Nameexact_genome_1518178202_46_18341_0
Workunit2991932
Created9 Feb 2018, 14:46:10 UTC
Sent9 Feb 2018, 15:22:03 UTC
Report deadline24 Apr 2018, 14:13:47 UTC
Received12 Feb 2018, 23:15:17 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID60844
Run time1 days 1 hours 45 min 14 sec
CPU time1 days 1 hours 45 min 14 sec
Validate stateInitial
Credit0.00
Device peak FLOPS2.79 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size184.01 MB
Peak swap size186.72 MB
Peak disk usage5.24 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
redictions:    9837/  10000 (98.37%), best:    9883/10000 (98.83%), error:       514.96545, best error:       363.34839 on epoch:    12, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 840.2813720703s, input_fired_time: 10.4657535553, output_fired_time: 7.0462932587, propagate_forward_time: 336.0684204102, propagate_backward_time: 475.7357177734, weight_update_time: 0.7891567945, other_time: 10.9652099609
epoch time: 70.0635986328s, input_fired_time: 1.1194076538, output_fired_time: 0.0000000000, propagate_forward_time: 66.9872207642, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9569702148
validation[          , genome 18341] predictions:    9861/  10000 (98.61%), best:    9883/10000 (98.83%), error:       434.50208, best error:       363.34839 on epoch:    12, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 836.1844482422s, input_fired_time: 10.4776897430, output_fired_time: 6.8842549324, propagate_forward_time: 335.2309265137, propagate_backward_time: 472.6711120605, weight_update_time: 0.7864556313, other_time: 10.9204711914
epoch time: 70.1892852783s, input_fired_time: 1.1446595192, output_fired_time: 0.0000000000, propagate_forward_time: 67.0808486938, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9637756348
validation[          , genome 18341] predictions:    9859/  10000 (98.59%), best:    9883/10000 (98.83%), error:       457.61902, best error:       363.34839 on epoch:    12, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 837.2713012695s, input_fired_time: 10.6052360535, output_fired_time: 6.8627786636, propagate_forward_time: 335.6117858887, propagate_backward_time: 473.2034606934, weight_update_time: 0.7880997658, other_time: 10.9880371094
epoch time: 70.1694259644s, input_fired_time: 1.1538310051, output_fired_time: 0.0000000000, propagate_forward_time: 67.0489273071, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9666671753
validation[          , genome 18341] predictions:    9842/  10000 (98.42%), best:    9883/10000 (98.83%), error:       507.17123, best error:       363.34839 on epoch:    12, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 838.4000244141s, input_fired_time: 10.4735326767, output_fired_time: 7.0729808807, propagate_forward_time: 335.0506591797, propagate_backward_time: 474.8813476562, weight_update_time: 0.7869396210, other_time: 10.9215087891
epoch time: 70.0843887329s, input_fired_time: 1.1290644407, output_fired_time: 0.0000000000, propagate_forward_time: 66.9923629761, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9629592896
validation[          , genome 18341] predictions:    9891/  10000 (98.91%), best:    9883/10000 (98.83%), error:       372.26144, best error:       363.34839 on epoch:    12, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 842.7494506836s, input_fired_time: 10.7245435715, output_fired_time: 7.0370011330, propagate_forward_time: 336.9444580078, propagate_backward_time: 476.6123352051, weight_update_time: 0.7929630280, other_time: 11.4311218262
epoch time: 70.8278656006s, input_fired_time: 1.1816527843, output_fired_time: 0.0000000000, propagate_forward_time: 67.4961624146, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1500473022
validation[          , genome 18341] predictions:    9883/  10000 (98.83%), best:    9883/10000 (98.83%), error:       398.15173, best error:       363.34839 on epoch:    12, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 844.9183349609s, input_fired_time: 10.8072242737, output_fired_time: 7.0501527786, propagate_forward_time: 337.4987792969, propagate_backward_time: 477.6628723145, weight_update_time: 0.7960984111, other_time: 11.8992614746
epoch time: 70.8056335449s, input_fired_time: 1.1700412035, output_fired_time: 0.0000000000, propagate_forward_time: 67.4840774536, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1515121460
validation[          , genome 18341] predictions:    9854/  10000 (98.54%), best:    9883/10000 (98.83%), error:       517.48737, best error:       363.34839 on epoch:    12, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 844.0958862305s, input_fired_time: 10.8150959015, output_fired_time: 7.0208320618, propagate_forward_time: 337.3396606445, propagate_backward_time: 477.1931457520, weight_update_time: 0.7954661250, other_time: 11.7271423340
epoch time: 371.9946289062s, input_fired_time: 1.2629449368, output_fired_time: 0.0000000000, propagate_forward_time: 75.5883941650, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 295.1433105469
validation[          , genome 18341] predictions:    9883/  10000 (98.83%), best:    9883/10000 (98.83%), error:       389.00797, best error:       363.34839 on epoch:    12, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 843.6865234375s, input_fired_time: 10.5198936462, output_fired_time: 6.9335808754, propagate_forward_time: 336.4668579102, propagate_backward_time: 478.7939453125, weight_update_time: 0.7850815654, other_time: 10.9722290039
epoch time: 70.1177291870s, input_fired_time: 1.1362944841, output_fired_time: 0.0000000000, propagate_forward_time: 67.0215911865, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9598464966
validation[          , genome 18341] predictions:    9835/  10000 (98.35%), best:    9883/10000 (98.83%), error:       511.48990, best error:       363.34839 on epoch:    12, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 843.2311401367s, input_fired_time: 10.5603904724, output_fired_time: 6.9540419579, propagate_forward_time: 337.4760742188, propagate_backward_time: 477.2875366211, weight_update_time: 0.7880375981, other_time: 10.9531250000
epoch time: 70.1257858276s, input_fired_time: 1.1400632858, output_fired_time: 0.0000000000, propagate_forward_time: 67.0255889893, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9601364136
validation[          , genome 18341] predictions:    9884/  10000 (98.84%), best:    9883/10000 (98.83%), error:       374.26471, best error:       363.34839 on epoch:    12, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 855.4663085938s, input_fired_time: 10.7172946930, output_fired_time: 7.0403180122, propagate_forward_time: 341.9031982422, propagate_backward_time: 484.6573486328, weight_update_time: 0.7988346219, other_time: 11.1481323242
epoch time: 70.4473800659s, input_fired_time: 1.1646775007, output_fired_time: 0.0000000000, propagate_forward_time: 67.2579345703, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0247650146
validation[          , genome 18341] predictions:    9849/  10000 (98.49%), best:    9883/10000 (98.83%), error:       472.60669, best error:       363.34839 on epoch:    12, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 837.8289794922s, input_fired_time: 10.5604696274, output_fired_time: 6.8995838165, propagate_forward_time: 335.8093566895, propagate_backward_time: 473.5390319824, weight_update_time: 0.7868461013, other_time: 11.0205078125
epoch time: 70.2281646729s, input_fired_time: 1.1319859028, output_fired_time: 0.0000000000, propagate_forward_time: 67.1269683838, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9692077637
validation[          , genome 18341] predictions:    9879/  10000 (98.79%), best:    9883/10000 (98.83%), error:       379.26340, best error:       363.34839 on epoch:    12, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 857.6807250977s, input_fired_time: 10.6905422211, output_fired_time: 7.0554995537, propagate_forward_time: 343.1661987305, propagate_backward_time: 485.6998901367, weight_update_time: 0.7975788713, other_time: 11.0686035156
epoch time: 70.2884902954s, input_fired_time: 1.1406073570, output_fired_time: 0.0000000000, propagate_forward_time: 67.0935974121, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0542831421
validation[          , genome 18341] predictions:    9859/  10000 (98.59%), best:    9883/10000 (98.83%), error:       444.31927, best error:       363.34839 on epoch:    12, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 837.1528320312s, input_fired_time: 10.5163545609, output_fired_time: 6.9132466316, propagate_forward_time: 335.4432067871, propagate_backward_time: 473.3370666504, weight_update_time: 0.7853873372, other_time: 10.9429321289
epoch time: 3376.8984375000s, input_fired_time: 1.1588388681, output_fired_time: 0.0000000000, propagate_forward_time: 3373.7631835938, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9763183594
validation[          , genome 18341] predictions:    9880/  10000 (98.80%), best:    9883/10000 (98.83%), error:       363.45248, best error:       363.34839 on epoch:    12, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 838.5207519531s, input_fired_time: 10.5783739090, output_fired_time: 6.9891376495, propagate_forward_time: 335.6081848145, propagate_backward_time: 474.3698425293, weight_update_time: 0.7890765667, other_time: 10.9752197266
epoch time: 70.2519760132s, input_fired_time: 1.1535066366, output_fired_time: 0.0000000000, propagate_forward_time: 67.1292495728, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9692230225
validation[          , genome 18341] predictions:    9892/  10000 (98.92%), best:    9892/10000 (98.92%), error:       342.71994, best error:       342.71994 on epoch:    28, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 837.4578857422s, input_fired_time: 10.5342206955, output_fired_time: 6.9419412613, propagate_forward_time: 335.4523315430, propagate_backward_time: 473.5781250000, weight_update_time: 0.7863923907, other_time: 10.9512329102
epoch time: 70.1409835815s, input_fired_time: 1.1463781595, output_fired_time: 0.0000000000, propagate_forward_time: 67.0319442749, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9626617432
validation[          , genome 18341] predictions:    9874/  10000 (98.74%), best:    9892/10000 (98.92%), error:       391.32239, best error:       342.71994 on epoch:    28, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 836.5816040039s, input_fired_time: 10.5454883575, output_fired_time: 6.8856930733, propagate_forward_time: 335.3795776367, propagate_backward_time: 472.8171081543, weight_update_time: 0.7869316339, other_time: 10.9537658691
epoch time: 70.1299667358s, input_fired_time: 1.1361539364, output_fired_time: 0.0000000000, propagate_forward_time: 67.0297088623, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9641036987
validation[          , genome 18341] predictions:    9841/  10000 (98.41%), best:    9892/10000 (98.92%), error:       501.29938, best error:       342.71994 on epoch:    28, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 839.6026000977s, input_fired_time: 10.5157690048, output_fired_time: 6.9939513206, propagate_forward_time: 335.9261169434, propagate_backward_time: 475.2195129395, weight_update_time: 0.7882788777, other_time: 10.9472656250
epoch time: 70.1197204590s, input_fired_time: 1.1397683620, output_fired_time: 0.0000000000, propagate_forward_time: 67.0171966553, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9627532959
validation[          , genome 18341] predictions:    9885/  10000 (98.85%), best:    9885/10000 (98.85%), error:       339.55933, best error:       339.55933 on epoch:    31, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 837.5002441406s, input_fired_time: 10.5429067612, output_fired_time: 6.9531717300, propagate_forward_time: 335.4367675781, propagate_backward_time: 473.6114196777, weight_update_time: 0.7900922894, other_time: 10.9559631348
epoch time: 70.1420440674s, input_fired_time: 1.1470693350, output_fired_time: 0.0000000000, propagate_forward_time: 67.0298767090, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9650955200
validation[          , genome 18341] predictions:    9877/  10000 (98.77%), best:    9885/10000 (98.85%), error:       404.26981, best error:       339.55933 on epoch:    31, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 837.3471069336s, input_fired_time: 10.5754270554, output_fired_time: 6.9222736359, propagate_forward_time: 335.5245971680, propagate_backward_time: 473.3772277832, weight_update_time: 0.7854474187, other_time: 10.9475402832
epoch time: 70.5192184448s, input_fired_time: 1.1675791740, output_fired_time: 0.0000000000, propagate_forward_time: 67.3155899048, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0360488892
validation[          , genome 18341] predictions:    9876/  10000 (98.76%), best:    9885/10000 (98.85%), error:       378.02115, best error:       339.55933 on epoch:    31, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 840.5313110352s, input_fired_time: 10.5982980728, output_fired_time: 7.0827350616, propagate_forward_time: 335.7387695312, propagate_backward_time: 476.0093994141, weight_update_time: 0.7867086530, other_time: 11.1020507812
epoch time: 70.1411361694s, input_fired_time: 1.1368727684, output_fired_time: 0.0000000000, propagate_forward_time: 67.0392456055, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9650192261
validation[          , genome 18341] predictions:    9892/  10000 (98.92%), best:    9885/10000 (98.85%), error:       359.23145, best error:       339.55933 on epoch:    31, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 838.6264648438s, input_fired_time: 10.5012187958, output_fired_time: 7.0564303398, propagate_forward_time: 335.2677307129, propagate_backward_time: 474.8748474121, weight_update_time: 0.7859358191, other_time: 10.9262084961
epoch time: 70.1563720703s, input_fired_time: 1.1473309994, output_fired_time: 0.0000000000, propagate_forward_time: 67.0426788330, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9663619995
validation[          , genome 18341] predictions:    9900/  10000 (99.00%), best:    9900/10000 (99.00%), error:       306.32492, best error:       306.32492 on epoch:    35, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 836.8833007812s, input_fired_time: 10.5358266830, output_fired_time: 6.9215540886, propagate_forward_time: 335.3383483887, propagate_backward_time: 473.1312561035, weight_update_time: 0.7868335247, other_time: 10.9562988281
epoch time: 70.1235580444s, input_fired_time: 1.1339392662, output_fired_time: 0.0000000000, propagate_forward_time: 67.0201263428, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9694900513
validation[          , genome 18341] predictions:    9863/  10000 (98.63%), best:    9900/10000 (99.00%), error:       433.00687, best error:       306.32492 on epoch:    35, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 836.9455566406s, input_fired_time: 10.5382528305, output_fired_time: 6.9467267990, propagate_forward_time: 335.1952514648, propagate_backward_time: 473.3267517090, weight_update_time: 0.7869178653, other_time: 10.9385681152
epoch time: 70.1451187134s, input_fired_time: 1.1411839724, output_fired_time: 0.0000000000, propagate_forward_time: 67.0392150879, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9647216797
validation[          , genome 18341] predictions:    9881/  10000 (98.81%), best:    9900/10000 (99.00%), error:       360.83676, best error:       306.32492 on epoch:    35, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 838.7826538086s, input_fired_time: 10.5315322876, output_fired_time: 6.9539437294, propagate_forward_time: 336.0091552734, propagate_backward_time: 474.3212585449, weight_update_time: 0.7893663049, other_time: 10.9667663574
epoch time: 70.1270904541s, input_fired_time: 1.1475763321, output_fired_time: 0.0000000000, propagate_forward_time: 67.0148086548, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9647064209
validation[          , genome 18341] predictions:    9893/  10000 (98.93%), best:    9900/10000 (99.00%), error:       346.07794, best error:       306.32492 on epoch:    35, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 838.2755126953s, input_fired_time: 10.4950962067, output_fired_time: 7.0544524193, propagate_forward_time: 335.1484985352, propagate_backward_time: 474.6509704590, weight_update_time: 0.7873683572, other_time: 10.9264831543
epoch time: 70.1191406250s, input_fired_time: 1.1400029659, output_fired_time: 0.0000000000, propagate_forward_time: 67.0155792236, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9635620117
validation[          , genome 18341] predictions:    9889/  10000 (98.89%), best:    9900/10000 (99.00%), error:       358.11130, best error:       306.32492 on epoch:    35, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 838.7366333008s, input_fired_time: 10.4642210007, output_fired_time: 7.0712151527, propagate_forward_time: 335.2613220215, propagate_backward_time: 475.0195922852, weight_update_time: 0.7868466377, other_time: 10.9202575684
epoch time: 70.1253738403s, input_fired_time: 1.1394464970, output_fired_time: 0.0000000000, propagate_forward_time: 67.0233688354, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9625549316
validation[          , genome 18341] predictions:    9898/  10000 (98.98%), best:    9900/10000 (99.00%), error:       354.28900, best error:       306.32492 on epoch:    35, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 838.2510375977s, input_fired_time: 10.4696464539, output_fired_time: 7.0633883476, propagate_forward_time: 335.1056518555, propagate_backward_time: 474.6871032715, weight_update_time: 0.7858723998, other_time: 10.9252014160
epoch time: 70.1112594604s, input_fired_time: 1.1406326294, output_fired_time: 0.0000000000, propagate_forward_time: 67.0077209473, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9629058838
validation[          , genome 18341] predictions:    9913/  10000 (99.13%), best:    9913/10000 (99.13%), error:       277.69278, best error:       277.69278 on epoch:    41, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 838.2860107422s, input_fired_time: 10.4837932587, output_fired_time: 7.0513424873, propagate_forward_time: 335.2774963379, propagate_backward_time: 474.5413513184, weight_update_time: 0.7882074714, other_time: 10.9320678711
epoch time: 70.1056594849s, input_fired_time: 1.1397428513, output_fired_time: 0.0000000000, propagate_forward_time: 67.0032424927, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9626770020
validation[          , genome 18341] predictions:    9909/  10000 (99.09%), best:    9913/10000 (99.13%), error:       307.92340, best error:       277.69278 on epoch:    41, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 837.9115600586s, input_fired_time: 10.4761304855, output_fired_time: 7.0370235443, propagate_forward_time: 335.1201477051, propagate_backward_time: 474.3504333496, weight_update_time: 0.7867897153, other_time: 10.9277954102
epoch time: 70.2740631104s, input_fired_time: 1.1470091343, output_fired_time: 0.0000000000, propagate_forward_time: 67.1632537842, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9637985229
validation[          , genome 18341] predictions:    9889/  10000 (98.89%), best:    9913/10000 (99.13%), error:       329.55701, best error:       277.69278 on epoch:    41, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 836.0111694336s, input_fired_time: 10.5221109390, output_fired_time: 6.8784046173, propagate_forward_time: 335.2340087891, propagate_backward_time: 472.4235534668, weight_update_time: 0.7880229354, other_time: 10.9530944824
epoch time: 70.1325607300s, input_fired_time: 1.1469124556, output_fired_time: 0.0000000000, propagate_forward_time: 67.0221939087, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9634552002
validation[          , genome 18341] predictions:    9909/  10000 (99.09%), best:    9913/10000 (99.13%), error:       280.73532, best error:       277.69278 on epoch:    41, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 836.0366821289s, input_fired_time: 10.5215597153, output_fired_time: 6.8878707886, propagate_forward_time: 335.1867065430, propagate_backward_time: 472.5010070801, weight_update_time: 0.7870806456, other_time: 10.9395446777
epoch time: 70.1221694946s, input_fired_time: 1.1435505152, output_fired_time: 0.0000000000, propagate_forward_time: 67.0128097534, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9658126831
validation[          , genome 18341] predictions:    9916/  10000 (99.16%), best:    9916/10000 (99.16%), error:       266.18893, best error:       266.18893 on epoch:    45, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 836.1420288086s, input_fired_time: 10.5491456985, output_fired_time: 6.8802824020, propagate_forward_time: 335.2756958008, propagate_backward_time: 472.5011291504, weight_update_time: 0.7854618430, other_time: 10.9357604980
epoch time: 70.1572952271s, input_fired_time: 1.1461932659, output_fired_time: 0.0000000000, propagate_forward_time: 67.0470199585, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9640808105
validation[          , genome 18341] predictions:    9886/  10000 (98.86%), best:    9916/10000 (99.16%), error:       368.12491, best error:       266.18893 on epoch:    45, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 838.7115478516s, input_fired_time: 10.5372962952, output_fired_time: 6.9657526016, propagate_forward_time: 335.8187255859, propagate_backward_time: 474.3903808594, weight_update_time: 0.7878682017, other_time: 10.9993896484
epoch time: 70.6426925659s, input_fired_time: 1.1623910666, output_fired_time: 0.0000000000, propagate_forward_time: 67.5046691895, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9756317139
validation[          , genome 18341] predictions:    9915/  10000 (99.15%), best:    9916/10000 (99.16%), error:       284.62357, best error:       266.18893 on epoch:    45, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 846.9699096680s, input_fired_time: 10.1118373871, output_fired_time: 6.9292578697, propagate_forward_time: 339.2918395996, propagate_backward_time: 480.7301025391, weight_update_time: 0.7424899936, other_time: 9.9068908691
epoch time: 69.7162170410s, input_fired_time: 1.0496701002, output_fired_time: 0.0000000000, propagate_forward_time: 66.9347686768, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7317810059
validation[          , genome 18341] predictions:    9908/  10000 (99.08%), best:    9916/10000 (99.16%), error:       311.63583, best error:       266.18893 on epoch:    45, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 833.1061401367s, input_fired_time: 9.9477405548, output_fired_time: 6.7658820152, propagate_forward_time: 334.7818298340, propagate_backward_time: 471.9184265137, weight_update_time: 0.7263064981, other_time: 9.6922607422
epoch time: 69.7286834717s, input_fired_time: 1.0494047403, output_fired_time: 0.0000000000, propagate_forward_time: 66.9495468140, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7297286987
validation[          , genome 18341] predictions:    9901/  10000 (99.01%), best:    9916/10000 (99.16%), error:       323.55798, best error:       266.18893 on epoch:    45, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 837.8244628906s, input_fired_time: 9.9624538422, output_fired_time: 6.8478760719, propagate_forward_time: 336.1897583008, propagate_backward_time: 475.1149291992, weight_update_time: 0.7274479270, other_time: 9.7094116211
epoch time: 69.7987670898s, input_fired_time: 1.0467382669, output_fired_time: 0.0000000000, propagate_forward_time: 67.0235290527, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7285003662
validation[          , genome 18341] predictions:    9924/  10000 (99.24%), best:    9924/10000 (99.24%), error:       257.96173, best error:       257.96173 on epoch:    50, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 837.5878295898s, input_fired_time: 9.9428806305, output_fired_time: 6.9346656799, propagate_forward_time: 335.6863098145, propagate_backward_time: 475.3468322754, weight_update_time: 0.7255355120, other_time: 9.6771240234
epoch time: 69.9174957275s, input_fired_time: 1.0579525232, output_fired_time: 0.0000000000, propagate_forward_time: 67.1214294434, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7381134033
validation[          , genome 18341] predictions:    9907/  10000 (99.07%), best:    9924/10000 (99.24%), error:       293.69110, best error:       257.96173 on epoch:    50, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 836.4064941406s, input_fired_time: 10.0096626282, output_fired_time: 6.8378186226, propagate_forward_time: 335.7565612793, propagate_backward_time: 474.1148986816, weight_update_time: 0.7256404161, other_time: 9.6875610352
epoch time: 69.8769760132s, input_fired_time: 1.0515071154, output_fired_time: 0.0000000000, propagate_forward_time: 67.0981674194, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7273025513
validation[          , genome 18341] predictions:    9911/  10000 (99.11%), best:    9924/10000 (99.24%), error:       282.85355, best error:       257.96173 on epoch:    50, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 889.0423583984s, input_fired_time: 10.3849878311, output_fired_time: 7.2530179024, propagate_forward_time: 353.7568359375, propagate_backward_time: 507.6920471191, weight_update_time: 0.7615453601, other_time: 9.9554748535
epoch time: 70.1817932129s, input_fired_time: 1.1463245153, output_fired_time: 0.0000000000, propagate_forward_time: 67.0754776001, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9599914551
validation[          , genome 18341] predictions:    9884/  10000 (98.84%), best:    9924/10000 (99.24%), error:       358.86874, best error:       257.96173 on epoch:    50, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 836.9788208008s, input_fired_time: 10.5308008194, output_fired_time: 6.9240565300, propagate_forward_time: 335.3071594238, propagate_backward_time: 473.3074035645, weight_update_time: 0.7813426256, other_time: 10.9093627930
epoch time: 70.1421966553s, input_fired_time: 1.1457417011, output_fired_time: 0.0000000000, propagate_forward_time: 67.0375823975, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9588699341
validation[          , genome 18341] predictions:    9909/  10000 (99.09%), best:    9924/10000 (99.24%), error:       283.04675, best error:       257.96173 on epoch:    50, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 837.0025024414s, input_fired_time: 10.5309019089, output_fired_time: 6.9172458649, propagate_forward_time: 335.4023437500, propagate_backward_time: 473.2355957031, weight_update_time: 0.7821009755, other_time: 10.9164428711
epoch time: 70.1107482910s, input_fired_time: 1.1369394064, output_fired_time: 0.0000000000, propagate_forward_time: 67.0147705078, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9590377808
validation[          , genome 18341] predictions:    9900/  10000 (99.00%), best:    9924/10000 (99.24%), error:       307.82007, best error:       257.96173 on epoch:    50, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 842.1769409180s, input_fired_time: 10.5475597382, output_fired_time: 6.9306969643, propagate_forward_time: 337.3178710938, propagate_backward_time: 476.4378662109, weight_update_time: 0.7850273252, other_time: 10.9429321289
epoch time: 72.6800003052s, input_fired_time: 1.1752229929, output_fired_time: 0.0000000000, propagate_forward_time: 69.5315551758, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9732208252
validation[          , genome 18341] predictions:    9897/  10000 (98.97%), best:    9924/10000 (99.24%), error:       322.49478, best error:       257.96173 on epoch:    50, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 839.2416992188s, input_fired_time: 10.4835090637, output_fired_time: 7.0751667023, propagate_forward_time: 335.2104187012, propagate_backward_time: 475.5663452148, weight_update_time: 0.7821162939, other_time: 10.9062194824
epoch time: 70.1400451660s, input_fired_time: 1.1344069242, output_fired_time: 0.0000000000, propagate_forward_time: 67.0449981689, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9606399536
validation[          , genome 18341] predictions:    9914/  10000 (99.14%), best:    9924/10000 (99.24%), error:       265.13025, best error:       257.96173 on epoch:    50, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 839.3845825195s, input_fired_time: 10.5178346634, output_fired_time: 6.9977307320, propagate_forward_time: 335.9824218750, propagate_backward_time: 474.9671630859, weight_update_time: 0.7850735784, other_time: 10.9194335938
epoch time: 70.1298522949s, input_fired_time: 1.1460814476, output_fired_time: 0.0000000000, propagate_forward_time: 67.0241775513, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9595947266
validation[          , genome 18341] predictions:    9892/  10000 (98.92%), best:    9924/10000 (99.24%), error:       335.94055, best error:       257.96173 on epoch:    50, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 837.7506713867s, input_fired_time: 10.5020055771, output_fired_time: 6.9704976082, propagate_forward_time: 335.3428039551, propagate_backward_time: 474.0224914551, weight_update_time: 0.7822245955, other_time: 10.9128417969
epoch time: 70.1601486206s, input_fired_time: 1.1378978491, output_fired_time: 0.0000000000, propagate_forward_time: 67.0639877319, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9582595825
validation[          , genome 18341] predictions:    9921/  10000 (99.21%), best:    9924/10000 (99.24%), error:       267.04498, best error:       257.96173 on epoch:    50, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 836.6485595703s, input_fired_time: 10.4953784943, output_fired_time: 6.9124169350, propagate_forward_time: 335.2184448242, propagate_backward_time: 473.0872497559, weight_update_time: 0.7817382812, other_time: 10.9350891113
epoch time: 70.1072998047s, input_fired_time: 1.1373955011, output_fired_time: 0.0000000000, propagate_forward_time: 67.0143737793, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9555282593
validation[          , genome 18341] predictions:    9923/  10000 (99.23%), best:    9923/10000 (99.23%), error:       248.77202, best error:       248.77202 on epoch:    60, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 857.2843627930s, input_fired_time: 10.6573352814, output_fired_time: 7.1239824295, propagate_forward_time: 342.4755249023, propagate_backward_time: 486.0322875977, weight_update_time: 0.7978151441, other_time: 10.9952392578
epoch time: 70.1236190796s, input_fired_time: 1.1440349817, output_fired_time: 0.0000000000, propagate_forward_time: 67.0181198120, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9614639282
validation[          , genome 18341] predictions:    9928/  10000 (99.28%), best:    9928/10000 (99.28%), error:       246.48106, best error:       246.48106 on epoch:    61, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 837.3805541992s, input_fired_time: 10.4881792068, output_fired_time: 6.9857482910, propagate_forward_time: 335.1330566406, propagate_backward_time: 473.8555908203, weight_update_time: 0.7846553922, other_time: 10.9179687500
epoch time: 70.1094512939s, input_fired_time: 1.1324403286, output_fired_time: 0.0000000000, propagate_forward_time: 67.0180969238, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9589157104
validation[          , genome 18341] predictions:    9925/  10000 (99.25%), best:    9928/10000 (99.28%), error:       247.36206, best error:       246.48106 on epoch:    61, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 836.6112670898s, input_fired_time: 10.4966964722, output_fired_time: 6.9196276665, propagate_forward_time: 335.2426147461, propagate_backward_time: 473.0366210938, weight_update_time: 0.7846367955, other_time: 10.9157104492
epoch time: 70.1163253784s, input_fired_time: 1.1421669722, output_fired_time: 0.0000000000, propagate_forward_time: 67.0156478882, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9585113525
validation[          , genome 18341] predictions:    9922/  10000 (99.22%), best:    9928/10000 (99.28%), error:       246.55251, best error:       246.48106 on epoch:    61, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 837.1823730469s, input_fired_time: 10.5183382034, output_fired_time: 6.9320363998, propagate_forward_time: 335.3657226562, propagate_backward_time: 473.4356079102, weight_update_time: 0.7861032486, other_time: 10.9307250977
epoch time: 70.6433715820s, input_fired_time: 1.1638309956, output_fired_time: 0.0000000000, propagate_forward_time: 67.4745254517, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0050125122
validation[          , genome 18341] predictions:    9926/  10000 (99.26%), best:    9926/10000 (99.26%), error:       242.51544, best error:       242.51544 on epoch:    64, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 838.4096679688s, input_fired_time: 10.5907897949, output_fired_time: 6.9233593941, propagate_forward_time: 335.9462585449, propagate_backward_time: 473.8724060059, weight_update_time: 0.7887159586, other_time: 11.0768432617
epoch time: 70.1063995361s, input_fired_time: 1.1324870586, output_fired_time: 0.0000000000, propagate_forward_time: 67.0136032104, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9603118896
validation[          , genome 18341] predictions:    9913/  10000 (99.13%), best:    9926/10000 (99.26%), error:       282.19138, best error:       242.51544 on epoch:    64, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 836.0120849609s, input_fired_time: 10.4956798553, output_fired_time: 6.8778290749, propagate_forward_time: 335.2578735352, propagate_backward_time: 472.4658508301, weight_update_time: 0.7849754095, other_time: 10.9148864746
epoch time: 70.0983276367s, input_fired_time: 1.1307033300, output_fired_time: 0.0000000000, propagate_forward_time: 67.0090560913, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9585647583
validation[          , genome 18341] predictions:    9918/  10000 (99.18%), best:    9926/10000 (99.26%), error:       256.10532, best error:       242.51544 on epoch:    64, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 838.3122558594s, input_fired_time: 10.5604801178, output_fired_time: 6.9572267532, propagate_forward_time: 335.6676330566, propagate_backward_time: 474.1340637207, weight_update_time: 0.7855624557, other_time: 10.9928588867
epoch time: 70.1375885010s, input_fired_time: 1.1516335011, output_fired_time: 0.0000000000, propagate_forward_time: 67.0252914429, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9606628418
validation[          , genome 18341] predictions:    9908/  10000 (99.08%), best:    9926/10000 (99.26%), error:       312.22729, best error:       242.51544 on epoch:    64, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 839.3961791992s, input_fired_time: 10.6594400406, output_fired_time: 6.9436688423, propagate_forward_time: 336.1475524902, propagate_backward_time: 474.4781188965, weight_update_time: 0.7851676345, other_time: 11.1674194336
epoch time: 70.3035278320s, input_fired_time: 1.1491346359, output_fired_time: 0.0000000000, propagate_forward_time: 67.1854476929, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9689483643
validation[          , genome 18341] predictions:    9921/  10000 (99.21%), best:    9926/10000 (99.26%), error:       268.40924, best error:       242.51544 on epoch:    64, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 838.9298095703s, input_fired_time: 10.5547542572, output_fired_time: 6.9768261909, propagate_forward_time: 335.7395629883, propagate_backward_time: 474.6583862305, weight_update_time: 0.7864337564, other_time: 11.0003051758
epoch time: 70.1685104370s, input_fired_time: 1.1515774727, output_fired_time: 0.0000000000, propagate_forward_time: 67.0531387329, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9637908936
validation[          , genome 18341] predictions:    9893/  10000 (98.93%), best:    9926/10000 (99.26%), error:       366.39117, best error:       242.51544 on epoch:    64, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 837.1768188477s, input_fired_time: 10.5154800415, output_fired_time: 6.9408183098, propagate_forward_time: 335.2493591309, propagate_backward_time: 473.5432434082, weight_update_time: 0.7855499983, other_time: 10.9279174805
epoch time: 70.2545089722s, input_fired_time: 1.1390480995, output_fired_time: 0.0000000000, propagate_forward_time: 67.1531372070, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9623260498
validation[          , genome 18341] predictions:    9921/  10000 (99.21%), best:    9926/10000 (99.26%), error:       274.83917, best error:       242.51544 on epoch:    64, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 835.9854125977s, input_fired_time: 10.5039577484, output_fired_time: 6.8770256042, propagate_forward_time: 335.1747436523, propagate_backward_time: 472.5017089844, weight_update_time: 0.7877525687, other_time: 10.9279785156
epoch time: 71.0291137695s, input_fired_time: 1.1487880945, output_fired_time: 0.0000000000, propagate_forward_time: 67.9100646973, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9702606201
validation[          , genome 18341] predictions:    9920/  10000 (99.20%), best:    9926/10000 (99.26%), error:       247.64392, best error:       242.51544 on epoch:    64, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 838.2976074219s, input_fired_time: 10.4955339432, output_fired_time: 6.9637718201, propagate_forward_time: 335.7064819336, propagate_backward_time: 474.1936340332, weight_update_time: 0.7869705558, other_time: 10.9382019043
epoch time: 70.1070022583s, input_fired_time: 1.1406201124, output_fired_time: 0.0000000000, propagate_forward_time: 67.0051116943, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9612731934
validation[          , genome 18341] predictions:    9916/  10000 (99.16%), best:    9926/10000 (99.26%), error:       247.24171, best error:       242.51544 on epoch:    64, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 854.1769409180s, input_fired_time: 10.5971651077, output_fired_time: 7.0816783905, propagate_forward_time: 341.0384521484, propagate_backward_time: 484.4786071777, weight_update_time: 0.7965806127, other_time: 10.9810485840
epoch time: 73.9818496704s, input_fired_time: 1.1837054491, output_fired_time: 0.0000000000, propagate_forward_time: 70.8121566772, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9859848022
validation[          , genome 18341] predictions:    9924/  10000 (99.24%), best:    9926/10000 (99.26%), error:       245.72968, best error:       242.51544 on epoch:    64, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 845.0783691406s, input_fired_time: 10.5245189667, output_fired_time: 7.1033763885, propagate_forward_time: 337.6580200195, propagate_backward_time: 478.8457031250, weight_update_time: 0.7914173603, other_time: 10.9467163086
epoch time: 70.0892181396s, input_fired_time: 1.1350253820, output_fired_time: 0.0000000000, propagate_forward_time: 66.9938735962, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9603195190
validation[          , genome 18341] predictions:    9926/  10000 (99.26%), best:    9926/10000 (99.26%), error:       246.82932, best error:       242.51544 on epoch:    64, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 849.3280639648s, input_fired_time: 10.6619529724, output_fired_time: 7.0981502533, propagate_forward_time: 339.2840270996, propagate_backward_time: 481.2122497559, weight_update_time: 0.7909527421, other_time: 11.0717163086
epoch time: 70.1534652710s, input_fired_time: 1.1412829161, output_fired_time: 0.0000000000, propagate_forward_time: 67.0505371094, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9616470337
validation[          , genome 18341] predictions:    9929/  10000 (99.29%), best:    9929/10000 (99.29%), error:       233.78294, best error:       233.78294 on epoch:    75, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 865.8368530273s, input_fired_time: 10.7329349518, output_fired_time: 7.1712460518, propagate_forward_time: 345.1438598633, propagate_backward_time: 491.7798156738, weight_update_time: 0.7988262177, other_time: 11.0090026855
epoch time: 70.2580032349s, input_fired_time: 1.1430692673, output_fired_time: 0.0000000000, propagate_forward_time: 67.1529312134, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9620056152
validation[          , genome 18341] predictions:    9929/  10000 (99.29%), best:    9929/10000 (99.29%), error:       252.21803, best error:       233.78294 on epoch:    75, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 845.8175659180s, input_fired_time: 10.5876035690, output_fired_time: 7.0426726341, propagate_forward_time: 337.8211059570, propagate_backward_time: 479.4131469727, weight_update_time: 0.7870258689, other_time: 10.9530639648
epoch time: 70.2406463623s, input_fired_time: 1.1491674185, output_fired_time: 0.0000000000, propagate_forward_time: 67.1296844482, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9617919922
validation[          , genome 18341] predictions:    9921/  10000 (99.21%), best:    9929/10000 (99.29%), error:       244.16191, best error:       233.78294 on epoch:    75, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 838.9771728516s, input_fired_time: 10.5296592712, output_fired_time: 6.9708666801, propagate_forward_time: 335.7162780762, propagate_backward_time: 474.8240356445, weight_update_time: 0.7823573351, other_time: 10.9363098145
epoch time: 70.1679229736s, input_fired_time: 1.1374202967, output_fired_time: 0.0000000000, propagate_forward_time: 67.0682373047, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9622650146
validation[          , genome 18341] predictions:    9927/  10000 (99.27%), best:    9929/10000 (99.29%), error:       242.02661, best error:       233.78294 on epoch:    75, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 838.1457519531s, input_fired_time: 10.5154571533, output_fired_time: 6.9942607880, propagate_forward_time: 335.3517150879, propagate_backward_time: 474.3952331543, weight_update_time: 0.7807019949, other_time: 10.8890991211
epoch time: 70.1083908081s, input_fired_time: 1.1363958120, output_fired_time: 0.0000000000, propagate_forward_time: 67.0153121948, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9566802979
validation[          , genome 18341] predictions:    9927/  10000 (99.27%), best:    9929/10000 (99.29%), error:       250.56070, best error:       233.78294 on epoch:    75, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 836.0471801758s, input_fired_time: 10.4856576920, output_fired_time: 6.8714919090, propagate_forward_time: 335.1432189941, propagate_backward_time: 472.6648864746, weight_update_time: 0.7797000408, other_time: 10.8818969727
epoch time: 70.1322326660s, input_fired_time: 1.1417303085, output_fired_time: 0.0000000000, propagate_forward_time: 67.0355148315, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9549865723
validation[          , genome 18341] predictions:    9924/  10000 (99.24%), best:    9929/10000 (99.29%), error:       247.43446, best error:       233.78294 on epoch:    75, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 836.4333496094s, input_fired_time: 10.5113124847, output_fired_time: 6.8770775795, propagate_forward_time: 335.2940368652, propagate_backward_time: 472.8058166504, weight_update_time: 0.7812995315, other_time: 10.9451293945
epoch time: 70.4946517944s, input_fired_time: 1.1680142879, output_fired_time: 0.0000000000, propagate_forward_time: 67.2829360962, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0437011719
validation[          , genome 18341] predictions:    9925/  10000 (99.25%), best:    9929/10000 (99.29%), error:       246.85413, best error:       233.78294 on epoch:    75, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 837.4509887695s, input_fired_time: 10.5561733246, output_fired_time: 6.8917765617, propagate_forward_time: 335.6443481445, propagate_backward_time: 473.3394165039, weight_update_time: 0.7839296460, other_time: 11.0192871094
epoch time: 70.1026535034s, input_fired_time: 1.1351058483, output_fired_time: 0.0000000000, propagate_forward_time: 67.0101699829, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9573745728
validation[          , genome 18341] predictions:    9927/  10000 (99.27%), best:    9929/10000 (99.29%), error:       237.61183, best error:       233.78294 on epoch:    75, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 836.3214721680s, input_fired_time: 10.5021200180, output_fired_time: 6.8802299500, propagate_forward_time: 335.2240600586, propagate_backward_time: 472.8195190430, weight_update_time: 0.7797959447, other_time: 10.8955078125
epoch time: 70.1178741455s, input_fired_time: 1.1391594410, output_fired_time: 0.0000000000, propagate_forward_time: 67.0228576660, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9558563232
validation[          , genome 18341] predictions:    9924/  10000 (99.24%), best:    9929/10000 (99.29%), error:       236.69733, best error:       233.78294 on epoch:    75, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 841.9751586914s, input_fired_time: 10.7017240524, output_fired_time: 7.0399684906, propagate_forward_time: 336.4616699219, propagate_backward_time: 476.5043945312, weight_update_time: 0.7839348912, other_time: 11.2673950195
epoch time: 70.5079040527s, input_fired_time: 1.1675719023, output_fired_time: 0.0000000000, propagate_forward_time: 67.2981414795, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0421905518
validation[          , genome 18341] predictions:    9925/  10000 (99.25%), best:    9929/10000 (99.29%), error:       249.13918, best error:       233.78294 on epoch:    75, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 845.1879882812s, input_fired_time: 10.7695064545, output_fired_time: 7.1052947044, propagate_forward_time: 337.2673339844, propagate_backward_time: 478.3426818848, weight_update_time: 0.7870030403, other_time: 11.7031555176
epoch time: 70.7876892090s, input_fired_time: 1.1773221493, output_fired_time: 0.0000000000, propagate_forward_time: 67.4777679443, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1325988770
validation[          , genome 18341] predictions:    9917/  10000 (99.17%), best:    9929/10000 (99.29%), error:       254.41136, best error:       233.78294 on epoch:    75, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 848.3472290039s, input_fired_time: 10.5462484360, output_fired_time: 7.1199536324, propagate_forward_time: 338.6334838867, propagate_backward_time: 481.1007385254, weight_update_time: 0.7869434953, other_time: 10.9468078613
epoch time: 70.1815795898s, input_fired_time: 1.1351894140, output_fired_time: 0.0000000000, propagate_forward_time: 67.0910415649, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9553451538
validation[          , genome 18341] predictions:    9920/  10000 (99.20%), best:    9929/10000 (99.29%), error:       255.88849, best error:       233.78294 on epoch:    75, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 837.3581542969s, input_fired_time: 10.4592943192, output_fired_time: 6.9548110962, propagate_forward_time: 335.2242126465, propagate_backward_time: 473.8066711426, weight_update_time: 0.7810657024, other_time: 10.9131469727
epoch time: 70.1725158691s, input_fired_time: 1.1358495951, output_fired_time: 0.0000000000, propagate_forward_time: 67.0837783813, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9528884888
validation[          , genome 18341] predictions:    9931/  10000 (99.31%), best:    9929/10000 (99.29%), error:       234.28168, best error:       233.78294 on epoch:    75, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 837.2930297852s, input_fired_time: 10.4909782410, output_fired_time: 6.9367575645, propagate_forward_time: 335.2529296875, propagate_backward_time: 473.6782531738, weight_update_time: 0.7808657885, other_time: 10.9341125488
epoch time: 70.1060485840s, input_fired_time: 1.1376109123, output_fired_time: 0.0000000000, propagate_forward_time: 67.0132598877, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9551773071
validation[          , genome 18341] predictions:    9920/  10000 (99.20%), best:    9929/10000 (99.29%), error:       236.18108, best error:       233.78294 on epoch:    75, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 837.2257080078s, input_fired_time: 10.5279741287, output_fired_time: 6.9168639183, propagate_forward_time: 335.4083251953, propagate_backward_time: 473.4732055664, weight_update_time: 0.7811736465, other_time: 10.8993530273
epoch time: 70.4697570801s, input_fired_time: 1.1549264193, output_fired_time: 0.0000000000, propagate_forward_time: 67.3425445557, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9722824097
validation[          , genome 18341] predictions:    9929/  10000 (99.29%), best:    9929/10000 (99.29%), error:       240.74469, best error:       233.78294 on epoch:    75, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 840.8781127930s, input_fired_time: 10.6251707077, output_fired_time: 7.0282483101, propagate_forward_time: 336.2010498047, propagate_backward_time: 476.0590820312, weight_update_time: 0.7805216908, other_time: 10.9645385742
epoch time: 70.3651580811s, input_fired_time: 1.1539084911, output_fired_time: 0.0000000000, propagate_forward_time: 67.2481613159, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9630889893
validation[          , genome 18341] predictions:    9922/  10000 (99.22%), best:    9929/10000 (99.29%), error:       243.15309, best error:       233.78294 on epoch:    75, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 837.7559204102s, input_fired_time: 10.6293201447, output_fired_time: 6.9064979553, propagate_forward_time: 335.6308593750, propagate_backward_time: 473.6829223633, weight_update_time: 0.7835969925, other_time: 10.9063110352
epoch time: 70.3647308350s, input_fired_time: 1.1705830097, output_fired_time: 0.0000000000, propagate_forward_time: 67.2294387817, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9647064209
validation[          , genome 18341] predictions:    9926/  10000 (99.26%), best:    9929/10000 (99.29%), error:       242.35266, best error:       233.78294 on epoch:    75, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 855.3815917969s, input_fired_time: 10.6419572830, output_fired_time: 7.0906653404, propagate_forward_time: 341.3672180176, propagate_backward_time: 485.3186645508, weight_update_time: 0.7941390276, other_time: 10.9631042480
epoch time: 70.1361007690s, input_fired_time: 1.1404687166, output_fired_time: 0.0000000000, propagate_forward_time: 67.0387802124, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9568481445
validation[          , genome 18341] predictions:    9926/  10000 (99.26%), best:    9929/10000 (99.29%), error:       238.35097, best error:       233.78294 on epoch:    75, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 857.9328002930s, input_fired_time: 10.3040952682, output_fired_time: 7.0454077721, propagate_forward_time: 342.7339172363, propagate_backward_time: 487.6670837402, weight_update_time: 0.7546674609, other_time: 10.1823120117
epoch time: 69.7427673340s, input_fired_time: 1.0453269482, output_fired_time: 0.0000000000, propagate_forward_time: 66.9741744995, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7232666016
validation[          , genome 18341] predictions:    9927/  10000 (99.27%), best:    9929/10000 (99.29%), error:       243.13304, best error:       233.78294 on epoch:    75, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 862.5061645508s, input_fired_time: 10.1434841156, output_fired_time: 7.0650906563, propagate_forward_time: 344.1828308105, propagate_backward_time: 491.3813476562, weight_update_time: 0.7356041074, other_time: 9.7334289551
epoch time: 69.7336959839s, input_fired_time: 1.0452542305, output_fired_time: 0.0000000000, propagate_forward_time: 66.9691009521, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7193374634
validation[          , genome 18341] predictions:    9927/  10000 (99.27%), best:    9929/10000 (99.29%), error:       237.47714, best error:       233.78294 on epoch:    75, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 837.4200439453s, input_fired_time: 9.9851150513, output_fired_time: 6.8701477051, propagate_forward_time: 335.7207336426, propagate_backward_time: 475.1921997070, weight_update_time: 0.7203425765, other_time: 9.6518859863
epoch time: 69.7000579834s, input_fired_time: 1.0387464762, output_fired_time: 0.0000000000, propagate_forward_time: 66.9364471436, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7248611450
validation[          , genome 18341] predictions:    9929/  10000 (99.29%), best:    9929/10000 (99.29%), error:       243.26852, best error:       233.78294 on epoch:    75, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 833.8262329102s, input_fired_time: 9.9203548431, output_fired_time: 6.8194265366, propagate_forward_time: 334.7497253418, propagate_backward_time: 472.6953125000, weight_update_time: 0.7191939950, other_time: 9.6414489746
epoch time: 69.6956939697s, input_fired_time: 1.0370620489, output_fired_time: 0.0000000000, propagate_forward_time: 66.9347915649, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7238388062
validation[          , genome 18341] predictions:    9923/  10000 (99.23%), best:    9929/10000 (99.29%), error:       241.56741, best error:       233.78294 on epoch:    75, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 833.2280883789s, input_fired_time: 9.9208717346, output_fired_time: 6.7687158585, propagate_forward_time: 334.8221435547, propagate_backward_time: 472.0824890137, weight_update_time: 0.7185403109, other_time: 9.6338195801
epoch time: 69.6898803711s, input_fired_time: 1.0354598761, output_fired_time: 0.0000000000, propagate_forward_time: 66.9318847656, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7225341797
validation[          , genome 18341] predictions:    9926/  10000 (99.26%), best:    9929/10000 (99.29%), error:       240.68401, best error:       233.78294 on epoch:    75, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 832.8845825195s, input_fired_time: 9.9049062729, output_fired_time: 6.7622623444, propagate_forward_time: 334.7009277344, propagate_backward_time: 471.8959960938, weight_update_time: 0.7177209854, other_time: 9.6204833984
epoch time: 69.6828155518s, input_fired_time: 1.0372679234, output_fired_time: 0.0000000000, propagate_forward_time: 66.9241714478, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7213745117
validation[          , genome 18341] predictions:    9923/  10000 (99.23%), best:    9929/10000 (99.29%), error:       246.14221, best error:       233.78294 on epoch:    75, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 833.1502075195s, input_fired_time: 9.9206295013, output_fired_time: 6.7647838593, propagate_forward_time: 334.8926696777, propagate_backward_time: 471.9369201660, weight_update_time: 0.7200121880, other_time: 9.6351928711
epoch time: 69.7186203003s, input_fired_time: 1.0410670042, output_fired_time: 0.0000000000, propagate_forward_time: 66.9540405273, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7235107422
validation[          , genome 18341] predictions:    9925/  10000 (99.25%), best:    9929/10000 (99.29%), error:       238.26840, best error:       233.78294 on epoch:    75, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 839.8280029297s, input_fired_time: 9.9645185471, output_fired_time: 6.8257293701, propagate_forward_time: 336.9666442871, propagate_backward_time: 476.4142761230, weight_update_time: 0.7225321531, other_time: 9.6567993164
epoch time: 71.0735855103s, input_fired_time: 1.0561311245, output_fired_time: 0.0000000000, propagate_forward_time: 68.2856674194, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7317886353
validation[          , genome 18341] predictions:    9929/  10000 (99.29%), best:    9929/10000 (99.29%), error:       242.28661, best error:       233.78294 on epoch:    75, 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: 349.5632629395s, input_fired_time: 5.2507567406, output_fired_time: 0.0000000000, propagate_forward_time: 335.6492309570, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 8.6632690430
best training[          , genome 18341] predictions:   49999/  50000 (100.00%), best:    9929/10000 (99.29%), error:        98.78497, best error:       233.78294 on epoch:    75, 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: 69.6592788696s, input_fired_time: 1.0248152018, output_fired_time: 0.0000000000, propagate_forward_time: 66.9128952026, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7215652466
   testing[          , genome 18341] predictions:    9930/  10000 (99.30%), best:    9929/10000 (99.29%), error:       215.39645, best error:       233.78294 on epoch:    75, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
00:15:01 (1238): called boinc_finish(0)

</stderr_txt>
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