Nameexact_genome_1508499903_21_15555_0
Workunit2268122
Created25 Oct 2017, 17:15:05 UTC
Sent25 Oct 2017, 17:46:24 UTC
Report deadline3 Dec 2017, 8:12:03 UTC
Received29 Oct 2017, 1:51:35 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID49051
Run time19 hours 9 min 29 sec
CPU time19 hours 7 min 49 sec
Validate stateValid
Credit9,650.29
Device peak FLOPS1.56 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size172.13 MB
Peak swap size177.08 MB
Peak disk usage5.53 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
gate_backward_time: 365.8608093262, weight_update_time: 0.7545570135, other_time: 10.6732482910
epoch time: 49.9684181213s, input_fired_time: 1.2349073887, output_fired_time: 0.0000000000, propagate_forward_time: 46.7711715698, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9623374939
validation[          , genome 15555] predictions:    9810/  10000 (98.10%), best:    9829/10000 (98.29%), error:       583.46021, best error:       531.99500 on epoch:     9, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 629.0745239258s, input_fired_time: 10.0471878052, output_fired_time: 9.5859527588, propagate_forward_time: 233.0979919434, propagate_backward_time: 365.6704406738, weight_update_time: 0.7523196936, other_time: 10.6729736328
epoch time: 49.6658592224s, input_fired_time: 1.2297508717, output_fired_time: 0.0000000000, propagate_forward_time: 46.4768447876, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9592628479
validation[          , genome 15555] predictions:    9815/  10000 (98.15%), best:    9829/10000 (98.29%), error:       554.29077, best error:       531.99500 on epoch:     9, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 628.4090576172s, input_fired_time: 10.0378293991, output_fired_time: 9.5693006516, propagate_forward_time: 232.8725433350, propagate_backward_time: 365.3174133301, weight_update_time: 0.7541370392, other_time: 10.6119689941
epoch time: 50.0072059631s, input_fired_time: 1.2336570024, output_fired_time: 0.0000000000, propagate_forward_time: 46.8267631531, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9467849731
validation[          , genome 15555] predictions:    9809/  10000 (98.09%), best:    9829/10000 (98.29%), error:       604.80121, best error:       531.99500 on epoch:     9, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 629.6315917969s, input_fired_time: 10.0661592484, output_fired_time: 9.6069936752, propagate_forward_time: 233.3124084473, propagate_backward_time: 365.9530944824, weight_update_time: 0.7540905476, other_time: 10.6929321289
epoch time: 49.6334152222s, input_fired_time: 1.2349081039, output_fired_time: 0.0000000000, propagate_forward_time: 46.4252281189, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9732780457
validation[          , genome 15555] predictions:    9818/  10000 (98.18%), best:    9829/10000 (98.29%), error:       562.59576, best error:       531.99500 on epoch:     9, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 628.8364257813s, input_fired_time: 10.0627031326, output_fired_time: 9.6031713486, propagate_forward_time: 232.8932342529, propagate_backward_time: 365.5803833008, weight_update_time: 0.7549232841, other_time: 10.6969604492
epoch time: 49.3313751221s, input_fired_time: 1.2256833315, output_fired_time: 0.0000000000, propagate_forward_time: 46.1233711243, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9823188782
validation[          , genome 15555] predictions:    9783/  10000 (97.83%), best:    9829/10000 (98.29%), error:       682.45355, best error:       531.99500 on epoch:     9, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 627.6682128906s, input_fired_time: 10.0466089249, output_fired_time: 9.5866279602, propagate_forward_time: 232.2669677734, propagate_backward_time: 365.1051940918, weight_update_time: 0.7534654140, other_time: 10.6628112793
epoch time: 49.8444213867s, input_fired_time: 1.2349683046, output_fired_time: 0.0000000000, propagate_forward_time: 46.6495513916, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9598999023
validation[          , genome 15555] predictions:    9845/  10000 (98.45%), best:    9845/10000 (98.45%), error:       498.74789, best error:       498.74789 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 628.0125732422s, input_fired_time: 10.0368518829, output_fired_time: 9.5608558655, propagate_forward_time: 232.6147766113, propagate_backward_time: 365.1641235352, weight_update_time: 0.7529835701, other_time: 10.6359558105
epoch time: 49.5778160095s, input_fired_time: 1.2359101772, output_fired_time: 0.0000000000, propagate_forward_time: 46.4148483276, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9270591736
validation[          , genome 15555] predictions:    9821/  10000 (98.21%), best:    9845/10000 (98.45%), error:       527.45129, best error:       498.74789 on epoch:    20, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 628.4363403320s, input_fired_time: 10.0563240051, output_fired_time: 9.5908908844, propagate_forward_time: 232.8427124023, propagate_backward_time: 365.2835693359, weight_update_time: 0.7533910275, other_time: 10.6628417969
epoch time: 49.7282562256s, input_fired_time: 1.2315127850, output_fired_time: 0.0000000000, propagate_forward_time: 46.5699729919, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9267692566
validation[          , genome 15555] predictions:    9821/  10000 (98.21%), best:    9845/10000 (98.45%), error:       560.87152, best error:       498.74789 on epoch:    20, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 628.4891357422s, input_fired_time: 10.0464029312, output_fired_time: 9.5690450668, propagate_forward_time: 232.7790374756, propagate_backward_time: 365.4016113281, weight_update_time: 0.7573176026, other_time: 10.6930541992
epoch time: 49.4083442688s, input_fired_time: 1.2253813744, output_fired_time: 0.0000000000, propagate_forward_time: 46.2510986328, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9318656921
validation[          , genome 15555] predictions:    9821/  10000 (98.21%), best:    9845/10000 (98.45%), error:       571.64081, best error:       498.74789 on epoch:    20, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 628.5682983398s, input_fired_time: 10.0619153976, output_fired_time: 9.5845308304, propagate_forward_time: 232.5160217285, propagate_backward_time: 365.6854858398, weight_update_time: 0.7546002269, other_time: 10.7203674316
epoch time: 49.7123413086s, input_fired_time: 1.2311561108, output_fired_time: 0.0000000000, propagate_forward_time: 46.5331268311, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9480590820
validation[          , genome 15555] predictions:    9849/  10000 (98.49%), best:    9849/10000 (98.49%), error:       484.36887, best error:       484.36887 on epoch:    24, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 630.2977905273s, input_fired_time: 10.0998840332, output_fired_time: 9.6100635529, propagate_forward_time: 233.4617156982, propagate_backward_time: 366.3450317383, weight_update_time: 0.7610391974, other_time: 10.7810668945
epoch time: 49.7557144165s, input_fired_time: 1.2327544689, output_fired_time: 0.0000000000, propagate_forward_time: 46.5754127502, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9475479126
validation[          , genome 15555] predictions:    9813/  10000 (98.13%), best:    9849/10000 (98.49%), error:       550.66650, best error:       484.36887 on epoch:    24, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 628.5944824219s, input_fired_time: 10.0904760361, output_fired_time: 9.5820331573, propagate_forward_time: 232.7092895508, propagate_backward_time: 365.3332824707, weight_update_time: 0.7620760202, other_time: 10.8794250488
epoch time: 50.0993270874s, input_fired_time: 1.2444324493, output_fired_time: 0.0000000000, propagate_forward_time: 46.8993225098, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9555740356
validation[          , genome 15555] predictions:    9861/  10000 (98.61%), best:    9861/10000 (98.61%), error:       466.92371, best error:       466.92371 on epoch:    26, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 629.1035156250s, input_fired_time: 10.1105852127, output_fired_time: 9.5997381210, propagate_forward_time: 233.0771636963, propagate_backward_time: 365.5048828125, weight_update_time: 0.7580248117, other_time: 10.8111572266
epoch time: 49.4527244568s, input_fired_time: 1.2371304035, output_fired_time: 0.0000000000, propagate_forward_time: 46.2413406372, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9742546082
validation[          , genome 15555] predictions:    9854/  10000 (98.54%), best:    9854/10000 (98.54%), error:       461.74127, best error:       461.74127 on epoch:    27, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 627.8817138672s, input_fired_time: 10.0785875320, output_fired_time: 9.5977115631, propagate_forward_time: 232.6010589600, propagate_backward_time: 364.8415527344, weight_update_time: 0.7543390989, other_time: 10.7627563477
epoch time: 49.5078735352s, input_fired_time: 1.2392094135, output_fired_time: 0.0000000000, propagate_forward_time: 46.3043518066, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9643135071
validation[          , genome 15555] predictions:    9863/  10000 (98.63%), best:    9863/10000 (98.63%), error:       425.05856, best error:       425.05856 on epoch:    28, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 628.2164306641s, input_fired_time: 10.1065177917, output_fired_time: 9.5931882858, propagate_forward_time: 232.2961120605, propagate_backward_time: 365.3450622559, weight_update_time: 0.7610210776, other_time: 10.8755493164
epoch time: 49.4256057739s, input_fired_time: 1.2383419275, output_fired_time: 0.0000000000, propagate_forward_time: 46.1847190857, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0025444031
validation[          , genome 15555] predictions:    9849/  10000 (98.49%), best:    9863/10000 (98.63%), error:       494.16666, best error:       425.05856 on epoch:    28, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 627.3220825195s, input_fired_time: 10.0927639008, output_fired_time: 9.5789861679, propagate_forward_time: 232.1864776611, propagate_backward_time: 364.6279602051, weight_update_time: 0.7573311329, other_time: 10.8359069824
epoch time: 49.6960334778s, input_fired_time: 1.2392482758, output_fired_time: 0.0000000000, propagate_forward_time: 46.5125770569, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9442100525
validation[          , genome 15555] predictions:    9864/  10000 (98.64%), best:    9864/10000 (98.64%), error:       422.67453, best error:       422.67453 on epoch:    30, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 628.6606445313s, input_fired_time: 10.1222476959, output_fired_time: 9.5751676559, propagate_forward_time: 232.7544250488, propagate_backward_time: 365.4078979492, weight_update_time: 0.7569216490, other_time: 10.8008728027
epoch time: 50.2293968201s, input_fired_time: 1.2380534410, output_fired_time: 0.0000000000, propagate_forward_time: 47.1086006165, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8827438354
validation[          , genome 15555] predictions:    9856/  10000 (98.56%), best:    9864/10000 (98.64%), error:       442.41565, best error:       422.67453 on epoch:    30, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 629.0659179688s, input_fired_time: 10.1035432816, output_fired_time: 9.6048412323, propagate_forward_time: 232.7495117188, propagate_backward_time: 365.8038635254, weight_update_time: 0.7620472908, other_time: 10.8041687012
epoch time: 49.9549598694s, input_fired_time: 1.2603626251, output_fired_time: 0.0000000000, propagate_forward_time: 46.6109352112, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0836601257
validation[          , genome 15555] predictions:    9851/  10000 (98.51%), best:    9864/10000 (98.64%), error:       460.61954, best error:       422.67453 on epoch:    30, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 629.1290893555s, input_fired_time: 10.1211929321, output_fired_time: 9.6222267151, propagate_forward_time: 233.0847778320, propagate_backward_time: 365.5083007813, weight_update_time: 0.7598783970, other_time: 10.7925415039
epoch time: 50.2410049438s, input_fired_time: 1.2476862669, output_fired_time: 0.0000000000, propagate_forward_time: 47.0992851257, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8940353394
validation[          , genome 15555] predictions:    9862/  10000 (98.62%), best:    9864/10000 (98.64%), error:       460.42557, best error:       422.67453 on epoch:    30, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 628.9545898438s, input_fired_time: 10.1193132401, output_fired_time: 9.5690517426, propagate_forward_time: 233.2661590576, propagate_backward_time: 365.2286376953, weight_update_time: 0.7602344751, other_time: 10.7714233398
epoch time: 49.9837112427s, input_fired_time: 1.2532885075, output_fired_time: 0.0000000000, propagate_forward_time: 46.7270469666, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0033760071
validation[          , genome 15555] predictions:    9854/  10000 (98.54%), best:    9864/10000 (98.64%), error:       445.00592, best error:       422.67453 on epoch:    30, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 628.2611694336s, input_fired_time: 10.1249685287, output_fired_time: 9.6092462540, propagate_forward_time: 232.7648162842, propagate_backward_time: 364.8848266602, weight_update_time: 0.7601972222, other_time: 10.8773193359
epoch time: 50.0736427307s, input_fired_time: 1.2504990101, output_fired_time: 0.0000000000, propagate_forward_time: 46.8630485535, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9600944519
validation[          , genome 15555] predictions:    9872/  10000 (98.72%), best:    9872/10000 (98.72%), error:       404.04718, best error:       404.04718 on epoch:    35, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 630.7100830078s, input_fired_time: 10.1998529434, output_fired_time: 9.6323080063, propagate_forward_time: 233.4788055420, propagate_backward_time: 366.3078308105, weight_update_time: 0.7644655108, other_time: 11.0912780762
epoch time: 50.0477256775s, input_fired_time: 1.2526636124, output_fired_time: 0.0000000000, propagate_forward_time: 46.7749443054, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0201187134
validation[          , genome 15555] predictions:    9863/  10000 (98.63%), best:    9872/10000 (98.72%), error:       457.36636, best error:       404.04718 on epoch:    35, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 627.8942871094s, input_fired_time: 10.1602029800, output_fired_time: 9.6221723557, propagate_forward_time: 232.3509674072, propagate_backward_time: 364.6676025391, weight_update_time: 0.7702980042, other_time: 11.0933227539
epoch time: 49.9235458374s, input_fired_time: 1.2566556931, output_fired_time: 0.0000000000, propagate_forward_time: 46.6301612854, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0367279053
validation[          , genome 15555] predictions:    9847/  10000 (98.47%), best:    9872/10000 (98.72%), error:       502.65485, best error:       404.04718 on epoch:    35, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 629.2727050781s, input_fired_time: 10.1688022614, output_fired_time: 9.6105327606, propagate_forward_time: 233.0963134766, propagate_backward_time: 365.4114990234, weight_update_time: 0.7676548958, other_time: 10.9855346680
epoch time: 50.1715812683s, input_fired_time: 1.2491561174, output_fired_time: 0.0000000000, propagate_forward_time: 46.9909858704, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9314384460
validation[          , genome 15555] predictions:    9863/  10000 (98.63%), best:    9872/10000 (98.72%), error:       424.81091, best error:       404.04718 on epoch:    35, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 629.2548828125s, input_fired_time: 10.1728105545, output_fired_time: 9.6319684982, propagate_forward_time: 233.2713470459, propagate_backward_time: 365.1741333008, weight_update_time: 0.7654488087, other_time: 11.0046386719
epoch time: 49.7422714233s, input_fired_time: 1.2511132956, output_fired_time: 0.0000000000, propagate_forward_time: 46.5316848755, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9594726563
validation[          , genome 15555] predictions:    9852/  10000 (98.52%), best:    9872/10000 (98.72%), error:       444.97412, best error:       404.04718 on epoch:    35, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 626.7990112305s, input_fired_time: 10.1655092239, output_fired_time: 9.5870342255, propagate_forward_time: 232.0908813477, propagate_backward_time: 363.9743041992, weight_update_time: 0.7629842758, other_time: 10.9812622070
epoch time: 49.6513862610s, input_fired_time: 1.2532593012, output_fired_time: 0.0000000000, propagate_forward_time: 46.4572677612, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9408607483
validation[          , genome 15555] predictions:    9868/  10000 (98.68%), best:    9872/10000 (98.72%), error:       421.59033, best error:       404.04718 on epoch:    35, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 628.0354003906s, input_fired_time: 10.1659412384, output_fired_time: 9.5969572067, propagate_forward_time: 232.4937133789, propagate_backward_time: 364.8407287598, weight_update_time: 0.7646356821, other_time: 10.9380187988
epoch time: 49.1526222229s, input_fired_time: 1.2563513517, output_fired_time: 0.0000000000, propagate_forward_time: 45.8305130005, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0657577515
validation[          , genome 15555] predictions:    9852/  10000 (98.52%), best:    9872/10000 (98.72%), error:       499.02353, best error:       404.04718 on epoch:    35, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 627.2362670898s, input_fired_time: 10.1523170471, output_fired_time: 9.5938119888, propagate_forward_time: 231.9079437256, propagate_backward_time: 364.6282348633, weight_update_time: 0.7651503682, other_time: 10.9539184570
epoch time: 49.9472503662s, input_fired_time: 1.2512224913, output_fired_time: 0.0000000000, propagate_forward_time: 46.7212829590, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9747467041
validation[          , genome 15555] predictions:    9871/  10000 (98.71%), best:    9872/10000 (98.72%), error:       446.55637, best error:       404.04718 on epoch:    35, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 627.5650024414s, input_fired_time: 10.1619577408, output_fired_time: 9.5909900665, propagate_forward_time: 232.1877899170, propagate_backward_time: 364.6790161133, weight_update_time: 0.7663966417, other_time: 10.9451904297
epoch time: 49.6049270630s, input_fired_time: 1.2541691065, output_fired_time: 0.0000000000, propagate_forward_time: 46.3502349854, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0005226135
validation[          , genome 15555] predictions:    9845/  10000 (98.45%), best:    9872/10000 (98.72%), error:       464.51492, best error:       404.04718 on epoch:    35, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 629.7817382813s, input_fired_time: 10.1970472336, output_fired_time: 9.6184883118, propagate_forward_time: 233.3529357910, propagate_backward_time: 365.5392150879, weight_update_time: 0.7694332600, other_time: 11.0740966797
epoch time: 50.1154861450s, input_fired_time: 1.2628409863, output_fired_time: 0.0000000000, propagate_forward_time: 46.8704261780, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9822196960
validation[          , genome 15555] predictions:    9876/  10000 (98.76%), best:    9872/10000 (98.72%), error:       404.98538, best error:       404.04718 on epoch:    35, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 626.0206909180s, input_fired_time: 10.1482362747, output_fired_time: 9.5526628494, propagate_forward_time: 231.6695861816, propagate_backward_time: 363.6146850586, weight_update_time: 0.7691538334, other_time: 11.0354919434
epoch time: 49.9621047974s, input_fired_time: 1.2537500858, output_fired_time: 0.0000000000, propagate_forward_time: 46.7630996704, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9452552795
validation[          , genome 15555] predictions:    9862/  10000 (98.62%), best:    9872/10000 (98.72%), error:       431.62402, best error:       404.04718 on epoch:    35, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 629.6605224609s, input_fired_time: 10.1751823425, output_fired_time: 9.6344070435, propagate_forward_time: 233.1618347168, propagate_backward_time: 365.7016601563, weight_update_time: 0.7668743134, other_time: 10.9874572754
epoch time: 50.1995353699s, input_fired_time: 1.2989288568, output_fired_time: 0.0000000000, propagate_forward_time: 46.8072128296, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0933952332
validation[          , genome 15555] predictions:    9878/  10000 (98.78%), best:    9878/10000 (98.78%), error:       394.66595, best error:       394.66595 on epoch:    46, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 628.7072753906s, input_fired_time: 10.1709108353, output_fired_time: 9.6120576859, propagate_forward_time: 232.5164489746, propagate_backward_time: 365.4777221680, weight_update_time: 0.7626212835, other_time: 10.9301452637
epoch time: 49.9490509033s, input_fired_time: 1.2641116381, output_fired_time: 0.0000000000, propagate_forward_time: 46.7209358215, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9640045166
validation[          , genome 15555] predictions:    9854/  10000 (98.54%), best:    9878/10000 (98.78%), error:       506.39459, best error:       394.66595 on epoch:    46, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 629.4325561523s, input_fired_time: 10.1858530045, output_fired_time: 9.6276988983, propagate_forward_time: 233.1589508057, propagate_backward_time: 365.5217285156, weight_update_time: 0.7639049888, other_time: 10.9383544922
epoch time: 49.6979637146s, input_fired_time: 1.2563532591, output_fired_time: 0.0000000000, propagate_forward_time: 46.4836273193, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9579849243
validation[          , genome 15555] predictions:    9870/  10000 (98.70%), best:    9878/10000 (98.78%), error:       410.75424, best error:       394.66595 on epoch:    46, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 630.3784790039s, input_fired_time: 10.2182559967, output_fired_time: 9.6198644638, propagate_forward_time: 233.6044158936, propagate_backward_time: 365.9318237305, weight_update_time: 0.7646544576, other_time: 11.0040893555
epoch time: 49.4498405457s, input_fired_time: 1.2530695200, output_fired_time: 0.0000000000, propagate_forward_time: 46.2190322876, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9777374268
validation[          , genome 15555] predictions:    9851/  10000 (98.51%), best:    9878/10000 (98.78%), error:       463.30997, best error:       394.66595 on epoch:    46, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 625.4277343750s, input_fired_time: 10.1807756424, output_fired_time: 9.5735273361, propagate_forward_time: 230.8869476318, propagate_backward_time: 363.6671447754, weight_update_time: 0.7659168839, other_time: 11.1192932129
epoch time: 49.9062385559s, input_fired_time: 1.2596803904, output_fired_time: 0.0000000000, propagate_forward_time: 46.6741447449, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9724121094
validation[          , genome 15555] predictions:    9864/  10000 (98.64%), best:    9878/10000 (98.78%), error:       438.56494, best error:       394.66595 on epoch:    46, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 628.5557250977s, input_fired_time: 10.2117643356, output_fired_time: 9.5956182480, propagate_forward_time: 232.8465881348, propagate_backward_time: 364.9378051758, weight_update_time: 0.7635461092, other_time: 10.9638977051
epoch time: 49.5809478760s, input_fired_time: 1.2675416470, output_fired_time: 0.0000000000, propagate_forward_time: 46.2861137390, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0272941589
validation[          , genome 15555] predictions:    9876/  10000 (98.76%), best:    9878/10000 (98.78%), error:       396.27173, best error:       394.66595 on epoch:    46, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 629.6777343750s, input_fired_time: 10.2041635513, output_fired_time: 9.6165180206, propagate_forward_time: 233.3136596680, propagate_backward_time: 365.5726013184, weight_update_time: 0.7681096196, other_time: 10.9707946777
epoch time: 49.9917755127s, input_fired_time: 1.2588818073, output_fired_time: 0.0000000000, propagate_forward_time: 46.7495689392, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9833259583
validation[          , genome 15555] predictions:    9883/  10000 (98.83%), best:    9883/10000 (98.83%), error:       373.21854, best error:       373.21854 on epoch:    52, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 629.7730712891s, input_fired_time: 10.2156639099, output_fired_time: 9.6360111237, propagate_forward_time: 233.0061645508, propagate_backward_time: 365.8273620605, weight_update_time: 0.7669613361, other_time: 11.0879211426
epoch time: 49.9701232910s, input_fired_time: 1.2576279640, output_fired_time: 0.0000000000, propagate_forward_time: 46.7654724121, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9470214844
validation[          , genome 15555] predictions:    9856/  10000 (98.56%), best:    9883/10000 (98.83%), error:       438.32147, best error:       373.21854 on epoch:    52, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 628.6574096680s, input_fired_time: 10.2060880661, output_fired_time: 9.6018133163, propagate_forward_time: 232.7327117920, propagate_backward_time: 365.1726989746, weight_update_time: 0.7646879554, other_time: 10.9440612793
epoch time: 49.7488136292s, input_fired_time: 1.2596811056, output_fired_time: 0.0000000000, propagate_forward_time: 46.4866752625, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0024566650
validation[          , genome 15555] predictions:    9887/  10000 (98.87%), best:    9887/10000 (98.87%), error:       358.69678, best error:       358.69678 on epoch:    54, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 629.7285766602s, input_fired_time: 10.2208271027, output_fired_time: 9.6293907166, propagate_forward_time: 232.9906463623, propagate_backward_time: 366.0079040527, weight_update_time: 0.7649728060, other_time: 10.8797912598
epoch time: 49.8125381470s, input_fired_time: 1.2620295286, output_fired_time: 0.0000000000, propagate_forward_time: 46.5271797180, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0233306885
validation[          , genome 15555] predictions:    9866/  10000 (98.66%), best:    9887/10000 (98.87%), error:       401.55746, best error:       358.69678 on epoch:    54, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 630.0465698242s, input_fired_time: 10.2382326126, output_fired_time: 9.6288852692, propagate_forward_time: 233.3819427490, propagate_backward_time: 365.7149353027, weight_update_time: 0.7681708932, other_time: 11.0825500488
epoch time: 49.6109962463s, input_fired_time: 1.2685264349, output_fired_time: 0.0000000000, propagate_forward_time: 46.2910614014, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0514068604
validation[          , genome 15555] predictions:    9882/  10000 (98.82%), best:    9882/10000 (98.82%), error:       357.98657, best error:       357.98657 on epoch:    56, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 630.1170043945s, input_fired_time: 10.2353973389, output_fired_time: 9.6485338211, propagate_forward_time: 233.1334686279, propagate_backward_time: 365.9997253418, weight_update_time: 0.7711430788, other_time: 11.0998229980
epoch time: 50.0307807922s, input_fired_time: 1.2766686678, output_fired_time: 0.0000000000, propagate_forward_time: 46.7028770447, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0512351990
validation[          , genome 15555] predictions:    9869/  10000 (98.69%), best:    9882/10000 (98.82%), error:       414.49863, best error:       357.98657 on epoch:    56, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 629.3999633789s, input_fired_time: 10.2342348099, output_fired_time: 9.6311435699, propagate_forward_time: 233.0784149170, propagate_backward_time: 365.3830566406, weight_update_time: 0.7730584145, other_time: 11.0730590820
epoch time: 50.1678733826s, input_fired_time: 1.2769637108, output_fired_time: 0.0000000000, propagate_forward_time: 46.8211860657, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0697250366
validation[          , genome 15555] predictions:    9867/  10000 (98.67%), best:    9882/10000 (98.82%), error:       387.62061, best error:       357.98657 on epoch:    56, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 631.7022705078s, input_fired_time: 10.3013496399, output_fired_time: 9.6575727463, propagate_forward_time: 233.7563781738, propagate_backward_time: 366.8029174805, weight_update_time: 0.7736794949, other_time: 11.1840515137
epoch time: 50.0544700623s, input_fired_time: 1.2717703581, output_fired_time: 0.0000000000, propagate_forward_time: 46.7316780090, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0510215759
validation[          , genome 15555] predictions:    9880/  10000 (98.80%), best:    9882/10000 (98.82%), error:       370.81851, best error:       357.98657 on epoch:    56, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 629.5800170898s, input_fired_time: 10.2456865311, output_fired_time: 9.6304407120, propagate_forward_time: 232.8979644775, propagate_backward_time: 365.5917358398, weight_update_time: 0.7762141824, other_time: 11.2142333984
epoch time: 49.5318870544s, input_fired_time: 1.2556034327, output_fired_time: 0.0000000000, propagate_forward_time: 46.2803192139, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9959640503
validation[          , genome 15555] predictions:    9876/  10000 (98.76%), best:    9882/10000 (98.82%), error:       386.55460, best error:       357.98657 on epoch:    56, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 628.0300903320s, input_fired_time: 10.2371110916, output_fired_time: 9.6025400162, propagate_forward_time: 232.5158691406, propagate_backward_time: 364.4943542480, weight_update_time: 0.7749018669, other_time: 11.1802062988
epoch time: 49.7976837158s, input_fired_time: 1.2761079073, output_fired_time: 0.0000000000, propagate_forward_time: 46.4874801636, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0340957642
validation[          , genome 15555] predictions:    9884/  10000 (98.84%), best:    9884/10000 (98.84%), error:       356.00397, best error:       356.00397 on epoch:    61, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 629.9604492188s, input_fired_time: 10.2513341904, output_fired_time: 9.6438684464, propagate_forward_time: 233.2846221924, propagate_backward_time: 365.6511535645, weight_update_time: 0.7759915590, other_time: 11.1294860840
epoch time: 49.8026084900s, input_fired_time: 1.2686665058, output_fired_time: 0.0000000000, propagate_forward_time: 46.5122795105, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0216636658
validation[          , genome 15555] predictions:    9879/  10000 (98.79%), best:    9884/10000 (98.84%), error:       362.03555, best error:       356.00397 on epoch:    61, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 630.2310180664s, input_fired_time: 10.3073492050, output_fired_time: 9.6675901413, propagate_forward_time: 233.0775604248, propagate_backward_time: 365.7290954590, weight_update_time: 0.7817162871, other_time: 11.4493713379
epoch time: 49.5478897095s, input_fired_time: 1.2766820192, output_fired_time: 0.0000000000, propagate_forward_time: 46.2524452209, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0187606812
validation[          , genome 15555] predictions:    9888/  10000 (98.88%), best:    9888/10000 (98.88%), error:       344.90634, best error:       344.90634 on epoch:    63, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 629.8310546875s, input_fired_time: 10.2887344360, output_fired_time: 9.6312303543, propagate_forward_time: 233.3384094238, propagate_backward_time: 365.3930358887, weight_update_time: 0.7761405110, other_time: 11.1796264648
epoch time: 49.9126358032s, input_fired_time: 1.2829791307, output_fired_time: 0.0000000000, propagate_forward_time: 46.5828437805, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0468139648
validation[          , genome 15555] predictions:    9882/  10000 (98.82%), best:    9888/10000 (98.88%), error:       356.60645, best error:       344.90634 on epoch:    63, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 628.5808715820s, input_fired_time: 10.2806100845, output_fired_time: 9.6125421524, propagate_forward_time: 232.3780975342, propagate_backward_time: 364.9761657715, weight_update_time: 0.7802566886, other_time: 11.3334045410
epoch time: 49.9463653564s, input_fired_time: 1.2764374018, output_fired_time: 0.0000000000, propagate_forward_time: 46.6517944336, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0181350708
validation[          , genome 15555] predictions:    9888/  10000 (98.88%), best:    9888/10000 (98.88%), error:       345.98187, best error:       344.90634 on epoch:    63, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 629.4464111328s, input_fired_time: 10.3020315170, output_fired_time: 9.6272859573, propagate_forward_time: 232.6886901855, propagate_backward_time: 365.4898681641, weight_update_time: 0.7775018811, other_time: 11.3385925293
epoch time: 50.0370445251s, input_fired_time: 1.2757357359, output_fired_time: 0.0000000000, propagate_forward_time: 46.7341461182, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0271644592
validation[          , genome 15555] predictions:    9880/  10000 (98.80%), best:    9888/10000 (98.88%), error:       349.58420, best error:       344.90634 on epoch:    63, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 630.1904296875s, input_fired_time: 10.2980709076, output_fired_time: 9.6414270401, propagate_forward_time: 233.2447204590, propagate_backward_time: 365.7350769043, weight_update_time: 0.7772977948, other_time: 11.2711181641
epoch time: 50.2928657532s, input_fired_time: 1.2846739292, output_fired_time: 0.0000000000, propagate_forward_time: 46.9500961304, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0580940247
validation[          , genome 15555] predictions:    9885/  10000 (98.85%), best:    9888/10000 (98.88%), error:       365.29141, best error:       344.90634 on epoch:    63, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 629.7363281250s, input_fired_time: 10.2875099182, output_fired_time: 9.6475744247, propagate_forward_time: 233.2178497314, propagate_backward_time: 365.3736877441, weight_update_time: 0.7792840004, other_time: 11.2096862793
epoch time: 50.0379524231s, input_fired_time: 1.2784583569, output_fired_time: 0.0000000000, propagate_forward_time: 46.7626190186, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9968757629
validation[          , genome 15555] predictions:    9887/  10000 (98.87%), best:    9888/10000 (98.88%), error:       347.77856, best error:       344.90634 on epoch:    63, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 629.5476684570s, input_fired_time: 10.2593154907, output_fired_time: 9.6306991577, propagate_forward_time: 232.8858489990, propagate_backward_time: 365.5788879395, weight_update_time: 0.7741428018, other_time: 11.1929016113
epoch time: 50.0108261108s, input_fired_time: 1.2842966318, output_fired_time: 0.0000000000, propagate_forward_time: 46.6437644958, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0827636719
validation[          , genome 15555] predictions:    9871/  10000 (98.71%), best:    9888/10000 (98.88%), error:       388.24683, best error:       344.90634 on epoch:    63, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 630.9727172852s, input_fired_time: 10.3256149292, output_fired_time: 9.6752529144, propagate_forward_time: 233.3531646729, propagate_backward_time: 366.2744445801, weight_update_time: 0.7819861174, other_time: 11.3442687988
epoch time: 50.0729827881s, input_fired_time: 1.2838178873, output_fired_time: 0.0000000000, propagate_forward_time: 46.7099533081, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0792121887
validation[          , genome 15555] predictions:    9884/  10000 (98.84%), best:    9888/10000 (98.88%), error:       365.20383, best error:       344.90634 on epoch:    63, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 629.9510498047s, input_fired_time: 10.3154087067, output_fired_time: 9.6672182083, propagate_forward_time: 233.0863952637, propagate_backward_time: 365.5213012695, weight_update_time: 0.7823947668, other_time: 11.3606872559
epoch time: 49.8997306824s, input_fired_time: 1.2925691605, output_fired_time: 0.0000000000, propagate_forward_time: 46.4584426880, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1487197876
validation[          , genome 15555] predictions:    9888/  10000 (98.88%), best:    9888/10000 (98.88%), error:       348.62875, best error:       344.90634 on epoch:    63, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 628.2764282227s, input_fired_time: 10.2751817703, output_fired_time: 9.6263923645, propagate_forward_time: 232.2465972900, propagate_backward_time: 364.8630371094, weight_update_time: 0.7756351829, other_time: 11.2651977539
epoch time: 50.1822166443s, input_fired_time: 1.3019849062, output_fired_time: 0.0000000000, propagate_forward_time: 46.7639770508, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1162528992
validation[          , genome 15555] predictions:    9889/  10000 (98.89%), best:    9889/10000 (98.89%), error:       344.30710, best error:       344.30710 on epoch:    72, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 629.1878662109s, input_fired_time: 10.3192224503, output_fired_time: 9.6655435562, propagate_forward_time: 232.4334869385, propagate_backward_time: 365.4206542969, weight_update_time: 0.7831757069, other_time: 11.3489990234
epoch time: 49.7410049438s, input_fired_time: 1.2844216824, output_fired_time: 0.0000000000, propagate_forward_time: 46.4117279053, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0448570251
validation[          , genome 15555] predictions:    9882/  10000 (98.82%), best:    9889/10000 (98.89%), error:       360.13110, best error:       344.30710 on epoch:    72, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 630.3201904297s, input_fired_time: 10.3311510086, output_fired_time: 9.6800832748, propagate_forward_time: 233.1512603760, propagate_backward_time: 365.7341003418, weight_update_time: 0.7832815647, other_time: 11.4236145020
epoch time: 50.1246185303s, input_fired_time: 1.2723934650, output_fired_time: 0.0000000000, propagate_forward_time: 46.8818054199, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9704208374
validation[          , genome 15555] predictions:    9890/  10000 (98.90%), best:    9889/10000 (98.89%), error:       350.68158, best error:       344.30710 on epoch:    72, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 630.9622802734s, input_fired_time: 10.3475160599, output_fired_time: 9.6803140640, propagate_forward_time: 233.5334320068, propagate_backward_time: 365.9080200195, weight_update_time: 0.7849962711, other_time: 11.4929809570
epoch time: 49.5786437988s, input_fired_time: 1.2804691792, output_fired_time: 0.0000000000, propagate_forward_time: 46.2039604187, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0942153931
validation[          , genome 15555] predictions:    9882/  10000 (98.82%), best:    9889/10000 (98.89%), error:       375.61758, best error:       344.30710 on epoch:    72, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 630.7872314453s, input_fired_time: 10.3648347855, output_fired_time: 9.6992025375, propagate_forward_time: 233.2815399170, propagate_backward_time: 365.9854125977, weight_update_time: 0.7945057750, other_time: 11.4562377930
epoch time: 50.2462730408s, input_fired_time: 1.3075910807, output_fired_time: 0.0000000000, propagate_forward_time: 46.7242279053, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2144546509
validation[          , genome 15555] predictions:    9866/  10000 (98.66%), best:    9889/10000 (98.89%), error:       391.54211, best error:       344.30710 on epoch:    72, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 629.9925537109s, input_fired_time: 10.3890914917, output_fired_time: 9.6745519638, propagate_forward_time: 233.0010070801, propagate_backward_time: 365.3004150391, weight_update_time: 0.7971001267, other_time: 11.6274719238
epoch time: 50.0133590698s, input_fired_time: 1.2977904081, output_fired_time: 0.0000000000, propagate_forward_time: 46.6190032959, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0965652466
validation[          , genome 15555] predictions:    9879/  10000 (98.79%), best:    9889/10000 (98.89%), error:       411.86267, best error:       344.30710 on epoch:    72, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 630.2111816406s, input_fired_time: 10.3891153336, output_fired_time: 9.7027244568, propagate_forward_time: 233.0474853516, propagate_backward_time: 365.4160156250, weight_update_time: 0.7937033772, other_time: 11.6558837891
epoch time: 50.1784172058s, input_fired_time: 1.2934603691, output_fired_time: 0.0000000000, propagate_forward_time: 46.7921638489, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0927925110
validation[          , genome 15555] predictions:    9875/  10000 (98.75%), best:    9889/10000 (98.89%), error:       378.58359, best error:       344.30710 on epoch:    72, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 630.4395141602s, input_fired_time: 10.3639936447, output_fired_time: 9.6993341446, propagate_forward_time: 233.2357025146, propagate_backward_time: 365.6020202637, weight_update_time: 0.7920188308, other_time: 11.5384216309
epoch time: 49.9227485657s, input_fired_time: 1.2896835804, output_fired_time: 0.0000000000, propagate_forward_time: 46.5206642151, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1124000549
validation[          , genome 15555] predictions:    9896/  10000 (98.96%), best:    9896/10000 (98.96%), error:       326.54462, best error:       326.54462 on epoch:    79, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 630.6054077148s, input_fired_time: 10.4043426514, output_fired_time: 9.7082424164, propagate_forward_time: 233.1575622559, propagate_backward_time: 365.6661682129, weight_update_time: 0.7921041250, other_time: 11.6690673828
epoch time: 50.0120887756s, input_fired_time: 1.3036485910, output_fired_time: 0.0000000000, propagate_forward_time: 46.6148948669, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0935440063
validation[          , genome 15555] predictions:    9875/  10000 (98.75%), best:    9896/10000 (98.96%), error:       389.92087, best error:       326.54462 on epoch:    79, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 625.3923950195s, input_fired_time: 10.3920936584, output_fired_time: 9.6837301254, propagate_forward_time: 230.7874908447, propagate_backward_time: 362.7105102539, weight_update_time: 0.8002016544, other_time: 11.8186035156
epoch time: 50.0705909729s, input_fired_time: 1.3035104275, output_fired_time: 0.0000000000, propagate_forward_time: 46.6512374878, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1158447266
validation[          , genome 15555] predictions:    9873/  10000 (98.73%), best:    9896/10000 (98.96%), error:       404.24442, best error:       326.54462 on epoch:    79, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 630.2951049805s, input_fired_time: 10.3831233978, output_fired_time: 9.6976423264, propagate_forward_time: 233.2207641602, propagate_backward_time: 365.4768981934, weight_update_time: 0.7910604477, other_time: 11.5166931152
epoch time: 50.3124923706s, input_fired_time: 1.3025379181, output_fired_time: 0.0000000000, propagate_forward_time: 46.9445075989, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0654487610
validation[          , genome 15555] predictions:    9889/  10000 (98.89%), best:    9896/10000 (98.96%), error:       345.85635, best error:       326.54462 on epoch:    79, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 631.4490356445s, input_fired_time: 10.3911046982, output_fired_time: 9.6943597794, propagate_forward_time: 233.7575073242, propagate_backward_time: 366.0884094238, weight_update_time: 0.7972146869, other_time: 11.5176696777
epoch time: 50.0963134766s, input_fired_time: 1.3003859520, output_fired_time: 0.0000000000, propagate_forward_time: 46.6910820007, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1048469543
validation[          , genome 15555] predictions:    9885/  10000 (98.85%), best:    9896/10000 (98.96%), error:       349.08850, best error:       326.54462 on epoch:    79, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 631.4786987305s, input_fired_time: 10.3928108215, output_fired_time: 9.6976509094, propagate_forward_time: 233.5324401855, propagate_backward_time: 366.3578491211, weight_update_time: 0.7892664671, other_time: 11.4979553223
epoch time: 50.2542266846s, input_fired_time: 1.3038909435, output_fired_time: 0.0000000000, propagate_forward_time: 46.8441619873, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1061744690
validation[          , genome 15555] predictions:    9889/  10000 (98.89%), best:    9896/10000 (98.96%), error:       349.92273, best error:       326.54462 on epoch:    79, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 629.7499389648s, input_fired_time: 10.4008312225, output_fired_time: 9.7269811630, propagate_forward_time: 232.5175933838, propagate_backward_time: 365.4690551758, weight_update_time: 0.7900097966, other_time: 11.6354980469
epoch time: 50.0855064392s, input_fired_time: 1.3015601635, output_fired_time: 0.0000000000, propagate_forward_time: 46.6710510254, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1128959656
validation[          , genome 15555] predictions:    9883/  10000 (98.83%), best:    9896/10000 (98.96%), error:       355.96658, best error:       326.54462 on epoch:    79, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 632.2521362305s, input_fired_time: 10.4410362244, output_fired_time: 9.7508583069, propagate_forward_time: 233.6947174072, propagate_backward_time: 366.6867675781, weight_update_time: 0.8032500744, other_time: 11.6787719727
epoch time: 50.5727233887s, input_fired_time: 1.3382505178, output_fired_time: 0.0000000000, propagate_forward_time: 47.0067977905, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2276763916
validation[          , genome 15555] predictions:    9888/  10000 (98.88%), best:    9896/10000 (98.96%), error:       362.44812, best error:       326.54462 on epoch:    79, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 631.2724609375s, input_fired_time: 10.4543609619, output_fired_time: 9.7427673340, propagate_forward_time: 233.3594055176, propagate_backward_time: 365.9436035156, weight_update_time: 0.8009962440, other_time: 11.7723083496
epoch time: 50.3662719727s, input_fired_time: 1.3219650984, output_fired_time: 0.0000000000, propagate_forward_time: 46.8624191284, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1818885803
validation[          , genome 15555] predictions:    9885/  10000 (98.85%), best:    9896/10000 (98.96%), error:       349.66034, best error:       326.54462 on epoch:    79, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 630.6989746094s, input_fired_time: 10.4650878906, output_fired_time: 9.7457723618, propagate_forward_time: 233.1317596436, propagate_backward_time: 365.5918579102, weight_update_time: 0.8013622165, other_time: 11.7644653320
epoch time: 50.4977493286s, input_fired_time: 1.3351415396, output_fired_time: 0.0000000000, propagate_forward_time: 46.9379539490, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2246551514
validation[          , genome 15555] predictions:    9890/  10000 (98.90%), best:    9896/10000 (98.96%), error:       342.54590, best error:       326.54462 on epoch:    79, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 631.0567626953s, input_fired_time: 10.5386581421, output_fired_time: 9.7651348114, propagate_forward_time: 233.1703948975, propagate_backward_time: 365.7180175781, weight_update_time: 0.8053345084, other_time: 11.8645629883
epoch time: 50.3329544067s, input_fired_time: 1.3111430407, output_fired_time: 0.0000000000, propagate_forward_time: 46.8580741882, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1637382507
validation[          , genome 15555] predictions:    9885/  10000 (98.85%), best:    9896/10000 (98.96%), error:       334.99918, best error:       326.54462 on epoch:    79, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 630.5165405273s, input_fired_time: 10.5529594421, output_fired_time: 9.8172273636, propagate_forward_time: 232.4869842529, propagate_backward_time: 365.5603637695, weight_update_time: 0.8145647049, other_time: 12.0989990234
epoch time: 49.4707984924s, input_fired_time: 1.3375880718, output_fired_time: 0.0000000000, propagate_forward_time: 45.8982086182, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2350006104
validation[          , genome 15555] predictions:    9884/  10000 (98.84%), best:    9896/10000 (98.96%), error:       342.88782, best error:       326.54462 on epoch:    79, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 631.8525390625s, input_fired_time: 10.5070514679, output_fired_time: 9.7725772858, propagate_forward_time: 233.4333190918, propagate_backward_time: 366.3029479980, weight_update_time: 0.8103442192, other_time: 11.8366088867
epoch time: 50.5875473022s, input_fired_time: 1.3135797977, output_fired_time: 0.0000000000, propagate_forward_time: 47.1576766968, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1162910461
validation[          , genome 15555] predictions:    9892/  10000 (98.92%), best:    9896/10000 (98.96%), error:       343.80307, best error:       326.54462 on epoch:    79, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 631.6450805664s, input_fired_time: 10.5011940002, output_fired_time: 9.7413244247, propagate_forward_time: 233.1995544434, propagate_backward_time: 366.3524169922, weight_update_time: 0.8069717884, other_time: 11.8505554199
epoch time: 49.5259246826s, input_fired_time: 1.3059765100, output_fired_time: 0.0000000000, propagate_forward_time: 46.0756530762, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1442947388
validation[          , genome 15555] predictions:    9878/  10000 (98.78%), best:    9896/10000 (98.96%), error:       358.59607, best error:       326.54462 on epoch:    79, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 631.3574829102s, input_fired_time: 10.4905252457, output_fired_time: 9.7579183578, propagate_forward_time: 233.4416198730, propagate_backward_time: 365.9730529785, weight_update_time: 0.7991366982, other_time: 11.6943359375
epoch time: 49.7851905823s, input_fired_time: 1.3098629713, output_fired_time: 0.0000000000, propagate_forward_time: 46.3281021118, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1472244263
validation[          , genome 15555] predictions:    9875/  10000 (98.75%), best:    9896/10000 (98.96%), error:       385.08743, best error:       326.54462 on epoch:    79, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 631.7101440430s, input_fired_time: 10.4716024399, output_fired_time: 9.7354259491, propagate_forward_time: 233.7935485840, propagate_backward_time: 365.9433593750, weight_update_time: 0.8036605716, other_time: 11.7662048340
epoch time: 49.6895980835s, input_fired_time: 1.3065854311, output_fired_time: 0.0000000000, propagate_forward_time: 46.1889572144, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1940536499
validation[          , genome 15555] predictions:    9896/  10000 (98.96%), best:    9896/10000 (98.96%), error:       338.04724, best error:       326.54462 on epoch:    79, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 632.0928344727s, input_fired_time: 10.4786043167, output_fired_time: 9.7460842133, propagate_forward_time: 234.0706481934, propagate_backward_time: 366.1169433594, weight_update_time: 0.8019837737, other_time: 11.6805725098
epoch time: 49.9447784424s, input_fired_time: 1.2971143723, output_fired_time: 0.0000000000, propagate_forward_time: 46.6096611023, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0380020142
validation[          , genome 15555] predictions:    9894/  10000 (98.94%), best:    9896/10000 (98.96%), error:       329.45908, best error:       326.54462 on epoch:    79, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 631.3101806641s, input_fired_time: 10.4615478516, output_fired_time: 9.7273960114, propagate_forward_time: 233.6809082031, propagate_backward_time: 365.6915893555, weight_update_time: 0.8019545078, other_time: 11.7487182617
epoch time: 49.5838851929s, input_fired_time: 1.3015323877, output_fired_time: 0.0000000000, propagate_forward_time: 46.1964225769, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0859298706
validation[          , genome 15555] predictions:    9895/  10000 (98.95%), best:    9896/10000 (98.96%), error:       326.94843, best error:       326.54462 on epoch:    79, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 631.7807617188s, input_fired_time: 10.4510898590, output_fired_time: 9.7584323883, propagate_forward_time: 233.5926361084, propagate_backward_time: 366.2622375488, weight_update_time: 0.7939952612, other_time: 11.7163391113
epoch time: 49.6827316284s, input_fired_time: 1.3137956858, output_fired_time: 0.0000000000, propagate_forward_time: 46.1556434631, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2132911682
validation[          , genome 15555] predictions:    9890/  10000 (98.90%), best:    9896/10000 (98.96%), error:       342.95407, best error:       326.54462 on epoch:    79, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 631.9223632813s, input_fired_time: 10.4514522552, output_fired_time: 9.7543487549, propagate_forward_time: 233.4687500000, propagate_backward_time: 366.6167907715, weight_update_time: 0.7989864349, other_time: 11.6310119629
epoch time: 50.3511276245s, input_fired_time: 1.3113899231, output_fired_time: 0.0000000000, propagate_forward_time: 46.9042015076, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1355361938
validation[          , genome 15555] predictions:    9903/  10000 (99.03%), best:    9896/10000 (98.96%), error:       333.39407, best error:       326.54462 on epoch:    79, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 632.2461547852s, input_fired_time: 10.7789106369, output_fired_time: 9.9301042557, propagate_forward_time: 232.9736480713, propagate_backward_time: 365.6011962891, weight_update_time: 0.8530710936, other_time: 12.9622802734
epoch time: 50.3780517578s, input_fired_time: 1.3924108744, output_fired_time: 0.0000000000, propagate_forward_time: 46.4097557068, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5758857727
validation[          , genome 15555] predictions:    9886/  10000 (98.86%), best:    9896/10000 (98.96%), error:       358.04303, best error:       326.54462 on epoch:    79, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 633.6776123047s, input_fired_time: 10.7985219955, output_fired_time: 9.9556407928, propagate_forward_time: 233.6575164795, propagate_backward_time: 366.3697204590, weight_update_time: 0.8565121889, other_time: 12.8962097168
epoch time: 50.6357460022s, input_fired_time: 1.3509467840, output_fired_time: 0.0000000000, propagate_forward_time: 47.0622825623, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2225151062
validation[          , genome 15555] predictions:    9883/  10000 (98.83%), best:    9896/10000 (98.96%), error:       365.27335, best error:       326.54462 on epoch:    79, 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: 251.8305358887s, input_fired_time: 6.8329963684, output_fired_time: 0.0000000000, propagate_forward_time: 233.0700225830, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 11.9275207520
best training[          , genome 15555] predictions:   49995/  50000 (99.99%), best:    9896/10000 (98.96%), error:       185.38110, best error:       326.54462 on epoch:    79, 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: 50.5351562500s, input_fired_time: 1.3722419739, output_fired_time: 0.0000000000, propagate_forward_time: 46.7163543701, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4465599060
   testing[          , genome 15555] predictions:    9904/  10000 (99.04%), best:    9896/10000 (98.96%), error:       276.54300, best error:       326.54462 on epoch:    79, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
09:51:01 (1028): called boinc_finish(0)

</stderr_txt>
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