Nameexact_genome_1512568488_42_6806_0
Workunit2605243
Created7 Dec 2017, 21:58:26 UTC
Sent7 Dec 2017, 22:04:23 UTC
Report deadline14 Dec 2017, 16:12:21 UTC
Received8 Dec 2017, 12:26:12 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID55829
Run time3 hours 15 min 21 sec
CPU time3 hours 12 min 46 sec
Validate stateValid
Credit1,688.89
Device peak FLOPS2.39 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size152.05 MB
Peak swap size152.99 MB
Peak disk usage1.21 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
66710

epoch time: 106.0815963745s, input_fired_time: 1.3602951765, output_fired_time: 1.0470064878, propagate_forward_time: 41.6097793579, propagate_backward_time: 58.3414573669, weight_update_time: 0.1777648479, other_time: 3.7230567932
epoch time: 9.1219129562s, input_fired_time: 0.1504284889, output_fired_time: 0.0000000000, propagate_forward_time: 8.3180370331, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6534471512
validation[          , genome  6806] predictions:    9645/  10000 (96.45%), best:    9645/10000 (96.45%), error:      1159.74353, best error:      1159.74353 on epoch:    14, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 106.2814178467s, input_fired_time: 1.3496962786, output_fired_time: 1.0518493652, propagate_forward_time: 41.6632804871, propagate_backward_time: 58.6074485779, weight_update_time: 0.1740469187, other_time: 3.6091461182
epoch time: 9.0911884308s, input_fired_time: 0.1547313035, output_fired_time: 0.0000000000, propagate_forward_time: 8.2511816025, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6852750778
validation[          , genome  6806] predictions:    9666/  10000 (96.66%), best:    9666/10000 (96.66%), error:      1090.08228, best error:      1090.08228 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 105.8679199219s, input_fired_time: 1.3542677164, output_fired_time: 1.0581313372, propagate_forward_time: 41.5733261108, propagate_backward_time: 58.2749938965, weight_update_time: 0.1758985519, other_time: 3.6072006226
epoch time: 9.1321372986s, input_fired_time: 0.1500696987, output_fired_time: 0.0000000000, propagate_forward_time: 8.3173589706, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6647090912
validation[          , genome  6806] predictions:    9655/  10000 (96.55%), best:    9666/10000 (96.66%), error:      1125.11682, best error:      1090.08228 on epoch:    15, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 106.0798492432s, input_fired_time: 1.3578958511, output_fired_time: 1.0737001896, propagate_forward_time: 41.5347976685, propagate_backward_time: 58.4790802002, weight_update_time: 0.1776802391, other_time: 3.6343765259
epoch time: 9.1087188721s, input_fired_time: 0.1502475441, output_fired_time: 0.0000000000, propagate_forward_time: 8.3130426407, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6454286575
validation[          , genome  6806] predictions:    9680/  10000 (96.80%), best:    9680/10000 (96.80%), error:      1059.76685, best error:      1059.76685 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 106.4958801270s, input_fired_time: 1.3744660616, output_fired_time: 1.0903192759, propagate_forward_time: 41.6586608887, propagate_backward_time: 58.6482009888, weight_update_time: 0.1768438369, other_time: 3.7242355347
epoch time: 9.1849699020s, input_fired_time: 0.1532732546, output_fired_time: 0.0000000000, propagate_forward_time: 8.3774795532, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6542167664
validation[          , genome  6806] predictions:    9665/  10000 (96.65%), best:    9680/10000 (96.80%), error:      1148.94702, best error:      1059.76685 on epoch:    17, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 106.5209045410s, input_fired_time: 1.3564927578, output_fired_time: 1.0430912971, propagate_forward_time: 41.8374137878, propagate_backward_time: 58.6606979370, weight_update_time: 0.1745298207, other_time: 3.6232109070
epoch time: 9.1489086151s, input_fired_time: 0.1548365951, output_fired_time: 0.0000000000, propagate_forward_time: 8.3081035614, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6859683990
validation[          , genome  6806] predictions:    9632/  10000 (96.32%), best:    9680/10000 (96.80%), error:      1128.29907, best error:      1059.76685 on epoch:    17, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 105.9063873291s, input_fired_time: 1.3560154438, output_fired_time: 1.0404391289, propagate_forward_time: 41.6627159119, propagate_backward_time: 58.2724227905, weight_update_time: 0.1756168902, other_time: 3.5747947693
epoch time: 9.1430692673s, input_fired_time: 0.1482935548, output_fired_time: 0.0000000000, propagate_forward_time: 8.3437585831, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6510171890
validation[          , genome  6806] predictions:    9383/  10000 (93.83%), best:    9680/10000 (96.80%), error:      2080.42603, best error:      1059.76685 on epoch:    17, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 106.2274169922s, input_fired_time: 1.3404260874, output_fired_time: 1.0532373190, propagate_forward_time: 41.6553459167, propagate_backward_time: 58.5305366516, weight_update_time: 0.1771435738, other_time: 3.6478729248
epoch time: 9.1923255920s, input_fired_time: 0.1488684267, output_fired_time: 0.0000000000, propagate_forward_time: 8.3545255661, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6889314651
validation[          , genome  6806] predictions:    9694/  10000 (96.94%), best:    9694/10000 (96.94%), error:      1028.96570, best error:      1028.96570 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 105.9405593872s, input_fired_time: 1.3403904438, output_fired_time: 1.0807743073, propagate_forward_time: 41.5351295471, propagate_backward_time: 58.4016532898, weight_update_time: 0.1740958393, other_time: 3.5826110840
epoch time: 9.3018693924s, input_fired_time: 0.1543387920, output_fired_time: 0.0000000000, propagate_forward_time: 8.5024137497, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6451168060
validation[          , genome  6806] predictions:    9692/  10000 (96.92%), best:    9692/10000 (96.92%), error:      1019.99640, best error:      1019.99640 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 106.1436920166s, input_fired_time: 1.3545999527, output_fired_time: 1.0971857309, propagate_forward_time: 41.7960700989, propagate_backward_time: 58.2742843628, weight_update_time: 0.1838458478, other_time: 3.6215553284
epoch time: 9.0788631439s, input_fired_time: 0.1524682641, output_fired_time: 0.0000000000, propagate_forward_time: 8.2639217377, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6624727249
validation[          , genome  6806] predictions:    9691/  10000 (96.91%), best:    9691/10000 (96.91%), error:      1017.08435, best error:      1017.08435 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 106.2364349365s, input_fired_time: 1.3708120584, output_fired_time: 1.0923924446, propagate_forward_time: 41.6396446228, propagate_backward_time: 58.5209617615, weight_update_time: 0.1865709126, other_time: 3.6126251221
epoch time: 9.0481290817s, input_fired_time: 0.1496239305, output_fired_time: 0.0000000000, propagate_forward_time: 8.2491121292, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6493930817
validation[          , genome  6806] predictions:    9696/  10000 (96.96%), best:    9696/10000 (96.96%), error:      1010.91217, best error:      1010.91217 on epoch:    24, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 106.0747604370s, input_fired_time: 1.3761959076, output_fired_time: 1.0384051800, propagate_forward_time: 41.7486114502, propagate_backward_time: 58.3140068054, weight_update_time: 0.1769078672, other_time: 3.5975379944
epoch time: 9.0456209183s, input_fired_time: 0.1505683959, output_fired_time: 0.0000000000, propagate_forward_time: 8.2483901978, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6466627121
validation[          , genome  6806] predictions:    9622/  10000 (96.22%), best:    9696/10000 (96.96%), error:      1298.00208, best error:      1010.91217 on epoch:    24, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 105.9380874634s, input_fired_time: 1.3561457396, output_fired_time: 1.0389733315, propagate_forward_time: 41.4720039368, propagate_backward_time: 58.4759902954, weight_update_time: 0.1789986938, other_time: 3.5949745178
epoch time: 9.0957965851s, input_fired_time: 0.1505117714, output_fired_time: 0.0000000000, propagate_forward_time: 8.2524919510, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6927928925
validation[          , genome  6806] predictions:    9650/  10000 (96.50%), best:    9696/10000 (96.96%), error:      1202.48755, best error:      1010.91217 on epoch:    24, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 106.1762466431s, input_fired_time: 1.3637061119, output_fired_time: 1.0468343496, propagate_forward_time: 41.5448913574, propagate_backward_time: 58.5681304932, weight_update_time: 0.1744363457, other_time: 3.6526794434
epoch time: 9.1487112045s, input_fired_time: 0.1535435766, output_fired_time: 0.0000000000, propagate_forward_time: 8.3429536819, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6522140503
validation[          , genome  6806] predictions:    9604/  10000 (96.04%), best:    9696/10000 (96.96%), error:      1333.39099, best error:      1010.91217 on epoch:    24, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 105.8016204834s, input_fired_time: 1.4381198883, output_fired_time: 1.0504504442, propagate_forward_time: 41.5911598206, propagate_backward_time: 58.1107673645, weight_update_time: 0.1747363508, other_time: 3.6111221313
epoch time: 9.1402349472s, input_fired_time: 0.1596788466, output_fired_time: 0.0000000000, propagate_forward_time: 8.3188495636, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6617069244
validation[          , genome  6806] predictions:    9706/  10000 (97.06%), best:    9706/10000 (97.06%), error:       995.32007, best error:       995.32007 on epoch:    28, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 106.1791458130s, input_fired_time: 1.3775535822, output_fired_time: 1.0512645245, propagate_forward_time: 41.6969528198, propagate_backward_time: 58.4099922180, weight_update_time: 0.1749233305, other_time: 3.6433830261
epoch time: 9.1765413284s, input_fired_time: 0.1508565545, output_fired_time: 0.0000000000, propagate_forward_time: 8.3545084000, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6711759567
validation[          , genome  6806] predictions:    9697/  10000 (96.97%), best:    9706/10000 (97.06%), error:      1000.35400, best error:       995.32007 on epoch:    28, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 106.3345642090s, input_fired_time: 1.3584574461, output_fired_time: 1.0498664379, propagate_forward_time: 41.7892913818, propagate_backward_time: 58.4767417908, weight_update_time: 0.1802759171, other_time: 3.6602058411
epoch time: 9.0726528168s, input_fired_time: 0.1537538171, output_fired_time: 0.0000000000, propagate_forward_time: 8.2695970535, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6493015289
validation[          , genome  6806] predictions:    9702/  10000 (97.02%), best:    9702/10000 (97.02%), error:       976.85614, best error:       976.85614 on epoch:    30, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 106.0620574951s, input_fired_time: 1.3607686758, output_fired_time: 1.0552997589, propagate_forward_time: 41.5177001953, propagate_backward_time: 58.5223808289, weight_update_time: 0.1769365370, other_time: 3.6059074402
epoch time: 9.1173200607s, input_fired_time: 0.1515144259, output_fired_time: 0.0000000000, propagate_forward_time: 8.3136177063, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6521883011
validation[          , genome  6806] predictions:    9666/  10000 (96.66%), best:    9702/10000 (97.02%), error:      1069.56824, best error:       976.85614 on epoch:    30, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 105.7959060669s, input_fired_time: 1.3688595295, output_fired_time: 1.0590807199, propagate_forward_time: 41.5483169556, propagate_backward_time: 58.2292098999, weight_update_time: 0.1749558449, other_time: 3.5904388428
epoch time: 9.1887493134s, input_fired_time: 0.1528784931, output_fired_time: 0.0000000000, propagate_forward_time: 8.3613271713, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6745433807
validation[          , genome  6806] predictions:    9681/  10000 (96.81%), best:    9702/10000 (97.02%), error:      1007.49713, best error:       976.85614 on epoch:    30, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 105.9123153687s, input_fired_time: 1.3729258776, output_fired_time: 1.0631890297, propagate_forward_time: 41.6077270508, propagate_backward_time: 58.2355155945, weight_update_time: 0.2149822116, other_time: 3.6329612732
epoch time: 9.0555191040s, input_fired_time: 0.1539962590, output_fired_time: 0.0000000000, propagate_forward_time: 8.2445468903, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6569757462
validation[          , genome  6806] predictions:    9702/  10000 (97.02%), best:    9702/10000 (97.02%), error:       983.59424, best error:       976.85614 on epoch:    30, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 106.2406463623s, input_fired_time: 1.3540108204, output_fired_time: 1.0538475513, propagate_forward_time: 41.5833625793, propagate_backward_time: 58.6127243042, weight_update_time: 0.1754088700, other_time: 3.6366996765
epoch time: 9.1163692474s, input_fired_time: 0.1641325951, output_fired_time: 0.0000000000, propagate_forward_time: 8.2856006622, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6666355133
validation[          , genome  6806] predictions:    9660/  10000 (96.60%), best:    9702/10000 (97.02%), error:      1082.46240, best error:       976.85614 on epoch:    30, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 106.4097137451s, input_fired_time: 1.3889729977, output_fired_time: 1.0490099192, propagate_forward_time: 41.7450942993, propagate_backward_time: 58.5718116760, weight_update_time: 0.1785394400, other_time: 3.6548271179
epoch time: 9.3290205002s, input_fired_time: 0.1599877626, output_fired_time: 0.0000000000, propagate_forward_time: 8.4660453796, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7029876709
validation[          , genome  6806] predictions:    9662/  10000 (96.62%), best:    9702/10000 (97.02%), error:      1070.07275, best error:       976.85614 on epoch:    30, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 106.4995498657s, input_fired_time: 1.3668922186, output_fired_time: 1.0860601664, propagate_forward_time: 41.7452316284, propagate_backward_time: 58.6657943726, weight_update_time: 0.1857672632, other_time: 3.6355743408
epoch time: 9.1918249130s, input_fired_time: 0.1586712748, output_fired_time: 0.0000000000, propagate_forward_time: 8.3727121353, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6604413986
validation[          , genome  6806] predictions:    9607/  10000 (96.07%), best:    9702/10000 (97.02%), error:      1259.82654, best error:       976.85614 on epoch:    30, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 106.2634963989s, input_fired_time: 1.3673567772, output_fired_time: 1.0607812405, propagate_forward_time: 41.7886276245, propagate_backward_time: 58.4306755066, weight_update_time: 0.1747335643, other_time: 3.6160545349
epoch time: 9.1297540665s, input_fired_time: 0.1553324014, output_fired_time: 0.0000000000, propagate_forward_time: 8.3037681580, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6706533432
validation[          , genome  6806] predictions:    9696/  10000 (96.96%), best:    9696/10000 (96.96%), error:       939.17212, best error:       939.17212 on epoch:    37, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 105.9923019409s, input_fired_time: 1.3577928543, output_fired_time: 1.0499123335, propagate_forward_time: 41.7807044983, propagate_backward_time: 58.1537399292, weight_update_time: 0.1747558266, other_time: 3.6501502991
epoch time: 9.2036190033s, input_fired_time: 0.1828804165, output_fired_time: 0.0000000000, propagate_forward_time: 8.3539390564, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6667995453
validation[          , genome  6806] predictions:    9668/  10000 (96.68%), best:    9696/10000 (96.96%), error:      1101.68103, best error:       939.17212 on epoch:    37, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 106.0462799072s, input_fired_time: 1.3752825260, output_fired_time: 1.0523622036, propagate_forward_time: 41.5286026001, propagate_backward_time: 58.4244117737, weight_update_time: 0.1769072562, other_time: 3.6656227112
epoch time: 9.2663698196s, input_fired_time: 0.1535670012, output_fired_time: 0.0000000000, propagate_forward_time: 8.4410181046, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6717844009
validation[          , genome  6806] predictions:    9727/  10000 (97.27%), best:    9727/10000 (97.27%), error:       907.99841, best error:       907.99841 on epoch:    39, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 106.1671066284s, input_fired_time: 1.3783184290, output_fired_time: 1.0769822598, propagate_forward_time: 41.6742248535, propagate_backward_time: 58.4094619751, weight_update_time: 0.1765243858, other_time: 3.6281204224
epoch time: 9.1431016922s, input_fired_time: 0.1527897418, output_fired_time: 0.0000000000, propagate_forward_time: 8.3312988281, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6590127945
validation[          , genome  6806] predictions:    9658/  10000 (96.58%), best:    9727/10000 (97.27%), error:      1103.13062, best error:       907.99841 on epoch:    39, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 106.4598617554s, input_fired_time: 1.3727940321, output_fired_time: 1.0583847761, propagate_forward_time: 41.8724136353, propagate_backward_time: 58.5279350281, weight_update_time: 0.1760891378, other_time: 3.6283302307
epoch time: 9.1415681839s, input_fired_time: 0.1582783759, output_fired_time: 0.0000000000, propagate_forward_time: 8.2822141647, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7010755539
validation[          , genome  6806] predictions:    9681/  10000 (96.81%), best:    9727/10000 (97.27%), error:      1019.68420, best error:       907.99841 on epoch:    39, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 106.5690994263s, input_fired_time: 1.3847746849, output_fired_time: 1.0672692060, propagate_forward_time: 42.0826873779, propagate_backward_time: 58.3597373962, weight_update_time: 0.1760895699, other_time: 3.6746330261
epoch time: 9.3357868195s, input_fired_time: 0.1527684927, output_fired_time: 0.0000000000, propagate_forward_time: 8.5248174667, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6582012177
validation[          , genome  6806] predictions:    9674/  10000 (96.74%), best:    9727/10000 (97.27%), error:      1052.60229, best error:       907.99841 on epoch:    39, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 105.8799285889s, input_fired_time: 1.3764920235, output_fired_time: 1.0433931351, propagate_forward_time: 41.5927314758, propagate_backward_time: 58.2455215454, weight_update_time: 0.1775332689, other_time: 3.6217842102
epoch time: 9.0634460449s, input_fired_time: 0.1538562328, output_fired_time: 0.0000000000, propagate_forward_time: 8.2597675323, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6498222351
validation[          , genome  6806] predictions:    9722/  10000 (97.22%), best:    9722/10000 (97.22%), error:       907.54913, best error:       907.54913 on epoch:    43, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 106.0496292114s, input_fired_time: 1.3751181364, output_fired_time: 1.0563982725, propagate_forward_time: 41.6705360413, propagate_backward_time: 58.3328285217, weight_update_time: 0.1756255031, other_time: 3.6147537231
epoch time: 9.2359533310s, input_fired_time: 0.1588335931, output_fired_time: 0.0000000000, propagate_forward_time: 8.3901853561, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6869344711
validation[          , genome  6806] predictions:    9661/  10000 (96.61%), best:    9722/10000 (97.22%), error:      1135.80359, best error:       907.54913 on epoch:    43, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 106.4119949341s, input_fired_time: 1.4515790939, output_fired_time: 1.0931187868, propagate_forward_time: 41.8520011902, propagate_backward_time: 58.3460998535, weight_update_time: 0.1841389090, other_time: 3.6692008972
epoch time: 9.1241827011s, input_fired_time: 0.1542648971, output_fired_time: 0.0000000000, propagate_forward_time: 8.3129787445, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6569395065
validation[          , genome  6806] predictions:    9695/  10000 (96.95%), best:    9722/10000 (97.22%), error:       953.53204, best error:       907.54913 on epoch:    43, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 106.3347396851s, input_fired_time: 1.3753463030, output_fired_time: 1.0492392778, propagate_forward_time: 41.8049850464, propagate_backward_time: 58.3490295410, weight_update_time: 0.1791750342, other_time: 3.7561416626
epoch time: 9.1614484787s, input_fired_time: 0.1532472074, output_fired_time: 0.0000000000, propagate_forward_time: 8.3501005173, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6581010818
validation[          , genome  6806] predictions:    9706/  10000 (97.06%), best:    9722/10000 (97.22%), error:       950.67456, best error:       907.54913 on epoch:    43, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 106.9456253052s, input_fired_time: 1.3957494497, output_fired_time: 1.0594141483, propagate_forward_time: 41.9512214661, propagate_backward_time: 58.8594360352, weight_update_time: 0.1804152578, other_time: 3.6797981262
epoch time: 9.1758823395s, input_fired_time: 0.1579769999, output_fired_time: 0.0000000000, propagate_forward_time: 8.3461599350, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6717453003
validation[          , genome  6806] predictions:    9734/  10000 (97.34%), best:    9734/10000 (97.34%), error:       852.85938, best error:       852.85938 on epoch:    47, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 106.4244384766s, input_fired_time: 1.3673962355, output_fired_time: 1.1232396364, propagate_forward_time: 41.6434097290, propagate_backward_time: 58.6060867310, weight_update_time: 0.1772855371, other_time: 3.6843109131
epoch time: 9.1839466095s, input_fired_time: 0.1718260199, output_fired_time: 0.0000000000, propagate_forward_time: 8.3462362289, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6658840179
validation[          , genome  6806] predictions:    9659/  10000 (96.59%), best:    9734/10000 (97.34%), error:      1107.00879, best error:       852.85938 on epoch:    47, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 106.4136734009s, input_fired_time: 1.3877100945, output_fired_time: 1.0484929085, propagate_forward_time: 41.8771629333, propagate_backward_time: 58.4745445251, weight_update_time: 0.1773516983, other_time: 3.6257629395
epoch time: 9.4909648895s, input_fired_time: 0.1709915400, output_fired_time: 0.0000000000, propagate_forward_time: 8.6374216080, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6825513840
validation[          , genome  6806] predictions:    9729/  10000 (97.29%), best:    9734/10000 (97.34%), error:       903.31696, best error:       852.85938 on epoch:    47, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 106.5552368164s, input_fired_time: 1.3868440390, output_fired_time: 1.0561656952, propagate_forward_time: 41.8900794983, propagate_backward_time: 58.5472450256, weight_update_time: 0.1797569245, other_time: 3.6749038696
epoch time: 9.0733003616s, input_fired_time: 0.1629039198, output_fired_time: 0.0000000000, propagate_forward_time: 8.2425708771, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6678256989
validation[          , genome  6806] predictions:    9714/  10000 (97.14%), best:    9734/10000 (97.34%), error:       933.88440, best error:       852.85938 on epoch:    47, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 105.9609069824s, input_fired_time: 1.3724896908, output_fired_time: 1.0632108450, propagate_forward_time: 41.5065994263, propagate_backward_time: 58.3730239868, weight_update_time: 0.1786900312, other_time: 3.6455841064
epoch time: 9.2211484909s, input_fired_time: 0.1572532803, output_fired_time: 0.0000000000, propagate_forward_time: 8.3787117004, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6851835251
validation[          , genome  6806] predictions:    9723/  10000 (97.23%), best:    9734/10000 (97.34%), error:       920.52588, best error:       852.85938 on epoch:    47, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 106.0437088013s, input_fired_time: 1.3799333572, output_fired_time: 1.0503796339, propagate_forward_time: 41.5164871216, propagate_backward_time: 58.3913650513, weight_update_time: 0.1763247550, other_time: 3.7055435181
epoch time: 9.2042093277s, input_fired_time: 0.1553678364, output_fired_time: 0.0000000000, propagate_forward_time: 8.3876199722, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6612215042
validation[          , genome  6806] predictions:    9695/  10000 (96.95%), best:    9734/10000 (97.34%), error:       991.28546, best error:       852.85938 on epoch:    47, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 106.3840332031s, input_fired_time: 1.3910363913, output_fired_time: 1.0674885511, propagate_forward_time: 41.8340492249, propagate_backward_time: 58.4662208557, weight_update_time: 0.1764592379, other_time: 3.6252365112
epoch time: 9.1567630768s, input_fired_time: 0.1591116488, output_fired_time: 0.0000000000, propagate_forward_time: 8.3256540298, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6719970703
validation[          , genome  6806] predictions:    9656/  10000 (96.56%), best:    9734/10000 (97.34%), error:      1151.25024, best error:       852.85938 on epoch:    47, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 106.1089248657s, input_fired_time: 1.3745441437, output_fired_time: 1.0521577597, propagate_forward_time: 41.6271247864, propagate_backward_time: 58.4158821106, weight_update_time: 0.1754329056, other_time: 3.6392211914
epoch time: 9.0921688080s, input_fired_time: 0.1565101445, output_fired_time: 0.0000000000, propagate_forward_time: 8.2761840820, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6594743729
validation[          , genome  6806] predictions:    9654/  10000 (96.54%), best:    9734/10000 (97.34%), error:      1122.29248, best error:       852.85938 on epoch:    47, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 106.3785552979s, input_fired_time: 1.3807497025, output_fired_time: 1.0587676764, propagate_forward_time: 41.8556518555, propagate_backward_time: 58.4572639465, weight_update_time: 0.1776991636, other_time: 3.6261177063
epoch time: 9.1340703964s, input_fired_time: 0.1592179984, output_fired_time: 0.0000000000, propagate_forward_time: 8.3223514557, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6525011063
validation[          , genome  6806] predictions:    9727/  10000 (97.27%), best:    9734/10000 (97.34%), error:       922.66425, best error:       852.85938 on epoch:    47, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 106.2411727905s, input_fired_time: 1.3856459856, output_fired_time: 1.0600885153, propagate_forward_time: 41.4798812866, propagate_backward_time: 58.6610984802, weight_update_time: 0.1757384688, other_time: 3.6544609070
epoch time: 9.0778560638s, input_fired_time: 0.1575237364, output_fired_time: 0.0000000000, propagate_forward_time: 8.2636041641, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6567277908
validation[          , genome  6806] predictions:    9733/  10000 (97.33%), best:    9734/10000 (97.34%), error:       900.99475, best error:       852.85938 on epoch:    47, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 106.3901290894s, input_fired_time: 1.4232250452, output_fired_time: 1.0448778868, propagate_forward_time: 41.7821655273, propagate_backward_time: 58.4914321899, weight_update_time: 0.1775932610, other_time: 3.6484298706
epoch time: 9.0624666214s, input_fired_time: 0.1538724154, output_fired_time: 0.0000000000, propagate_forward_time: 8.2576465607, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6509475708
validation[          , genome  6806] predictions:    9637/  10000 (96.37%), best:    9734/10000 (97.34%), error:      1088.44702, best error:       852.85938 on epoch:    47, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 106.4007568359s, input_fired_time: 1.4216213226, output_fired_time: 1.0550552607, propagate_forward_time: 41.7985000610, propagate_backward_time: 58.4893341064, weight_update_time: 0.1756184846, other_time: 3.6362457275
epoch time: 9.1211977005s, input_fired_time: 0.1572912037, output_fired_time: 0.0000000000, propagate_forward_time: 8.3014049530, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6625013351
validation[          , genome  6806] predictions:    9699/  10000 (96.99%), best:    9734/10000 (97.34%), error:       949.78796, best error:       852.85938 on epoch:    47, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 106.3274841309s, input_fired_time: 1.4022724628, output_fired_time: 1.0577850342, propagate_forward_time: 41.8935279846, propagate_backward_time: 58.1891021729, weight_update_time: 0.1799927056, other_time: 3.7847938538
epoch time: 9.1204662323s, input_fired_time: 0.1566799879, output_fired_time: 0.0000000000, propagate_forward_time: 8.2979249954, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6658611298
validation[          , genome  6806] predictions:    9695/  10000 (96.95%), best:    9734/10000 (97.34%), error:       975.43372, best error:       852.85938 on epoch:    47, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 106.1281585693s, input_fired_time: 1.3888012171, output_fired_time: 1.0579208136, propagate_forward_time: 41.6993789673, propagate_backward_time: 58.3445549011, weight_update_time: 0.1779567003, other_time: 3.6375007629
epoch time: 9.1817522049s, input_fired_time: 0.1560145766, output_fired_time: 0.0000000000, propagate_forward_time: 8.3334932327, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6922445297
validation[          , genome  6806] predictions:    9684/  10000 (96.84%), best:    9734/10000 (97.34%), error:      1028.12476, best error:       852.85938 on epoch:    47, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 106.2895050049s, input_fired_time: 1.3892047405, output_fired_time: 1.0516840219, propagate_forward_time: 41.7388038635, propagate_backward_time: 58.4541931152, weight_update_time: 0.1802784950, other_time: 3.6556205750
epoch time: 9.2511634827s, input_fired_time: 0.1589486599, output_fired_time: 0.0000000000, propagate_forward_time: 8.4249963760, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6672182083
validation[          , genome  6806] predictions:    9696/  10000 (96.96%), best:    9734/10000 (97.34%), error:      1012.02295, best error:       852.85938 on epoch:    47, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 106.0602798462s, input_fired_time: 1.3900347948, output_fired_time: 1.0574351549, propagate_forward_time: 41.6026992798, propagate_backward_time: 58.3941307068, weight_update_time: 0.1758871824, other_time: 3.6159782410
epoch time: 9.1635961533s, input_fired_time: 0.1590313166, output_fired_time: 0.0000000000, propagate_forward_time: 8.3453807831, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6591844559
validation[          , genome  6806] predictions:    9729/  10000 (97.29%), best:    9734/10000 (97.34%), error:       875.76288, best error:       852.85938 on epoch:    47, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 106.0034484863s, input_fired_time: 1.3864310980, output_fired_time: 1.0450973511, propagate_forward_time: 41.5327529907, propagate_backward_time: 58.4190559387, weight_update_time: 0.1770679951, other_time: 3.6201133728
epoch time: 9.1891317368s, input_fired_time: 0.1613150984, output_fired_time: 0.0000000000, propagate_forward_time: 8.3545465469, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6732702255
validation[          , genome  6806] predictions:    9677/  10000 (96.77%), best:    9734/10000 (97.34%), error:      1028.62988, best error:       852.85938 on epoch:    47, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 106.5893936157s, input_fired_time: 1.3911887407, output_fired_time: 1.0679998398, propagate_forward_time: 41.8751487732, propagate_backward_time: 58.5939254761, weight_update_time: 0.1763028651, other_time: 3.6611289978
epoch time: 9.2010354996s, input_fired_time: 0.1649785191, output_fired_time: 0.0000000000, propagate_forward_time: 8.3569564819, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6791000366
validation[          , genome  6806] predictions:    9717/  10000 (97.17%), best:    9734/10000 (97.34%), error:       922.83435, best error:       852.85938 on epoch:    47, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 106.4855194092s, input_fired_time: 1.3921365738, output_fired_time: 1.0735547543, propagate_forward_time: 41.8682212830, propagate_backward_time: 58.4842834473, weight_update_time: 0.1775721610, other_time: 3.6673240662
epoch time: 9.1308870316s, input_fired_time: 0.1570318192, output_fired_time: 0.0000000000, propagate_forward_time: 8.2969942093, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6768608093
validation[          , genome  6806] predictions:    9719/  10000 (97.19%), best:    9734/10000 (97.34%), error:       965.11615, best error:       852.85938 on epoch:    47, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 106.3848419189s, input_fired_time: 1.3941587210, output_fired_time: 1.0835776329, propagate_forward_time: 41.7382545471, propagate_backward_time: 58.5122222900, weight_update_time: 0.1759285182, other_time: 3.6566276550
epoch time: 9.1808929443s, input_fired_time: 0.1596752256, output_fired_time: 0.0000000000, propagate_forward_time: 8.3560895920, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6651277542
validation[          , genome  6806] predictions:    9695/  10000 (96.95%), best:    9734/10000 (97.34%), error:       983.39813, best error:       852.85938 on epoch:    47, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 106.3769531250s, input_fired_time: 1.4115319252, output_fired_time: 1.0639038086, propagate_forward_time: 41.4303741455, propagate_backward_time: 58.7935066223, weight_update_time: 0.1814230978, other_time: 3.6776390076
epoch time: 9.2361812592s, input_fired_time: 0.1594711244, output_fired_time: 0.0000000000, propagate_forward_time: 8.3970556259, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6796541214
validation[          , genome  6806] predictions:    9665/  10000 (96.65%), best:    9734/10000 (97.34%), error:      1078.47656, best error:       852.85938 on epoch:    47, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 106.0618820190s, input_fired_time: 1.3994872570, output_fired_time: 1.0426013470, propagate_forward_time: 41.6756362915, propagate_backward_time: 58.2863426208, weight_update_time: 0.1777924001, other_time: 3.6578102112
epoch time: 9.1355018616s, input_fired_time: 0.1602101326, output_fired_time: 0.0000000000, propagate_forward_time: 8.2971477509, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6781444550
validation[          , genome  6806] predictions:    9705/  10000 (97.05%), best:    9734/10000 (97.34%), error:       956.38263, best error:       852.85938 on epoch:    47, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 106.6088943481s, input_fired_time: 1.4282000065, output_fired_time: 1.0603946447, propagate_forward_time: 41.6689224243, propagate_backward_time: 58.8198242188, weight_update_time: 0.1835723072, other_time: 3.6315536499
epoch time: 9.1527929306s, input_fired_time: 0.1574537158, output_fired_time: 0.0000000000, propagate_forward_time: 8.3201169968, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6752223969
validation[          , genome  6806] predictions:    9722/  10000 (97.22%), best:    9734/10000 (97.34%), error:       892.27747, best error:       852.85938 on epoch:    47, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 106.1920013428s, input_fired_time: 1.3853269815, output_fired_time: 1.0817348957, propagate_forward_time: 41.7797203064, propagate_backward_time: 58.2968521118, weight_update_time: 0.1778484881, other_time: 3.6483650208
epoch time: 9.2577953339s, input_fired_time: 0.1597581357, output_fired_time: 0.0000000000, propagate_forward_time: 8.4429464340, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6550903320
validation[          , genome  6806] predictions:    9698/  10000 (96.98%), best:    9734/10000 (97.34%), error:       964.34259, best error:       852.85938 on epoch:    47, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 106.5882949829s, input_fired_time: 1.4070596695, output_fired_time: 1.0896296501, propagate_forward_time: 41.8776741028, propagate_backward_time: 58.5405464172, weight_update_time: 0.1761172712, other_time: 3.6733856201
epoch time: 9.2299251556s, input_fired_time: 0.1602864712, output_fired_time: 0.0000000000, propagate_forward_time: 8.3936309814, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6760072708
validation[          , genome  6806] predictions:    9717/  10000 (97.17%), best:    9734/10000 (97.34%), error:       940.27960, best error:       852.85938 on epoch:    47, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 105.9741668701s, input_fired_time: 1.4428693056, output_fired_time: 1.0438591242, propagate_forward_time: 41.5896492004, propagate_backward_time: 58.2969169617, weight_update_time: 0.1766207665, other_time: 3.6008682251
epoch time: 9.2518482208s, input_fired_time: 0.1601451039, output_fired_time: 0.0000000000, propagate_forward_time: 8.4238185883, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6678848267
validation[          , genome  6806] predictions:    9702/  10000 (97.02%), best:    9734/10000 (97.34%), error:       967.36597, best error:       852.85938 on epoch:    47, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 106.4584884644s, input_fired_time: 1.3961651325, output_fired_time: 1.0460987091, propagate_forward_time: 41.7198486328, propagate_backward_time: 58.6695671082, weight_update_time: 0.1760500073, other_time: 3.6268119812
epoch time: 9.1577253342s, input_fired_time: 0.1566330940, output_fired_time: 0.0000000000, propagate_forward_time: 8.3117465973, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6893453598
validation[          , genome  6806] predictions:    9731/  10000 (97.31%), best:    9734/10000 (97.34%), error:       853.06940, best error:       852.85938 on epoch:    47, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 106.3720855713s, input_fired_time: 1.4174637794, output_fired_time: 1.0567709208, propagate_forward_time: 41.7220001221, propagate_backward_time: 58.5248718262, weight_update_time: 0.1791027039, other_time: 3.6509780884
epoch time: 9.1095895767s, input_fired_time: 0.1645796746, output_fired_time: 0.0000000000, propagate_forward_time: 8.2712554932, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6737546921
validation[          , genome  6806] predictions:    9711/  10000 (97.11%), best:    9734/10000 (97.34%), error:       971.93890, best error:       852.85938 on epoch:    47, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 106.6669158936s, input_fired_time: 1.3963392973, output_fired_time: 1.0546649694, propagate_forward_time: 41.9067802429, propagate_backward_time: 58.6543960571, weight_update_time: 0.1832311302, other_time: 3.6547355652
epoch time: 9.1533155441s, input_fired_time: 0.1603799909, output_fired_time: 0.0000000000, propagate_forward_time: 8.3273382187, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6655969620
validation[          , genome  6806] predictions:    9701/  10000 (97.01%), best:    9734/10000 (97.34%), error:       949.59607, best error:       852.85938 on epoch:    47, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 106.3789215088s, input_fired_time: 1.3900430202, output_fired_time: 1.0503851175, propagate_forward_time: 41.7371749878, propagate_backward_time: 58.5169029236, weight_update_time: 0.1815978736, other_time: 3.6844139099
epoch time: 9.1955165863s, input_fired_time: 0.1582832485, output_fired_time: 0.0000000000, propagate_forward_time: 8.3836059570, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6536273956
validation[          , genome  6806] predictions:    9712/  10000 (97.12%), best:    9734/10000 (97.34%), error:       935.12225, best error:       852.85938 on epoch:    47, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 106.5421905518s, input_fired_time: 1.4031671286, output_fired_time: 1.0663489103, propagate_forward_time: 41.7391967773, propagate_backward_time: 58.5094261169, weight_update_time: 0.1900501400, other_time: 3.8240547180
epoch time: 9.2092399597s, input_fired_time: 0.1611911803, output_fired_time: 0.0000000000, propagate_forward_time: 8.3966464996, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6514024734
validation[          , genome  6806] predictions:    9661/  10000 (96.61%), best:    9734/10000 (97.34%), error:      1091.37817, best error:       852.85938 on epoch:    47, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 106.5974426270s, input_fired_time: 1.4233944416, output_fired_time: 1.0488609076, propagate_forward_time: 41.7506027222, propagate_backward_time: 58.7538642883, weight_update_time: 0.1781556159, other_time: 3.6207237244
epoch time: 9.1533451080s, input_fired_time: 0.1569835097, output_fired_time: 0.0000000000, propagate_forward_time: 8.3270998001, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6692619324
validation[          , genome  6806] predictions:    9646/  10000 (96.46%), best:    9734/10000 (97.34%), error:      1125.20569, best error:       852.85938 on epoch:    47, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 106.0111846924s, input_fired_time: 1.3967833519, output_fired_time: 1.0721037388, propagate_forward_time: 41.4187927246, propagate_backward_time: 58.5442276001, weight_update_time: 0.1829447001, other_time: 3.5792770386
epoch time: 9.1676921844s, input_fired_time: 0.1602573991, output_fired_time: 0.0000000000, propagate_forward_time: 8.3469161987, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6605186462
validation[          , genome  6806] predictions:    9742/  10000 (97.42%), best:    9734/10000 (97.34%), error:       885.62988, best error:       852.85938 on epoch:    47, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 105.9401626587s, input_fired_time: 1.3904764652, output_fired_time: 1.0421562195, propagate_forward_time: 41.6333770752, propagate_backward_time: 58.3234138489, weight_update_time: 0.1769870669, other_time: 3.5507316589
epoch time: 9.1234483719s, input_fired_time: 0.1634466499, output_fired_time: 0.0000000000, propagate_forward_time: 8.2980833054, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6619186401
validation[          , genome  6806] predictions:    9680/  10000 (96.80%), best:    9734/10000 (97.34%), error:      1012.45953, best error:       852.85938 on epoch:    47, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 106.1610870361s, input_fired_time: 1.3794686794, output_fired_time: 1.0466808081, propagate_forward_time: 41.7405281067, propagate_backward_time: 58.4174652100, weight_update_time: 0.1775405854, other_time: 3.5769386292
epoch time: 9.1623430252s, input_fired_time: 0.1820157766, output_fired_time: 0.0000000000, propagate_forward_time: 8.3386669159, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6416606903
validation[          , genome  6806] predictions:    9714/  10000 (97.14%), best:    9734/10000 (97.34%), error:       975.00806, best error:       852.85938 on epoch:    47, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 106.0508575439s, input_fired_time: 1.3924945593, output_fired_time: 1.0429435968, propagate_forward_time: 41.7578964233, propagate_backward_time: 58.2896041870, weight_update_time: 0.1775167137, other_time: 3.5679168701
epoch time: 9.0722150803s, input_fired_time: 0.1600175947, output_fired_time: 0.0000000000, propagate_forward_time: 8.2689857483, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6432113647
validation[          , genome  6806] predictions:    9676/  10000 (96.76%), best:    9734/10000 (97.34%), error:      1002.04156, best error:       852.85938 on epoch:    47, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 106.2086715698s, input_fired_time: 1.3917180300, output_fired_time: 1.0670204163, propagate_forward_time: 41.8418579102, propagate_backward_time: 58.3303833008, weight_update_time: 0.1776835322, other_time: 3.5776977539
epoch time: 9.1072359085s, input_fired_time: 0.1646125615, output_fired_time: 0.0000000000, propagate_forward_time: 8.2902708054, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6523523331
validation[          , genome  6806] predictions:    9670/  10000 (96.70%), best:    9734/10000 (97.34%), error:      1058.87659, best error:       852.85938 on epoch:    47, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 105.8819808960s, input_fired_time: 1.4289177656, output_fired_time: 1.0480737686, propagate_forward_time: 41.6951637268, propagate_backward_time: 58.1313552856, weight_update_time: 0.1815926880, other_time: 3.5784721375
epoch time: 9.2218523026s, input_fired_time: 0.1759875566, output_fired_time: 0.0000000000, propagate_forward_time: 8.3086423874, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7372226715
validation[          , genome  6806] predictions:    9702/  10000 (97.02%), best:    9734/10000 (97.34%), error:       915.45288, best error:       852.85938 on epoch:    47, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 106.5706024170s, input_fired_time: 1.3899565935, output_fired_time: 1.0966608524, propagate_forward_time: 41.9273948669, propagate_backward_time: 58.5728034973, weight_update_time: 0.1782545745, other_time: 3.5837860107
epoch time: 9.1521520615s, input_fired_time: 0.1687653512, output_fired_time: 0.0000000000, propagate_forward_time: 8.3285951614, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6547918320
validation[          , genome  6806] predictions:    9653/  10000 (96.53%), best:    9734/10000 (97.34%), error:      1110.78186, best error:       852.85938 on epoch:    47, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 106.3056030273s, input_fired_time: 1.4079858065, output_fired_time: 1.0502866507, propagate_forward_time: 41.6531791687, propagate_backward_time: 58.6368026733, weight_update_time: 0.1799575686, other_time: 3.5573463440
epoch time: 9.2908525467s, input_fired_time: 0.1603167057, output_fired_time: 0.0000000000, propagate_forward_time: 8.4865093231, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6440267563
validation[          , genome  6806] predictions:    9748/  10000 (97.48%), best:    9748/10000 (97.48%), error:       848.09814, best error:       848.09814 on epoch:    86, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 106.4223785400s, input_fired_time: 1.4176728725, output_fired_time: 1.0380642414, propagate_forward_time: 41.7593765259, propagate_backward_time: 58.6112289429, weight_update_time: 0.1804708987, other_time: 3.5960388184
epoch time: 9.3072080612s, input_fired_time: 0.1585208178, output_fired_time: 0.0000000000, propagate_forward_time: 8.4901685715, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6585187912
validation[          , genome  6806] predictions:    9685/  10000 (96.85%), best:    9748/10000 (97.48%), error:      1021.52051, best error:       848.09814 on epoch:    86, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 106.8471527100s, input_fired_time: 1.4042668343, output_fired_time: 1.0581816435, propagate_forward_time: 41.8626518250, propagate_backward_time: 58.9859809875, weight_update_time: 0.1763264835, other_time: 3.5360717773
epoch time: 9.2041282654s, input_fired_time: 0.1667219847, output_fired_time: 0.0000000000, propagate_forward_time: 8.3751430511, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6622629166
validation[          , genome  6806] predictions:    9705/  10000 (97.05%), best:    9748/10000 (97.48%), error:       960.68768, best error:       848.09814 on epoch:    86, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 106.3645706177s, input_fired_time: 1.4272598028, output_fired_time: 1.0442750454, propagate_forward_time: 41.7321014404, propagate_backward_time: 58.5660781860, weight_update_time: 0.1773664951, other_time: 3.5948562622
epoch time: 9.0621891022s, input_fired_time: 0.1609919816, output_fired_time: 0.0000000000, propagate_forward_time: 8.2462520599, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6549453735
validation[          , genome  6806] predictions:    9676/  10000 (96.76%), best:    9748/10000 (97.48%), error:      1046.91125, best error:       848.09814 on epoch:    86, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 105.6796569824s, input_fired_time: 1.4230563641, output_fired_time: 1.0355774164, propagate_forward_time: 41.2679328918, propagate_backward_time: 58.4072532654, weight_update_time: 0.1791654527, other_time: 3.5458374023
epoch time: 9.1243591309s, input_fired_time: 0.1810941547, output_fired_time: 0.0000000000, propagate_forward_time: 8.2872371674, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6560277939
validation[          , genome  6806] predictions:    9706/  10000 (97.06%), best:    9748/10000 (97.48%), error:       936.46918, best error:       848.09814 on epoch:    86, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 106.5986709595s, input_fired_time: 1.3971135616, output_fired_time: 1.0633815527, propagate_forward_time: 41.8889732361, propagate_backward_time: 58.6617126465, weight_update_time: 0.1780957878, other_time: 3.5874900818
epoch time: 9.0421104431s, input_fired_time: 0.1647486091, output_fired_time: 0.0000000000, propagate_forward_time: 8.2240667343, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6532955170
validation[          , genome  6806] predictions:    9697/  10000 (96.97%), best:    9748/10000 (97.48%), error:       977.64325, best error:       848.09814 on epoch:    86, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 106.1267395020s, input_fired_time: 1.3987081051, output_fired_time: 1.0358175039, propagate_forward_time: 41.6151924133, propagate_backward_time: 58.4760055542, weight_update_time: 0.1770597845, other_time: 3.6010169983
epoch time: 9.1054868698s, input_fired_time: 0.1586677283, output_fired_time: 0.0000000000, propagate_forward_time: 8.2897386551, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6570806503
validation[          , genome  6806] predictions:    9729/  10000 (97.29%), best:    9748/10000 (97.48%), error:       894.12085, best error:       848.09814 on epoch:    86, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 106.2266921997s, input_fired_time: 1.4052429199, output_fired_time: 1.0511583090, propagate_forward_time: 41.6433029175, propagate_backward_time: 58.5181350708, weight_update_time: 0.1777388752, other_time: 3.6088562012
epoch time: 9.1298675537s, input_fired_time: 0.1700481921, output_fired_time: 0.0000000000, propagate_forward_time: 8.3049707413, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6548490524
validation[          , genome  6806] predictions:    9674/  10000 (96.74%), best:    9748/10000 (97.48%), error:      1033.71399, best error:       848.09814 on epoch:    86, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 106.0079956055s, input_fired_time: 1.4159790277, output_fired_time: 1.0479258299, propagate_forward_time: 41.4833755493, propagate_backward_time: 58.4295539856, weight_update_time: 0.1765156835, other_time: 3.6311607361
epoch time: 9.1430778503s, input_fired_time: 0.1604440361, output_fired_time: 0.0000000000, propagate_forward_time: 8.3294868469, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6531467438
validation[          , genome  6806] predictions:    9684/  10000 (96.84%), best:    9748/10000 (97.48%), error:      1016.25482, best error:       848.09814 on epoch:    86, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 106.2719802856s, input_fired_time: 1.4344696999, output_fired_time: 1.0794532299, propagate_forward_time: 41.7344245911, propagate_backward_time: 58.4842300415, weight_update_time: 0.1815330535, other_time: 3.5394020081
epoch time: 9.0407075882s, input_fired_time: 0.1596263200, output_fired_time: 0.0000000000, propagate_forward_time: 8.2362165451, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6448650360
validation[          , genome  6806] predictions:    9699/  10000 (96.99%), best:    9748/10000 (97.48%), error:       962.93750, best error:       848.09814 on epoch:    86, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 106.2087783813s, input_fired_time: 1.3936055899, output_fired_time: 1.0735794306, propagate_forward_time: 41.7320518494, propagate_backward_time: 58.3738861084, weight_update_time: 0.1788508296, other_time: 3.6356544495
epoch time: 9.1378421783s, input_fired_time: 0.1598909050, output_fired_time: 0.0000000000, propagate_forward_time: 8.3149652481, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6629858017
validation[          , genome  6806] predictions:    9677/  10000 (96.77%), best:    9748/10000 (97.48%), error:      1027.30298, best error:       848.09814 on epoch:    86, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 106.0199737549s, input_fired_time: 1.4009994268, output_fired_time: 1.0328731537, propagate_forward_time: 41.6178627014, propagate_backward_time: 58.4072341919, weight_update_time: 0.1801193058, other_time: 3.5610008240
epoch time: 9.1121978760s, input_fired_time: 0.1605423242, output_fired_time: 0.0000000000, propagate_forward_time: 8.2802724838, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6713829041
validation[          , genome  6806] predictions:    9687/  10000 (96.87%), best:    9748/10000 (97.48%), error:       970.54749, best error:       848.09814 on epoch:    86, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 106.0145263672s, input_fired_time: 1.4240751266, output_fired_time: 1.0448694229, propagate_forward_time: 41.6723937988, propagate_backward_time: 58.3097457886, weight_update_time: 0.1822164804, other_time: 3.5634460449
epoch time: 9.1782770157s, input_fired_time: 0.1587454081, output_fired_time: 0.0000000000, propagate_forward_time: 8.3593149185, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6602163315
validation[          , genome  6806] predictions:    9716/  10000 (97.16%), best:    9748/10000 (97.48%), error:       943.81989, best error:       848.09814 on epoch:    86, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 106.2611923218s, input_fired_time: 1.4015634060, output_fired_time: 1.0474221706, propagate_forward_time: 41.8193740845, propagate_backward_time: 58.3505096436, weight_update_time: 0.1768320501, other_time: 3.6423187256
epoch time: 9.1056079865s, input_fired_time: 0.1645415276, output_fired_time: 0.0000000000, propagate_forward_time: 8.2788753510, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6621913910
validation[          , genome  6806] predictions:    9703/  10000 (97.03%), best:    9748/10000 (97.48%), error:       954.93878, best error:       848.09814 on epoch:    86, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 106.0479660034s, input_fired_time: 1.4023642540, output_fired_time: 1.0354279280, propagate_forward_time: 41.4878540039, propagate_backward_time: 58.5543251038, weight_update_time: 0.1764046699, other_time: 3.5679893494
epoch time: 9.1974611282s, input_fired_time: 0.1636048108, output_fired_time: 0.0000000000, propagate_forward_time: 8.3670797348, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6667766571
validation[          , genome  6806] predictions:    9689/  10000 (96.89%), best:    9748/10000 (97.48%), error:      1072.03064, best error:       848.09814 on epoch:    86, 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: 45.7874794006s, input_fired_time: 0.8134147525, output_fired_time: 0.0000000000, propagate_forward_time: 41.6219367981, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.3521270752
best training[          , genome  6806] predictions:   49516/  50000 (99.03%), best:    9748/10000 (97.48%), error:      1966.69153, best error:       848.09814 on epoch:    86, 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: 9.8286828995s, input_fired_time: 0.1648126841, output_fired_time: 0.0000000000, propagate_forward_time: 8.5485200882, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1153497696
   testing[          , genome  6806] predictions:    9745/  10000 (97.45%), best:    9748/10000 (97.48%), error:       785.00378, best error:       848.09814 on epoch:    86, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
11:44:50 (19251): called boinc_finish(0)

</stderr_txt>
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