Nameexact_genome_1512568488_41_5605_0
Workunit2599317
Created7 Dec 2017, 15:37:25 UTC
Sent7 Dec 2017, 15:41:38 UTC
Report deadline14 Dec 2017, 13:45:56 UTC
Received7 Dec 2017, 23:17:03 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID67174
Run time1 hours 55 min 55 sec
CPU time1 hours 55 min 51 sec
Validate stateValid
Credit1,729.91
Device peak FLOPS3.98 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size150.75 MB
Peak swap size151.84 MB
Peak disk usage1.04 MB

Stderr output

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

epoch time: 62.9912223816s, input_fired_time: 0.7560120225, output_fired_time: 0.4378824532, propagate_forward_time: 24.1856994629, propagate_backward_time: 35.9617614746, weight_update_time: 0.0659428984, other_time: 1.6498680115
epoch time: 5.1653146744s, input_fired_time: 0.0816425085, output_fired_time: 0.0000000000, propagate_forward_time: 4.8059048653, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2777671814
validation[          , genome  5605] predictions:    9629/  10000 (96.29%), best:    9629/10000 (96.29%), error:      1276.52405, best error:      1276.52405 on epoch:    14, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 63.6476669312s, input_fired_time: 0.7641043067, output_fired_time: 0.4424792528, propagate_forward_time: 24.4395923615, propagate_backward_time: 36.3053474426, weight_update_time: 0.0666506439, other_time: 1.6961479187
epoch time: 5.1804060936s, input_fired_time: 0.0855711102, output_fired_time: 0.0000000000, propagate_forward_time: 4.8083086014, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2865262032
validation[          , genome  5605] predictions:    9508/  10000 (95.08%), best:    9629/10000 (96.29%), error:      1651.51917, best error:      1276.52405 on epoch:    14, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 63.0782814026s, input_fired_time: 0.7611731291, output_fired_time: 0.4396439493, propagate_forward_time: 24.2138156891, propagate_backward_time: 35.9421806335, weight_update_time: 0.0662939474, other_time: 1.7214698792
epoch time: 5.2140879631s, input_fired_time: 0.0839601979, output_fired_time: 0.0000000000, propagate_forward_time: 4.8367047310, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2934231758
validation[          , genome  5605] predictions:    9550/  10000 (95.50%), best:    9629/10000 (96.29%), error:      1561.40405, best error:      1276.52405 on epoch:    14, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 63.0892105103s, input_fired_time: 0.7676979899, output_fired_time: 0.4418376088, propagate_forward_time: 24.1761531830, propagate_backward_time: 35.9493141174, weight_update_time: 0.0669161081, other_time: 1.7542076111
epoch time: 5.1853156090s, input_fired_time: 0.0823362470, output_fired_time: 0.0000000000, propagate_forward_time: 4.8124008179, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2905783653
validation[          , genome  5605] predictions:    9605/  10000 (96.05%), best:    9629/10000 (96.29%), error:      1377.70374, best error:      1276.52405 on epoch:    14, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 64.0371246338s, input_fired_time: 0.7679552436, output_fired_time: 0.4446803033, propagate_forward_time: 24.6230831146, propagate_backward_time: 36.4733543396, weight_update_time: 0.0668916032, other_time: 1.7280540466
epoch time: 5.3924503326s, input_fired_time: 0.0845941007, output_fired_time: 0.0000000000, propagate_forward_time: 5.0092086792, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2986474037
validation[          , genome  5605] predictions:    9541/  10000 (95.41%), best:    9629/10000 (96.29%), error:      1502.43799, best error:      1276.52405 on epoch:    14, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 64.1844100952s, input_fired_time: 0.7642548084, output_fired_time: 0.4444814026, propagate_forward_time: 24.6775741577, propagate_backward_time: 36.6291885376, weight_update_time: 0.0657125339, other_time: 1.6689109802
epoch time: 5.1899309158s, input_fired_time: 0.0835217312, output_fired_time: 0.0000000000, propagate_forward_time: 4.8252768517, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2811322212
validation[          , genome  5605] predictions:    9553/  10000 (95.53%), best:    9629/10000 (96.29%), error:      1411.26929, best error:      1276.52405 on epoch:    14, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 63.8671607971s, input_fired_time: 0.7661148906, output_fired_time: 0.4433584511, propagate_forward_time: 24.5540199280, propagate_backward_time: 36.4218215942, weight_update_time: 0.0667313412, other_time: 1.6818466187
epoch time: 5.2335672379s, input_fired_time: 0.0830116495, output_fired_time: 0.0000000000, propagate_forward_time: 4.8691649437, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2813906670
validation[          , genome  5605] predictions:    9614/  10000 (96.14%), best:    9629/10000 (96.29%), error:      1321.86829, best error:      1276.52405 on epoch:    14, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 63.3973579407s, input_fired_time: 0.7619416714, output_fired_time: 0.4418150485, propagate_forward_time: 24.3746185303, propagate_backward_time: 36.1686286926, weight_update_time: 0.0647093132, other_time: 1.6503562927
epoch time: 5.1741561890s, input_fired_time: 0.0823798701, output_fired_time: 0.0000000000, propagate_forward_time: 4.8100881577, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2816882133
validation[          , genome  5605] predictions:    9579/  10000 (95.79%), best:    9629/10000 (96.29%), error:      1423.01392, best error:      1276.52405 on epoch:    14, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 62.8240242004s, input_fired_time: 0.7617393732, output_fired_time: 0.4376509190, propagate_forward_time: 24.1054821014, propagate_backward_time: 35.8353424072, weight_update_time: 0.0665574893, other_time: 1.6838073730
epoch time: 5.1736464500s, input_fired_time: 0.0829330459, output_fired_time: 0.0000000000, propagate_forward_time: 4.8138813972, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2768321037
validation[          , genome  5605] predictions:    9621/  10000 (96.21%), best:    9629/10000 (96.29%), error:      1278.51355, best error:      1276.52405 on epoch:    14, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 62.6827926636s, input_fired_time: 0.7598375678, output_fired_time: 0.4358363450, propagate_forward_time: 24.0629634857, propagate_backward_time: 35.7856140137, weight_update_time: 0.0659703016, other_time: 1.6385421753
epoch time: 5.2081995010s, input_fired_time: 0.0840233415, output_fired_time: 0.0000000000, propagate_forward_time: 4.8448667526, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2793092728
validation[          , genome  5605] predictions:    9628/  10000 (96.28%), best:    9628/10000 (96.28%), error:      1236.36218, best error:      1236.36218 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 62.9857826233s, input_fired_time: 0.7653352022, output_fired_time: 0.4422265887, propagate_forward_time: 24.1567440033, propagate_backward_time: 35.9746704102, weight_update_time: 0.0664079487, other_time: 1.6468048096
epoch time: 5.1791305542s, input_fired_time: 0.0837291628, output_fired_time: 0.0000000000, propagate_forward_time: 4.8147544861, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2806468010
validation[          , genome  5605] predictions:    9520/  10000 (95.20%), best:    9628/10000 (96.28%), error:      1596.31018, best error:      1236.36218 on epoch:    23, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 62.7360496521s, input_fired_time: 0.7642920613, output_fired_time: 0.4366200268, propagate_forward_time: 24.0906391144, propagate_backward_time: 35.7860717773, weight_update_time: 0.0655046329, other_time: 1.6584243774
epoch time: 5.5281238556s, input_fired_time: 0.0893666074, output_fired_time: 0.0000000000, propagate_forward_time: 5.1396279335, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2991294861
validation[          , genome  5605] predictions:    9620/  10000 (96.20%), best:    9628/10000 (96.28%), error:      1301.14246, best error:      1236.36218 on epoch:    23, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 63.4369163513s, input_fired_time: 0.7716763020, output_fired_time: 0.4412047565, propagate_forward_time: 24.3339481354, propagate_backward_time: 36.1759300232, weight_update_time: 0.0665787384, other_time: 1.7141609192
epoch time: 5.3255319595s, input_fired_time: 0.0890981704, output_fired_time: 0.0000000000, propagate_forward_time: 4.9444184303, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2920155525
validation[          , genome  5605] predictions:    9617/  10000 (96.17%), best:    9628/10000 (96.28%), error:      1352.61340, best error:      1236.36218 on epoch:    23, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 63.4043083191s, input_fired_time: 0.7760773301, output_fired_time: 0.4413291812, propagate_forward_time: 24.2969017029, propagate_backward_time: 36.1638374329, weight_update_time: 0.0665885210, other_time: 1.7261619568
epoch time: 5.2064461708s, input_fired_time: 0.0843683183, output_fired_time: 0.0000000000, propagate_forward_time: 4.8289098740, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2931680679
validation[          , genome  5605] predictions:    9622/  10000 (96.22%), best:    9628/10000 (96.28%), error:      1311.83813, best error:      1236.36218 on epoch:    23, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 65.7407455444s, input_fired_time: 0.7816922665, output_fired_time: 0.4527941048, propagate_forward_time: 25.2896347046, propagate_backward_time: 37.4638366699, weight_update_time: 0.0679164901, other_time: 1.7527847290
epoch time: 5.7185149193s, input_fired_time: 0.0903452039, output_fired_time: 0.0000000000, propagate_forward_time: 5.3208398819, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3073296547
validation[          , genome  5605] predictions:    9671/  10000 (96.71%), best:    9671/10000 (96.71%), error:      1176.20850, best error:      1176.20850 on epoch:    28, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 62.9871520996s, input_fired_time: 0.7640093565, output_fired_time: 0.4380173385, propagate_forward_time: 24.1687850952, propagate_backward_time: 35.9583892822, weight_update_time: 0.0660843924, other_time: 1.6579513550
epoch time: 5.2073268890s, input_fired_time: 0.0827817321, output_fired_time: 0.0000000000, propagate_forward_time: 4.8415083885, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2830367088
validation[          , genome  5605] predictions:    9545/  10000 (95.45%), best:    9671/10000 (96.71%), error:      1506.90161, best error:      1176.20850 on epoch:    28, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 64.2505874634s, input_fired_time: 0.7768241763, output_fired_time: 0.4460321069, propagate_forward_time: 24.7085132599, propagate_backward_time: 36.6284103394, weight_update_time: 0.0676088259, other_time: 1.6908035278
epoch time: 5.1833291054s, input_fired_time: 0.0864308402, output_fired_time: 0.0000000000, propagate_forward_time: 4.8120312691, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2848668098
validation[          , genome  5605] predictions:    9604/  10000 (96.04%), best:    9671/10000 (96.71%), error:      1380.06091, best error:      1176.20850 on epoch:    28, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 62.7647972107s, input_fired_time: 0.7702165246, output_fired_time: 0.4379540682, propagate_forward_time: 24.0815734863, propagate_backward_time: 35.8021392822, weight_update_time: 0.0668959767, other_time: 1.6729125977
epoch time: 5.1719837189s, input_fired_time: 0.0831761882, output_fired_time: 0.0000000000, propagate_forward_time: 4.8098759651, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2789316177
validation[          , genome  5605] predictions:    9658/  10000 (96.58%), best:    9671/10000 (96.71%), error:      1191.30127, best error:      1176.20850 on epoch:    28, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 62.8416824341s, input_fired_time: 0.7706348300, output_fired_time: 0.4370236695, propagate_forward_time: 24.1271858215, propagate_backward_time: 35.8499069214, weight_update_time: 0.0650386736, other_time: 1.6569328308
epoch time: 5.1764965057s, input_fired_time: 0.0847652256, output_fired_time: 0.0000000000, propagate_forward_time: 4.8116869926, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2800440788
validation[          , genome  5605] predictions:    9620/  10000 (96.20%), best:    9671/10000 (96.71%), error:      1329.71545, best error:      1176.20850 on epoch:    28, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 66.1777038574s, input_fired_time: 0.7903002501, output_fired_time: 0.4600384533, propagate_forward_time: 25.4773807526, propagate_backward_time: 37.7338638306, weight_update_time: 0.0658466816, other_time: 1.7161254883
epoch time: 5.3979911804s, input_fired_time: 0.0882383510, output_fired_time: 0.0000000000, propagate_forward_time: 5.0162696838, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2934832573
validation[          , genome  5605] predictions:    9515/  10000 (95.15%), best:    9671/10000 (96.71%), error:      1595.55542, best error:      1176.20850 on epoch:    28, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 66.0875778198s, input_fired_time: 0.7901964188, output_fired_time: 0.4626187384, propagate_forward_time: 25.4133949280, propagate_backward_time: 37.7221565247, weight_update_time: 0.0646690056, other_time: 1.6992111206
epoch time: 5.1702766418s, input_fired_time: 0.0828703716, output_fired_time: 0.0000000000, propagate_forward_time: 4.8107924461, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2766137123
validation[          , genome  5605] predictions:    9638/  10000 (96.38%), best:    9671/10000 (96.71%), error:      1242.88599, best error:      1176.20850 on epoch:    28, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 63.3531646729s, input_fired_time: 0.7681668997, output_fired_time: 0.4397097230, propagate_forward_time: 24.3429012299, propagate_backward_time: 36.1637382507, weight_update_time: 0.0648029074, other_time: 1.6386528015
epoch time: 5.1882104874s, input_fired_time: 0.0866820738, output_fired_time: 0.0000000000, propagate_forward_time: 4.8182859421, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2832427025
validation[          , genome  5605] predictions:    9624/  10000 (96.24%), best:    9671/10000 (96.71%), error:      1231.39380, best error:      1176.20850 on epoch:    28, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 62.8163986206s, input_fired_time: 0.7639545202, output_fired_time: 0.4360582232, propagate_forward_time: 24.1342868805, propagate_backward_time: 35.8547019958, weight_update_time: 0.0643073246, other_time: 1.6273994446
epoch time: 5.6278400421s, input_fired_time: 0.0881998390, output_fired_time: 0.0000000000, propagate_forward_time: 5.2366962433, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3029441833
validation[          , genome  5605] predictions:    9588/  10000 (95.88%), best:    9671/10000 (96.71%), error:      1350.91187, best error:      1176.20850 on epoch:    28, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 62.9987716675s, input_fired_time: 0.7671201229, output_fired_time: 0.4398839772, propagate_forward_time: 24.1874465942, propagate_backward_time: 35.9718894958, weight_update_time: 0.0647252426, other_time: 1.6324310303
epoch time: 5.1711869240s, input_fired_time: 0.0831796527, output_fired_time: 0.0000000000, propagate_forward_time: 4.8090138435, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2789936066
validation[          , genome  5605] predictions:    9605/  10000 (96.05%), best:    9671/10000 (96.71%), error:      1318.15649, best error:      1176.20850 on epoch:    28, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 62.6567726135s, input_fired_time: 0.7613003850, output_fired_time: 0.4346637130, propagate_forward_time: 24.0676250458, propagate_backward_time: 35.7812309265, weight_update_time: 0.0648019463, other_time: 1.6119575500
epoch time: 5.1668729782s, input_fired_time: 0.0838429332, output_fired_time: 0.0000000000, propagate_forward_time: 4.8073878288, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2756423950
validation[          , genome  5605] predictions:    9640/  10000 (96.40%), best:    9671/10000 (96.71%), error:      1231.84265, best error:      1176.20850 on epoch:    28, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 62.7118186951s, input_fired_time: 0.7657434940, output_fired_time: 0.4366386831, propagate_forward_time: 24.0793781281, propagate_backward_time: 35.7991752625, weight_update_time: 0.0647409558, other_time: 1.6308860779
epoch time: 5.1713943481s, input_fired_time: 0.0840610117, output_fired_time: 0.0000000000, propagate_forward_time: 4.8086423874, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2786908150
validation[          , genome  5605] predictions:    9664/  10000 (96.64%), best:    9664/10000 (96.64%), error:      1158.05017, best error:      1158.05017 on epoch:    39, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 62.6630706787s, input_fired_time: 0.7616258860, output_fired_time: 0.4358899593, propagate_forward_time: 24.0651817322, propagate_backward_time: 35.7871742249, weight_update_time: 0.0646534711, other_time: 1.6131973267
epoch time: 5.1840553284s, input_fired_time: 0.0858164653, output_fired_time: 0.0000000000, propagate_forward_time: 4.8180446625, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2801942825
validation[          , genome  5605] predictions:    9662/  10000 (96.62%), best:    9664/10000 (96.64%), error:      1160.05579, best error:      1158.05017 on epoch:    39, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 62.7271194458s, input_fired_time: 0.7618092299, output_fired_time: 0.4360436499, propagate_forward_time: 24.0845241547, propagate_backward_time: 35.8308143616, weight_update_time: 0.0648089275, other_time: 1.6139259338
epoch time: 5.1722230911s, input_fired_time: 0.0835785270, output_fired_time: 0.0000000000, propagate_forward_time: 4.8103423119, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2783021927
validation[          , genome  5605] predictions:    9481/  10000 (94.81%), best:    9664/10000 (96.64%), error:      1713.29553, best error:      1158.05017 on epoch:    39, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 64.6370849609s, input_fired_time: 0.7820687890, output_fired_time: 0.4494391084, propagate_forward_time: 24.8794994354, propagate_backward_time: 36.8684539795, weight_update_time: 0.0652600527, other_time: 1.6576232910
epoch time: 5.1731553078s, input_fired_time: 0.0848061070, output_fired_time: 0.0000000000, propagate_forward_time: 4.8109416962, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2774076462
validation[          , genome  5605] predictions:    9646/  10000 (96.46%), best:    9664/10000 (96.64%), error:      1229.26746, best error:      1158.05017 on epoch:    39, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 65.0297164917s, input_fired_time: 0.7836498618, output_fired_time: 0.4491718411, propagate_forward_time: 25.0346260071, propagate_backward_time: 37.0671463013, weight_update_time: 0.0665822253, other_time: 1.6951179504
epoch time: 5.1748032570s, input_fired_time: 0.0838120282, output_fired_time: 0.0000000000, propagate_forward_time: 4.8147516251, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2762393951
validation[          , genome  5605] predictions:    9610/  10000 (96.10%), best:    9664/10000 (96.64%), error:      1297.19128, best error:      1158.05017 on epoch:    39, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 62.6425933838s, input_fired_time: 0.7729872465, output_fired_time: 0.4346375167, propagate_forward_time: 24.0756320953, propagate_backward_time: 35.7536735535, weight_update_time: 0.0645627305, other_time: 1.6056632996
epoch time: 5.1923089027s, input_fired_time: 0.0856611282, output_fired_time: 0.0000000000, propagate_forward_time: 4.8270983696, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2795495987
validation[          , genome  5605] predictions:    9483/  10000 (94.83%), best:    9664/10000 (96.64%), error:      1674.38257, best error:      1158.05017 on epoch:    39, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 63.3650360107s, input_fired_time: 0.7737819552, output_fired_time: 0.4399080575, propagate_forward_time: 24.3601837158, propagate_backward_time: 36.1549034119, weight_update_time: 0.0651877895, other_time: 1.6362609863
epoch time: 5.1902165413s, input_fired_time: 0.0860800222, output_fired_time: 0.0000000000, propagate_forward_time: 4.8201265335, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2840099335
validation[          , genome  5605] predictions:    9639/  10000 (96.39%), best:    9664/10000 (96.64%), error:      1213.36670, best error:      1158.05017 on epoch:    39, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 64.0631561279s, input_fired_time: 0.7843768001, output_fired_time: 0.4448086917, propagate_forward_time: 24.6367664337, propagate_backward_time: 36.5370674133, weight_update_time: 0.0655303076, other_time: 1.6601371765
epoch time: 5.1870279312s, input_fired_time: 0.0852088556, output_fired_time: 0.0000000000, propagate_forward_time: 4.8221549988, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2796640396
validation[          , genome  5605] predictions:    9645/  10000 (96.45%), best:    9664/10000 (96.64%), error:      1248.09229, best error:      1158.05017 on epoch:    39, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 63.1553573608s, input_fired_time: 0.7712682486, output_fired_time: 0.4375284910, propagate_forward_time: 24.2611579895, propagate_backward_time: 36.0713119507, weight_update_time: 0.0649431869, other_time: 1.6140937805
epoch time: 5.2662515640s, input_fired_time: 0.0868475735, output_fired_time: 0.0000000000, propagate_forward_time: 4.8947834969, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2846202850
validation[          , genome  5605] predictions:    9612/  10000 (96.12%), best:    9664/10000 (96.64%), error:      1289.45129, best error:      1158.05017 on epoch:    39, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 62.8765144348s, input_fired_time: 0.7654424310, output_fired_time: 0.4360457063, propagate_forward_time: 24.1796360016, propagate_backward_time: 35.8963661194, weight_update_time: 0.0643487424, other_time: 1.5990257263
epoch time: 5.1684832573s, input_fired_time: 0.0849699080, output_fired_time: 0.0000000000, propagate_forward_time: 4.8084735870, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2750396729
validation[          , genome  5605] predictions:    9638/  10000 (96.38%), best:    9664/10000 (96.64%), error:      1210.92212, best error:      1158.05017 on epoch:    39, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 62.6618194580s, input_fired_time: 0.7697284222, output_fired_time: 0.4345807731, propagate_forward_time: 24.0814857483, propagate_backward_time: 35.7761878967, weight_update_time: 0.0640762970, other_time: 1.5998344421
epoch time: 5.1676235199s, input_fired_time: 0.0835307986, output_fired_time: 0.0000000000, propagate_forward_time: 4.8086481094, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2754445076
validation[          , genome  5605] predictions:    9541/  10000 (95.41%), best:    9664/10000 (96.64%), error:      1453.63586, best error:      1158.05017 on epoch:    39, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 62.7192459106s, input_fired_time: 0.7721326947, output_fired_time: 0.4366116822, propagate_forward_time: 24.0817871094, propagate_backward_time: 35.8109512329, weight_update_time: 0.0643491745, other_time: 1.6177635193
epoch time: 5.5319085121s, input_fired_time: 0.0876799822, output_fired_time: 0.0000000000, propagate_forward_time: 5.1544642448, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2897644043
validation[          , genome  5605] predictions:    9655/  10000 (96.55%), best:    9664/10000 (96.64%), error:      1197.97656, best error:      1158.05017 on epoch:    39, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 63.1723823547s, input_fired_time: 0.7709475160, output_fired_time: 0.4392463863, propagate_forward_time: 24.2543945312, propagate_backward_time: 36.0724945068, weight_update_time: 0.0646037534, other_time: 1.6352996826
epoch time: 5.1874251366s, input_fired_time: 0.0850373358, output_fired_time: 0.0000000000, propagate_forward_time: 4.8238377571, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2785501480
validation[          , genome  5605] predictions:    9636/  10000 (96.36%), best:    9664/10000 (96.64%), error:      1208.93311, best error:      1158.05017 on epoch:    39, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 63.2339248657s, input_fired_time: 0.7777233124, output_fired_time: 0.4390093982, propagate_forward_time: 24.2746448517, propagate_backward_time: 36.1084060669, weight_update_time: 0.0632281080, other_time: 1.6341400146
epoch time: 5.1663174629s, input_fired_time: 0.0838883370, output_fired_time: 0.0000000000, propagate_forward_time: 4.8088450432, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2735838890
validation[          , genome  5605] predictions:    9625/  10000 (96.25%), best:    9664/10000 (96.64%), error:      1270.95691, best error:      1158.05017 on epoch:    39, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 64.9932861328s, input_fired_time: 0.7899855971, output_fired_time: 0.4500243068, propagate_forward_time: 25.0172882080, propagate_backward_time: 37.0893821716, weight_update_time: 0.0649254546, other_time: 1.6466064453
epoch time: 5.1790785789s, input_fired_time: 0.0859574452, output_fired_time: 0.0000000000, propagate_forward_time: 4.8140702248, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2790508270
validation[          , genome  5605] predictions:    9644/  10000 (96.44%), best:    9664/10000 (96.64%), error:      1184.55383, best error:      1158.05017 on epoch:    39, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 68.0772171021s, input_fired_time: 0.8094584942, output_fired_time: 0.4743199944, propagate_forward_time: 26.2717800140, propagate_backward_time: 38.8002929688, weight_update_time: 0.0679109767, other_time: 1.7213668823
epoch time: 5.3374304771s, input_fired_time: 0.0878823400, output_fired_time: 0.0000000000, propagate_forward_time: 4.9642424583, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2853055000
validation[          , genome  5605] predictions:    9656/  10000 (96.56%), best:    9656/10000 (96.56%), error:      1157.62512, best error:      1157.62512 on epoch:    54, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 65.4998092651s, input_fired_time: 0.7900139093, output_fired_time: 0.4521329105, propagate_forward_time: 25.2013530731, propagate_backward_time: 37.3738517761, weight_update_time: 0.0660194755, other_time: 1.6824531555
epoch time: 5.1991343498s, input_fired_time: 0.0861984342, output_fired_time: 0.0000000000, propagate_forward_time: 4.8325171471, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2804188728
validation[          , genome  5605] predictions:    9643/  10000 (96.43%), best:    9656/10000 (96.56%), error:      1217.87048, best error:      1157.62512 on epoch:    54, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 64.8522567749s, input_fired_time: 0.7812413573, output_fired_time: 0.4569646716, propagate_forward_time: 24.9556484222, propagate_backward_time: 37.0402641296, weight_update_time: 0.0634285063, other_time: 1.6181373596
epoch time: 5.1605081558s, input_fired_time: 0.0833470449, output_fired_time: 0.0000000000, propagate_forward_time: 4.8052396774, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2719216347
validation[          , genome  5605] predictions:    9677/  10000 (96.77%), best:    9677/10000 (96.77%), error:      1138.76306, best error:      1138.76306 on epoch:    56, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 62.9124107361s, input_fired_time: 0.7614726424, output_fired_time: 0.4411189854, propagate_forward_time: 24.1711368561, propagate_backward_time: 35.9945220947, weight_update_time: 0.0605316535, other_time: 1.5441589355
epoch time: 5.1987776756s, input_fired_time: 0.0846980438, output_fired_time: 0.0000000000, propagate_forward_time: 4.8400907516, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2739887238
validation[          , genome  5605] predictions:    9647/  10000 (96.47%), best:    9677/10000 (96.77%), error:      1245.28723, best error:      1138.76306 on epoch:    56, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 62.7711639404s, input_fired_time: 0.7663444281, output_fired_time: 0.4499204755, propagate_forward_time: 24.1603374481, propagate_backward_time: 35.8463706970, weight_update_time: 0.0605225451, other_time: 1.5481910706
epoch time: 5.1699314117s, input_fired_time: 0.0857637450, output_fired_time: 0.0000000000, propagate_forward_time: 4.8088712692, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2752962112
validation[          , genome  5605] predictions:    9661/  10000 (96.61%), best:    9677/10000 (96.77%), error:      1157.11133, best error:      1138.76306 on epoch:    56, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 62.6824378967s, input_fired_time: 0.7731195688, output_fired_time: 0.4509981275, propagate_forward_time: 24.0851669312, propagate_backward_time: 35.8132934570, weight_update_time: 0.0604044572, other_time: 1.5598602295
epoch time: 5.1706433296s, input_fired_time: 0.0852023512, output_fired_time: 0.0000000000, propagate_forward_time: 4.8094024658, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2760386467
validation[          , genome  5605] predictions:    9616/  10000 (96.16%), best:    9677/10000 (96.77%), error:      1288.40869, best error:      1138.76306 on epoch:    56, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 62.7010002136s, input_fired_time: 0.7717136741, output_fired_time: 0.4455056190, propagate_forward_time: 24.0903530121, propagate_backward_time: 35.8378524780, weight_update_time: 0.0605193004, other_time: 1.5555725098
epoch time: 5.2956781387s, input_fired_time: 0.0854132697, output_fired_time: 0.0000000000, propagate_forward_time: 4.9283413887, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2819232941
validation[          , genome  5605] predictions:    9668/  10000 (96.68%), best:    9677/10000 (96.77%), error:      1190.50562, best error:      1138.76306 on epoch:    56, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 63.2641983032s, input_fired_time: 0.7758401036, output_fired_time: 0.4498925507, propagate_forward_time: 24.3207244873, propagate_backward_time: 36.1372184753, weight_update_time: 0.0607150979, other_time: 1.5805206299
epoch time: 5.1977725029s, input_fired_time: 0.0852008834, output_fired_time: 0.0000000000, propagate_forward_time: 4.8350386620, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2775330544
validation[          , genome  5605] predictions:    9624/  10000 (96.24%), best:    9677/10000 (96.77%), error:      1207.77026, best error:      1138.76306 on epoch:    56, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 62.7709770203s, input_fired_time: 0.7704164386, output_fired_time: 0.4498752058, propagate_forward_time: 24.1316089630, propagate_backward_time: 35.8629760742, weight_update_time: 0.0604791455, other_time: 1.5560989380
epoch time: 5.1676225662s, input_fired_time: 0.0860033110, output_fired_time: 0.0000000000, propagate_forward_time: 4.8088092804, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2728099823
validation[          , genome  5605] predictions:    9672/  10000 (96.72%), best:    9672/10000 (96.72%), error:      1118.53857, best error:      1118.53857 on epoch:    62, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 62.7926864624s, input_fired_time: 0.7704170346, output_fired_time: 0.4521354437, propagate_forward_time: 24.1568565369, propagate_backward_time: 35.8709945679, weight_update_time: 0.0604800433, other_time: 1.5422821045
epoch time: 5.2023720741s, input_fired_time: 0.0861610919, output_fired_time: 0.0000000000, propagate_forward_time: 4.8410983086, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2751126289
validation[          , genome  5605] predictions:    9595/  10000 (95.95%), best:    9672/10000 (96.72%), error:      1319.04199, best error:      1118.53857 on epoch:    62, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 63.5751838684s, input_fired_time: 0.7841467857, output_fired_time: 0.4430831075, propagate_forward_time: 24.4415893555, propagate_backward_time: 36.3331642151, weight_update_time: 0.0610565841, other_time: 1.5732002258
epoch time: 5.2103657722s, input_fired_time: 0.0870179012, output_fired_time: 0.0000000000, propagate_forward_time: 4.8452010155, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2781467438
validation[          , genome  5605] predictions:    9651/  10000 (96.51%), best:    9672/10000 (96.72%), error:      1158.45129, best error:      1118.53857 on epoch:    62, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 63.1287155151s, input_fired_time: 0.7729715705, output_fired_time: 0.4370305836, propagate_forward_time: 24.2224597931, propagate_backward_time: 36.1140823364, weight_update_time: 0.0605061315, other_time: 1.5821685791
epoch time: 5.1744875908s, input_fired_time: 0.0858644769, output_fired_time: 0.0000000000, propagate_forward_time: 4.8117227554, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2769002914
validation[          , genome  5605] predictions:    9695/  10000 (96.95%), best:    9695/10000 (96.95%), error:      1048.47241, best error:      1048.47241 on epoch:    65, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 62.7573852539s, input_fired_time: 0.7692266703, output_fired_time: 0.4350310266, propagate_forward_time: 24.1373958588, propagate_backward_time: 35.8632431030, weight_update_time: 0.0603337735, other_time: 1.5524902344
epoch time: 5.1788578033s, input_fired_time: 0.0856668353, output_fired_time: 0.0000000000, propagate_forward_time: 4.8206968307, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2724943161
validation[          , genome  5605] predictions:    9644/  10000 (96.44%), best:    9695/10000 (96.95%), error:      1182.07544, best error:      1048.47241 on epoch:    65, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 63.3217163086s, input_fired_time: 0.7707630992, output_fired_time: 0.4367527366, propagate_forward_time: 24.3109512329, propagate_backward_time: 36.2409515381, weight_update_time: 0.0611097775, other_time: 1.5622978210
epoch time: 5.1873369217s, input_fired_time: 0.0854480416, output_fired_time: 0.0000000000, propagate_forward_time: 4.8285903931, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2732982635
validation[          , genome  5605] predictions:    9645/  10000 (96.45%), best:    9695/10000 (96.95%), error:      1225.37378, best error:      1048.47241 on epoch:    65, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 62.7607727051s, input_fired_time: 0.7742377520, output_fired_time: 0.4380584359, propagate_forward_time: 24.1598014832, propagate_backward_time: 35.8462829590, weight_update_time: 0.0602979772, other_time: 1.5423927307
epoch time: 5.1700034142s, input_fired_time: 0.0856954679, output_fired_time: 0.0000000000, propagate_forward_time: 4.8088822365, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2754259109
validation[          , genome  5605] predictions:    9640/  10000 (96.40%), best:    9695/10000 (96.95%), error:      1198.02698, best error:      1048.47241 on epoch:    65, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 63.0461807251s, input_fired_time: 0.7780008316, output_fired_time: 0.4388141036, propagate_forward_time: 24.2138233185, propagate_backward_time: 36.0515022278, weight_update_time: 0.0605440401, other_time: 1.5640449524
epoch time: 5.1663441658s, input_fired_time: 0.0856040940, output_fired_time: 0.0000000000, propagate_forward_time: 4.8083233833, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2724165916
validation[          , genome  5605] predictions:    9655/  10000 (96.55%), best:    9695/10000 (96.95%), error:      1165.98059, best error:      1048.47241 on epoch:    65, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 62.7322349548s, input_fired_time: 0.7732480168, output_fired_time: 0.4368214011, propagate_forward_time: 24.0920257568, propagate_backward_time: 35.8897438049, weight_update_time: 0.0602501333, other_time: 1.5403976440
epoch time: 5.1656661034s, input_fired_time: 0.0861911699, output_fired_time: 0.0000000000, propagate_forward_time: 4.8068308830, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2726440430
validation[          , genome  5605] predictions:    9660/  10000 (96.60%), best:    9695/10000 (96.95%), error:      1196.84485, best error:      1048.47241 on epoch:    65, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 62.7280349731s, input_fired_time: 0.7742411494, output_fired_time: 0.4360589385, propagate_forward_time: 24.1026706696, propagate_backward_time: 35.8596649170, weight_update_time: 0.0604405142, other_time: 1.5553970337
epoch time: 5.2433471680s, input_fired_time: 0.0873595029, output_fired_time: 0.0000000000, propagate_forward_time: 4.8795261383, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2764616013
validation[          , genome  5605] predictions:    9650/  10000 (96.50%), best:    9695/10000 (96.95%), error:      1206.51843, best error:      1048.47241 on epoch:    65, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 62.5595092773s, input_fired_time: 0.7762578726, output_fired_time: 0.4396384656, propagate_forward_time: 24.0562782288, propagate_backward_time: 35.7417945862, weight_update_time: 0.0601818860, other_time: 1.5455398560
epoch time: 5.1732449532s, input_fired_time: 0.0889681652, output_fired_time: 0.0000000000, propagate_forward_time: 4.8105487823, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2737278938
validation[          , genome  5605] predictions:    9658/  10000 (96.58%), best:    9695/10000 (96.95%), error:      1163.08362, best error:      1048.47241 on epoch:    65, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 62.5938529968s, input_fired_time: 0.7764431238, output_fired_time: 0.4430100918, propagate_forward_time: 24.0914211273, propagate_backward_time: 35.7405395508, weight_update_time: 0.0602524318, other_time: 1.5424423218
epoch time: 5.1624860764s, input_fired_time: 0.0867355913, output_fired_time: 0.0000000000, propagate_forward_time: 4.8051409721, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2706093788
validation[          , genome  5605] predictions:    9685/  10000 (96.85%), best:    9695/10000 (96.95%), error:      1086.91626, best error:      1048.47241 on epoch:    65, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 62.6377182007s, input_fired_time: 0.7723133564, output_fired_time: 0.4332161844, propagate_forward_time: 24.0563621521, propagate_backward_time: 35.8456687927, weight_update_time: 0.0602069907, other_time: 1.5301589966
epoch time: 5.1622571945s, input_fired_time: 0.0860085711, output_fired_time: 0.0000000000, propagate_forward_time: 4.8049254417, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2713232040
validation[          , genome  5605] predictions:    9661/  10000 (96.61%), best:    9695/10000 (96.95%), error:      1127.46863, best error:      1048.47241 on epoch:    65, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 62.8381881714s, input_fired_time: 0.7758083344, output_fired_time: 0.4407461286, propagate_forward_time: 24.1611595154, propagate_backward_time: 35.9389381409, weight_update_time: 0.0604976304, other_time: 1.5215339661
epoch time: 5.1597013474s, input_fired_time: 0.0863784552, output_fired_time: 0.0000000000, propagate_forward_time: 4.8047008514, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2686219215
validation[          , genome  5605] predictions:    9641/  10000 (96.41%), best:    9695/10000 (96.95%), error:      1161.04907, best error:      1048.47241 on epoch:    65, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 62.6555252075s, input_fired_time: 0.7752743363, output_fired_time: 0.4346540868, propagate_forward_time: 24.0512046814, propagate_backward_time: 35.8523139954, weight_update_time: 0.0617255718, other_time: 1.5420761108
epoch time: 5.1716661453s, input_fired_time: 0.0877339542, output_fired_time: 0.0000000000, propagate_forward_time: 4.8076891899, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2762432098
validation[          , genome  5605] predictions:    9688/  10000 (96.88%), best:    9695/10000 (96.95%), error:      1085.60620, best error:      1048.47241 on epoch:    65, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 63.2583694458s, input_fired_time: 0.7735653520, output_fired_time: 0.4402457178, propagate_forward_time: 24.3512954712, propagate_backward_time: 36.1604881287, weight_update_time: 0.0610165261, other_time: 1.5327720642
epoch time: 5.1691474915s, input_fired_time: 0.0862905681, output_fired_time: 0.0000000000, propagate_forward_time: 4.8127651215, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2700920105
validation[          , genome  5605] predictions:    9641/  10000 (96.41%), best:    9695/10000 (96.95%), error:      1239.17529, best error:      1048.47241 on epoch:    65, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 62.6012306213s, input_fired_time: 0.7699702382, output_fired_time: 0.4416204989, propagate_forward_time: 24.0963191986, propagate_backward_time: 35.7859001160, weight_update_time: 0.0602162480, other_time: 1.5074195862
epoch time: 5.1588115692s, input_fired_time: 0.0852590576, output_fired_time: 0.0000000000, propagate_forward_time: 4.8051614761, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2683911324
validation[          , genome  5605] predictions:    9659/  10000 (96.59%), best:    9695/10000 (96.95%), error:      1188.45801, best error:      1048.47241 on epoch:    65, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 62.5186653137s, input_fired_time: 0.7675765157, output_fired_time: 0.4483058751, propagate_forward_time: 24.0663814545, propagate_backward_time: 35.7292861938, weight_update_time: 0.0601892956, other_time: 1.5071105957
epoch time: 5.2924580574s, input_fired_time: 0.0847865716, output_fired_time: 0.0000000000, propagate_forward_time: 4.9305019379, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2771697044
validation[          , genome  5605] predictions:    9625/  10000 (96.25%), best:    9695/10000 (96.95%), error:      1203.95447, best error:      1048.47241 on epoch:    65, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 62.6649513245s, input_fired_time: 0.7727463245, output_fired_time: 0.4349226654, propagate_forward_time: 24.1250972748, propagate_backward_time: 35.8006553650, weight_update_time: 0.0604892261, other_time: 1.5315284729
epoch time: 5.1708879471s, input_fired_time: 0.0864415839, output_fired_time: 0.0000000000, propagate_forward_time: 4.8133993149, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2710471153
validation[          , genome  5605] predictions:    9646/  10000 (96.46%), best:    9695/10000 (96.95%), error:      1183.09009, best error:      1048.47241 on epoch:    65, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 62.9651565552s, input_fired_time: 0.7791425586, output_fired_time: 0.4418236613, propagate_forward_time: 24.2518157959, propagate_backward_time: 35.9404296875, weight_update_time: 0.0607763082, other_time: 1.5519447327
epoch time: 5.2690820694s, input_fired_time: 0.0872151703, output_fired_time: 0.0000000000, propagate_forward_time: 4.9087004662, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2731666565
validation[          , genome  5605] predictions:    9614/  10000 (96.14%), best:    9695/10000 (96.95%), error:      1277.72278, best error:      1048.47241 on epoch:    65, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 62.9024391174s, input_fired_time: 0.7733234763, output_fired_time: 0.4466792643, propagate_forward_time: 24.1831512451, propagate_backward_time: 35.9790344238, weight_update_time: 0.0603386201, other_time: 1.5202522278
epoch time: 5.2501788139s, input_fired_time: 0.0863918066, output_fired_time: 0.0000000000, propagate_forward_time: 4.8903617859, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2734251022
validation[          , genome  5605] predictions:    9687/  10000 (96.87%), best:    9695/10000 (96.95%), error:      1081.59814, best error:      1048.47241 on epoch:    65, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 62.8373184204s, input_fired_time: 0.7736257911, output_fired_time: 0.4496870935, propagate_forward_time: 24.1342258453, propagate_backward_time: 35.9480590820, weight_update_time: 0.0604005381, other_time: 1.5317230225
epoch time: 5.1697702408s, input_fired_time: 0.0871433914, output_fired_time: 0.0000000000, propagate_forward_time: 4.8111844063, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2714424133
validation[          , genome  5605] predictions:    9681/  10000 (96.81%), best:    9695/10000 (96.95%), error:      1076.81604, best error:      1048.47241 on epoch:    65, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 63.5192070007s, input_fired_time: 0.7821810842, output_fired_time: 0.4535641670, propagate_forward_time: 24.3729858398, propagate_backward_time: 36.3498420715, weight_update_time: 0.0609327778, other_time: 1.5606346130
epoch time: 5.1683750153s, input_fired_time: 0.0872794613, output_fired_time: 0.0000000000, propagate_forward_time: 4.8078260422, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2732696533
validation[          , genome  5605] predictions:    9666/  10000 (96.66%), best:    9695/10000 (96.95%), error:      1109.63062, best error:      1048.47241 on epoch:    65, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 63.3600082397s, input_fired_time: 0.7861986160, output_fired_time: 0.4538545609, propagate_forward_time: 24.4260692596, propagate_backward_time: 36.1507911682, weight_update_time: 0.0609240793, other_time: 1.5430946350
epoch time: 5.1617598534s, input_fired_time: 0.0865792334, output_fired_time: 0.0000000000, propagate_forward_time: 4.8060879707, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2690925598
validation[          , genome  5605] predictions:    9672/  10000 (96.72%), best:    9695/10000 (96.95%), error:      1118.33508, best error:      1048.47241 on epoch:    65, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 63.8953437805s, input_fired_time: 0.7841390371, output_fired_time: 0.4541383684, propagate_forward_time: 24.6406192780, propagate_backward_time: 36.4731369019, weight_update_time: 0.0614521168, other_time: 1.5433120728
epoch time: 5.3643913269s, input_fired_time: 0.0884841383, output_fired_time: 0.0000000000, propagate_forward_time: 4.9990844727, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2768225670
validation[          , genome  5605] predictions:    9686/  10000 (96.86%), best:    9695/10000 (96.95%), error:      1095.53687, best error:      1048.47241 on epoch:    65, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 63.6402473450s, input_fired_time: 0.7826495171, output_fired_time: 0.4498634040, propagate_forward_time: 24.5620403290, propagate_backward_time: 36.3169975281, weight_update_time: 0.0611464754, other_time: 1.5286979675
epoch time: 5.1982531548s, input_fired_time: 0.0875957757, output_fired_time: 0.0000000000, propagate_forward_time: 4.8388824463, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2717747688
validation[          , genome  5605] predictions:    9681/  10000 (96.81%), best:    9695/10000 (96.95%), error:      1104.38550, best error:      1048.47241 on epoch:    65, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 63.4054298401s, input_fired_time: 0.7821231484, output_fired_time: 0.4525195062, propagate_forward_time: 24.3663406372, propagate_backward_time: 36.2828178406, weight_update_time: 0.0607951097, other_time: 1.5216293335
epoch time: 5.1679139137s, input_fired_time: 0.0873748064, output_fired_time: 0.0000000000, propagate_forward_time: 4.8109412193, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2695980072
validation[          , genome  5605] predictions:    9702/  10000 (97.02%), best:    9695/10000 (96.95%), error:      1080.38599, best error:      1048.47241 on epoch:    65, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 63.0234794617s, input_fired_time: 0.7791060209, output_fired_time: 0.4423442483, propagate_forward_time: 24.1860351562, propagate_backward_time: 36.1075515747, weight_update_time: 0.0603842884, other_time: 1.5084419250
epoch time: 5.1639146805s, input_fired_time: 0.0875718445, output_fired_time: 0.0000000000, propagate_forward_time: 4.8083782196, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2679648399
validation[          , genome  5605] predictions:    9671/  10000 (96.71%), best:    9695/10000 (96.95%), error:      1119.43774, best error:      1048.47241 on epoch:    65, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 62.9022712708s, input_fired_time: 0.7832958102, output_fired_time: 0.4392277300, propagate_forward_time: 24.2017612457, propagate_backward_time: 35.9497833252, weight_update_time: 0.0614038445, other_time: 1.5282058716
epoch time: 5.1667351723s, input_fired_time: 0.0881798342, output_fired_time: 0.0000000000, propagate_forward_time: 4.8090949059, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2694602013
validation[          , genome  5605] predictions:    9662/  10000 (96.62%), best:    9695/10000 (96.95%), error:      1135.00647, best error:      1048.47241 on epoch:    65, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 62.6129608154s, input_fired_time: 0.7813025117, output_fired_time: 0.4368717968, propagate_forward_time: 24.0630283356, propagate_backward_time: 35.7926826477, weight_update_time: 0.0602886491, other_time: 1.5390739441
epoch time: 5.1655297279s, input_fired_time: 0.0881680176, output_fired_time: 0.0000000000, propagate_forward_time: 4.8073959351, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2699656487
validation[          , genome  5605] predictions:    9682/  10000 (96.82%), best:    9695/10000 (96.95%), error:      1084.45007, best error:      1048.47241 on epoch:    65, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 62.6270904541s, input_fired_time: 0.7834374905, output_fired_time: 0.4428513348, propagate_forward_time: 24.0980205536, propagate_backward_time: 35.7696189880, weight_update_time: 0.0601834506, other_time: 1.5331611633
epoch time: 5.1659784317s, input_fired_time: 0.0878482461, output_fired_time: 0.0000000000, propagate_forward_time: 4.8076777458, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2704524994
validation[          , genome  5605] predictions:    9661/  10000 (96.61%), best:    9695/10000 (96.95%), error:      1202.12329, best error:      1048.47241 on epoch:    65, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 62.7556037903s, input_fired_time: 0.7843137383, output_fired_time: 0.4470666945, propagate_forward_time: 24.1548538208, propagate_backward_time: 35.8349533081, weight_update_time: 0.0603319705, other_time: 1.5344161987
epoch time: 5.1758332253s, input_fired_time: 0.0883904994, output_fired_time: 0.0000000000, propagate_forward_time: 4.8137378693, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2737050056
validation[          , genome  5605] predictions:    9689/  10000 (96.89%), best:    9695/10000 (96.95%), error:      1063.28003, best error:      1048.47241 on epoch:    65, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 62.5834350586s, input_fired_time: 0.7845351696, output_fired_time: 0.4324665368, propagate_forward_time: 24.0821704865, propagate_backward_time: 35.7519950867, weight_update_time: 0.0600804985, other_time: 1.5322685242
epoch time: 5.1661863327s, input_fired_time: 0.0881074294, output_fired_time: 0.0000000000, propagate_forward_time: 4.8083381653, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2697405815
validation[          , genome  5605] predictions:    9667/  10000 (96.67%), best:    9695/10000 (96.95%), error:      1105.85730, best error:      1048.47241 on epoch:    65, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 62.8089065552s, input_fired_time: 0.7867077589, output_fired_time: 0.4463379383, propagate_forward_time: 24.1230239868, propagate_backward_time: 35.9285354614, weight_update_time: 0.0603403188, other_time: 1.5242996216
epoch time: 5.1687903404s, input_fired_time: 0.0892030075, output_fired_time: 0.0000000000, propagate_forward_time: 4.8082189560, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2713685036
validation[          , genome  5605] predictions:    9673/  10000 (96.73%), best:    9695/10000 (96.95%), error:      1095.22266, best error:      1048.47241 on epoch:    65, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 62.9077491760s, input_fired_time: 0.7856430411, output_fired_time: 0.4397889972, propagate_forward_time: 24.1364288330, propagate_backward_time: 36.0222015381, weight_update_time: 0.0602769814, other_time: 1.5236854553
epoch time: 5.1723489761s, input_fired_time: 0.0890091136, output_fired_time: 0.0000000000, propagate_forward_time: 4.8154973984, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2678422928
validation[          , genome  5605] predictions:    9703/  10000 (97.03%), best:    9703/10000 (97.03%), error:      1042.94788, best error:      1042.94788 on epoch:    96, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 62.6769256592s, input_fired_time: 0.7819032669, output_fired_time: 0.4356687963, propagate_forward_time: 24.0421295166, propagate_backward_time: 35.9040184021, weight_update_time: 0.0600691624, other_time: 1.5132064819
epoch time: 5.1661529541s, input_fired_time: 0.0890204683, output_fired_time: 0.0000000000, propagate_forward_time: 4.8067770004, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2703557014
validation[          , genome  5605] predictions:    9711/  10000 (97.11%), best:    9711/10000 (97.11%), error:      1024.96838, best error:      1024.96838 on epoch:    97, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 62.6838798523s, input_fired_time: 0.7854208946, output_fired_time: 0.4353659153, propagate_forward_time: 24.0442085266, propagate_backward_time: 35.9068679810, weight_update_time: 0.0600111745, other_time: 1.5120162964
epoch time: 5.1651639938s, input_fired_time: 0.0882947072, output_fired_time: 0.0000000000, propagate_forward_time: 4.8065943718, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2702751160
validation[          , genome  5605] predictions:    9657/  10000 (96.57%), best:    9711/10000 (97.11%), error:      1147.95068, best error:      1024.96838 on epoch:    97, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 62.6998100281s, input_fired_time: 0.7821903825, output_fired_time: 0.4361984134, propagate_forward_time: 24.0469131470, propagate_backward_time: 35.9095649719, weight_update_time: 0.0601364039, other_time: 1.5249404907
epoch time: 5.1781482697s, input_fired_time: 0.0883948803, output_fired_time: 0.0000000000, propagate_forward_time: 4.8180975914, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2716555595
validation[          , genome  5605] predictions:    9681/  10000 (96.81%), best:    9711/10000 (97.11%), error:      1097.36609, best error:      1024.96838 on epoch:    97, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 62.8616333008s, input_fired_time: 0.7866480947, output_fired_time: 0.4355315268, propagate_forward_time: 24.0857219696, propagate_backward_time: 36.0147171021, weight_update_time: 0.0603633747, other_time: 1.5390167236
epoch time: 5.1641497612s, input_fired_time: 0.0878666490, output_fired_time: 0.0000000000, propagate_forward_time: 4.8064060211, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2698769569
validation[          , genome  5605] predictions:    9651/  10000 (96.51%), best:    9711/10000 (97.11%), error:      1189.14856, best error:      1024.96838 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: 26.0123310089s, input_fired_time: 0.4603537321, output_fired_time: 0.0000000000, propagate_forward_time: 24.1436347961, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4083423615
best training[          , genome  5605] predictions:   49372/  50000 (98.74%), best:    9711/10000 (97.11%), error:      2514.90234, best error:      1024.96838 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: 5.1745915413s, input_fired_time: 0.0877351463, output_fired_time: 0.0000000000, propagate_forward_time: 4.8071670532, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2796893120
   testing[          , genome  5605] predictions:    9717/  10000 (97.17%), best:    9711/10000 (97.11%), error:       952.19617, best error:      1024.96838 on epoch:    97, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
23:16:52 (4282): called boinc_finish(0)

</stderr_txt>
]]>