000 (98.56%), error:       495.42664, best error:       487.70343 on epoch:    75, 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: 26.0720310211s, input_fired_time: 0.4673178494, output_fired_time: 0.0000000000, propagate_forward_time: 24.8176708221, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7870426178
   testing[          , genome  8120] predictions:    9848/  10000 (98.48%), best:    9856/10000 (98.56%), error:       458.86215, best error:       487.70343 on epoch:    75, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
11:27:53 (4496): called boinc_finish(0)

</stderr_txt>
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