Nameexact_genome_1512568488_43_6794_0
Workunit2605260
Created7 Dec 2017, 21:58:32 UTC
Sent7 Dec 2017, 22:05:43 UTC
Report deadline17 Dec 2017, 8:17:29 UTC
Received9 Dec 2017, 8:36:39 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID57938
Run time5 hours 13 min 22 sec
CPU time5 hours 9 min 49 sec
Validate stateValid
Credit2,356.21
Device peak FLOPS2.90 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size153.34 MB
Peak swap size158.08 MB
Peak disk usage1.89 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
or:      1034.54443, best error:       954.21008 on epoch:    12, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 170.1151580811s, input_fired_time: 1.5525022745, output_fired_time: 1.5863209963, propagate_forward_time: 63.6755065918, propagate_backward_time: 99.9985961914, weight_update_time: 0.2029423267, other_time: 3.3022308350
epoch time: 13.9244241714s, input_fired_time: 0.2019409388, output_fired_time: 0.0000000000, propagate_forward_time: 13.1280937195, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5943899155
validation[          , genome  6794] predictions:    9681/  10000 (96.81%), best:    9705/10000 (97.05%), error:      1060.09766, best error:       954.21008 on epoch:    12, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 170.5929107666s, input_fired_time: 1.5484879017, output_fired_time: 1.5862991810, propagate_forward_time: 63.9882392883, propagate_backward_time: 100.1867446899, weight_update_time: 0.2042028606, other_time: 3.2831344604
epoch time: 13.6425914764s, input_fired_time: 0.1914909929, output_fired_time: 0.0000000000, propagate_forward_time: 12.8783798218, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5727205276
validation[          , genome  6794] predictions:    9672/  10000 (96.72%), best:    9705/10000 (97.05%), error:      1078.45557, best error:       954.21008 on epoch:    12, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 168.9484252930s, input_fired_time: 1.5403369665, output_fired_time: 1.5694516897, propagate_forward_time: 63.4404945374, propagate_backward_time: 99.1847152710, weight_update_time: 0.2012883425, other_time: 3.2134170532
epoch time: 13.5666542053s, input_fired_time: 0.1944487840, output_fired_time: 0.0000000000, propagate_forward_time: 12.7930078506, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5791978836
validation[          , genome  6794] predictions:    9713/  10000 (97.13%), best:    9705/10000 (97.05%), error:       959.44763, best error:       954.21008 on epoch:    12, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 169.2447814941s, input_fired_time: 1.5517820120, output_fired_time: 1.5791234970, propagate_forward_time: 63.1760978699, propagate_backward_time: 99.6523132324, weight_update_time: 0.2019692659, other_time: 3.2854614258
epoch time: 13.5945186615s, input_fired_time: 0.1922796220, output_fired_time: 0.0000000000, propagate_forward_time: 12.8283071518, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5739316940
validation[          , genome  6794] predictions:    9689/  10000 (96.89%), best:    9705/10000 (97.05%), error:      1052.67432, best error:       954.21008 on epoch:    12, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 169.8067779541s, input_fired_time: 1.5510473251, output_fired_time: 1.5867900848, propagate_forward_time: 63.6009483337, propagate_backward_time: 99.7805328369, weight_update_time: 0.2043920755, other_time: 3.2874603271
epoch time: 13.6936092377s, input_fired_time: 0.1917958111, output_fired_time: 0.0000000000, propagate_forward_time: 12.9264049530, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5754089355
validation[          , genome  6794] predictions:    9733/  10000 (97.33%), best:    9733/10000 (97.33%), error:       894.51324, best error:       894.51324 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 170.7276763916s, input_fired_time: 1.5472823381, output_fired_time: 1.5808192492, propagate_forward_time: 64.2786026001, propagate_backward_time: 100.1024017334, weight_update_time: 0.1992395669, other_time: 3.2185592651
epoch time: 13.4636297226s, input_fired_time: 0.1900573224, output_fired_time: 0.0000000000, propagate_forward_time: 12.7088613510, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5647106171
validation[          , genome  6794] predictions:    9731/  10000 (97.31%), best:    9733/10000 (97.33%), error:       944.44067, best error:       894.51324 on epoch:    19, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 169.6156616211s, input_fired_time: 1.5526411533, output_fired_time: 1.5825285912, propagate_forward_time: 63.4858322144, propagate_backward_time: 99.7096023560, weight_update_time: 0.2009619772, other_time: 3.2850494385
epoch time: 13.6870193481s, input_fired_time: 0.1950013638, output_fired_time: 0.0000000000, propagate_forward_time: 12.9079265594, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5840911865
validation[          , genome  6794] predictions:    9718/  10000 (97.18%), best:    9733/10000 (97.33%), error:       915.56488, best error:       894.51324 on epoch:    19, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 168.7187957764s, input_fired_time: 1.5348380804, output_fired_time: 1.5710370541, propagate_forward_time: 63.2317695618, propagate_backward_time: 99.1568222046, weight_update_time: 0.1990593225, other_time: 3.2243423462
epoch time: 13.2306013107s, input_fired_time: 0.1937765926, output_fired_time: 0.0000000000, propagate_forward_time: 12.4135446548, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6232805252
validation[          , genome  6794] predictions:    9742/  10000 (97.42%), best:    9742/10000 (97.42%), error:       864.35974, best error:       864.35974 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 171.4400482178s, input_fired_time: 1.5452896357, output_fired_time: 1.5881998539, propagate_forward_time: 64.4451904297, propagate_backward_time: 100.6315917969, weight_update_time: 0.2029963583, other_time: 3.2297821045
epoch time: 13.5596513748s, input_fired_time: 0.2014396787, output_fired_time: 0.0000000000, propagate_forward_time: 12.7204065323, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6378049850
validation[          , genome  6794] predictions:    9747/  10000 (97.47%), best:    9747/10000 (97.47%), error:       861.65594, best error:       861.65594 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 170.3121643066s, input_fired_time: 1.5508769751, output_fired_time: 1.5796432495, propagate_forward_time: 63.8829231262, propagate_backward_time: 100.0555267334, weight_update_time: 0.2010391504, other_time: 3.2431945801
epoch time: 13.2646274567s, input_fired_time: 0.1942849606, output_fired_time: 0.0000000000, propagate_forward_time: 12.4812364578, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5891056061
validation[          , genome  6794] predictions:    9746/  10000 (97.46%), best:    9746/10000 (97.46%), error:       833.15186, best error:       833.15186 on epoch:    24, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 168.9149780273s, input_fired_time: 1.5523364544, output_fired_time: 1.5842375755, propagate_forward_time: 63.0722160339, propagate_backward_time: 99.4395370483, weight_update_time: 0.1989017427, other_time: 3.2666397095
epoch time: 13.6843376160s, input_fired_time: 0.1924072504, output_fired_time: 0.0000000000, propagate_forward_time: 12.9199314117, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5719985962
validation[          , genome  6794] predictions:    9670/  10000 (96.70%), best:    9746/10000 (97.46%), error:      1072.90662, best error:       833.15186 on epoch:    24, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 167.9815216064s, input_fired_time: 1.5409383774, output_fired_time: 1.5619496107, propagate_forward_time: 63.0197906494, propagate_backward_time: 98.6119155884, weight_update_time: 0.2006219625, other_time: 3.2469253540
epoch time: 13.6411218643s, input_fired_time: 0.1906335503, output_fired_time: 0.0000000000, propagate_forward_time: 12.8845291138, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5659589767
validation[          , genome  6794] predictions:    9696/  10000 (96.96%), best:    9746/10000 (97.46%), error:       993.33710, best error:       833.15186 on epoch:    24, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 170.7852020264s, input_fired_time: 1.5569058657, output_fired_time: 1.5846909285, propagate_forward_time: 64.0705108643, propagate_backward_time: 100.3310852051, weight_update_time: 0.2013873458, other_time: 3.2420196533
epoch time: 13.7574777603s, input_fired_time: 0.1964795887, output_fired_time: 0.0000000000, propagate_forward_time: 12.9837417603, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5772562027
validation[          , genome  6794] predictions:    9701/  10000 (97.01%), best:    9746/10000 (97.46%), error:       945.18787, best error:       833.15186 on epoch:    24, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 168.0691833496s, input_fired_time: 1.5483348370, output_fired_time: 1.5743721724, propagate_forward_time: 62.5308265686, propagate_backward_time: 99.0760116577, weight_update_time: 0.2006607056, other_time: 3.3396377563
epoch time: 13.5582637787s, input_fired_time: 0.1962604970, output_fired_time: 0.0000000000, propagate_forward_time: 12.7878246307, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5741786957
validation[          , genome  6794] predictions:    9736/  10000 (97.36%), best:    9746/10000 (97.46%), error:       907.13336, best error:       833.15186 on epoch:    24, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 170.4054718018s, input_fired_time: 1.5558421612, output_fired_time: 1.5810248852, propagate_forward_time: 64.0348129272, propagate_backward_time: 100.0081024170, weight_update_time: 0.2002818733, other_time: 3.2256851196
epoch time: 13.1357812881s, input_fired_time: 0.1914882958, output_fired_time: 0.0000000000, propagate_forward_time: 12.3482828140, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5960102081
validation[          , genome  6794] predictions:    9682/  10000 (96.82%), best:    9746/10000 (97.46%), error:      1018.43005, best error:       833.15186 on epoch:    24, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 167.9483947754s, input_fired_time: 1.5442137718, output_fired_time: 1.5673832893, propagate_forward_time: 62.9754486084, propagate_backward_time: 98.6153717041, weight_update_time: 0.2018439472, other_time: 3.2459716797
epoch time: 13.7252311707s, input_fired_time: 0.1920689344, output_fired_time: 0.0000000000, propagate_forward_time: 12.9696969986, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5634651184
validation[          , genome  6794] predictions:    9564/  10000 (95.64%), best:    9746/10000 (97.46%), error:      1430.63550, best error:       833.15186 on epoch:    24, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 170.6287078857s, input_fired_time: 1.5604398251, output_fired_time: 1.5777583122, propagate_forward_time: 63.9857673645, propagate_backward_time: 100.2465057373, weight_update_time: 0.2005700618, other_time: 3.2582397461
epoch time: 13.7749423981s, input_fired_time: 0.1974365264, output_fired_time: 0.0000000000, propagate_forward_time: 12.9809522629, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5965538025
validation[          , genome  6794] predictions:    9482/  10000 (94.82%), best:    9746/10000 (97.46%), error:      1806.91101, best error:       833.15186 on epoch:    24, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 171.0640258789s, input_fired_time: 1.5616635084, output_fired_time: 1.5861505270, propagate_forward_time: 64.2925033569, propagate_backward_time: 100.3898468018, weight_update_time: 0.2021733224, other_time: 3.2338638306
epoch time: 14.0701150894s, input_fired_time: 0.2013664991, output_fired_time: 0.0000000000, propagate_forward_time: 13.2741193771, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5946292877
validation[          , genome  6794] predictions:    9716/  10000 (97.16%), best:    9746/10000 (97.46%), error:       899.43591, best error:       833.15186 on epoch:    24, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 171.1628875732s, input_fired_time: 1.5700118542, output_fired_time: 1.5884690285, propagate_forward_time: 64.2484359741, propagate_backward_time: 100.4898376465, weight_update_time: 0.2040711194, other_time: 3.2661361694
epoch time: 12.7938947678s, input_fired_time: 0.1954159886, output_fired_time: 0.0000000000, propagate_forward_time: 11.9567499161, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6417284012
validation[          , genome  6794] predictions:    9717/  10000 (97.17%), best:    9746/10000 (97.46%), error:       945.50793, best error:       833.15186 on epoch:    24, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 169.6563568115s, input_fired_time: 1.5587919950, output_fired_time: 1.5909435749, propagate_forward_time: 63.3397979736, propagate_backward_time: 99.8225936890, weight_update_time: 0.2037890404, other_time: 3.3442306519
epoch time: 13.3774719238s, input_fired_time: 0.1946549714, output_fired_time: 0.0000000000, propagate_forward_time: 12.5969476700, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5858688354
validation[          , genome  6794] predictions:    9717/  10000 (97.17%), best:    9746/10000 (97.46%), error:       922.77374, best error:       833.15186 on epoch:    24, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 169.7534027100s, input_fired_time: 1.5615053177, output_fired_time: 1.5746326447, propagate_forward_time: 63.6618804932, propagate_backward_time: 99.6748962402, weight_update_time: 0.2004688680, other_time: 3.2804870605
epoch time: 13.8682365417s, input_fired_time: 0.2017084360, output_fired_time: 0.0000000000, propagate_forward_time: 13.0736589432, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5928688049
validation[          , genome  6794] predictions:    9737/  10000 (97.37%), best:    9746/10000 (97.46%), error:       906.56934, best error:       833.15186 on epoch:    24, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 168.7502441406s, input_fired_time: 1.5535029173, output_fired_time: 1.5742311478, propagate_forward_time: 62.9685173035, propagate_backward_time: 99.3418807983, weight_update_time: 0.2000010014, other_time: 3.3121109009
epoch time: 13.6022253036s, input_fired_time: 0.1946528107, output_fired_time: 0.0000000000, propagate_forward_time: 12.8233385086, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5842342377
validation[          , genome  6794] predictions:    9704/  10000 (97.04%), best:    9746/10000 (97.46%), error:       986.39380, best error:       833.15186 on epoch:    24, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 170.9170684814s, input_fired_time: 1.5520156622, output_fired_time: 1.5849419832, propagate_forward_time: 64.2161636353, propagate_backward_time: 100.3453598022, weight_update_time: 0.2021919787, other_time: 3.2185821533
epoch time: 13.8419427872s, input_fired_time: 0.1980635971, output_fired_time: 0.0000000000, propagate_forward_time: 13.0584421158, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5854368210
validation[          , genome  6794] predictions:    9729/  10000 (97.29%), best:    9746/10000 (97.46%), error:       894.23627, best error:       833.15186 on epoch:    24, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 171.2539978027s, input_fired_time: 1.5587229729, output_fired_time: 1.5832915306, propagate_forward_time: 64.5638580322, propagate_backward_time: 100.3334884644, weight_update_time: 0.1996734589, other_time: 3.2146377563
epoch time: 13.7727966309s, input_fired_time: 0.1952985823, output_fired_time: 0.0000000000, propagate_forward_time: 12.9914503098, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5860481262
validation[          , genome  6794] predictions:    9721/  10000 (97.21%), best:    9746/10000 (97.46%), error:       881.80170, best error:       833.15186 on epoch:    24, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 170.4070434570s, input_fired_time: 1.5631105900, output_fired_time: 1.5834816694, propagate_forward_time: 64.0540542603, propagate_backward_time: 99.9506072998, weight_update_time: 0.2109102309, other_time: 3.2557907104
epoch time: 13.6281003952s, input_fired_time: 0.1936988980, output_fired_time: 0.0000000000, propagate_forward_time: 12.8504390717, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5839624405
validation[          , genome  6794] predictions:    9769/  10000 (97.69%), best:    9769/10000 (97.69%), error:       807.20374, best error:       807.20374 on epoch:    39, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 169.9818878174s, input_fired_time: 1.5655996799, output_fired_time: 1.5779925585, propagate_forward_time: 63.7417297363, propagate_backward_time: 99.8342666626, weight_update_time: 0.2008910328, other_time: 3.2623062134
epoch time: 14.2915229797s, input_fired_time: 0.2057494819, output_fired_time: 0.0000000000, propagate_forward_time: 13.4928655624, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5929079056
validation[          , genome  6794] predictions:    9716/  10000 (97.16%), best:    9769/10000 (97.69%), error:       962.46722, best error:       807.20374 on epoch:    39, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 170.1396942139s, input_fired_time: 1.5612750053, output_fired_time: 1.5809482336, propagate_forward_time: 63.7714080811, propagate_backward_time: 99.9827804565, weight_update_time: 0.2013266534, other_time: 3.2432785034
epoch time: 13.4082136154s, input_fired_time: 0.1949072033, output_fired_time: 0.0000000000, propagate_forward_time: 12.6302547455, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5830516815
validation[          , genome  6794] predictions:    9729/  10000 (97.29%), best:    9769/10000 (97.69%), error:       871.53137, best error:       807.20374 on epoch:    39, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 169.5520782471s, input_fired_time: 1.5602053404, output_fired_time: 1.5789793730, propagate_forward_time: 63.4145965576, propagate_backward_time: 99.7051925659, weight_update_time: 0.2028468698, other_time: 3.2930984497
epoch time: 14.1639804840s, input_fired_time: 0.2046693414, output_fired_time: 0.0000000000, propagate_forward_time: 13.3673133850, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5919981003
validation[          , genome  6794] predictions:    9720/  10000 (97.20%), best:    9769/10000 (97.69%), error:       891.61316, best error:       807.20374 on epoch:    39, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 171.2393951416s, input_fired_time: 1.5760269165, output_fired_time: 1.5967572927, propagate_forward_time: 64.3768692017, propagate_backward_time: 100.4078979492, weight_update_time: 0.2059793174, other_time: 3.2818374634
epoch time: 13.1634416580s, input_fired_time: 0.1910080016, output_fired_time: 0.0000000000, propagate_forward_time: 12.4035015106, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5689325333
validation[          , genome  6794] predictions:    9750/  10000 (97.50%), best:    9769/10000 (97.69%), error:       817.57751, best error:       807.20374 on epoch:    39, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 170.6211853027s, input_fired_time: 1.5721341372, output_fired_time: 1.5866765976, propagate_forward_time: 63.9666137695, propagate_backward_time: 100.2256774902, weight_update_time: 0.2016056180, other_time: 3.2700958252
epoch time: 13.6947412491s, input_fired_time: 0.1957118660, output_fired_time: 0.0000000000, propagate_forward_time: 12.9167881012, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5822410583
validation[          , genome  6794] predictions:    9727/  10000 (97.27%), best:    9769/10000 (97.69%), error:       886.24615, best error:       807.20374 on epoch:    39, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 170.3275604248s, input_fired_time: 1.5770590305, output_fired_time: 1.5908013582, propagate_forward_time: 63.7911376953, propagate_backward_time: 100.0551071167, weight_update_time: 0.2036012858, other_time: 3.3134536743
epoch time: 13.4726696014s, input_fired_time: 0.1945742071, output_fired_time: 0.0000000000, propagate_forward_time: 12.7011165619, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5769786835
validation[          , genome  6794] predictions:    9749/  10000 (97.49%), best:    9769/10000 (97.69%), error:       821.26941, best error:       807.20374 on epoch:    39, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 170.8053283691s, input_fired_time: 1.5682348013, output_fired_time: 1.5920596123, propagate_forward_time: 64.1193771362, propagate_backward_time: 100.2440948486, weight_update_time: 0.2011040002, other_time: 3.2815628052
epoch time: 13.8769874573s, input_fired_time: 0.1981582493, output_fired_time: 0.0000000000, propagate_forward_time: 13.1016178131, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5772113800
validation[          , genome  6794] predictions:    9733/  10000 (97.33%), best:    9769/10000 (97.69%), error:       864.63757, best error:       807.20374 on epoch:    39, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 170.3749389648s, input_fired_time: 1.5663378239, output_fired_time: 1.5860877037, propagate_forward_time: 63.7959556580, propagate_backward_time: 100.1098861694, weight_update_time: 0.2094598711, other_time: 3.3166580200
epoch time: 13.6019792557s, input_fired_time: 0.1991285235, output_fired_time: 0.0000000000, propagate_forward_time: 12.8275537491, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5752973557
validation[          , genome  6794] predictions:    9740/  10000 (97.40%), best:    9769/10000 (97.69%), error:       857.19836, best error:       807.20374 on epoch:    39, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 168.8130950928s, input_fired_time: 1.5622609854, output_fired_time: 1.5783810616, propagate_forward_time: 62.9772148132, propagate_backward_time: 99.4251022339, weight_update_time: 0.2011315078, other_time: 3.2701339722
epoch time: 13.7854042053s, input_fired_time: 0.1975722462, output_fired_time: 0.0000000000, propagate_forward_time: 13.0201578140, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5676736832
validation[          , genome  6794] predictions:    9748/  10000 (97.48%), best:    9769/10000 (97.69%), error:       819.76971, best error:       807.20374 on epoch:    39, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 168.7036895752s, input_fired_time: 1.5602118969, output_fired_time: 1.5756837130, propagate_forward_time: 62.7983131409, propagate_backward_time: 99.4563446045, weight_update_time: 0.2016751021, other_time: 3.3131408691
epoch time: 13.7477016449s, input_fired_time: 0.2010857910, output_fired_time: 0.0000000000, propagate_forward_time: 12.9624471664, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5841684341
validation[          , genome  6794] predictions:    9718/  10000 (97.18%), best:    9769/10000 (97.69%), error:       919.92804, best error:       807.20374 on epoch:    39, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 170.4812011719s, input_fired_time: 1.5659921169, output_fired_time: 1.5850132704, propagate_forward_time: 64.1108169556, propagate_backward_time: 100.0084762573, weight_update_time: 0.1986813098, other_time: 3.2109069824
epoch time: 13.6631278992s, input_fired_time: 0.2018645853, output_fired_time: 0.0000000000, propagate_forward_time: 12.8846979141, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5765657425
validation[          , genome  6794] predictions:    9713/  10000 (97.13%), best:    9769/10000 (97.69%), error:       898.26196, best error:       807.20374 on epoch:    39, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 171.3280639648s, input_fired_time: 1.6023434401, output_fired_time: 1.5975977182, propagate_forward_time: 64.0359039307, propagate_backward_time: 100.7266769409, weight_update_time: 0.2059166729, other_time: 3.3655471802
epoch time: 13.7640609741s, input_fired_time: 0.1992308050, output_fired_time: 0.0000000000, propagate_forward_time: 12.9732646942, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5915651321
validation[          , genome  6794] predictions:    9730/  10000 (97.30%), best:    9769/10000 (97.69%), error:       905.23737, best error:       807.20374 on epoch:    39, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 168.8537292480s, input_fired_time: 1.5650187731, output_fired_time: 1.5758121014, propagate_forward_time: 62.9888572693, propagate_backward_time: 99.4100189209, weight_update_time: 0.2022961229, other_time: 3.3140258789
epoch time: 13.8754367828s, input_fired_time: 0.1993780583, output_fired_time: 0.0000000000, propagate_forward_time: 13.0993566513, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5767021179
validation[          , genome  6794] predictions:    9683/  10000 (96.83%), best:    9769/10000 (97.69%), error:      1038.27319, best error:       807.20374 on epoch:    39, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 171.4397888184s, input_fired_time: 1.5801651478, output_fired_time: 1.5856537819, propagate_forward_time: 64.4438858032, propagate_backward_time: 100.5824661255, weight_update_time: 0.2044264227, other_time: 3.2476196289
epoch time: 13.8061084747s, input_fired_time: 0.1987354308, output_fired_time: 0.0000000000, propagate_forward_time: 13.0246000290, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5827732086
validation[          , genome  6794] predictions:    9732/  10000 (97.32%), best:    9769/10000 (97.69%), error:       896.02130, best error:       807.20374 on epoch:    39, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 171.2690582275s, input_fired_time: 1.5780183077, output_fired_time: 1.5891549587, propagate_forward_time: 64.3056259155, propagate_backward_time: 100.5389099121, weight_update_time: 0.2019939125, other_time: 3.2573471069
epoch time: 13.0977392197s, input_fired_time: 0.1992237121, output_fired_time: 0.0000000000, propagate_forward_time: 12.2747373581, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6237783432
validation[          , genome  6794] predictions:    9730/  10000 (97.30%), best:    9769/10000 (97.69%), error:       875.21881, best error:       807.20374 on epoch:    39, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 169.1108093262s, input_fired_time: 1.5711765289, output_fired_time: 1.5690462589, propagate_forward_time: 63.2435607910, propagate_backward_time: 99.4338684082, weight_update_time: 0.2023483962, other_time: 3.2931518555
epoch time: 13.9648542404s, input_fired_time: 0.2027060091, output_fired_time: 0.0000000000, propagate_forward_time: 13.1768159866, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5853319168
validation[          , genome  6794] predictions:    9758/  10000 (97.58%), best:    9769/10000 (97.69%), error:       812.66162, best error:       807.20374 on epoch:    39, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 169.4955139160s, input_fired_time: 1.5634447336, output_fired_time: 1.5796045065, propagate_forward_time: 63.2907485962, propagate_backward_time: 99.7822113037, weight_update_time: 0.2038234323, other_time: 3.2795028687
epoch time: 13.4261627197s, input_fired_time: 0.1986210644, output_fired_time: 0.0000000000, propagate_forward_time: 12.6374034882, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5901384354
validation[          , genome  6794] predictions:    9745/  10000 (97.45%), best:    9769/10000 (97.69%), error:       823.91132, best error:       807.20374 on epoch:    39, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 171.5818023682s, input_fired_time: 1.5725035667, output_fired_time: 1.5846272707, propagate_forward_time: 64.6074295044, propagate_backward_time: 100.5924682617, weight_update_time: 0.2036158890, other_time: 3.2247695923
epoch time: 13.2357215881s, input_fired_time: 0.1975842267, output_fired_time: 0.0000000000, propagate_forward_time: 12.4467802048, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5913572311
validation[          , genome  6794] predictions:    9729/  10000 (97.29%), best:    9769/10000 (97.69%), error:       871.09454, best error:       807.20374 on epoch:    39, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 170.8135223389s, input_fired_time: 1.5847678185, output_fired_time: 1.5778046846, propagate_forward_time: 64.2530670166, propagate_backward_time: 100.1560668945, weight_update_time: 0.2006102949, other_time: 3.2418212891
epoch time: 13.2852363586s, input_fired_time: 0.1962756515, output_fired_time: 0.0000000000, propagate_forward_time: 12.5028047562, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5861558914
validation[          , genome  6794] predictions:    9730/  10000 (97.30%), best:    9769/10000 (97.69%), error:       880.81006, best error:       807.20374 on epoch:    39, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 171.4021606445s, input_fired_time: 1.5861645937, output_fired_time: 1.5963276625, propagate_forward_time: 64.2612686157, propagate_backward_time: 100.6865005493, weight_update_time: 0.2056850493, other_time: 3.2718963623
epoch time: 13.9406442642s, input_fired_time: 0.2033495307, output_fired_time: 0.0000000000, propagate_forward_time: 13.1628389359, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5744562149
validation[          , genome  6794] predictions:    9760/  10000 (97.60%), best:    9760/10000 (97.60%), error:       792.79651, best error:       792.79651 on epoch:    59, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 169.3695678711s, input_fired_time: 1.5596381426, output_fired_time: 1.5712897778, propagate_forward_time: 63.4709815979, propagate_backward_time: 99.5401535034, weight_update_time: 0.1989543885, other_time: 3.2275161743
epoch time: 13.7090940475s, input_fired_time: 0.2016137391, output_fired_time: 0.0000000000, propagate_forward_time: 12.9251317978, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5823488235
validation[          , genome  6794] predictions:    9734/  10000 (97.34%), best:    9760/10000 (97.60%), error:       863.88568, best error:       792.79651 on epoch:    59, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 168.5735015869s, input_fired_time: 1.5699944496, output_fired_time: 1.5731382370, propagate_forward_time: 62.9373359680, propagate_backward_time: 99.1655578613, weight_update_time: 0.2032828927, other_time: 3.3274841309
epoch time: 13.3560085297s, input_fired_time: 0.1977074295, output_fired_time: 0.0000000000, propagate_forward_time: 12.5721244812, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5861768723
validation[          , genome  6794] predictions:    9712/  10000 (97.12%), best:    9760/10000 (97.60%), error:       924.79285, best error:       792.79651 on epoch:    59, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 171.1716156006s, input_fired_time: 1.5778504610, output_fired_time: 1.5895506144, propagate_forward_time: 64.3400955200, propagate_backward_time: 100.3925552368, weight_update_time: 0.2043622583, other_time: 3.2715606689
epoch time: 13.7304353714s, input_fired_time: 0.1990384758, output_fired_time: 0.0000000000, propagate_forward_time: 12.9423656464, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5890312195
validation[          , genome  6794] predictions:    9770/  10000 (97.70%), best:    9770/10000 (97.70%), error:       747.89227, best error:       747.89227 on epoch:    62, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 168.4229431152s, input_fired_time: 1.5645090342, output_fired_time: 1.5715599060, propagate_forward_time: 62.7701530457, propagate_backward_time: 99.2082748413, weight_update_time: 0.2002513707, other_time: 3.3084335327
epoch time: 13.7266216278s, input_fired_time: 0.1933396459, output_fired_time: 0.0000000000, propagate_forward_time: 12.9675502777, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5657320023
validation[          , genome  6794] predictions:    9741/  10000 (97.41%), best:    9770/10000 (97.70%), error:       855.50610, best error:       747.89227 on epoch:    62, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 170.8776245117s, input_fired_time: 1.5793094635, output_fired_time: 1.5816383362, propagate_forward_time: 64.2076797485, propagate_backward_time: 100.2920989990, weight_update_time: 0.2008749694, other_time: 3.2168960571
epoch time: 13.2718076706s, input_fired_time: 0.1949959695, output_fired_time: 0.0000000000, propagate_forward_time: 12.5085735321, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5682382584
validation[          , genome  6794] predictions:    9770/  10000 (97.70%), best:    9770/10000 (97.70%), error:       773.43237, best error:       747.89227 on epoch:    62, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 170.2269592285s, input_fired_time: 1.5619729757, output_fired_time: 1.5831842422, propagate_forward_time: 63.7897949219, propagate_backward_time: 100.0656204224, weight_update_time: 0.1997868568, other_time: 3.2263870239
epoch time: 13.7237863541s, input_fired_time: 0.1990197599, output_fired_time: 0.0000000000, propagate_forward_time: 12.9391317368, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5856351852
validation[          , genome  6794] predictions:    9748/  10000 (97.48%), best:    9770/10000 (97.70%), error:       824.84515, best error:       747.89227 on epoch:    62, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 171.2516784668s, input_fired_time: 1.5845720768, output_fired_time: 1.5848848820, propagate_forward_time: 64.3329086304, propagate_backward_time: 100.4910125732, weight_update_time: 0.2025501132, other_time: 3.2582931519
epoch time: 13.8825397491s, input_fired_time: 0.1998289227, output_fired_time: 0.0000000000, propagate_forward_time: 13.1097488403, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5729618073
validation[          , genome  6794] predictions:    9776/  10000 (97.76%), best:    9770/10000 (97.70%), error:       785.61926, best error:       747.89227 on epoch:    62, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 171.1781463623s, input_fired_time: 1.5949227810, output_fired_time: 1.5905987024, propagate_forward_time: 64.5196762085, propagate_backward_time: 100.2229385376, weight_update_time: 0.2017833143, other_time: 3.2500152588
epoch time: 13.8950119019s, input_fired_time: 0.1987514347, output_fired_time: 0.0000000000, propagate_forward_time: 13.1283426285, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5679178238
validation[          , genome  6794] predictions:    9765/  10000 (97.65%), best:    9765/10000 (97.65%), error:       741.23541, best error:       741.23541 on epoch:    67, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 169.5668640137s, input_fired_time: 1.5702793598, output_fired_time: 1.5733329058, propagate_forward_time: 63.6275062561, propagate_backward_time: 99.5671997070, weight_update_time: 0.1992838681, other_time: 3.2285461426
epoch time: 13.6919994354s, input_fired_time: 0.1990638524, output_fired_time: 0.0000000000, propagate_forward_time: 12.9051227570, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5878124237
validation[          , genome  6794] predictions:    9766/  10000 (97.66%), best:    9765/10000 (97.65%), error:       788.64404, best error:       741.23541 on epoch:    67, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 169.7476959229s, input_fired_time: 1.5639636517, output_fired_time: 1.5827509165, propagate_forward_time: 63.5635757446, propagate_backward_time: 99.7945480347, weight_update_time: 0.2000263929, other_time: 3.2428588867
epoch time: 13.5146656036s, input_fired_time: 0.1988000870, output_fired_time: 0.0000000000, propagate_forward_time: 12.7373552322, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5785102844
validation[          , genome  6794] predictions:    9711/  10000 (97.11%), best:    9765/10000 (97.65%), error:       881.77460, best error:       741.23541 on epoch:    67, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 171.6314849854s, input_fired_time: 1.5818077326, output_fired_time: 1.5848151445, propagate_forward_time: 64.5851745605, propagate_backward_time: 100.6241760254, weight_update_time: 0.2029589713, other_time: 3.2555236816
epoch time: 13.1430492401s, input_fired_time: 0.1974334270, output_fired_time: 0.0000000000, propagate_forward_time: 12.3537311554, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5918846130
validation[          , genome  6794] predictions:    9732/  10000 (97.32%), best:    9765/10000 (97.65%), error:       844.47607, best error:       741.23541 on epoch:    67, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 169.3786773682s, input_fired_time: 1.5646079779, output_fired_time: 1.5742723942, propagate_forward_time: 63.5379028320, propagate_backward_time: 99.4811248779, weight_update_time: 0.1987316757, other_time: 3.2207641602
epoch time: 13.9704828262s, input_fired_time: 0.2065483779, output_fired_time: 0.0000000000, propagate_forward_time: 13.1784200668, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5855140686
validation[          , genome  6794] predictions:    9699/  10000 (96.99%), best:    9765/10000 (97.65%), error:       983.43671, best error:       741.23541 on epoch:    67, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 171.1453399658s, input_fired_time: 1.5847648382, output_fired_time: 1.5935149193, propagate_forward_time: 64.3576354980, propagate_backward_time: 100.3679733276, weight_update_time: 0.2014171779, other_time: 3.2414474487
epoch time: 12.9899406433s, input_fired_time: 0.1960667223, output_fired_time: 0.0000000000, propagate_forward_time: 12.1965990067, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5972747803
validation[          , genome  6794] predictions:    9755/  10000 (97.55%), best:    9765/10000 (97.65%), error:       790.19794, best error:       741.23541 on epoch:    67, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 166.7051849365s, input_fired_time: 1.5600306988, output_fired_time: 1.5628466606, propagate_forward_time: 62.0058631897, propagate_backward_time: 98.2452392578, weight_update_time: 0.1994403750, other_time: 3.3312072754
epoch time: 13.4151668549s, input_fired_time: 0.1997601092, output_fired_time: 0.0000000000, propagate_forward_time: 12.6268348694, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5885715485
validation[          , genome  6794] predictions:    9747/  10000 (97.47%), best:    9765/10000 (97.65%), error:       822.93170, best error:       741.23541 on epoch:    67, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 171.2518157959s, input_fired_time: 1.5930569172, output_fired_time: 1.5903251171, propagate_forward_time: 64.2851028442, propagate_backward_time: 100.5088577271, weight_update_time: 0.2019015402, other_time: 3.2744598389
epoch time: 13.5983400345s, input_fired_time: 0.2002819330, output_fired_time: 0.0000000000, propagate_forward_time: 12.8241930008, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5738649368
validation[          , genome  6794] predictions:    9772/  10000 (97.72%), best:    9765/10000 (97.65%), error:       769.33850, best error:       741.23541 on epoch:    67, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 169.3096160889s, input_fired_time: 1.5773848295, output_fired_time: 1.5796378851, propagate_forward_time: 63.3084182739, propagate_backward_time: 99.5660552979, weight_update_time: 0.2023291290, other_time: 3.2781295776
epoch time: 13.4959793091s, input_fired_time: 0.1968165934, output_fired_time: 0.0000000000, propagate_forward_time: 12.7373857498, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5617771149
validation[          , genome  6794] predictions:    9745/  10000 (97.45%), best:    9765/10000 (97.65%), error:       828.94196, best error:       741.23541 on epoch:    67, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 171.0488128662s, input_fired_time: 1.5841438770, output_fired_time: 1.5891950130, propagate_forward_time: 64.2659072876, propagate_backward_time: 100.3897781372, weight_update_time: 0.2011239976, other_time: 3.2198028564
epoch time: 13.5065536499s, input_fired_time: 0.1992183030, output_fired_time: 0.0000000000, propagate_forward_time: 12.7195167542, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5878181458
validation[          , genome  6794] predictions:    9763/  10000 (97.63%), best:    9763/10000 (97.63%), error:       718.34174, best error:       718.34174 on epoch:    76, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 168.8154144287s, input_fired_time: 1.5580830574, output_fired_time: 1.5663641691, propagate_forward_time: 63.2402992249, propagate_backward_time: 99.2105407715, weight_update_time: 0.1989530772, other_time: 3.2401275635
epoch time: 13.6950874329s, input_fired_time: 0.2051790357, output_fired_time: 0.0000000000, propagate_forward_time: 12.9012899399, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5886182785
validation[          , genome  6794] predictions:    9741/  10000 (97.41%), best:    9763/10000 (97.63%), error:       824.93347, best error:       718.34174 on epoch:    76, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 170.8312530518s, input_fired_time: 1.5893285275, output_fired_time: 1.5890631676, propagate_forward_time: 64.1779632568, propagate_backward_time: 100.2320404053, weight_update_time: 0.2024907619, other_time: 3.2428588867
epoch time: 13.5048179626s, input_fired_time: 0.1996766925, output_fired_time: 0.0000000000, propagate_forward_time: 12.7076339722, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5975074768
validation[          , genome  6794] predictions:    9760/  10000 (97.60%), best:    9763/10000 (97.63%), error:       763.95801, best error:       718.34174 on epoch:    76, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 168.5456237793s, input_fired_time: 1.5630836487, output_fired_time: 1.5721919537, propagate_forward_time: 62.9959564209, propagate_backward_time: 99.1365661621, weight_update_time: 0.2022446841, other_time: 3.2778320313
epoch time: 13.6483163834s, input_fired_time: 0.2025202811, output_fired_time: 0.0000000000, propagate_forward_time: 12.8727436066, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5730524063
validation[          , genome  6794] predictions:    9743/  10000 (97.43%), best:    9763/10000 (97.63%), error:       808.73492, best error:       718.34174 on epoch:    76, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 170.8858947754s, input_fired_time: 1.5765899420, output_fired_time: 1.5863111019, propagate_forward_time: 64.2634048462, propagate_backward_time: 100.2421112061, weight_update_time: 0.1997069418, other_time: 3.2174911499
epoch time: 13.5926942825s, input_fired_time: 0.1987630725, output_fired_time: 0.0000000000, propagate_forward_time: 12.8257656097, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5681657791
validation[          , genome  6794] predictions:    9752/  10000 (97.52%), best:    9763/10000 (97.63%), error:       784.86542, best error:       718.34174 on epoch:    76, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 169.6222229004s, input_fired_time: 1.5832493305, output_fired_time: 1.5796009302, propagate_forward_time: 63.5009193420, propagate_backward_time: 99.6966247559, weight_update_time: 0.1994662285, other_time: 3.2618255615
epoch time: 13.3088703156s, input_fired_time: 0.1979279667, output_fired_time: 0.0000000000, propagate_forward_time: 12.5280017853, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5829401016
validation[          , genome  6794] predictions:    9769/  10000 (97.69%), best:    9763/10000 (97.63%), error:       755.18262, best error:       718.34174 on epoch:    76, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 169.9109649658s, input_fired_time: 1.5778110027, output_fired_time: 1.5846501589, propagate_forward_time: 63.6798019409, propagate_backward_time: 99.8068008423, weight_update_time: 0.2003027946, other_time: 3.2619018555
epoch time: 13.4212007523s, input_fired_time: 0.2040150315, output_fired_time: 0.0000000000, propagate_forward_time: 12.6045045853, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6126813889
validation[          , genome  6794] predictions:    9752/  10000 (97.52%), best:    9763/10000 (97.63%), error:       801.33685, best error:       718.34174 on epoch:    76, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 171.4864196777s, input_fired_time: 1.5881350040, output_fired_time: 1.5876319408, propagate_forward_time: 64.5835571289, propagate_backward_time: 100.4619522095, weight_update_time: 0.2029821277, other_time: 3.2651443481
epoch time: 13.4651107788s, input_fired_time: 0.2014120370, output_fired_time: 0.0000000000, propagate_forward_time: 12.6718511581, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5918474197
validation[          , genome  6794] predictions:    9756/  10000 (97.56%), best:    9763/10000 (97.63%), error:       812.27899, best error:       718.34174 on epoch:    76, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 170.6202545166s, input_fired_time: 1.5894224644, output_fired_time: 1.5884552002, propagate_forward_time: 63.8576469421, propagate_backward_time: 100.3371200562, weight_update_time: 0.2014565021, other_time: 3.2476119995
epoch time: 12.3894252777s, input_fired_time: 0.1947478652, output_fired_time: 0.0000000000, propagate_forward_time: 11.6016025543, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5930747986
validation[          , genome  6794] predictions:    9734/  10000 (97.34%), best:    9763/10000 (97.63%), error:       855.75079, best error:       718.34174 on epoch:    76, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 171.9159698486s, input_fired_time: 1.5927419662, output_fired_time: 1.5942761898, propagate_forward_time: 64.7033462524, propagate_backward_time: 100.7660064697, weight_update_time: 0.2029624134, other_time: 3.2596054077
epoch time: 13.6870031357s, input_fired_time: 0.2013366222, output_fired_time: 0.0000000000, propagate_forward_time: 12.9020643234, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5836019516
validation[          , genome  6794] predictions:    9753/  10000 (97.53%), best:    9763/10000 (97.63%), error:       788.02496, best error:       718.34174 on epoch:    76, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 167.7450408936s, input_fired_time: 1.5720344782, output_fired_time: 1.5743926764, propagate_forward_time: 62.4290924072, propagate_backward_time: 98.9224700928, weight_update_time: 0.1995550990, other_time: 3.2470550537
epoch time: 13.7843017578s, input_fired_time: 0.2042560428, output_fired_time: 0.0000000000, propagate_forward_time: 13.0011167526, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5789289474
validation[          , genome  6794] predictions:    9774/  10000 (97.74%), best:    9763/10000 (97.63%), error:       755.90491, best error:       718.34174 on epoch:    76, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 171.1501159668s, input_fired_time: 1.5865534544, output_fired_time: 1.5857781172, propagate_forward_time: 64.3228683472, propagate_backward_time: 100.3835067749, weight_update_time: 0.2035020739, other_time: 3.2714080811
epoch time: 14.0002193451s, input_fired_time: 0.2078124285, output_fired_time: 0.0000000000, propagate_forward_time: 13.2072839737, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5851230621
validation[          , genome  6794] predictions:    9757/  10000 (97.57%), best:    9763/10000 (97.63%), error:       781.93933, best error:       718.34174 on epoch:    76, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 172.1950531006s, input_fired_time: 1.6103062630, output_fired_time: 1.5938341618, propagate_forward_time: 64.7714462280, propagate_backward_time: 100.8889770508, weight_update_time: 0.2050540894, other_time: 3.3304824829
epoch time: 13.9842901230s, input_fired_time: 0.2103967220, output_fired_time: 0.0000000000, propagate_forward_time: 13.1722145081, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6016788483
validation[          , genome  6794] predictions:    9724/  10000 (97.24%), best:    9763/10000 (97.63%), error:       874.45367, best error:       718.34174 on epoch:    76, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 171.1373138428s, input_fired_time: 1.5934520960, output_fired_time: 1.5828208923, propagate_forward_time: 64.4625320435, propagate_backward_time: 100.2523727417, weight_update_time: 0.2029009759, other_time: 3.2461395264
epoch time: 11.7015619278s, input_fired_time: 0.1954534501, output_fired_time: 0.0000000000, propagate_forward_time: 10.8936548233, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6124534607
validation[          , genome  6794] predictions:    9731/  10000 (97.31%), best:    9763/10000 (97.63%), error:       838.56799, best error:       718.34174 on epoch:    76, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 171.6970214844s, input_fired_time: 1.5876724720, output_fired_time: 1.5888838768, propagate_forward_time: 64.5681762695, propagate_backward_time: 100.6976699829, weight_update_time: 0.2033048719, other_time: 3.2546157837
epoch time: 13.3598585129s, input_fired_time: 0.1985501498, output_fired_time: 0.0000000000, propagate_forward_time: 12.5922183990, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5690898895
validation[          , genome  6794] predictions:    9707/  10000 (97.07%), best:    9763/10000 (97.63%), error:       937.39063, best error:       718.34174 on epoch:    76, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 170.5044250488s, input_fired_time: 1.5889540911, output_fired_time: 1.5875297785, propagate_forward_time: 63.8386878967, propagate_backward_time: 100.2199859619, weight_update_time: 0.2012182027, other_time: 3.2692718506
epoch time: 14.2451620102s, input_fired_time: 0.2064480186, output_fired_time: 0.0000000000, propagate_forward_time: 13.4480342865, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5906801224
validation[          , genome  6794] predictions:    9737/  10000 (97.37%), best:    9763/10000 (97.63%), error:       853.59729, best error:       718.34174 on epoch:    76, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 170.4884185791s, input_fired_time: 1.5894653797, output_fired_time: 1.5827525854, propagate_forward_time: 63.9185409546, propagate_backward_time: 100.1001129150, weight_update_time: 0.2042604536, other_time: 3.2975540161
epoch time: 13.9310770035s, input_fired_time: 0.2038248777, output_fired_time: 0.0000000000, propagate_forward_time: 13.1418066025, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5854454041
validation[          , genome  6794] predictions:    9728/  10000 (97.28%), best:    9763/10000 (97.63%), error:       922.97974, best error:       718.34174 on epoch:    76, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 169.2578277588s, input_fired_time: 1.5849053860, output_fired_time: 1.5732086897, propagate_forward_time: 63.3173027039, propagate_backward_time: 99.5129623413, weight_update_time: 0.2035354674, other_time: 3.2694473267
epoch time: 13.6928253174s, input_fired_time: 0.2004331797, output_fired_time: 0.0000000000, propagate_forward_time: 12.9209041595, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5714883804
validation[          , genome  6794] predictions:    9726/  10000 (97.26%), best:    9763/10000 (97.63%), error:       868.53479, best error:       718.34174 on epoch:    76, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 171.4828338623s, input_fired_time: 1.6018624306, output_fired_time: 1.5892567635, propagate_forward_time: 64.3474273682, propagate_backward_time: 100.5780944824, weight_update_time: 0.2069433481, other_time: 3.3661804199
epoch time: 13.6291837692s, input_fired_time: 0.2052000016, output_fired_time: 0.0000000000, propagate_forward_time: 12.8340053558, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5899782181
validation[          , genome  6794] predictions:    9716/  10000 (97.16%), best:    9763/10000 (97.63%), error:       897.37622, best error:       718.34174 on epoch:    76, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 168.6025238037s, input_fired_time: 1.5711092949, output_fired_time: 1.5799610615, propagate_forward_time: 63.1012115479, propagate_backward_time: 99.1024932861, weight_update_time: 0.1983411014, other_time: 3.2477569580
epoch time: 13.5729284286s, input_fired_time: 0.2019297034, output_fired_time: 0.0000000000, propagate_forward_time: 12.8027305603, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5682678223
validation[          , genome  6794] predictions:    9759/  10000 (97.59%), best:    9763/10000 (97.63%), error:       775.71417, best error:       718.34174 on epoch:    76, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 169.9162597656s, input_fired_time: 1.5841758251, output_fired_time: 1.5791598558, propagate_forward_time: 63.5368995667, propagate_backward_time: 99.9548950195, weight_update_time: 0.2001349479, other_time: 3.2611236572
epoch time: 14.3194808960s, input_fired_time: 0.2117089480, output_fired_time: 0.0000000000, propagate_forward_time: 13.5093564987, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5984153748
validation[          , genome  6794] predictions:    9754/  10000 (97.54%), best:    9763/10000 (97.63%), error:       856.97430, best error:       718.34174 on epoch:    76, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 170.9196472168s, input_fired_time: 1.5932912827, output_fired_time: 1.5918955803, propagate_forward_time: 64.1206817627, propagate_backward_time: 100.3826370239, weight_update_time: 0.1996528655, other_time: 3.2311477661
epoch time: 14.0078287125s, input_fired_time: 0.2164158821, output_fired_time: 0.0000000000, propagate_forward_time: 13.1749782562, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6164340973
validation[          , genome  6794] predictions:    9747/  10000 (97.47%), best:    9763/10000 (97.63%), error:       795.29529, best error:       718.34174 on epoch:    76, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 173.4179992676s, input_fired_time: 1.6238517761, output_fired_time: 1.6119892597, propagate_forward_time: 65.3738861084, propagate_backward_time: 101.5253524780, weight_update_time: 0.2052258700, other_time: 3.2829208374
epoch time: 11.6691675186s, input_fired_time: 0.2012062967, output_fired_time: 0.0000000000, propagate_forward_time: 10.7485504150, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7194108963
validation[          , genome  6794] predictions:    9745/  10000 (97.45%), best:    9763/10000 (97.63%), error:       823.81793, best error:       718.34174 on epoch:    76, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 170.8760528564s, input_fired_time: 1.5879610777, output_fired_time: 1.5879328251, propagate_forward_time: 64.2071914673, propagate_backward_time: 100.2488250732, weight_update_time: 0.2023777366, other_time: 3.2441329956
epoch time: 13.8318710327s, input_fired_time: 0.2052370459, output_fired_time: 0.0000000000, propagate_forward_time: 13.0459604263, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5806732178
validation[          , genome  6794] predictions:    9765/  10000 (97.65%), best:    9763/10000 (97.63%), error:       771.79883, best error:       718.34174 on epoch:    76, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 168.3058013916s, input_fired_time: 1.5787037611, output_fired_time: 1.5784351826, propagate_forward_time: 62.7366638184, propagate_backward_time: 99.1364059448, weight_update_time: 0.2021884620, other_time: 3.2755966187
epoch time: 14.1681842804s, input_fired_time: 0.2100548297, output_fired_time: 0.0000000000, propagate_forward_time: 13.3644161224, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5937137604
validation[          , genome  6794] predictions:    9705/  10000 (97.05%), best:    9763/10000 (97.63%), error:       978.86304, best error:       718.34174 on epoch:    76, 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: 66.6021041870s, input_fired_time: 1.0001953840, output_fired_time: 0.0000000000, propagate_forward_time: 62.4843444824, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.1175613403
best training[          , genome  6794] predictions:   49631/  50000 (99.26%), best:    9763/10000 (97.63%), error:      1520.35620, best error:       718.34174 on epoch:    76, 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: 13.2143182755s, input_fired_time: 0.1958600283, output_fired_time: 0.0000000000, propagate_forward_time: 12.4242143631, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5942440033
   testing[          , genome  6794] predictions:    9794/  10000 (97.94%), best:    9763/10000 (97.63%), error:       678.62561, best error:       718.34174 on epoch:    76, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
16:36:09 (3012): called boinc_finish(0)

</stderr_txt>
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