Nameexact_genome_1518178202_60_18352_1
Workunit2991595
Created9 Feb 2018, 13:10:49 UTC
Sent9 Feb 2018, 13:21:36 UTC
Report deadline10 Mar 2018, 21:20:31 UTC
Received10 Feb 2018, 12:59:31 UTC
Server stateOver
OutcomeValidate error
Client stateDone
Exit status0 (0x0)
Computer ID55108
Run time19 hours 59 min 57 sec
CPU time19 hours 44 min 27 sec
Validate stateInvalid
Credit0.00
Device peak FLOPS2.93 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size179.55 MB
Peak swap size182.88 MB
Peak disk usage4.47 MB

Stderr output

<core_client_version>7.8.2</core_client_version>
<![CDATA[
<stderr_txt>
2936706543
epoch time: 56.7789077759s, input_fired_time: 1.7990326881, output_fired_time: 0.0000000000, propagate_forward_time: 52.2907791138, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6890945435
validation[          , genome 18352] predictions:    9825/  10000 (98.25%), best:    9839/10000 (98.39%), error:       576.00220, best error:       525.24786 on epoch:    14, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 701.7456665039s, input_fired_time: 15.5901889801, output_fired_time: 13.6148948669, propagate_forward_time: 267.8717956543, propagate_backward_time: 389.1833801270, weight_update_time: 0.5423740745, other_time: 15.4854125977
epoch time: 58.6868476868s, input_fired_time: 1.8367217779, output_fired_time: 0.0000000000, propagate_forward_time: 54.2030258179, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6470985413
validation[          , genome 18352] predictions:    9846/  10000 (98.46%), best:    9846/10000 (98.46%), error:       480.09225, best error:       480.09225 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 690.3425903320s, input_fired_time: 16.5751094818, output_fired_time: 13.3930931091, propagate_forward_time: 260.9343872070, propagate_backward_time: 385.5469665527, weight_update_time: 0.5344782472, other_time: 13.8930358887
epoch time: 56.2506980896s, input_fired_time: 1.7878324986, output_fired_time: 0.0000000000, propagate_forward_time: 51.8373336792, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6255302429
validation[          , genome 18352] predictions:    9803/  10000 (98.03%), best:    9846/10000 (98.46%), error:       631.54987, best error:       480.09225 on epoch:    16, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 690.8258666992s, input_fired_time: 16.3463153839, output_fired_time: 13.3622140884, propagate_forward_time: 261.3688964844, propagate_backward_time: 383.8333740234, weight_update_time: 0.5292474627, other_time: 15.9150390625
epoch time: 56.7982368469s, input_fired_time: 1.8046720028, output_fired_time: 0.0000000000, propagate_forward_time: 52.3196525574, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6739120483
validation[          , genome 18352] predictions:    9821/  10000 (98.21%), best:    9846/10000 (98.46%), error:       578.11713, best error:       480.09225 on epoch:    16, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 698.3135986328s, input_fired_time: 15.6558303833, output_fired_time: 13.5449542999, propagate_forward_time: 267.1210937500, propagate_backward_time: 387.4085998535, weight_update_time: 0.7236332893, other_time: 14.5830993652
epoch time: 57.1654090881s, input_fired_time: 1.8153120279, output_fired_time: 0.0000000000, propagate_forward_time: 52.7736740112, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5764236450
validation[          , genome 18352] predictions:    9837/  10000 (98.37%), best:    9846/10000 (98.46%), error:       500.34842, best error:       480.09225 on epoch:    16, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 700.3785400391s, input_fired_time: 14.5844287872, output_fired_time: 14.5829505920, propagate_forward_time: 264.1902770996, propagate_backward_time: 392.7575988770, weight_update_time: 0.5440334678, other_time: 14.2633056641
epoch time: 56.8094253540s, input_fired_time: 2.8810007572, output_fired_time: 0.0000000000, propagate_forward_time: 51.2716102600, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6568145752
validation[          , genome 18352] predictions:    9847/  10000 (98.47%), best:    9846/10000 (98.46%), error:       481.67041, best error:       480.09225 on epoch:    16, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 688.0191650391s, input_fired_time: 14.4382686615, output_fired_time: 14.3622007370, propagate_forward_time: 263.2693176270, propagate_backward_time: 381.9590148926, weight_update_time: 0.5360915065, other_time: 13.9903564453
epoch time: 57.0924606323s, input_fired_time: 1.8113349676, output_fired_time: 0.0000000000, propagate_forward_time: 52.6158676147, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6652565002
validation[          , genome 18352] predictions:    9854/  10000 (98.54%), best:    9854/10000 (98.54%), error:       474.56924, best error:       474.56924 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 695.9206542969s, input_fired_time: 14.5778532028, output_fired_time: 15.5893516541, propagate_forward_time: 262.8574829102, propagate_backward_time: 388.7542419434, weight_update_time: 0.5401363373, other_time: 14.1416931152
epoch time: 55.6472702026s, input_fired_time: 1.7826374769, output_fired_time: 0.0000000000, propagate_forward_time: 51.2090759277, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6555557251
validation[          , genome 18352] predictions:    9844/  10000 (98.44%), best:    9854/10000 (98.54%), error:       496.97778, best error:       474.56924 on epoch:    21, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 692.4121093750s, input_fired_time: 14.4583587646, output_fired_time: 13.5625190735, propagate_forward_time: 261.5614013672, propagate_backward_time: 388.7717895508, weight_update_time: 0.5325617194, other_time: 14.0580444336
epoch time: 56.7423477173s, input_fired_time: 1.8109453917, output_fired_time: 0.0000000000, propagate_forward_time: 52.2637367249, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6676673889
validation[          , genome 18352] predictions:    9850/  10000 (98.50%), best:    9854/10000 (98.54%), error:       487.99448, best error:       474.56924 on epoch:    21, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 692.6263427734s, input_fired_time: 15.4175796509, output_fired_time: 13.4151515961, propagate_forward_time: 253.9420776367, propagate_backward_time: 393.8451538086, weight_update_time: 0.5392877460, other_time: 16.0063476563
epoch time: 55.4364395142s, input_fired_time: 1.8103181124, output_fired_time: 0.0000000000, propagate_forward_time: 50.9016609192, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.7244606018
validation[          , genome 18352] predictions:    9847/  10000 (98.47%), best:    9854/10000 (98.54%), error:       509.58298, best error:       474.56924 on epoch:    21, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 706.8072509766s, input_fired_time: 14.8626184464, output_fired_time: 14.6015453339, propagate_forward_time: 268.8353271484, propagate_backward_time: 392.9614868164, weight_update_time: 0.5576626658, other_time: 15.5462646484
epoch time: 56.9644813538s, input_fired_time: 1.8096120358, output_fired_time: 0.0000000000, propagate_forward_time: 52.4993247986, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6555442810
validation[          , genome 18352] predictions:    9809/  10000 (98.09%), best:    9854/10000 (98.54%), error:       568.38000, best error:       474.56924 on epoch:    21, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 695.8256225586s, input_fired_time: 15.5387639999, output_fired_time: 13.4213266373, propagate_forward_time: 263.6801147461, propagate_backward_time: 387.9409179688, weight_update_time: 0.5449712276, other_time: 15.2445068359
epoch time: 56.7838172913s, input_fired_time: 1.7846620083, output_fired_time: 0.0000000000, propagate_forward_time: 52.4378204346, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5613365173
validation[          , genome 18352] predictions:    9856/  10000 (98.56%), best:    9856/10000 (98.56%), error:       472.85889, best error:       472.85889 on epoch:    26, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 696.4444580078s, input_fired_time: 15.4435634613, output_fired_time: 15.5601816177, propagate_forward_time: 260.3994750977, propagate_backward_time: 389.7377319336, weight_update_time: 0.5352797508, other_time: 15.3035278320
epoch time: 56.5933494568s, input_fired_time: 1.7971376181, output_fired_time: 0.0000000000, propagate_forward_time: 52.0790481567, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.7171630859
validation[          , genome 18352] predictions:    9829/  10000 (98.29%), best:    9856/10000 (98.56%), error:       537.56915, best error:       472.85889 on epoch:    26, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 690.9273681641s, input_fired_time: 15.4127254486, output_fired_time: 13.5297088623, propagate_forward_time: 259.6893310547, propagate_backward_time: 386.4613342285, weight_update_time: 0.5319049358, other_time: 15.8342590332
epoch time: 56.0341415405s, input_fired_time: 1.7834156752, output_fired_time: 0.0000000000, propagate_forward_time: 50.6487388611, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.6019859314
validation[          , genome 18352] predictions:    9849/  10000 (98.49%), best:    9849/10000 (98.49%), error:       471.21881, best error:       471.21881 on epoch:    28, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 703.5300292969s, input_fired_time: 14.7730684280, output_fired_time: 15.7184181213, propagate_forward_time: 260.6414794922, propagate_backward_time: 396.0838928223, weight_update_time: 0.5387973785, other_time: 16.3131408691
epoch time: 57.0068244934s, input_fired_time: 1.7880214453, output_fired_time: 0.0000000000, propagate_forward_time: 52.5933685303, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6254348755
validation[          , genome 18352] predictions:    9858/  10000 (98.58%), best:    9858/10000 (98.58%), error:       433.93182, best error:       433.93182 on epoch:    29, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 695.3890991211s, input_fired_time: 15.5630655289, output_fired_time: 14.4060173035, propagate_forward_time: 263.4692993164, propagate_backward_time: 386.9628295898, weight_update_time: 0.5368561149, other_time: 14.9879150391
epoch time: 57.5918426514s, input_fired_time: 1.8202540874, output_fired_time: 0.0000000000, propagate_forward_time: 53.1889915466, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5825958252
validation[          , genome 18352] predictions:    9820/  10000 (98.20%), best:    9858/10000 (98.58%), error:       547.91351, best error:       433.93182 on epoch:    29, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 698.3609008789s, input_fired_time: 14.6019830704, output_fired_time: 13.6073589325, propagate_forward_time: 264.7550964355, propagate_backward_time: 391.0394287109, weight_update_time: 0.5640279055, other_time: 14.3570251465
epoch time: 61.2068634033s, input_fired_time: 1.9184069633, output_fired_time: 0.0000000000, propagate_forward_time: 56.3978805542, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.8905754089
validation[          , genome 18352] predictions:    9837/  10000 (98.37%), best:    9858/10000 (98.58%), error:       531.15692, best error:       433.93182 on epoch:    29, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 696.8705444336s, input_fired_time: 14.6504325867, output_fired_time: 13.4974794388, propagate_forward_time: 261.9231262207, propagate_backward_time: 392.4624023438, weight_update_time: 0.5342717171, other_time: 14.3370666504
epoch time: 60.9014701843s, input_fired_time: 1.9252225161, output_fired_time: 0.0000000000, propagate_forward_time: 56.2004547119, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.7757911682
validation[          , genome 18352] predictions:    9845/  10000 (98.45%), best:    9858/10000 (98.58%), error:       472.83356, best error:       433.93182 on epoch:    29, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 697.8446655273s, input_fired_time: 15.5105504990, output_fired_time: 15.5785827637, propagate_forward_time: 262.5490722656, propagate_backward_time: 390.1134338379, weight_update_time: 0.5331603885, other_time: 14.0929870605
epoch time: 56.9843978882s, input_fired_time: 1.7919459343, output_fired_time: 0.0000000000, propagate_forward_time: 52.5488510132, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6436004639
validation[          , genome 18352] predictions:    9872/  10000 (98.72%), best:    9858/10000 (98.58%), error:       448.60880, best error:       433.93182 on epoch:    29, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 687.2703857422s, input_fired_time: 17.5306758881, output_fired_time: 13.3885297775, propagate_forward_time: 258.2656860352, propagate_backward_time: 384.0854492188, weight_update_time: 0.5349308252, other_time: 14.0000000000
epoch time: 54.8493461609s, input_fired_time: 1.7417942286, output_fired_time: 0.0000000000, propagate_forward_time: 50.5030555725, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6044960022
validation[          , genome 18352] predictions:    9844/  10000 (98.44%), best:    9858/10000 (98.58%), error:       473.64780, best error:       433.93182 on epoch:    29, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 707.2050781250s, input_fired_time: 14.7702598572, output_fired_time: 13.7285232544, propagate_forward_time: 268.5154418945, propagate_backward_time: 394.6287841797, weight_update_time: 0.5480684638, other_time: 15.5620727539
epoch time: 56.5310859680s, input_fired_time: 1.8046842813, output_fired_time: 0.0000000000, propagate_forward_time: 52.0312004089, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6952018738
validation[          , genome 18352] predictions:    9871/  10000 (98.71%), best:    9858/10000 (98.58%), error:       450.93420, best error:       433.93182 on epoch:    29, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 700.8947753906s, input_fired_time: 15.6510295868, output_fired_time: 14.6788415909, propagate_forward_time: 262.6119079590, propagate_backward_time: 391.5531005859, weight_update_time: 0.5368190408, other_time: 16.3999328613
epoch time: 56.3872642517s, input_fired_time: 1.7989622355, output_fired_time: 0.0000000000, propagate_forward_time: 51.8713378906, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.7169647217
validation[          , genome 18352] predictions:    9845/  10000 (98.45%), best:    9858/10000 (98.58%), error:       523.41785, best error:       433.93182 on epoch:    29, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 685.0311279297s, input_fired_time: 14.3916692734, output_fired_time: 13.3678550720, propagate_forward_time: 257.7949523926, propagate_backward_time: 385.4200439453, weight_update_time: 0.5343340039, other_time: 14.0566101074
epoch time: 57.2687950134s, input_fired_time: 1.8184078932, output_fired_time: 0.0000000000, propagate_forward_time: 51.8305435181, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.6198425293
validation[          , genome 18352] predictions:    9827/  10000 (98.27%), best:    9858/10000 (98.58%), error:       501.46930, best error:       433.93182 on epoch:    29, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 691.6967163086s, input_fired_time: 16.4599933624, output_fired_time: 13.4894266129, propagate_forward_time: 257.9279785156, propagate_backward_time: 389.6962585449, weight_update_time: 0.5439689755, other_time: 14.1230163574
epoch time: 57.1112670898s, input_fired_time: 1.8076035976, output_fired_time: 0.0000000000, propagate_forward_time: 52.6685638428, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6351013184
validation[          , genome 18352] predictions:    9866/  10000 (98.66%), best:    9858/10000 (98.58%), error:       445.90179, best error:       433.93182 on epoch:    29, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 694.2370605469s, input_fired_time: 14.7203531265, output_fired_time: 13.4612741470, propagate_forward_time: 261.4610595703, propagate_backward_time: 389.3321533203, weight_update_time: 1.6331375837, other_time: 15.2622070313
epoch time: 57.0571479797s, input_fired_time: 2.8080360889, output_fired_time: 0.0000000000, propagate_forward_time: 51.5809478760, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6681632996
validation[          , genome 18352] predictions:    9877/  10000 (98.77%), best:    9877/10000 (98.77%), error:       419.36380, best error:       419.36380 on epoch:    39, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 701.8963012695s, input_fired_time: 14.6821670532, output_fired_time: 13.5536174774, propagate_forward_time: 259.5542907715, propagate_backward_time: 398.8861083984, weight_update_time: 0.5408716202, other_time: 15.2201232910
epoch time: 56.8365669250s, input_fired_time: 1.8059524298, output_fired_time: 0.0000000000, propagate_forward_time: 52.3353881836, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6952247620
validation[          , genome 18352] predictions:    9856/  10000 (98.56%), best:    9877/10000 (98.77%), error:       464.90622, best error:       419.36380 on epoch:    39, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 705.7594604492s, input_fired_time: 15.6800098419, output_fired_time: 14.8090744019, propagate_forward_time: 265.4601135254, propagate_backward_time: 395.4631652832, weight_update_time: 0.5516853333, other_time: 14.3471069336
epoch time: 56.8515777588s, input_fired_time: 1.8002907038, output_fired_time: 0.0000000000, propagate_forward_time: 52.4213676453, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6299209595
validation[          , genome 18352] predictions:    9851/  10000 (98.51%), best:    9877/10000 (98.77%), error:       472.35269, best error:       419.36380 on epoch:    39, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 693.7857055664s, input_fired_time: 14.4729557037, output_fired_time: 13.4235849380, propagate_forward_time: 259.9879760742, propagate_backward_time: 391.7688293457, weight_update_time: 0.5372034311, other_time: 14.1323547363
epoch time: 56.0918006897s, input_fired_time: 1.8082910776, output_fired_time: 0.0000000000, propagate_forward_time: 51.6148109436, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6686973572
validation[          , genome 18352] predictions:    9870/  10000 (98.70%), best:    9877/10000 (98.77%), error:       465.03293, best error:       419.36380 on epoch:    39, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 712.0208129883s, input_fired_time: 14.8223085403, output_fired_time: 13.9061670303, propagate_forward_time: 267.1268615723, propagate_backward_time: 400.5567321777, weight_update_time: 0.5594763756, other_time: 15.6087036133
epoch time: 62.3863792419s, input_fired_time: 2.0286934376, output_fired_time: 0.0000000000, propagate_forward_time: 57.4653282166, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.8923568726
validation[          , genome 18352] predictions:    9809/  10000 (98.09%), best:    9877/10000 (98.77%), error:       571.67218, best error:       419.36380 on epoch:    39, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 689.7401733398s, input_fired_time: 15.5122680664, output_fired_time: 14.3848810196, propagate_forward_time: 262.5277709961, propagate_backward_time: 383.2472534180, weight_update_time: 0.5350853801, other_time: 14.0679931641
epoch time: 55.3282699585s, input_fired_time: 2.7752361298, output_fired_time: 0.0000000000, propagate_forward_time: 49.8492622375, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.7037696838
validation[          , genome 18352] predictions:    9875/  10000 (98.75%), best:    9875/10000 (98.75%), error:       406.73865, best error:       406.73865 on epoch:    44, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 689.2369995117s, input_fired_time: 14.4004116058, output_fired_time: 14.3541526794, propagate_forward_time: 251.1541900635, propagate_backward_time: 393.3017883301, weight_update_time: 0.5322532654, other_time: 16.0265197754
epoch time: 56.7917785645s, input_fired_time: 1.8095600605, output_fired_time: 0.0000000000, propagate_forward_time: 52.3554611206, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6267585754
validation[          , genome 18352] predictions:    9862/  10000 (98.62%), best:    9875/10000 (98.75%), error:       495.22324, best error:       406.73865 on epoch:    44, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 693.3976440430s, input_fired_time: 14.5160827637, output_fired_time: 14.4664058685, propagate_forward_time: 264.1675720215, propagate_backward_time: 386.1098632813, weight_update_time: 0.5376519561, other_time: 14.1377258301
epoch time: 56.0227012634s, input_fired_time: 1.7789696455, output_fired_time: 0.0000000000, propagate_forward_time: 51.6110649109, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6326675415
validation[          , genome 18352] predictions:    9853/  10000 (98.53%), best:    9875/10000 (98.75%), error:       468.89053, best error:       406.73865 on epoch:    44, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 688.6107788086s, input_fired_time: 16.4038238525, output_fired_time: 13.4008893967, propagate_forward_time: 262.1376342773, propagate_backward_time: 381.8498535156, weight_update_time: 0.5307609439, other_time: 14.8186035156
epoch time: 55.5776939392s, input_fired_time: 1.7912011147, output_fired_time: 0.0000000000, propagate_forward_time: 51.1865882874, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5999031067
validation[          , genome 18352] predictions:    9882/  10000 (98.82%), best:    9875/10000 (98.75%), error:       407.05258, best error:       406.73865 on epoch:    44, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 689.1474609375s, input_fired_time: 15.4630889893, output_fired_time: 13.3944225311, propagate_forward_time: 264.9514465332, propagate_backward_time: 381.4363403320, weight_update_time: 0.5296345353, other_time: 13.9021911621
epoch time: 56.8918800354s, input_fired_time: 1.7931427956, output_fired_time: 0.0000000000, propagate_forward_time: 52.4861412048, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6125946045
validation[          , genome 18352] predictions:    9848/  10000 (98.48%), best:    9875/10000 (98.75%), error:       505.48062, best error:       406.73865 on epoch:    44, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 690.0364990234s, input_fired_time: 14.4495849609, output_fired_time: 15.5758638382, propagate_forward_time: 262.5549926758, propagate_backward_time: 383.2801818848, weight_update_time: 0.5438988805, other_time: 14.1758728027
epoch time: 57.1242446899s, input_fired_time: 1.8297418356, output_fired_time: 0.0000000000, propagate_forward_time: 52.6494407654, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6450614929
validation[          , genome 18352] predictions:    9868/  10000 (98.68%), best:    9875/10000 (98.75%), error:       423.77890, best error:       406.73865 on epoch:    44, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 701.7171020508s, input_fired_time: 15.7653989792, output_fired_time: 14.7359867096, propagate_forward_time: 265.9525146484, propagate_backward_time: 391.0358886719, weight_update_time: 0.5415328145, other_time: 14.2273559570
epoch time: 56.6546134949s, input_fired_time: 1.7959756851, output_fired_time: 0.0000000000, propagate_forward_time: 52.2310867310, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6275520325
validation[          , genome 18352] predictions:    9869/  10000 (98.69%), best:    9875/10000 (98.75%), error:       446.81699, best error:       406.73865 on epoch:    44, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 694.1043701172s, input_fired_time: 15.4481344223, output_fired_time: 17.4633312225, propagate_forward_time: 262.2011108398, propagate_backward_time: 384.1514587402, weight_update_time: 0.5295327902, other_time: 14.8403625488
epoch time: 63.0037345886s, input_fired_time: 2.0376148224, output_fired_time: 0.0000000000, propagate_forward_time: 56.9887008667, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.9774169922
validation[          , genome 18352] predictions:    9820/  10000 (98.20%), best:    9875/10000 (98.75%), error:       598.36945, best error:       406.73865 on epoch:    44, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 702.5971069336s, input_fired_time: 15.6731834412, output_fired_time: 14.7120351791, propagate_forward_time: 260.9729003906, propagate_backward_time: 396.9049682617, weight_update_time: 0.5567909479, other_time: 14.3340454102
epoch time: 56.6233978271s, input_fired_time: 1.8009607792, output_fired_time: 0.0000000000, propagate_forward_time: 52.2042579651, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6181793213
validation[          , genome 18352] predictions:    9824/  10000 (98.24%), best:    9875/10000 (98.75%), error:       564.82526, best error:       406.73865 on epoch:    44, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 701.5363769531s, input_fired_time: 14.7797260284, output_fired_time: 13.6877355576, propagate_forward_time: 267.3052673340, propagate_backward_time: 389.4581298828, weight_update_time: 0.5391376019, other_time: 16.3055114746
epoch time: 56.8700294495s, input_fired_time: 1.8261094093, output_fired_time: 0.0000000000, propagate_forward_time: 52.3594169617, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6845016479
validation[          , genome 18352] predictions:    9878/  10000 (98.78%), best:    9875/10000 (98.75%), error:       412.51147, best error:       406.73865 on epoch:    44, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 706.9691772461s, input_fired_time: 14.9030513763, output_fired_time: 13.7629451752, propagate_forward_time: 271.9392700195, propagate_backward_time: 389.9082946777, weight_update_time: 0.5409032702, other_time: 16.4555969238
epoch time: 57.0092887878s, input_fired_time: 1.8114362955, output_fired_time: 0.0000000000, propagate_forward_time: 52.5888442993, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6090087891
validation[          , genome 18352] predictions:    9881/  10000 (98.81%), best:    9881/10000 (98.81%), error:       397.91586, best error:       397.91586 on epoch:    54, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 692.2201538086s, input_fired_time: 14.4896383286, output_fired_time: 13.4986467361, propagate_forward_time: 260.1610717773, propagate_backward_time: 390.0501708984, weight_update_time: 0.5389217734, other_time: 14.0206298828
epoch time: 55.9622879028s, input_fired_time: 1.8062012196, output_fired_time: 0.0000000000, propagate_forward_time: 51.5036849976, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6524009705
validation[          , genome 18352] predictions:    9881/  10000 (98.81%), best:    9881/10000 (98.81%), error:       401.88586, best error:       397.91586 on epoch:    54, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 689.1044921875s, input_fired_time: 14.5092039108, output_fired_time: 15.3079538345, propagate_forward_time: 258.7381591797, propagate_backward_time: 385.4731750488, weight_update_time: 0.5343427658, other_time: 15.0759582520
epoch time: 57.0021247864s, input_fired_time: 1.8101361990, output_fired_time: 0.0000000000, propagate_forward_time: 52.5657119751, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6262779236
validation[          , genome 18352] predictions:    9876/  10000 (98.76%), best:    9881/10000 (98.81%), error:       436.49884, best error:       397.91586 on epoch:    54, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 690.0888671875s, input_fired_time: 15.4350271225, output_fired_time: 15.4953556061, propagate_forward_time: 250.7669677734, propagate_backward_time: 394.3713073730, weight_update_time: 0.5420601964, other_time: 14.0202331543
epoch time: 56.6442070007s, input_fired_time: 1.7996854782, output_fired_time: 0.0000000000, propagate_forward_time: 52.1926689148, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6518516541
validation[          , genome 18352] predictions:    9889/  10000 (98.89%), best:    9889/10000 (98.89%), error:       390.38837, best error:       390.38837 on epoch:    57, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 696.2489013672s, input_fired_time: 14.5816564560, output_fired_time: 14.5399150848, propagate_forward_time: 258.0032653809, propagate_backward_time: 393.9884033203, weight_update_time: 0.5362779498, other_time: 15.1356506348
epoch time: 57.3509750366s, input_fired_time: 1.8158228397, output_fired_time: 0.0000000000, propagate_forward_time: 52.9367141724, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5984382629
validation[          , genome 18352] predictions:    9893/  10000 (98.93%), best:    9893/10000 (98.93%), error:       372.38251, best error:       372.38251 on epoch:    58, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 686.8575439453s, input_fired_time: 17.4643783569, output_fired_time: 14.3721027374, propagate_forward_time: 258.1291503906, propagate_backward_time: 382.9319763184, weight_update_time: 0.5317841172, other_time: 13.9599304199
epoch time: 56.3673858643s, input_fired_time: 1.8015249968, output_fired_time: 0.0000000000, propagate_forward_time: 51.8984870911, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6673736572
validation[          , genome 18352] predictions:    9885/  10000 (98.85%), best:    9893/10000 (98.93%), error:       384.86609, best error:       372.38251 on epoch:    58, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 690.8563232422s, input_fired_time: 14.5159997940, output_fired_time: 13.4523811340, propagate_forward_time: 258.0555725098, propagate_backward_time: 390.8594360352, weight_update_time: 0.5354217887, other_time: 13.9729309082
epoch time: 57.1148300171s, input_fired_time: 2.8900513649, output_fired_time: 0.0000000000, propagate_forward_time: 51.5871772766, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6375999451
validation[          , genome 18352] predictions:    9882/  10000 (98.82%), best:    9893/10000 (98.93%), error:       385.93362, best error:       372.38251 on epoch:    58, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 696.2741699219s, input_fired_time: 14.5506734848, output_fired_time: 14.6227569580, propagate_forward_time: 261.9516906738, propagate_backward_time: 390.1889343262, weight_update_time: 0.5373082757, other_time: 14.9601440430
epoch time: 56.9995422363s, input_fired_time: 1.8206521273, output_fired_time: 0.0000000000, propagate_forward_time: 52.4547920227, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.7240982056
validation[          , genome 18352] predictions:    9808/  10000 (98.08%), best:    9893/10000 (98.93%), error:       606.14551, best error:       372.38251 on epoch:    58, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 699.5492553711s, input_fired_time: 16.6471481323, output_fired_time: 14.4999303818, propagate_forward_time: 263.7792663574, propagate_backward_time: 390.4880981445, weight_update_time: 0.5398514867, other_time: 14.1347961426
epoch time: 57.0956115723s, input_fired_time: 1.8123743534, output_fired_time: 0.0000000000, propagate_forward_time: 52.6532669067, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6299705505
validation[          , genome 18352] predictions:    9881/  10000 (98.81%), best:    9893/10000 (98.93%), error:       392.23282, best error:       372.38251 on epoch:    58, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 703.1376953125s, input_fired_time: 14.7582883835, output_fired_time: 13.6873311996, propagate_forward_time: 263.7779846191, propagate_backward_time: 396.6527404785, weight_update_time: 0.5434945226, other_time: 14.2613525391
epoch time: 57.0677719116s, input_fired_time: 1.8537440300, output_fired_time: 0.0000000000, propagate_forward_time: 52.5396232605, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6744041443
validation[          , genome 18352] predictions:    9886/  10000 (98.86%), best:    9893/10000 (98.93%), error:       377.16660, best error:       372.38251 on epoch:    58, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 695.8851318359s, input_fired_time: 15.5410251617, output_fired_time: 14.5652027130, propagate_forward_time: 257.1846008301, propagate_backward_time: 393.6118774414, weight_update_time: 0.5310566425, other_time: 14.9824523926
epoch time: 55.5138092041s, input_fired_time: 1.8032989502, output_fired_time: 0.0000000000, propagate_forward_time: 51.0547294617, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6557807922
validation[          , genome 18352] predictions:    9877/  10000 (98.77%), best:    9893/10000 (98.93%), error:       395.85004, best error:       372.38251 on epoch:    58, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 670.8695068359s, input_fired_time: 14.1456928253, output_fired_time: 13.1674823761, propagate_forward_time: 256.4732360840, propagate_backward_time: 372.6508178711, weight_update_time: 0.5213552713, other_time: 14.4322814941
epoch time: 55.2606773376s, input_fired_time: 1.7537606955, output_fired_time: 0.0000000000, propagate_forward_time: 50.9573478699, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5495681763
validation[          , genome 18352] predictions:    9846/  10000 (98.46%), best:    9893/10000 (98.93%), error:       500.26758, best error:       372.38251 on epoch:    58, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 679.7003784180s, input_fired_time: 16.2841224670, output_fired_time: 14.1803178787, propagate_forward_time: 253.9588623047, propagate_backward_time: 380.4865722656, weight_update_time: 0.5262578726, other_time: 14.7905273438
epoch time: 58.1526679993s, input_fired_time: 1.8587499857, output_fired_time: 0.0000000000, propagate_forward_time: 53.5720291138, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.7218894958
validation[          , genome 18352] predictions:    9872/  10000 (98.72%), best:    9893/10000 (98.93%), error:       398.87662, best error:       372.38251 on epoch:    58, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 670.3044433594s, input_fired_time: 14.1619796753, output_fired_time: 13.0163230896, propagate_forward_time: 254.6133880615, propagate_backward_time: 373.8584899902, weight_update_time: 0.5259317160, other_time: 14.6542663574
epoch time: 55.6475982666s, input_fired_time: 1.7709522247, output_fired_time: 0.0000000000, propagate_forward_time: 51.3131599426, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5634880066
validation[          , genome 18352] predictions:    9878/  10000 (98.78%), best:    9893/10000 (98.93%), error:       440.74390, best error:       372.38251 on epoch:    58, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 682.1870117188s, input_fired_time: 14.4342432022, output_fired_time: 14.2533617020, propagate_forward_time: 258.2889709473, propagate_backward_time: 381.4634399414, weight_update_time: 0.5243673921, other_time: 13.7469787598
epoch time: 55.7655677795s, input_fired_time: 1.7805236578, output_fired_time: 0.0000000000, propagate_forward_time: 51.4408264160, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5442161560
validation[          , genome 18352] predictions:    9885/  10000 (98.85%), best:    9893/10000 (98.93%), error:       378.40823, best error:       372.38251 on epoch:    58, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 681.1943969727s, input_fired_time: 15.4669408798, output_fired_time: 14.2071056366, propagate_forward_time: 259.6885375977, propagate_backward_time: 377.0383911133, weight_update_time: 0.5382073522, other_time: 14.7934570313
epoch time: 56.1954650879s, input_fired_time: 1.7820750475, output_fired_time: 0.0000000000, propagate_forward_time: 50.8899002075, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.5234909058
validation[          , genome 18352] predictions:    9875/  10000 (98.75%), best:    9893/10000 (98.93%), error:       390.67230, best error:       372.38251 on epoch:    58, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 680.9057617188s, input_fired_time: 14.3806076050, output_fired_time: 13.3402414322, propagate_forward_time: 258.1394958496, propagate_backward_time: 381.3876037598, weight_update_time: 0.5298028588, other_time: 13.6577758789
epoch time: 54.1944541931s, input_fired_time: 1.7589117289, output_fired_time: 0.0000000000, propagate_forward_time: 49.8497352600, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5858078003
validation[          , genome 18352] predictions:    9896/  10000 (98.96%), best:    9896/10000 (98.96%), error:       363.39081, best error:       363.39081 on epoch:    70, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 680.2322387695s, input_fired_time: 15.3417797089, output_fired_time: 13.2026329041, propagate_forward_time: 257.2512817383, propagate_backward_time: 380.7173156738, weight_update_time: 0.5262283087, other_time: 13.7192077637
epoch time: 55.7575607300s, input_fired_time: 1.7813409567, output_fired_time: 0.0000000000, propagate_forward_time: 51.4103431702, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5658760071
validation[          , genome 18352] predictions:    9872/  10000 (98.72%), best:    9896/10000 (98.96%), error:       445.68024, best error:       363.39081 on epoch:    70, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 678.5489501953s, input_fired_time: 14.2779426575, output_fired_time: 15.1682376862, propagate_forward_time: 256.4913330078, propagate_backward_time: 378.9043884277, weight_update_time: 0.5267122984, other_time: 13.7070617676
epoch time: 55.3767433167s, input_fired_time: 1.7731835842, output_fired_time: 0.0000000000, propagate_forward_time: 50.9972953796, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6062660217
validation[          , genome 18352] predictions:    9890/  10000 (98.90%), best:    9896/10000 (98.96%), error:       383.73718, best error:       363.39081 on epoch:    70, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 677.6219482422s, input_fired_time: 14.3230266571, output_fired_time: 13.1094388962, propagate_forward_time: 259.2624816895, propagate_backward_time: 376.1969299316, weight_update_time: 0.5445285439, other_time: 14.7301025391
epoch time: 55.1287841797s, input_fired_time: 1.7620081902, output_fired_time: 0.0000000000, propagate_forward_time: 50.7833251953, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5834503174
validation[          , genome 18352] predictions:    9885/  10000 (98.85%), best:    9896/10000 (98.96%), error:       374.19122, best error:       363.39081 on epoch:    70, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 676.8474121094s, input_fired_time: 15.2392072678, output_fired_time: 13.1219396591, propagate_forward_time: 252.6002960205, propagate_backward_time: 382.1458129883, weight_update_time: 0.5321277380, other_time: 13.7401733398
epoch time: 55.2743644714s, input_fired_time: 1.7688014507, output_fired_time: 0.0000000000, propagate_forward_time: 50.9034576416, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6021041870
validation[          , genome 18352] predictions:    9884/  10000 (98.84%), best:    9896/10000 (98.96%), error:       394.15805, best error:       363.39081 on epoch:    70, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 693.4963378906s, input_fired_time: 14.6311903000, output_fired_time: 13.4825820923, propagate_forward_time: 263.7019042969, propagate_backward_time: 385.9063720703, weight_update_time: 0.5274765491, other_time: 15.7742919922
epoch time: 54.6766815186s, input_fired_time: 1.7623200417, output_fired_time: 0.0000000000, propagate_forward_time: 50.3899955750, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5243644714
validation[          , genome 18352] predictions:    9898/  10000 (98.98%), best:    9896/10000 (98.96%), error:       374.14279, best error:       363.39081 on epoch:    70, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 674.8233642578s, input_fired_time: 15.2618217468, output_fired_time: 14.1662387848, propagate_forward_time: 253.5318298340, propagate_backward_time: 377.0640258789, weight_update_time: 0.5294824243, other_time: 14.7994079590
epoch time: 59.2059020996s, input_fired_time: 1.9300458431, output_fired_time: 0.0000000000, propagate_forward_time: 54.4808197021, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.7950363159
validation[          , genome 18352] predictions:    9894/  10000 (98.94%), best:    9896/10000 (98.96%), error:       378.76285, best error:       363.39081 on epoch:    70, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 686.2321777344s, input_fired_time: 14.5121450424, output_fired_time: 14.3004913330, propagate_forward_time: 260.7833251953, propagate_backward_time: 381.8429565430, weight_update_time: 0.5314030647, other_time: 14.7932739258
epoch time: 54.0199623108s, input_fired_time: 1.7499852180, output_fired_time: 0.0000000000, propagate_forward_time: 49.7150497437, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5549278259
validation[          , genome 18352] predictions:    9887/  10000 (98.87%), best:    9896/10000 (98.96%), error:       393.45087, best error:       363.39081 on epoch:    70, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 689.1798706055s, input_fired_time: 14.5079765320, output_fired_time: 15.4617786407, propagate_forward_time: 257.5160522461, propagate_backward_time: 385.9232788086, weight_update_time: 0.5335924625, other_time: 15.7707519531
epoch time: 60.9131431580s, input_fired_time: 1.9497913122, output_fired_time: 0.0000000000, propagate_forward_time: 56.1219635010, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.8413887024
validation[          , genome 18352] predictions:    9868/  10000 (98.68%), best:    9896/10000 (98.96%), error:       412.22821, best error:       363.39081 on epoch:    70, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 682.8175048828s, input_fired_time: 15.4003133774, output_fired_time: 15.3171386719, propagate_forward_time: 257.5443115234, propagate_backward_time: 379.9019775391, weight_update_time: 0.5315096974, other_time: 14.6537475586
epoch time: 60.1277389526s, input_fired_time: 2.8882946968, output_fired_time: 0.0000000000, propagate_forward_time: 53.4704704285, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.7689743042
validation[          , genome 18352] predictions:    9890/  10000 (98.90%), best:    9896/10000 (98.96%), error:       384.39590, best error:       363.39081 on epoch:    70, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 677.0938110352s, input_fired_time: 15.2532730103, output_fired_time: 13.1506547928, propagate_forward_time: 255.1284332275, propagate_backward_time: 379.8568115234, weight_update_time: 0.5269523263, other_time: 13.7046508789
epoch time: 54.8962173462s, input_fired_time: 1.7562999725, output_fired_time: 0.0000000000, propagate_forward_time: 50.5439529419, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5959625244
validation[          , genome 18352] predictions:    9891/  10000 (98.91%), best:    9896/10000 (98.96%), error:       392.86472, best error:       363.39081 on epoch:    70, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 669.7974853516s, input_fired_time: 15.1497421265, output_fired_time: 13.0523242950, propagate_forward_time: 253.4984893799, propagate_backward_time: 374.5905151367, weight_update_time: 0.5254594088, other_time: 13.5064697266
epoch time: 55.0936622620s, input_fired_time: 2.8394818306, output_fired_time: 0.0000000000, propagate_forward_time: 49.6774520874, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5767288208
validation[          , genome 18352] predictions:    9892/  10000 (98.92%), best:    9896/10000 (98.96%), error:       376.00928, best error:       363.39081 on epoch:    70, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 670.0752563477s, input_fired_time: 16.2662773132, output_fired_time: 12.9998483658, propagate_forward_time: 248.8737182617, propagate_backward_time: 377.3754882813, weight_update_time: 0.5216427445, other_time: 14.5598754883
epoch time: 55.2876434326s, input_fired_time: 1.7710821629, output_fired_time: 0.0000000000, propagate_forward_time: 50.9697227478, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5468368530
validation[          , genome 18352] predictions:    9895/  10000 (98.95%), best:    9896/10000 (98.96%), error:       371.92239, best error:       363.39081 on epoch:    70, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 686.7915039063s, input_fired_time: 14.5332517624, output_fired_time: 14.3649349213, propagate_forward_time: 259.4081420898, propagate_backward_time: 383.6650695801, weight_update_time: 0.5342054963, other_time: 14.8200988770
epoch time: 55.1978302002s, input_fired_time: 1.7654100657, output_fired_time: 0.0000000000, propagate_forward_time: 49.9429702759, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.4894485474
validation[          , genome 18352] predictions:    9890/  10000 (98.90%), best:    9896/10000 (98.96%), error:       383.43341, best error:       363.39081 on epoch:    70, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 678.4506225586s, input_fired_time: 14.3599977493, output_fired_time: 14.1585912704, propagate_forward_time: 254.9403533936, propagate_backward_time: 381.4374694824, weight_update_time: 0.5220696926, other_time: 13.5542297363
epoch time: 55.6925163269s, input_fired_time: 1.7765945196, output_fired_time: 0.0000000000, propagate_forward_time: 51.3562889099, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5596313477
validation[          , genome 18352] predictions:    9892/  10000 (98.92%), best:    9896/10000 (98.96%), error:       366.70367, best error:       363.39081 on epoch:    70, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 677.1060791016s, input_fired_time: 14.2801551819, output_fired_time: 13.2678165436, propagate_forward_time: 255.9243621826, propagate_backward_time: 379.9555053711, weight_update_time: 0.5246201158, other_time: 13.6782226563
epoch time: 53.7319526672s, input_fired_time: 1.7501002550, output_fired_time: 0.0000000000, propagate_forward_time: 49.4311523438, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5507011414
validation[          , genome 18352] predictions:    9891/  10000 (98.91%), best:    9896/10000 (98.96%), error:       387.32239, best error:       363.39081 on epoch:    70, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 683.3330688477s, input_fired_time: 14.3859653473, output_fired_time: 14.1781005859, propagate_forward_time: 251.8627777100, propagate_backward_time: 389.0875854492, weight_update_time: 0.5314947367, other_time: 13.8186035156
epoch time: 54.2730789185s, input_fired_time: 1.7628432512, output_fired_time: 0.0000000000, propagate_forward_time: 49.9475517273, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5626831055
validation[          , genome 18352] predictions:    9885/  10000 (98.85%), best:    9896/10000 (98.96%), error:       382.44019, best error:       363.39081 on epoch:    70, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 669.3278198242s, input_fired_time: 15.1885786057, output_fired_time: 13.0536985397, propagate_forward_time: 255.5646362305, propagate_backward_time: 371.0322570801, weight_update_time: 0.5213767886, other_time: 14.4886169434
epoch time: 55.2253074646s, input_fired_time: 1.7753688097, output_fired_time: 0.0000000000, propagate_forward_time: 50.8463554382, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6035842896
validation[          , genome 18352] predictions:    9888/  10000 (98.88%), best:    9896/10000 (98.96%), error:       372.88107, best error:       363.39081 on epoch:    70, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 673.3305664063s, input_fired_time: 17.1675605774, output_fired_time: 13.0915727615, propagate_forward_time: 255.2451477051, propagate_backward_time: 373.3550720215, weight_update_time: 0.5222179890, other_time: 14.4712524414
epoch time: 55.0772705078s, input_fired_time: 2.8426446915, output_fired_time: 0.0000000000, propagate_forward_time: 49.6824913025, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5521354675
validation[          , genome 18352] predictions:    9883/  10000 (98.83%), best:    9896/10000 (98.96%), error:       374.03497, best error:       363.39081 on epoch:    70, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 675.1644897461s, input_fired_time: 14.2150783539, output_fired_time: 13.0534515381, propagate_forward_time: 248.9032745361, propagate_backward_time: 384.3770141602, weight_update_time: 1.5943745375, other_time: 14.6156616211
epoch time: 53.2800598145s, input_fired_time: 1.7507153749, output_fired_time: 0.0000000000, propagate_forward_time: 49.0160827637, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5132598877
validation[          , genome 18352] predictions:    9885/  10000 (98.85%), best:    9896/10000 (98.96%), error:       368.77750, best error:       363.39081 on epoch:    70, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 672.2805786133s, input_fired_time: 16.2028141022, output_fired_time: 13.0385866165, propagate_forward_time: 247.1074371338, propagate_backward_time: 381.4060668945, weight_update_time: 0.5210826397, other_time: 14.5256958008
epoch time: 55.7993888855s, input_fired_time: 1.7774595022, output_fired_time: 0.0000000000, propagate_forward_time: 50.3416099548, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.6803207397
validation[          , genome 18352] predictions:    9884/  10000 (98.84%), best:    9896/10000 (98.96%), error:       380.63260, best error:       363.39081 on epoch:    70, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 680.8085327148s, input_fired_time: 17.5439662933, output_fired_time: 13.2920207977, propagate_forward_time: 259.7929077148, propagate_backward_time: 375.5013427734, weight_update_time: 0.5340532660, other_time: 14.6783447266
epoch time: 55.2805366516s, input_fired_time: 2.7403733730, output_fired_time: 0.0000000000, propagate_forward_time: 50.0001945496, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5399703979
validation[          , genome 18352] predictions:    9891/  10000 (98.91%), best:    9896/10000 (98.96%), error:       377.92404, best error:       363.39081 on epoch:    70, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 690.0545043945s, input_fired_time: 14.5451698303, output_fired_time: 13.2996749878, propagate_forward_time: 256.0704650879, propagate_backward_time: 392.3286743164, weight_update_time: 0.5429827571, other_time: 13.8105163574
epoch time: 55.3384132385s, input_fired_time: 1.7682780027, output_fired_time: 0.0000000000, propagate_forward_time: 51.0155143738, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5546226501
validation[          , genome 18352] predictions:    9889/  10000 (98.89%), best:    9896/10000 (98.96%), error:       383.73984, best error:       363.39081 on epoch:    70, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 673.5472412109s, input_fired_time: 14.2723569870, output_fired_time: 14.0727634430, propagate_forward_time: 249.8034210205, propagate_backward_time: 381.7683715820, weight_update_time: 0.5248879194, other_time: 13.6303710938
epoch time: 53.8515968323s, input_fired_time: 1.7597656250, output_fired_time: 0.0000000000, propagate_forward_time: 49.5321121216, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5597190857
validation[          , genome 18352] predictions:    9888/  10000 (98.88%), best:    9896/10000 (98.96%), error:       390.48962, best error:       363.39081 on epoch:    70, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 674.3309326172s, input_fired_time: 15.3263721466, output_fired_time: 14.0497760773, propagate_forward_time: 258.2052001953, propagate_backward_time: 373.1929626465, weight_update_time: 0.5261527896, other_time: 13.5566101074
epoch time: 57.4597778320s, input_fired_time: 1.8801327944, output_fired_time: 0.0000000000, propagate_forward_time: 52.9898719788, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5897712708
validation[          , genome 18352] predictions:    9884/  10000 (98.84%), best:    9896/10000 (98.96%), error:       394.52615, best error:       363.39081 on epoch:    70, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 678.1096801758s, input_fired_time: 14.3075990677, output_fired_time: 16.3158702850, propagate_forward_time: 252.9008636475, propagate_backward_time: 380.7720336914, weight_update_time: 0.5475243330, other_time: 13.8132934570
epoch time: 53.8582000732s, input_fired_time: 1.7528538704, output_fired_time: 0.0000000000, propagate_forward_time: 49.5483207703, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5570259094
validation[          , genome 18352] predictions:    9894/  10000 (98.94%), best:    9896/10000 (98.96%), error:       368.16934, best error:       363.39081 on epoch:    70, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 672.3544311523s, input_fired_time: 15.2627019882, output_fired_time: 14.0513401031, propagate_forward_time: 249.3836212158, propagate_backward_time: 380.0295410156, weight_update_time: 0.5266414285, other_time: 13.6272583008
epoch time: 56.4696006775s, input_fired_time: 1.7903560400, output_fired_time: 0.0000000000, propagate_forward_time: 52.1741752625, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5050697327
validation[          , genome 18352] predictions:    9887/  10000 (98.87%), best:    9896/10000 (98.96%), error:       371.37463, best error:       363.39081 on epoch:    70, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 685.9892578125s, input_fired_time: 15.4480409622, output_fired_time: 14.4540328979, propagate_forward_time: 258.8724365234, propagate_backward_time: 383.4680175781, weight_update_time: 0.5265735388, other_time: 13.7467041016
epoch time: 55.1770782471s, input_fired_time: 1.7628419399, output_fired_time: 0.0000000000, propagate_forward_time: 50.8414688110, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5727691650
validation[          , genome 18352] predictions:    9889/  10000 (98.89%), best:    9896/10000 (98.96%), error:       381.50967, best error:       363.39081 on epoch:    70, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 682.4050903320s, input_fired_time: 14.4234828949, output_fired_time: 14.3063917160, propagate_forward_time: 258.4220581055, propagate_backward_time: 381.3296813965, weight_update_time: 0.5308488607, other_time: 13.9234924316
epoch time: 55.1919326782s, input_fired_time: 1.7631592751, output_fired_time: 0.0000000000, propagate_forward_time: 50.8527297974, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5760421753
validation[          , genome 18352] predictions:    9892/  10000 (98.92%), best:    9896/10000 (98.96%), error:       388.17322, best error:       363.39081 on epoch:    70, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 678.4045410156s, input_fired_time: 14.2322921753, output_fired_time: 14.1342983246, propagate_forward_time: 250.9581146240, propagate_backward_time: 385.3963012695, weight_update_time: 0.5325687528, other_time: 13.6835327148
epoch time: 54.9440803528s, input_fired_time: 1.7562161684, output_fired_time: 0.0000000000, propagate_forward_time: 50.5812377930, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6066246033
validation[          , genome 18352] predictions:    9890/  10000 (98.90%), best:    9896/10000 (98.96%), error:       374.24048, best error:       363.39081 on epoch:    70, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 670.8645629883s, input_fired_time: 14.2210588455, output_fired_time: 13.0372629166, propagate_forward_time: 250.9348297119, propagate_backward_time: 378.1231689453, weight_update_time: 0.5249558687, other_time: 14.5482177734
epoch time: 56.0358238220s, input_fired_time: 1.7812129259, output_fired_time: 0.0000000000, propagate_forward_time: 51.6931076050, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5615043640
validation[          , genome 18352] predictions:    9887/  10000 (98.87%), best:    9896/10000 (98.96%), error:       375.12210, best error:       363.39081 on epoch:    70, 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: 279.3024291992s, input_fired_time: 9.9250345230, output_fired_time: 0.0000000000, propagate_forward_time: 254.3658599854, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 15.0115203857
best training[          , genome 18352] predictions:   49992/  50000 (99.98%), best:    9896/10000 (98.96%), error:       220.93755, best error:       363.39081 on epoch:    70, 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: 55.2274131775s, input_fired_time: 1.7596578598, output_fired_time: 0.0000000000, propagate_forward_time: 50.9256744385, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5420799255
   testing[          , genome 18352] predictions:    9876/  10000 (98.76%), best:    9896/10000 (98.96%), error:       371.58243, best error:       363.39081 on epoch:    70, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
14:46:05 (9380): called boinc_finish(0)

</stderr_txt>
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