Nameexact_genome_1512568488_45_2316_1
Workunit2582803
Created6 Dec 2017, 23:05:59 UTC
Sent6 Dec 2017, 23:09:15 UTC
Report deadline9 Dec 2017, 2:22:56 UTC
Received7 Dec 2017, 0:22:38 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID54172
Run time1 hours 13 min 5 sec
CPU time1 hours 13 min 3 sec
Validate stateValid
Credit533.63
Device peak FLOPS3.27 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size147.97 MB
Peak swap size150.51 MB
Peak disk usage0.91 MB

Stderr output

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

epoch time: 39.6857490540s, input_fired_time: 0.2755401134, output_fired_time: 0.2062803060, propagate_forward_time: 15.7852077484, propagate_backward_time: 21.4885940552, weight_update_time: 0.0879968703, other_time: 1.9301280975
epoch time: 3.5400028229s, input_fired_time: 0.0301405936, output_fired_time: 0.0000000000, propagate_forward_time: 3.1554534435, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3544087410
validation[          , genome  2316] predictions:    9413/  10000 (94.13%), best:    9409/10000 (94.09%), error:      2094.35571, best error:      2073.15967 on epoch:    10, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 39.6710777283s, input_fired_time: 0.2759432793, output_fired_time: 0.2065283805, propagate_forward_time: 15.7772674561, propagate_backward_time: 21.4891395569, weight_update_time: 0.0880901739, other_time: 1.9221992493
epoch time: 3.5384547710s, input_fired_time: 0.0303819850, output_fired_time: 0.0000000000, propagate_forward_time: 3.1528260708, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3552467823
validation[          , genome  2316] predictions:    9384/  10000 (93.84%), best:    9409/10000 (94.09%), error:      2128.48193, best error:      2073.15967 on epoch:    10, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 39.6520690918s, input_fired_time: 0.2774748504, output_fired_time: 0.2061522007, propagate_forward_time: 15.7776937485, propagate_backward_time: 21.4808921814, weight_update_time: 0.0881844014, other_time: 1.9098548889
epoch time: 3.5391075611s, input_fired_time: 0.0299586225, output_fired_time: 0.0000000000, propagate_forward_time: 3.1565279961, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3526208401
validation[          , genome  2316] predictions:    9422/  10000 (94.22%), best:    9422/10000 (94.22%), error:      2023.67322, best error:      2023.67322 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 39.6638717651s, input_fired_time: 0.2761891484, output_fired_time: 0.2064962983, propagate_forward_time: 15.7724666595, propagate_backward_time: 21.4799499512, weight_update_time: 0.0878737420, other_time: 1.9287700653
epoch time: 3.5291736126s, input_fired_time: 0.0301519111, output_fired_time: 0.0000000000, propagate_forward_time: 3.1509888172, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3480329514
validation[          , genome  2316] predictions:    9392/  10000 (93.92%), best:    9422/10000 (94.22%), error:      2140.41675, best error:      2023.67322 on epoch:    16, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 39.6594085693s, input_fired_time: 0.2763112485, output_fired_time: 0.2065063864, propagate_forward_time: 15.7773866653, propagate_backward_time: 21.4747810364, weight_update_time: 0.0879729614, other_time: 1.9244270325
epoch time: 3.5391378403s, input_fired_time: 0.0299764294, output_fired_time: 0.0000000000, propagate_forward_time: 3.1546721458, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3544893265
validation[          , genome  2316] predictions:    9398/  10000 (93.98%), best:    9422/10000 (94.22%), error:      2094.36157, best error:      2023.67322 on epoch:    16, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 39.6417884827s, input_fired_time: 0.2761493325, output_fired_time: 0.2066512108, propagate_forward_time: 15.7694902420, propagate_backward_time: 21.4723834991, weight_update_time: 0.0880553052, other_time: 1.9171161652
epoch time: 3.5375273228s, input_fired_time: 0.0303099714, output_fired_time: 0.0000000000, propagate_forward_time: 3.1535379887, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3536794186
validation[          , genome  2316] predictions:    9414/  10000 (94.14%), best:    9414/10000 (94.14%), error:      2015.55981, best error:      2015.55981 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 39.5306053162s, input_fired_time: 0.2753027678, output_fired_time: 0.1998928189, propagate_forward_time: 15.7972745895, propagate_backward_time: 21.3601570129, weight_update_time: 0.0876494870, other_time: 1.8979759216
epoch time: 3.5277574062s, input_fired_time: 0.0297963787, output_fired_time: 0.0000000000, propagate_forward_time: 3.1516437531, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3463172913
validation[          , genome  2316] predictions:    9383/  10000 (93.83%), best:    9414/10000 (94.14%), error:      2118.95654, best error:      2015.55981 on epoch:    19, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 39.6623458862s, input_fired_time: 0.2766889334, output_fired_time: 0.2065111101, propagate_forward_time: 15.7755937576, propagate_backward_time: 21.4738178253, weight_update_time: 0.0878567770, other_time: 1.9297351837
epoch time: 3.5362057686s, input_fired_time: 0.0295154061, output_fired_time: 0.0000000000, propagate_forward_time: 3.1525013447, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3541889191
validation[          , genome  2316] predictions:    9249/  10000 (92.49%), best:    9414/10000 (94.14%), error:      2531.42554, best error:      2015.55981 on epoch:    19, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 39.6440696716s, input_fired_time: 0.2764937282, output_fired_time: 0.2062675953, propagate_forward_time: 15.7708396912, propagate_backward_time: 21.4688148499, weight_update_time: 0.0879324973, other_time: 1.9216537476
epoch time: 3.5330846310s, input_fired_time: 0.0300375745, output_fired_time: 0.0000000000, propagate_forward_time: 3.1505630016, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3524839878
validation[          , genome  2316] predictions:    9372/  10000 (93.72%), best:    9414/10000 (94.14%), error:      2104.77905, best error:      2015.55981 on epoch:    19, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 39.6372642517s, input_fired_time: 0.2771634161, output_fired_time: 0.2066456527, propagate_forward_time: 15.7726669312, propagate_backward_time: 21.4726028442, weight_update_time: 0.0881449729, other_time: 1.9081840515
epoch time: 3.5364580154s, input_fired_time: 0.0301195122, output_fired_time: 0.0000000000, propagate_forward_time: 3.1515433788, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3547952175
validation[          , genome  2316] predictions:    9430/  10000 (94.30%), best:    9430/10000 (94.30%), error:      1973.30383, best error:      1973.30383 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 39.6557502747s, input_fired_time: 0.2770804763, output_fired_time: 0.2058013082, propagate_forward_time: 15.7747631073, propagate_backward_time: 21.4731864929, weight_update_time: 0.0879318863, other_time: 1.9249172211
epoch time: 3.5282373428s, input_fired_time: 0.0301784072, output_fired_time: 0.0000000000, propagate_forward_time: 3.1520431042, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3460159302
validation[          , genome  2316] predictions:    9398/  10000 (93.98%), best:    9430/10000 (94.30%), error:      2059.54126, best error:      1973.30383 on epoch:    23, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 39.5855674744s, input_fired_time: 0.2745794654, output_fired_time: 0.1996195614, propagate_forward_time: 15.8224525452, propagate_backward_time: 21.3772373199, weight_update_time: 0.0875636339, other_time: 1.9116802216
epoch time: 3.5498132706s, input_fired_time: 0.0301873218, output_fired_time: 0.0000000000, propagate_forward_time: 3.1654462814, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3541796207
validation[          , genome  2316] predictions:    9360/  10000 (93.60%), best:    9430/10000 (94.30%), error:      2179.08276, best error:      1973.30383 on epoch:    23, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 39.7579803467s, input_fired_time: 0.2786090076, output_fired_time: 0.2062298059, propagate_forward_time: 15.8327112198, propagate_backward_time: 21.5202064514, weight_update_time: 0.0881766453, other_time: 1.9202232361
epoch time: 3.5514364243s, input_fired_time: 0.0302697364, output_fired_time: 0.0000000000, propagate_forward_time: 3.1673579216, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3538088799
validation[          , genome  2316] predictions:    9395/  10000 (93.95%), best:    9430/10000 (94.30%), error:      2055.68262, best error:      1973.30383 on epoch:    23, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 39.7260742188s, input_fired_time: 0.2777071893, output_fired_time: 0.2061297894, propagate_forward_time: 15.8260097504, propagate_backward_time: 21.5071773529, weight_update_time: 0.0878884345, other_time: 1.9090499878
epoch time: 3.5412275791s, input_fired_time: 0.0304803848, output_fired_time: 0.0000000000, propagate_forward_time: 3.1639683247, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3467788696
validation[          , genome  2316] predictions:    9419/  10000 (94.19%), best:    9430/10000 (94.30%), error:      2006.33826, best error:      1973.30383 on epoch:    23, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 39.8749465942s, input_fired_time: 0.2793653905, output_fired_time: 0.2072057873, propagate_forward_time: 15.8677015305, propagate_backward_time: 21.5928668976, weight_update_time: 0.0883703455, other_time: 1.9278049469
epoch time: 3.5458145142s, input_fired_time: 0.0306124222, output_fired_time: 0.0000000000, propagate_forward_time: 3.1614484787, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3537535667
validation[          , genome  2316] predictions:    9447/  10000 (94.47%), best:    9447/10000 (94.47%), error:      1948.24939, best error:      1948.24939 on epoch:    28, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 39.7274169922s, input_fired_time: 0.2789343596, output_fired_time: 0.2073832601, propagate_forward_time: 15.7958765030, propagate_backward_time: 21.5259819031, weight_update_time: 0.0886237547, other_time: 1.9192428589
epoch time: 3.5869507790s, input_fired_time: 0.0305829477, output_fired_time: 0.0000000000, propagate_forward_time: 3.1963112354, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3600566387
validation[          , genome  2316] predictions:    9420/  10000 (94.20%), best:    9447/10000 (94.47%), error:      2009.06653, best error:      1948.24939 on epoch:    28, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 39.7935867310s, input_fired_time: 0.2779182494, output_fired_time: 0.2068521678, propagate_forward_time: 15.8529806137, propagate_backward_time: 21.5524673462, weight_update_time: 0.0878281891, other_time: 1.9033660889
epoch time: 3.5525240898s, input_fired_time: 0.0303251371, output_fired_time: 0.0000000000, propagate_forward_time: 3.1697385311, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3524603844
validation[          , genome  2316] predictions:    9412/  10000 (94.12%), best:    9447/10000 (94.47%), error:      2029.27905, best error:      1948.24939 on epoch:    28, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 39.7988586426s, input_fired_time: 0.2781338692, output_fired_time: 0.2066100240, propagate_forward_time: 15.8534078598, propagate_backward_time: 21.5513172150, weight_update_time: 0.0880417600, other_time: 1.9093875885
epoch time: 3.5451798439s, input_fired_time: 0.0303457975, output_fired_time: 0.0000000000, propagate_forward_time: 3.1685016155, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3463323116
validation[          , genome  2316] predictions:    9419/  10000 (94.19%), best:    9447/10000 (94.47%), error:      2019.11096, best error:      1948.24939 on epoch:    28, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 39.6113929749s, input_fired_time: 0.2754839659, output_fired_time: 0.1998053491, propagate_forward_time: 15.8386487961, propagate_backward_time: 21.3961696625, weight_update_time: 0.0875902101, other_time: 1.9012851715
epoch time: 3.5541241169s, input_fired_time: 0.0305253882, output_fired_time: 0.0000000000, propagate_forward_time: 3.1708509922, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3527476788
validation[          , genome  2316] predictions:    9445/  10000 (94.45%), best:    9445/10000 (94.45%), error:      1937.76990, best error:      1937.76990 on epoch:    32, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 39.8110809326s, input_fired_time: 0.2793821692, output_fired_time: 0.2068727314, propagate_forward_time: 15.8562364578, propagate_backward_time: 21.5591850281, weight_update_time: 0.0878507197, other_time: 1.9094085693
epoch time: 3.5525820255s, input_fired_time: 0.0304146558, output_fired_time: 0.0000000000, propagate_forward_time: 3.1701374054, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3520300388
validation[          , genome  2316] predictions:    9439/  10000 (94.39%), best:    9445/10000 (94.45%), error:      2010.63855, best error:      1937.76990 on epoch:    32, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 39.7792282104s, input_fired_time: 0.2793917358, output_fired_time: 0.2067716271, propagate_forward_time: 15.8500394821, propagate_backward_time: 21.5457820892, weight_update_time: 0.0878059566, other_time: 1.8972415924
epoch time: 3.5549707413s, input_fired_time: 0.0304638557, output_fired_time: 0.0000000000, propagate_forward_time: 3.1752185822, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3492882252
validation[          , genome  2316] predictions:    9392/  10000 (93.92%), best:    9445/10000 (94.45%), error:      2064.49561, best error:      1937.76990 on epoch:    32, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 39.5681114197s, input_fired_time: 0.2786927223, output_fired_time: 0.2035554349, propagate_forward_time: 15.7756738663, propagate_backward_time: 21.3969688416, weight_update_time: 0.0875424072, other_time: 1.9132194519
epoch time: 3.5349237919s, input_fired_time: 0.0304558314, output_fired_time: 0.0000000000, propagate_forward_time: 3.1606628895, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3438050747
validation[          , genome  2316] predictions:    9427/  10000 (94.27%), best:    9445/10000 (94.45%), error:      1969.17566, best error:      1937.76990 on epoch:    32, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 39.6752586365s, input_fired_time: 0.2798957527, output_fired_time: 0.2040444911, propagate_forward_time: 15.8058633804, propagate_backward_time: 21.4683723450, weight_update_time: 0.0880180225, other_time: 1.9170837402
epoch time: 3.5547759533s, input_fired_time: 0.0310280416, output_fired_time: 0.0000000000, propagate_forward_time: 3.1706323624, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3531155586
validation[          , genome  2316] predictions:    9383/  10000 (93.83%), best:    9445/10000 (94.45%), error:      2058.69458, best error:      1937.76990 on epoch:    32, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 39.7904548645s, input_fired_time: 0.2803656757, output_fired_time: 0.2061714977, propagate_forward_time: 15.8544521332, propagate_backward_time: 21.5379123688, weight_update_time: 0.0879574567, other_time: 1.9115524292
epoch time: 3.5511047840s, input_fired_time: 0.0303035304, output_fired_time: 0.0000000000, propagate_forward_time: 3.1675231457, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3532781601
validation[          , genome  2316] predictions:    9358/  10000 (93.58%), best:    9445/10000 (94.45%), error:      2140.46167, best error:      1937.76990 on epoch:    32, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 39.7778015137s, input_fired_time: 0.2800973356, output_fired_time: 0.2061508596, propagate_forward_time: 15.8541994095, propagate_backward_time: 21.5261688232, weight_update_time: 0.0880312100, other_time: 1.9111862183
epoch time: 3.5474014282s, input_fired_time: 0.0307623744, output_fired_time: 0.0000000000, propagate_forward_time: 3.1696426868, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3469963074
validation[          , genome  2316] predictions:    9399/  10000 (93.99%), best:    9445/10000 (94.45%), error:      2088.51562, best error:      1937.76990 on epoch:    32, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 39.8044929504s, input_fired_time: 0.2798379362, output_fired_time: 0.2065386772, propagate_forward_time: 15.8596229553, propagate_backward_time: 21.5325508118, weight_update_time: 0.0880568922, other_time: 1.9259414673
epoch time: 3.5542147160s, input_fired_time: 0.0303907841, output_fired_time: 0.0000000000, propagate_forward_time: 3.1701073647, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3537166119
validation[          , genome  2316] predictions:    9434/  10000 (94.34%), best:    9445/10000 (94.45%), error:      1968.11121, best error:      1937.76990 on epoch:    32, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 39.7887268066s, input_fired_time: 0.2800046802, output_fired_time: 0.2065714449, propagate_forward_time: 15.8531637192, propagate_backward_time: 21.5290203094, weight_update_time: 0.0880875364, other_time: 1.9199657440
epoch time: 3.5561389923s, input_fired_time: 0.0308449157, output_fired_time: 0.0000000000, propagate_forward_time: 3.1718657017, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3534283638
validation[          , genome  2316] predictions:    9449/  10000 (94.49%), best:    9445/10000 (94.45%), error:      1969.93396, best error:      1937.76990 on epoch:    32, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 39.6786003113s, input_fired_time: 0.2792945802, output_fired_time: 0.2046477795, propagate_forward_time: 15.8186254501, propagate_backward_time: 21.4820575714, weight_update_time: 0.0876321867, other_time: 1.8939762115
epoch time: 3.5366828442s, input_fired_time: 0.0308164414, output_fired_time: 0.0000000000, propagate_forward_time: 3.1519575119, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3539087772
validation[          , genome  2316] predictions:    9419/  10000 (94.19%), best:    9445/10000 (94.45%), error:      2004.22205, best error:      1937.76990 on epoch:    32, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 39.6618385315s, input_fired_time: 0.2801744044, output_fired_time: 0.2060738951, propagate_forward_time: 15.7787151337, propagate_backward_time: 21.4720535278, weight_update_time: 0.0878937840, other_time: 1.9248218536
epoch time: 3.5375165939s, input_fired_time: 0.0310511030, output_fired_time: 0.0000000000, propagate_forward_time: 3.1647930145, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3416724205
validation[          , genome  2316] predictions:    9422/  10000 (94.22%), best:    9445/10000 (94.45%), error:      2037.74695, best error:      1937.76990 on epoch:    32, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 39.6014480591s, input_fired_time: 0.2780184150, output_fired_time: 0.2012707591, propagate_forward_time: 15.8011646271, propagate_backward_time: 21.4074172974, weight_update_time: 0.0877302065, other_time: 1.9135761261
epoch time: 3.5443046093s, input_fired_time: 0.0309368409, output_fired_time: 0.0000000000, propagate_forward_time: 3.1595120430, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3538556099
validation[          , genome  2316] predictions:    9417/  10000 (94.17%), best:    9445/10000 (94.45%), error:      1986.31519, best error:      1937.76990 on epoch:    32, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 39.6881828308s, input_fired_time: 0.2809387445, output_fired_time: 0.2065540254, propagate_forward_time: 15.7863864899, propagate_backward_time: 21.4919681549, weight_update_time: 0.0879848897, other_time: 1.9223365784
epoch time: 3.5427899361s, input_fired_time: 0.0308996476, output_fired_time: 0.0000000000, propagate_forward_time: 3.1572415829, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3546485901
validation[          , genome  2316] predictions:    9430/  10000 (94.30%), best:    9445/10000 (94.45%), error:      1941.79761, best error:      1937.76990 on epoch:    32, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 39.6837463379s, input_fired_time: 0.2801568508, output_fired_time: 0.2067979425, propagate_forward_time: 15.7899036407, propagate_backward_time: 21.4939117432, weight_update_time: 0.0880316719, other_time: 1.9129772186
epoch time: 3.5384416580s, input_fired_time: 0.0311580207, output_fired_time: 0.0000000000, propagate_forward_time: 3.1590061188, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3482775688
validation[          , genome  2316] predictions:    9437/  10000 (94.37%), best:    9437/10000 (94.37%), error:      1925.94678, best error:      1925.94678 on epoch:    45, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 39.5271644592s, input_fired_time: 0.2780399621, output_fired_time: 0.2010969967, propagate_forward_time: 15.7768468857, propagate_backward_time: 21.3633823395, weight_update_time: 0.0874776691, other_time: 1.9077968597
epoch time: 3.5544722080s, input_fired_time: 0.0306502320, output_fired_time: 0.0000000000, propagate_forward_time: 3.1707222462, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3530998230
validation[          , genome  2316] predictions:    9438/  10000 (94.38%), best:    9438/10000 (94.38%), error:      1899.53418, best error:      1899.53418 on epoch:    46, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 39.8411102295s, input_fired_time: 0.2806763947, output_fired_time: 0.2080293000, propagate_forward_time: 15.8566322327, propagate_backward_time: 21.5862808228, weight_update_time: 0.0885138437, other_time: 1.9094886780
epoch time: 3.5586123466s, input_fired_time: 0.0309178904, output_fired_time: 0.0000000000, propagate_forward_time: 3.1746001244, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3530943394
validation[          , genome  2316] predictions:    9423/  10000 (94.23%), best:    9438/10000 (94.38%), error:      2018.02087, best error:      1899.53418 on epoch:    46, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 39.7100257874s, input_fired_time: 0.2805466652, output_fired_time: 0.2056334615, propagate_forward_time: 15.7838954926, propagate_backward_time: 21.5303592682, weight_update_time: 0.0880796909, other_time: 1.9095878601
epoch time: 3.5481739044s, input_fired_time: 0.0308196992, output_fired_time: 0.0000000000, propagate_forward_time: 3.1635830402, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3537712097
validation[          , genome  2316] predictions:    9450/  10000 (94.50%), best:    9438/10000 (94.38%), error:      1909.85828, best error:      1899.53418 on epoch:    46, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 39.7873497009s, input_fired_time: 0.2803432345, output_fired_time: 0.2038544416, propagate_forward_time: 15.8206367493, propagate_backward_time: 21.5642681122, weight_update_time: 0.0879486427, other_time: 1.9182491302
epoch time: 3.5425827503s, input_fired_time: 0.0308474284, output_fired_time: 0.0000000000, propagate_forward_time: 3.1641383171, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3475971222
validation[          , genome  2316] predictions:    9435/  10000 (94.35%), best:    9438/10000 (94.38%), error:      1970.41992, best error:      1899.53418 on epoch:    46, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 39.8063087463s, input_fired_time: 0.2807782292, output_fired_time: 0.2036172450, propagate_forward_time: 15.8221845627, propagate_backward_time: 21.5773983002, weight_update_time: 0.0881127343, other_time: 1.9223308563
epoch time: 3.5510797501s, input_fired_time: 0.0310890973, output_fired_time: 0.0000000000, propagate_forward_time: 3.1662728786, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3537178040
validation[          , genome  2316] predictions:    9451/  10000 (94.51%), best:    9451/10000 (94.51%), error:      1889.52808, best error:      1889.52808 on epoch:    50, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 39.8047714233s, input_fired_time: 0.2812294662, output_fired_time: 0.2048356831, propagate_forward_time: 15.8181819916, propagate_backward_time: 21.5842075348, weight_update_time: 0.0879766792, other_time: 1.9163169861
epoch time: 3.5459451675s, input_fired_time: 0.0308870934, output_fired_time: 0.0000000000, propagate_forward_time: 3.1616990566, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3533589840
validation[          , genome  2316] predictions:    9445/  10000 (94.45%), best:    9451/10000 (94.51%), error:      1991.94995, best error:      1889.52808 on epoch:    50, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 39.7507171631s, input_fired_time: 0.2808864117, output_fired_time: 0.2038094699, propagate_forward_time: 15.8111505508, propagate_backward_time: 21.5522480011, weight_update_time: 0.0879449695, other_time: 1.9026241302
epoch time: 3.5493772030s, input_fired_time: 0.0311889611, output_fired_time: 0.0000000000, propagate_forward_time: 3.1681215763, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3500666618
validation[          , genome  2316] predictions:    9427/  10000 (94.27%), best:    9451/10000 (94.51%), error:      1982.73132, best error:      1889.52808 on epoch:    50, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 39.7625541687s, input_fired_time: 0.2802473605, output_fired_time: 0.2037054896, propagate_forward_time: 15.8071088791, propagate_backward_time: 21.5500431061, weight_update_time: 0.0878909901, other_time: 1.9214496613
epoch time: 3.5436890125s, input_fired_time: 0.0310999602, output_fired_time: 0.0000000000, propagate_forward_time: 3.1618936062, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3506953716
validation[          , genome  2316] predictions:    9444/  10000 (94.44%), best:    9451/10000 (94.51%), error:      1902.67944, best error:      1889.52808 on epoch:    50, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 39.7238426208s, input_fired_time: 0.2803334594, output_fired_time: 0.2035098970, propagate_forward_time: 15.7940912247, propagate_backward_time: 21.5260391235, weight_update_time: 0.0878369361, other_time: 1.9198684692
epoch time: 3.5468690395s, input_fired_time: 0.0309222415, output_fired_time: 0.0000000000, propagate_forward_time: 3.1627233028, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3532235622
validation[          , genome  2316] predictions:    9447/  10000 (94.47%), best:    9451/10000 (94.51%), error:      1925.14417, best error:      1889.52808 on epoch:    50, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 39.6610069275s, input_fired_time: 0.2805477679, output_fired_time: 0.2036423385, propagate_forward_time: 15.7482299805, propagate_backward_time: 21.5169448853, weight_update_time: 0.0879807621, other_time: 1.9116401672
epoch time: 3.5596351624s, input_fired_time: 0.0309605505, output_fired_time: 0.0000000000, propagate_forward_time: 3.1745486259, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3541259766
validation[          , genome  2316] predictions:    9443/  10000 (94.43%), best:    9451/10000 (94.51%), error:      1917.28882, best error:      1889.52808 on epoch:    50, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 39.5788612366s, input_fired_time: 0.2809455991, output_fired_time: 0.2126478255, propagate_forward_time: 15.7301425934, propagate_backward_time: 21.4497909546, weight_update_time: 0.0880059078, other_time: 1.9053363800
epoch time: 3.5572619438s, input_fired_time: 0.0315323360, output_fired_time: 0.0000000000, propagate_forward_time: 3.1780245304, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3477051258
validation[          , genome  2316] predictions:    9407/  10000 (94.07%), best:    9451/10000 (94.51%), error:      2078.88892, best error:      1889.52808 on epoch:    50, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 39.2637825012s, input_fired_time: 0.2815675735, output_fired_time: 0.2041626722, propagate_forward_time: 15.6126270294, propagate_backward_time: 21.2577133179, weight_update_time: 0.0875424668, other_time: 1.9077129364
epoch time: 3.4109466076s, input_fired_time: 0.0302007757, output_fired_time: 0.0000000000, propagate_forward_time: 3.0369029045, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3438429832
validation[          , genome  2316] predictions:    9453/  10000 (94.53%), best:    9451/10000 (94.51%), error:      1897.39673, best error:      1889.52808 on epoch:    50, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 39.7655143738s, input_fired_time: 0.2829540372, output_fired_time: 0.2063322365, propagate_forward_time: 15.8417005539, propagate_backward_time: 21.5178203583, weight_update_time: 0.0878851637, other_time: 1.9167041779
epoch time: 3.5474791527s, input_fired_time: 0.0312019512, output_fired_time: 0.0000000000, propagate_forward_time: 3.1633849144, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3528923988
validation[          , genome  2316] predictions:    9462/  10000 (94.62%), best:    9462/10000 (94.62%), error:      1884.50464, best error:      1884.50464 on epoch:    58, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 39.1605224609s, input_fired_time: 0.2804290950, output_fired_time: 0.2044824809, propagate_forward_time: 15.5805673599, propagate_backward_time: 21.2091312408, weight_update_time: 0.0871820524, other_time: 1.8859119415
epoch time: 3.5783176422s, input_fired_time: 0.0315488577, output_fired_time: 0.0000000000, propagate_forward_time: 3.1923050880, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3544635773
validation[          , genome  2316] predictions:    9451/  10000 (94.51%), best:    9462/10000 (94.62%), error:      1905.39001, best error:      1884.50464 on epoch:    58, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 39.9826774597s, input_fired_time: 0.2850559354, output_fired_time: 0.2086796165, propagate_forward_time: 15.8910303116, propagate_backward_time: 21.6646003723, weight_update_time: 0.0888485163, other_time: 1.9333114624
epoch time: 3.5615613461s, input_fired_time: 0.0314192474, output_fired_time: 0.0000000000, propagate_forward_time: 3.1799952984, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3501467705
validation[          , genome  2316] predictions:    9415/  10000 (94.15%), best:    9462/10000 (94.62%), error:      2043.03894, best error:      1884.50464 on epoch:    58, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 40.0613250732s, input_fired_time: 0.2848165333, output_fired_time: 0.2089611590, propagate_forward_time: 15.9286365509, propagate_backward_time: 21.7053184509, weight_update_time: 0.0890855715, other_time: 1.9335918427
epoch time: 3.4743328094s, input_fired_time: 0.0306160171, output_fired_time: 0.0000000000, propagate_forward_time: 3.0962476730, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3474690914
validation[          , genome  2316] predictions:    9444/  10000 (94.44%), best:    9462/10000 (94.62%), error:      1898.39148, best error:      1884.50464 on epoch:    58, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 39.8198699951s, input_fired_time: 0.2826435566, output_fired_time: 0.2051058412, propagate_forward_time: 15.8271455765, propagate_backward_time: 21.5905170441, weight_update_time: 0.0886078626, other_time: 1.9144611359
epoch time: 3.5547449589s, input_fired_time: 0.0313584097, output_fired_time: 0.0000000000, propagate_forward_time: 3.1688323021, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3545541763
validation[          , genome  2316] predictions:    9429/  10000 (94.29%), best:    9462/10000 (94.62%), error:      1928.25696, best error:      1884.50464 on epoch:    58, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 39.7909431458s, input_fired_time: 0.2829464078, output_fired_time: 0.2067315131, propagate_forward_time: 15.7995672226, propagate_backward_time: 21.5938777924, weight_update_time: 0.0885082930, other_time: 1.9078197479
epoch time: 3.5400981903s, input_fired_time: 0.0312745981, output_fired_time: 0.0000000000, propagate_forward_time: 3.1632120609, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3456115723
validation[          , genome  2316] predictions:    9448/  10000 (94.48%), best:    9462/10000 (94.62%), error:      1888.44885, best error:      1884.50464 on epoch:    58, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 39.7622070312s, input_fired_time: 0.2848004699, output_fired_time: 0.2066652477, propagate_forward_time: 15.8073225021, propagate_backward_time: 21.5413208008, weight_update_time: 0.0884974971, other_time: 1.9220962524
epoch time: 3.5593569279s, input_fired_time: 0.0315536186, output_fired_time: 0.0000000000, propagate_forward_time: 3.1733191013, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3544843197
validation[          , genome  2316] predictions:    9450/  10000 (94.50%), best:    9462/10000 (94.62%), error:      1899.75159, best error:      1884.50464 on epoch:    58, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 39.8588676453s, input_fired_time: 0.2843389511, output_fired_time: 0.2050548494, propagate_forward_time: 15.8578863144, propagate_backward_time: 21.6176986694, weight_update_time: 0.0886098295, other_time: 1.8938865662
epoch time: 3.5543022156s, input_fired_time: 0.0341927968, output_fired_time: 0.0000000000, propagate_forward_time: 3.1725945473, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3475148678
validation[          , genome  2316] predictions:    9456/  10000 (94.56%), best:    9462/10000 (94.62%), error:      1927.28442, best error:      1884.50464 on epoch:    58, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 39.7747840881s, input_fired_time: 0.2859266996, output_fired_time: 0.2055172920, propagate_forward_time: 15.8107481003, propagate_backward_time: 21.5725727081, weight_update_time: 0.0882567242, other_time: 1.9000186920
epoch time: 3.4852962494s, input_fired_time: 0.0310288742, output_fired_time: 0.0000000000, propagate_forward_time: 3.1037809849, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3504862785
validation[          , genome  2316] predictions:    9451/  10000 (94.51%), best:    9462/10000 (94.62%), error:      1916.57068, best error:      1884.50464 on epoch:    58, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 38.7327461243s, input_fired_time: 0.2794311047, output_fired_time: 0.2016810179, propagate_forward_time: 15.4040708542, propagate_backward_time: 20.9616146088, weight_update_time: 0.0860146061, other_time: 1.8859500885
epoch time: 3.4422948360s, input_fired_time: 0.0302393511, output_fired_time: 0.0000000000, propagate_forward_time: 3.0710310936, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3410243988
validation[          , genome  2316] predictions:    9404/  10000 (94.04%), best:    9462/10000 (94.62%), error:      2028.94714, best error:      1884.50464 on epoch:    58, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 38.8048896790s, input_fired_time: 0.2805534899, output_fired_time: 0.2017649114, propagate_forward_time: 15.4086637497, propagate_backward_time: 21.0176582336, weight_update_time: 0.0863570869, other_time: 1.8962516785
epoch time: 3.5478148460s, input_fired_time: 0.0311779883, output_fired_time: 0.0000000000, propagate_forward_time: 3.1651594639, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3514773846
validation[          , genome  2316] predictions:    9450/  10000 (94.50%), best:    9462/10000 (94.62%), error:      1926.99255, best error:      1884.50464 on epoch:    58, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 39.8064041138s, input_fired_time: 0.2848650515, output_fired_time: 0.2071929872, propagate_forward_time: 15.8491582870, propagate_backward_time: 21.5609893799, weight_update_time: 0.0885460302, other_time: 1.9041976929
epoch time: 3.5512840748s, input_fired_time: 0.0314232595, output_fired_time: 0.0000000000, propagate_forward_time: 3.1665976048, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3532631397
validation[          , genome  2316] predictions:    9437/  10000 (94.37%), best:    9462/10000 (94.62%), error:      1966.75586, best error:      1884.50464 on epoch:    58, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 39.7150611877s, input_fired_time: 0.2844220698, output_fired_time: 0.2068448663, propagate_forward_time: 15.8149318695, propagate_backward_time: 21.5138931274, weight_update_time: 0.0881583393, other_time: 1.8949680328
epoch time: 3.5437955856s, input_fired_time: 0.0314681269, output_fired_time: 0.0000000000, propagate_forward_time: 3.1674182415, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3449091911
validation[          , genome  2316] predictions:    9466/  10000 (94.66%), best:    9462/10000 (94.62%), error:      1886.23438, best error:      1884.50464 on epoch:    58, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 39.6321334839s, input_fired_time: 0.2829377651, output_fired_time: 0.2058847100, propagate_forward_time: 15.7891340256, propagate_backward_time: 21.4371337891, weight_update_time: 0.0877909511, other_time: 1.9170455933
epoch time: 3.5478091240s, input_fired_time: 0.0316351876, output_fired_time: 0.0000000000, propagate_forward_time: 3.1633150578, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3528587818
validation[          , genome  2316] predictions:    9453/  10000 (94.53%), best:    9453/10000 (94.53%), error:      1866.30945, best error:      1866.30945 on epoch:    71, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 39.2631912231s, input_fired_time: 0.2813655436, output_fired_time: 0.2035406381, propagate_forward_time: 15.6240406036, propagate_backward_time: 21.2542896271, weight_update_time: 0.0872481987, other_time: 1.8999557495
epoch time: 3.3877189159s, input_fired_time: 0.0300686844, output_fired_time: 0.0000000000, propagate_forward_time: 3.0145556927, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3430945873
validation[          , genome  2316] predictions:    9445/  10000 (94.45%), best:    9453/10000 (94.53%), error:      1926.94055, best error:      1866.30945 on epoch:    71, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 39.6562957764s, input_fired_time: 0.2833335102, output_fired_time: 0.2017095089, propagate_forward_time: 15.8318138123, propagate_backward_time: 21.4434356689, weight_update_time: 0.0881846026, other_time: 1.8960037231
epoch time: 3.5436024666s, input_fired_time: 0.0316308551, output_fired_time: 0.0000000000, propagate_forward_time: 3.1585166454, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3534550667
validation[          , genome  2316] predictions:    9442/  10000 (94.42%), best:    9453/10000 (94.53%), error:      1923.75464, best error:      1866.30945 on epoch:    71, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 39.7754516602s, input_fired_time: 0.2861039639, output_fired_time: 0.2080772519, propagate_forward_time: 15.7988834381, propagate_backward_time: 21.5593872070, weight_update_time: 0.0886015296, other_time: 1.9230022430
epoch time: 3.5335154533s, input_fired_time: 0.0317585394, output_fired_time: 0.0000000000, propagate_forward_time: 3.1557574272, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3459994793
validation[          , genome  2316] predictions:    9458/  10000 (94.58%), best:    9453/10000 (94.53%), error:      1891.08203, best error:      1866.30945 on epoch:    71, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 39.3477783203s, input_fired_time: 0.2833596468, output_fired_time: 0.2048209906, propagate_forward_time: 15.6499481201, propagate_backward_time: 21.3010902405, weight_update_time: 0.0867891684, other_time: 1.9085578918
epoch time: 3.5612814426s, input_fired_time: 0.0319517180, output_fired_time: 0.0000000000, propagate_forward_time: 3.1760230064, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3533067703
validation[          , genome  2316] predictions:    9463/  10000 (94.63%), best:    9453/10000 (94.53%), error:      1887.17786, best error:      1866.30945 on epoch:    71, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 39.5509719849s, input_fired_time: 0.2837635279, output_fired_time: 0.2064414620, propagate_forward_time: 15.7274789810, propagate_backward_time: 21.4260272980, weight_update_time: 0.0877113119, other_time: 1.9072628021
epoch time: 3.5404255390s, input_fired_time: 0.0315550938, output_fired_time: 0.0000000000, propagate_forward_time: 3.1553359032, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3535344601
validation[          , genome  2316] predictions:    9441/  10000 (94.41%), best:    9453/10000 (94.53%), error:      1955.55896, best error:      1866.30945 on epoch:    71, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 39.1972846985s, input_fired_time: 0.2814463079, output_fired_time: 0.1994203627, propagate_forward_time: 15.6254634857, propagate_backward_time: 21.2035980225, weight_update_time: 0.0869400278, other_time: 1.8873577118
epoch time: 3.5359678268s, input_fired_time: 0.0316474847, output_fired_time: 0.0000000000, propagate_forward_time: 3.1571211815, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3471992016
validation[          , genome  2316] predictions:    9419/  10000 (94.19%), best:    9453/10000 (94.53%), error:      1991.09875, best error:      1866.30945 on epoch:    71, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 38.8235931396s, input_fired_time: 0.2812490761, output_fired_time: 0.2018388808, propagate_forward_time: 15.4397439957, propagate_backward_time: 21.0061035156, weight_update_time: 0.0860975906, other_time: 1.8946571350
epoch time: 3.5485711098s, input_fired_time: 0.0316398628, output_fired_time: 0.0000000000, propagate_forward_time: 3.1639015675, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3530297279
validation[          , genome  2316] predictions:    9426/  10000 (94.26%), best:    9453/10000 (94.53%), error:      1996.08435, best error:      1866.30945 on epoch:    71, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 38.3859100342s, input_fired_time: 0.2785070539, output_fired_time: 0.1988171339, propagate_forward_time: 15.2728586197, propagate_backward_time: 20.7596569061, weight_update_time: 0.0851452723, other_time: 1.8760700226
epoch time: 3.5462090969s, input_fired_time: 0.0318814516, output_fired_time: 0.0000000000, propagate_forward_time: 3.1603972912, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3539302349
validation[          , genome  2316] predictions:    9429/  10000 (94.29%), best:    9453/10000 (94.53%), error:      2033.19397, best error:      1866.30945 on epoch:    71, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 38.0332603455s, input_fired_time: 0.2785398066, output_fired_time: 0.1963127404, propagate_forward_time: 15.1335477829, propagate_backward_time: 20.5704288483, weight_update_time: 0.0845817924, other_time: 1.8544292450
epoch time: 3.0574371815s, input_fired_time: 0.0287194662, output_fired_time: 0.0000000000, propagate_forward_time: 2.7046537399, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3240640163
validation[          , genome  2316] predictions:    9458/  10000 (94.58%), best:    9453/10000 (94.53%), error:      1890.95569, best error:      1866.30945 on epoch:    71, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 39.6519737244s, input_fired_time: 0.2856736183, output_fired_time: 0.2060792148, propagate_forward_time: 15.7940282822, propagate_backward_time: 21.4574203491, weight_update_time: 0.0878046453, other_time: 1.9087715149
epoch time: 3.5406663418s, input_fired_time: 0.0317227393, output_fired_time: 0.0000000000, propagate_forward_time: 3.1636605263, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3452830315
validation[          , genome  2316] predictions:    9398/  10000 (93.98%), best:    9453/10000 (94.53%), error:      2078.00830, best error:      1866.30945 on epoch:    71, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 39.4977035522s, input_fired_time: 0.2837933898, output_fired_time: 0.2049931139, propagate_forward_time: 15.7530145645, propagate_backward_time: 21.3512535095, weight_update_time: 0.0871667191, other_time: 1.9046478271
epoch time: 3.5427129269s, input_fired_time: 0.0319208764, output_fired_time: 0.0000000000, propagate_forward_time: 3.1596393585, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3511526585
validation[          , genome  2316] predictions:    9442/  10000 (94.42%), best:    9453/10000 (94.53%), error:      1938.16687, best error:      1866.30945 on epoch:    71, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 39.6112594604s, input_fired_time: 0.2847689390, output_fired_time: 0.2052420080, propagate_forward_time: 15.7824316025, propagate_backward_time: 21.4353809357, weight_update_time: 0.0876992047, other_time: 1.9034366608
epoch time: 3.4678277969s, input_fired_time: 0.0312519521, output_fired_time: 0.0000000000, propagate_forward_time: 3.0932736397, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3433022499
validation[          , genome  2316] predictions:    9449/  10000 (94.49%), best:    9453/10000 (94.53%), error:      1919.07446, best error:      1866.30945 on epoch:    71, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 39.3099937439s, input_fired_time: 0.2842156291, output_fired_time: 0.2033157945, propagate_forward_time: 15.6733312607, propagate_backward_time: 21.2600479126, weight_update_time: 0.0872384161, other_time: 1.8890838623
epoch time: 3.5306229591s, input_fired_time: 0.0318423621, output_fired_time: 0.0000000000, propagate_forward_time: 3.1539814472, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3447990417
validation[          , genome  2316] predictions:    9431/  10000 (94.31%), best:    9453/10000 (94.53%), error:      1949.28296, best error:      1866.30945 on epoch:    71, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 39.7169647217s, input_fired_time: 0.2875857353, output_fired_time: 0.2071871161, propagate_forward_time: 15.7929248810, propagate_backward_time: 21.4981842041, weight_update_time: 0.0882537439, other_time: 1.9310817719
epoch time: 3.5551190376s, input_fired_time: 0.0323439278, output_fired_time: 0.0000000000, propagate_forward_time: 3.1688585281, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3539166451
validation[          , genome  2316] predictions:    9457/  10000 (94.57%), best:    9453/10000 (94.53%), error:      1934.02856, best error:      1866.30945 on epoch:    71, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 39.8770179749s, input_fired_time: 0.2877703607, output_fired_time: 0.2082192600, propagate_forward_time: 15.8530158997, propagate_backward_time: 21.6083164215, weight_update_time: 0.0885960758, other_time: 1.9196987152
epoch time: 3.5539991856s, input_fired_time: 0.0318374373, output_fired_time: 0.0000000000, propagate_forward_time: 3.1691832542, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3529784679
validation[          , genome  2316] predictions:    9453/  10000 (94.53%), best:    9453/10000 (94.53%), error:      1907.83704, best error:      1866.30945 on epoch:    71, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 39.8643188477s, input_fired_time: 0.2873398066, output_fired_time: 0.2082745433, propagate_forward_time: 15.8488044739, propagate_backward_time: 21.6144275665, weight_update_time: 0.0885622501, other_time: 1.9054737091
epoch time: 3.5405902863s, input_fired_time: 0.0318092033, output_fired_time: 0.0000000000, propagate_forward_time: 3.1562640667, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3525171280
validation[          , genome  2316] predictions:    9456/  10000 (94.56%), best:    9453/10000 (94.53%), error:      1899.39087, best error:      1866.30945 on epoch:    71, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 37.3790168762s, input_fired_time: 0.2753616571, output_fired_time: 0.1946983635, propagate_forward_time: 14.8741626740, propagate_backward_time: 20.1900215149, weight_update_time: 0.0833740011, other_time: 1.8447742462
epoch time: 3.5389206409s, input_fired_time: 0.0322529450, output_fired_time: 0.0000000000, propagate_forward_time: 3.1599974632, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3466701508
validation[          , genome  2316] predictions:    9438/  10000 (94.38%), best:    9453/10000 (94.53%), error:      2002.78284, best error:      1866.30945 on epoch:    71, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 39.0037460327s, input_fired_time: 0.2835955322, output_fired_time: 0.2028097212, propagate_forward_time: 15.5178127289, propagate_backward_time: 21.1007442474, weight_update_time: 0.0864689201, other_time: 1.8987846375
epoch time: 3.5432231426s, input_fired_time: 0.0324599780, output_fired_time: 0.0000000000, propagate_forward_time: 3.1580553055, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3527078629
validation[          , genome  2316] predictions:    9471/  10000 (94.71%), best:    9453/10000 (94.53%), error:      1904.19971, best error:      1866.30945 on epoch:    71, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 39.0081214905s, input_fired_time: 0.2841956317, output_fired_time: 0.2029889524, propagate_forward_time: 15.5247659683, propagate_backward_time: 21.1134815216, weight_update_time: 0.0868304744, other_time: 1.8826923370
epoch time: 3.4156055450s, input_fired_time: 0.0312512331, output_fired_time: 0.0000000000, propagate_forward_time: 3.0403790474, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3439753056
validation[          , genome  2316] predictions:    9445/  10000 (94.45%), best:    9453/10000 (94.53%), error:      1933.99866, best error:      1866.30945 on epoch:    71, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 39.5103149414s, input_fired_time: 0.2871380150, output_fired_time: 0.2059519887, propagate_forward_time: 15.7063322067, propagate_backward_time: 21.4159755707, weight_update_time: 0.0880623087, other_time: 1.8949146271
epoch time: 3.5387036800s, input_fired_time: 0.0323024876, output_fired_time: 0.0000000000, propagate_forward_time: 3.1612200737, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3451812267
validation[          , genome  2316] predictions:    9398/  10000 (93.98%), best:    9453/10000 (94.53%), error:      2078.51392, best error:      1866.30945 on epoch:    71, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 39.7551612854s, input_fired_time: 0.2874248326, output_fired_time: 0.2064260244, propagate_forward_time: 15.7968101501, propagate_backward_time: 21.5470905304, weight_update_time: 0.0882170126, other_time: 1.9174098969
epoch time: 3.5522847176s, input_fired_time: 0.0320371985, output_fired_time: 0.0000000000, propagate_forward_time: 3.1675443649, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3527030945
validation[          , genome  2316] predictions:    9455/  10000 (94.55%), best:    9453/10000 (94.53%), error:      1916.92700, best error:      1866.30945 on epoch:    71, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 39.3219146729s, input_fired_time: 0.2865248024, output_fired_time: 0.2051077187, propagate_forward_time: 15.6391763687, propagate_backward_time: 21.2938957214, weight_update_time: 0.0870982483, other_time: 1.8972091675
epoch time: 3.5548374653s, input_fired_time: 0.0324229710, output_fired_time: 0.0000000000, propagate_forward_time: 3.1696553230, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3527591228
validation[          , genome  2316] predictions:    9457/  10000 (94.57%), best:    9453/10000 (94.53%), error:      1916.88318, best error:      1866.30945 on epoch:    71, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 39.8329696655s, input_fired_time: 0.2887539864, output_fired_time: 0.2059517205, propagate_forward_time: 15.8166656494, propagate_backward_time: 21.6148185730, weight_update_time: 0.0883991346, other_time: 1.9067802429
epoch time: 3.5329220295s, input_fired_time: 0.0324840359, output_fired_time: 0.0000000000, propagate_forward_time: 3.1476123333, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3528256416
validation[          , genome  2316] predictions:    9395/  10000 (93.95%), best:    9453/10000 (94.53%), error:      2122.80688, best error:      1866.30945 on epoch:    71, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 39.3433723450s, input_fired_time: 0.2875458598, output_fired_time: 0.2039828449, propagate_forward_time: 15.6868705750, propagate_backward_time: 21.2541389465, weight_update_time: 0.0876738131, other_time: 1.9108352661
epoch time: 3.5318257809s, input_fired_time: 0.0324221551, output_fired_time: 0.0000000000, propagate_forward_time: 3.1540410519, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3453626633
validation[          , genome  2316] predictions:    9469/  10000 (94.69%), best:    9453/10000 (94.53%), error:      1877.37183, best error:      1866.30945 on epoch:    71, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 39.7304687500s, input_fired_time: 0.2878038585, output_fired_time: 0.2074014544, propagate_forward_time: 15.8036127090, propagate_backward_time: 21.5112571716, weight_update_time: 0.0886072218, other_time: 1.9203948975
epoch time: 3.5410938263s, input_fired_time: 0.0324515924, output_fired_time: 0.0000000000, propagate_forward_time: 3.1555302143, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3531119823
validation[          , genome  2316] predictions:    9425/  10000 (94.25%), best:    9453/10000 (94.53%), error:      1976.96106, best error:      1866.30945 on epoch:    71, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 39.6640739441s, input_fired_time: 0.2880334854, output_fired_time: 0.2069847435, propagate_forward_time: 15.7710418701, propagate_backward_time: 21.4889774323, weight_update_time: 0.0882014856, other_time: 1.9090366364
epoch time: 3.5492742062s, input_fired_time: 0.0322896466, output_fired_time: 0.0000000000, propagate_forward_time: 3.1641521454, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3528323174
validation[          , genome  2316] predictions:    9450/  10000 (94.50%), best:    9453/10000 (94.53%), error:      1893.38342, best error:      1866.30945 on epoch:    71, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 39.0594253540s, input_fired_time: 0.2848615348, output_fired_time: 0.2034092546, propagate_forward_time: 15.5290222168, propagate_backward_time: 21.1559066772, weight_update_time: 0.0869936794, other_time: 1.8862228394
epoch time: 3.3598291874s, input_fired_time: 0.0313935690, output_fired_time: 0.0000000000, propagate_forward_time: 2.9947369099, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3336987495
validation[          , genome  2316] predictions:    9441/  10000 (94.41%), best:    9453/10000 (94.53%), error:      1982.62036, best error:      1866.30945 on epoch:    71, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 39.7590560913s, input_fired_time: 0.2892862558, output_fired_time: 0.2070115805, propagate_forward_time: 15.7948789597, propagate_backward_time: 21.5462589264, weight_update_time: 0.0882357210, other_time: 1.9216175079
epoch time: 3.5629277229s, input_fired_time: 0.0321777910, output_fired_time: 0.0000000000, propagate_forward_time: 3.1770789623, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3536710739
validation[          , genome  2316] predictions:    9454/  10000 (94.54%), best:    9453/10000 (94.53%), error:      1895.93665, best error:      1866.30945 on epoch:    71, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 39.9364051819s, input_fired_time: 0.2896116376, output_fired_time: 0.2085216045, propagate_forward_time: 15.8804578781, propagate_backward_time: 21.6387310028, weight_update_time: 0.0888652727, other_time: 1.9190807343
epoch time: 3.5613756180s, input_fired_time: 0.0324977599, output_fired_time: 0.0000000000, propagate_forward_time: 3.1753237247, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3535542488
validation[          , genome  2316] predictions:    9398/  10000 (93.98%), best:    9453/10000 (94.53%), error:      2037.79956, best error:      1866.30945 on epoch:    71, 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: 17.8151779175s, input_fired_time: 0.1603765786, output_fired_time: 0.0000000000, propagate_forward_time: 15.8768043518, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7779960632
best training[          , genome  2316] predictions:   48039/  50000 (96.08%), best:    9453/10000 (94.53%), error:      6952.00586, best error:      1866.30945 on epoch:    71, 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: 3.5596590042s, input_fired_time: 0.0316301361, output_fired_time: 0.0000000000, propagate_forward_time: 3.1755316257, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3524973392
   testing[          , genome  2316] predictions:    9525/  10000 (95.25%), best:    9453/10000 (94.53%), error:      1635.71338, best error:      1866.30945 on epoch:    71, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
08:22:23 (69880): called boinc_finish(0)

</stderr_txt>
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