Nameexact_genome_1512568488_45_7119_1
Workunit2606806
Created7 Dec 2017, 23:55:19 UTC
Sent7 Dec 2017, 23:59:22 UTC
Report deadline15 Dec 2017, 23:46:08 UTC
Received8 Dec 2017, 9:51:21 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID67174
Run time2 hours 13 min 23 sec
CPU time2 hours 13 min 23 sec
Validate stateValid
Credit1,997.70
Device peak FLOPS3.98 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size151.40 MB
Peak swap size153.25 MB
Peak disk usage1.29 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
3, epoch:   13/100, mu: 0.7384625077, learning_rate: 0.0064167744, weight_decay: 0.0002566710

epoch time: 73.3057098389s, input_fired_time: 0.8403497338, output_fired_time: 0.5115237832, propagate_forward_time: 28.1370792389, propagate_backward_time: 41.9319992065, weight_update_time: 0.0891181305, other_time: 1.8847656250
epoch time: 5.9574842453s, input_fired_time: 0.0848218054, output_fired_time: 0.0000000000, propagate_forward_time: 5.5629715919, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3096909523
validation[          , genome  7119] predictions:    9707/  10000 (97.07%), best:    9731/10000 (97.31%), error:      1006.22528, best error:       906.75934 on epoch:    13, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 73.0520935059s, input_fired_time: 0.8287870288, output_fired_time: 0.5075966120, propagate_forward_time: 28.0895652771, propagate_backward_time: 41.8188400269, weight_update_time: 0.0852610841, other_time: 1.8073005676
epoch time: 6.1094083786s, input_fired_time: 0.0838164240, output_fired_time: 0.0000000000, propagate_forward_time: 5.7253456116, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3002462387
validation[          , genome  7119] predictions:    9710/  10000 (97.10%), best:    9731/10000 (97.31%), error:      1011.96600, best error:       906.75934 on epoch:    13, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 72.8419494629s, input_fired_time: 0.8122596741, output_fired_time: 0.5034922957, propagate_forward_time: 28.0796184540, propagate_backward_time: 41.7588348389, weight_update_time: 0.0805668086, other_time: 1.6877441406
epoch time: 5.9623208046s, input_fired_time: 0.0822643712, output_fired_time: 0.0000000000, propagate_forward_time: 5.5867991447, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2932572365
validation[          , genome  7119] predictions:    9720/  10000 (97.20%), best:    9731/10000 (97.31%), error:       929.83307, best error:       906.75934 on epoch:    13, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 72.5397033691s, input_fired_time: 0.8052315116, output_fired_time: 0.5077035427, propagate_forward_time: 27.8991909027, propagate_backward_time: 41.6666870117, weight_update_time: 0.0792839602, other_time: 1.6608886719
epoch time: 5.9341783524s, input_fired_time: 0.0816391185, output_fired_time: 0.0000000000, propagate_forward_time: 5.5625958443, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2899432182
validation[          , genome  7119] predictions:    9662/  10000 (96.62%), best:    9731/10000 (97.31%), error:      1167.25659, best error:       906.75934 on epoch:    13, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 73.6148452759s, input_fired_time: 0.8187192082, output_fired_time: 0.5086330175, propagate_forward_time: 28.3751010895, propagate_backward_time: 42.2211112976, weight_update_time: 0.0814647004, other_time: 1.6912803650
epoch time: 5.9283080101s, input_fired_time: 0.0823634341, output_fired_time: 0.0000000000, propagate_forward_time: 5.5571870804, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2887573242
validation[          , genome  7119] predictions:    9748/  10000 (97.48%), best:    9731/10000 (97.31%), error:       906.76160, best error:       906.75934 on epoch:    13, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 73.5901870728s, input_fired_time: 0.8140143156, output_fired_time: 0.5057610273, propagate_forward_time: 28.3541717529, propagate_backward_time: 42.2440528870, weight_update_time: 0.0804656669, other_time: 1.6721916199
epoch time: 5.9643306732s, input_fired_time: 0.0825733691, output_fired_time: 0.0000000000, propagate_forward_time: 5.5899620056, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2917952538
validation[          , genome  7119] predictions:    9710/  10000 (97.10%), best:    9731/10000 (97.31%), error:      1052.05627, best error:       906.75934 on epoch:    13, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 73.1664047241s, input_fired_time: 0.8126918674, output_fired_time: 0.5088872910, propagate_forward_time: 28.1190872192, propagate_backward_time: 42.0225219727, weight_update_time: 0.0799069777, other_time: 1.7032165527
epoch time: 5.9886708260s, input_fired_time: 0.0824835598, output_fired_time: 0.0000000000, propagate_forward_time: 5.6142959595, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2918910980
validation[          , genome  7119] predictions:    9738/  10000 (97.38%), best:    9731/10000 (97.31%), error:       928.77765, best error:       906.75934 on epoch:    13, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 74.3084564209s, input_fired_time: 0.8206675649, output_fired_time: 0.5169545412, propagate_forward_time: 28.6406383514, propagate_backward_time: 42.6037673950, weight_update_time: 0.0812065676, other_time: 1.7264251709
epoch time: 5.9426703453s, input_fired_time: 0.0830954462, output_fired_time: 0.0000000000, propagate_forward_time: 5.5671825409, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2923922539
validation[          , genome  7119] predictions:    9730/  10000 (97.30%), best:    9731/10000 (97.31%), error:       926.80145, best error:       906.75934 on epoch:    13, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 74.5947494507s, input_fired_time: 0.8277533054, output_fired_time: 0.5215829611, propagate_forward_time: 28.7107124329, propagate_backward_time: 42.8117485046, weight_update_time: 0.0813630521, other_time: 1.7229537964
epoch time: 6.7318778038s, input_fired_time: 0.0912162066, output_fired_time: 0.0000000000, propagate_forward_time: 6.3176040649, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3230576515
validation[          , genome  7119] predictions:    9748/  10000 (97.48%), best:    9748/10000 (97.48%), error:       883.42969, best error:       883.42969 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 74.5186843872s, input_fired_time: 0.8230358362, output_fired_time: 0.5149853230, propagate_forward_time: 28.6993789673, propagate_backward_time: 42.7812614441, weight_update_time: 0.0815550536, other_time: 1.7000236511
epoch time: 5.9485578537s, input_fired_time: 0.0835575983, output_fired_time: 0.0000000000, propagate_forward_time: 5.5741853714, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2908148766
validation[          , genome  7119] predictions:    9741/  10000 (97.41%), best:    9748/10000 (97.48%), error:       910.90649, best error:       883.42969 on epoch:    22, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 73.7149963379s, input_fired_time: 0.8357497454, output_fired_time: 0.5112305284, propagate_forward_time: 28.3846111298, propagate_backward_time: 42.2358589172, weight_update_time: 0.0838718116, other_time: 1.7475471497
epoch time: 5.9485201836s, input_fired_time: 0.0869997218, output_fired_time: 0.0000000000, propagate_forward_time: 5.5613236427, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3001966476
validation[          , genome  7119] predictions:    9704/  10000 (97.04%), best:    9748/10000 (97.48%), error:       991.83801, best error:       883.42969 on epoch:    22, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 74.7483901978s, input_fired_time: 0.8529444933, output_fired_time: 0.5183354020, propagate_forward_time: 28.7409114838, propagate_backward_time: 42.8149719238, weight_update_time: 0.0886071697, other_time: 1.8212280273
epoch time: 5.9599857330s, input_fired_time: 0.0888299346, output_fired_time: 0.0000000000, propagate_forward_time: 5.5654797554, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3056759834
validation[          , genome  7119] predictions:    9692/  10000 (96.92%), best:    9748/10000 (97.48%), error:      1088.68237, best error:       883.42969 on epoch:    22, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 74.5567092896s, input_fired_time: 0.8536936045, output_fired_time: 0.5153701305, propagate_forward_time: 28.6714897156, propagate_backward_time: 42.7097511292, weight_update_time: 0.0883327127, other_time: 1.8064041138
epoch time: 6.1450653076s, input_fired_time: 0.0892656520, output_fired_time: 0.0000000000, propagate_forward_time: 5.7488131523, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3069863319
validation[          , genome  7119] predictions:    9732/  10000 (97.32%), best:    9748/10000 (97.48%), error:       890.42169, best error:       883.42969 on epoch:    22, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 75.7521896362s, input_fired_time: 0.8530098200, output_fired_time: 0.5265251994, propagate_forward_time: 29.1644077301, propagate_backward_time: 43.4029655457, weight_update_time: 0.0887299925, other_time: 1.8052787781
epoch time: 6.1587052345s, input_fired_time: 0.0900819749, output_fired_time: 0.0000000000, propagate_forward_time: 5.7616386414, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3069844246
validation[          , genome  7119] predictions:    9752/  10000 (97.52%), best:    9752/10000 (97.52%), error:       847.59406, best error:       847.59406 on epoch:    27, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 72.4860839844s, input_fired_time: 0.8208026290, output_fired_time: 0.5010308623, propagate_forward_time: 27.8802928925, propagate_backward_time: 41.5699729919, weight_update_time: 0.0812216252, other_time: 1.7139854431
epoch time: 5.9508829117s, input_fired_time: 0.0838493407, output_fired_time: 0.0000000000, propagate_forward_time: 5.5729789734, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2940545082
validation[          , genome  7119] predictions:    9780/  10000 (97.80%), best:    9780/10000 (97.80%), error:       816.43683, best error:       816.43683 on epoch:    28, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 72.4033584595s, input_fired_time: 0.8136706948, output_fired_time: 0.5053912997, propagate_forward_time: 27.8856086731, propagate_backward_time: 41.5026473999, weight_update_time: 0.0793571472, other_time: 1.6960411072
epoch time: 5.9378023148s, input_fired_time: 0.0830902159, output_fired_time: 0.0000000000, propagate_forward_time: 5.5601115227, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2946004868
validation[          , genome  7119] predictions:    9709/  10000 (97.09%), best:    9780/10000 (97.80%), error:      1000.13385, best error:       816.43683 on epoch:    28, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 72.5030822754s, input_fired_time: 0.8122609258, output_fired_time: 0.5039662123, propagate_forward_time: 27.9134979248, propagate_backward_time: 41.6026573181, weight_update_time: 0.0794325843, other_time: 1.6706962585
epoch time: 5.9519085884s, input_fired_time: 0.0839139894, output_fired_time: 0.0000000000, propagate_forward_time: 5.5764799118, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2915148735
validation[          , genome  7119] predictions:    9745/  10000 (97.45%), best:    9780/10000 (97.80%), error:       924.91132, best error:       816.43683 on epoch:    28, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 72.2255401611s, input_fired_time: 0.8109999299, output_fired_time: 0.5126759410, propagate_forward_time: 27.8081111908, propagate_backward_time: 41.4366264343, weight_update_time: 0.0789973512, other_time: 1.6571311951
epoch time: 5.9347906113s, input_fired_time: 0.0837373137, output_fired_time: 0.0000000000, propagate_forward_time: 5.5608386993, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2902145386
validation[          , genome  7119] predictions:    9756/  10000 (97.56%), best:    9780/10000 (97.80%), error:       879.88989, best error:       816.43683 on epoch:    28, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 72.2276077271s, input_fired_time: 0.8110738397, output_fired_time: 0.4986565411, propagate_forward_time: 27.8324775696, propagate_backward_time: 41.4213638306, weight_update_time: 0.0791532993, other_time: 1.6640357971
epoch time: 5.9349012375s, input_fired_time: 0.0832633525, output_fired_time: 0.0000000000, propagate_forward_time: 5.5604853630, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2911524773
validation[          , genome  7119] predictions:    9722/  10000 (97.22%), best:    9780/10000 (97.80%), error:       955.31641, best error:       816.43683 on epoch:    28, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 72.2732620239s, input_fired_time: 0.8113512397, output_fired_time: 0.4989030063, propagate_forward_time: 27.8563098907, propagate_backward_time: 41.4572944641, weight_update_time: 0.0791826546, other_time: 1.6494102478
epoch time: 5.9311857224s, input_fired_time: 0.0832165554, output_fired_time: 0.0000000000, propagate_forward_time: 5.5575013161, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2904677391
validation[          , genome  7119] predictions:    9732/  10000 (97.32%), best:    9780/10000 (97.80%), error:       919.55377, best error:       816.43683 on epoch:    28, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 72.2960739136s, input_fired_time: 0.8118239641, output_fired_time: 0.5040229559, propagate_forward_time: 27.8598270416, propagate_backward_time: 41.4642982483, weight_update_time: 0.0792101398, other_time: 1.6561088562
epoch time: 5.9323053360s, input_fired_time: 0.0837959275, output_fired_time: 0.0000000000, propagate_forward_time: 5.5572233200, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2912859917
validation[          , genome  7119] predictions:    9752/  10000 (97.52%), best:    9780/10000 (97.80%), error:       844.89502, best error:       816.43683 on epoch:    28, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 72.2244186401s, input_fired_time: 0.8127455711, output_fired_time: 0.4990391135, propagate_forward_time: 27.8213691711, propagate_backward_time: 41.4425773621, weight_update_time: 0.0791866481, other_time: 1.6486892700
epoch time: 5.9317936897s, input_fired_time: 0.0839530826, output_fired_time: 0.0000000000, propagate_forward_time: 5.5573606491, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2904801369
validation[          , genome  7119] predictions:    9715/  10000 (97.15%), best:    9780/10000 (97.80%), error:       955.27002, best error:       816.43683 on epoch:    28, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 72.1794509888s, input_fired_time: 0.8132668138, output_fired_time: 0.4986225069, propagate_forward_time: 27.8101367950, propagate_backward_time: 41.4102706909, weight_update_time: 0.0791118965, other_time: 1.6471557617
epoch time: 5.9359269142s, input_fired_time: 0.0843310058, output_fired_time: 0.0000000000, propagate_forward_time: 5.5607743263, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2908215523
validation[          , genome  7119] predictions:    9778/  10000 (97.78%), best:    9780/10000 (97.80%), error:       817.64001, best error:       816.43683 on epoch:    28, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 72.1887893677s, input_fired_time: 0.8142577410, output_fired_time: 0.4986070096, propagate_forward_time: 27.8112220764, propagate_backward_time: 41.4137001038, weight_update_time: 0.0792226940, other_time: 1.6510086060
epoch time: 5.9367041588s, input_fired_time: 0.0851373821, output_fired_time: 0.0000000000, propagate_forward_time: 5.5592751503, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2922916412
validation[          , genome  7119] predictions:    9753/  10000 (97.53%), best:    9780/10000 (97.80%), error:       833.54797, best error:       816.43683 on epoch:    28, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 72.3648147583s, input_fired_time: 0.8197356462, output_fired_time: 0.5071892738, propagate_forward_time: 27.8709030151, propagate_backward_time: 41.4875640869, weight_update_time: 0.0792951211, other_time: 1.6794281006
epoch time: 5.9326567650s, input_fired_time: 0.0840897858, output_fired_time: 0.0000000000, propagate_forward_time: 5.5572710037, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2912960052
validation[          , genome  7119] predictions:    9729/  10000 (97.29%), best:    9780/10000 (97.80%), error:       965.51093, best error:       816.43683 on epoch:    28, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 72.3227233887s, input_fired_time: 0.8165833950, output_fired_time: 0.5169205070, propagate_forward_time: 27.8702297211, propagate_backward_time: 41.4584274292, weight_update_time: 0.0791777447, other_time: 1.6605606079
epoch time: 5.9355983734s, input_fired_time: 0.0845772922, output_fired_time: 0.0000000000, propagate_forward_time: 5.5593008995, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2917203903
validation[          , genome  7119] predictions:    9763/  10000 (97.63%), best:    9780/10000 (97.80%), error:       829.83453, best error:       816.43683 on epoch:    28, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 72.3367462158s, input_fired_time: 0.8203057051, output_fired_time: 0.5162926316, propagate_forward_time: 27.8549900055, propagate_backward_time: 41.4873886108, weight_update_time: 0.0792094320, other_time: 1.6577682495
epoch time: 5.9368271828s, input_fired_time: 0.0848929510, output_fired_time: 0.0000000000, propagate_forward_time: 5.5600004196, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2919340134
validation[          , genome  7119] predictions:    9728/  10000 (97.28%), best:    9780/10000 (97.80%), error:       906.44165, best error:       816.43683 on epoch:    28, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 72.3075103760s, input_fired_time: 0.8199550509, output_fired_time: 0.5156255364, propagate_forward_time: 27.8411884308, propagate_backward_time: 41.4796447754, weight_update_time: 0.0790830255, other_time: 1.6511001587
epoch time: 6.0230522156s, input_fired_time: 0.0853060707, output_fired_time: 0.0000000000, propagate_forward_time: 5.6467032433, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2910428047
validation[          , genome  7119] predictions:    9760/  10000 (97.60%), best:    9780/10000 (97.80%), error:       847.58942, best error:       816.43683 on epoch:    28, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 72.2822647095s, input_fired_time: 0.8200280070, output_fired_time: 0.5166292191, propagate_forward_time: 27.8396530151, propagate_backward_time: 41.4602317810, weight_update_time: 0.0793710500, other_time: 1.6457176208
epoch time: 5.9425020218s, input_fired_time: 0.0851906240, output_fired_time: 0.0000000000, propagate_forward_time: 5.5629339218, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2943773270
validation[          , genome  7119] predictions:    9716/  10000 (97.16%), best:    9780/10000 (97.80%), error:       978.59784, best error:       816.43683 on epoch:    28, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 72.2596740723s, input_fired_time: 0.8223166466, output_fired_time: 0.5096846223, propagate_forward_time: 27.8286876678, propagate_backward_time: 41.4358406067, weight_update_time: 0.0794631094, other_time: 1.6631431580
epoch time: 5.9367928505s, input_fired_time: 0.0850097910, output_fired_time: 0.0000000000, propagate_forward_time: 5.5603618622, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2914214134
validation[          , genome  7119] predictions:    9736/  10000 (97.36%), best:    9780/10000 (97.80%), error:       902.26239, best error:       816.43683 on epoch:    28, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 72.2650756836s, input_fired_time: 0.8225778341, output_fired_time: 0.4995304346, propagate_forward_time: 27.8403530121, propagate_backward_time: 41.4439010620, weight_update_time: 0.0794475153, other_time: 1.6587142944
epoch time: 5.9371957779s, input_fired_time: 0.0850648135, output_fired_time: 0.0000000000, propagate_forward_time: 5.5615758896, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2905550003
validation[          , genome  7119] predictions:    9765/  10000 (97.65%), best:    9780/10000 (97.80%), error:       859.58301, best error:       816.43683 on epoch:    28, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 72.3235015869s, input_fired_time: 0.8213813901, output_fired_time: 0.5012653470, propagate_forward_time: 27.8689422607, propagate_backward_time: 41.4833641052, weight_update_time: 0.0793297961, other_time: 1.6485481262
epoch time: 5.9371147156s, input_fired_time: 0.0856196284, output_fired_time: 0.0000000000, propagate_forward_time: 5.5601696968, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2913255692
validation[          , genome  7119] predictions:    9748/  10000 (97.48%), best:    9780/10000 (97.80%), error:       862.86401, best error:       816.43683 on epoch:    28, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 72.3149948120s, input_fired_time: 0.8241626024, output_fired_time: 0.4991965592, propagate_forward_time: 27.8483257294, propagate_backward_time: 41.4703254700, weight_update_time: 0.0797125474, other_time: 1.6729774475
epoch time: 6.0032887459s, input_fired_time: 0.0862650499, output_fired_time: 0.0000000000, propagate_forward_time: 5.6220531464, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2949705124
validation[          , genome  7119] predictions:    9756/  10000 (97.56%), best:    9780/10000 (97.80%), error:       849.98352, best error:       816.43683 on epoch:    28, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 72.3246307373s, input_fired_time: 0.8235722184, output_fired_time: 0.5097264647, propagate_forward_time: 27.8390960693, propagate_backward_time: 41.4669303894, weight_update_time: 0.0795699805, other_time: 1.6853065491
epoch time: 5.9390125275s, input_fired_time: 0.0848468840, output_fired_time: 0.0000000000, propagate_forward_time: 5.5611667633, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2929987907
validation[          , genome  7119] predictions:    9724/  10000 (97.24%), best:    9780/10000 (97.80%), error:       936.18634, best error:       816.43683 on epoch:    28, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 72.7899017334s, input_fired_time: 0.8329626918, output_fired_time: 0.5030324459, propagate_forward_time: 28.0555057526, propagate_backward_time: 41.7194099426, weight_update_time: 0.0799032450, other_time: 1.6789970398
epoch time: 5.9480376244s, input_fired_time: 0.0865231082, output_fired_time: 0.0000000000, propagate_forward_time: 5.5691719055, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2923426628
validation[          , genome  7119] predictions:    9735/  10000 (97.35%), best:    9780/10000 (97.80%), error:       898.54742, best error:       816.43683 on epoch:    28, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 72.6110076904s, input_fired_time: 0.8338888288, output_fired_time: 0.5134608746, propagate_forward_time: 27.9846496582, propagate_backward_time: 41.6081199646, weight_update_time: 0.0796843171, other_time: 1.6708946228
epoch time: 5.9457101822s, input_fired_time: 0.0857630372, output_fired_time: 0.0000000000, propagate_forward_time: 5.5675659180, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2923812866
validation[          , genome  7119] predictions:    9693/  10000 (96.93%), best:    9780/10000 (97.80%), error:      1088.18469, best error:       816.43683 on epoch:    28, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 72.5378112793s, input_fired_time: 0.8310101032, output_fired_time: 0.5142307878, propagate_forward_time: 27.9225788116, propagate_backward_time: 41.6062164307, weight_update_time: 0.0796614811, other_time: 1.6637802124
epoch time: 5.9408712387s, input_fired_time: 0.0858934373, output_fired_time: 0.0000000000, propagate_forward_time: 5.5628137589, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2921638489
validation[          , genome  7119] predictions:    9741/  10000 (97.41%), best:    9780/10000 (97.80%), error:       893.85040, best error:       816.43683 on epoch:    28, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 72.4530181885s, input_fired_time: 0.8306823969, output_fired_time: 0.5073692203, propagate_forward_time: 27.9051647186, propagate_backward_time: 41.5405731201, weight_update_time: 0.0798255876, other_time: 1.6692276001
epoch time: 5.9888253212s, input_fired_time: 0.0870648474, output_fired_time: 0.0000000000, propagate_forward_time: 5.6074237823, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2943367958
validation[          , genome  7119] predictions:    9762/  10000 (97.62%), best:    9780/10000 (97.80%), error:       847.95715, best error:       816.43683 on epoch:    28, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 72.2149810791s, input_fired_time: 0.8207634091, output_fired_time: 0.4986732602, propagate_forward_time: 27.8200778961, propagate_backward_time: 41.4457931519, weight_update_time: 0.0790594965, other_time: 1.6296768188
epoch time: 5.9331483841s, input_fired_time: 0.0848892480, output_fired_time: 0.0000000000, propagate_forward_time: 5.5604395866, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2878193855
validation[          , genome  7119] predictions:    9770/  10000 (97.70%), best:    9780/10000 (97.80%), error:       846.32129, best error:       816.43683 on epoch:    28, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 72.2468185425s, input_fired_time: 0.8253728747, output_fired_time: 0.4988540113, propagate_forward_time: 27.8339252472, propagate_backward_time: 41.4323120117, weight_update_time: 0.0795218796, other_time: 1.6563568115
epoch time: 5.9400749207s, input_fired_time: 0.0864989534, output_fired_time: 0.0000000000, propagate_forward_time: 5.5628218651, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2907543182
validation[          , genome  7119] predictions:    9770/  10000 (97.70%), best:    9780/10000 (97.80%), error:       836.66516, best error:       816.43683 on epoch:    28, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 72.3615188599s, input_fired_time: 0.8281461596, output_fired_time: 0.5049763322, propagate_forward_time: 27.8717403412, propagate_backward_time: 41.4873886108, weight_update_time: 0.0796284378, other_time: 1.6692657471
epoch time: 5.9542660713s, input_fired_time: 0.0857989490, output_fired_time: 0.0000000000, propagate_forward_time: 5.5791292191, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2893381119
validation[          , genome  7119] predictions:    9769/  10000 (97.69%), best:    9780/10000 (97.80%), error:       846.82532, best error:       816.43683 on epoch:    28, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 73.0121688843s, input_fired_time: 0.8344557881, output_fired_time: 0.5063163042, propagate_forward_time: 28.1649627686, propagate_backward_time: 41.8086128235, weight_update_time: 0.0801984295, other_time: 1.6978187561
epoch time: 5.9860095978s, input_fired_time: 0.0865225419, output_fired_time: 0.0000000000, propagate_forward_time: 5.6048297882, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2946572304
validation[          , genome  7119] predictions:    9759/  10000 (97.59%), best:    9780/10000 (97.80%), error:       845.60443, best error:       816.43683 on epoch:    28, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 72.5650024414s, input_fired_time: 0.8283889890, output_fired_time: 0.5086513758, propagate_forward_time: 27.9598655701, propagate_backward_time: 41.6115379333, weight_update_time: 0.0799029246, other_time: 1.6565551758
epoch time: 5.9450645447s, input_fired_time: 0.0860882625, output_fired_time: 0.0000000000, propagate_forward_time: 5.5682382584, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2907381058
validation[          , genome  7119] predictions:    9775/  10000 (97.75%), best:    9780/10000 (97.80%), error:       829.89062, best error:       816.43683 on epoch:    28, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 72.5180130005s, input_fired_time: 0.8254969716, output_fired_time: 0.5039864779, propagate_forward_time: 27.9345169067, propagate_backward_time: 41.6124916077, weight_update_time: 0.0796178505, other_time: 1.6415138245
epoch time: 5.9315037727s, input_fired_time: 0.0862044692, output_fired_time: 0.0000000000, propagate_forward_time: 5.5584778786, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2868213654
validation[          , genome  7119] predictions:    9740/  10000 (97.40%), best:    9780/10000 (97.80%), error:       926.56146, best error:       816.43683 on epoch:    28, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 72.8083190918s, input_fired_time: 0.8261739612, output_fired_time: 0.5095303655, propagate_forward_time: 28.0021018982, propagate_backward_time: 41.8328666687, weight_update_time: 0.0799922943, other_time: 1.6376495361
epoch time: 5.9321746826s, input_fired_time: 0.0860616639, output_fired_time: 0.0000000000, propagate_forward_time: 5.5585136414, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2875995636
validation[          , genome  7119] predictions:    9763/  10000 (97.63%), best:    9780/10000 (97.80%), error:       830.01141, best error:       816.43683 on epoch:    28, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 72.5283508301s, input_fired_time: 0.8253444433, output_fired_time: 0.5152251720, propagate_forward_time: 27.9096488953, propagate_backward_time: 41.6533203125, weight_update_time: 0.0794036686, other_time: 1.6248054504
epoch time: 5.9354281425s, input_fired_time: 0.0865611061, output_fired_time: 0.0000000000, propagate_forward_time: 5.5590934753, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2897734642
validation[          , genome  7119] predictions:    9767/  10000 (97.67%), best:    9780/10000 (97.80%), error:       821.31799, best error:       816.43683 on epoch:    28, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 72.3844757080s, input_fired_time: 0.8256280422, output_fired_time: 0.5054063201, propagate_forward_time: 27.8166465759, propagate_backward_time: 41.6172790527, weight_update_time: 0.0792385414, other_time: 1.6195106506
epoch time: 5.9384751320s, input_fired_time: 0.0870785713, output_fired_time: 0.0000000000, propagate_forward_time: 5.5638575554, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2875390053
validation[          , genome  7119] predictions:    9744/  10000 (97.44%), best:    9780/10000 (97.80%), error:       904.69861, best error:       816.43683 on epoch:    28, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 72.4375839233s, input_fired_time: 0.8254395127, output_fired_time: 0.5159757137, propagate_forward_time: 27.8509922028, propagate_backward_time: 41.6226806641, weight_update_time: 0.0793745592, other_time: 1.6224975586
epoch time: 5.9370007515s, input_fired_time: 0.0856877491, output_fired_time: 0.0000000000, propagate_forward_time: 5.5651273727, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2861857414
validation[          , genome  7119] predictions:    9760/  10000 (97.60%), best:    9780/10000 (97.80%), error:       830.32373, best error:       816.43683 on epoch:    28, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 72.3830490112s, input_fired_time: 0.8259945512, output_fired_time: 0.5101889968, propagate_forward_time: 27.8306159973, propagate_backward_time: 41.5943374634, weight_update_time: 0.0793589205, other_time: 1.6219139099
epoch time: 5.9352636337s, input_fired_time: 0.0863944516, output_fired_time: 0.0000000000, propagate_forward_time: 5.5616631508, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2872061729
validation[          , genome  7119] predictions:    9739/  10000 (97.39%), best:    9780/10000 (97.80%), error:       881.85779, best error:       816.43683 on epoch:    28, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 72.3893203735s, input_fired_time: 0.8253672719, output_fired_time: 0.5031902790, propagate_forward_time: 27.8926239014, propagate_backward_time: 41.5165863037, weight_update_time: 0.0794778541, other_time: 1.6515502930
epoch time: 5.9348225594s, input_fired_time: 0.0877421126, output_fired_time: 0.0000000000, propagate_forward_time: 5.5582075119, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2888727188
validation[          , genome  7119] predictions:    9725/  10000 (97.25%), best:    9780/10000 (97.80%), error:       947.03802, best error:       816.43683 on epoch:    28, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 73.4480438232s, input_fired_time: 0.8332985640, output_fired_time: 0.5051981807, propagate_forward_time: 28.3050765991, propagate_backward_time: 42.1329917908, weight_update_time: 0.0806494728, other_time: 1.6714820862
epoch time: 6.0365443230s, input_fired_time: 0.0893144086, output_fired_time: 0.0000000000, propagate_forward_time: 5.6486244202, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2986054420
validation[          , genome  7119] predictions:    9758/  10000 (97.58%), best:    9780/10000 (97.80%), error:       829.35883, best error:       816.43683 on epoch:    28, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 72.5102233887s, input_fired_time: 0.8317406774, output_fired_time: 0.5078130960, propagate_forward_time: 27.9161338806, propagate_backward_time: 41.5911407471, weight_update_time: 0.0797654539, other_time: 1.6633949280
epoch time: 5.9451022148s, input_fired_time: 0.0863291696, output_fired_time: 0.0000000000, propagate_forward_time: 5.5624947548, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2962784767
validation[          , genome  7119] predictions:    9753/  10000 (97.53%), best:    9780/10000 (97.80%), error:       882.98260, best error:       816.43683 on epoch:    28, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 72.6674118042s, input_fired_time: 0.8334461451, output_fired_time: 0.5106231570, propagate_forward_time: 27.9782161713, propagate_backward_time: 41.6652221680, weight_update_time: 0.0799950659, other_time: 1.6799087524
epoch time: 5.9406185150s, input_fired_time: 0.0868572965, output_fired_time: 0.0000000000, propagate_forward_time: 5.5615348816, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2922263145
validation[          , genome  7119] predictions:    9749/  10000 (97.49%), best:    9780/10000 (97.80%), error:       856.38904, best error:       816.43683 on epoch:    28, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 72.5953063965s, input_fired_time: 0.8335965276, output_fired_time: 0.5062617660, propagate_forward_time: 27.9616184235, propagate_backward_time: 41.6241989136, weight_update_time: 0.0799736753, other_time: 1.6696319580
epoch time: 5.9648251534s, input_fired_time: 0.0873562098, output_fired_time: 0.0000000000, propagate_forward_time: 5.5825867653, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2948822975
validation[          , genome  7119] predictions:    9751/  10000 (97.51%), best:    9780/10000 (97.80%), error:       872.36115, best error:       816.43683 on epoch:    28, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 72.3502578735s, input_fired_time: 0.8296788335, output_fired_time: 0.5063317418, propagate_forward_time: 27.8883266449, propagate_backward_time: 41.4632301331, weight_update_time: 0.0798269138, other_time: 1.6626853943
epoch time: 5.9393401146s, input_fired_time: 0.0868464112, output_fired_time: 0.0000000000, propagate_forward_time: 5.5616211891, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2908725739
validation[          , genome  7119] predictions:    9736/  10000 (97.36%), best:    9780/10000 (97.80%), error:       902.83398, best error:       816.43683 on epoch:    28, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 72.3100662231s, input_fired_time: 0.8288627267, output_fired_time: 0.5072268248, propagate_forward_time: 27.8389911652, propagate_backward_time: 41.4762153625, weight_update_time: 0.0795941874, other_time: 1.6587715149
epoch time: 5.9397640228s, input_fired_time: 0.0867554024, output_fired_time: 0.0000000000, propagate_forward_time: 5.5625815392, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2904272079
validation[          , genome  7119] predictions:    9766/  10000 (97.66%), best:    9780/10000 (97.80%), error:       828.52844, best error:       816.43683 on epoch:    28, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 72.2408676147s, input_fired_time: 0.8258144259, output_fired_time: 0.4994489849, propagate_forward_time: 27.8308219910, propagate_backward_time: 41.4260101318, weight_update_time: 0.0795634314, other_time: 1.6587715149
epoch time: 5.9406728745s, input_fired_time: 0.0874521956, output_fired_time: 0.0000000000, propagate_forward_time: 5.5614352226, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2917852402
validation[          , genome  7119] predictions:    9741/  10000 (97.41%), best:    9780/10000 (97.80%), error:       945.43365, best error:       816.43683 on epoch:    28, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 72.2770538330s, input_fired_time: 0.8261103034, output_fired_time: 0.5073341727, propagate_forward_time: 27.8262825012, propagate_backward_time: 41.4383163452, weight_update_time: 0.0796918049, other_time: 1.6790122986
epoch time: 5.9417576790s, input_fired_time: 0.0875538662, output_fired_time: 0.0000000000, propagate_forward_time: 5.5609135628, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2932901382
validation[          , genome  7119] predictions:    9735/  10000 (97.35%), best:    9780/10000 (97.80%), error:       928.03851, best error:       816.43683 on epoch:    28, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 72.2723999023s, input_fired_time: 0.8296734095, output_fired_time: 0.5164839029, propagate_forward_time: 27.8275012970, propagate_backward_time: 41.4186897278, weight_update_time: 0.0794503167, other_time: 1.6800498962
epoch time: 5.9402585030s, input_fired_time: 0.0862969235, output_fired_time: 0.0000000000, propagate_forward_time: 5.5610122681, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2929491997
validation[          , genome  7119] predictions:    9739/  10000 (97.39%), best:    9780/10000 (97.80%), error:       903.75281, best error:       816.43683 on epoch:    28, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 72.6562805176s, input_fired_time: 0.8320202231, output_fired_time: 0.5097761750, propagate_forward_time: 27.9593563080, propagate_backward_time: 41.6854057312, weight_update_time: 0.0799906403, other_time: 1.6697196960
epoch time: 5.9427647591s, input_fired_time: 0.0877114758, output_fired_time: 0.0000000000, propagate_forward_time: 5.5636615753, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2913918495
validation[          , genome  7119] predictions:    9716/  10000 (97.16%), best:    9780/10000 (97.80%), error:       995.91901, best error:       816.43683 on epoch:    28, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 72.6826477051s, input_fired_time: 0.8348541856, output_fired_time: 0.5092881918, propagate_forward_time: 28.0015182495, propagate_backward_time: 41.6628036499, weight_update_time: 0.0801208913, other_time: 1.6741867065
epoch time: 5.9415907860s, input_fired_time: 0.0877721384, output_fired_time: 0.0000000000, propagate_forward_time: 5.5625081062, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2913103104
validation[          , genome  7119] predictions:    9746/  10000 (97.46%), best:    9780/10000 (97.80%), error:       909.06836, best error:       816.43683 on epoch:    28, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 72.9364624023s, input_fired_time: 0.8371554017, output_fired_time: 0.5114672780, propagate_forward_time: 27.9880924225, propagate_backward_time: 41.9331550598, weight_update_time: 0.0802782923, other_time: 1.6665916443
epoch time: 5.9445786476s, input_fired_time: 0.0891975984, output_fired_time: 0.0000000000, propagate_forward_time: 5.5607094765, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2946715355
validation[          , genome  7119] predictions:    9750/  10000 (97.50%), best:    9780/10000 (97.80%), error:       865.00830, best error:       816.43683 on epoch:    28, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 72.5124588013s, input_fired_time: 0.8348487020, output_fired_time: 0.5062324405, propagate_forward_time: 27.8652973175, propagate_backward_time: 41.6730537415, weight_update_time: 0.0791068077, other_time: 1.6330299377
epoch time: 5.9332299232s, input_fired_time: 0.0878435150, output_fired_time: 0.0000000000, propagate_forward_time: 5.5577712059, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2876152992
validation[          , genome  7119] predictions:    9754/  10000 (97.54%), best:    9780/10000 (97.80%), error:       905.98358, best error:       816.43683 on epoch:    28, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 72.2178421021s, input_fired_time: 0.8327272534, output_fired_time: 0.4992874265, propagate_forward_time: 27.8082923889, propagate_backward_time: 41.4513130188, weight_update_time: 0.0790703669, other_time: 1.6262207031
epoch time: 5.9346690178s, input_fired_time: 0.0876810551, output_fired_time: 0.0000000000, propagate_forward_time: 5.5584378242, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2885499001
validation[          , genome  7119] predictions:    9735/  10000 (97.35%), best:    9780/10000 (97.80%), error:       951.36755, best error:       816.43683 on epoch:    28, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 72.2314300537s, input_fired_time: 0.8318713307, output_fired_time: 0.4991312027, propagate_forward_time: 27.8136997223, propagate_backward_time: 41.4521331787, weight_update_time: 0.0791679323, other_time: 1.6345977783
epoch time: 5.9361176491s, input_fired_time: 0.0882645920, output_fired_time: 0.0000000000, propagate_forward_time: 5.5587735176, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2890796661
validation[          , genome  7119] predictions:    9769/  10000 (97.69%), best:    9780/10000 (97.80%), error:       865.95221, best error:       816.43683 on epoch:    28, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 72.3225860596s, input_fired_time: 0.8339508176, output_fired_time: 0.4993385375, propagate_forward_time: 27.8428630829, propagate_backward_time: 41.4982414246, weight_update_time: 0.0792199671, other_time: 1.6481895447
epoch time: 5.9341845512s, input_fired_time: 0.0870972723, output_fired_time: 0.0000000000, propagate_forward_time: 5.5581731796, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2889142036
validation[          , genome  7119] predictions:    9754/  10000 (97.54%), best:    9780/10000 (97.80%), error:       918.54462, best error:       816.43683 on epoch:    28, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 72.4564208984s, input_fired_time: 0.8350405097, output_fired_time: 0.5125035644, propagate_forward_time: 27.8616352081, propagate_backward_time: 41.5878028870, weight_update_time: 0.0793104619, other_time: 1.6594429016
epoch time: 5.9744753838s, input_fired_time: 0.0888501778, output_fired_time: 0.0000000000, propagate_forward_time: 5.5952782631, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2903470993
validation[          , genome  7119] predictions:    9778/  10000 (97.78%), best:    9778/10000 (97.78%), error:       791.63971, best error:       791.63971 on epoch:    80, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 73.6456985474s, input_fired_time: 0.8470888138, output_fired_time: 0.5086660385, propagate_forward_time: 28.3277606964, propagate_backward_time: 42.2860984802, weight_update_time: 0.0807861760, other_time: 1.6760826111
epoch time: 6.0133028030s, input_fired_time: 0.0898627713, output_fired_time: 0.0000000000, propagate_forward_time: 5.6263794899, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2970604897
validation[          , genome  7119] predictions:    9764/  10000 (97.64%), best:    9778/10000 (97.78%), error:       919.80371, best error:       791.63971 on epoch:    80, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 75.2286529541s, input_fired_time: 0.8612176180, output_fired_time: 0.5241163373, propagate_forward_time: 29.0404720306, propagate_backward_time: 43.0892028809, weight_update_time: 0.0826629773, other_time: 1.7136383057
epoch time: 5.9507026672s, input_fired_time: 0.0873778015, output_fired_time: 0.0000000000, propagate_forward_time: 5.5721302032, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2911944389
validation[          , genome  7119] predictions:    9745/  10000 (97.45%), best:    9778/10000 (97.78%), error:       917.93750, best error:       791.63971 on epoch:    80, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 73.5493392944s, input_fired_time: 0.8529061079, output_fired_time: 0.5113906860, propagate_forward_time: 28.3318290710, propagate_backward_time: 42.1784934998, weight_update_time: 0.0804473311, other_time: 1.6747207642
epoch time: 6.0875773430s, input_fired_time: 0.0902574807, output_fired_time: 0.0000000000, propagate_forward_time: 5.7024106979, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2949090004
validation[          , genome  7119] predictions:    9745/  10000 (97.45%), best:    9778/10000 (97.78%), error:       906.15320, best error:       791.63971 on epoch:    80, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 73.7126159668s, input_fired_time: 0.8530448675, output_fired_time: 0.5143696070, propagate_forward_time: 28.3443832397, propagate_backward_time: 42.3301696777, weight_update_time: 0.0806669816, other_time: 1.6706542969
epoch time: 6.0181078911s, input_fired_time: 0.0893581733, output_fired_time: 0.0000000000, propagate_forward_time: 5.6327528954, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2959966660
validation[          , genome  7119] predictions:    9776/  10000 (97.76%), best:    9778/10000 (97.78%), error:       799.04218, best error:       791.63971 on epoch:    80, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 72.9131088257s, input_fired_time: 0.8480527997, output_fired_time: 0.5058533549, propagate_forward_time: 28.0609970093, propagate_backward_time: 41.8392982483, weight_update_time: 0.0800021142, other_time: 1.6589088440
epoch time: 6.0284891129s, input_fired_time: 0.0900768116, output_fired_time: 0.0000000000, propagate_forward_time: 5.6463961601, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2920160294
validation[          , genome  7119] predictions:    9766/  10000 (97.66%), best:    9778/10000 (97.78%), error:       864.33594, best error:       791.63971 on epoch:    80, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 72.9540557861s, input_fired_time: 0.8630614281, output_fired_time: 0.5097601414, propagate_forward_time: 28.0794677734, propagate_backward_time: 41.7892799377, weight_update_time: 0.0830295011, other_time: 1.7124900818
epoch time: 5.9709744453s, input_fired_time: 0.0947794467, output_fired_time: 0.0000000000, propagate_forward_time: 5.5708284378, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3053665161
validation[          , genome  7119] predictions:    9707/  10000 (97.07%), best:    9778/10000 (97.78%), error:      1054.70520, best error:       791.63971 on epoch:    80, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 73.4465713501s, input_fired_time: 0.8649158478, output_fired_time: 0.5105103850, propagate_forward_time: 28.2299175262, propagate_backward_time: 42.0841102600, weight_update_time: 0.0849225298, other_time: 1.7571144104
epoch time: 5.9459624290s, input_fired_time: 0.0883515105, output_fired_time: 0.0000000000, propagate_forward_time: 5.5671300888, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2904806137
validation[          , genome  7119] predictions:    9756/  10000 (97.56%), best:    9778/10000 (97.78%), error:       890.93890, best error:       791.63971 on epoch:    80, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 75.0399475098s, input_fired_time: 0.8568010926, output_fired_time: 0.5268204212, propagate_forward_time: 28.9656028748, propagate_backward_time: 42.9790496826, weight_update_time: 0.0819981471, other_time: 1.7116737366
epoch time: 6.1078410149s, input_fired_time: 0.0897104219, output_fired_time: 0.0000000000, propagate_forward_time: 5.7229423523, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2951884270
validation[          , genome  7119] predictions:    9784/  10000 (97.84%), best:    9778/10000 (97.78%), error:       801.03912, best error:       791.63971 on epoch:    80, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 74.5180282593s, input_fired_time: 0.8520248532, output_fired_time: 0.5203842521, propagate_forward_time: 28.7265682220, propagate_backward_time: 42.7384071350, weight_update_time: 0.0817610025, other_time: 1.6806373596
epoch time: 6.1125540733s, input_fired_time: 0.0899015814, output_fired_time: 0.0000000000, propagate_forward_time: 5.7272019386, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2954506874
validation[          , genome  7119] predictions:    9684/  10000 (96.84%), best:    9778/10000 (97.78%), error:      1135.93909, best error:       791.63971 on epoch:    80, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 73.3791046143s, input_fired_time: 0.8440205455, output_fired_time: 0.5178149939, propagate_forward_time: 28.2919082642, propagate_backward_time: 42.0665435791, weight_update_time: 0.0801332444, other_time: 1.6588211060
epoch time: 6.0311479568s, input_fired_time: 0.0904183462, output_fired_time: 0.0000000000, propagate_forward_time: 5.6485881805, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2921414375
validation[          , genome  7119] predictions:    9770/  10000 (97.70%), best:    9778/10000 (97.78%), error:       805.84052, best error:       791.63971 on epoch:    80, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 74.9158859253s, input_fired_time: 0.8660300374, output_fired_time: 0.5178847313, propagate_forward_time: 28.8557205200, propagate_backward_time: 42.9559059143, weight_update_time: 0.0834152028, other_time: 1.7203483582
epoch time: 6.0713477135s, input_fired_time: 0.0911116526, output_fired_time: 0.0000000000, propagate_forward_time: 5.6809501648, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2992858887
validation[          , genome  7119] predictions:    9766/  10000 (97.66%), best:    9778/10000 (97.78%), error:       874.96075, best error:       791.63971 on epoch:    80, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 73.7109832764s, input_fired_time: 0.8597452641, output_fired_time: 0.5113254189, propagate_forward_time: 28.3402576447, propagate_backward_time: 42.2788505554, weight_update_time: 0.0828616396, other_time: 1.7208061218
epoch time: 6.0935068130s, input_fired_time: 0.0897038579, output_fired_time: 0.0000000000, propagate_forward_time: 5.7061896324, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2976131439
validation[          , genome  7119] predictions:    9738/  10000 (97.38%), best:    9778/10000 (97.78%), error:       929.11115, best error:       791.63971 on epoch:    80, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 73.2572555542s, input_fired_time: 0.8444563746, output_fired_time: 0.5125077963, propagate_forward_time: 28.2485008240, propagate_backward_time: 41.9947052002, weight_update_time: 0.0799504444, other_time: 1.6570854187
epoch time: 6.1309318542s, input_fired_time: 0.0895372629, output_fired_time: 0.0000000000, propagate_forward_time: 5.7458124161, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2955822945
validation[          , genome  7119] predictions:    9735/  10000 (97.35%), best:    9778/10000 (97.78%), error:       914.44501, best error:       791.63971 on epoch:    80, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 73.0063629150s, input_fired_time: 0.8455817699, output_fired_time: 0.5127869844, propagate_forward_time: 28.0843620300, propagate_backward_time: 41.9083328247, weight_update_time: 0.0800083801, other_time: 1.6553001404
epoch time: 6.1237354279s, input_fired_time: 0.0908859670, output_fired_time: 0.0000000000, propagate_forward_time: 5.7354993820, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2973499298
validation[          , genome  7119] predictions:    9785/  10000 (97.85%), best:    9778/10000 (97.78%), error:       813.52869, best error:       791.63971 on epoch:    80, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 73.0271301270s, input_fired_time: 0.8458805680, output_fired_time: 0.5105324984, propagate_forward_time: 28.1491546631, propagate_backward_time: 41.8505020142, weight_update_time: 0.0801239833, other_time: 1.6710586548
epoch time: 6.0330367088s, input_fired_time: 0.0899811238, output_fired_time: 0.0000000000, propagate_forward_time: 5.6479992867, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2950563431
validation[          , genome  7119] predictions:    9705/  10000 (97.05%), best:    9778/10000 (97.78%), error:      1019.11932, best error:       791.63971 on epoch:    80, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 73.0490188599s, input_fired_time: 0.8425348997, output_fired_time: 0.5137487650, propagate_forward_time: 28.0990600586, propagate_backward_time: 41.9218788147, weight_update_time: 0.0795335472, other_time: 1.6717948914
epoch time: 6.0202193260s, input_fired_time: 0.0903738067, output_fired_time: 0.0000000000, propagate_forward_time: 5.6345734596, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2952718735
validation[          , genome  7119] predictions:    9720/  10000 (97.20%), best:    9778/10000 (97.78%), error:       955.05640, best error:       791.63971 on epoch:    80, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 73.3506240845s, input_fired_time: 0.8440504670, output_fired_time: 0.5120028853, propagate_forward_time: 28.2709674835, propagate_backward_time: 42.0503273010, weight_update_time: 0.0805531219, other_time: 1.6732826233
epoch time: 6.1481990814s, input_fired_time: 0.0907406062, output_fired_time: 0.0000000000, propagate_forward_time: 5.7598991394, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2975592613
validation[          , genome  7119] predictions:    9777/  10000 (97.77%), best:    9777/10000 (97.77%), error:       766.74817, best error:       766.74817 on epoch:    97, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 72.8630752563s, input_fired_time: 0.8397076130, output_fired_time: 0.5041214824, propagate_forward_time: 28.0358123779, propagate_backward_time: 41.8243522644, weight_update_time: 0.0796915144, other_time: 1.6590843201
epoch time: 5.9452857971s, input_fired_time: 0.0900321975, output_fired_time: 0.0000000000, propagate_forward_time: 5.5642967224, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2909569740
validation[          , genome  7119] predictions:    9753/  10000 (97.53%), best:    9777/10000 (97.77%), error:       860.01044, best error:       766.74817 on epoch:    97, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 72.4863967896s, input_fired_time: 0.8401057720, output_fired_time: 0.5035483837, propagate_forward_time: 27.9394874573, propagate_backward_time: 41.5511054993, weight_update_time: 0.0795859620, other_time: 1.6521530151
epoch time: 5.9442844391s, input_fired_time: 0.0887901857, output_fired_time: 0.0000000000, propagate_forward_time: 5.5647902489, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2907037735
validation[          , genome  7119] predictions:    9765/  10000 (97.65%), best:    9777/10000 (97.77%), error:       849.01923, best error:       766.74817 on epoch:    97, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 72.5627136230s, input_fired_time: 0.8371581435, output_fired_time: 0.5019433498, propagate_forward_time: 27.9464702606, propagate_backward_time: 41.6249465942, weight_update_time: 0.0795631260, other_time: 1.6521911621
epoch time: 5.9447503090s, input_fired_time: 0.0899787545, output_fired_time: 0.0000000000, propagate_forward_time: 5.5621132851, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2926583290
validation[          , genome  7119] predictions:    9744/  10000 (97.44%), best:    9777/10000 (97.77%), error:       914.23566, best error:       766.74817 on epoch:    97, 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: 29.9235553741s, input_fired_time: 0.4475012422, output_fired_time: 0.0000000000, propagate_forward_time: 27.9913463593, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4847068787
best training[          , genome  7119] predictions:   49701/  50000 (99.40%), best:    9777/10000 (97.77%), error:      1292.15881, best error:       766.74817 on epoch:    97, 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: 5.9371089935s, input_fired_time: 0.0862533972, output_fired_time: 0.0000000000, propagate_forward_time: 5.5582814217, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2925744057
   testing[          , genome  7119] predictions:    9789/  10000 (97.89%), best:    9777/10000 (97.77%), error:       700.83728, best error:       766.74817 on epoch:    97, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
09:51:06 (5909): called boinc_finish(0)

</stderr_txt>
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