Nameexact_genome_1512568488_43_6941_1
Workunit2605967
Created7 Dec 2017, 22:50:41 UTC
Sent7 Dec 2017, 22:57:47 UTC
Report deadline20 Dec 2017, 6:47:56 UTC
Received8 Dec 2017, 18:20:15 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID55108
Run time6 hours 42 min 31 sec
CPU time6 hours 30 min 16 sec
Validate stateValid
Credit3,081.62
Device peak FLOPS2.57 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size156.20 MB
Peak swap size159.52 MB
Peak disk usage2.12 MB

Stderr output

<core_client_version>7.8.2</core_client_version>
<![CDATA[
<stderr_txt>
894.93982 on epoch:     6, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 230.5305938721s, input_fired_time: 2.2727499008, output_fired_time: 2.0490014553, propagate_forward_time: 85.2639312744, propagate_backward_time: 136.9915466309, weight_update_time: 0.1899401397, other_time: 3.9533691406
epoch time: 18.0113811493s, input_fired_time: 0.2832473218, output_fired_time: 0.0000000000, propagate_forward_time: 17.0271110535, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7010231018
validation[          , genome  6941] predictions:    9704/  10000 (97.04%), best:    9738/10000 (97.38%), error:       958.38568, best error:       894.93982 on epoch:     6, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 233.1334075928s, input_fired_time: 2.3010854721, output_fired_time: 2.0381188393, propagate_forward_time: 89.2670898438, propagate_backward_time: 135.4519348145, weight_update_time: 0.1908623278, other_time: 4.0751800537
epoch time: 18.4181098938s, input_fired_time: 0.2851801217, output_fired_time: 0.0000000000, propagate_forward_time: 17.4236316681, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7092971802
validation[          , genome  6941] predictions:    9677/  10000 (96.77%), best:    9738/10000 (97.38%), error:      1014.05969, best error:       894.93982 on epoch:     6, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 226.9576263428s, input_fired_time: 2.2573883533, output_fired_time: 1.9809287786, propagate_forward_time: 87.5317001343, propagate_backward_time: 131.2784423828, weight_update_time: 0.1937284470, other_time: 3.9091796875
epoch time: 18.2976226807s, input_fired_time: 0.2841230631, output_fired_time: 0.0000000000, propagate_forward_time: 17.3252372742, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6882629395
validation[          , genome  6941] predictions:    9685/  10000 (96.85%), best:    9738/10000 (97.38%), error:      1002.71399, best error:       894.93982 on epoch:     6, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 225.2582092285s, input_fired_time: 2.2644252777, output_fired_time: 1.9820601940, propagate_forward_time: 83.1240844727, propagate_backward_time: 133.9727478027, weight_update_time: 0.1925870627, other_time: 3.9149017334
epoch time: 18.1772079468s, input_fired_time: 0.2863145173, output_fired_time: 0.0000000000, propagate_forward_time: 17.1787090302, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7121849060
validation[          , genome  6941] predictions:    9735/  10000 (97.35%), best:    9738/10000 (97.38%), error:       919.83105, best error:       894.93982 on epoch:     6, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 226.3442687988s, input_fired_time: 2.2450585365, output_fired_time: 1.9866048098, propagate_forward_time: 88.0747756958, propagate_backward_time: 130.0759429932, weight_update_time: 0.1916588694, other_time: 3.9618988037
epoch time: 16.8377590179s, input_fired_time: 0.2806948125, output_fired_time: 0.0000000000, propagate_forward_time: 15.8805322647, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6765317917
validation[          , genome  6941] predictions:    9731/  10000 (97.31%), best:    9738/10000 (97.38%), error:       920.73438, best error:       894.93982 on epoch:     6, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 233.6976928711s, input_fired_time: 3.3301002979, output_fired_time: 2.0219593048, propagate_forward_time: 85.4958648682, propagate_backward_time: 138.9097290039, weight_update_time: 0.1958511919, other_time: 3.9400482178
epoch time: 17.8187294006s, input_fired_time: 0.2799681425, output_fired_time: 0.0000000000, propagate_forward_time: 16.8549709320, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6837902069
validation[          , genome  6941] predictions:    9735/  10000 (97.35%), best:    9735/10000 (97.35%), error:       861.75537, best error:       861.75537 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 232.1533966064s, input_fired_time: 2.3040399551, output_fired_time: 2.0208737850, propagate_forward_time: 86.9128189087, propagate_backward_time: 136.8880310059, weight_update_time: 0.1915971935, other_time: 4.0276184082
epoch time: 18.1677970886s, input_fired_time: 0.2824209034, output_fired_time: 0.0000000000, propagate_forward_time: 17.2052040100, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6801719666
validation[          , genome  6941] predictions:    9716/  10000 (97.16%), best:    9735/10000 (97.35%), error:       913.43292, best error:       861.75537 on epoch:    20, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 225.9522399902s, input_fired_time: 2.9494545460, output_fired_time: 1.9783270359, propagate_forward_time: 84.5247573853, propagate_backward_time: 131.6025390625, weight_update_time: 0.1894206554, other_time: 4.8971557617
epoch time: 18.1449756622s, input_fired_time: 0.2853901982, output_fired_time: 0.0000000000, propagate_forward_time: 16.1649208069, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6946640015
validation[          , genome  6941] predictions:    9749/  10000 (97.49%), best:    9749/10000 (97.49%), error:       824.64557, best error:       824.64557 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 225.8889160156s, input_fired_time: 2.2600607872, output_fired_time: 1.9933182001, propagate_forward_time: 85.1609115601, propagate_backward_time: 132.5929412842, weight_update_time: 0.1903052330, other_time: 3.8816986084
epoch time: 26.9233570099s, input_fired_time: 0.3878793120, output_fired_time: 0.0000000000, propagate_forward_time: 25.4356746674, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0998039246
validation[          , genome  6941] predictions:    9691/  10000 (96.91%), best:    9749/10000 (97.49%), error:       987.88629, best error:       824.64557 on epoch:    22, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 245.5998992920s, input_fired_time: 2.5687704086, output_fired_time: 2.0684416294, propagate_forward_time: 95.8100509644, propagate_backward_time: 140.8733367920, weight_update_time: 0.1990952939, other_time: 4.2793121338
epoch time: 18.3214435577s, input_fired_time: 0.2846997380, output_fired_time: 0.0000000000, propagate_forward_time: 17.2473068237, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7894363403
validation[          , genome  6941] predictions:    9774/  10000 (97.74%), best:    9774/10000 (97.74%), error:       761.84277, best error:       761.84277 on epoch:    24, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 250.9801635742s, input_fired_time: 2.5238204002, output_fired_time: 2.2329149246, propagate_forward_time: 97.3530273438, propagate_backward_time: 144.6205291748, weight_update_time: 0.2197053879, other_time: 4.2498779297
epoch time: 17.8691768646s, input_fired_time: 0.2830054164, output_fired_time: 0.0000000000, propagate_forward_time: 16.9003467560, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6858253479
validation[          , genome  6941] predictions:    9746/  10000 (97.46%), best:    9774/10000 (97.74%), error:       818.92084, best error:       761.84277 on epoch:    24, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 226.2969970703s, input_fired_time: 2.2724325657, output_fired_time: 1.9716216326, propagate_forward_time: 83.9418792725, propagate_backward_time: 134.2293090820, weight_update_time: 0.1895510405, other_time: 3.8817596436
epoch time: 18.0791110992s, input_fired_time: 0.2823935747, output_fired_time: 0.0000000000, propagate_forward_time: 17.1255416870, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6711750031
validation[          , genome  6941] predictions:    9739/  10000 (97.39%), best:    9774/10000 (97.74%), error:       826.39008, best error:       761.84277 on epoch:    24, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 249.2013397217s, input_fired_time: 2.4303090572, output_fired_time: 2.1382887363, propagate_forward_time: 94.2539443970, propagate_backward_time: 146.2189178467, weight_update_time: 0.2001980394, other_time: 4.1598663330
epoch time: 18.2386016846s, input_fired_time: 0.2883566320, output_fired_time: 0.0000000000, propagate_forward_time: 17.2502498627, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6999950409
validation[          , genome  6941] predictions:    9777/  10000 (97.77%), best:    9774/10000 (97.74%), error:       785.15973, best error:       761.84277 on epoch:    24, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 224.2918395996s, input_fired_time: 2.2509200573, output_fired_time: 2.9727537632, propagate_forward_time: 82.7273178101, propagate_backward_time: 132.3963623047, weight_update_time: 0.1896595806, other_time: 3.9444885254
epoch time: 18.0480880737s, input_fired_time: 0.2902703583, output_fired_time: 0.0000000000, propagate_forward_time: 17.0646533966, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6931648254
validation[          , genome  6941] predictions:    9788/  10000 (97.88%), best:    9788/10000 (97.88%), error:       733.06354, best error:       733.06354 on epoch:    28, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 224.2026062012s, input_fired_time: 3.2545049191, output_fired_time: 1.9741338491, propagate_forward_time: 86.5072326660, propagate_backward_time: 128.5840606689, weight_update_time: 0.1902886331, other_time: 3.8826751709
epoch time: 18.1706638336s, input_fired_time: 0.2888511419, output_fired_time: 0.0000000000, propagate_forward_time: 17.1853160858, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6964969635
validation[          , genome  6941] predictions:    9759/  10000 (97.59%), best:    9788/10000 (97.88%), error:       799.95148, best error:       733.06354 on epoch:    28, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 237.3760375977s, input_fired_time: 2.3258395195, output_fired_time: 2.2073280811, propagate_forward_time: 89.4179153442, propagate_backward_time: 138.4207153320, weight_update_time: 0.2096664906, other_time: 5.0042419434
epoch time: 17.8084011078s, input_fired_time: 0.2850779593, output_fired_time: 0.0000000000, propagate_forward_time: 16.8443374634, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6789855957
validation[          , genome  6941] predictions:    9743/  10000 (97.43%), best:    9788/10000 (97.88%), error:       801.50330, best error:       733.06354 on epoch:    28, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 242.9447631836s, input_fired_time: 2.4149160385, output_fired_time: 2.1171984673, propagate_forward_time: 91.5641479492, propagate_backward_time: 142.6428680420, weight_update_time: 0.2108586729, other_time: 4.2056274414
epoch time: 18.2640933990s, input_fired_time: 0.2887221277, output_fired_time: 0.0000000000, propagate_forward_time: 17.2884445190, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6869258881
validation[          , genome  6941] predictions:    9761/  10000 (97.61%), best:    9788/10000 (97.88%), error:       765.30084, best error:       733.06354 on epoch:    28, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 235.6424102783s, input_fired_time: 2.3560993671, output_fired_time: 2.0478370190, propagate_forward_time: 88.5063934326, propagate_backward_time: 138.6486816406, weight_update_time: 0.2001271099, other_time: 4.0834045410
epoch time: 18.3667411804s, input_fired_time: 0.2893574834, output_fired_time: 0.0000000000, propagate_forward_time: 17.3797817230, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6976013184
validation[          , genome  6941] predictions:    9776/  10000 (97.76%), best:    9788/10000 (97.88%), error:       775.53546, best error:       733.06354 on epoch:    28, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 238.3936004639s, input_fired_time: 2.3490190506, output_fired_time: 2.0595235825, propagate_forward_time: 90.6558074951, propagate_backward_time: 139.1877593994, weight_update_time: 0.1991545409, other_time: 4.1414947510
epoch time: 22.6001701355s, input_fired_time: 0.4196607471, output_fired_time: 0.0000000000, propagate_forward_time: 21.2875461578, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8929634094
validation[          , genome  6941] predictions:    9770/  10000 (97.70%), best:    9788/10000 (97.88%), error:       742.72205, best error:       733.06354 on epoch:    28, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 230.0995941162s, input_fired_time: 3.3200988770, output_fired_time: 2.0376994610, propagate_forward_time: 84.8000259399, propagate_backward_time: 134.8517456055, weight_update_time: 0.1926534176, other_time: 5.0900268555
epoch time: 18.3867626190s, input_fired_time: 0.2873533070, output_fired_time: 0.0000000000, propagate_forward_time: 17.3764438629, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7229652405
validation[          , genome  6941] predictions:    9737/  10000 (97.37%), best:    9788/10000 (97.88%), error:       843.03656, best error:       733.06354 on epoch:    28, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 226.1520843506s, input_fired_time: 2.2645456791, output_fired_time: 1.9736270905, propagate_forward_time: 84.8245315552, propagate_backward_time: 133.1227264404, weight_update_time: 0.1913544089, other_time: 3.9666595459
epoch time: 17.8118724823s, input_fired_time: 0.2850368917, output_fired_time: 0.0000000000, propagate_forward_time: 16.8262081146, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7006282806
validation[          , genome  6941] predictions:    9757/  10000 (97.57%), best:    9788/10000 (97.88%), error:       775.92072, best error:       733.06354 on epoch:    28, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 230.7556610107s, input_fired_time: 3.3229291439, output_fired_time: 2.0350320339, propagate_forward_time: 88.0803756714, propagate_backward_time: 133.2293090820, weight_update_time: 0.2065426856, other_time: 4.0880126953
epoch time: 18.5464382172s, input_fired_time: 0.3029578924, output_fired_time: 0.0000000000, propagate_forward_time: 17.5302658081, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7132148743
validation[          , genome  6941] predictions:    9769/  10000 (97.69%), best:    9788/10000 (97.88%), error:       772.66022, best error:       733.06354 on epoch:    28, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 229.8549499512s, input_fired_time: 2.3439850807, output_fired_time: 2.0236182213, propagate_forward_time: 87.3317489624, propagate_backward_time: 134.0966491699, weight_update_time: 0.1920946836, other_time: 4.0589599609
epoch time: 17.0137062073s, input_fired_time: 0.3063606918, output_fired_time: 0.0000000000, propagate_forward_time: 16.0068187714, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7005271912
validation[          , genome  6941] predictions:    9760/  10000 (97.60%), best:    9788/10000 (97.88%), error:       825.10950, best error:       733.06354 on epoch:    28, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 226.0757293701s, input_fired_time: 2.2678041458, output_fired_time: 2.9901096821, propagate_forward_time: 83.7882080078, propagate_backward_time: 133.0025177002, weight_update_time: 0.1934681535, other_time: 4.0270843506
epoch time: 18.0024108887s, input_fired_time: 0.2859922647, output_fired_time: 0.0000000000, propagate_forward_time: 17.0152626038, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7011566162
validation[          , genome  6941] predictions:    9753/  10000 (97.53%), best:    9788/10000 (97.88%), error:       819.82074, best error:       733.06354 on epoch:    28, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 225.0484924316s, input_fired_time: 2.2704641819, output_fired_time: 1.9726130962, propagate_forward_time: 80.9329833984, propagate_backward_time: 135.8848114014, weight_update_time: 0.1916163117, other_time: 3.9876251221
epoch time: 18.2011146545s, input_fired_time: 0.2847320139, output_fired_time: 0.0000000000, propagate_forward_time: 17.2166805267, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6997013092
validation[          , genome  6941] predictions:    9791/  10000 (97.91%), best:    9791/10000 (97.91%), error:       703.86292, best error:       703.86292 on epoch:    39, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 228.1620941162s, input_fired_time: 2.3311736584, output_fired_time: 2.0045113564, propagate_forward_time: 85.1193618774, propagate_backward_time: 134.5722808838, weight_update_time: 0.1932468116, other_time: 4.1347503662
epoch time: 18.5479888916s, input_fired_time: 0.2933593690, output_fired_time: 0.0000000000, propagate_forward_time: 17.5194149017, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7352142334
validation[          , genome  6941] predictions:    9742/  10000 (97.42%), best:    9791/10000 (97.91%), error:       844.06683, best error:       703.86292 on epoch:    39, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 227.7469177246s, input_fired_time: 2.3173420429, output_fired_time: 2.0118050575, propagate_forward_time: 87.0946502686, propagate_backward_time: 132.2507019043, weight_update_time: 0.1970184743, other_time: 4.0724182129
epoch time: 16.9575290680s, input_fired_time: 0.2885316014, output_fired_time: 0.0000000000, propagate_forward_time: 15.9125461578, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7564506531
validation[          , genome  6941] predictions:    9768/  10000 (97.68%), best:    9791/10000 (97.91%), error:       778.25385, best error:       703.86292 on epoch:    39, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 232.9942626953s, input_fired_time: 3.3331272602, output_fired_time: 2.0250904560, propagate_forward_time: 84.9346847534, propagate_backward_time: 138.4391784668, weight_update_time: 0.1952207088, other_time: 4.2621765137
epoch time: 17.6029434204s, input_fired_time: 0.2930261493, output_fired_time: 0.0000000000, propagate_forward_time: 16.5572261810, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7526912689
validation[          , genome  6941] predictions:    9775/  10000 (97.75%), best:    9791/10000 (97.91%), error:       715.61786, best error:       703.86292 on epoch:    39, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 223.1555633545s, input_fired_time: 2.2784013748, output_fired_time: 1.9913752079, propagate_forward_time: 82.2601394653, propagate_backward_time: 131.5235748291, weight_update_time: 0.1939170808, other_time: 5.1020660400
epoch time: 18.0920295715s, input_fired_time: 0.2914299369, output_fired_time: 0.0000000000, propagate_forward_time: 17.0655364990, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7350635529
validation[          , genome  6941] predictions:    9711/  10000 (97.11%), best:    9791/10000 (97.91%), error:       953.53101, best error:       703.86292 on epoch:    39, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 223.0471496582s, input_fired_time: 2.2826447487, output_fired_time: 1.9709239006, propagate_forward_time: 82.2510528564, propagate_backward_time: 132.4035949707, weight_update_time: 0.1935687363, other_time: 4.1389465332
epoch time: 18.3684959412s, input_fired_time: 0.2958450019, output_fired_time: 0.0000000000, propagate_forward_time: 17.3099822998, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7626686096
validation[          , genome  6941] predictions:    9774/  10000 (97.74%), best:    9791/10000 (97.91%), error:       717.18854, best error:       703.86292 on epoch:    39, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 223.8795318604s, input_fired_time: 2.2972402573, output_fired_time: 1.9823435545, propagate_forward_time: 84.5984573364, propagate_backward_time: 130.7248687744, weight_update_time: 0.1950837672, other_time: 4.2766265869
epoch time: 18.0875587463s, input_fired_time: 0.2904863656, output_fired_time: 0.0000000000, propagate_forward_time: 17.0363655090, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7607059479
validation[          , genome  6941] predictions:    9759/  10000 (97.59%), best:    9791/10000 (97.91%), error:       775.67590, best error:       703.86292 on epoch:    39, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 225.7814941406s, input_fired_time: 2.2876925468, output_fired_time: 2.0048644543, propagate_forward_time: 87.2447814941, propagate_backward_time: 128.9462127686, weight_update_time: 0.1948169917, other_time: 5.2979431152
epoch time: 16.8917903900s, input_fired_time: 0.2882197797, output_fired_time: 0.0000000000, propagate_forward_time: 15.8680982590, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7354726791
validation[          , genome  6941] predictions:    9756/  10000 (97.56%), best:    9791/10000 (97.91%), error:       814.21906, best error:       703.86292 on epoch:    39, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 232.0333404541s, input_fired_time: 2.3706533909, output_fired_time: 2.0649235249, propagate_forward_time: 87.1893615723, propagate_backward_time: 136.0433197021, weight_update_time: 0.1952147633, other_time: 4.3650817871
epoch time: 18.0213527679s, input_fired_time: 0.2899189591, output_fired_time: 0.0000000000, propagate_forward_time: 16.9386367798, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7927970886
validation[          , genome  6941] predictions:    9763/  10000 (97.63%), best:    9791/10000 (97.91%), error:       743.82324, best error:       703.86292 on epoch:    39, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 234.3209838867s, input_fired_time: 2.3949692249, output_fired_time: 2.0738058090, propagate_forward_time: 87.7825546265, propagate_backward_time: 137.7018127441, weight_update_time: 0.1959028095, other_time: 4.3678283691
epoch time: 18.0957508087s, input_fired_time: 0.2960697114, output_fired_time: 0.0000000000, propagate_forward_time: 17.0707473755, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7289333344
validation[          , genome  6941] predictions:    9722/  10000 (97.22%), best:    9791/10000 (97.91%), error:       864.93408, best error:       703.86292 on epoch:    39, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 228.9283447266s, input_fired_time: 2.3320174217, output_fired_time: 2.0566534996, propagate_forward_time: 89.2011413574, propagate_backward_time: 131.1183929443, weight_update_time: 0.1973694116, other_time: 4.2201385498
epoch time: 18.1795578003s, input_fired_time: 0.2921924293, output_fired_time: 0.0000000000, propagate_forward_time: 17.1350936890, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7522716522
validation[          , genome  6941] predictions:    9778/  10000 (97.78%), best:    9791/10000 (97.91%), error:       744.30219, best error:       703.86292 on epoch:    39, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 223.5403747559s, input_fired_time: 2.2807300091, output_fired_time: 1.9950884581, propagate_forward_time: 83.5747222900, propagate_backward_time: 131.4853515625, weight_update_time: 0.1938003600, other_time: 4.2044830322
epoch time: 20.8947525024s, input_fired_time: 0.3472333848, output_fired_time: 0.0000000000, propagate_forward_time: 19.7087097168, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8388099670
validation[          , genome  6941] predictions:    9783/  10000 (97.83%), best:    9791/10000 (97.91%), error:       739.28217, best error:       703.86292 on epoch:    39, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 222.7721252441s, input_fired_time: 3.1950829029, output_fired_time: 1.9771349430, propagate_forward_time: 82.4635391235, propagate_backward_time: 130.9226989746, weight_update_time: 0.1930615753, other_time: 4.2136535645
epoch time: 18.0573158264s, input_fired_time: 0.2933154404, output_fired_time: 0.0000000000, propagate_forward_time: 16.9730930328, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7909069061
validation[          , genome  6941] predictions:    9782/  10000 (97.82%), best:    9782/10000 (97.82%), error:       698.30786, best error:       698.30786 on epoch:    51, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 222.7892150879s, input_fired_time: 2.3005919456, output_fired_time: 1.9933496714, propagate_forward_time: 84.1904067993, propagate_backward_time: 129.0768432617, weight_update_time: 0.1939279735, other_time: 5.2280273438
epoch time: 18.1039829254s, input_fired_time: 0.2894220054, output_fired_time: 0.0000000000, propagate_forward_time: 17.0958595276, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7187023163
validation[          , genome  6941] predictions:    9758/  10000 (97.58%), best:    9782/10000 (97.82%), error:       780.58246, best error:       698.30786 on epoch:    51, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 235.0217437744s, input_fired_time: 2.3030042648, output_fired_time: 1.9735294580, propagate_forward_time: 84.5772094727, propagate_backward_time: 142.0387268066, weight_update_time: 0.1923092753, other_time: 4.1292724609
epoch time: 18.1839504242s, input_fired_time: 0.2869603336, output_fired_time: 0.0000000000, propagate_forward_time: 17.1955127716, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7014770508
validation[          , genome  6941] predictions:    9790/  10000 (97.90%), best:    9790/10000 (97.90%), error:       670.58337, best error:       670.58337 on epoch:    53, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 223.4902038574s, input_fired_time: 3.3027958870, output_fired_time: 1.9716901779, propagate_forward_time: 82.4457092285, propagate_backward_time: 131.6999969482, weight_update_time: 0.1939343363, other_time: 4.0700073242
epoch time: 18.0375785828s, input_fired_time: 0.2935182452, output_fired_time: 0.0000000000, propagate_forward_time: 17.0432872772, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7007732391
validation[          , genome  6941] predictions:    9777/  10000 (97.77%), best:    9790/10000 (97.90%), error:       730.99060, best error:       670.58337 on epoch:    53, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 223.5596923828s, input_fired_time: 3.2876572609, output_fired_time: 1.9734784365, propagate_forward_time: 81.2554092407, propagate_backward_time: 132.9402313232, weight_update_time: 0.1926172078, other_time: 4.1029205322
epoch time: 18.0272331238s, input_fired_time: 0.2906074822, output_fired_time: 0.0000000000, propagate_forward_time: 17.0324325562, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7041931152
validation[          , genome  6941] predictions:    9760/  10000 (97.60%), best:    9790/10000 (97.90%), error:       782.02637, best error:       670.58337 on epoch:    53, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 233.1271667480s, input_fired_time: 2.3788638115, output_fired_time: 2.1412324905, propagate_forward_time: 87.8748550415, propagate_backward_time: 136.4979553223, weight_update_time: 0.2102274150, other_time: 4.2342529297
epoch time: 18.3135147095s, input_fired_time: 0.3027668893, output_fired_time: 0.0000000000, propagate_forward_time: 17.2780284882, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7327194214
validation[          , genome  6941] predictions:    9771/  10000 (97.71%), best:    9790/10000 (97.90%), error:       742.34143, best error:       670.58337 on epoch:    53, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 228.5769500732s, input_fired_time: 2.3148279190, output_fired_time: 2.0259704590, propagate_forward_time: 87.1718826294, propagate_backward_time: 132.9648590088, weight_update_time: 0.1927674115, other_time: 4.0994110107
epoch time: 18.2418632507s, input_fired_time: 0.2926616371, output_fired_time: 0.0000000000, propagate_forward_time: 17.2303085327, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7188930511
validation[          , genome  6941] predictions:    9687/  10000 (96.87%), best:    9790/10000 (97.90%), error:      1002.59644, best error:       670.58337 on epoch:    53, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 226.0324859619s, input_fired_time: 2.2984595299, output_fired_time: 2.0013771057, propagate_forward_time: 86.2046279907, propagate_backward_time: 131.4758453369, weight_update_time: 0.1947075576, other_time: 4.0521697998
epoch time: 18.5289573669s, input_fired_time: 0.3117124438, output_fired_time: 0.0000000000, propagate_forward_time: 17.5157947540, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7014503479
validation[          , genome  6941] predictions:    9772/  10000 (97.72%), best:    9790/10000 (97.90%), error:       744.80042, best error:       670.58337 on epoch:    53, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 223.4356231689s, input_fired_time: 2.2819211483, output_fired_time: 1.9725826979, propagate_forward_time: 86.2442550659, propagate_backward_time: 128.9366455078, weight_update_time: 0.1901604831, other_time: 4.0002136230
epoch time: 18.4053974152s, input_fired_time: 0.2977043390, output_fired_time: 0.0000000000, propagate_forward_time: 17.3590965271, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7485961914
validation[          , genome  6941] predictions:    9773/  10000 (97.73%), best:    9790/10000 (97.90%), error:       732.28784, best error:       670.58337 on epoch:    53, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 224.1313476563s, input_fired_time: 3.2885501385, output_fired_time: 1.9735013247, propagate_forward_time: 85.2042846680, propagate_backward_time: 129.7092132568, weight_update_time: 0.1997856498, other_time: 3.9558105469
epoch time: 20.1638965607s, input_fired_time: 0.3192575276, output_fired_time: 0.0000000000, propagate_forward_time: 19.0119819641, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8326568604
validation[          , genome  6941] predictions:    9805/  10000 (98.05%), best:    9805/10000 (98.05%), error:       662.90997, best error:       662.90997 on epoch:    60, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 227.3501586914s, input_fired_time: 2.2874588966, output_fired_time: 1.9806882143, propagate_forward_time: 84.4148330688, propagate_backward_time: 134.6984710693, weight_update_time: 0.1914527565, other_time: 3.9687042236
epoch time: 18.5583686829s, input_fired_time: 0.2905282974, output_fired_time: 0.0000000000, propagate_forward_time: 17.5564041138, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7114372253
validation[          , genome  6941] predictions:    9782/  10000 (97.82%), best:    9805/10000 (98.05%), error:       729.77960, best error:       662.90997 on epoch:    60, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 227.0341949463s, input_fired_time: 2.2969403267, output_fired_time: 1.9952701330, propagate_forward_time: 84.5429153442, propagate_backward_time: 133.2380065918, weight_update_time: 0.1928224713, other_time: 4.9610595703
epoch time: 23.6625118256s, input_fired_time: 0.4009099305, output_fired_time: 0.0000000000, propagate_forward_time: 22.3765506744, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8850517273
validation[          , genome  6941] predictions:    9765/  10000 (97.65%), best:    9805/10000 (98.05%), error:       783.77820, best error:       662.90997 on epoch:    60, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 234.1704864502s, input_fired_time: 2.3896131516, output_fired_time: 2.0143430233, propagate_forward_time: 87.7291641235, propagate_backward_time: 137.0167388916, weight_update_time: 0.1973401010, other_time: 5.0206146240
epoch time: 18.0587959290s, input_fired_time: 0.2897978127, output_fired_time: 0.0000000000, propagate_forward_time: 17.0890731812, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6799240112
validation[          , genome  6941] predictions:    9811/  10000 (98.11%), best:    9811/10000 (98.11%), error:       656.80261, best error:       656.80261 on epoch:    63, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 234.3430328369s, input_fired_time: 2.3667354584, output_fired_time: 2.0431520939, propagate_forward_time: 88.3445968628, propagate_backward_time: 137.5001678467, weight_update_time: 0.1964321882, other_time: 4.0883941650
epoch time: 18.2488765717s, input_fired_time: 0.2930182517, output_fired_time: 0.0000000000, propagate_forward_time: 17.2418403625, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7140178680
validation[          , genome  6941] predictions:    9776/  10000 (97.76%), best:    9811/10000 (98.11%), error:       720.29449, best error:       656.80261 on epoch:    63, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 248.2512664795s, input_fired_time: 2.5035593510, output_fired_time: 2.1707336903, propagate_forward_time: 93.5233230591, propagate_backward_time: 145.8824615479, weight_update_time: 0.2215824723, other_time: 4.1711883545
epoch time: 17.7887306213s, input_fired_time: 0.2874281704, output_fired_time: 0.0000000000, propagate_forward_time: 16.8142147064, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6870880127
validation[          , genome  6941] predictions:    9775/  10000 (97.75%), best:    9811/10000 (98.11%), error:       795.64349, best error:       656.80261 on epoch:    63, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 234.6463928223s, input_fired_time: 2.3052909374, output_fired_time: 2.0775744915, propagate_forward_time: 89.1461181641, propagate_backward_time: 137.1748809814, weight_update_time: 0.1923194975, other_time: 3.9425201416
epoch time: 21.6062107086s, input_fired_time: 0.3275656700, output_fired_time: 0.0000000000, propagate_forward_time: 20.4616222382, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8170223236
validation[          , genome  6941] predictions:    9746/  10000 (97.46%), best:    9811/10000 (98.11%), error:       821.03992, best error:       656.80261 on epoch:    63, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 225.3544464111s, input_fired_time: 2.3068401814, output_fired_time: 1.9872255325, propagate_forward_time: 86.8770904541, propagate_backward_time: 130.3367156982, weight_update_time: 0.1887486279, other_time: 3.8465728760
epoch time: 18.4553165436s, input_fired_time: 0.2996542752, output_fired_time: 0.0000000000, propagate_forward_time: 17.4453182220, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7103443146
validation[          , genome  6941] predictions:    9788/  10000 (97.88%), best:    9811/10000 (98.11%), error:       700.36639, best error:       656.80261 on epoch:    63, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 232.7917022705s, input_fired_time: 2.3241987228, output_fired_time: 2.0207328796, propagate_forward_time: 88.6694488525, propagate_backward_time: 135.8483428955, weight_update_time: 0.1983665675, other_time: 3.9289703369
epoch time: 17.0635910034s, input_fired_time: 0.2880262434, output_fired_time: 0.0000000000, propagate_forward_time: 16.0979881287, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6775760651
validation[          , genome  6941] predictions:    9764/  10000 (97.64%), best:    9811/10000 (98.11%), error:       731.06396, best error:       656.80261 on epoch:    63, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 226.2391510010s, input_fired_time: 3.2875466347, output_fired_time: 1.9632871151, propagate_forward_time: 85.8020172119, propagate_backward_time: 131.3254089355, weight_update_time: 0.1888786405, other_time: 3.8608856201
epoch time: 18.2551059723s, input_fired_time: 0.2963926494, output_fired_time: 0.0000000000, propagate_forward_time: 17.2621326447, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6965808868
validation[          , genome  6941] predictions:    9797/  10000 (97.97%), best:    9811/10000 (98.11%), error:       712.44934, best error:       656.80261 on epoch:    63, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 225.5758361816s, input_fired_time: 2.3415017128, output_fired_time: 1.9805321693, propagate_forward_time: 85.9654846191, propagate_backward_time: 131.3751373291, weight_update_time: 0.1913442314, other_time: 3.9131774902
epoch time: 18.2937984467s, input_fired_time: 0.2928389609, output_fired_time: 0.0000000000, propagate_forward_time: 17.2552585602, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7457008362
validation[          , genome  6941] predictions:    9774/  10000 (97.74%), best:    9811/10000 (98.11%), error:       727.35999, best error:       656.80261 on epoch:    63, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 232.7968902588s, input_fired_time: 3.3929548264, output_fired_time: 2.0591285229, propagate_forward_time: 84.9240341187, propagate_backward_time: 138.4084472656, weight_update_time: 0.1930894852, other_time: 4.0123291016
epoch time: 17.1052284241s, input_fired_time: 0.2889537513, output_fired_time: 0.0000000000, propagate_forward_time: 16.1270904541, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6891841888
validation[          , genome  6941] predictions:    9766/  10000 (97.66%), best:    9811/10000 (98.11%), error:       785.81366, best error:       656.80261 on epoch:    63, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 233.1700134277s, input_fired_time: 2.3289613724, output_fired_time: 2.0258092880, propagate_forward_time: 89.3761062622, propagate_backward_time: 135.4685821533, weight_update_time: 0.1952795386, other_time: 3.9705657959
epoch time: 18.2703132629s, input_fired_time: 0.2933144569, output_fired_time: 0.0000000000, propagate_forward_time: 17.2836208344, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6933784485
validation[          , genome  6941] predictions:    9784/  10000 (97.84%), best:    9811/10000 (98.11%), error:       718.07739, best error:       656.80261 on epoch:    63, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 226.3151092529s, input_fired_time: 2.3025107384, output_fired_time: 1.9756622314, propagate_forward_time: 82.3132247925, propagate_backward_time: 135.7548522949, weight_update_time: 0.1919170022, other_time: 3.9688720703
epoch time: 18.2242507935s, input_fired_time: 0.2972127795, output_fired_time: 0.0000000000, propagate_forward_time: 17.2072925568, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7197456360
validation[          , genome  6941] predictions:    9765/  10000 (97.65%), best:    9811/10000 (98.11%), error:       802.01123, best error:       656.80261 on epoch:    63, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 226.3672027588s, input_fired_time: 2.2903604507, output_fired_time: 1.9784537554, propagate_forward_time: 85.0156173706, propagate_backward_time: 133.1755065918, weight_update_time: 0.1918163300, other_time: 3.9072570801
epoch time: 16.9999179840s, input_fired_time: 0.2905170619, output_fired_time: 0.0000000000, propagate_forward_time: 16.0040054321, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7053947449
validation[          , genome  6941] predictions:    9774/  10000 (97.74%), best:    9811/10000 (98.11%), error:       749.03760, best error:       656.80261 on epoch:    63, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 225.5490875244s, input_fired_time: 2.2997272015, output_fired_time: 1.9756666422, propagate_forward_time: 86.0299758911, propagate_backward_time: 131.3009033203, weight_update_time: 0.1905065477, other_time: 3.9428100586
epoch time: 17.3466491699s, input_fired_time: 0.2898016870, output_fired_time: 0.0000000000, propagate_forward_time: 16.3822612762, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6745853424
validation[          , genome  6941] predictions:    9778/  10000 (97.78%), best:    9811/10000 (98.11%), error:       762.62610, best error:       656.80261 on epoch:    63, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 229.0258178711s, input_fired_time: 2.3686001301, output_fired_time: 2.0265567303, propagate_forward_time: 87.6464614868, propagate_backward_time: 133.0440216064, weight_update_time: 0.1910406053, other_time: 3.9401702881
epoch time: 21.8107967377s, input_fired_time: 0.3562161326, output_fired_time: 0.0000000000, propagate_forward_time: 20.6471443176, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8074359894
validation[          , genome  6941] predictions:    9808/  10000 (98.08%), best:    9808/10000 (98.08%), error:       635.04065, best error:       635.04065 on epoch:    76, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 226.4624633789s, input_fired_time: 2.2949237823, output_fired_time: 1.9771767855, propagate_forward_time: 85.8113784790, propagate_backward_time: 132.4508666992, weight_update_time: 0.1928674430, other_time: 3.9281311035
epoch time: 17.0349922180s, input_fired_time: 0.2903881669, output_fired_time: 0.0000000000, propagate_forward_time: 16.0577354431, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6868686676
validation[          , genome  6941] predictions:    9811/  10000 (98.11%), best:    9808/10000 (98.08%), error:       667.73114, best error:       635.04065 on epoch:    76, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 233.7572479248s, input_fired_time: 2.4170107841, output_fired_time: 2.0570957661, propagate_forward_time: 91.3586959839, propagate_backward_time: 133.9007263184, weight_update_time: 0.1915821284, other_time: 4.0237121582
epoch time: 17.8335552216s, input_fired_time: 0.2897073328, output_fired_time: 0.0000000000, propagate_forward_time: 15.8438491821, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6999988556
validation[          , genome  6941] predictions:    9730/  10000 (97.30%), best:    9808/10000 (98.08%), error:       821.61597, best error:       635.04065 on epoch:    76, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 224.1675415039s, input_fired_time: 2.2916500568, output_fired_time: 1.9687772989, propagate_forward_time: 84.4972457886, propagate_backward_time: 130.5081939697, weight_update_time: 0.1890868247, other_time: 4.9016571045
epoch time: 18.2240085602s, input_fired_time: 0.2956436574, output_fired_time: 0.0000000000, propagate_forward_time: 17.2340011597, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6943645477
validation[          , genome  6941] predictions:    9790/  10000 (97.90%), best:    9808/10000 (98.08%), error:       725.77502, best error:       635.04065 on epoch:    76, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 235.7049560547s, input_fired_time: 2.4230678082, output_fired_time: 2.0938029289, propagate_forward_time: 87.8247528076, propagate_backward_time: 138.3001708984, weight_update_time: 0.2181210965, other_time: 5.0631713867
epoch time: 17.8817920685s, input_fired_time: 0.2917525470, output_fired_time: 0.0000000000, propagate_forward_time: 15.9961786270, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5938615799
validation[          , genome  6941] predictions:    9759/  10000 (97.59%), best:    9808/10000 (98.08%), error:       812.88318, best error:       635.04065 on epoch:    76, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 235.0507965088s, input_fired_time: 3.4246807098, output_fired_time: 2.0295364857, propagate_forward_time: 89.6105880737, propagate_backward_time: 135.9960021973, weight_update_time: 0.2176168114, other_time: 3.9899902344
epoch time: 18.0384349823s, input_fired_time: 0.2896399498, output_fired_time: 0.0000000000, propagate_forward_time: 17.0599842072, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6888103485
validation[          , genome  6941] predictions:    9788/  10000 (97.88%), best:    9808/10000 (98.08%), error:       695.76044, best error:       635.04065 on epoch:    76, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 229.5513916016s, input_fired_time: 2.3521764278, output_fired_time: 2.0346784592, propagate_forward_time: 87.6486129761, propagate_backward_time: 133.5889892578, weight_update_time: 0.1905798018, other_time: 3.9269409180
epoch time: 21.5151538849s, input_fired_time: 0.3245754838, output_fired_time: 0.0000000000, propagate_forward_time: 20.3388996124, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8516788483
validation[          , genome  6941] predictions:    9783/  10000 (97.83%), best:    9808/10000 (98.08%), error:       702.59448, best error:       635.04065 on epoch:    76, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 235.9045715332s, input_fired_time: 2.4207410812, output_fired_time: 2.0799121857, propagate_forward_time: 88.3210754395, propagate_backward_time: 138.8875274658, weight_update_time: 0.1920806468, other_time: 4.1953125000
epoch time: 18.1930942535s, input_fired_time: 0.2956171930, output_fired_time: 0.0000000000, propagate_forward_time: 17.1827678680, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7147083282
validation[          , genome  6941] predictions:    9805/  10000 (98.05%), best:    9808/10000 (98.08%), error:       662.57922, best error:       635.04065 on epoch:    76, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 224.8290405273s, input_fired_time: 2.2922396660, output_fired_time: 1.9819062948, propagate_forward_time: 87.5355606079, propagate_backward_time: 129.1105041504, weight_update_time: 0.1903202981, other_time: 3.9088439941
epoch time: 17.9981479645s, input_fired_time: 0.2923771143, output_fired_time: 0.0000000000, propagate_forward_time: 17.0084056854, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6973648071
validation[          , genome  6941] predictions:    9799/  10000 (97.99%), best:    9808/10000 (98.08%), error:       690.27356, best error:       635.04065 on epoch:    76, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 224.1189575195s, input_fired_time: 2.2916359901, output_fired_time: 1.9784362316, propagate_forward_time: 84.5092086792, propagate_backward_time: 131.4449920654, weight_update_time: 0.1903223693, other_time: 3.8946685791
epoch time: 17.9494953156s, input_fired_time: 1.2023351192, output_fired_time: 0.0000000000, propagate_forward_time: 16.0470466614, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7001132965
validation[          , genome  6941] predictions:    9777/  10000 (97.77%), best:    9808/10000 (98.08%), error:       760.48254, best error:       635.04065 on epoch:    76, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 234.2600708008s, input_fired_time: 2.3409571648, output_fired_time: 2.0350449085, propagate_forward_time: 87.7219390869, propagate_backward_time: 137.1274719238, weight_update_time: 0.1914131045, other_time: 5.0346527100
epoch time: 27.0731430054s, input_fired_time: 0.4677270055, output_fired_time: 0.0000000000, propagate_forward_time: 25.6263256073, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9790897369
validation[          , genome  6941] predictions:    9758/  10000 (97.58%), best:    9808/10000 (98.08%), error:       749.27972, best error:       635.04065 on epoch:    76, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 234.5943603516s, input_fired_time: 2.4336128235, output_fired_time: 2.0416731834, propagate_forward_time: 89.4244308472, propagate_backward_time: 136.6216735840, weight_update_time: 0.2000235170, other_time: 4.0729675293
epoch time: 18.1348133087s, input_fired_time: 0.2989672720, output_fired_time: 0.0000000000, propagate_forward_time: 17.1270236969, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7088222504
validation[          , genome  6941] predictions:    9759/  10000 (97.59%), best:    9808/10000 (98.08%), error:       767.24786, best error:       635.04065 on epoch:    76, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 225.5927429199s, input_fired_time: 2.3031136990, output_fired_time: 1.9750465155, propagate_forward_time: 85.0752487183, propagate_backward_time: 132.3162841797, weight_update_time: 0.1909052581, other_time: 3.9230346680
epoch time: 18.2432174683s, input_fired_time: 0.2955453694, output_fired_time: 0.0000000000, propagate_forward_time: 17.2486286163, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6990432739
validation[          , genome  6941] predictions:    9766/  10000 (97.66%), best:    9808/10000 (98.08%), error:       782.33130, best error:       635.04065 on epoch:    76, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 231.4002685547s, input_fired_time: 3.4088578224, output_fired_time: 2.0328752995, propagate_forward_time: 86.0451354980, propagate_backward_time: 135.9411926270, weight_update_time: 0.1983519346, other_time: 3.9721984863
epoch time: 17.5963478088s, input_fired_time: 0.2871680856, output_fired_time: 0.0000000000, propagate_forward_time: 16.6155223846, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6936569214
validation[          , genome  6941] predictions:    9770/  10000 (97.70%), best:    9808/10000 (98.08%), error:       763.45367, best error:       635.04065 on epoch:    76, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 231.7615966797s, input_fired_time: 2.3856871128, output_fired_time: 2.0347263813, propagate_forward_time: 86.5033264160, propagate_backward_time: 136.8650512695, weight_update_time: 0.1910667419, other_time: 3.9728088379
epoch time: 18.1046600342s, input_fired_time: 0.2948529422, output_fired_time: 0.0000000000, propagate_forward_time: 16.1239185333, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6858882904
validation[          , genome  6941] predictions:    9759/  10000 (97.59%), best:    9808/10000 (98.08%), error:       730.03821, best error:       635.04065 on epoch:    76, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 225.3758392334s, input_fired_time: 2.3087661266, output_fired_time: 1.9943344593, propagate_forward_time: 86.1857299805, propagate_backward_time: 131.0444488525, weight_update_time: 0.1902777851, other_time: 3.8425598145
epoch time: 18.0204849243s, input_fired_time: 0.2962866724, output_fired_time: 0.0000000000, propagate_forward_time: 17.0396518707, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6845455170
validation[          , genome  6941] predictions:    9767/  10000 (97.67%), best:    9808/10000 (98.08%), error:       773.80841, best error:       635.04065 on epoch:    76, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 237.0660552979s, input_fired_time: 2.4348969460, output_fired_time: 2.0538794994, propagate_forward_time: 91.2047042847, propagate_backward_time: 136.2770538330, weight_update_time: 0.1903863400, other_time: 5.0955352783
epoch time: 18.1509819031s, input_fired_time: 0.3138020337, output_fired_time: 0.0000000000, propagate_forward_time: 17.1289024353, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7082767487
validation[          , genome  6941] predictions:    9792/  10000 (97.92%), best:    9808/10000 (98.08%), error:       688.59052, best error:       635.04065 on epoch:    76, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 248.5574645996s, input_fired_time: 2.5453121662, output_fired_time: 2.1860728264, propagate_forward_time: 93.2058792114, propagate_backward_time: 146.3681945801, weight_update_time: 0.2159720361, other_time: 4.2520141602
epoch time: 16.8421688080s, input_fired_time: 0.2922642529, output_fired_time: 0.0000000000, propagate_forward_time: 15.8662815094, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6836223602
validation[          , genome  6941] predictions:    9801/  10000 (98.01%), best:    9808/10000 (98.08%), error:       704.92303, best error:       635.04065 on epoch:    76, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 240.4348297119s, input_fired_time: 2.4498491287, output_fired_time: 2.1157581806, propagate_forward_time: 93.5863189697, propagate_backward_time: 137.1537017822, weight_update_time: 0.2087289840, other_time: 5.1292114258
epoch time: 18.8170146942s, input_fired_time: 0.3013897240, output_fired_time: 0.0000000000, propagate_forward_time: 17.7976398468, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7179851532
validation[          , genome  6941] predictions:    9760/  10000 (97.60%), best:    9808/10000 (98.08%), error:       758.22064, best error:       635.04065 on epoch:    76, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 231.6787872314s, input_fired_time: 2.3555941582, output_fired_time: 2.0381834507, propagate_forward_time: 84.4365081787, propagate_backward_time: 138.8868255615, weight_update_time: 0.1918558627, other_time: 3.9616851807
epoch time: 18.1675662994s, input_fired_time: 0.2984702885, output_fired_time: 0.0000000000, propagate_forward_time: 17.1562824249, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7128143311
validation[          , genome  6941] predictions:    9798/  10000 (97.98%), best:    9808/10000 (98.08%), error:       683.59802, best error:       635.04065 on epoch:    76, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 240.1515197754s, input_fired_time: 3.4708633423, output_fired_time: 2.1220943928, propagate_forward_time: 90.1856231689, propagate_backward_time: 140.3198547363, weight_update_time: 0.2232231200, other_time: 4.0530853271
epoch time: 18.2660083771s, input_fired_time: 0.3002494574, output_fired_time: 0.0000000000, propagate_forward_time: 17.2600212097, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7057380676
validation[          , genome  6941] predictions:    9771/  10000 (97.71%), best:    9808/10000 (98.08%), error:       747.29144, best error:       635.04065 on epoch:    76, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 225.6528167725s, input_fired_time: 2.3307752609, output_fired_time: 2.9985656738, propagate_forward_time: 86.1183013916, propagate_backward_time: 129.2662506104, weight_update_time: 0.1900862157, other_time: 4.9389190674
epoch time: 18.2260093689s, input_fired_time: 0.2977128029, output_fired_time: 0.0000000000, propagate_forward_time: 17.2399349213, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6883621216
validation[          , genome  6941] predictions:    9756/  10000 (97.56%), best:    9808/10000 (98.08%), error:       807.89648, best error:       635.04065 on epoch:    76, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 234.6967315674s, input_fired_time: 2.3995792866, output_fired_time: 2.1378886700, propagate_forward_time: 88.8467025757, propagate_backward_time: 137.3801269531, weight_update_time: 0.1895384341, other_time: 3.9324340820
epoch time: 18.0292854309s, input_fired_time: 0.2965594232, output_fired_time: 0.0000000000, propagate_forward_time: 17.0502796173, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6824455261
validation[          , genome  6941] predictions:    9800/  10000 (98.00%), best:    9808/10000 (98.08%), error:       699.18799, best error:       635.04065 on epoch:    76, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 232.2871093750s, input_fired_time: 2.3956444263, output_fired_time: 2.0058114529, propagate_forward_time: 88.2779083252, propagate_backward_time: 135.6835479736, weight_update_time: 0.1896517575, other_time: 3.9241943359
epoch time: 18.4146404266s, input_fired_time: 1.3128402233, output_fired_time: 0.0000000000, propagate_forward_time: 16.3982849121, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7035160065
validation[          , genome  6941] predictions:    9769/  10000 (97.69%), best:    9808/10000 (98.08%), error:       777.70459, best error:       635.04065 on epoch:    76, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 226.5891571045s, input_fired_time: 2.3389854431, output_fired_time: 1.9926981926, propagate_forward_time: 84.8751831055, propagate_backward_time: 133.5349121094, weight_update_time: 0.1903892905, other_time: 3.8473815918
epoch time: 18.4309101105s, input_fired_time: 0.3075374961, output_fired_time: 0.0000000000, propagate_forward_time: 17.4102401733, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7131328583
validation[          , genome  6941] predictions:    9766/  10000 (97.66%), best:    9808/10000 (98.08%), error:       769.65552, best error:       635.04065 on epoch:    76, epoch:  100/100, mu: 0.9870989323, learning_rate: 0.0000740065, weight_decay: 0.0000029603

evaluating best weights on full training data.
evaluting training set with running mean/variance:
epoch time: 97.8943862915s, input_fired_time: 1.5284973383, output_fired_time: 0.0000000000, propagate_forward_time: 92.5594329834, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.8064575195
best training[          , genome  6941] predictions:   49770/  50000 (99.54%), best:    9808/10000 (98.08%), error:      1099.49219, best error:       635.04065 on epoch:    76, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
evaluating best weights on test data.
evaluting test set with running mean/variance:
epoch time: 16.7469081879s, input_fired_time: 0.3019820452, output_fired_time: 0.0000000000, propagate_forward_time: 15.7607793808, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6841459274
   testing[          , genome  6941] predictions:    9806/  10000 (98.06%), best:    9808/10000 (98.08%), error:       628.96716, best error:       635.04065 on epoch:    76, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
09:19:29 (6332): called boinc_finish(0)

</stderr_txt>
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