Nameexact_genome_1508499903_24_14798_1
Workunit2264367
Created24 Oct 2017, 16:16:14 UTC
Sent24 Oct 2017, 17:06:30 UTC
Report deadline11 Dec 2017, 4:17:40 UTC
Received28 Oct 2017, 12:36:00 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID52322
Run time1 days 2 hours 3 min 53 sec
CPU time1 days 1 hours 58 min 37 sec
Validate stateValid
Credit11,866.52
Device peak FLOPS2.94 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size173.37 MB
Peak swap size171.87 MB
Peak disk usage6.00 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
.2815551758
epoch time: 67.4170684814s, input_fired_time: 1.2366726398, output_fired_time: 0.0000000000, propagate_forward_time: 64.3625411987, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8178558350
validation[          , genome 14798] predictions:    9771/  10000 (97.71%), best:    9831/10000 (98.31%), error:       653.11804, best error:       503.17621 on epoch:     3, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 858.0964355469s, input_fired_time: 10.0230503082, output_fired_time: 10.4046001434, propagate_forward_time: 319.4668579102, propagate_backward_time: 507.8817138672, weight_update_time: 0.9573215842, other_time: 10.3201904297
epoch time: 66.1657333374s, input_fired_time: 1.2279007435, output_fired_time: 0.0000000000, propagate_forward_time: 63.1297187805, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8081169128
validation[          , genome 14798] predictions:    9849/  10000 (98.49%), best:    9849/10000 (98.49%), error:       491.29965, best error:       491.29965 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 859.1149291992s, input_fired_time: 10.0316419601, output_fired_time: 10.4005327225, propagate_forward_time: 320.3226623535, propagate_backward_time: 508.0350952148, weight_update_time: 0.9654154181, other_time: 10.3250122070
epoch time: 66.7943115234s, input_fired_time: 1.2433207035, output_fired_time: 0.0000000000, propagate_forward_time: 63.7297744751, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8212127686
validation[          , genome 14798] predictions:    9854/  10000 (98.54%), best:    9854/10000 (98.54%), error:       472.33679, best error:       472.33679 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 859.7722167969s, input_fired_time: 10.0283136368, output_fired_time: 10.3759603500, propagate_forward_time: 320.6635437012, propagate_backward_time: 508.4264831543, weight_update_time: 0.9583587646, other_time: 10.2778625488
epoch time: 67.2887954712s, input_fired_time: 1.2395417690, output_fired_time: 0.0000000000, propagate_forward_time: 64.2369461060, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8123092651
validation[          , genome 14798] predictions:    9800/  10000 (98.00%), best:    9854/10000 (98.54%), error:       586.99573, best error:       472.33679 on epoch:    17, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 858.8718872070s, input_fired_time: 10.0369319916, output_fired_time: 10.4144687653, propagate_forward_time: 320.0396423340, propagate_backward_time: 508.0391235352, weight_update_time: 0.9614153504, other_time: 10.3417358398
epoch time: 67.1922149658s, input_fired_time: 1.2377651930, output_fired_time: 0.0000000000, propagate_forward_time: 64.1506958008, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8037567139
validation[          , genome 14798] predictions:    9862/  10000 (98.62%), best:    9862/10000 (98.62%), error:       452.21402, best error:       452.21402 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 859.1562500000s, input_fired_time: 10.0348548889, output_fired_time: 10.3965139389, propagate_forward_time: 320.0880432129, propagate_backward_time: 508.3201599121, weight_update_time: 0.9596257210, other_time: 10.3166809082
epoch time: 67.0253067017s, input_fired_time: 1.2398312092, output_fired_time: 0.0000000000, propagate_forward_time: 63.9736671448, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8118095398
validation[          , genome 14798] predictions:    9847/  10000 (98.47%), best:    9847/10000 (98.47%), error:       440.89816, best error:       440.89816 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 859.7817382813s, input_fired_time: 10.0400323868, output_fired_time: 10.3964071274, propagate_forward_time: 320.2876586914, propagate_backward_time: 508.7866821289, weight_update_time: 0.9580940604, other_time: 10.2709350586
epoch time: 67.0432357788s, input_fired_time: 1.2446198463, output_fired_time: 0.0000000000, propagate_forward_time: 63.9908294678, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8077850342
validation[          , genome 14798] predictions:    9859/  10000 (98.59%), best:    9859/10000 (98.59%), error:       435.97433, best error:       435.97433 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 863.7648925781s, input_fired_time: 10.0880517960, output_fired_time: 10.4545125961, propagate_forward_time: 321.7543945313, propagate_backward_time: 511.1386413574, weight_update_time: 0.9610773921, other_time: 10.3292541504
epoch time: 67.7472457886s, input_fired_time: 1.2547792196, output_fired_time: 0.0000000000, propagate_forward_time: 64.6532440186, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8392257690
validation[          , genome 14798] predictions:    9847/  10000 (98.47%), best:    9859/10000 (98.59%), error:       498.76263, best error:       435.97433 on epoch:    21, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 864.8193969727s, input_fired_time: 10.1073141098, output_fired_time: 10.4147500992, propagate_forward_time: 322.0886230469, propagate_backward_time: 511.8388061523, weight_update_time: 0.9627813101, other_time: 10.3699340820
epoch time: 67.7774429321s, input_fired_time: 1.2432068586, output_fired_time: 0.0000000000, propagate_forward_time: 64.7200698853, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8141632080
validation[          , genome 14798] predictions:    9847/  10000 (98.47%), best:    9859/10000 (98.59%), error:       482.66690, best error:       435.97433 on epoch:    21, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 861.2881469727s, input_fired_time: 10.0853815079, output_fired_time: 10.4449510574, propagate_forward_time: 320.6407775879, propagate_backward_time: 509.7389526367, weight_update_time: 0.9631671906, other_time: 10.3781127930
epoch time: 67.7999496460s, input_fired_time: 1.2577011585, output_fired_time: 0.0000000000, propagate_forward_time: 64.7068405151, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8354110718
validation[          , genome 14798] predictions:    9841/  10000 (98.41%), best:    9859/10000 (98.59%), error:       471.65723, best error:       435.97433 on epoch:    21, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 863.4986572266s, input_fired_time: 10.1242589951, output_fired_time: 10.4372301102, propagate_forward_time: 322.0301818848, propagate_backward_time: 510.5422363281, weight_update_time: 0.9619571567, other_time: 10.3647460938
epoch time: 67.0768127441s, input_fired_time: 1.2478262186, output_fired_time: 0.0000000000, propagate_forward_time: 64.0065917969, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8223953247
validation[          , genome 14798] predictions:    9858/  10000 (98.58%), best:    9859/10000 (98.59%), error:       458.84793, best error:       435.97433 on epoch:    21, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 864.1128540039s, input_fired_time: 10.1253089905, output_fired_time: 10.4696817398, propagate_forward_time: 322.2941284180, propagate_backward_time: 510.8596801758, weight_update_time: 0.9676261544, other_time: 10.3640747070
epoch time: 68.3961791992s, input_fired_time: 1.2559261322, output_fired_time: 0.0000000000, propagate_forward_time: 65.2862091064, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8540420532
validation[          , genome 14798] predictions:    9761/  10000 (97.61%), best:    9859/10000 (98.59%), error:       776.45892, best error:       435.97433 on epoch:    21, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 862.4194335938s, input_fired_time: 10.0906867981, output_fired_time: 10.4293766022, propagate_forward_time: 321.4632873535, propagate_backward_time: 510.1065979004, weight_update_time: 0.9593881369, other_time: 10.3294372559
epoch time: 67.5133666992s, input_fired_time: 1.2575075626, output_fired_time: 0.0000000000, propagate_forward_time: 64.4304733276, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8253860474
validation[          , genome 14798] predictions:    9878/  10000 (98.78%), best:    9878/10000 (98.78%), error:       429.09708, best error:       429.09708 on epoch:    27, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 862.3215332031s, input_fired_time: 10.1001663208, output_fired_time: 10.4505872726, propagate_forward_time: 321.9281311035, propagate_backward_time: 509.5704345703, weight_update_time: 0.9529311657, other_time: 10.2722167969
epoch time: 67.3680572510s, input_fired_time: 1.2541021109, output_fired_time: 0.0000000000, propagate_forward_time: 64.2678375244, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8461151123
validation[          , genome 14798] predictions:    9864/  10000 (98.64%), best:    9878/10000 (98.78%), error:       430.89871, best error:       429.09708 on epoch:    27, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 862.1131591797s, input_fired_time: 10.1203498840, output_fired_time: 10.4302415848, propagate_forward_time: 321.5544738770, propagate_backward_time: 509.6313476563, weight_update_time: 0.9660999775, other_time: 10.3767089844
epoch time: 67.2757339478s, input_fired_time: 1.2557985783, output_fired_time: 0.0000000000, propagate_forward_time: 64.1998672485, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8200683594
validation[          , genome 14798] predictions:    9779/  10000 (97.79%), best:    9878/10000 (98.78%), error:       687.72064, best error:       429.09708 on epoch:    27, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 863.4717407227s, input_fired_time: 10.1251106262, output_fired_time: 10.4408655167, propagate_forward_time: 321.3590087891, propagate_backward_time: 511.1696166992, weight_update_time: 0.9620515704, other_time: 10.3771362305
epoch time: 67.2618408203s, input_fired_time: 1.2533166409, output_fired_time: 0.0000000000, propagate_forward_time: 64.1871948242, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8213272095
validation[          , genome 14798] predictions:    9879/  10000 (98.79%), best:    9879/10000 (98.79%), error:       415.42618, best error:       415.42618 on epoch:    30, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 861.6413574219s, input_fired_time: 10.1114969254, output_fired_time: 10.3992691040, propagate_forward_time: 320.8087463379, propagate_backward_time: 509.9155883789, weight_update_time: 0.9651272893, other_time: 10.4061889648
epoch time: 67.3720550537s, input_fired_time: 1.2511451244, output_fired_time: 0.0000000000, propagate_forward_time: 64.2589187622, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8619918823
validation[          , genome 14798] predictions:    9861/  10000 (98.61%), best:    9879/10000 (98.79%), error:       455.94199, best error:       415.42618 on epoch:    30, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 865.1972656250s, input_fired_time: 10.1530017853, output_fired_time: 10.4884195328, propagate_forward_time: 322.5457763672, propagate_backward_time: 511.6556396484, weight_update_time: 0.9677415490, other_time: 10.3544311523
epoch time: 67.6319885254s, input_fired_time: 1.2538557053, output_fired_time: 0.0000000000, propagate_forward_time: 64.5496444702, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8284912109
validation[          , genome 14798] predictions:    9877/  10000 (98.77%), best:    9877/10000 (98.77%), error:       400.03482, best error:       400.03482 on epoch:    32, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 863.8903808594s, input_fired_time: 10.1006298065, output_fired_time: 10.4407157898, propagate_forward_time: 321.9015502930, propagate_backward_time: 511.1523742676, weight_update_time: 0.9638786316, other_time: 10.2950744629
epoch time: 67.8064041138s, input_fired_time: 1.2559401989, output_fired_time: 0.0000000000, propagate_forward_time: 64.6854476929, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8650131226
validation[          , genome 14798] predictions:    9851/  10000 (98.51%), best:    9877/10000 (98.77%), error:       467.77951, best error:       400.03482 on epoch:    32, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 865.1033935547s, input_fired_time: 10.1208705902, output_fired_time: 10.4747743607, propagate_forward_time: 322.6972656250, propagate_backward_time: 511.4837036133, weight_update_time: 0.9629177451, other_time: 10.3267822266
epoch time: 67.1259231567s, input_fired_time: 1.2510064840, output_fired_time: 0.0000000000, propagate_forward_time: 64.0609893799, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8139266968
validation[          , genome 14798] predictions:    9886/  10000 (98.86%), best:    9886/10000 (98.86%), error:       394.87341, best error:       394.87341 on epoch:    34, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 863.3830566406s, input_fired_time: 10.1096448898, output_fired_time: 10.4205093384, propagate_forward_time: 321.3955993652, propagate_backward_time: 511.0964050293, weight_update_time: 0.9626654387, other_time: 10.3608703613
epoch time: 67.2601165771s, input_fired_time: 1.2408517599, output_fired_time: 0.0000000000, propagate_forward_time: 64.2154006958, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8038635254
validation[          , genome 14798] predictions:    9835/  10000 (98.35%), best:    9886/10000 (98.86%), error:       520.26837, best error:       394.87341 on epoch:    34, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 865.2948608398s, input_fired_time: 10.1286716461, output_fired_time: 10.4397287369, propagate_forward_time: 322.8227233887, propagate_backward_time: 511.5726928711, weight_update_time: 0.9647257328, other_time: 10.3309936523
epoch time: 67.1222915649s, input_fired_time: 1.2503302097, output_fired_time: 0.0000000000, propagate_forward_time: 64.0679168701, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8040466309
validation[          , genome 14798] predictions:    9866/  10000 (98.66%), best:    9886/10000 (98.86%), error:       457.01929, best error:       394.87341 on epoch:    34, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 862.2586059570s, input_fired_time: 10.1152534485, output_fired_time: 10.4361200333, propagate_forward_time: 321.3893737793, propagate_backward_time: 509.9833984375, weight_update_time: 0.9605780244, other_time: 10.3344726563
epoch time: 67.5226135254s, input_fired_time: 1.2496576309, output_fired_time: 0.0000000000, propagate_forward_time: 64.4627609253, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8101959229
validation[          , genome 14798] predictions:    9881/  10000 (98.81%), best:    9886/10000 (98.86%), error:       405.01596, best error:       394.87341 on epoch:    34, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 860.4564208984s, input_fired_time: 10.1146440506, output_fired_time: 10.4053945541, propagate_forward_time: 320.6887207031, propagate_backward_time: 508.9194641113, weight_update_time: 0.9611091018, other_time: 10.3282165527
epoch time: 67.0258407593s, input_fired_time: 1.2409979105, output_fired_time: 0.0000000000, propagate_forward_time: 63.9683227539, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8165206909
validation[          , genome 14798] predictions:    9886/  10000 (98.86%), best:    9886/10000 (98.86%), error:       362.13901, best error:       362.13901 on epoch:    38, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 863.0585327148s, input_fired_time: 10.1280384064, output_fired_time: 10.4749546051, propagate_forward_time: 321.8154907227, propagate_backward_time: 510.3496093750, weight_update_time: 0.9564595819, other_time: 10.2904052734
epoch time: 67.7342224121s, input_fired_time: 1.2617068291, output_fired_time: 0.0000000000, propagate_forward_time: 64.6491088867, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8234100342
validation[          , genome 14798] predictions:    9861/  10000 (98.61%), best:    9886/10000 (98.86%), error:       477.37476, best error:       362.13901 on epoch:    38, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 862.4334716797s, input_fired_time: 10.1278858185, output_fired_time: 10.4843139648, propagate_forward_time: 321.1679382324, propagate_backward_time: 510.2919616699, weight_update_time: 0.9717395306, other_time: 10.3613586426
epoch time: 67.2013854980s, input_fired_time: 1.2484202385, output_fired_time: 0.0000000000, propagate_forward_time: 64.1391296387, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8138351440
validation[          , genome 14798] predictions:    9878/  10000 (98.78%), best:    9886/10000 (98.86%), error:       410.43732, best error:       362.13901 on epoch:    38, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 863.7299194336s, input_fired_time: 10.1186170578, output_fired_time: 10.4430761337, propagate_forward_time: 321.9098815918, propagate_backward_time: 510.9683532715, weight_update_time: 0.9570330381, other_time: 10.2900695801
epoch time: 67.7468566895s, input_fired_time: 1.2597346306, output_fired_time: 0.0000000000, propagate_forward_time: 64.6697082520, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8174133301
validation[          , genome 14798] predictions:    9869/  10000 (98.69%), best:    9886/10000 (98.86%), error:       433.05823, best error:       362.13901 on epoch:    38, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 862.5206909180s, input_fired_time: 10.1169118881, output_fired_time: 10.4297361374, propagate_forward_time: 321.4928588867, propagate_backward_time: 510.1617736816, weight_update_time: 0.9648494124, other_time: 10.3194274902
epoch time: 67.4332962036s, input_fired_time: 1.2577378750, output_fired_time: 0.0000000000, propagate_forward_time: 64.3250122070, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8505477905
validation[          , genome 14798] predictions:    9846/  10000 (98.46%), best:    9886/10000 (98.86%), error:       437.54639, best error:       362.13901 on epoch:    38, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 863.0975952148s, input_fired_time: 10.1367387772, output_fired_time: 10.4178400040, propagate_forward_time: 321.8979187012, propagate_backward_time: 510.3370056152, weight_update_time: 0.9574210048, other_time: 10.3081359863
epoch time: 67.3991317749s, input_fired_time: 1.2584146261, output_fired_time: 0.0000000000, propagate_forward_time: 64.3406143188, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8001022339
validation[          , genome 14798] predictions:    9860/  10000 (98.60%), best:    9886/10000 (98.86%), error:       460.69199, best error:       362.13901 on epoch:    38, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 862.0921020508s, input_fired_time: 10.1333122253, output_fired_time: 10.4184474945, propagate_forward_time: 320.8400268555, propagate_backward_time: 510.3403015137, weight_update_time: 0.9629998207, other_time: 10.3600158691
epoch time: 67.7150955200s, input_fired_time: 1.2630376816, output_fired_time: 0.0000000000, propagate_forward_time: 64.6208190918, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8312377930
validation[          , genome 14798] predictions:    9876/  10000 (98.76%), best:    9886/10000 (98.86%), error:       400.41531, best error:       362.13901 on epoch:    38, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 862.4665527344s, input_fired_time: 10.1517601013, output_fired_time: 10.4481029510, propagate_forward_time: 321.4035034180, propagate_backward_time: 510.1467895508, weight_update_time: 0.9627626538, other_time: 10.3164062500
epoch time: 67.3232269287s, input_fired_time: 1.2620112896, output_fired_time: 0.0000000000, propagate_forward_time: 64.2443618774, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8168563843
validation[          , genome 14798] predictions:    9878/  10000 (98.78%), best:    9886/10000 (98.86%), error:       403.32660, best error:       362.13901 on epoch:    38, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 863.5869750977s, input_fired_time: 10.1767921448, output_fired_time: 10.4168004990, propagate_forward_time: 322.8343200684, propagate_backward_time: 509.8212585449, weight_update_time: 0.9547806978, other_time: 10.3377990723
epoch time: 66.8641510010s, input_fired_time: 1.2513632774, output_fired_time: 0.0000000000, propagate_forward_time: 63.8052139282, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8075714111
validation[          , genome 14798] predictions:    9832/  10000 (98.32%), best:    9886/10000 (98.86%), error:       510.44025, best error:       362.13901 on epoch:    38, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 861.5869750977s, input_fired_time: 10.1378498077, output_fired_time: 10.4312877655, propagate_forward_time: 321.3301391602, propagate_backward_time: 509.3731994629, weight_update_time: 0.9654884338, other_time: 10.3144836426
epoch time: 67.2563552856s, input_fired_time: 1.2501324415, output_fired_time: 0.0000000000, propagate_forward_time: 64.2134170532, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7928085327
validation[          , genome 14798] predictions:    9868/  10000 (98.68%), best:    9886/10000 (98.86%), error:       437.60635, best error:       362.13901 on epoch:    38, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 862.0975952148s, input_fired_time: 10.1258783340, output_fired_time: 10.3820362091, propagate_forward_time: 321.8104248047, propagate_backward_time: 509.4993286133, weight_update_time: 0.9617804885, other_time: 10.2799682617
epoch time: 66.3719940186s, input_fired_time: 1.2507302761, output_fired_time: 0.0000000000, propagate_forward_time: 63.2954216003, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8258399963
validation[          , genome 14798] predictions:    9852/  10000 (98.52%), best:    9886/10000 (98.86%), error:       432.59439, best error:       362.13901 on epoch:    38, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 856.3267822266s, input_fired_time: 10.0701742172, output_fired_time: 10.3229475021, propagate_forward_time: 318.9270019531, propagate_backward_time: 506.7419738770, weight_update_time: 0.9510898590, other_time: 10.2646789551
epoch time: 66.2794952393s, input_fired_time: 1.2410985231, output_fired_time: 0.0000000000, propagate_forward_time: 63.2360038757, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8023948669
validation[          , genome 14798] predictions:    9894/  10000 (98.94%), best:    9894/10000 (98.94%), error:       326.91510, best error:       326.91510 on epoch:    49, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 855.0105590820s, input_fired_time: 10.0816965103, output_fired_time: 10.2944288254, propagate_forward_time: 319.1990051270, propagate_backward_time: 505.2207336426, weight_update_time: 0.9557337761, other_time: 10.2146911621
epoch time: 66.8921203613s, input_fired_time: 1.2420109510, output_fired_time: 0.0000000000, propagate_forward_time: 63.8590507507, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7910575867
validation[          , genome 14798] predictions:    9865/  10000 (98.65%), best:    9894/10000 (98.94%), error:       434.60974, best error:       326.91510 on epoch:    49, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 851.8410644531s, input_fired_time: 10.0250854492, output_fired_time: 10.3070507050, propagate_forward_time: 316.6196289063, propagate_backward_time: 504.6860046387, weight_update_time: 0.9505279064, other_time: 10.2032775879
epoch time: 66.8378677368s, input_fired_time: 1.2498559952, output_fired_time: 0.0000000000, propagate_forward_time: 63.8031005859, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7849121094
validation[          , genome 14798] predictions:    9899/  10000 (98.99%), best:    9894/10000 (98.94%), error:       376.44202, best error:       326.91510 on epoch:    49, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 852.5209960938s, input_fired_time: 10.0543098450, output_fired_time: 10.3089504242, propagate_forward_time: 317.3374023438, propagate_backward_time: 504.5680847168, weight_update_time: 0.9616833329, other_time: 10.2522277832
epoch time: 66.5559234619s, input_fired_time: 1.2526804209, output_fired_time: 0.0000000000, propagate_forward_time: 63.4937362671, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8095092773
validation[          , genome 14798] predictions:    9855/  10000 (98.55%), best:    9894/10000 (98.94%), error:       438.50977, best error:       326.91510 on epoch:    49, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 849.0446166992s, input_fired_time: 9.9992446899, output_fired_time: 10.2331495285, propagate_forward_time: 315.9821166992, propagate_backward_time: 502.6354370117, weight_update_time: 0.9513925910, other_time: 10.1946411133
epoch time: 66.7031021118s, input_fired_time: 1.2519479990, output_fired_time: 0.0000000000, propagate_forward_time: 63.6627845764, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7883720398
validation[          , genome 14798] predictions:    9893/  10000 (98.93%), best:    9894/10000 (98.94%), error:       345.89944, best error:       326.91510 on epoch:    49, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 850.5276489258s, input_fired_time: 10.0588998795, output_fired_time: 10.3063669205, propagate_forward_time: 317.6692810059, propagate_backward_time: 502.2964782715, weight_update_time: 0.9553319812, other_time: 10.1965637207
epoch time: 66.0905303955s, input_fired_time: 1.2353010178, output_fired_time: 0.0000000000, propagate_forward_time: 63.0689277649, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7863044739
validation[          , genome 14798] predictions:    9890/  10000 (98.90%), best:    9894/10000 (98.94%), error:       357.86938, best error:       326.91510 on epoch:    49, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 852.1442260742s, input_fired_time: 10.0362024307, output_fired_time: 10.2911272049, propagate_forward_time: 317.3489685059, propagate_backward_time: 504.2761840820, weight_update_time: 0.9515605569, other_time: 10.1917114258
epoch time: 66.3475265503s, input_fired_time: 1.2429972887, output_fired_time: 0.0000000000, propagate_forward_time: 63.3309898376, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7735404968
validation[          , genome 14798] predictions:    9895/  10000 (98.95%), best:    9894/10000 (98.94%), error:       363.64264, best error:       326.91510 on epoch:    49, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 850.4375610352s, input_fired_time: 10.0324716568, output_fired_time: 10.2741670609, propagate_forward_time: 317.3591918945, propagate_backward_time: 502.6014099121, weight_update_time: 0.9459325075, other_time: 10.1703186035
epoch time: 66.5186157227s, input_fired_time: 1.2445231676, output_fired_time: 0.0000000000, propagate_forward_time: 63.4839401245, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7901535034
validation[          , genome 14798] predictions:    9887/  10000 (98.87%), best:    9894/10000 (98.94%), error:       352.22696, best error:       326.91510 on epoch:    49, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 850.5028686523s, input_fired_time: 10.0370903015, output_fired_time: 10.2535209656, propagate_forward_time: 317.1958923340, propagate_backward_time: 502.8518981934, weight_update_time: 0.9465183616, other_time: 10.1644592285
epoch time: 66.4993515015s, input_fired_time: 1.2429318428, output_fired_time: 0.0000000000, propagate_forward_time: 63.4839286804, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7724876404
validation[          , genome 14798] predictions:    9900/  10000 (99.00%), best:    9894/10000 (98.94%), error:       345.56552, best error:       326.91510 on epoch:    49, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 850.2933349609s, input_fired_time: 10.0216846466, output_fired_time: 10.2868871689, propagate_forward_time: 316.7143249512, propagate_backward_time: 503.0928344727, weight_update_time: 0.9484691024, other_time: 10.1776733398
epoch time: 66.2467727661s, input_fired_time: 1.2481335402, output_fired_time: 0.0000000000, propagate_forward_time: 63.1936111450, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8050308228
validation[          , genome 14798] predictions:    9891/  10000 (98.91%), best:    9894/10000 (98.94%), error:       360.30762, best error:       326.91510 on epoch:    49, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 853.2140502930s, input_fired_time: 10.0624046326, output_fired_time: 10.3050317764, propagate_forward_time: 317.9414978027, propagate_backward_time: 504.7314758301, weight_update_time: 0.9481722116, other_time: 10.1736755371
epoch time: 67.0534667969s, input_fired_time: 1.2552783489, output_fired_time: 0.0000000000, propagate_forward_time: 63.9940872192, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8041000366
validation[          , genome 14798] predictions:    9893/  10000 (98.93%), best:    9894/10000 (98.94%), error:       338.57111, best error:       326.91510 on epoch:    49, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 851.5425415039s, input_fired_time: 10.0636606216, output_fired_time: 10.2674283981, propagate_forward_time: 317.6648559570, propagate_backward_time: 503.3738403320, weight_update_time: 0.9476947784, other_time: 10.1727294922
epoch time: 66.1699829102s, input_fired_time: 1.2396098375, output_fired_time: 0.0000000000, propagate_forward_time: 63.1709518433, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7594223022
validation[          , genome 14798] predictions:    9887/  10000 (98.87%), best:    9894/10000 (98.94%), error:       363.37851, best error:       326.91510 on epoch:    49, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 851.4667358398s, input_fired_time: 10.0736942291, output_fired_time: 10.2574996948, propagate_forward_time: 317.6267089844, propagate_backward_time: 503.2906799316, weight_update_time: 0.9528242350, other_time: 10.2181701660
epoch time: 66.1288986206s, input_fired_time: 1.2493720055, output_fired_time: 0.0000000000, propagate_forward_time: 63.0614242554, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8180999756
validation[          , genome 14798] predictions:    9890/  10000 (98.90%), best:    9894/10000 (98.94%), error:       357.38751, best error:       326.91510 on epoch:    49, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 850.8383789063s, input_fired_time: 10.0597572327, output_fired_time: 10.3077936172, propagate_forward_time: 316.6380615234, propagate_backward_time: 503.6618652344, weight_update_time: 0.9452319741, other_time: 10.1708984375
epoch time: 66.4659347534s, input_fired_time: 1.2507779598, output_fired_time: 0.0000000000, propagate_forward_time: 63.4204025269, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7947540283
validation[          , genome 14798] predictions:    9879/  10000 (98.79%), best:    9894/10000 (98.94%), error:       378.28998, best error:       326.91510 on epoch:    49, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 850.8195800781s, input_fired_time: 10.0499582291, output_fired_time: 10.2947177887, propagate_forward_time: 317.1309509277, propagate_backward_time: 503.1634216309, weight_update_time: 0.9545269012, other_time: 10.1804504395
epoch time: 66.1874237061s, input_fired_time: 1.2520986795, output_fired_time: 0.0000000000, propagate_forward_time: 63.1316261292, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8036994934
validation[          , genome 14798] predictions:    9894/  10000 (98.94%), best:    9894/10000 (98.94%), error:       341.57578, best error:       326.91510 on epoch:    49, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 849.7167358398s, input_fired_time: 10.0399751663, output_fired_time: 10.3035011292, propagate_forward_time: 316.2433471680, propagate_backward_time: 502.9585571289, weight_update_time: 0.9486624599, other_time: 10.1713256836
epoch time: 66.7580566406s, input_fired_time: 1.2626204491, output_fired_time: 0.0000000000, propagate_forward_time: 63.6864700317, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8089675903
validation[          , genome 14798] predictions:    9885/  10000 (98.85%), best:    9894/10000 (98.94%), error:       369.12827, best error:       326.91510 on epoch:    49, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 852.9110107422s, input_fired_time: 10.0826854706, output_fired_time: 10.3090953827, propagate_forward_time: 317.7653808594, propagate_backward_time: 504.5484619141, weight_update_time: 0.9516023993, other_time: 10.2053833008
epoch time: 66.6954269409s, input_fired_time: 1.2494920492, output_fired_time: 0.0000000000, propagate_forward_time: 63.6736564636, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7722816467
validation[          , genome 14798] predictions:    9893/  10000 (98.93%), best:    9894/10000 (98.94%), error:       343.02356, best error:       326.91510 on epoch:    49, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 851.3931884766s, input_fired_time: 10.0900630951, output_fired_time: 10.2735023499, propagate_forward_time: 317.4713134766, propagate_backward_time: 503.3843994141, weight_update_time: 0.9549640417, other_time: 10.1738891602
epoch time: 65.9740829468s, input_fired_time: 1.2419587374, output_fired_time: 0.0000000000, propagate_forward_time: 62.9421691895, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7899551392
validation[          , genome 14798] predictions:    9890/  10000 (98.90%), best:    9894/10000 (98.94%), error:       352.77731, best error:       326.91510 on epoch:    49, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 851.7918090820s, input_fired_time: 10.0584030151, output_fired_time: 10.2763996124, propagate_forward_time: 317.2750549316, propagate_backward_time: 503.9994201660, weight_update_time: 0.9501886964, other_time: 10.1824645996
epoch time: 66.4453811646s, input_fired_time: 1.2569892406, output_fired_time: 0.0000000000, propagate_forward_time: 63.3930015564, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7953910828
validation[          , genome 14798] predictions:    9886/  10000 (98.86%), best:    9894/10000 (98.94%), error:       356.01221, best error:       326.91510 on epoch:    49, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 852.2184448242s, input_fired_time: 10.0716476440, output_fired_time: 10.3137664795, propagate_forward_time: 317.9121704102, propagate_backward_time: 503.7723388672, weight_update_time: 0.9474415183, other_time: 10.1484985352
epoch time: 66.7649536133s, input_fired_time: 1.2577970028, output_fired_time: 0.0000000000, propagate_forward_time: 63.6918830872, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8152732849
validation[          , genome 14798] predictions:    9855/  10000 (98.55%), best:    9894/10000 (98.94%), error:       459.64642, best error:       326.91510 on epoch:    49, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 852.6824951172s, input_fired_time: 10.1021223068, output_fired_time: 10.3298559189, propagate_forward_time: 317.5602722168, propagate_backward_time: 504.5168151855, weight_update_time: 0.9481391311, other_time: 10.1734924316
epoch time: 67.0491790771s, input_fired_time: 1.2547502518, output_fired_time: 0.0000000000, propagate_forward_time: 64.0000762939, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7943496704
validation[          , genome 14798] predictions:    9882/  10000 (98.82%), best:    9894/10000 (98.94%), error:       366.72430, best error:       326.91510 on epoch:    49, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 851.8908081055s, input_fired_time: 10.0709762573, output_fired_time: 10.3025932312, propagate_forward_time: 317.2419128418, propagate_backward_time: 504.0658874512, weight_update_time: 0.9534715414, other_time: 10.2093811035
epoch time: 66.5408477783s, input_fired_time: 1.2551095486, output_fired_time: 0.0000000000, propagate_forward_time: 63.4676628113, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8180732727
validation[          , genome 14798] predictions:    9893/  10000 (98.93%), best:    9894/10000 (98.94%), error:       339.93234, best error:       326.91510 on epoch:    49, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 852.9681396484s, input_fired_time: 10.1032543182, output_fired_time: 10.2990236282, propagate_forward_time: 318.0964660645, propagate_backward_time: 504.2395019531, weight_update_time: 0.9477713704, other_time: 10.2298583984
epoch time: 66.4628677368s, input_fired_time: 1.2557538748, output_fired_time: 0.0000000000, propagate_forward_time: 63.4040489197, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8030662537
validation[          , genome 14798] predictions:    9898/  10000 (98.98%), best:    9894/10000 (98.94%), error:       333.45044, best error:       326.91510 on epoch:    49, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 851.9913330078s, input_fired_time: 10.0841922760, output_fired_time: 10.2980651855, propagate_forward_time: 317.6086730957, propagate_backward_time: 503.8133239746, weight_update_time: 0.9468647242, other_time: 10.1871643066
epoch time: 66.9553298950s, input_fired_time: 1.2593742609, output_fired_time: 0.0000000000, propagate_forward_time: 63.8830680847, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8128852844
validation[          , genome 14798] predictions:    9901/  10000 (99.01%), best:    9901/10000 (99.01%), error:       322.11179, best error:       322.11179 on epoch:    72, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 851.7497558594s, input_fired_time: 10.0782356262, output_fired_time: 10.3089618683, propagate_forward_time: 317.5491638184, propagate_backward_time: 503.6742248535, weight_update_time: 0.9508744478, other_time: 10.1391296387
epoch time: 66.6513748169s, input_fired_time: 1.2676678896, output_fired_time: 0.0000000000, propagate_forward_time: 63.5852470398, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7984580994
validation[          , genome 14798] predictions:    9890/  10000 (98.90%), best:    9901/10000 (99.01%), error:       341.87378, best error:       322.11179 on epoch:    72, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 852.0385742188s, input_fired_time: 10.1021728516, output_fired_time: 10.3238210678, propagate_forward_time: 317.9145202637, propagate_backward_time: 503.4971618652, weight_update_time: 0.9509249330, other_time: 10.2009582520
epoch time: 66.7664337158s, input_fired_time: 1.2679433823, output_fired_time: 0.0000000000, propagate_forward_time: 63.6778831482, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8206062317
validation[          , genome 14798] predictions:    9892/  10000 (98.92%), best:    9901/10000 (99.01%), error:       346.56833, best error:       322.11179 on epoch:    72, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 852.4584960938s, input_fired_time: 10.0787591934, output_fired_time: 10.3496322632, propagate_forward_time: 317.5697326660, propagate_backward_time: 504.2603149414, weight_update_time: 0.9585264921, other_time: 10.2001342773
epoch time: 66.6714477539s, input_fired_time: 1.2545531988, output_fired_time: 0.0000000000, propagate_forward_time: 63.6344909668, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7824020386
validation[          , genome 14798] predictions:    9904/  10000 (99.04%), best:    9901/10000 (99.01%), error:       332.27808, best error:       322.11179 on epoch:    72, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 850.6331176758s, input_fired_time: 10.0798740387, output_fired_time: 10.2924900055, propagate_forward_time: 316.5885009766, propagate_backward_time: 503.4722900391, weight_update_time: 0.9524595737, other_time: 10.1999511719
epoch time: 66.5498733521s, input_fired_time: 1.2554600239, output_fired_time: 0.0000000000, propagate_forward_time: 63.5048751831, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7895355225
validation[          , genome 14798] predictions:    9882/  10000 (98.82%), best:    9901/10000 (99.01%), error:       375.24576, best error:       322.11179 on epoch:    72, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 853.4872436523s, input_fired_time: 10.1343154907, output_fired_time: 10.3140544891, propagate_forward_time: 318.2449035645, propagate_backward_time: 504.6000976563, weight_update_time: 0.9543081522, other_time: 10.1938476563
epoch time: 66.3182983398s, input_fired_time: 1.2658839226, output_fired_time: 0.0000000000, propagate_forward_time: 63.2446556091, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8077583313
validation[          , genome 14798] predictions:    9905/  10000 (99.05%), best:    9901/10000 (99.01%), error:       336.89072, best error:       322.11179 on epoch:    72, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 851.3591308594s, input_fired_time: 10.0915145874, output_fired_time: 10.3004598618, propagate_forward_time: 317.0390625000, propagate_backward_time: 503.7213745117, weight_update_time: 0.9486507177, other_time: 10.2067260742
epoch time: 66.6262588501s, input_fired_time: 1.2598727942, output_fired_time: 0.0000000000, propagate_forward_time: 63.5712890625, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7950973511
validation[          , genome 14798] predictions:    9883/  10000 (98.83%), best:    9901/10000 (99.01%), error:       350.08380, best error:       322.11179 on epoch:    72, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 853.6254882813s, input_fired_time: 10.1039314270, output_fired_time: 10.3261556625, propagate_forward_time: 318.3530883789, propagate_backward_time: 504.6412658691, weight_update_time: 0.9531348944, other_time: 10.2010192871
epoch time: 66.1852951050s, input_fired_time: 1.2621006966, output_fired_time: 0.0000000000, propagate_forward_time: 63.1438484192, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7793464661
validation[          , genome 14798] predictions:    9894/  10000 (98.94%), best:    9901/10000 (99.01%), error:       348.77240, best error:       322.11179 on epoch:    72, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 852.9503784180s, input_fired_time: 10.1017589569, output_fired_time: 10.3015518188, propagate_forward_time: 317.5004272461, propagate_backward_time: 504.8733520508, weight_update_time: 0.9506002069, other_time: 10.1732788086
epoch time: 66.6032791138s, input_fired_time: 1.2666940689, output_fired_time: 0.0000000000, propagate_forward_time: 63.5176582336, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8189277649
validation[          , genome 14798] predictions:    9897/  10000 (98.97%), best:    9901/10000 (99.01%), error:       328.04251, best error:       322.11179 on epoch:    72, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 852.1498413086s, input_fired_time: 10.0706510544, output_fired_time: 10.2806272507, propagate_forward_time: 317.6617736816, propagate_backward_time: 504.0099487305, weight_update_time: 0.9449453354, other_time: 10.1267700195
epoch time: 66.1572418213s, input_fired_time: 1.2525753975, output_fired_time: 0.0000000000, propagate_forward_time: 63.1247787476, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7798843384
validation[          , genome 14798] predictions:    9900/  10000 (99.00%), best:    9901/10000 (99.01%), error:       323.40488, best error:       322.11179 on epoch:    72, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 851.8973388672s, input_fired_time: 10.1011714935, output_fired_time: 10.3140153885, propagate_forward_time: 317.2158508301, propagate_backward_time: 504.0639038086, weight_update_time: 0.9516605139, other_time: 10.2023315430
epoch time: 65.9996109009s, input_fired_time: 1.2543019056, output_fired_time: 0.0000000000, propagate_forward_time: 62.9379730225, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8073348999
validation[          , genome 14798] predictions:    9906/  10000 (99.06%), best:    9906/10000 (99.06%), error:       321.10709, best error:       321.10709 on epoch:    82, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 853.4558715820s, input_fired_time: 10.1297645569, output_fired_time: 10.3529262543, propagate_forward_time: 318.4667358398, propagate_backward_time: 504.3426513672, weight_update_time: 0.9483498931, other_time: 10.1638183594
epoch time: 66.4958190918s, input_fired_time: 1.2538819313, output_fired_time: 0.0000000000, propagate_forward_time: 63.4459304810, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7960052490
validation[          , genome 14798] predictions:    9905/  10000 (99.05%), best:    9906/10000 (99.06%), error:       331.81525, best error:       321.10709 on epoch:    82, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 850.5080566406s, input_fired_time: 10.0733165741, output_fired_time: 10.3015346527, propagate_forward_time: 316.7649841309, propagate_backward_time: 503.2105712891, weight_update_time: 0.9557967186, other_time: 10.1577148438
epoch time: 66.3755035400s, input_fired_time: 1.2624559402, output_fired_time: 0.0000000000, propagate_forward_time: 63.2988739014, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8141708374
validation[          , genome 14798] predictions:    9892/  10000 (98.92%), best:    9892/10000 (98.92%), error:       318.34140, best error:       318.34140 on epoch:    84, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 850.8665771484s, input_fired_time: 10.0634059906, output_fired_time: 10.3128957748, propagate_forward_time: 316.9283752441, propagate_backward_time: 503.4005126953, weight_update_time: 0.9532451630, other_time: 10.1613769531
epoch time: 66.7554779053s, input_fired_time: 1.2586472034, output_fired_time: 0.0000000000, propagate_forward_time: 63.7081108093, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7887229919
validation[          , genome 14798] predictions:    9900/  10000 (99.00%), best:    9892/10000 (98.92%), error:       325.40097, best error:       318.34140 on epoch:    84, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 851.1376953125s, input_fired_time: 10.1078243256, output_fired_time: 10.2953453064, propagate_forward_time: 316.9594421387, propagate_backward_time: 503.5103149414, weight_update_time: 0.9545810819, other_time: 10.2647094727
epoch time: 66.6211242676s, input_fired_time: 1.2551821470, output_fired_time: 0.0000000000, propagate_forward_time: 63.6012191772, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7647247314
validation[          , genome 14798] predictions:    9904/  10000 (99.04%), best:    9892/10000 (98.92%), error:       322.63431, best error:       318.34140 on epoch:    84, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 850.8154907227s, input_fired_time: 10.0776643753, output_fired_time: 10.3020248413, propagate_forward_time: 316.9074096680, propagate_backward_time: 503.3679809570, weight_update_time: 0.9479720592, other_time: 10.1604614258
epoch time: 65.6192626953s, input_fired_time: 1.2519723177, output_fired_time: 0.0000000000, propagate_forward_time: 62.5710449219, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7962417603
validation[          , genome 14798] predictions:    9900/  10000 (99.00%), best:    9892/10000 (98.92%), error:       332.19891, best error:       318.34140 on epoch:    84, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 853.1302490234s, input_fired_time: 10.0811967850, output_fired_time: 10.3053350449, propagate_forward_time: 317.6538391113, propagate_backward_time: 504.9528503418, weight_update_time: 0.9521959424, other_time: 10.1369934082
epoch time: 65.9600524902s, input_fired_time: 1.2552653551, output_fired_time: 0.0000000000, propagate_forward_time: 62.9109039307, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7938842773
validation[          , genome 14798] predictions:    9902/  10000 (99.02%), best:    9892/10000 (98.92%), error:       319.60031, best error:       318.34140 on epoch:    84, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 853.0342407227s, input_fired_time: 10.1371507645, output_fired_time: 10.3040313721, propagate_forward_time: 318.0447692871, propagate_backward_time: 504.3261108398, weight_update_time: 0.9520522952, other_time: 10.2222290039
epoch time: 66.0195617676s, input_fired_time: 1.2618886232, output_fired_time: 0.0000000000, propagate_forward_time: 62.9794006348, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7782745361
validation[          , genome 14798] predictions:    9906/  10000 (99.06%), best:    9906/10000 (99.06%), error:       315.83878, best error:       315.83878 on epoch:    89, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 852.8683471680s, input_fired_time: 10.1080465317, output_fired_time: 10.3158321381, propagate_forward_time: 317.5747680664, propagate_backward_time: 504.6893005371, weight_update_time: 0.9516352415, other_time: 10.1803894043
epoch time: 66.8480300903s, input_fired_time: 1.2633585930, output_fired_time: 0.0000000000, propagate_forward_time: 63.7833709717, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8013000488
validation[          , genome 14798] predictions:    9908/  10000 (99.08%), best:    9906/10000 (99.06%), error:       317.19330, best error:       315.83878 on epoch:    89, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 851.4826049805s, input_fired_time: 10.1025800705, output_fired_time: 10.2540817261, propagate_forward_time: 317.7474975586, propagate_backward_time: 503.2237854004, weight_update_time: 0.9476036429, other_time: 10.1546325684
epoch time: 66.7634582520s, input_fired_time: 1.2617262602, output_fired_time: 0.0000000000, propagate_forward_time: 63.7220039368, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7797279358
validation[          , genome 14798] predictions:    9911/  10000 (99.11%), best:    9906/10000 (99.06%), error:       316.62000, best error:       315.83878 on epoch:    89, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 855.0401000977s, input_fired_time: 10.1569290161, output_fired_time: 10.3406515121, propagate_forward_time: 318.1718750000, propagate_backward_time: 506.1183166504, weight_update_time: 0.9583734274, other_time: 10.2523498535
epoch time: 67.0235671997s, input_fired_time: 1.2621091604, output_fired_time: 0.0000000000, propagate_forward_time: 63.9835739136, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7778854370
validation[          , genome 14798] predictions:    9912/  10000 (99.12%), best:    9906/10000 (99.06%), error:       319.39233, best error:       315.83878 on epoch:    89, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 853.5999755859s, input_fired_time: 10.1350994110, output_fired_time: 10.3591346741, propagate_forward_time: 318.6707458496, propagate_backward_time: 504.2328491211, weight_update_time: 0.9503009915, other_time: 10.2022094727
epoch time: 66.4633407593s, input_fired_time: 1.2620694637, output_fired_time: 0.0000000000, propagate_forward_time: 63.4099845886, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7912864685
validation[          , genome 14798] predictions:    9903/  10000 (99.03%), best:    9903/10000 (99.03%), error:       315.11057, best error:       315.11057 on epoch:    93, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 851.2185058594s, input_fired_time: 10.1127786636, output_fired_time: 10.2766065598, propagate_forward_time: 317.6146850586, propagate_backward_time: 502.9863586426, weight_update_time: 0.9544600248, other_time: 10.2280578613
epoch time: 66.7409591675s, input_fired_time: 1.2584452629, output_fired_time: 0.0000000000, propagate_forward_time: 63.7094383240, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7730751038
validation[          , genome 14798] predictions:    9910/  10000 (99.10%), best:    9903/10000 (99.03%), error:       317.95233, best error:       315.11057 on epoch:    93, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 853.5974731445s, input_fired_time: 10.1248121262, output_fired_time: 10.3267145157, propagate_forward_time: 318.3109436035, propagate_backward_time: 504.6207885742, weight_update_time: 0.9573166966, other_time: 10.2141723633
epoch time: 66.3030853271s, input_fired_time: 1.2552659512, output_fired_time: 0.0000000000, propagate_forward_time: 63.2520103455, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7958106995
validation[          , genome 14798] predictions:    9909/  10000 (99.09%), best:    9909/10000 (99.09%), error:       308.39420, best error:       308.39420 on epoch:    95, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 851.9375000000s, input_fired_time: 10.1166830063, output_fired_time: 10.3089265823, propagate_forward_time: 317.6156311035, propagate_backward_time: 503.6881103516, weight_update_time: 0.9488830566, other_time: 10.2081298828
epoch time: 66.6180419922s, input_fired_time: 1.2646729946, output_fired_time: 0.0000000000, propagate_forward_time: 63.5545387268, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7988319397
validation[          , genome 14798] predictions:    9903/  10000 (99.03%), best:    9909/10000 (99.09%), error:       314.67456, best error:       308.39420 on epoch:    95, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 854.1717529297s, input_fired_time: 10.1298723221, output_fired_time: 10.3427038193, propagate_forward_time: 317.8703002930, propagate_backward_time: 505.5994873047, weight_update_time: 0.9558999538, other_time: 10.2293701172
epoch time: 67.2761993408s, input_fired_time: 1.2732300758, output_fired_time: 0.0000000000, propagate_forward_time: 64.2274475098, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7755203247
validation[          , genome 14798] predictions:    9902/  10000 (99.02%), best:    9909/10000 (99.09%), error:       321.13400, best error:       308.39420 on epoch:    95, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 852.1326293945s, input_fired_time: 10.1236858368, output_fired_time: 10.2917299271, propagate_forward_time: 317.6060791016, propagate_backward_time: 503.9028320313, weight_update_time: 0.9499046803, other_time: 10.2083129883
epoch time: 66.4814910889s, input_fired_time: 1.2667180300, output_fired_time: 0.0000000000, propagate_forward_time: 63.3952293396, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8195457458
validation[          , genome 14798] predictions:    9908/  10000 (99.08%), best:    9909/10000 (99.09%), error:       312.05579, best error:       308.39420 on epoch:    95, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 851.8494262695s, input_fired_time: 10.0952653885, output_fired_time: 10.3043823242, propagate_forward_time: 317.2102966309, propagate_backward_time: 504.0606079102, weight_update_time: 0.9433506131, other_time: 10.1788940430
epoch time: 66.7022476196s, input_fired_time: 1.2574669123, output_fired_time: 0.0000000000, propagate_forward_time: 63.6606330872, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7841453552
validation[          , genome 14798] predictions:    9910/  10000 (99.10%), best:    9909/10000 (99.09%), error:       318.80316, best error:       308.39420 on epoch:    95, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 852.4434814453s, input_fired_time: 10.1280317307, output_fired_time: 10.3223400116, propagate_forward_time: 318.1691589355, propagate_backward_time: 503.6342773438, weight_update_time: 0.9521564841, other_time: 10.1896972656
epoch time: 67.2117843628s, input_fired_time: 1.2717308998, output_fired_time: 0.0000000000, propagate_forward_time: 64.1427078247, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7973480225
validation[          , genome 14798] predictions:    9910/  10000 (99.10%), best:    9909/10000 (99.09%), error:       309.90445, best error:       308.39420 on epoch:    95, 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: 332.9181213379s, input_fired_time: 6.3348083496, output_fired_time: 0.0000000000, propagate_forward_time: 317.5288085938, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 9.0545043945
best training[          , genome 14798] predictions:   49998/  50000 (100.00%), best:    9909/10000 (99.09%), error:       107.56549, best error:       308.39420 on epoch:    95, 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: 67.2114410400s, input_fired_time: 1.2627246380, output_fired_time: 0.0000000000, propagate_forward_time: 64.1592025757, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7895126343
   testing[          , genome 14798] predictions:    9923/  10000 (99.23%), best:    9909/10000 (99.09%), error:       256.52484, best error:       308.39420 on epoch:    95, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
20:34:57 (5164): called boinc_finish(0)

</stderr_txt>
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