Nameexact_genome_1533295503_164_10310_3
Workunit3901223
Created15 Aug 2018, 17:46:05 UTC
Sent15 Aug 2018, 18:55:48 UTC
Report deadline11 Jan 2019, 17:13:55 UTC
Received18 Aug 2018, 2:46:20 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID53797
Run time2 days 4 hours 37 min 5 sec
CPU time2 days 1 hours 31 min 1 sec
Validate stateInitial
Credit0.00
Device peak FLOPS3.87 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33

Stderr output

<core_client_version>7.2.42</core_client_version>
<![CDATA[
<stderr_txt>
ward_time: 666.5551147461, propagate_backward_time: 954.7098388672, weight_update_time: 0.7284996510, other_time: 35.5364379883
epoch time: 144.4129791260s, input_fired_time: 1.1659773588, output_fired_time: 0.0000000000, propagate_forward_time: 133.5988616943, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 9.6481475830
validation[          , genome 10310] predictions:    6116/  10000 (61.16%), best:    6159/10000 (61.59%), error:     11422.46094, best error:     11286.01465 on epoch:    13, epoch:   15/100, mu: 0.7684268355, learning_rate: 0.0001502329, weight_decay: 0.0002205974

epoch time: 1689.6978759766s, input_fired_time: 21.5721569061, output_fired_time: 6.8679070473, propagate_forward_time: 659.5905151367, propagate_backward_time: 946.4934692383, weight_update_time: 0.7134863734, other_time: 55.1738281250
epoch time: 140.3907775879s, input_fired_time: 1.1526564360, output_fired_time: 0.0000000000, propagate_forward_time: 131.6815643311, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 7.5565643311
validation[          , genome 10310] predictions:    6066/  10000 (60.66%), best:    6159/10000 (61.59%), error:     11406.64258, best error:     11286.01465 on epoch:    13, epoch:   16/100, mu: 0.7807987928, learning_rate: 0.0001389481, weight_decay: 0.0002078483

epoch time: 1669.8226318359s, input_fired_time: 21.4500656128, output_fired_time: 6.8429579735, propagate_forward_time: 655.6270141602, propagate_backward_time: 941.6195678711, weight_update_time: 0.7249626517, other_time: 44.2829589844
epoch time: 140.7187194824s, input_fired_time: 1.1842204332, output_fired_time: 0.0000000000, propagate_forward_time: 132.2482757568, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 7.2862243652
validation[          , genome 10310] predictions:    5783/  10000 (57.83%), best:    6159/10000 (61.59%), error:     12052.95898, best error:     11286.01465 on epoch:    13, epoch:   17/100, mu: 0.7924799323, learning_rate: 0.0001285109, weight_decay: 0.0001958360

epoch time: 1655.8342285156s, input_fired_time: 21.6271667480, output_fired_time: 6.8685965538, propagate_forward_time: 658.9066772461, propagate_backward_time: 943.7060546875, weight_update_time: 0.7193260193, other_time: 24.7256469727
epoch time: 135.5061340332s, input_fired_time: 1.1568870544, output_fired_time: 0.0000000000, propagate_forward_time: 131.7768707275, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5723724365
validation[          , genome 10310] predictions:    6022/  10000 (60.22%), best:    6159/10000 (61.59%), error:     11376.59766, best error:     11286.01465 on epoch:    13, epoch:   18/100, mu: 0.8035088778, learning_rate: 0.0001188578, weight_decay: 0.0001845180

epoch time: 1646.2900390625s, input_fired_time: 21.7235202789, output_fired_time: 6.8667259216, propagate_forward_time: 656.3097534180, propagate_backward_time: 946.6194458008, weight_update_time: 0.7110148668, other_time: 14.7706298828
epoch time: 135.3404388428s, input_fired_time: 1.1572555304, output_fired_time: 0.0000000000, propagate_forward_time: 131.6963806152, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4868011475
validation[          , genome 10310] predictions:    5864/  10000 (58.64%), best:    6159/10000 (61.59%), error:     11742.61426, best error:     11286.01465 on epoch:    13, epoch:   19/100, mu: 0.8139219880, learning_rate: 0.0001099297, weight_decay: 0.0001738540

epoch time: 1647.1062011719s, input_fired_time: 21.6907863617, output_fired_time: 6.8033986092, propagate_forward_time: 657.2031860352, propagate_backward_time: 946.3959960938, weight_update_time: 0.7311072946, other_time: 15.0128784180
epoch time: 136.1333465576s, input_fired_time: 1.1503387690, output_fired_time: 0.0000000000, propagate_forward_time: 132.4642944336, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5187072754
validation[          , genome 10310] predictions:    5957/  10000 (59.57%), best:    6159/10000 (61.59%), error:     11535.78809, best error:     11286.01465 on epoch:    13, epoch:   20/100, mu: 0.8237536550, learning_rate: 0.0001016723, weight_decay: 0.0001638064

epoch time: 1646.2396240234s, input_fired_time: 21.7489337921, output_fired_time: 6.7949571609, propagate_forward_time: 656.8562622070, propagate_backward_time: 946.1377563477, weight_update_time: 0.7167817950, other_time: 14.7017822266
epoch time: 135.7683410645s, input_fired_time: 1.1634763479, output_fired_time: 0.0000000000, propagate_forward_time: 132.1216278076, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4832305908
validation[          , genome 10310] predictions:    6201/  10000 (62.01%), best:    6201/10000 (62.01%), error:     11054.69922, best error:     11054.69922 on epoch:    21, epoch:   21/100, mu: 0.8330363631, learning_rate: 0.0000940351, weight_decay: 0.0001543395

epoch time: 1650.9447021484s, input_fired_time: 21.6409645081, output_fired_time: 6.8260588646, propagate_forward_time: 658.4439086914, propagate_backward_time: 949.3167724609, weight_update_time: 0.7186046243, other_time: 14.7169799805
epoch time: 135.7475128174s, input_fired_time: 1.1952042580, output_fired_time: 0.0000000000, propagate_forward_time: 132.0806732178, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4716339111
validation[          , genome 10310] predictions:    5943/  10000 (59.43%), best:    6201/10000 (62.01%), error:     11595.28320, best error:     11054.69922 on epoch:    21, epoch:   22/100, mu: 0.8418007493, learning_rate: 0.0000869716, weight_decay: 0.0001454196

epoch time: 1641.1512451172s, input_fired_time: 21.6615695953, output_fired_time: 6.8293390274, propagate_forward_time: 654.9612426758, propagate_backward_time: 942.9618530273, weight_update_time: 0.7318885922, other_time: 14.7371826172
epoch time: 135.5259704590s, input_fired_time: 1.1868035793, output_fired_time: 0.0000000000, propagate_forward_time: 131.8815002441, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4576721191
validation[          , genome 10310] predictions:    6264/  10000 (62.64%), best:    6264/10000 (62.64%), error:     10812.27832, best error:     10812.27832 on epoch:    23, epoch:   23/100, mu: 0.8500757217, learning_rate: 0.0000804387, weight_decay: 0.0001370153

epoch time: 1647.4584960938s, input_fired_time: 21.6228294373, output_fired_time: 6.9461812973, propagate_forward_time: 657.4433593750, propagate_backward_time: 946.6030883789, weight_update_time: 0.7122398615, other_time: 14.8430786133
epoch time: 135.2299499512s, input_fired_time: 1.1580790281, output_fired_time: 0.0000000000, propagate_forward_time: 131.5771636963, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4947052002
validation[          , genome 10310] predictions:    6096/  10000 (60.96%), best:    6264/10000 (62.64%), error:     11148.32715, best error:     10812.27832 on epoch:    23, epoch:   24/100, mu: 0.8578886986, learning_rate: 0.0000743965, weight_decay: 0.0001290967

epoch time: 1651.1903076172s, input_fired_time: 21.6648731232, output_fired_time: 6.8192973137, propagate_forward_time: 659.0163574219, propagate_backward_time: 948.3934936523, weight_update_time: 0.7226604819, other_time: 15.2962036133
epoch time: 135.9275817871s, input_fired_time: 1.1752436161, output_fired_time: 0.0000000000, propagate_forward_time: 132.1925201416, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5598144531
validation[          , genome 10310] predictions:    6196/  10000 (61.96%), best:    6264/10000 (62.64%), error:     10916.86035, best error:     10812.27832 on epoch:    23, epoch:   25/100, mu: 0.8652653694, learning_rate: 0.0000688081, weight_decay: 0.0001216358

epoch time: 1659.3957519531s, input_fired_time: 21.7020950317, output_fired_time: 6.8593335152, propagate_forward_time: 661.7183837891, propagate_backward_time: 948.9880371094, weight_update_time: 0.7264628410, other_time: 20.1278076172
epoch time: 135.4690551758s, input_fired_time: 1.1605721712, output_fired_time: 0.0000000000, propagate_forward_time: 131.8324127197, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4760742188
validation[          , genome 10310] predictions:    6212/  10000 (62.12%), best:    6264/10000 (62.64%), error:     10906.73828, best error:     10812.27832 on epoch:    23, epoch:   26/100, mu: 0.8722301722, learning_rate: 0.0000636396, weight_decay: 0.0001146060

epoch time: 1651.9381103516s, input_fired_time: 21.8789615631, output_fired_time: 6.8291645050, propagate_forward_time: 658.5197143555, propagate_backward_time: 949.7500000000, weight_update_time: 0.7200489044, other_time: 14.9602661133
epoch time: 137.9133758545s, input_fired_time: 1.1648858786, output_fired_time: 0.0000000000, propagate_forward_time: 134.2287292480, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5197601318
validation[          , genome 10310] predictions:    6292/  10000 (62.92%), best:    6292/10000 (62.92%), error:     10666.79492, best error:     10666.79492 on epoch:    27, epoch:   27/100, mu: 0.8788060546, learning_rate: 0.0000588593, weight_decay: 0.0001079825

epoch time: 1653.3581542969s, input_fired_time: 21.6623935699, output_fired_time: 6.8116049767, propagate_forward_time: 659.0278930664, propagate_backward_time: 950.7135009766, weight_update_time: 0.7232636213, other_time: 15.1427612305
epoch time: 136.4116973877s, input_fired_time: 1.2024426460, output_fired_time: 0.0000000000, propagate_forward_time: 132.6404876709, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5687713623
validation[          , genome 10310] predictions:    6312/  10000 (63.12%), best:    6312/10000 (63.12%), error:     10640.87891, best error:     10640.87891 on epoch:    28, epoch:   28/100, mu: 0.8850147724, learning_rate: 0.0000544380, weight_decay: 0.0001017418

epoch time: 1647.1290283203s, input_fired_time: 21.6799392700, output_fired_time: 6.7635955811, propagate_forward_time: 657.6199340820, propagate_backward_time: 946.1980590820, weight_update_time: 0.7347083092, other_time: 14.8675537109
epoch time: 135.6915588379s, input_fired_time: 1.1735017300, output_fired_time: 0.0000000000, propagate_forward_time: 132.0801086426, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4379425049
validation[          , genome 10310] predictions:    6324/  10000 (63.24%), best:    6312/10000 (63.12%), error:     10738.65918, best error:     10640.87891 on epoch:    28, epoch:   29/100, mu: 0.8908768296, learning_rate: 0.0000503489, weight_decay: 0.0000958618

epoch time: 1646.1448974609s, input_fired_time: 21.7502632141, output_fired_time: 6.8767685890, propagate_forward_time: 656.7877807617, propagate_backward_time: 945.8898315430, weight_update_time: 0.7189121842, other_time: 14.8403320312
epoch time: 134.9520568848s, input_fired_time: 1.1594320536, output_fired_time: 0.0000000000, propagate_forward_time: 131.2970581055, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4955596924
validation[          , genome 10310] predictions:    6410/  10000 (64.10%), best:    6410/10000 (64.10%), error:     10393.16895, best error:     10393.16895 on epoch:    30, epoch:   30/100, mu: 0.8964115381, learning_rate: 0.0000465669, weight_decay: 0.0000903216

epoch time: 1650.3161621094s, input_fired_time: 21.9597015381, output_fired_time: 6.8366665840, propagate_forward_time: 657.6904907227, propagate_backward_time: 949.0535278320, weight_update_time: 0.7166797519, other_time: 14.7757568359
epoch time: 136.0556945801s, input_fired_time: 1.1648725271, output_fired_time: 0.0000000000, propagate_forward_time: 132.4072723389, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4835510254
validation[          , genome 10310] predictions:    6208/  10000 (62.08%), best:    6410/10000 (64.10%), error:     10854.78418, best error:     10393.16895 on epoch:    30, epoch:   31/100, mu: 0.9016372561, learning_rate: 0.0000430690, weight_decay: 0.0000851016

epoch time: 1651.2460937500s, input_fired_time: 21.7928218842, output_fired_time: 6.8269567490, propagate_forward_time: 659.4165039062, propagate_backward_time: 948.2424926758, weight_update_time: 0.7235195041, other_time: 14.9673461914
epoch time: 136.0306243896s, input_fired_time: 1.1936939955, output_fired_time: 0.0000000000, propagate_forward_time: 132.4046478271, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4322814941
validation[          , genome 10310] predictions:    6468/  10000 (64.68%), best:    6468/10000 (64.68%), error:     10322.57617, best error:     10322.57617 on epoch:    32, epoch:   32/100, mu: 0.9065711498, learning_rate: 0.0000398338, weight_decay: 0.0000801833

epoch time: 1648.9936523438s, input_fired_time: 21.6583251953, output_fired_time: 6.7558422089, propagate_forward_time: 658.8041381836, propagate_backward_time: 946.9189453125, weight_update_time: 0.7356721759, other_time: 14.8563842773
epoch time: 135.4181213379s, input_fired_time: 1.1914739609, output_fired_time: 0.0000000000, propagate_forward_time: 131.7513885498, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4752655029
validation[          , genome 10310] predictions:    6386/  10000 (63.86%), best:    6468/10000 (64.68%), error:     10623.74023, best error:     10322.57617 on epoch:    32, epoch:   33/100, mu: 0.9112295508, learning_rate: 0.0000368417, weight_decay: 0.0000755492

epoch time: 1650.7906494141s, input_fired_time: 21.8365459442, output_fired_time: 6.8348937035, propagate_forward_time: 657.6610717773, propagate_backward_time: 949.7238769531, weight_update_time: 0.7014920115, other_time: 14.7343139648
epoch time: 136.0761566162s, input_fired_time: 1.1797828674, output_fired_time: 0.0000000000, propagate_forward_time: 132.4092559814, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4871215820
validation[          , genome 10310] predictions:    6427/  10000 (64.27%), best:    6468/10000 (64.68%), error:     10384.24414, best error:     10322.57617 on epoch:    32, epoch:   34/100, mu: 0.9156278372, learning_rate: 0.0000340743, weight_decay: 0.0000711830

epoch time: 1653.0639648438s, input_fired_time: 21.8108348846, output_fired_time: 6.8812179565, propagate_forward_time: 659.2227172852, propagate_backward_time: 950.3918457031, weight_update_time: 0.7006766200, other_time: 14.7573852539
epoch time: 135.0186614990s, input_fired_time: 1.1699525118, output_fired_time: 0.0000000000, propagate_forward_time: 131.3791046143, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4696044922
validation[          , genome 10310] predictions:    6347/  10000 (63.47%), best:    6468/10000 (64.68%), error:     10592.59668, best error:     10322.57617 on epoch:    32, epoch:   35/100, mu: 0.9197805524, learning_rate: 0.0000315148, weight_decay: 0.0000670691

epoch time: 1650.0101318359s, input_fired_time: 21.8937835693, output_fired_time: 6.8204941750, propagate_forward_time: 658.1805419922, propagate_backward_time: 948.4421386719, weight_update_time: 0.7092859149, other_time: 14.6732177734
epoch time: 135.9421844482s, input_fired_time: 1.1848907471, output_fired_time: 0.0000000000, propagate_forward_time: 132.2663879395, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4909057617
validation[          , genome 10310] predictions:    6333/  10000 (63.33%), best:    6468/10000 (64.68%), error:     10557.98340, best error:     10322.57617 on epoch:    32, epoch:   36/100, mu: 0.9237014055, learning_rate: 0.0000291475, weight_decay: 0.0000631929

epoch time: 1652.2498779297s, input_fired_time: 21.9098911285, output_fired_time: 6.8435559273, propagate_forward_time: 660.0848999023, propagate_backward_time: 948.4690551758, weight_update_time: 0.7130413055, other_time: 14.9425048828
epoch time: 136.3946075439s, input_fired_time: 1.2211838961, output_fired_time: 0.0000000000, propagate_forward_time: 132.7060241699, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4673919678
validation[          , genome 10310] predictions:    6438/  10000 (64.38%), best:    6468/10000 (64.68%), error:     10341.57324, best error:     10322.57617 on epoch:    32, epoch:   37/100, mu: 0.9274033308, learning_rate: 0.0000269581, weight_decay: 0.0000595408

epoch time: 1654.3710937500s, input_fired_time: 21.9702377319, output_fired_time: 6.7759008408, propagate_forward_time: 660.8049926758, propagate_backward_time: 949.8814086914, weight_update_time: 0.7227574587, other_time: 14.9385986328
epoch time: 135.7945098877s, input_fired_time: 1.2053811550, output_fired_time: 0.0000000000, propagate_forward_time: 132.1156158447, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4735107422
validation[          , genome 10310] predictions:    6466/  10000 (64.66%), best:    6466/10000 (64.66%), error:     10273.85742, best error:     10273.85742 on epoch:    38, epoch:   38/100, mu: 0.9308985472, learning_rate: 0.0000249331, weight_decay: 0.0000560997

epoch time: 1651.7789306641s, input_fired_time: 21.9602508545, output_fired_time: 6.8649811745, propagate_forward_time: 660.0099487305, propagate_backward_time: 948.1862182617, weight_update_time: 0.7277206182, other_time: 14.7575683594
epoch time: 136.0587005615s, input_fired_time: 1.2132107019, output_fired_time: 0.0000000000, propagate_forward_time: 132.3274078369, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5180816650
validation[          , genome 10310] predictions:    6378/  10000 (63.78%), best:    6466/10000 (64.66%), error:     10570.55469, best error:     10273.85742 on epoch:    38, epoch:   39/100, mu: 0.9341986179, learning_rate: 0.0000230603, weight_decay: 0.0000528575

epoch time: 1649.1531982422s, input_fired_time: 21.8704929352, output_fired_time: 6.8736982346, propagate_forward_time: 658.0230712891, propagate_backward_time: 947.3915405273, weight_update_time: 0.7257137299, other_time: 14.9944458008
epoch time: 135.8449707031s, input_fired_time: 1.2727655172, output_fired_time: 0.0000000000, propagate_forward_time: 132.0837097168, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4884948730
validation[          , genome 10310] predictions:    6487/  10000 (64.87%), best:    6487/10000 (64.87%), error:     10272.36035, best error:     10272.36035 on epoch:    40, epoch:   40/100, mu: 0.9373143911, learning_rate: 0.0000213281, weight_decay: 0.0000498027

epoch time: 1651.5435791016s, input_fired_time: 22.0540065765, output_fired_time: 6.8186612129, propagate_forward_time: 658.8832397461, propagate_backward_time: 948.9375610352, weight_update_time: 0.7238813639, other_time: 14.8502197266
epoch time: 136.7700805664s, input_fired_time: 1.1995263100, output_fired_time: 0.0000000000, propagate_forward_time: 133.0873565674, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4832000732
validation[          , genome 10310] predictions:    6438/  10000 (64.38%), best:    6438/10000 (64.38%), error:     10191.10547, best error:     10191.10547 on epoch:    41, epoch:   41/100, mu: 0.9402561784, learning_rate: 0.0000197260, weight_decay: 0.0000469244

epoch time: 1650.6450195312s, input_fired_time: 21.8029651642, output_fired_time: 6.8095130920, propagate_forward_time: 658.4149169922, propagate_backward_time: 948.7967529297, weight_update_time: 0.7051504254, other_time: 14.8208007812
epoch time: 135.2435760498s, input_fired_time: 1.1779417992, output_fired_time: 0.0000000000, propagate_forward_time: 131.5842132568, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4814147949
validation[          , genome 10310] predictions:    6529/  10000 (65.29%), best:    6529/10000 (65.29%), error:     10176.98438, best error:     10176.98438 on epoch:    42, epoch:   42/100, mu: 0.9430336952, learning_rate: 0.0000182443, weight_decay: 0.0000442125

epoch time: 1652.6978759766s, input_fired_time: 22.0173416138, output_fired_time: 6.8648247719, propagate_forward_time: 658.7329101562, propagate_backward_time: 950.2730712891, weight_update_time: 0.7198906541, other_time: 14.8096923828
epoch time: 135.1363067627s, input_fired_time: 1.1951302290, output_fired_time: 0.0000000000, propagate_forward_time: 131.4963989258, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4447784424
validation[          , genome 10310] predictions:    6487/  10000 (64.87%), best:    6529/10000 (65.29%), error:     10263.15723, best error:     10176.98438 on epoch:    42, epoch:   43/100, mu: 0.9456561804, learning_rate: 0.0000168739, weight_decay: 0.0000416573

epoch time: 1653.0543212891s, input_fired_time: 21.9244747162, output_fired_time: 6.8106503487, propagate_forward_time: 658.1930541992, propagate_backward_time: 951.3150634766, weight_update_time: 0.7112947702, other_time: 14.8110961914
epoch time: 135.9778137207s, input_fired_time: 1.1979244947, output_fired_time: 0.0000000000, propagate_forward_time: 132.3126525879, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4672393799
validation[          , genome 10310] predictions:    6576/  10000 (65.76%), best:    6576/10000 (65.76%), error:     10030.96094, best error:     10030.96094 on epoch:    44, epoch:   44/100, mu: 0.9481322169, learning_rate: 0.0000156064, weight_decay: 0.0000392498

epoch time: 1649.3497314453s, input_fired_time: 21.7915859222, output_fired_time: 6.8677206039, propagate_forward_time: 656.2308349609, propagate_backward_time: 949.6643066406, weight_update_time: 0.7133647799, other_time: 14.7952880859
epoch time: 136.6192779541s, input_fired_time: 1.2305985689, output_fired_time: 0.0000000000, propagate_forward_time: 132.9038391113, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4848327637
validation[          , genome 10310] predictions:    6499/  10000 (64.99%), best:    6576/10000 (65.76%), error:     10100.03613, best error:     10030.96094 on epoch:    44, epoch:   45/100, mu: 0.9504699707, learning_rate: 0.0000144341, weight_decay: 0.0000369814

epoch time: 1649.7386474609s, input_fired_time: 22.0052070618, output_fired_time: 6.7723817825, propagate_forward_time: 657.7669677734, propagate_backward_time: 948.5520629883, weight_update_time: 0.7213425040, other_time: 14.6420288086
epoch time: 135.4667510986s, input_fired_time: 1.2006930113, output_fired_time: 0.0000000000, propagate_forward_time: 131.7713928223, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4946594238
validation[          , genome 10310] predictions:    6576/  10000 (65.76%), best:    6576/10000 (65.76%), error:      9986.23926, best error:      9986.23926 on epoch:    46, epoch:   46/100, mu: 0.9526771903, learning_rate: 0.0000133499, weight_decay: 0.0000348441

epoch time: 1652.8377685547s, input_fired_time: 21.8347187042, output_fired_time: 6.9040489197, propagate_forward_time: 659.8992919922, propagate_backward_time: 949.4006347656, weight_update_time: 0.7222096324, other_time: 14.7990722656
epoch time: 135.8002166748s, input_fired_time: 1.2032639980, output_fired_time: 0.0000000000, propagate_forward_time: 132.1198577881, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4770965576
validation[          , genome 10310] predictions:    6456/  10000 (64.56%), best:    6576/10000 (65.76%), error:     10186.10449, best error:      9986.23926 on epoch:    46, epoch:   47/100, mu: 0.9547612071, learning_rate: 0.0000123471, weight_decay: 0.0000328303

epoch time: 1656.9569091797s, input_fired_time: 21.9825248718, output_fired_time: 6.8499970436, propagate_forward_time: 661.9412231445, propagate_backward_time: 951.3271484375, weight_update_time: 0.7199037671, other_time: 14.8560180664
epoch time: 134.4641113281s, input_fired_time: 1.1911983490, output_fired_time: 0.0000000000, propagate_forward_time: 130.8079986572, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4649200439
validation[          , genome 10310] predictions:    6635/  10000 (66.35%), best:    6635/10000 (66.35%), error:      9937.25977, best error:      9937.25977 on epoch:    48, epoch:   48/100, mu: 0.9567288160, learning_rate: 0.0000114196, weight_decay: 0.0000309330

epoch time: 1648.2446289062s, input_fired_time: 22.0052471161, output_fired_time: 6.8409013748, propagate_forward_time: 657.7468261719, propagate_backward_time: 946.9036254883, weight_update_time: 0.7221517563, other_time: 14.7479858398
epoch time: 135.7484130859s, input_fired_time: 1.2041696310, output_fired_time: 0.0000000000, propagate_forward_time: 132.0169372559, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5273132324
validation[          , genome 10310] predictions:    6577/  10000 (65.77%), best:    6635/10000 (66.35%), error:      9971.22656, best error:      9937.25977 on epoch:    48, epoch:   49/100, mu: 0.9585865736, learning_rate: 0.0000105618, weight_decay: 0.0000291452

epoch time: 1651.0527343750s, input_fired_time: 21.8744029999, output_fired_time: 6.7734866142, propagate_forward_time: 657.5958862305, propagate_backward_time: 949.9271850586, weight_update_time: 0.7171329260, other_time: 14.8818359375
epoch time: 135.1901092529s, input_fired_time: 1.2041360140, output_fired_time: 0.0000000000, propagate_forward_time: 131.5408782959, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4450988770
validation[          , genome 10310] predictions:    6523/  10000 (65.23%), best:    6635/10000 (66.35%), error:     10062.58398, best error:      9937.25977 on epoch:    48, epoch:   50/100, mu: 0.9603406191, learning_rate: 0.0000097685, weight_decay: 0.0000274608

epoch time: 1650.1738281250s, input_fired_time: 21.9654922485, output_fired_time: 6.8012480736, propagate_forward_time: 659.1289062500, propagate_backward_time: 947.6335449219, weight_update_time: 0.7026749849, other_time: 14.6446533203
epoch time: 135.3397979736s, input_fired_time: 1.1933293343, output_fired_time: 0.0000000000, propagate_forward_time: 131.7059936523, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4404754639
validation[          , genome 10310] predictions:    6590/  10000 (65.90%), best:    6590/10000 (65.90%), error:      9888.59961, best error:      9888.59961 on epoch:    51, epoch:   51/100, mu: 0.9619967341, learning_rate: 0.0000090347, weight_decay: 0.0000258738

epoch time: 1654.1822509766s, input_fired_time: 22.0802612305, output_fired_time: 6.9423952103, propagate_forward_time: 657.7840576172, propagate_backward_time: 952.5646972656, weight_update_time: 0.7279986143, other_time: 14.8109130859
epoch time: 136.6742553711s, input_fired_time: 1.2549272776, output_fired_time: 0.0000000000, propagate_forward_time: 132.8805236816, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5388031006
validation[          , genome 10310] predictions:    6598/  10000 (65.98%), best:    6590/10000 (65.90%), error:      9919.74805, best error:      9888.59961 on epoch:    51, epoch:   52/100, mu: 0.9635603428, learning_rate: 0.0000083561, weight_decay: 0.0000243784

epoch time: 1649.1828613281s, input_fired_time: 21.8259143829, output_fired_time: 6.8581275940, propagate_forward_time: 657.9841918945, propagate_backward_time: 947.6791992188, weight_update_time: 0.7072490454, other_time: 14.8353881836
epoch time: 135.1695404053s, input_fired_time: 1.1882408857, output_fired_time: 0.0000000000, propagate_forward_time: 131.5479125977, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4333801270
validation[          , genome 10310] predictions:    6626/  10000 (66.26%), best:    6626/10000 (66.26%), error:      9863.95410, best error:      9863.95410 on epoch:    53, epoch:   53/100, mu: 0.9650366306, learning_rate: 0.0000077284, weight_decay: 0.0000229695

epoch time: 1646.5345458984s, input_fired_time: 21.8841190338, output_fired_time: 6.7466998100, propagate_forward_time: 655.6948242188, propagate_backward_time: 947.3826293945, weight_update_time: 0.7121084929, other_time: 14.8262329102
epoch time: 136.1570739746s, input_fired_time: 1.1944024563, output_fired_time: 0.0000000000, propagate_forward_time: 132.5091857910, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4534912109
validation[          , genome 10310] predictions:    6528/  10000 (65.28%), best:    6626/10000 (66.26%), error:     10093.60254, best error:      9863.95410 on epoch:    53, epoch:   54/100, mu: 0.9664304852, learning_rate: 0.0000071479, weight_decay: 0.0000216420

epoch time: 1653.5034179688s, input_fired_time: 22.0088310242, output_fired_time: 6.8438611031, propagate_forward_time: 658.6230468750, propagate_backward_time: 951.3037719727, weight_update_time: 0.7075306773, other_time: 14.7239379883
epoch time: 135.8947601318s, input_fired_time: 1.2115830183, output_fired_time: 0.0000000000, propagate_forward_time: 132.2214050293, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4617767334
validation[          , genome 10310] predictions:    6631/  10000 (66.31%), best:    6626/10000 (66.26%), error:      9904.83008, best error:      9863.95410 on epoch:    53, epoch:   55/100, mu: 0.9677465558, learning_rate: 0.0000066110, weight_decay: 0.0000203913

epoch time: 1651.3952636719s, input_fired_time: 21.8381996155, output_fired_time: 6.8015670776, propagate_forward_time: 658.2562255859, propagate_backward_time: 949.7479858398, weight_update_time: 0.7047749758, other_time: 14.7512817383
epoch time: 134.9190216064s, input_fired_time: 1.1995465755, output_fired_time: 0.0000000000, propagate_forward_time: 131.2924499512, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4270324707
validation[          , genome 10310] predictions:    6641/  10000 (66.41%), best:    6641/10000 (66.41%), error:      9798.66699, best error:      9798.66699 on epoch:    56, epoch:   56/100, mu: 0.9689891338, learning_rate: 0.0000061144, weight_decay: 0.0000192128

epoch time: 1648.7459716797s, input_fired_time: 21.9446983337, output_fired_time: 6.9159383774, propagate_forward_time: 657.9240112305, propagate_backward_time: 947.2747802734, weight_update_time: 0.7152739763, other_time: 14.6865844727
epoch time: 136.4799346924s, input_fired_time: 1.2337968349, output_fired_time: 0.0000000000, propagate_forward_time: 132.7957305908, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4504089355
validation[          , genome 10310] predictions:    6653/  10000 (66.53%), best:    6653/10000 (66.53%), error:      9743.58594, best error:      9743.58594 on epoch:    57, epoch:   57/100, mu: 0.9701623321, learning_rate: 0.0000056551, weight_decay: 0.0000181024

epoch time: 1657.9318847656s, input_fired_time: 22.0174236298, output_fired_time: 6.8236045837, propagate_forward_time: 660.6312255859, propagate_backward_time: 953.6909179688, weight_update_time: 0.7204447985, other_time: 14.7686767578
epoch time: 135.7478179932s, input_fired_time: 1.2273362875, output_fired_time: 0.0000000000, propagate_forward_time: 132.0019836426, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5184936523
validation[          , genome 10310] predictions:    6635/  10000 (66.35%), best:    6653/10000 (66.53%), error:      9930.45996, best error:      9743.58594 on epoch:    57, epoch:   58/100, mu: 0.9712700248, learning_rate: 0.0000052303, weight_decay: 0.0000170562

epoch time: 1648.8822021484s, input_fired_time: 21.8750038147, output_fired_time: 6.8129334450, propagate_forward_time: 658.3553466797, propagate_backward_time: 947.0907592773, weight_update_time: 0.7013224959, other_time: 14.7481079102
epoch time: 136.4279632568s, input_fired_time: 1.2258155346, output_fired_time: 0.0000000000, propagate_forward_time: 132.6813201904, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5208282471
validation[          , genome 10310] predictions:    6682/  10000 (66.82%), best:    6653/10000 (66.53%), error:      9810.25977, best error:      9743.58594 on epoch:    57, epoch:   59/100, mu: 0.9723158479, learning_rate: 0.0000048374, weight_decay: 0.0000160705

epoch time: 1647.2016601562s, input_fired_time: 21.9545726776, output_fired_time: 6.8298463821, propagate_forward_time: 657.3259277344, propagate_backward_time: 946.4336547852, weight_update_time: 0.7003378868, other_time: 14.6576538086
epoch time: 135.1744689941s, input_fired_time: 1.2221758366, output_fired_time: 0.0000000000, propagate_forward_time: 131.4844207764, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4678649902
validation[          , genome 10310] predictions:    6665/  10000 (66.65%), best:    6665/10000 (66.65%), error:      9687.89941, best error:      9687.89941 on epoch:    60, epoch:   60/100, mu: 0.9733032584, learning_rate: 0.0000044741, weight_decay: 0.0000151417

epoch time: 1644.4576416016s, input_fired_time: 21.8813838959, output_fired_time: 6.7778534889, propagate_forward_time: 655.2607421875, propagate_backward_time: 945.8799438477, weight_update_time: 0.7165182233, other_time: 14.6577758789
epoch time: 135.8432922363s, input_fired_time: 1.2554837465, output_fired_time: 0.0000000000, propagate_forward_time: 132.1278991699, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4599151611
validation[          , genome 10310] predictions:    6699/  10000 (66.99%), best:    6699/10000 (66.99%), error:      9664.25879, best error:      9664.25879 on epoch:    61, epoch:   61/100, mu: 0.9742355347, learning_rate: 0.0000041380, weight_decay: 0.0000142666

epoch time: 1669.4967041016s, input_fired_time: 22.1567192078, output_fired_time: 7.0105414391, propagate_forward_time: 663.1845703125, propagate_backward_time: 962.2588500977, weight_update_time: 0.7030099034, other_time: 14.8860473633
epoch time: 137.2899322510s, input_fired_time: 1.2195048332, output_fired_time: 0.0000000000, propagate_forward_time: 133.5411987305, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5292358398
validation[          , genome 10310] predictions:    6668/  10000 (66.68%), best:    6699/10000 (66.99%), error:      9709.32617, best error:      9664.25879 on epoch:    61, epoch:   62/100, mu: 0.9751157761, learning_rate: 0.0000038272, weight_decay: 0.0000134421

epoch time: 1671.8887939453s, input_fired_time: 22.0731983185, output_fired_time: 6.9322762489, propagate_forward_time: 665.2211303711, propagate_backward_time: 962.5532836914, weight_update_time: 0.7352764010, other_time: 15.1088867188
epoch time: 135.6041717529s, input_fired_time: 1.2086329460, output_fired_time: 0.0000000000, propagate_forward_time: 131.8921661377, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5033721924
validation[          , genome 10310] predictions:    6600/  10000 (66.00%), best:    6699/10000 (66.99%), error:      9893.16992, best error:      9664.25879 on epoch:    61, epoch:   63/100, mu: 0.9759468436, learning_rate: 0.0000035397, weight_decay: 0.0000126652

epoch time: 1734.4122314453s, input_fired_time: 22.0716667175, output_fired_time: 6.8288044930, propagate_forward_time: 662.4013061523, propagate_backward_time: 947.1193847656, weight_update_time: 0.7074954510, other_time: 95.9909667969
epoch time: 144.8637084961s, input_fired_time: 1.2074879408, output_fired_time: 0.0000000000, propagate_forward_time: 131.0800781250, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 12.5761413574
validation[          , genome 10310] predictions:    6634/  10000 (66.34%), best:    6699/10000 (66.99%), error:      9726.91504, best error:      9664.25879 on epoch:    61, epoch:   64/100, mu: 0.9767315388, learning_rate: 0.0000032738, weight_decay: 0.0000119333

epoch time: 1724.8481445312s, input_fired_time: 21.8480358124, output_fired_time: 6.7655229568, propagate_forward_time: 656.1387329102, propagate_backward_time: 941.6470336914, weight_update_time: 0.7041383982, other_time: 98.4489135742
epoch time: 146.2045288086s, input_fired_time: 1.2188805342, output_fired_time: 0.0000000000, propagate_forward_time: 131.8682556152, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 13.1173858643
validation[          , genome 10310] predictions:    6710/  10000 (67.10%), best:    6699/10000 (66.99%), error:      9696.83008, best error:      9664.25879 on epoch:    61, epoch:   65/100, mu: 0.9774724245, learning_rate: 0.0000030279, weight_decay: 0.0000112436

epoch time: 1714.1636962891s, input_fired_time: 21.8709392548, output_fired_time: 6.7828536034, propagate_forward_time: 656.9040527344, propagate_backward_time: 940.3454589844, weight_update_time: 0.6991706491, other_time: 88.2603759766
epoch time: 148.1162872314s, input_fired_time: 1.2232767344, output_fired_time: 0.0000000000, propagate_forward_time: 132.5361785889, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 14.3568267822
validation[          , genome 10310] predictions:    6652/  10000 (66.52%), best:    6699/10000 (66.99%), error:      9718.87207, best error:      9664.25879 on epoch:    61, epoch:   66/100, mu: 0.9781719446, learning_rate: 0.0000028004, weight_decay: 0.0000105938

epoch time: 1827.8269042969s, input_fired_time: 22.0016098022, output_fired_time: 6.7782168388, propagate_forward_time: 661.0681762695, propagate_backward_time: 944.6388549805, weight_update_time: 0.7284002900, other_time: 193.3401489258
epoch time: 178.8167724609s, input_fired_time: 1.2415158749, output_fired_time: 0.0000000000, propagate_forward_time: 131.9956970215, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 45.5795593262
validation[          , genome 10310] predictions:    6557/  10000 (65.57%), best:    6699/10000 (66.99%), error:      9879.65430, best error:      9664.25879 on epoch:    61, epoch:   67/100, mu: 0.9788323641, learning_rate: 0.0000025901, weight_decay: 0.0000099815

epoch time: 2634.5905761719s, input_fired_time: 22.9695739746, output_fired_time: 7.4645881653, propagate_forward_time: 661.4022827148, propagate_backward_time: 957.9530639648, weight_update_time: 0.7303586006, other_time: 984.8010864258
epoch time: 299.5786743164s, input_fired_time: 1.7691378593, output_fired_time: 0.0000000000, propagate_forward_time: 132.3864288330, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 165.4231109619
validation[          , genome 10310] predictions:    6673/  10000 (66.73%), best:    6699/10000 (66.99%), error:      9749.29883, best error:      9664.25879 on epoch:    61, epoch:   68/100, mu: 0.9794559479, learning_rate: 0.0000023955, weight_decay: 0.0000094047

epoch time: 2662.4833984375s, input_fired_time: 31.4165000916, output_fired_time: 7.1292972565, propagate_forward_time: 657.7683105469, propagate_backward_time: 948.6463012695, weight_update_time: 0.7215589881, other_time: 1017.5228881836
epoch time: 150.2993164062s, input_fired_time: 1.2353464365, output_fired_time: 0.0000000000, propagate_forward_time: 132.1685638428, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 16.8954010010
validation[          , genome 10310] predictions:    6736/  10000 (67.36%), best:    6736/10000 (67.36%), error:      9632.29102, best error:      9632.29102 on epoch:    69, epoch:   69/100, mu: 0.9800447226, learning_rate: 0.0000022156, weight_decay: 0.0000088611

epoch time: 1731.1007080078s, input_fired_time: 21.8877220154, output_fired_time: 6.8008155823, propagate_forward_time: 658.6716918945, propagate_backward_time: 940.2843627930, weight_update_time: 0.7169865370, other_time: 103.4561157227
epoch time: 151.6389007568s, input_fired_time: 1.2504463196, output_fired_time: 0.0000000000, propagate_forward_time: 131.9736480713, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 18.4148101807
validation[          , genome 10310] predictions:    6704/  10000 (67.04%), best:    6704/10000 (67.04%), error:      9588.39941, best error:      9588.39941 on epoch:    70, epoch:   70/100, mu: 0.9806005955, learning_rate: 0.0000020492, weight_decay: 0.0000083490

epoch time: 1741.2076416016s, input_fired_time: 21.9939250946, output_fired_time: 6.7444019318, propagate_forward_time: 657.7079467773, propagate_backward_time: 941.2114868164, weight_update_time: 0.7039928436, other_time: 113.5499877930
epoch time: 154.8788757324s, input_fired_time: 1.2389703989, output_fired_time: 0.0000000000, propagate_forward_time: 131.8497467041, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 21.7901611328
validation[          , genome 10310] predictions:    6732/  10000 (67.32%), best:    6704/10000 (67.04%), error:      9617.34961, best error:      9588.39941 on epoch:    70, epoch:   71/100, mu: 0.9811254144, learning_rate: 0.0000018952, weight_decay: 0.0000078665

epoch time: 1740.4696044922s, input_fired_time: 22.2102260590, output_fired_time: 6.7598719597, propagate_forward_time: 659.6561279297, propagate_backward_time: 942.5042724609, weight_update_time: 0.7188246250, other_time: 109.3391113281
epoch time: 151.2322692871s, input_fired_time: 1.2225656509, output_fired_time: 0.0000000000, propagate_forward_time: 132.5120391846, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 17.4976654053
validation[          , genome 10310] predictions:    6683/  10000 (66.83%), best:    6704/10000 (67.04%), error:      9667.77734, best error:      9588.39941 on epoch:    70, epoch:   72/100, mu: 0.9816209674, learning_rate: 0.0000017529, weight_decay: 0.0000074119

epoch time: 1750.9300537109s, input_fired_time: 21.8934326172, output_fired_time: 6.7563366890, propagate_forward_time: 658.1547851562, propagate_backward_time: 941.7611694336, weight_update_time: 0.7334060073, other_time: 122.3643188477
epoch time: 157.2831573486s, input_fired_time: 1.2447382212, output_fired_time: 0.0000000000, propagate_forward_time: 134.7392425537, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 21.2991790771
validation[          , genome 10310] predictions:    6659/  10000 (66.59%), best:    6704/10000 (67.04%), error:      9730.22656, best error:      9588.39941 on epoch:    70, epoch:   73/100, mu: 0.9820888042, learning_rate: 0.0000016212, weight_decay: 0.0000069835

epoch time: 1800.5539550781s, input_fired_time: 22.2217178345, output_fired_time: 7.0069346428, propagate_forward_time: 687.4513549805, propagate_backward_time: 967.3481445312, weight_update_time: 0.7211134434, other_time: 116.5258789062
epoch time: 148.8841857910s, input_fired_time: 1.2521638870, output_fired_time: 0.0000000000, propagate_forward_time: 132.7801513672, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 14.8518676758
validation[          , genome 10310] predictions:    6696/  10000 (66.96%), best:    6704/10000 (67.04%), error:      9600.43066, best error:      9588.39941 on epoch:    70, epoch:   74/100, mu: 0.9825305343, learning_rate: 0.0000014994, weight_decay: 0.0000065799

epoch time: 1721.6467285156s, input_fired_time: 21.9215602875, output_fired_time: 6.7568826675, propagate_forward_time: 656.3651733398, propagate_backward_time: 940.1615600586, weight_update_time: 0.7029702663, other_time: 96.4417114258
epoch time: 150.2458953857s, input_fired_time: 1.2573020458, output_fired_time: 0.0000000000, propagate_forward_time: 133.6140594482, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 15.3745269775
validation[          , genome 10310] predictions:    6726/  10000 (67.26%), best:    6726/10000 (67.26%), error:      9581.41211, best error:      9581.41211 on epoch:    75, epoch:   75/100, mu: 0.9829475880, learning_rate: 0.0000013868, weight_decay: 0.0000061996

epoch time: 1722.8507080078s, input_fired_time: 21.9131813049, output_fired_time: 6.7690253258, propagate_forward_time: 656.2496337891, propagate_backward_time: 940.7469482422, weight_update_time: 0.7079832554, other_time: 97.1718750000
epoch time: 151.5637054443s, input_fired_time: 1.2101548910, output_fired_time: 0.0000000000, propagate_forward_time: 131.2945098877, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 19.0590362549
validation[          , genome 10310] predictions:    6703/  10000 (67.03%), best:    6726/10000 (67.26%), error:      9589.08789, best error:      9581.41211 on epoch:    75, epoch:   76/100, mu: 0.9833413959, learning_rate: 0.0000012826, weight_decay: 0.0000058413

epoch time: 1727.4451904297s, input_fired_time: 21.9533939362, output_fired_time: 6.7622623444, propagate_forward_time: 657.8822631836, propagate_backward_time: 942.8250732422, weight_update_time: 0.7029120326, other_time: 98.0223388672
epoch time: 148.0510253906s, input_fired_time: 1.2200373411, output_fired_time: 0.0000000000, propagate_forward_time: 131.5260772705, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 15.3049163818
validation[          , genome 10310] predictions:    6710/  10000 (67.10%), best:    6710/10000 (67.10%), error:      9578.49219, best error:      9578.49219 on epoch:    77, epoch:   77/100, mu: 0.9837132096, learning_rate: 0.0000011863, weight_decay: 0.0000055037

epoch time: 1729.9016113281s, input_fired_time: 22.0889797211, output_fired_time: 6.7940230370, propagate_forward_time: 657.9755249023, propagate_backward_time: 941.3676147461, weight_update_time: 0.7371198535, other_time: 101.6753540039
epoch time: 147.8704376221s, input_fired_time: 1.2372490168, output_fired_time: 0.0000000000, propagate_forward_time: 131.4276123047, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 15.2055816650
validation[          , genome 10310] predictions:    6704/  10000 (67.04%), best:    6710/10000 (67.10%), error:      9598.68066, best error:      9578.49219 on epoch:    77, epoch:   78/100, mu: 0.9840642214, learning_rate: 0.0000010972, weight_decay: 0.0000051857

epoch time: 1724.9876708984s, input_fired_time: 21.9185981750, output_fired_time: 6.7311058044, propagate_forward_time: 658.0272216797, propagate_backward_time: 941.2171630859, weight_update_time: 0.7122868299, other_time: 97.0936279297
epoch time: 152.3465576172s, input_fired_time: 1.2234998941, output_fired_time: 0.0000000000, propagate_forward_time: 131.9705657959, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 19.1524963379
validation[          , genome 10310] predictions:    6704/  10000 (67.04%), best:    6710/10000 (67.10%), error:      9580.02637, best error:      9578.49219 on epoch:    77, epoch:   79/100, mu: 0.9843956828, learning_rate: 0.0000010148, weight_decay: 0.0000048860

epoch time: 1738.4899902344s, input_fired_time: 21.9440956116, output_fired_time: 6.7601819038, propagate_forward_time: 659.9279785156, propagate_backward_time: 943.1012573242, weight_update_time: 0.7038437724, other_time: 106.7565307617
epoch time: 149.9269256592s, input_fired_time: 1.2210541964, output_fired_time: 0.0000000000, propagate_forward_time: 131.2185974121, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 17.4872741699
validation[          , genome 10310] predictions:    6728/  10000 (67.28%), best:    6728/10000 (67.28%), error:      9549.56445, best error:      9549.56445 on epoch:    80, epoch:   80/100, mu: 0.9847086072, learning_rate: 0.0000009385, weight_decay: 0.0000046036

epoch time: 1733.3095703125s, input_fired_time: 21.9641113281, output_fired_time: 6.7952990532, propagate_forward_time: 658.8542480469, propagate_backward_time: 943.6148071289, weight_update_time: 0.7653333545, other_time: 102.0811157227
epoch time: 150.2619628906s, input_fired_time: 1.2318913937, output_fired_time: 0.0000000000, propagate_forward_time: 131.9481964111, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 17.0818786621
validation[          , genome 10310] predictions:    6723/  10000 (67.23%), best:    6728/10000 (67.28%), error:      9568.07129, best error:      9549.56445 on epoch:    80, epoch:   81/100, mu: 0.9850040674, learning_rate: 0.0000008680, weight_decay: 0.0000043375

epoch time: 3444.7038574219s, input_fired_time: 26.6039009094, output_fired_time: 9.1798162460, propagate_forward_time: 666.8054809570, propagate_backward_time: 1003.5096435547, weight_update_time: 1.8241308928, other_time: 1738.6048583984
epoch time: 257.9115905762s, input_fired_time: 2.7714691162, output_fired_time: 0.0000000000, propagate_forward_time: 135.1900329590, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 119.9500885010
validation[          , genome 10310] predictions:    6727/  10000 (67.27%), best:    6728/10000 (67.28%), error:      9597.00586, best error:      9549.56445 on epoch:    80, epoch:   82/100, mu: 0.9852830172, learning_rate: 0.0000008028, weight_decay: 0.0000040869

epoch time: 2958.3171386719s, input_fired_time: 26.7961921692, output_fired_time: 11.3323593140, propagate_forward_time: 682.6131591797, propagate_backward_time: 1018.3248291016, weight_update_time: 1.0551662445, other_time: 1219.2508544922
epoch time: 286.0521240234s, input_fired_time: 2.7713556290, output_fired_time: 0.0000000000, propagate_forward_time: 134.9116363525, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 148.3691253662
validation[          , genome 10310] predictions:    6629/  10000 (66.29%), best:    6728/10000 (67.28%), error:      9756.23047, best error:      9549.56445 on epoch:    80, epoch:   83/100, mu: 0.9855464101, learning_rate: 0.0000007425, weight_decay: 0.0000038507

epoch time: 2802.4416503906s, input_fired_time: 31.7507095337, output_fired_time: 8.1996278763, propagate_forward_time: 661.6235961914, propagate_backward_time: 956.6712646484, weight_update_time: 0.7107024789, other_time: 1144.1964111328
epoch time: 176.5463409424s, input_fired_time: 1.2952511311, output_fired_time: 0.0000000000, propagate_forward_time: 132.1230163574, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 43.1280670166
validation[          , genome 10310] predictions:    6754/  10000 (67.54%), best:    6754/10000 (67.54%), error:      9522.56055, best error:      9522.56055 on epoch:    84, epoch:   84/100, mu: 0.9857950807, learning_rate: 0.0000006868, weight_decay: 0.0000036281

epoch time: 1823.1752929688s, input_fired_time: 21.9766769409, output_fired_time: 6.8184037209, propagate_forward_time: 657.7575683594, propagate_backward_time: 942.4731445312, weight_update_time: 0.7133708596, other_time: 194.1495361328
epoch time: 150.1040191650s, input_fired_time: 1.2302223444, output_fired_time: 0.0000000000, propagate_forward_time: 132.1334228516, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 16.7403717041
validation[          , genome 10310] predictions:    6748/  10000 (67.48%), best:    6754/10000 (67.54%), error:      9557.24316, best error:      9522.56055 on epoch:    84, epoch:   85/100, mu: 0.9860298634, learning_rate: 0.0000006352, weight_decay: 0.0000034184

epoch time: 1798.5089111328s, input_fired_time: 22.0767230988, output_fired_time: 6.8212866783, propagate_forward_time: 659.6647949219, propagate_backward_time: 943.1716918945, weight_update_time: 0.7064445615, other_time: 166.7743530273
epoch time: 150.4726562500s, input_fired_time: 1.2383378744, output_fired_time: 0.0000000000, propagate_forward_time: 131.3903350830, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 17.8439788818
validation[          , genome 10310] predictions:    6745/  10000 (67.45%), best:    6754/10000 (67.54%), error:      9541.48633, best error:      9522.56055 on epoch:    84, epoch:   86/100, mu: 0.9862515330, learning_rate: 0.0000005875, weight_decay: 0.0000032209

epoch time: 2173.1445312500s, input_fired_time: 22.0897464752, output_fired_time: 7.8761773109, propagate_forward_time: 660.1281127930, propagate_backward_time: 946.6454467773, weight_update_time: 0.7289783955, other_time: 536.4048461914
epoch time: 156.4439086914s, input_fired_time: 1.2740869522, output_fired_time: 0.0000000000, propagate_forward_time: 131.7564544678, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 23.4133605957
validation[          , genome 10310] predictions:    6734/  10000 (67.34%), best:    6754/10000 (67.54%), error:      9564.40918, best error:      9522.56055 on epoch:    84, epoch:   87/100, mu: 0.9864608645, learning_rate: 0.0000005433, weight_decay: 0.0000030347

epoch time: 1742.9582519531s, input_fired_time: 22.0089797974, output_fired_time: 6.7966175079, propagate_forward_time: 659.9026489258, propagate_backward_time: 944.6472778320, weight_update_time: 0.7144058943, other_time: 109.6027221680
epoch time: 152.1905212402s, input_fired_time: 1.2354130745, output_fired_time: 0.0000000000, propagate_forward_time: 132.3129730225, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 18.6421356201
validation[          , genome 10310] predictions:    6781/  10000 (67.81%), best:    6754/10000 (67.54%), error:      9524.54688, best error:      9522.56055 on epoch:    84, epoch:   88/100, mu: 0.9866584539, learning_rate: 0.0000005025, weight_decay: 0.0000028593

epoch time: 1733.9710693359s, input_fired_time: 21.9537506104, output_fired_time: 6.7957415581, propagate_forward_time: 658.9389648438, propagate_backward_time: 944.6334838867, weight_update_time: 0.7132242918, other_time: 101.6491088867
epoch time: 151.5223693848s, input_fired_time: 1.2369651794, output_fired_time: 0.0000000000, propagate_forward_time: 132.6098175049, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 17.6755828857
validation[          , genome 10310] predictions:    6761/  10000 (67.61%), best:    6754/10000 (67.54%), error:      9534.04785, best error:      9522.56055 on epoch:    84, epoch:   89/100, mu: 0.9868450165, learning_rate: 0.0000004648, weight_decay: 0.0000026941

epoch time: 1729.4268798828s, input_fired_time: 21.9849796295, output_fired_time: 6.7855029106, propagate_forward_time: 662.2674560547, propagate_backward_time: 946.6743164062, weight_update_time: 0.7091951966, other_time: 91.7145996094
epoch time: 150.2805175781s, input_fired_time: 1.2413908243, output_fired_time: 0.0000000000, propagate_forward_time: 133.6538696289, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 15.3852539062
validation[          , genome 10310] predictions:    6758/  10000 (67.58%), best:    6758/10000 (67.58%), error:      9494.85059, best error:      9494.85059 on epoch:    90, epoch:   90/100, mu: 0.9870212078, learning_rate: 0.0000004299, weight_decay: 0.0000025384

epoch time: 1730.7287597656s, input_fired_time: 22.0671710968, output_fired_time: 6.7852005959, propagate_forward_time: 660.7028808594, propagate_backward_time: 945.3182983398, weight_update_time: 0.7131277919, other_time: 95.8552856445
epoch time: 151.9021606445s, input_fired_time: 1.2335367203, output_fired_time: 0.0000000000, propagate_forward_time: 133.2022247314, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 17.4664001465
validation[          , genome 10310] predictions:    6774/  10000 (67.74%), best:    6758/10000 (67.58%), error:      9506.59277, best error:      9494.85059 on epoch:    90, epoch:   91/100, mu: 0.9871875048, learning_rate: 0.0000003976, weight_decay: 0.0000023917

epoch time: 1716.6523437500s, input_fired_time: 21.9336128235, output_fired_time: 6.7678494453, propagate_forward_time: 657.3139038086, propagate_backward_time: 941.4221191406, weight_update_time: 0.7043309212, other_time: 89.2148437500
epoch time: 146.6447601318s, input_fired_time: 1.2242736816, output_fired_time: 0.0000000000, propagate_forward_time: 131.4489440918, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 13.9715423584
validation[          , genome 10310] predictions:    6713/  10000 (67.13%), best:    6758/10000 (67.58%), error:      9594.99121, best error:      9494.85059 on epoch:    90, epoch:   92/100, mu: 0.9873445630, learning_rate: 0.0000003677, weight_decay: 0.0000022535

epoch time: 1712.8095703125s, input_fired_time: 21.9274902344, output_fired_time: 6.7406158447, propagate_forward_time: 658.9961547852, propagate_backward_time: 942.2763671875, weight_update_time: 0.7059665918, other_time: 82.8688964844
epoch time: 147.1759338379s, input_fired_time: 1.2325849533, output_fired_time: 0.0000000000, propagate_forward_time: 132.3218231201, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 13.6215209961
validation[          , genome 10310] predictions:    6764/  10000 (67.64%), best:    6758/10000 (67.58%), error:      9508.63867, best error:      9494.85059 on epoch:    90, epoch:   93/100, mu: 0.9874928594, learning_rate: 0.0000003401, weight_decay: 0.0000021232

epoch time: 1710.0065917969s, input_fired_time: 22.0346355438, output_fired_time: 6.7685246468, propagate_forward_time: 657.7543334961, propagate_backward_time: 942.8237304688, weight_update_time: 0.7187081575, other_time: 80.6253051758
epoch time: 145.0553283691s, input_fired_time: 1.2288318872, output_fired_time: 0.0000000000, propagate_forward_time: 131.5943603516, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 12.2321319580
validation[          , genome 10310] predictions:    6768/  10000 (67.68%), best:    6758/10000 (67.58%), error:      9518.65430, best error:      9494.85059 on epoch:    90, epoch:   94/100, mu: 0.9876328707, learning_rate: 0.0000003145, weight_decay: 0.0000020005

epoch time: 1700.8084716797s, input_fired_time: 22.0271816254, output_fired_time: 6.8141965866, propagate_forward_time: 657.6309814453, propagate_backward_time: 942.3712768555, weight_update_time: 0.7016230226, other_time: 71.9647827148
epoch time: 140.6428527832s, input_fired_time: 1.2271801233, output_fired_time: 0.0000000000, propagate_forward_time: 132.3552093506, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 7.0604705811
validation[          , genome 10310] predictions:    6793/  10000 (67.93%), best:    6758/10000 (67.58%), error:      9497.41016, best error:      9494.85059 on epoch:    90, epoch:   95/100, mu: 0.9877650738, learning_rate: 0.0000002909, weight_decay: 0.0000018849

epoch time: 1697.8681640625s, input_fired_time: 21.9578132629, output_fired_time: 6.7425241470, propagate_forward_time: 656.8326416016, propagate_backward_time: 943.0541992188, weight_update_time: 0.7343074679, other_time: 69.2810058594
epoch time: 144.7946777344s, input_fired_time: 1.2290192842, output_fired_time: 0.0000000000, propagate_forward_time: 132.3548431396, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 11.2108154297
validation[          , genome 10310] predictions:    6775/  10000 (67.75%), best:    6758/10000 (67.58%), error:      9501.18066, best error:      9494.85059 on epoch:    90, epoch:   96/100, mu: 0.9878898859, learning_rate: 0.0000002691, weight_decay: 0.0000017760

epoch time: 1677.1468505859s, input_fired_time: 22.0159568787, output_fired_time: 6.7775559425, propagate_forward_time: 658.6692504883, propagate_backward_time: 943.2664794922, weight_update_time: 0.7151686549, other_time: 46.4175415039
epoch time: 139.2601776123s, input_fired_time: 1.2620898485, output_fired_time: 0.0000000000, propagate_forward_time: 132.8835754395, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 5.1145172119
validation[          , genome 10310] predictions:    6757/  10000 (67.57%), best:    6758/10000 (67.58%), error:      9514.80957, best error:      9494.85059 on epoch:    90, epoch:   97/100, mu: 0.9880077243, learning_rate: 0.0000002489, weight_decay: 0.0000016733

epoch time: 1673.0042724609s, input_fired_time: 22.0662117004, output_fired_time: 6.7704663277, propagate_forward_time: 661.2987670898, propagate_backward_time: 944.0653076172, weight_update_time: 0.7006441951, other_time: 38.8035278320
epoch time: 139.4937438965s, input_fired_time: 1.2542699575, output_fired_time: 0.0000000000, propagate_forward_time: 131.9651489258, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 6.2743225098
validation[          , genome 10310] predictions:    6780/  10000 (67.80%), best:    6780/10000 (67.80%), error:      9480.87012, best error:      9480.87012 on epoch:    98, epoch:   98/100, mu: 0.9881189466, learning_rate: 0.0000002302, weight_decay: 0.0000015766

epoch time: 1711.5722656250s, input_fired_time: 22.0012302399, output_fired_time: 6.7666816711, propagate_forward_time: 659.2321777344, propagate_backward_time: 943.4100952148, weight_update_time: 0.7160832286, other_time: 80.1620483398
epoch time: 141.4253997803s, input_fired_time: 1.2214170694, output_fired_time: 0.0000000000, propagate_forward_time: 132.3570098877, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 7.8469696045
validation[          , genome 10310] predictions:    6748/  10000 (67.48%), best:    6780/10000 (67.80%), error:      9517.43945, best error:      9480.87012 on epoch:    98, epoch:   99/100, mu: 0.9882239699, learning_rate: 0.0000002129, weight_decay: 0.0000014855

epoch time: 1676.9799804688s, input_fired_time: 22.1329689026, output_fired_time: 6.8422479630, propagate_forward_time: 662.2250976562, propagate_backward_time: 947.0137329102, weight_update_time: 0.7062973380, other_time: 38.7659301758
epoch time: 139.9208679199s, input_fired_time: 1.2479269505, output_fired_time: 0.0000000000, propagate_forward_time: 133.0529632568, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 5.6199798584
validation[          , genome 10310] predictions:    6782/  10000 (67.82%), best:    6780/10000 (67.80%), error:      9488.30957, best error:      9480.87012 on epoch:    98, epoch:  100/100, mu: 0.9883231521, learning_rate: 0.0000001969, weight_decay: 0.0000013996

evaluating best weights on full training data.
evaluting training set with running mean/variance:
epoch time: 681.3271484375s, input_fired_time: 6.2137236595, output_fired_time: 0.0000000000, propagate_forward_time: 658.6064453125, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 16.5069580078
best training[          , genome 10310] predictions:   36184/  50000 (72.37%), best:    6780/10000 (67.80%), error:     42285.49219, best error:      9480.87012 on epoch:    98, epoch:  101/100, mu: 0.9884167910, learning_rate: 0.0000001821, weight_decay: 0.0000013188
evaluating best weights on test data.
evaluting test set with running mean/variance:
epoch time: 155.6777801514s, input_fired_time: 1.2458274364, output_fired_time: 0.0000000000, propagate_forward_time: 134.0344696045, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 20.3974761963
   testing[          , genome 10310] predictions:    6780/  10000 (67.80%), best:    6780/10000 (67.80%), error:      9480.87012, best error:      9480.87012 on epoch:    98, epoch:  101/100, mu: 0.9884167910, learning_rate: 0.0000001821, weight_decay: 0.0000013188
backpropagation finished successfully!
01:45:14 (25525): called boinc_finish(0)

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