Nameexact_genome_1509103842_23_17950_0
Workunit2280101
Created29 Oct 2017, 21:37:35 UTC
Sent29 Oct 2017, 21:51:16 UTC
Report deadline20 Dec 2017, 2:59:54 UTC
Received30 Oct 2017, 21:20:23 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID64142
Run time23 hours 20 min 56 sec
CPU time21 hours 2 min 47 sec
Validate stateInitial
Credit0.00
Device peak FLOPS2.21 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size175.75 MB
Peak swap size180.86 MB
Peak disk usage6.54 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
3020325, propagate_forward_time: 442.6431884766, propagate_backward_time: 692.9678955078, weight_update_time: 1.1093869209, other_time: 15.9565429688
epoch time: 93.4204025269s, input_fired_time: 1.9796625376, output_fired_time: 0.0000000000, propagate_forward_time: 88.9433898926, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4973526001
validation[          , genome 17950] predictions:    9843/  10000 (98.43%), best:    9871/10000 (98.71%), error:       502.10968, best error:       463.59698 on epoch:    11, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 1201.2777099609s, input_fired_time: 16.7443256378, output_fired_time: 15.6779012680, propagate_forward_time: 451.1577453613, propagate_backward_time: 702.0181274414, weight_update_time: 0.9153203964, other_time: 15.6796264648
epoch time: 92.3596801758s, input_fired_time: 1.8093467951, output_fired_time: 0.0000000000, propagate_forward_time: 88.0527038574, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4976272583
validation[          , genome 17950] predictions:    9851/  10000 (98.51%), best:    9851/10000 (98.51%), error:       453.56458, best error:       453.56458 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 1182.3092041016s, input_fired_time: 15.4211034775, output_fired_time: 14.5998640060, propagate_forward_time: 440.5612792969, propagate_backward_time: 695.9960937500, weight_update_time: 1.0857750177, other_time: 15.7308349609
epoch time: 91.5630645752s, input_fired_time: 2.0017769337, output_fired_time: 0.0000000000, propagate_forward_time: 86.9932174683, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5680694580
validation[          , genome 17950] predictions:    9863/  10000 (98.63%), best:    9863/10000 (98.63%), error:       449.42502, best error:       449.42502 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 1144.1453857422s, input_fired_time: 14.7518539429, output_fired_time: 14.2657175064, propagate_forward_time: 427.0079345703, propagate_backward_time: 672.9075927734, weight_update_time: 1.0488777161, other_time: 15.2122802734
epoch time: 88.7147979736s, input_fired_time: 1.7161833048, output_fired_time: 0.0000000000, propagate_forward_time: 84.4933547974, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5052566528
validation[          , genome 17950] predictions:    9863/  10000 (98.63%), best:    9863/10000 (98.63%), error:       423.79990, best error:       423.79990 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 1129.7047119141s, input_fired_time: 15.2951154709, output_fired_time: 13.6384057999, propagate_forward_time: 422.1950988770, propagate_backward_time: 664.6051025391, weight_update_time: 0.8389284611, other_time: 13.9709472656
epoch time: 88.9349365234s, input_fired_time: 1.9142690897, output_fired_time: 0.0000000000, propagate_forward_time: 84.1029357910, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.9177322388
validation[          , genome 17950] predictions:    9858/  10000 (98.58%), best:    9863/10000 (98.63%), error:       452.12460, best error:       423.79990 on epoch:    18, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 1014.5020141602s, input_fired_time: 13.3972949982, output_fired_time: 12.1839151382, propagate_forward_time: 376.4945068359, propagate_backward_time: 599.5533447266, weight_update_time: 1.0151478052, other_time: 12.8729858398
epoch time: 60.8574829102s, input_fired_time: 1.3484261036, output_fired_time: 0.0000000000, propagate_forward_time: 57.5863533020, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9227027893
validation[          , genome 17950] predictions:    9855/  10000 (98.55%), best:    9863/10000 (98.63%), error:       450.19440, best error:       423.79990 on epoch:    18, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 794.3419189453s, input_fired_time: 11.1503343582, output_fired_time: 10.1396760941, propagate_forward_time: 292.8788146973, propagate_backward_time: 469.4802246094, weight_update_time: 0.7629508972, other_time: 10.6929016113
epoch time: 61.6641311646s, input_fired_time: 1.3639053106, output_fired_time: 0.0000000000, propagate_forward_time: 58.3528175354, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9474067688
validation[          , genome 17950] predictions:    9845/  10000 (98.45%), best:    9863/10000 (98.63%), error:       486.30878, best error:       423.79990 on epoch:    18, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 795.6868896484s, input_fired_time: 11.1130466461, output_fired_time: 10.0694513321, propagate_forward_time: 292.0029907227, propagate_backward_time: 471.8411865234, weight_update_time: 0.7607732415, other_time: 10.6602172852
epoch time: 59.9471206665s, input_fired_time: 1.3257602453, output_fired_time: 0.0000000000, propagate_forward_time: 56.7110671997, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9102935791
validation[          , genome 17950] predictions:    9864/  10000 (98.64%), best:    9863/10000 (98.63%), error:       430.18576, best error:       423.79990 on epoch:    18, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 790.3713378906s, input_fired_time: 11.0852699280, output_fired_time: 10.0266513824, propagate_forward_time: 288.8425598145, propagate_backward_time: 469.7698364258, weight_update_time: 0.7640144825, other_time: 10.6470031738
epoch time: 60.5038986206s, input_fired_time: 1.3431298733, output_fired_time: 0.0000000000, propagate_forward_time: 57.2276458740, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9331245422
validation[          , genome 17950] predictions:    9885/  10000 (98.85%), best:    9885/10000 (98.85%), error:       411.56631, best error:       411.56631 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 791.0622558594s, input_fired_time: 11.0737390518, output_fired_time: 9.9966726303, propagate_forward_time: 288.8919372559, propagate_backward_time: 470.4762878418, weight_update_time: 0.7596625090, other_time: 10.6236572266
epoch time: 60.5809516907s, input_fired_time: 1.3393597603, output_fired_time: 0.0000000000, propagate_forward_time: 57.3287162781, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9128761292
validation[          , genome 17950] predictions:    9856/  10000 (98.56%), best:    9885/10000 (98.85%), error:       487.48651, best error:       411.56631 on epoch:    23, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 798.9174804688s, input_fired_time: 11.1097087860, output_fired_time: 10.1319351196, propagate_forward_time: 290.4819946289, propagate_backward_time: 476.5693359375, weight_update_time: 0.7595231533, other_time: 10.6245117188
epoch time: 61.0540885925s, input_fired_time: 1.3581473827, output_fired_time: 0.0000000000, propagate_forward_time: 57.7760009766, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9199409485
validation[          , genome 17950] predictions:    9844/  10000 (98.44%), best:    9885/10000 (98.85%), error:       520.55334, best error:       411.56631 on epoch:    23, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 804.2757568359s, input_fired_time: 11.1480884552, output_fired_time: 10.1094999313, propagate_forward_time: 291.5295104980, propagate_backward_time: 480.8468017578, weight_update_time: 0.7584601641, other_time: 10.6418762207
epoch time: 60.6658210754s, input_fired_time: 1.3494647741, output_fired_time: 0.0000000000, propagate_forward_time: 57.3950843811, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9212722778
validation[          , genome 17950] predictions:    9852/  10000 (98.52%), best:    9885/10000 (98.85%), error:       468.16827, best error:       411.56631 on epoch:    23, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 794.6697998047s, input_fired_time: 11.0397977829, output_fired_time: 9.9223566055, propagate_forward_time: 287.1044616699, propagate_backward_time: 476.0097351074, weight_update_time: 0.7555986047, other_time: 10.5934448242
epoch time: 59.5184135437s, input_fired_time: 1.3268984556, output_fired_time: 0.0000000000, propagate_forward_time: 56.2829170227, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9085998535
validation[          , genome 17950] predictions:    9869/  10000 (98.69%), best:    9885/10000 (98.85%), error:       413.48059, best error:       411.56631 on epoch:    23, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 823.0123291016s, input_fired_time: 11.3130712509, output_fired_time: 10.0701494217, propagate_forward_time: 296.5859375000, propagate_backward_time: 494.4043884277, weight_update_time: 0.7602948546, other_time: 10.6388244629
epoch time: 84.6093292236s, input_fired_time: 1.6534293890, output_fired_time: 0.0000000000, propagate_forward_time: 80.5127639771, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4431381226
validation[          , genome 17950] predictions:    9870/  10000 (98.70%), best:    9885/10000 (98.85%), error:       418.15695, best error:       411.56631 on epoch:    23, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 1123.4665527344s, input_fired_time: 15.5192804337, output_fired_time: 13.1338462830, propagate_forward_time: 407.5770263672, propagate_backward_time: 673.8778686523, weight_update_time: 0.8228799105, other_time: 13.3585815430
epoch time: 86.1050415039s, input_fired_time: 1.8926647902, output_fired_time: 0.0000000000, propagate_forward_time: 81.7658309937, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4465484619
validation[          , genome 17950] predictions:    9877/  10000 (98.77%), best:    9877/10000 (98.77%), error:       367.70938, best error:       367.70938 on epoch:    29, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 1129.4061279297s, input_fired_time: 14.9184141159, output_fired_time: 15.0180101395, propagate_forward_time: 407.2641296387, propagate_backward_time: 678.0656738281, weight_update_time: 1.2267600298, other_time: 14.1397705078
epoch time: 85.7321853638s, input_fired_time: 1.6786919832, output_fired_time: 0.0000000000, propagate_forward_time: 81.4094848633, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6440048218
validation[          , genome 17950] predictions:    9866/  10000 (98.66%), best:    9877/10000 (98.77%), error:       443.26651, best error:       367.70938 on epoch:    29, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 1135.9323730469s, input_fired_time: 14.3467235565, output_fired_time: 13.5784358978, propagate_forward_time: 412.4530639648, propagate_backward_time: 681.4143676758, weight_update_time: 1.6359825134, other_time: 14.1397705078
epoch time: 85.5469512939s, input_fired_time: 1.8797538280, output_fired_time: 0.0000000000, propagate_forward_time: 80.8156280518, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.8515701294
validation[          , genome 17950] predictions:    9842/  10000 (98.42%), best:    9877/10000 (98.77%), error:       530.52948, best error:       367.70938 on epoch:    29, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 1125.8837890625s, input_fired_time: 15.2769975662, output_fired_time: 13.3287267685, propagate_forward_time: 407.7254028320, propagate_backward_time: 677.4757690430, weight_update_time: 0.8218362331, other_time: 12.0769042969
epoch time: 86.1617736816s, input_fired_time: 1.8783632517, output_fired_time: 0.0000000000, propagate_forward_time: 81.6289520264, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6544570923
validation[          , genome 17950] predictions:    9870/  10000 (98.70%), best:    9877/10000 (98.77%), error:       439.61819, best error:       367.70938 on epoch:    29, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 1014.1206054688s, input_fired_time: 13.2112512589, output_fired_time: 12.3654384613, propagate_forward_time: 359.9433898926, propagate_backward_time: 614.9944458008, weight_update_time: 1.0009945631, other_time: 13.6061401367
epoch time: 59.1516571045s, input_fired_time: 1.3196512461, output_fired_time: 0.0000000000, propagate_forward_time: 55.9368743896, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8951301575
validation[          , genome 17950] predictions:    9892/  10000 (98.92%), best:    9877/10000 (98.77%), error:       426.45068, best error:       367.70938 on epoch:    29, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 797.6940917969s, input_fired_time: 10.9844665527, output_fired_time: 9.8691415787, propagate_forward_time: 283.7681884766, propagate_backward_time: 482.6228942871, weight_update_time: 0.7495704293, other_time: 10.4493713379
epoch time: 58.8023567200s, input_fired_time: 1.3213894367, output_fired_time: 0.0000000000, propagate_forward_time: 55.5965499878, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8844184875
validation[          , genome 17950] predictions:    9882/  10000 (98.82%), best:    9877/10000 (98.77%), error:       407.11551, best error:       367.70938 on epoch:    29, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 780.8844604492s, input_fired_time: 10.8199214935, output_fired_time: 9.6259613037, propagate_forward_time: 276.4272155762, propagate_backward_time: 473.6679382324, weight_update_time: 0.7386610508, other_time: 10.3433837891
epoch time: 55.8897209167s, input_fired_time: 1.2653537989, output_fired_time: 0.0000000000, propagate_forward_time: 52.7917289734, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8326377869
validation[          , genome 17950] predictions:    9872/  10000 (98.72%), best:    9877/10000 (98.77%), error:       417.93234, best error:       367.70938 on epoch:    29, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 767.7905273438s, input_fired_time: 10.6985216141, output_fired_time: 9.4905557632, propagate_forward_time: 270.2589111328, propagate_backward_time: 467.1395568848, weight_update_time: 0.7286684513, other_time: 10.2029724121
epoch time: 56.4537620544s, input_fired_time: 1.2748053074, output_fired_time: 0.0000000000, propagate_forward_time: 53.3335304260, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8454246521
validation[          , genome 17950] predictions:    9859/  10000 (98.59%), best:    9877/10000 (98.77%), error:       452.68155, best error:       367.70938 on epoch:    29, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 770.5359497070s, input_fired_time: 10.7403268814, output_fired_time: 9.4304599762, propagate_forward_time: 272.2108154297, propagate_backward_time: 467.9465637207, weight_update_time: 0.7281575203, other_time: 10.2077331543
epoch time: 58.2359809875s, input_fired_time: 1.3101800680, output_fired_time: 0.0000000000, propagate_forward_time: 55.0651931763, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8606071472
validation[          , genome 17950] predictions:    9889/  10000 (98.89%), best:    9877/10000 (98.77%), error:       386.69000, best error:       367.70938 on epoch:    29, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 791.2229003906s, input_fired_time: 10.8852119446, output_fired_time: 9.7163114548, propagate_forward_time: 279.0009460449, propagate_backward_time: 481.2445678711, weight_update_time: 0.7445858121, other_time: 10.3758850098
epoch time: 59.5739936829s, input_fired_time: 1.3336447477, output_fired_time: 0.0000000000, propagate_forward_time: 56.3572349548, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8831138611
validation[          , genome 17950] predictions:    9844/  10000 (98.44%), best:    9877/10000 (98.77%), error:       477.13116, best error:       367.70938 on epoch:    29, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 795.2465820313s, input_fired_time: 10.9073438644, output_fired_time: 9.7446765900, propagate_forward_time: 280.5463256836, propagate_backward_time: 483.6132507324, weight_update_time: 0.7511571050, other_time: 10.4349670410
epoch time: 58.2009773254s, input_fired_time: 1.3107810020, output_fired_time: 0.0000000000, propagate_forward_time: 55.0101203918, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8800773621
validation[          , genome 17950] predictions:    9860/  10000 (98.60%), best:    9877/10000 (98.77%), error:       470.22946, best error:       367.70938 on epoch:    29, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 777.5671386719s, input_fired_time: 10.7365093231, output_fired_time: 9.5096168518, propagate_forward_time: 272.2178039551, propagate_backward_time: 474.7806091309, weight_update_time: 0.7383397222, other_time: 10.3225708008
epoch time: 57.1826705933s, input_fired_time: 1.2880296707, output_fired_time: 0.0000000000, propagate_forward_time: 54.0258293152, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8688125610
validation[          , genome 17950] predictions:    9897/  10000 (98.97%), best:    9877/10000 (98.77%), error:       377.29443, best error:       367.70938 on epoch:    29, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 782.2414550781s, input_fired_time: 10.8050136566, output_fired_time: 9.6713628769, propagate_forward_time: 274.2303161621, propagate_backward_time: 477.1599426270, weight_update_time: 0.7430858016, other_time: 10.3748168945
epoch time: 57.5941963196s, input_fired_time: 1.2968640327, output_fired_time: 0.0000000000, propagate_forward_time: 54.4392395020, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8580932617
validation[          , genome 17950] predictions:    9892/  10000 (98.92%), best:    9892/10000 (98.92%), error:       366.12689, best error:       366.12689 on epoch:    41, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 911.8703613281s, input_fired_time: 12.2465124130, output_fired_time: 10.6959896088, propagate_forward_time: 322.0130615234, propagate_backward_time: 555.9860229492, weight_update_time: 1.1463601589, other_time: 10.9287719727
epoch time: 71.7041397095s, input_fired_time: 1.9067755938, output_fired_time: 0.0000000000, propagate_forward_time: 67.3111114502, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4862518311
validation[          , genome 17950] predictions:    9862/  10000 (98.62%), best:    9892/10000 (98.92%), error:       437.59454, best error:       366.12689 on epoch:    41, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 969.8453369141s, input_fired_time: 12.7773532867, output_fired_time: 11.9511308670, propagate_forward_time: 342.6598815918, propagate_backward_time: 589.7721557617, weight_update_time: 0.7338971496, other_time: 12.6848754883
epoch time: 69.3870391846s, input_fired_time: 1.6656242609, output_fired_time: 0.0000000000, propagate_forward_time: 65.9039840698, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8174285889
validation[          , genome 17950] predictions:    9889/  10000 (98.89%), best:    9892/10000 (98.92%), error:       385.95990, best error:       366.12689 on epoch:    41, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 989.1417236328s, input_fired_time: 14.4916677475, output_fired_time: 12.2949705124, propagate_forward_time: 344.3487548828, propagate_backward_time: 605.2307128906, weight_update_time: 0.9459966421, other_time: 12.7756347656
epoch time: 71.5858001709s, input_fired_time: 1.5016162395, output_fired_time: 0.0000000000, propagate_forward_time: 67.6072311401, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4769515991
validation[          , genome 17950] predictions:    9867/  10000 (98.67%), best:    9892/10000 (98.92%), error:       449.60788, best error:       366.12689 on epoch:    41, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 999.1773681641s, input_fired_time: 12.7057361603, output_fired_time: 12.8245735168, propagate_forward_time: 352.1055603027, propagate_backward_time: 608.0779418945, weight_update_time: 0.9479110837, other_time: 13.4635620117
epoch time: 71.5598907471s, input_fired_time: 1.9040946960, output_fired_time: 0.0000000000, propagate_forward_time: 67.3853988647, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2703933716
validation[          , genome 17950] predictions:    9896/  10000 (98.96%), best:    9896/10000 (98.96%), error:       338.38046, best error:       338.38046 on epoch:    45, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 902.2293701172s, input_fired_time: 13.5140933990, output_fired_time: 10.7761192322, propagate_forward_time: 310.7016296387, propagate_backward_time: 554.4848022461, weight_update_time: 1.1167215109, other_time: 12.7527465820
epoch time: 39.3248672485s, input_fired_time: 1.0043079853, output_fired_time: 0.0000000000, propagate_forward_time: 36.7645721436, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5559883118
validation[          , genome 17950] predictions:    9890/  10000 (98.90%), best:    9896/10000 (98.96%), error:       365.92535, best error:       338.38046 on epoch:    45, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 595.3603515625s, input_fired_time: 9.2460975647, output_fired_time: 7.4649281502, propagate_forward_time: 199.6650543213, propagate_backward_time: 370.0237121582, weight_update_time: 0.6115921736, other_time: 8.9606018066
epoch time: 44.7447624207s, input_fired_time: 1.0965082645, output_fired_time: 0.0000000000, propagate_forward_time: 41.9602851868, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6879692078
validation[          , genome 17950] predictions:    9887/  10000 (98.87%), best:    9887/10000 (98.87%), error:       330.25891, best error:       330.25891 on epoch:    47, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 616.1216430664s, input_fired_time: 9.4058208466, output_fired_time: 7.6960577965, propagate_forward_time: 206.6154937744, propagate_backward_time: 383.2732849121, weight_update_time: 0.6254174113, other_time: 9.1310119629
epoch time: 40.5291709900s, input_fired_time: 1.0268822908, output_fired_time: 0.0000000000, propagate_forward_time: 37.9074401855, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5948486328
validation[          , genome 17950] predictions:    9880/  10000 (98.80%), best:    9887/10000 (98.87%), error:       389.67651, best error:       330.25891 on epoch:    47, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 640.8778686523s, input_fired_time: 9.6023321152, output_fired_time: 7.9240188599, propagate_forward_time: 216.9315643311, propagate_backward_time: 397.0958251953, weight_update_time: 0.6408647895, other_time: 9.3240966797
epoch time: 45.3624038696s, input_fired_time: 1.1077201366, output_fired_time: 0.0000000000, propagate_forward_time: 42.5751876831, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6794967651
validation[          , genome 17950] predictions:    9908/  10000 (99.08%), best:    9908/10000 (99.08%), error:       309.16702, best error:       309.16702 on epoch:    49, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 638.5885009766s, input_fired_time: 9.5706520081, output_fired_time: 7.8770999908, propagate_forward_time: 214.1664276123, propagate_backward_time: 397.7004089355, weight_update_time: 0.6388964057, other_time: 9.2738952637
epoch time: 45.7835884094s, input_fired_time: 1.1110924482, output_fired_time: 0.0000000000, propagate_forward_time: 42.9893989563, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6830978394
validation[          , genome 17950] predictions:    9881/  10000 (98.81%), best:    9908/10000 (99.08%), error:       374.66754, best error:       309.16702 on epoch:    49, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 617.3073730469s, input_fired_time: 9.4101772308, output_fired_time: 7.6986680031, propagate_forward_time: 206.4440612793, propagate_backward_time: 384.6679992676, weight_update_time: 0.6235845685, other_time: 9.0864868164
epoch time: 44.9542922974s, input_fired_time: 1.1031868458, output_fired_time: 0.0000000000, propagate_forward_time: 42.1867179871, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6643867493
validation[          , genome 17950] predictions:    9900/  10000 (99.00%), best:    9908/10000 (99.08%), error:       357.89456, best error:       309.16702 on epoch:    49, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 601.1901855469s, input_fired_time: 9.2608737946, output_fired_time: 7.4639477730, propagate_forward_time: 199.6019134521, propagate_backward_time: 375.8746948242, weight_update_time: 0.6153844595, other_time: 8.9887695313
epoch time: 38.2063789368s, input_fired_time: 0.9929317832, output_fired_time: 0.0000000000, propagate_forward_time: 35.6746864319, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5387611389
validation[          , genome 17950] predictions:    9904/  10000 (99.04%), best:    9908/10000 (99.08%), error:       317.22504, best error:       309.16702 on epoch:    49, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 572.6242065430s, input_fired_time: 9.0460853577, output_fired_time: 7.1613259315, propagate_forward_time: 189.0844573975, propagate_backward_time: 358.5768432617, weight_update_time: 0.5976912379, other_time: 8.7554931641
epoch time: 43.1638374329s, input_fired_time: 1.0768208504, output_fired_time: 0.0000000000, propagate_forward_time: 40.4549674988, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6320495605
validation[          , genome 17950] predictions:    9903/  10000 (99.03%), best:    9908/10000 (99.08%), error:       315.25247, best error:       309.16702 on epoch:    49, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 584.5123291016s, input_fired_time: 9.1422472000, output_fired_time: 7.3044552803, propagate_forward_time: 194.4949493408, propagate_backward_time: 364.6950683594, weight_update_time: 0.6064072251, other_time: 8.8756103516
epoch time: 42.6078376770s, input_fired_time: 1.0638678074, output_fired_time: 0.0000000000, propagate_forward_time: 39.9219627380, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6220054626
validation[          , genome 17950] predictions:    9905/  10000 (99.05%), best:    9908/10000 (99.08%), error:       333.20425, best error:       309.16702 on epoch:    49, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 576.9342041016s, input_fired_time: 9.0498294830, output_fired_time: 7.2166762352, propagate_forward_time: 189.7270965576, propagate_backward_time: 362.1761474609, weight_update_time: 0.5973976254, other_time: 8.7644653320
epoch time: 45.1600646973s, input_fired_time: 1.1063617468, output_fired_time: 0.0000000000, propagate_forward_time: 42.3856201172, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6680831909
validation[          , genome 17950] predictions:    9890/  10000 (98.90%), best:    9908/10000 (99.08%), error:       351.66122, best error:       309.16702 on epoch:    49, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 610.4179077148s, input_fired_time: 9.3462848663, output_fired_time: 7.6077809334, propagate_forward_time: 203.9857940674, propagate_backward_time: 380.4306030273, weight_update_time: 0.6209436655, other_time: 9.0474243164
epoch time: 42.7151374817s, input_fired_time: 1.0669441223, output_fired_time: 0.0000000000, propagate_forward_time: 39.9750785828, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6731147766
validation[          , genome 17950] predictions:    9888/  10000 (98.88%), best:    9908/10000 (99.08%), error:       368.55267, best error:       309.16702 on epoch:    49, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 594.7136840820s, input_fired_time: 9.2391748428, output_fired_time: 7.3792672157, propagate_forward_time: 198.6808776855, propagate_backward_time: 370.4535522461, weight_update_time: 0.6138767004, other_time: 8.9607849121
epoch time: 42.2307052612s, input_fired_time: 1.0585836172, output_fired_time: 0.0000000000, propagate_forward_time: 39.5496406555, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6224822998
validation[          , genome 17950] predictions:    9901/  10000 (99.01%), best:    9908/10000 (99.08%), error:       322.58337, best error:       309.16702 on epoch:    49, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 595.0699462891s, input_fired_time: 9.2166347504, output_fired_time: 7.4039711952, propagate_forward_time: 197.1597747803, propagate_backward_time: 372.3716735840, weight_update_time: 0.6123526692, other_time: 8.9178771973
epoch time: 44.0164299011s, input_fired_time: 1.0871031284, output_fired_time: 0.0000000000, propagate_forward_time: 41.2837524414, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6455726624
validation[          , genome 17950] predictions:    9909/  10000 (99.09%), best:    9909/10000 (99.09%), error:       296.96622, best error:       296.96622 on epoch:    58, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 583.6475830078s, input_fired_time: 9.1153421402, output_fired_time: 7.2750453949, propagate_forward_time: 192.2895355225, propagate_backward_time: 366.0753479004, weight_update_time: 0.6051548719, other_time: 8.8923034668
epoch time: 40.0593605042s, input_fired_time: 1.0278345346, output_fired_time: 0.0000000000, propagate_forward_time: 37.4329948425, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5985298157
validation[          , genome 17950] predictions:    9893/  10000 (98.93%), best:    9909/10000 (99.09%), error:       326.18311, best error:       296.96622 on epoch:    58, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 599.0793457031s, input_fired_time: 9.2610940933, output_fired_time: 7.4050607681, propagate_forward_time: 199.3177795410, propagate_backward_time: 374.0726318359, weight_update_time: 0.6148098111, other_time: 9.0227355957
epoch time: 44.7649536133s, input_fired_time: 1.1005686522, output_fired_time: 0.0000000000, propagate_forward_time: 41.9949455261, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6694412231
validation[          , genome 17950] predictions:    9899/  10000 (98.99%), best:    9909/10000 (99.09%), error:       344.97281, best error:       296.96622 on epoch:    58, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 619.9572753906s, input_fired_time: 9.4270334244, output_fired_time: 7.6527514458, propagate_forward_time: 207.4340667725, propagate_backward_time: 386.3309326172, weight_update_time: 0.6286346316, other_time: 9.1124267578
epoch time: 43.7685203552s, input_fired_time: 1.0862590075, output_fired_time: 0.0000000000, propagate_forward_time: 41.0290527344, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6532096863
validation[          , genome 17950] predictions:    9903/  10000 (99.03%), best:    9909/10000 (99.09%), error:       306.88727, best error:       296.96622 on epoch:    58, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 712.2153930664s, input_fired_time: 10.6787357330, output_fired_time: 9.2160587311, propagate_forward_time: 242.1529083252, propagate_backward_time: 440.5198669434, weight_update_time: 0.6416319013, other_time: 9.6478576660
epoch time: 61.4676780701s, input_fired_time: 1.3764833212, output_fired_time: 0.0000000000, propagate_forward_time: 57.7548522949, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3363418579
validation[          , genome 17950] predictions:    9889/  10000 (98.89%), best:    9909/10000 (99.09%), error:       340.90182, best error:       296.96622 on epoch:    58, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 896.1265258789s, input_fired_time: 13.1132955551, output_fired_time: 11.2003030777, propagate_forward_time: 307.0387878418, propagate_backward_time: 553.5202026367, weight_update_time: 0.6938498616, other_time: 11.2539672852
epoch time: 65.7745132446s, input_fired_time: 1.2292940617, output_fired_time: 0.0000000000, propagate_forward_time: 62.5506286621, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9945907593
validation[          , genome 17950] predictions:    9888/  10000 (98.88%), best:    9909/10000 (99.09%), error:       341.22977, best error:       296.96622 on epoch:    58, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 812.5205078125s, input_fired_time: 11.3092727661, output_fired_time: 10.4734430313, propagate_forward_time: 272.7951660156, propagate_backward_time: 506.5445251465, weight_update_time: 0.6468742490, other_time: 11.3981018066
epoch time: 59.7749328613s, input_fired_time: 1.3571346998, output_fired_time: 0.0000000000, propagate_forward_time: 56.3149108887, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1028862000
validation[          , genome 17950] predictions:    9908/  10000 (99.08%), best:    9909/10000 (99.09%), error:       324.57559, best error:       296.96622 on epoch:    58, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 796.7964477539s, input_fired_time: 12.0268840790, output_fired_time: 10.3007116318, propagate_forward_time: 267.8004150391, propagate_backward_time: 495.5928344727, weight_update_time: 0.8454765677, other_time: 11.0756225586
epoch time: 54.5825691223s, input_fired_time: 1.2922356129, output_fired_time: 0.0000000000, propagate_forward_time: 51.0324249268, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2579078674
validation[          , genome 17950] predictions:    9905/  10000 (99.05%), best:    9909/10000 (99.09%), error:       305.71573, best error:       296.96622 on epoch:    58, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 699.3765869141s, input_fired_time: 11.1734819412, output_fired_time: 8.2093009949, propagate_forward_time: 230.0557403564, propagate_backward_time: 439.8592224121, weight_update_time: 0.7922154069, other_time: 10.0788879395
epoch time: 47.6550788879s, input_fired_time: 1.2007809877, output_fired_time: 0.0000000000, propagate_forward_time: 44.7077407837, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7465553284
validation[          , genome 17950] predictions:    9908/  10000 (99.08%), best:    9909/10000 (99.09%), error:       305.24817, best error:       296.96622 on epoch:    58, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 684.3118286133s, input_fired_time: 12.0816164017, output_fired_time: 8.2972145081, propagate_forward_time: 222.5820617676, propagate_backward_time: 430.1573181152, weight_update_time: 0.7823845744, other_time: 11.1936035156
epoch time: 47.4892120361s, input_fired_time: 1.3994607925, output_fired_time: 0.0000000000, propagate_forward_time: 43.9302368164, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1595153809
validation[          , genome 17950] predictions:    9917/  10000 (99.17%), best:    9917/10000 (99.17%), error:       292.08896, best error:       292.08896 on epoch:    67, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 682.7598266602s, input_fired_time: 11.2562723160, output_fired_time: 7.8684735298, propagate_forward_time: 225.8681488037, propagate_backward_time: 426.7909851074, weight_update_time: 0.5787695050, other_time: 10.9759216309
epoch time: 47.7900161743s, input_fired_time: 1.4011152983, output_fired_time: 0.0000000000, propagate_forward_time: 44.4258193970, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9630813599
validation[          , genome 17950] predictions:    9908/  10000 (99.08%), best:    9917/10000 (99.17%), error:       305.17038, best error:       292.08896 on epoch:    67, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 680.7091674805s, input_fired_time: 12.0459928513, output_fired_time: 7.8546876907, propagate_forward_time: 224.5867614746, propagate_backward_time: 425.6605224609, weight_update_time: 0.5774095058, other_time: 10.5611877441
epoch time: 47.6723861694s, input_fired_time: 1.5974496603, output_fired_time: 0.0000000000, propagate_forward_time: 44.1243858337, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9505500793
validation[          , genome 17950] predictions:    9913/  10000 (99.13%), best:    9913/10000 (99.13%), error:       285.23080, best error:       285.23080 on epoch:    69, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 679.6019897461s, input_fired_time: 11.2208356857, output_fired_time: 10.2946205139, propagate_forward_time: 217.8165740967, propagate_backward_time: 429.1123352051, weight_update_time: 0.9826470613, other_time: 11.1576232910
epoch time: 47.3701629639s, input_fired_time: 1.1953808069, output_fired_time: 0.0000000000, propagate_forward_time: 44.2373352051, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9374465942
validation[          , genome 17950] predictions:    9905/  10000 (99.05%), best:    9913/10000 (99.13%), error:       298.80396, best error:       285.23080 on epoch:    69, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 682.6899414063s, input_fired_time: 11.4558677673, output_fired_time: 9.5072298050, propagate_forward_time: 212.4727935791, propagate_backward_time: 439.9083862305, weight_update_time: 0.5781719685, other_time: 9.3457031250
epoch time: 47.6909370422s, input_fired_time: 1.2031680346, output_fired_time: 0.0000000000, propagate_forward_time: 44.5339088440, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9538612366
validation[          , genome 17950] predictions:    9906/  10000 (99.06%), best:    9913/10000 (99.13%), error:       298.83795, best error:       285.23080 on epoch:    69, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 685.4883422852s, input_fired_time: 11.4820251465, output_fired_time: 7.8901467323, propagate_forward_time: 229.1198425293, propagate_backward_time: 427.0296325684, weight_update_time: 0.7817081213, other_time: 9.9667358398
epoch time: 47.1970787048s, input_fired_time: 1.3961260319, output_fired_time: 0.0000000000, propagate_forward_time: 44.0583686829, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7425842285
validation[          , genome 17950] predictions:    9903/  10000 (99.03%), best:    9913/10000 (99.13%), error:       305.60843, best error:       285.23080 on epoch:    69, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 608.5281982422s, input_fired_time: 9.6125030518, output_fired_time: 7.8411870003, propagate_forward_time: 199.6671905518, propagate_backward_time: 382.4619140625, weight_update_time: 0.5772339702, other_time: 8.9454345703
epoch time: 37.5694389343s, input_fired_time: 0.9871860743, output_fired_time: 0.0000000000, propagate_forward_time: 35.0587501526, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5235023499
validation[          , genome 17950] predictions:    9908/  10000 (99.08%), best:    9913/10000 (99.13%), error:       308.57596, best error:       285.23080 on epoch:    69, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 542.5617065430s, input_fired_time: 8.7819423676, output_fired_time: 6.8004312515, propagate_forward_time: 176.4249420166, propagate_backward_time: 342.0551452637, weight_update_time: 0.5741094351, other_time: 8.4992980957
epoch time: 37.6568260193s, input_fired_time: 0.9847061634, output_fired_time: 0.0000000000, propagate_forward_time: 35.1471328735, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5249862671
validation[          , genome 17950] predictions:    9906/  10000 (99.06%), best:    9913/10000 (99.13%), error:       314.67615, best error:       285.23080 on epoch:    69, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 542.7935791016s, input_fired_time: 8.7782564163, output_fired_time: 6.8198752403, propagate_forward_time: 176.1452331543, propagate_backward_time: 342.5290527344, weight_update_time: 0.5751336813, other_time: 8.5211486816
epoch time: 37.6996879578s, input_fired_time: 0.9941684008, output_fired_time: 0.0000000000, propagate_forward_time: 35.1665992737, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5389213562
validation[          , genome 17950] predictions:    9901/  10000 (99.01%), best:    9913/10000 (99.13%), error:       311.23035, best error:       285.23080 on epoch:    69, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 543.4279785156s, input_fired_time: 8.7997894287, output_fired_time: 6.8275265694, propagate_forward_time: 176.5970153809, propagate_backward_time: 342.6769714355, weight_update_time: 0.5759022832, other_time: 8.5266723633
epoch time: 37.5671615601s, input_fired_time: 0.9829561114, output_fired_time: 0.0000000000, propagate_forward_time: 35.0507087708, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5334968567
validation[          , genome 17950] predictions:    9911/  10000 (99.11%), best:    9913/10000 (99.13%), error:       293.53101, best error:       285.23080 on epoch:    69, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 542.6138305664s, input_fired_time: 8.7808532715, output_fired_time: 6.8218598366, propagate_forward_time: 176.1295928955, propagate_backward_time: 342.3539428711, weight_update_time: 0.5752713680, other_time: 8.5276489258
epoch time: 37.6163024902s, input_fired_time: 0.9886064529, output_fired_time: 0.0000000000, propagate_forward_time: 35.0829010010, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5447959900
validation[          , genome 17950] predictions:    9923/  10000 (99.23%), best:    9913/10000 (99.13%), error:       292.30511, best error:       285.23080 on epoch:    69, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 546.4983520508s, input_fired_time: 8.8225193024, output_fired_time: 6.8661332130, propagate_forward_time: 177.7262725830, propagate_backward_time: 344.5644226074, weight_update_time: 0.5764494538, other_time: 8.5190124512
epoch time: 37.9505081177s, input_fired_time: 0.9974187016, output_fired_time: 0.0000000000, propagate_forward_time: 35.4098625183, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5432281494
validation[          , genome 17950] predictions:    9913/  10000 (99.13%), best:    9913/10000 (99.13%), error:       295.47153, best error:       285.23080 on epoch:    69, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 546.0789794922s, input_fired_time: 8.8271541595, output_fired_time: 6.8368530273, propagate_forward_time: 177.4017486572, propagate_backward_time: 344.4356689453, weight_update_time: 0.5790753365, other_time: 8.5775756836
epoch time: 37.5398979187s, input_fired_time: 0.9885960221, output_fired_time: 0.0000000000, propagate_forward_time: 35.0120849609, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5392150879
validation[          , genome 17950] predictions:    9907/  10000 (99.07%), best:    9913/10000 (99.13%), error:       304.32806, best error:       285.23080 on epoch:    69, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 542.3626708984s, input_fired_time: 8.7920322418, output_fired_time: 6.8179678917, propagate_forward_time: 175.9519042969, propagate_backward_time: 342.2840270996, weight_update_time: 0.5739637017, other_time: 8.5166931152
epoch time: 37.5093803406s, input_fired_time: 0.9896980524, output_fired_time: 0.0000000000, propagate_forward_time: 34.9932899475, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5263938904
validation[          , genome 17950] predictions:    9911/  10000 (99.11%), best:    9913/10000 (99.13%), error:       295.96027, best error:       285.23080 on epoch:    69, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 549.3046875000s, input_fired_time: 8.8584537506, output_fired_time: 6.8886275291, propagate_forward_time: 178.6239471436, propagate_backward_time: 346.3952026367, weight_update_time: 0.5788074732, other_time: 8.5384521484
epoch time: 38.4948539734s, input_fired_time: 1.0088987350, output_fired_time: 0.0000000000, propagate_forward_time: 35.9280548096, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5578994751
validation[          , genome 17950] predictions:    9864/  10000 (98.64%), best:    9913/10000 (99.13%), error:       450.31021, best error:       285.23080 on epoch:    69, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 552.4431762695s, input_fired_time: 8.8970403671, output_fired_time: 6.9189348221, propagate_forward_time: 180.6873321533, propagate_backward_time: 347.3313293457, weight_update_time: 0.5822107792, other_time: 8.6085510254
epoch time: 38.4443054199s, input_fired_time: 1.0054731369, output_fired_time: 0.0000000000, propagate_forward_time: 35.8846435547, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5541877747
validation[          , genome 17950] predictions:    9919/  10000 (99.19%), best:    9919/10000 (99.19%), error:       282.66403, best error:       282.66403 on epoch:    82, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 547.1918945313s, input_fired_time: 8.8560419083, output_fired_time: 6.8752331734, propagate_forward_time: 177.9554595947, propagate_backward_time: 344.9518432617, weight_update_time: 0.5779578090, other_time: 8.5533447266
epoch time: 37.8859558105s, input_fired_time: 0.9991912842, output_fired_time: 0.0000000000, propagate_forward_time: 35.3463363647, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5404281616
validation[          , genome 17950] predictions:    9909/  10000 (99.09%), best:    9919/10000 (99.19%), error:       312.13690, best error:       282.66403 on epoch:    82, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 544.8935546875s, input_fired_time: 8.8386116028, output_fired_time: 6.8550205231, propagate_forward_time: 177.0739746094, propagate_backward_time: 343.5780639648, weight_update_time: 0.5761458278, other_time: 8.5478515625
epoch time: 37.5729789734s, input_fired_time: 0.9935536385, output_fired_time: 0.0000000000, propagate_forward_time: 35.0497970581, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5296287537
validation[          , genome 17950] predictions:    9915/  10000 (99.15%), best:    9919/10000 (99.19%), error:       286.98004, best error:       282.66403 on epoch:    82, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 542.0864868164s, input_fired_time: 8.8133659363, output_fired_time: 6.8086895943, propagate_forward_time: 176.0998840332, propagate_backward_time: 341.8671264648, weight_update_time: 0.5741675496, other_time: 8.4974060059
epoch time: 37.5040588379s, input_fired_time: 0.9946464300, output_fired_time: 0.0000000000, propagate_forward_time: 34.9890060425, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5204048157
validation[          , genome 17950] predictions:    9913/  10000 (99.13%), best:    9919/10000 (99.19%), error:       291.58646, best error:       282.66403 on epoch:    82, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 541.5923461914s, input_fired_time: 8.8114671707, output_fired_time: 6.8003802299, propagate_forward_time: 175.9050750732, propagate_backward_time: 341.5588989258, weight_update_time: 0.5748601556, other_time: 8.5165405273
epoch time: 37.5089492798s, input_fired_time: 0.9922041893, output_fired_time: 0.0000000000, propagate_forward_time: 35.0024261475, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5143203735
validation[          , genome 17950] predictions:    9913/  10000 (99.13%), best:    9913/10000 (99.13%), error:       282.30997, best error:       282.30997 on epoch:    86, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 542.2089843750s, input_fired_time: 8.8096303940, output_fired_time: 6.8083562851, propagate_forward_time: 176.0897369385, propagate_backward_time: 341.9883728027, weight_update_time: 0.5757330060, other_time: 8.5129089355
epoch time: 37.6223793030s, input_fired_time: 0.9959397316, output_fired_time: 0.0000000000, propagate_forward_time: 35.0926589966, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5337791443
validation[          , genome 17950] predictions:    9911/  10000 (99.11%), best:    9913/10000 (99.13%), error:       285.68356, best error:       282.30997 on epoch:    86, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 541.6452026367s, input_fired_time: 8.8049669266, output_fired_time: 6.7952475548, propagate_forward_time: 175.5443115234, propagate_backward_time: 342.0036926270, weight_update_time: 0.5744373202, other_time: 8.4969787598
epoch time: 37.5039939880s, input_fired_time: 0.9937013984, output_fired_time: 0.0000000000, propagate_forward_time: 34.9874305725, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5228614807
validation[          , genome 17950] predictions:    9915/  10000 (99.15%), best:    9913/10000 (99.13%), error:       288.80624, best error:       282.30997 on epoch:    86, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 540.9917602539s, input_fired_time: 8.8120002747, output_fired_time: 6.7936062813, propagate_forward_time: 175.3810119629, propagate_backward_time: 341.5185546875, weight_update_time: 0.5740011930, other_time: 8.4866027832
epoch time: 37.5522956848s, input_fired_time: 0.9968984723, output_fired_time: 0.0000000000, propagate_forward_time: 35.0316848755, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5237121582
validation[          , genome 17950] predictions:    9916/  10000 (99.16%), best:    9916/10000 (99.16%), error:       276.04285, best error:       276.04285 on epoch:    89, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 541.5371093750s, input_fired_time: 8.7997827530, output_fired_time: 6.7869095802, propagate_forward_time: 175.7100982666, propagate_backward_time: 341.7532348633, weight_update_time: 0.5738612413, other_time: 8.4870605469
epoch time: 37.5608291626s, input_fired_time: 0.9947172403, output_fired_time: 0.0000000000, propagate_forward_time: 35.0430984497, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5230140686
validation[          , genome 17950] predictions:    9916/  10000 (99.16%), best:    9916/10000 (99.16%), error:       276.32715, best error:       276.04285 on epoch:    89, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 541.2967529297s, input_fired_time: 8.8018932343, output_fired_time: 6.7972555161, propagate_forward_time: 175.6234588623, propagate_backward_time: 341.5906066895, weight_update_time: 0.5734809041, other_time: 8.4835510254
epoch time: 37.4981803894s, input_fired_time: 0.9926226735, output_fired_time: 0.0000000000, propagate_forward_time: 34.9880599976, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5174980164
validation[          , genome 17950] predictions:    9908/  10000 (99.08%), best:    9916/10000 (99.16%), error:       287.90884, best error:       276.04285 on epoch:    89, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 540.9458007813s, input_fired_time: 8.8140239716, output_fired_time: 6.7949848175, propagate_forward_time: 175.4263916016, propagate_backward_time: 341.4208679199, weight_update_time: 0.5736645460, other_time: 8.4895324707
epoch time: 37.6942672729s, input_fired_time: 0.9980255365, output_fired_time: 0.0000000000, propagate_forward_time: 35.1706542969, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5255889893
validation[          , genome 17950] predictions:    9913/  10000 (99.13%), best:    9916/10000 (99.16%), error:       278.86923, best error:       276.04285 on epoch:    89, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 542.3032226563s, input_fired_time: 8.8103742599, output_fired_time: 6.8129301071, propagate_forward_time: 175.7141876221, propagate_backward_time: 342.4696350098, weight_update_time: 0.5739779472, other_time: 8.4961242676
epoch time: 37.5074234009s, input_fired_time: 0.9947727323, output_fired_time: 0.0000000000, propagate_forward_time: 34.9852371216, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5274124146
validation[          , genome 17950] predictions:    9916/  10000 (99.16%), best:    9916/10000 (99.16%), error:       284.82709, best error:       276.04285 on epoch:    89, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 542.5640869141s, input_fired_time: 8.8146610260, output_fired_time: 6.8146657944, propagate_forward_time: 176.0665740967, propagate_backward_time: 342.3535156250, weight_update_time: 0.5752402544, other_time: 8.5147094727
epoch time: 37.4902763367s, input_fired_time: 0.9934283495, output_fired_time: 0.0000000000, propagate_forward_time: 34.9769668579, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5198822021
validation[          , genome 17950] predictions:    9912/  10000 (99.12%), best:    9916/10000 (99.16%), error:       287.37646, best error:       276.04285 on epoch:    89, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 541.6026000977s, input_fired_time: 8.8068065643, output_fired_time: 6.7970671654, propagate_forward_time: 175.8660278320, propagate_backward_time: 341.6505126953, weight_update_time: 0.5733193755, other_time: 8.4821777344
epoch time: 37.5715713501s, input_fired_time: 0.9954002500, output_fired_time: 0.0000000000, propagate_forward_time: 35.0555953979, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5205764771
validation[          , genome 17950] predictions:    9916/  10000 (99.16%), best:    9916/10000 (99.16%), error:       277.06937, best error:       276.04285 on epoch:    89, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 541.4306640625s, input_fired_time: 8.8144893646, output_fired_time: 6.7914433479, propagate_forward_time: 175.8440704346, propagate_backward_time: 341.4973144531, weight_update_time: 0.5732390285, other_time: 8.4833374023
epoch time: 37.5207328796s, input_fired_time: 0.9911704659, output_fired_time: 0.0000000000, propagate_forward_time: 35.0075607300, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5220031738
validation[          , genome 17950] predictions:    9915/  10000 (99.15%), best:    9916/10000 (99.16%), error:       283.65433, best error:       276.04285 on epoch:    89, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 541.6665039063s, input_fired_time: 8.8180971146, output_fired_time: 6.8010525703, propagate_forward_time: 175.9651489258, propagate_backward_time: 341.5976562500, weight_update_time: 0.5738084912, other_time: 8.4845581055
epoch time: 37.4913253784s, input_fired_time: 0.9952970743, output_fired_time: 0.0000000000, propagate_forward_time: 34.9788017273, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5172271729
validation[          , genome 17950] predictions:    9917/  10000 (99.17%), best:    9916/10000 (99.16%), error:       285.30457, best error:       276.04285 on epoch:    89, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 540.5897216797s, input_fired_time: 8.8188638687, output_fired_time: 6.7865719795, propagate_forward_time: 175.2743682861, propagate_backward_time: 341.2402954102, weight_update_time: 0.5725668073, other_time: 8.4696655273
epoch time: 37.5687179565s, input_fired_time: 0.9950544834, output_fired_time: 0.0000000000, propagate_forward_time: 35.0548553467, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5188064575
validation[          , genome 17950] predictions:    9914/  10000 (99.14%), best:    9914/10000 (99.14%), error:       274.08417, best error:       274.08417 on epoch:    98, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 541.4091796875s, input_fired_time: 8.8150691986, output_fired_time: 6.8066878319, propagate_forward_time: 175.6673126221, propagate_backward_time: 341.6308288574, weight_update_time: 0.5736612082, other_time: 8.4892883301
epoch time: 37.4855232239s, input_fired_time: 0.9959041476, output_fired_time: 0.0000000000, propagate_forward_time: 34.9718017578, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5178184509
validation[          , genome 17950] predictions:    9909/  10000 (99.09%), best:    9914/10000 (99.14%), error:       280.08707, best error:       274.08417 on epoch:    98, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 541.9406127930s, input_fired_time: 8.8169450760, output_fired_time: 6.8125305176, propagate_forward_time: 175.9177246094, propagate_backward_time: 341.9035644531, weight_update_time: 0.5731645226, other_time: 8.4898681641
epoch time: 37.5689392090s, input_fired_time: 0.9933334589, output_fired_time: 0.0000000000, propagate_forward_time: 35.0584716797, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5171356201
validation[          , genome 17950] predictions:    9914/  10000 (99.14%), best:    9914/10000 (99.14%), error:       269.46713, best error:       269.46713 on epoch:   100, 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: 188.5684051514s, input_fired_time: 5.0050554276, output_fired_time: 0.0000000000, propagate_forward_time: 175.9087982178, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 7.6545562744
best training[          , genome 17950] predictions:   50000/  50000 (100.00%), best:    9914/10000 (99.14%), error:       100.15183, best error:       269.46713 on epoch:   100, 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: 37.5317802429s, input_fired_time: 0.9828320146, output_fired_time: 0.0000000000, propagate_forward_time: 35.0323677063, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5165786743
   testing[          , genome 17950] predictions:    9909/  10000 (99.09%), best:    9914/10000 (99.14%), error:       267.84845, best error:       269.46713 on epoch:   100, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
22:12:20 (6692): called boinc_finish(0)

</stderr_txt>
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