Nameexact_genome_1512568488_45_7118_0
Workunit2606805
Created7 Dec 2017, 23:55:19 UTC
Sent8 Dec 2017, 0:00:27 UTC
Report deadline16 Dec 2017, 15:04:14 UTC
Received8 Dec 2017, 15:46:43 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID57373
Run time4 hours 39 min 50 sec
CPU time4 hours 38 min 58 sec
Validate stateValid
Credit2,156.91
Device peak FLOPS3.51 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size155.27 MB
Peak swap size158.62 MB
Peak disk usage2.20 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
000 (95.28%), best:    9740/10000 (97.40%), error:      1439.02454, best error:       856.19934 on epoch:     6, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 151.1849670410s, input_fired_time: 1.4758199453, output_fired_time: 1.3088713884, propagate_forward_time: 57.7881584167, propagate_backward_time: 87.5100631714, weight_update_time: 0.1792780757, other_time: 3.1020584106
epoch time: 12.2360067368s, input_fired_time: 0.1845294982, output_fired_time: 0.0000000000, propagate_forward_time: 11.5149345398, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5365428925
validation[          , genome  7118] predictions:    9718/  10000 (97.18%), best:    9740/10000 (97.40%), error:       921.85797, best error:       856.19934 on epoch:     6, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 152.0825958252s, input_fired_time: 1.5077884197, output_fired_time: 1.3440107107, propagate_forward_time: 58.1295471191, propagate_backward_time: 87.9077606201, weight_update_time: 0.1865786612, other_time: 3.1934967041
epoch time: 12.2528238297s, input_fired_time: 0.1850057691, output_fired_time: 0.0000000000, propagate_forward_time: 11.5274143219, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5404033661
validation[          , genome  7118] predictions:    9668/  10000 (96.68%), best:    9740/10000 (97.40%), error:      1197.87830, best error:       856.19934 on epoch:     6, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 152.3333129883s, input_fired_time: 1.4876942635, output_fired_time: 1.3285076618, propagate_forward_time: 58.0896949768, propagate_backward_time: 88.2600326538, weight_update_time: 0.1798615903, other_time: 3.1673812866
epoch time: 12.1590871811s, input_fired_time: 0.1844682395, output_fired_time: 0.0000000000, propagate_forward_time: 11.4372110367, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5374078751
validation[          , genome  7118] predictions:    9754/  10000 (97.54%), best:    9754/10000 (97.54%), error:       832.42938, best error:       832.42938 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 151.2900085449s, input_fired_time: 1.4875411987, output_fired_time: 1.3101532459, propagate_forward_time: 57.7770500183, propagate_backward_time: 87.6194458008, weight_update_time: 0.1779517829, other_time: 3.0958099365
epoch time: 12.2412824631s, input_fired_time: 0.1850570440, output_fired_time: 0.0000000000, propagate_forward_time: 11.5149879456, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5412378311
validation[          , genome  7118] predictions:    9705/  10000 (97.05%), best:    9754/10000 (97.54%), error:       904.49017, best error:       832.42938 on epoch:    17, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 150.9936828613s, input_fired_time: 1.5193501711, output_fired_time: 1.3264622688, propagate_forward_time: 57.6575660706, propagate_backward_time: 87.2496185303, weight_update_time: 0.1813053787, other_time: 3.2406921387
epoch time: 12.2169523239s, input_fired_time: 0.1927059740, output_fired_time: 0.0000000000, propagate_forward_time: 11.4856824875, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5385637283
validation[          , genome  7118] predictions:    9657/  10000 (96.57%), best:    9754/10000 (97.54%), error:      1079.09705, best error:       832.42938 on epoch:    17, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 153.4680328369s, input_fired_time: 1.5347101688, output_fired_time: 1.3438937664, propagate_forward_time: 58.5193176270, propagate_backward_time: 88.7552413940, weight_update_time: 0.1829312295, other_time: 3.3148727417
epoch time: 12.5838661194s, input_fired_time: 0.1938176602, output_fired_time: 0.0000000000, propagate_forward_time: 11.7911462784, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5989017487
validation[          , genome  7118] predictions:    9771/  10000 (97.71%), best:    9771/10000 (97.71%), error:       769.17761, best error:       769.17761 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 151.5828247070s, input_fired_time: 1.4942891598, output_fired_time: 1.3367080688, propagate_forward_time: 57.9465942383, propagate_backward_time: 87.6864700317, weight_update_time: 0.1795405298, other_time: 3.1187667847
epoch time: 12.5874958038s, input_fired_time: 0.1917167753, output_fired_time: 0.0000000000, propagate_forward_time: 11.8376340866, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5581445694
validation[          , genome  7118] predictions:    9766/  10000 (97.66%), best:    9771/10000 (97.71%), error:       782.75043, best error:       769.17761 on epoch:    20, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 152.8489837646s, input_fired_time: 1.5281903744, output_fired_time: 1.3309806585, propagate_forward_time: 58.3805541992, propagate_backward_time: 88.3362197876, weight_update_time: 0.1926800609, other_time: 3.2730484009
epoch time: 12.1108121872s, input_fired_time: 0.1849287748, output_fired_time: 0.0000000000, propagate_forward_time: 11.3821849823, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5436983109
validation[          , genome  7118] predictions:    9758/  10000 (97.58%), best:    9771/10000 (97.71%), error:       790.15515, best error:       769.17761 on epoch:    20, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 152.4417114258s, input_fired_time: 1.5091502666, output_fired_time: 1.3395919800, propagate_forward_time: 58.2555236816, propagate_backward_time: 88.1235504150, weight_update_time: 0.1818765998, other_time: 3.2138824463
epoch time: 12.3050479889s, input_fired_time: 0.1919263899, output_fired_time: 0.0000000000, propagate_forward_time: 11.5747880936, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5383338928
validation[          , genome  7118] predictions:    9767/  10000 (97.67%), best:    9767/10000 (97.67%), error:       759.56238, best error:       759.56238 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 152.6814270020s, input_fired_time: 1.5190793276, output_fired_time: 1.3344627619, propagate_forward_time: 58.2751846313, propagate_backward_time: 88.3410415649, weight_update_time: 0.1804690510, other_time: 3.2116699219
epoch time: 12.2012128830s, input_fired_time: 0.1865321845, output_fired_time: 0.0000000000, propagate_forward_time: 11.4752693176, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5394115448
validation[          , genome  7118] predictions:    9753/  10000 (97.53%), best:    9767/10000 (97.67%), error:       792.58264, best error:       759.56238 on epoch:    23, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 152.6560363770s, input_fired_time: 1.5097173452, output_fired_time: 1.3413923979, propagate_forward_time: 58.1771202087, propagate_backward_time: 88.3835449219, weight_update_time: 0.1835390329, other_time: 3.2442626953
epoch time: 12.1963386536s, input_fired_time: 0.1853815764, output_fired_time: 0.0000000000, propagate_forward_time: 11.4758663177, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5350904465
validation[          , genome  7118] predictions:    9787/  10000 (97.87%), best:    9787/10000 (97.87%), error:       738.28754, best error:       738.28754 on epoch:    25, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 152.5298614502s, input_fired_time: 1.5268359184, output_fired_time: 1.3473908901, propagate_forward_time: 58.1860466003, propagate_backward_time: 88.2131652832, weight_update_time: 0.1873208284, other_time: 3.2564086914
epoch time: 12.2769994736s, input_fired_time: 0.1856918186, output_fired_time: 0.0000000000, propagate_forward_time: 11.5537366867, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5375709534
validation[          , genome  7118] predictions:    9742/  10000 (97.42%), best:    9787/10000 (97.87%), error:       813.33698, best error:       738.28754 on epoch:    25, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 152.7123413086s, input_fired_time: 1.4942517281, output_fired_time: 1.3294355869, propagate_forward_time: 58.2901153564, propagate_backward_time: 88.3766937256, weight_update_time: 0.1812925637, other_time: 3.2218475342
epoch time: 12.4099121094s, input_fired_time: 0.1889278442, output_fired_time: 0.0000000000, propagate_forward_time: 11.6690959930, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5518884659
validation[          , genome  7118] predictions:    9793/  10000 (97.93%), best:    9793/10000 (97.93%), error:       724.48865, best error:       724.48865 on epoch:    27, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 153.3732604980s, input_fired_time: 1.5216253996, output_fired_time: 1.3503527641, propagate_forward_time: 58.7602348328, propagate_backward_time: 88.4770736694, weight_update_time: 0.1895327866, other_time: 3.2639694214
epoch time: 12.6166181564s, input_fired_time: 0.1926839650, output_fired_time: 0.0000000000, propagate_forward_time: 11.8372735977, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5866603851
validation[          , genome  7118] predictions:    9758/  10000 (97.58%), best:    9793/10000 (97.93%), error:       778.67029, best error:       724.48865 on epoch:    27, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 151.6109008789s, input_fired_time: 1.4939393997, output_fired_time: 1.3339426517, propagate_forward_time: 57.9107513428, propagate_backward_time: 87.7572860718, weight_update_time: 0.1837638915, other_time: 3.1149826050
epoch time: 12.2972564697s, input_fired_time: 0.1879016906, output_fired_time: 0.0000000000, propagate_forward_time: 11.5669898987, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5423650742
validation[          , genome  7118] predictions:    9762/  10000 (97.62%), best:    9793/10000 (97.93%), error:       798.81427, best error:       724.48865 on epoch:    27, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 151.7968139648s, input_fired_time: 1.4864668846, output_fired_time: 1.3283232450, propagate_forward_time: 58.0759468079, propagate_backward_time: 87.8123474121, weight_update_time: 0.1788774282, other_time: 3.0937347412
epoch time: 12.2805147171s, input_fired_time: 0.1856091022, output_fired_time: 0.0000000000, propagate_forward_time: 11.5576486588, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5372571945
validation[          , genome  7118] predictions:    9789/  10000 (97.89%), best:    9793/10000 (97.93%), error:       740.28900, best error:       724.48865 on epoch:    27, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 151.1108245850s, input_fired_time: 1.4977772236, output_fired_time: 1.3138363361, propagate_forward_time: 57.7144813538, propagate_backward_time: 87.4427642822, weight_update_time: 0.1842903197, other_time: 3.1419677734
epoch time: 12.2550849915s, input_fired_time: 0.1877510995, output_fired_time: 0.0000000000, propagate_forward_time: 11.5231113434, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5442228317
validation[          , genome  7118] predictions:    9720/  10000 (97.20%), best:    9793/10000 (97.93%), error:       892.65283, best error:       724.48865 on epoch:    27, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 152.2797241211s, input_fired_time: 1.5126447678, output_fired_time: 1.3177452087, propagate_forward_time: 58.1880187988, propagate_backward_time: 88.0806045532, weight_update_time: 0.1896407604, other_time: 3.1807022095
epoch time: 12.3780822754s, input_fired_time: 0.2079003304, output_fired_time: 0.0000000000, propagate_forward_time: 11.6130514145, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5571308136
validation[          , genome  7118] predictions:    9768/  10000 (97.68%), best:    9793/10000 (97.93%), error:       782.76563, best error:       724.48865 on epoch:    27, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 152.4633483887s, input_fired_time: 1.4874274731, output_fired_time: 1.3662543297, propagate_forward_time: 58.3609466553, propagate_backward_time: 88.0934448242, weight_update_time: 0.1811027378, other_time: 3.1552734375
epoch time: 12.3385457993s, input_fired_time: 0.1865181625, output_fired_time: 0.0000000000, propagate_forward_time: 11.6094846725, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5425434113
validation[          , genome  7118] predictions:    9730/  10000 (97.30%), best:    9793/10000 (97.93%), error:       792.06647, best error:       724.48865 on epoch:    27, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 151.4341430664s, input_fired_time: 1.4939683676, output_fired_time: 1.3249467611, propagate_forward_time: 57.8229217529, propagate_backward_time: 87.6905975342, weight_update_time: 0.1794452518, other_time: 3.1016998291
epoch time: 12.5282821655s, input_fired_time: 0.2005646974, output_fired_time: 0.0000000000, propagate_forward_time: 11.7799062729, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5478115082
validation[          , genome  7118] predictions:    9741/  10000 (97.41%), best:    9793/10000 (97.93%), error:       835.79266, best error:       724.48865 on epoch:    27, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 152.7045898438s, input_fired_time: 1.5106767416, output_fired_time: 1.3319784403, propagate_forward_time: 58.2167816162, propagate_backward_time: 88.4374771118, weight_update_time: 0.1808270961, other_time: 3.2076644897
epoch time: 12.1966094971s, input_fired_time: 0.1864754856, output_fired_time: 0.0000000000, propagate_forward_time: 11.4711265564, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5390071869
validation[          , genome  7118] predictions:    9729/  10000 (97.29%), best:    9793/10000 (97.93%), error:       856.43207, best error:       724.48865 on epoch:    27, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 151.7512969971s, input_fired_time: 1.4995226860, output_fired_time: 1.3385446072, propagate_forward_time: 58.0027084351, propagate_backward_time: 87.7365264893, weight_update_time: 0.1810624152, other_time: 3.1739883423
epoch time: 12.3766059875s, input_fired_time: 0.1918389499, output_fired_time: 0.0000000000, propagate_forward_time: 11.6136131287, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5711536407
validation[          , genome  7118] predictions:    9769/  10000 (97.69%), best:    9793/10000 (97.93%), error:       771.46893, best error:       724.48865 on epoch:    27, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 152.0143432617s, input_fired_time: 1.5218576193, output_fired_time: 1.3435703516, propagate_forward_time: 58.0817756653, propagate_backward_time: 87.9531097412, weight_update_time: 0.1832827628, other_time: 3.1140441895
epoch time: 12.3816719055s, input_fired_time: 0.1990949810, output_fired_time: 0.0000000000, propagate_forward_time: 11.6229209900, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5596561432
validation[          , genome  7118] predictions:    9729/  10000 (97.29%), best:    9793/10000 (97.93%), error:       828.99847, best error:       724.48865 on epoch:    27, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 152.6358947754s, input_fired_time: 1.5329325199, output_fired_time: 1.3489693403, propagate_forward_time: 58.3651847839, propagate_backward_time: 88.1951065063, weight_update_time: 0.1828493774, other_time: 3.1937026978
epoch time: 12.2490501404s, input_fired_time: 0.1868798584, output_fired_time: 0.0000000000, propagate_forward_time: 11.5191555023, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5430145264
validation[          , genome  7118] predictions:    9751/  10000 (97.51%), best:    9793/10000 (97.93%), error:       825.80310, best error:       724.48865 on epoch:    27, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 151.4377746582s, input_fired_time: 1.4881061316, output_fired_time: 1.3194985390, propagate_forward_time: 57.8859558105, propagate_backward_time: 87.6038055420, weight_update_time: 0.1871000230, other_time: 3.1403961182
epoch time: 12.2320661545s, input_fired_time: 0.1870308369, output_fired_time: 0.0000000000, propagate_forward_time: 11.5060939789, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5389413834
validation[          , genome  7118] predictions:    9783/  10000 (97.83%), best:    9783/10000 (97.83%), error:       687.22015, best error:       687.22015 on epoch:    39, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 154.4381408691s, input_fired_time: 1.5523711443, output_fired_time: 1.3399046659, propagate_forward_time: 58.9438018799, propagate_backward_time: 89.2347640991, weight_update_time: 0.1843920350, other_time: 3.3673019409
epoch time: 12.1377162933s, input_fired_time: 0.1860568672, output_fired_time: 0.0000000000, propagate_forward_time: 11.4041929245, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5474662781
validation[          , genome  7118] predictions:    9788/  10000 (97.88%), best:    9788/10000 (97.88%), error:       670.33850, best error:       670.33850 on epoch:    40, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 152.9397430420s, input_fired_time: 1.5227432251, output_fired_time: 1.3366112709, propagate_forward_time: 58.3836898804, propagate_backward_time: 88.4896087646, weight_update_time: 0.1796953976, other_time: 3.2070846558
epoch time: 12.2369623184s, input_fired_time: 0.1867654920, output_fired_time: 0.0000000000, propagate_forward_time: 11.5110673904, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5391292572
validation[          , genome  7118] predictions:    9754/  10000 (97.54%), best:    9788/10000 (97.88%), error:       782.08240, best error:       670.33850 on epoch:    40, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 152.2476043701s, input_fired_time: 1.5159199238, output_fired_time: 1.3220207691, propagate_forward_time: 58.1010780334, propagate_backward_time: 88.1945495605, weight_update_time: 0.1792539805, other_time: 3.1140441895
epoch time: 12.3941316605s, input_fired_time: 0.1943588406, output_fired_time: 0.0000000000, propagate_forward_time: 11.6301193237, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5696535110
validation[          , genome  7118] predictions:    9778/  10000 (97.78%), best:    9788/10000 (97.88%), error:       715.07550, best error:       670.33850 on epoch:    40, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 152.6885375977s, input_fired_time: 1.5330171585, output_fired_time: 1.3318443298, propagate_forward_time: 58.2380523682, propagate_backward_time: 88.3459472656, weight_update_time: 0.1822685301, other_time: 3.2396697998
epoch time: 12.2475147247s, input_fired_time: 0.1886337101, output_fired_time: 0.0000000000, propagate_forward_time: 11.5197696686, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5391111374
validation[          , genome  7118] predictions:    9737/  10000 (97.37%), best:    9788/10000 (97.88%), error:       838.37848, best error:       670.33850 on epoch:    40, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 152.1924743652s, input_fired_time: 1.5129035711, output_fired_time: 1.3473942280, propagate_forward_time: 58.0925636292, propagate_backward_time: 88.0924301147, weight_update_time: 0.1823677868, other_time: 3.1471786499
epoch time: 12.3403615952s, input_fired_time: 0.1918391734, output_fired_time: 0.0000000000, propagate_forward_time: 11.5948352814, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5536870956
validation[          , genome  7118] predictions:    9769/  10000 (97.69%), best:    9788/10000 (97.88%), error:       705.45038, best error:       670.33850 on epoch:    40, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 152.7803039551s, input_fired_time: 1.5238934755, output_fired_time: 1.3290387392, propagate_forward_time: 58.4297676086, propagate_backward_time: 88.2677536011, weight_update_time: 0.1812192500, other_time: 3.2298507690
epoch time: 12.2906732559s, input_fired_time: 0.1886652559, output_fired_time: 0.0000000000, propagate_forward_time: 11.5635385513, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5384693146
validation[          , genome  7118] predictions:    9755/  10000 (97.55%), best:    9788/10000 (97.88%), error:       834.14789, best error:       670.33850 on epoch:    40, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 153.8284759521s, input_fired_time: 1.5427343845, output_fired_time: 1.3363064528, propagate_forward_time: 58.7297325134, propagate_backward_time: 88.9102249146, weight_update_time: 0.1907037795, other_time: 3.3094711304
epoch time: 12.3882532120s, input_fired_time: 0.1927054822, output_fired_time: 0.0000000000, propagate_forward_time: 11.6309804916, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5645675659
validation[          , genome  7118] predictions:    9786/  10000 (97.86%), best:    9788/10000 (97.88%), error:       689.60992, best error:       670.33850 on epoch:    40, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 151.4591217041s, input_fired_time: 1.4922379255, output_fired_time: 1.3234357834, propagate_forward_time: 57.8107452393, propagate_backward_time: 87.7262802124, weight_update_time: 0.1791913509, other_time: 3.1064224243
epoch time: 12.3480825424s, input_fired_time: 0.1906829625, output_fired_time: 0.0000000000, propagate_forward_time: 11.5952615738, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5621376038
validation[          , genome  7118] predictions:    9745/  10000 (97.45%), best:    9788/10000 (97.88%), error:       860.62323, best error:       670.33850 on epoch:    40, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 151.5476379395s, input_fired_time: 1.5156128407, output_fired_time: 1.3323800564, propagate_forward_time: 57.8890304565, propagate_backward_time: 87.6584701538, weight_update_time: 0.1810128987, other_time: 3.1521453857
epoch time: 12.2854118347s, input_fired_time: 0.1895542592, output_fired_time: 0.0000000000, propagate_forward_time: 11.5546178818, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5412397385
validation[          , genome  7118] predictions:    9719/  10000 (97.19%), best:    9788/10000 (97.88%), error:       918.31653, best error:       670.33850 on epoch:    40, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 151.9603729248s, input_fired_time: 1.5135490894, output_fired_time: 1.3235285282, propagate_forward_time: 58.0449523926, propagate_backward_time: 87.9291839600, weight_update_time: 0.1858611554, other_time: 3.1491546631
epoch time: 12.3395338058s, input_fired_time: 0.1890507191, output_fired_time: 0.0000000000, propagate_forward_time: 11.6113281250, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5391550064
validation[          , genome  7118] predictions:    9798/  10000 (97.98%), best:    9788/10000 (97.88%), error:       714.22241, best error:       670.33850 on epoch:    40, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 152.9755706787s, input_fired_time: 1.5544430017, output_fired_time: 1.3293001652, propagate_forward_time: 58.3185310364, propagate_backward_time: 88.5447235107, weight_update_time: 0.1813439280, other_time: 3.2285766602
epoch time: 12.4937810898s, input_fired_time: 0.1937457621, output_fired_time: 0.0000000000, propagate_forward_time: 11.7336721420, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5663633347
validation[          , genome  7118] predictions:    9741/  10000 (97.41%), best:    9788/10000 (97.88%), error:       819.66046, best error:       670.33850 on epoch:    40, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 151.7248840332s, input_fired_time: 1.5228595734, output_fired_time: 1.3299245834, propagate_forward_time: 57.9305114746, propagate_backward_time: 87.8069915771, weight_update_time: 0.1807070225, other_time: 3.1345977783
epoch time: 12.3622970581s, input_fired_time: 0.1967612803, output_fired_time: 0.0000000000, propagate_forward_time: 11.6129350662, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5526008606
validation[          , genome  7118] predictions:    9694/  10000 (96.94%), best:    9788/10000 (97.88%), error:       942.53528, best error:       670.33850 on epoch:    40, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 151.8903198242s, input_fired_time: 1.5275065899, output_fired_time: 1.3411523104, propagate_forward_time: 57.9940795898, propagate_backward_time: 87.8477325439, weight_update_time: 0.1812147349, other_time: 3.1798400879
epoch time: 12.4791336060s, input_fired_time: 0.2048788369, output_fired_time: 0.0000000000, propagate_forward_time: 11.7034435272, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5708112717
validation[          , genome  7118] predictions:    9712/  10000 (97.12%), best:    9788/10000 (97.88%), error:       912.53168, best error:       670.33850 on epoch:    40, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 152.5699768066s, input_fired_time: 1.5055232048, output_fired_time: 1.3470917940, propagate_forward_time: 58.3207740784, propagate_backward_time: 88.2705764771, weight_update_time: 0.1806584001, other_time: 3.1260147095
epoch time: 12.3460741043s, input_fired_time: 0.1896144599, output_fired_time: 0.0000000000, propagate_forward_time: 11.6064939499, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5499658585
validation[          , genome  7118] predictions:    9782/  10000 (97.82%), best:    9788/10000 (97.88%), error:       747.03735, best error:       670.33850 on epoch:    40, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 152.9235687256s, input_fired_time: 1.5422317982, output_fired_time: 1.3220647573, propagate_forward_time: 58.2895851135, propagate_backward_time: 88.5286102295, weight_update_time: 0.1814369112, other_time: 3.2410736084
epoch time: 12.3165216446s, input_fired_time: 0.1902140677, output_fired_time: 0.0000000000, propagate_forward_time: 11.5895671844, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5367403030
validation[          , genome  7118] predictions:    9799/  10000 (97.99%), best:    9788/10000 (97.88%), error:       684.74634, best error:       670.33850 on epoch:    40, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 152.2398986816s, input_fired_time: 1.5185908079, output_fired_time: 1.3347454071, propagate_forward_time: 58.1371536255, propagate_backward_time: 88.0448913574, weight_update_time: 0.1864396930, other_time: 3.2045211792
epoch time: 12.2715005875s, input_fired_time: 0.1880652905, output_fired_time: 0.0000000000, propagate_forward_time: 11.5404148102, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5430202484
validation[          , genome  7118] predictions:    9793/  10000 (97.93%), best:    9788/10000 (97.88%), error:       702.95313, best error:       670.33850 on epoch:    40, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 152.7955169678s, input_fired_time: 1.5465729237, output_fired_time: 1.3419272900, propagate_forward_time: 58.2291564941, propagate_backward_time: 88.3921890259, weight_update_time: 0.1864480078, other_time: 3.2856674194
epoch time: 12.5222816467s, input_fired_time: 0.2072254270, output_fired_time: 0.0000000000, propagate_forward_time: 11.7427024841, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5723533630
validation[          , genome  7118] predictions:    9798/  10000 (97.98%), best:    9788/10000 (97.88%), error:       694.51978, best error:       670.33850 on epoch:    40, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 153.0004577637s, input_fired_time: 1.5264922380, output_fired_time: 1.3535605669, propagate_forward_time: 58.4993438721, propagate_backward_time: 88.3876876831, weight_update_time: 0.1804736257, other_time: 3.2333755493
epoch time: 12.2882413864s, input_fired_time: 0.1887757927, output_fired_time: 0.0000000000, propagate_forward_time: 11.5598497391, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5396156311
validation[          , genome  7118] predictions:    9777/  10000 (97.77%), best:    9788/10000 (97.88%), error:       728.44379, best error:       670.33850 on epoch:    40, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 152.2766418457s, input_fired_time: 1.4992319345, output_fired_time: 1.3328058720, propagate_forward_time: 58.2645988464, propagate_backward_time: 88.1003494263, weight_update_time: 0.1839487851, other_time: 3.0796432495
epoch time: 12.2814550400s, input_fired_time: 0.1905577779, output_fired_time: 0.0000000000, propagate_forward_time: 11.5526514053, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5382461548
validation[          , genome  7118] predictions:    9781/  10000 (97.81%), best:    9788/10000 (97.88%), error:       733.92065, best error:       670.33850 on epoch:    40, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 151.5995635986s, input_fired_time: 1.4990485907, output_fired_time: 1.3323372602, propagate_forward_time: 57.8770790100, propagate_backward_time: 87.7762985229, weight_update_time: 0.1802082509, other_time: 3.1147994995
epoch time: 12.2287244797s, input_fired_time: 0.1911446452, output_fired_time: 0.0000000000, propagate_forward_time: 11.4997100830, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5378694534
validation[          , genome  7118] predictions:    9798/  10000 (97.98%), best:    9788/10000 (97.88%), error:       676.67023, best error:       670.33850 on epoch:    40, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 153.6413879395s, input_fired_time: 1.5207846165, output_fired_time: 1.3384778500, propagate_forward_time: 58.7128067017, propagate_backward_time: 88.7905731201, weight_update_time: 0.1865008026, other_time: 3.2787551880
epoch time: 12.3021745682s, input_fired_time: 0.1900228858, output_fired_time: 0.0000000000, propagate_forward_time: 11.5692348480, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5429172516
validation[          , genome  7118] predictions:    9711/  10000 (97.11%), best:    9788/10000 (97.88%), error:       920.31519, best error:       670.33850 on epoch:    40, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 151.5310668945s, input_fired_time: 1.5112509727, output_fired_time: 1.3210291862, propagate_forward_time: 57.8568382263, propagate_backward_time: 87.6039199829, weight_update_time: 0.1816631556, other_time: 3.2380294800
epoch time: 12.4242057800s, input_fired_time: 0.1954204440, output_fired_time: 0.0000000000, propagate_forward_time: 11.6616592407, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5671262741
validation[          , genome  7118] predictions:    9782/  10000 (97.82%), best:    9788/10000 (97.88%), error:       727.74438, best error:       670.33850 on epoch:    40, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 152.6962585449s, input_fired_time: 1.5185047388, output_fired_time: 1.3496617079, propagate_forward_time: 58.3193588257, propagate_backward_time: 88.3072967529, weight_update_time: 0.1863543093, other_time: 3.2014389038
epoch time: 12.3325862885s, input_fired_time: 0.1923325658, output_fired_time: 0.0000000000, propagate_forward_time: 11.5977382660, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5425157547
validation[          , genome  7118] predictions:    9742/  10000 (97.42%), best:    9788/10000 (97.88%), error:       854.11230, best error:       670.33850 on epoch:    40, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 151.3701934814s, input_fired_time: 1.5153772831, output_fired_time: 1.3231831789, propagate_forward_time: 57.8478469849, propagate_backward_time: 87.5421752930, weight_update_time: 0.1806618720, other_time: 3.1416091919
epoch time: 12.2298469543s, input_fired_time: 0.1879543066, output_fired_time: 0.0000000000, propagate_forward_time: 11.5030508041, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5388422012
validation[          , genome  7118] predictions:    9736/  10000 (97.36%), best:    9788/10000 (97.88%), error:       876.46814, best error:       670.33850 on epoch:    40, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 151.8559722900s, input_fired_time: 1.5115276575, output_fired_time: 1.3238611221, propagate_forward_time: 57.9866981506, propagate_backward_time: 87.8956146240, weight_update_time: 0.1810972840, other_time: 3.1382751465
epoch time: 12.2810382843s, input_fired_time: 0.1941055954, output_fired_time: 0.0000000000, propagate_forward_time: 11.5310993195, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5558338165
validation[          , genome  7118] predictions:    9760/  10000 (97.60%), best:    9788/10000 (97.88%), error:       803.22449, best error:       670.33850 on epoch:    40, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 151.5894775391s, input_fired_time: 1.5163402557, output_fired_time: 1.3224537373, propagate_forward_time: 57.8837432861, propagate_backward_time: 87.7229080200, weight_update_time: 0.1853652000, other_time: 3.1440353394
epoch time: 12.2132225037s, input_fired_time: 0.1886237711, output_fired_time: 0.0000000000, propagate_forward_time: 11.4876174927, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5369815826
validation[          , genome  7118] predictions:    9782/  10000 (97.82%), best:    9782/10000 (97.82%), error:       668.00244, best error:       668.00244 on epoch:    65, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 150.5280456543s, input_fired_time: 1.4841133356, output_fired_time: 1.3096319437, propagate_forward_time: 57.4886169434, propagate_backward_time: 87.1965103149, weight_update_time: 0.1780392528, other_time: 3.0491714478
epoch time: 12.2338161469s, input_fired_time: 0.1890814751, output_fired_time: 0.0000000000, propagate_forward_time: 11.5053071976, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5394277573
validation[          , genome  7118] predictions:    9776/  10000 (97.76%), best:    9782/10000 (97.82%), error:       718.45721, best error:       668.00244 on epoch:    65, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 152.5850982666s, input_fired_time: 1.5503531694, output_fired_time: 1.3327925205, propagate_forward_time: 58.2379226685, propagate_backward_time: 88.2238693237, weight_update_time: 0.1803344339, other_time: 3.2401580811
epoch time: 12.4341897964s, input_fired_time: 0.1939934641, output_fired_time: 0.0000000000, propagate_forward_time: 11.6584701538, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5817260742
validation[          , genome  7118] predictions:    9780/  10000 (97.80%), best:    9782/10000 (97.82%), error:       736.83759, best error:       668.00244 on epoch:    65, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 154.1805114746s, input_fired_time: 1.5659900904, output_fired_time: 1.3395906687, propagate_forward_time: 58.8440895081, propagate_backward_time: 89.0792846680, weight_update_time: 0.1928500384, other_time: 3.3515625000
epoch time: 12.2108154297s, input_fired_time: 0.1898805797, output_fired_time: 0.0000000000, propagate_forward_time: 11.4833679199, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5375671387
validation[          , genome  7118] predictions:    9804/  10000 (98.04%), best:    9782/10000 (97.82%), error:       672.94287, best error:       668.00244 on epoch:    65, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 150.9627227783s, input_fired_time: 1.4947824478, output_fired_time: 1.3198217154, propagate_forward_time: 57.7055244446, propagate_backward_time: 87.3824005127, weight_update_time: 0.1789055616, other_time: 3.0601959229
epoch time: 12.2239971161s, input_fired_time: 0.1905079484, output_fired_time: 0.0000000000, propagate_forward_time: 11.4962053299, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5372838974
validation[          , genome  7118] predictions:    9762/  10000 (97.62%), best:    9782/10000 (97.82%), error:       792.47711, best error:       668.00244 on epoch:    65, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 154.5482177734s, input_fired_time: 1.5717560053, output_fired_time: 1.3555179834, propagate_forward_time: 58.9380073547, propagate_backward_time: 89.3146896362, weight_update_time: 0.1840934753, other_time: 3.3682479858
epoch time: 12.3598861694s, input_fired_time: 0.1939986646, output_fired_time: 0.0000000000, propagate_forward_time: 11.6165313721, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5493564606
validation[          , genome  7118] predictions:    9767/  10000 (97.67%), best:    9782/10000 (97.82%), error:       739.07819, best error:       668.00244 on epoch:    65, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 155.6015167236s, input_fired_time: 1.5706746578, output_fired_time: 1.3634777069, propagate_forward_time: 59.3073844910, propagate_backward_time: 90.0177841187, weight_update_time: 0.1875924617, other_time: 3.3421859741
epoch time: 12.4661884308s, input_fired_time: 0.1927431673, output_fired_time: 0.0000000000, propagate_forward_time: 11.7164354324, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5570096970
validation[          , genome  7118] predictions:    9784/  10000 (97.84%), best:    9782/10000 (97.82%), error:       697.81665, best error:       668.00244 on epoch:    65, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 151.7100372314s, input_fired_time: 1.5243816376, output_fired_time: 1.3367899656, propagate_forward_time: 57.9411582947, propagate_backward_time: 87.7300262451, weight_update_time: 0.1804638505, other_time: 3.1776733398
epoch time: 12.9017028809s, input_fired_time: 0.2023780942, output_fired_time: 0.0000000000, propagate_forward_time: 12.1375570297, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5617675781
validation[          , genome  7118] predictions:    9754/  10000 (97.54%), best:    9782/10000 (97.82%), error:       792.67493, best error:       668.00244 on epoch:    65, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 153.1136322021s, input_fired_time: 1.5415039063, output_fired_time: 1.3435502052, propagate_forward_time: 58.6096343994, propagate_backward_time: 88.4006576538, weight_update_time: 0.1817089617, other_time: 3.2182846069
epoch time: 12.4752664566s, input_fired_time: 0.1980691254, output_fired_time: 0.0000000000, propagate_forward_time: 11.7008962631, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5763006210
validation[          , genome  7118] predictions:    9789/  10000 (97.89%), best:    9782/10000 (97.82%), error:       741.32538, best error:       668.00244 on epoch:    65, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 152.5002136230s, input_fired_time: 1.5325897932, output_fired_time: 1.3225539923, propagate_forward_time: 58.1610145569, propagate_backward_time: 88.2183532715, weight_update_time: 0.1823364198, other_time: 3.2657012939
epoch time: 12.4377737045s, input_fired_time: 0.1920995712, output_fired_time: 0.0000000000, propagate_forward_time: 11.6995401382, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5461339951
validation[          , genome  7118] predictions:    9780/  10000 (97.80%), best:    9782/10000 (97.82%), error:       700.25958, best error:       668.00244 on epoch:    65, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 152.5957641602s, input_fired_time: 1.5312867165, output_fired_time: 1.3190631866, propagate_forward_time: 58.2567634583, propagate_backward_time: 88.2365188599, weight_update_time: 0.1845771819, other_time: 3.2521438599
epoch time: 12.4270753860s, input_fired_time: 0.1970678717, output_fired_time: 0.0000000000, propagate_forward_time: 11.6711387634, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5588684082
validation[          , genome  7118] predictions:    9791/  10000 (97.91%), best:    9782/10000 (97.82%), error:       693.60565, best error:       668.00244 on epoch:    65, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 151.9933776855s, input_fired_time: 1.5091943741, output_fired_time: 1.3272721767, propagate_forward_time: 58.0761413574, propagate_backward_time: 87.9305725098, weight_update_time: 0.1796357036, other_time: 3.1501922607
epoch time: 12.6266813278s, input_fired_time: 0.2119447291, output_fired_time: 0.0000000000, propagate_forward_time: 11.8169574738, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5977792740
validation[          , genome  7118] predictions:    9774/  10000 (97.74%), best:    9782/10000 (97.82%), error:       725.33264, best error:       668.00244 on epoch:    65, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 151.8461914063s, input_fired_time: 1.5285897255, output_fired_time: 1.3331593275, propagate_forward_time: 57.9662170410, propagate_backward_time: 87.8370895386, weight_update_time: 0.1805536598, other_time: 3.1811294556
epoch time: 12.3609361649s, input_fired_time: 0.1930677593, output_fired_time: 0.0000000000, propagate_forward_time: 11.6221771240, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5456914902
validation[          , genome  7118] predictions:    9805/  10000 (98.05%), best:    9805/10000 (98.05%), error:       638.16180, best error:       638.16180 on epoch:    77, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 154.1322479248s, input_fired_time: 1.5840085745, output_fired_time: 1.3366856575, propagate_forward_time: 58.6947669983, propagate_backward_time: 89.1842498779, weight_update_time: 0.1843660921, other_time: 3.3325347900
epoch time: 12.2790956497s, input_fired_time: 0.1909396797, output_fired_time: 0.0000000000, propagate_forward_time: 11.5494165421, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5387392044
validation[          , genome  7118] predictions:    9793/  10000 (97.93%), best:    9805/10000 (98.05%), error:       712.28748, best error:       638.16180 on epoch:    77, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 151.5301818848s, input_fired_time: 1.5099105835, output_fired_time: 1.3170599937, propagate_forward_time: 57.8769950867, propagate_backward_time: 87.6982040405, weight_update_time: 0.1799910516, other_time: 3.1279983521
epoch time: 12.3044929504s, input_fired_time: 0.1919152886, output_fired_time: 0.0000000000, propagate_forward_time: 11.5727510452, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5398263931
validation[          , genome  7118] predictions:    9780/  10000 (97.80%), best:    9805/10000 (98.05%), error:       749.82684, best error:       638.16180 on epoch:    77, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 152.6704254150s, input_fired_time: 1.5509545803, output_fired_time: 1.3460857868, propagate_forward_time: 58.3412628174, propagate_backward_time: 88.1827011108, weight_update_time: 0.1822025776, other_time: 3.2494277954
epoch time: 12.3641500473s, input_fired_time: 0.1946573555, output_fired_time: 0.0000000000, propagate_forward_time: 11.6274147034, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5420780182
validation[          , genome  7118] predictions:    9768/  10000 (97.68%), best:    9805/10000 (98.05%), error:       802.89911, best error:       638.16180 on epoch:    77, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 151.8360443115s, input_fired_time: 1.5359164476, output_fired_time: 1.3302202225, propagate_forward_time: 58.0017166138, propagate_backward_time: 87.7579956055, weight_update_time: 0.1813840121, other_time: 3.2101974487
epoch time: 12.4489021301s, input_fired_time: 0.1981908530, output_fired_time: 0.0000000000, propagate_forward_time: 11.6771593094, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5735521317
validation[          , genome  7118] predictions:    9775/  10000 (97.75%), best:    9805/10000 (98.05%), error:       734.61456, best error:       638.16180 on epoch:    77, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 151.2013092041s, input_fired_time: 1.5023779869, output_fired_time: 1.3278027773, propagate_forward_time: 57.8465499878, propagate_backward_time: 87.4535293579, weight_update_time: 0.1781570613, other_time: 3.0710449219
epoch time: 12.3690929413s, input_fired_time: 0.1947365701, output_fired_time: 0.0000000000, propagate_forward_time: 11.6213817596, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5529747009
validation[          , genome  7118] predictions:    9772/  10000 (97.72%), best:    9805/10000 (98.05%), error:       717.24005, best error:       638.16180 on epoch:    77, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 153.1273956299s, input_fired_time: 1.5544790030, output_fired_time: 1.3523534536, propagate_forward_time: 58.3221893311, propagate_backward_time: 88.6861495972, weight_update_time: 0.1868330836, other_time: 3.2122268677
epoch time: 12.2637128830s, input_fired_time: 0.1931309551, output_fired_time: 0.0000000000, propagate_forward_time: 11.5314702988, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5391120911
validation[          , genome  7118] predictions:    9772/  10000 (97.72%), best:    9805/10000 (98.05%), error:       726.59735, best error:       638.16180 on epoch:    77, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 151.5203247070s, input_fired_time: 1.5028017759, output_fired_time: 1.3362456560, propagate_forward_time: 57.9149589539, propagate_backward_time: 87.6952438354, weight_update_time: 0.1782077849, other_time: 3.0710678101
epoch time: 12.5166349411s, input_fired_time: 0.1913875788, output_fired_time: 0.0000000000, propagate_forward_time: 11.7708768845, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5543708801
validation[          , genome  7118] predictions:    9791/  10000 (97.91%), best:    9805/10000 (98.05%), error:       717.85144, best error:       638.16180 on epoch:    77, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 152.3832550049s, input_fired_time: 1.5356807709, output_fired_time: 1.3272277117, propagate_forward_time: 58.2874488831, propagate_backward_time: 88.0468139648, weight_update_time: 0.1808085293, other_time: 3.1860961914
epoch time: 12.2650461197s, input_fired_time: 0.1915068328, output_fired_time: 0.0000000000, propagate_forward_time: 11.5347270966, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5388126373
validation[          , genome  7118] predictions:    9789/  10000 (97.89%), best:    9805/10000 (98.05%), error:       691.60675, best error:       638.16180 on epoch:    77, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 153.2681884766s, input_fired_time: 1.5575439930, output_fired_time: 1.3271996975, propagate_forward_time: 58.4519042969, propagate_backward_time: 88.6727218628, weight_update_time: 0.1821430922, other_time: 3.2588272095
epoch time: 12.3782873154s, input_fired_time: 0.1989752650, output_fired_time: 0.0000000000, propagate_forward_time: 11.6126489639, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5666627884
validation[          , genome  7118] predictions:    9797/  10000 (97.97%), best:    9805/10000 (98.05%), error:       670.40363, best error:       638.16180 on epoch:    77, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 151.9451599121s, input_fired_time: 1.5283895731, output_fired_time: 1.3426235914, propagate_forward_time: 58.0377731323, propagate_backward_time: 87.8830337524, weight_update_time: 0.1925024241, other_time: 3.1533355713
epoch time: 12.2992811203s, input_fired_time: 0.1974738240, output_fired_time: 0.0000000000, propagate_forward_time: 11.5389204025, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5628871918
validation[          , genome  7118] predictions:    9797/  10000 (97.97%), best:    9805/10000 (98.05%), error:       684.91040, best error:       638.16180 on epoch:    77, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 153.5922698975s, input_fired_time: 1.5604960918, output_fired_time: 1.3418505192, propagate_forward_time: 58.5649909973, propagate_backward_time: 88.8111953735, weight_update_time: 0.1832430810, other_time: 3.3137283325
epoch time: 12.5943098068s, input_fired_time: 0.2062297314, output_fired_time: 0.0000000000, propagate_forward_time: 11.8060693741, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5820102692
validation[          , genome  7118] predictions:    9798/  10000 (97.98%), best:    9805/10000 (98.05%), error:       652.84802, best error:       638.16180 on epoch:    77, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 153.7333374023s, input_fired_time: 1.5607526302, output_fired_time: 1.3479150534, propagate_forward_time: 58.5839958191, propagate_backward_time: 89.0044326782, weight_update_time: 0.1821977794, other_time: 3.2362442017
epoch time: 12.9150867462s, input_fired_time: 0.2066299915, output_fired_time: 0.0000000000, propagate_forward_time: 12.1092491150, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5992078781
validation[          , genome  7118] predictions:    9785/  10000 (97.85%), best:    9805/10000 (98.05%), error:       743.77069, best error:       638.16180 on epoch:    77, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 151.4382171631s, input_fired_time: 1.5100980997, output_fired_time: 1.3401434422, propagate_forward_time: 57.8361740112, propagate_backward_time: 87.6822891235, weight_update_time: 0.1787588149, other_time: 3.0695037842
epoch time: 12.2732038498s, input_fired_time: 0.1922521591, output_fired_time: 0.0000000000, propagate_forward_time: 11.5395069122, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5414447784
validation[          , genome  7118] predictions:    9779/  10000 (97.79%), best:    9805/10000 (98.05%), error:       736.11481, best error:       638.16180 on epoch:    77, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 153.7154235840s, input_fired_time: 1.5724974871, output_fired_time: 1.3546729088, propagate_forward_time: 58.6065711975, propagate_backward_time: 88.8308486938, weight_update_time: 0.1843603104, other_time: 3.3508377075
epoch time: 12.3903169632s, input_fired_time: 0.2017002553, output_fired_time: 0.0000000000, propagate_forward_time: 11.6315517426, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5570650101
validation[          , genome  7118] predictions:    9796/  10000 (97.96%), best:    9805/10000 (98.05%), error:       688.57843, best error:       638.16180 on epoch:    77, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 152.3895874023s, input_fired_time: 1.5087305307, output_fired_time: 1.3270457983, propagate_forward_time: 58.2543830872, propagate_backward_time: 88.1807250977, weight_update_time: 0.1796815246, other_time: 3.1187133789
epoch time: 12.1715564728s, input_fired_time: 0.1914637387, output_fired_time: 0.0000000000, propagate_forward_time: 11.4399271011, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5401659012
validation[          , genome  7118] predictions:    9786/  10000 (97.86%), best:    9805/10000 (98.05%), error:       710.01617, best error:       638.16180 on epoch:    77, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 152.2487030029s, input_fired_time: 1.5354827642, output_fired_time: 1.3413285017, propagate_forward_time: 58.2293663025, propagate_backward_time: 87.9962844849, weight_update_time: 0.1788631231, other_time: 3.1462478638
epoch time: 12.2368412018s, input_fired_time: 0.1929410398, output_fired_time: 0.0000000000, propagate_forward_time: 11.5047292709, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5391712189
validation[          , genome  7118] predictions:    9788/  10000 (97.88%), best:    9805/10000 (98.05%), error:       683.03094, best error:       638.16180 on epoch:    77, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 152.3066406250s, input_fired_time: 1.5676952600, output_fired_time: 1.3354312181, propagate_forward_time: 58.1134033203, propagate_backward_time: 88.0749969482, weight_update_time: 0.1814442128, other_time: 3.2151184082
epoch time: 12.2454738617s, input_fired_time: 0.1922438443, output_fired_time: 0.0000000000, propagate_forward_time: 11.5165081024, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5367221832
validation[          , genome  7118] predictions:    9765/  10000 (97.65%), best:    9805/10000 (98.05%), error:       755.20789, best error:       638.16180 on epoch:    77, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 152.7672424316s, input_fired_time: 1.5531374216, output_fired_time: 1.3378224373, propagate_forward_time: 58.3550453186, propagate_backward_time: 88.3099136353, weight_update_time: 0.1824820787, other_time: 3.2113265991
epoch time: 12.1463918686s, input_fired_time: 0.1910557598, output_fired_time: 0.0000000000, propagate_forward_time: 11.4217491150, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5335874557
validation[          , genome  7118] predictions:    9812/  10000 (98.12%), best:    9812/10000 (98.12%), error:       629.76331, best error:       629.76331 on epoch:    95, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 153.2972412109s, input_fired_time: 1.5588666201, output_fired_time: 1.3295841217, propagate_forward_time: 58.4854507446, propagate_backward_time: 88.6159591675, weight_update_time: 0.1828402430, other_time: 3.3073730469
epoch time: 12.9784917831s, input_fired_time: 0.1987617612, output_fired_time: 0.0000000000, propagate_forward_time: 12.2125644684, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5671653748
validation[          , genome  7118] predictions:    9751/  10000 (97.51%), best:    9812/10000 (98.12%), error:       796.79370, best error:       629.76331 on epoch:    95, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 153.6169128418s, input_fired_time: 1.5667805672, output_fired_time: 1.3570536375, propagate_forward_time: 58.8322944641, propagate_backward_time: 88.5829010010, weight_update_time: 0.1924264133, other_time: 3.2778778076
epoch time: 12.5485134125s, input_fired_time: 0.2094755620, output_fired_time: 0.0000000000, propagate_forward_time: 11.7583780289, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5806598663
validation[          , genome  7118] predictions:    9771/  10000 (97.71%), best:    9812/10000 (98.12%), error:       765.40045, best error:       629.76331 on epoch:    95, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 153.4104614258s, input_fired_time: 1.5697714090, output_fired_time: 1.3284958601, propagate_forward_time: 58.5195236206, propagate_backward_time: 88.6855468750, weight_update_time: 0.1890861243, other_time: 3.3071212769
epoch time: 12.2215394974s, input_fired_time: 0.1931290030, output_fired_time: 0.0000000000, propagate_forward_time: 11.4908390045, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5375719070
validation[          , genome  7118] predictions:    9795/  10000 (97.95%), best:    9812/10000 (98.12%), error:       693.30322, best error:       629.76331 on epoch:    95, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 153.2458038330s, input_fired_time: 1.5543497801, output_fired_time: 1.3491437435, propagate_forward_time: 58.5254631042, propagate_backward_time: 88.5393981934, weight_update_time: 0.1832281947, other_time: 3.2774505615
epoch time: 12.2515611649s, input_fired_time: 0.1958422363, output_fired_time: 0.0000000000, propagate_forward_time: 11.5162105560, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5395088196
validation[          , genome  7118] predictions:    9792/  10000 (97.92%), best:    9812/10000 (98.12%), error:       704.54999, best error:       629.76331 on epoch:    95, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 154.0644226074s, input_fired_time: 1.5746365786, output_fired_time: 1.3531026840, propagate_forward_time: 58.7078132629, propagate_backward_time: 89.0920181274, weight_update_time: 0.1975627840, other_time: 3.3368606567
epoch time: 12.4239826202s, input_fired_time: 0.1975601763, output_fired_time: 0.0000000000, propagate_forward_time: 11.6602916718, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5661306381
validation[          , genome  7118] predictions:    9753/  10000 (97.53%), best:    9812/10000 (98.12%), error:       786.74841, best error:       629.76331 on epoch:    95, 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: 61.5247993469s, input_fired_time: 0.9768953919, output_fired_time: 0.0000000000, propagate_forward_time: 57.7208328247, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.8270721436
best training[          , genome  7118] predictions:   49851/  50000 (99.70%), best:    9812/10000 (98.12%), error:       918.07184, best error:       629.76331 on epoch:    95, 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: 12.5755662918s, input_fired_time: 0.2048428655, output_fired_time: 0.0000000000, propagate_forward_time: 11.8040447235, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5666790009
   testing[          , genome  7118] predictions:    9840/  10000 (98.40%), best:    9812/10000 (98.12%), error:       542.80438, best error:       629.76331 on epoch:    95, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
23:39:10 (2108): called boinc_finish(0)

</stderr_txt>
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