Nameexact_genome_1508499903_25_15411_1
Workunit2267393
Created25 Oct 2017, 12:27:27 UTC
Sent25 Oct 2017, 12:38:20 UTC
Report deadline2 Dec 2017, 9:29:17 UTC
Received28 Oct 2017, 18:14:05 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID52320
Run time18 hours 45 min 40 sec
CPU time18 hours 45 min 32 sec
Validate stateInitial
Credit0.00
Device peak FLOPS2.92 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size170.68 MB
Peak swap size169.17 MB
Peak disk usage5.34 MB

Stderr output

<core_client_version>7.8.2</core_client_version>
<![CDATA[
<stderr_txt>
, weight_decay: 0.0002438374

epoch time: 617.1065063477s, input_fired_time: 7.8873233795, output_fired_time: 7.4441599846, propagate_forward_time: 232.5794525146, propagate_backward_time: 361.1356506348, weight_update_time: 0.7047774792, other_time: 8.0599060059
epoch time: 48.9288406372s, input_fired_time: 0.9424968362, output_fired_time: 0.0000000000, propagate_forward_time: 46.6206092834, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3657341003
validation[          , genome 15411] predictions:    9798/  10000 (97.98%), best:    9822/10000 (98.22%), error:       689.11816, best error:       500.03329 on epoch:    13, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 614.7227172852s, input_fired_time: 7.7247858047, output_fired_time: 7.4215993881, propagate_forward_time: 231.8020477295, propagate_backward_time: 360.0653991699, weight_update_time: 0.6928870678, other_time: 7.7088928223
epoch time: 48.7830276489s, input_fired_time: 0.9365632534, output_fired_time: 0.0000000000, propagate_forward_time: 46.4822959900, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3641700745
validation[          , genome 15411] predictions:    9835/  10000 (98.35%), best:    9835/10000 (98.35%), error:       485.56934, best error:       485.56934 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 614.8862304688s, input_fired_time: 7.7261624336, output_fired_time: 7.4130568504, propagate_forward_time: 231.8009490967, propagate_backward_time: 360.2336730957, weight_update_time: 0.6906064153, other_time: 7.7123718262
epoch time: 48.9324150085s, input_fired_time: 0.9363586307, output_fired_time: 0.0000000000, propagate_forward_time: 46.6225662231, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3734893799
validation[          , genome 15411] predictions:    9839/  10000 (98.39%), best:    9835/10000 (98.35%), error:       492.67496, best error:       485.56934 on epoch:    16, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 617.7927856445s, input_fired_time: 7.9457883835, output_fired_time: 7.4485387802, propagate_forward_time: 232.8752899170, propagate_backward_time: 361.4086914063, weight_update_time: 0.7097426057, other_time: 8.1144409180
epoch time: 48.8259582520s, input_fired_time: 0.9585554004, output_fired_time: 0.0000000000, propagate_forward_time: 46.4291381836, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4382629395
validation[          , genome 15411] predictions:    9830/  10000 (98.30%), best:    9835/10000 (98.35%), error:       556.49323, best error:       485.56934 on epoch:    16, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 617.6628417969s, input_fired_time: 7.9372081757, output_fired_time: 7.4583902359, propagate_forward_time: 232.6528778076, propagate_backward_time: 361.5138854980, weight_update_time: 0.7062996030, other_time: 8.1004943848
epoch time: 49.0030441284s, input_fired_time: 0.9563311338, output_fired_time: 0.0000000000, propagate_forward_time: 46.6173362732, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4293785095
validation[          , genome 15411] predictions:    9821/  10000 (98.21%), best:    9835/10000 (98.35%), error:       506.80573, best error:       485.56934 on epoch:    16, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 617.0064697266s, input_fired_time: 7.7477369308, output_fired_time: 7.4480538368, propagate_forward_time: 232.7035064697, propagate_backward_time: 361.3781127930, weight_update_time: 0.6939145923, other_time: 7.7290649414
epoch time: 48.6939239502s, input_fired_time: 0.9326851368, output_fired_time: 0.0000000000, propagate_forward_time: 46.3944053650, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3668327332
validation[          , genome 15411] predictions:    9839/  10000 (98.39%), best:    9839/10000 (98.39%), error:       456.98581, best error:       456.98581 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 618.7855834961s, input_fired_time: 7.7518634796, output_fired_time: 7.4725136757, propagate_forward_time: 233.3659820557, propagate_backward_time: 362.4617614746, weight_update_time: 0.6935085654, other_time: 7.7334289551
epoch time: 48.7597427368s, input_fired_time: 0.9389905334, output_fired_time: 0.0000000000, propagate_forward_time: 46.4516754150, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3690757751
validation[          , genome 15411] predictions:    9855/  10000 (98.55%), best:    9855/10000 (98.55%), error:       408.60403, best error:       408.60403 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 614.5891723633s, input_fired_time: 7.8995881081, output_fired_time: 7.3989028931, propagate_forward_time: 231.6499786377, propagate_backward_time: 359.5371093750, weight_update_time: 0.7070631981, other_time: 8.1035766602
epoch time: 48.7957267761s, input_fired_time: 0.9523924589, output_fired_time: 0.0000000000, propagate_forward_time: 46.4059066772, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4374275208
validation[          , genome 15411] predictions:    9834/  10000 (98.34%), best:    9855/10000 (98.55%), error:       493.89706, best error:       408.60403 on epoch:    21, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 616.9211425781s, input_fired_time: 7.9161281586, output_fired_time: 7.4561171532, propagate_forward_time: 232.5033111572, propagate_backward_time: 360.9525756836, weight_update_time: 0.7076681852, other_time: 8.0930175781
epoch time: 48.7114982605s, input_fired_time: 0.9586928487, output_fired_time: 0.0000000000, propagate_forward_time: 46.3189659119, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4338378906
validation[          , genome 15411] predictions:    9831/  10000 (98.31%), best:    9855/10000 (98.55%), error:       536.95569, best error:       408.60403 on epoch:    21, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 615.4180297852s, input_fired_time: 7.9235835075, output_fired_time: 7.4196438789, propagate_forward_time: 232.0587158203, propagate_backward_time: 359.8898925781, weight_update_time: 0.7064341307, other_time: 8.1262207031
epoch time: 48.7950553894s, input_fired_time: 0.9580982924, output_fired_time: 0.0000000000, propagate_forward_time: 46.3962440491, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4407119751
validation[          , genome 15411] predictions:    9841/  10000 (98.41%), best:    9855/10000 (98.55%), error:       470.04367, best error:       408.60403 on epoch:    21, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 619.2362060547s, input_fired_time: 7.9402718544, output_fired_time: 7.4848513603, propagate_forward_time: 233.3486175537, propagate_backward_time: 362.3593139648, weight_update_time: 0.7119324803, other_time: 8.1031494141
epoch time: 49.0532684326s, input_fired_time: 0.9634781480, output_fired_time: 0.0000000000, propagate_forward_time: 46.6505470276, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4392433167
validation[          , genome 15411] predictions:    9851/  10000 (98.51%), best:    9855/10000 (98.55%), error:       470.27411, best error:       408.60403 on epoch:    21, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 614.3692016602s, input_fired_time: 7.7651429176, output_fired_time: 7.4096393585, propagate_forward_time: 231.8876342773, propagate_backward_time: 359.5523986816, weight_update_time: 0.6916953325, other_time: 7.7543640137
epoch time: 48.6940498352s, input_fired_time: 0.9403583407, output_fired_time: 0.0000000000, propagate_forward_time: 46.3871459961, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3665466309
validation[          , genome 15411] predictions:    9835/  10000 (98.35%), best:    9855/10000 (98.55%), error:       522.51215, best error:       408.60403 on epoch:    21, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 616.9664916992s, input_fired_time: 7.9261307716, output_fired_time: 7.4387168884, propagate_forward_time: 232.6366577148, propagate_backward_time: 360.8457641602, weight_update_time: 0.7082858086, other_time: 8.1192016602
epoch time: 48.7832641602s, input_fired_time: 0.9628011584, output_fired_time: 0.0000000000, propagate_forward_time: 46.3863334656, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4341278076
validation[          , genome 15411] predictions:    9836/  10000 (98.36%), best:    9855/10000 (98.55%), error:       482.50699, best error:       408.60403 on epoch:    21, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 614.4866333008s, input_fired_time: 7.7903733253, output_fired_time: 7.3945751190, propagate_forward_time: 231.9338226318, propagate_backward_time: 359.5654602051, weight_update_time: 0.6938216090, other_time: 7.8023986816
epoch time: 48.4896850586s, input_fired_time: 0.9421055913, output_fired_time: 0.0000000000, propagate_forward_time: 46.1694908142, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3780899048
validation[          , genome 15411] predictions:    9862/  10000 (98.62%), best:    9855/10000 (98.55%), error:       443.78717, best error:       408.60403 on epoch:    21, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 617.8575439453s, input_fired_time: 7.9518790245, output_fired_time: 7.4570345879, propagate_forward_time: 233.0135803223, propagate_backward_time: 361.3652038574, weight_update_time: 0.7059794068, other_time: 8.0698242188
epoch time: 48.7439384460s, input_fired_time: 0.9594961405, output_fired_time: 0.0000000000, propagate_forward_time: 46.3424758911, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4419670105
validation[          , genome 15411] predictions:    9862/  10000 (98.62%), best:    9855/10000 (98.55%), error:       426.74411, best error:       408.60403 on epoch:    21, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 618.2866821289s, input_fired_time: 7.8270645142, output_fired_time: 7.4466118813, propagate_forward_time: 233.2708892822, propagate_backward_time: 361.9144897461, weight_update_time: 0.6983048916, other_time: 7.8276367188
epoch time: 48.9102706909s, input_fired_time: 0.9661123753, output_fired_time: 0.0000000000, propagate_forward_time: 46.5144271851, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4297294617
validation[          , genome 15411] predictions:    9865/  10000 (98.65%), best:    9855/10000 (98.55%), error:       429.30719, best error:       408.60403 on epoch:    21, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 618.1136474609s, input_fired_time: 7.8316507339, output_fired_time: 7.4574551582, propagate_forward_time: 233.1491546631, propagate_backward_time: 361.8512878418, weight_update_time: 0.6974098682, other_time: 7.8240661621
epoch time: 48.7862052917s, input_fired_time: 0.9611572027, output_fired_time: 0.0000000000, propagate_forward_time: 46.3904876709, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4345588684
validation[          , genome 15411] predictions:    9838/  10000 (98.38%), best:    9855/10000 (98.55%), error:       483.21454, best error:       408.60403 on epoch:    21, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 614.4898071289s, input_fired_time: 7.9201045036, output_fired_time: 7.4042286873, propagate_forward_time: 231.5935821533, propagate_backward_time: 359.4875488281, weight_update_time: 0.7066616416, other_time: 8.0843505859
epoch time: 48.7179031372s, input_fired_time: 0.9439936876, output_fired_time: 0.0000000000, propagate_forward_time: 46.4126815796, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3612289429
validation[          , genome 15411] predictions:    9843/  10000 (98.43%), best:    9855/10000 (98.55%), error:       467.57440, best error:       408.60403 on epoch:    21, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 616.6450805664s, input_fired_time: 7.9221053123, output_fired_time: 7.4311995506, propagate_forward_time: 232.5816040039, propagate_backward_time: 360.7064514160, weight_update_time: 0.7030726075, other_time: 8.0036926270
epoch time: 49.0243949890s, input_fired_time: 0.9507480264, output_fired_time: 0.0000000000, propagate_forward_time: 46.6964225769, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3772239685
validation[          , genome 15411] predictions:    9840/  10000 (98.40%), best:    9855/10000 (98.55%), error:       534.28278, best error:       408.60403 on epoch:    21, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 615.2495727539s, input_fired_time: 7.8030223846, output_fired_time: 7.4152393341, propagate_forward_time: 232.1286468506, propagate_backward_time: 360.1420898438, weight_update_time: 0.6944641471, other_time: 7.7605590820
epoch time: 48.8951606750s, input_fired_time: 0.9655178189, output_fired_time: 0.0000000000, propagate_forward_time: 46.4952507019, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4343910217
validation[          , genome 15411] predictions:    9870/  10000 (98.70%), best:    9870/10000 (98.70%), error:       407.38641, best error:       407.38641 on epoch:    34, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 616.6755981445s, input_fired_time: 7.9395008087, output_fired_time: 7.4498162270, propagate_forward_time: 232.4278869629, propagate_backward_time: 360.8203125000, weight_update_time: 0.7057423592, other_time: 8.0380554199
epoch time: 48.7922706604s, input_fired_time: 0.9616783261, output_fired_time: 0.0000000000, propagate_forward_time: 46.3974342346, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4331588745
validation[          , genome 15411] predictions:    9864/  10000 (98.64%), best:    9870/10000 (98.70%), error:       418.25204, best error:       407.38641 on epoch:    34, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 617.3308715820s, input_fired_time: 7.8283057213, output_fired_time: 7.4429159164, propagate_forward_time: 232.8208007813, propagate_backward_time: 361.4326782227, weight_update_time: 0.6997125149, other_time: 7.8061523438
epoch time: 48.6110191345s, input_fired_time: 0.9548060894, output_fired_time: 0.0000000000, propagate_forward_time: 46.2822723389, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3739395142
validation[          , genome 15411] predictions:    9851/  10000 (98.51%), best:    9870/10000 (98.70%), error:       476.94934, best error:       407.38641 on epoch:    34, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 614.4169311523s, input_fired_time: 7.7839384079, output_fired_time: 7.4103350639, propagate_forward_time: 231.9026794434, propagate_backward_time: 359.6070556641, weight_update_time: 0.6930806637, other_time: 7.7129211426
epoch time: 48.6776199341s, input_fired_time: 0.9458675981, output_fired_time: 0.0000000000, propagate_forward_time: 46.3702392578, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3615112305
validation[          , genome 15411] predictions:    9839/  10000 (98.39%), best:    9870/10000 (98.70%), error:       496.59479, best error:       407.38641 on epoch:    34, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 614.5443115234s, input_fired_time: 7.8164882660, output_fired_time: 7.4059805870, propagate_forward_time: 231.9475708008, propagate_backward_time: 359.5980834961, weight_update_time: 0.6946088076, other_time: 7.7761840820
epoch time: 48.9633216858s, input_fired_time: 0.9536364675, output_fired_time: 0.0000000000, propagate_forward_time: 46.6461677551, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3635177612
validation[          , genome 15411] predictions:    9843/  10000 (98.43%), best:    9870/10000 (98.70%), error:       463.77155, best error:       407.38641 on epoch:    34, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 615.0076904297s, input_fired_time: 7.9624786377, output_fired_time: 7.4227137566, propagate_forward_time: 231.8553009033, propagate_backward_time: 359.6799926758, weight_update_time: 0.7061770558, other_time: 8.0872192383
epoch time: 48.6441841125s, input_fired_time: 0.9588519335, output_fired_time: 0.0000000000, propagate_forward_time: 46.2953300476, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3900032043
validation[          , genome 15411] predictions:    9877/  10000 (98.77%), best:    9877/10000 (98.77%), error:       386.63910, best error:       386.63910 on epoch:    39, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 614.8199462891s, input_fired_time: 7.8020486832, output_fired_time: 7.4131689072, propagate_forward_time: 232.0305480957, propagate_backward_time: 359.8388366699, weight_update_time: 0.6899150014, other_time: 7.7353515625
epoch time: 48.8958778381s, input_fired_time: 0.9561216831, output_fired_time: 0.0000000000, propagate_forward_time: 46.5726852417, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3670692444
validation[          , genome 15411] predictions:    9874/  10000 (98.74%), best:    9877/10000 (98.77%), error:       393.75580, best error:       386.63910 on epoch:    39, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 616.6184082031s, input_fired_time: 7.8301057816, output_fired_time: 7.4349856377, propagate_forward_time: 232.5001983643, propagate_backward_time: 361.0839538574, weight_update_time: 0.6948496103, other_time: 7.7691955566
epoch time: 48.8044738770s, input_fired_time: 0.9520924091, output_fired_time: 0.0000000000, propagate_forward_time: 46.4985427856, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3538398743
validation[          , genome 15411] predictions:    9870/  10000 (98.70%), best:    9877/10000 (98.77%), error:       401.76218, best error:       386.63910 on epoch:    39, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 615.9951171875s, input_fired_time: 7.8700451851, output_fired_time: 7.4319076538, propagate_forward_time: 232.3971099854, propagate_backward_time: 360.4654846191, weight_update_time: 0.6963987947, other_time: 7.8305969238
epoch time: 48.7138710022s, input_fired_time: 0.9555675983, output_fired_time: 0.0000000000, propagate_forward_time: 46.3920211792, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3662834167
validation[          , genome 15411] predictions:    9855/  10000 (98.55%), best:    9877/10000 (98.77%), error:       443.66663, best error:       386.63910 on epoch:    39, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 613.9660034180s, input_fired_time: 7.8051457405, output_fired_time: 7.3978276253, propagate_forward_time: 231.7251434326, propagate_backward_time: 359.3034057617, weight_update_time: 0.6943674088, other_time: 7.7344360352
epoch time: 48.6766891479s, input_fired_time: 0.9525296092, output_fired_time: 0.0000000000, propagate_forward_time: 46.3526344299, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3715248108
validation[          , genome 15411] predictions:    9882/  10000 (98.82%), best:    9882/10000 (98.82%), error:       386.58136, best error:       386.58136 on epoch:    43, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 619.0338745117s, input_fired_time: 8.0229177475, output_fired_time: 7.4831600189, propagate_forward_time: 233.3013458252, propagate_backward_time: 362.1306457520, weight_update_time: 0.7085166574, other_time: 8.0958557129
epoch time: 49.1032562256s, input_fired_time: 0.9774249196, output_fired_time: 0.0000000000, propagate_forward_time: 46.6953315735, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4305000305
validation[          , genome 15411] predictions:    9877/  10000 (98.77%), best:    9882/10000 (98.82%), error:       401.76929, best error:       386.58136 on epoch:    43, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 616.8771362305s, input_fired_time: 7.9077963829, output_fired_time: 7.4556121826, propagate_forward_time: 232.6031036377, propagate_backward_time: 361.0286254883, weight_update_time: 0.6981944442, other_time: 7.8820190430
epoch time: 49.0008468628s, input_fired_time: 0.9552038312, output_fired_time: 0.0000000000, propagate_forward_time: 46.6796302795, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3660125732
validation[          , genome 15411] predictions:    9882/  10000 (98.82%), best:    9882/10000 (98.82%), error:       385.93570, best error:       385.93570 on epoch:    45, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 617.1185913086s, input_fired_time: 7.8442497253, output_fired_time: 7.4559559822, propagate_forward_time: 232.8858795166, propagate_backward_time: 361.1806030273, weight_update_time: 0.6912192106, other_time: 7.7519531250
epoch time: 48.9175910950s, input_fired_time: 0.9596017003, output_fired_time: 0.0000000000, propagate_forward_time: 46.5887641907, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3692245483
validation[          , genome 15411] predictions:    9867/  10000 (98.67%), best:    9882/10000 (98.82%), error:       425.82584, best error:       385.93570 on epoch:    45, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 616.2310791016s, input_fired_time: 7.8588514328, output_fired_time: 7.4417481422, propagate_forward_time: 232.4682312012, propagate_backward_time: 360.6532592773, weight_update_time: 0.6957263350, other_time: 7.8089904785
epoch time: 48.9341888428s, input_fired_time: 0.9518809915, output_fired_time: 0.0000000000, propagate_forward_time: 46.6184577942, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3638496399
validation[          , genome 15411] predictions:    9804/  10000 (98.04%), best:    9882/10000 (98.82%), error:       647.93195, best error:       385.93570 on epoch:    45, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 613.6586914063s, input_fired_time: 7.7642836571, output_fired_time: 7.3396039009, propagate_forward_time: 231.2633056641, propagate_backward_time: 359.5722961426, weight_update_time: 0.6951104403, other_time: 7.7192077637
epoch time: 48.8211288452s, input_fired_time: 0.9741076231, output_fired_time: 0.0000000000, propagate_forward_time: 46.4168281555, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4301948547
validation[          , genome 15411] predictions:    9863/  10000 (98.63%), best:    9882/10000 (98.82%), error:       401.05606, best error:       385.93570 on epoch:    45, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 615.1147460938s, input_fired_time: 8.0014810562, output_fired_time: 7.4196944237, propagate_forward_time: 232.0022583008, propagate_backward_time: 359.5830078125, weight_update_time: 0.7061759830, other_time: 8.1083374023
epoch time: 48.7433776855s, input_fired_time: 0.9719392657, output_fired_time: 0.0000000000, propagate_forward_time: 46.3414230347, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4300155640
validation[          , genome 15411] predictions:    9876/  10000 (98.76%), best:    9882/10000 (98.82%), error:       388.51367, best error:       385.93570 on epoch:    45, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 614.5172119141s, input_fired_time: 7.9259080887, output_fired_time: 7.4005484581, propagate_forward_time: 231.7630920410, propagate_backward_time: 359.4745483398, weight_update_time: 0.7015230656, other_time: 7.9530944824
epoch time: 49.0216522217s, input_fired_time: 0.9746637344, output_fired_time: 0.0000000000, propagate_forward_time: 46.6101379395, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4368515015
validation[          , genome 15411] predictions:    9883/  10000 (98.83%), best:    9883/10000 (98.83%), error:       374.90701, best error:       374.90701 on epoch:    50, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 615.8208007813s, input_fired_time: 7.9193716049, output_fired_time: 7.4204468727, propagate_forward_time: 232.3676300049, propagate_backward_time: 360.1937255859, weight_update_time: 0.7028409839, other_time: 7.9196166992
epoch time: 48.7201194763s, input_fired_time: 0.9556587338, output_fired_time: 0.0000000000, propagate_forward_time: 46.3981895447, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3662719727
validation[          , genome 15411] predictions:    9866/  10000 (98.66%), best:    9883/10000 (98.83%), error:       392.92154, best error:       374.90701 on epoch:    50, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 616.7108764648s, input_fired_time: 7.9801321030, output_fired_time: 7.4282450676, propagate_forward_time: 232.5169525146, propagate_backward_time: 360.7678527832, weight_update_time: 0.7064498663, other_time: 8.0177307129
epoch time: 48.8352317810s, input_fired_time: 0.9568821192, output_fired_time: 0.0000000000, propagate_forward_time: 46.5189323425, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3594169617
validation[          , genome 15411] predictions:    9859/  10000 (98.59%), best:    9883/10000 (98.83%), error:       456.24585, best error:       374.90701 on epoch:    50, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 616.6386108398s, input_fired_time: 7.9423828125, output_fired_time: 7.5030407906, propagate_forward_time: 232.6292724609, propagate_backward_time: 360.6631774902, weight_update_time: 0.6972642541, other_time: 7.9007263184
epoch time: 48.9701690674s, input_fired_time: 0.9624454975, output_fired_time: 0.0000000000, propagate_forward_time: 46.6456489563, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3620758057
validation[          , genome 15411] predictions:    9886/  10000 (98.86%), best:    9883/10000 (98.83%), error:       379.05142, best error:       374.90701 on epoch:    50, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 614.4249877930s, input_fired_time: 7.8351206779, output_fired_time: 7.4194698334, propagate_forward_time: 231.8608398438, propagate_backward_time: 359.5793457031, weight_update_time: 0.6919561625, other_time: 7.7301635742
epoch time: 48.6797142029s, input_fired_time: 0.9575442672, output_fired_time: 0.0000000000, propagate_forward_time: 46.3618469238, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3603248596
validation[          , genome 15411] predictions:    9862/  10000 (98.62%), best:    9883/10000 (98.83%), error:       441.71051, best error:       374.90701 on epoch:    50, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 616.8103027344s, input_fired_time: 7.8974943161, output_fired_time: 7.4540505409, propagate_forward_time: 232.5616607666, propagate_backward_time: 361.0699462891, weight_update_time: 0.6955901980, other_time: 7.8271484375
epoch time: 48.7995071411s, input_fired_time: 0.9668407440, output_fired_time: 0.0000000000, propagate_forward_time: 46.4764442444, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3562202454
validation[          , genome 15411] predictions:    9875/  10000 (98.75%), best:    9883/10000 (98.83%), error:       393.48895, best error:       374.90701 on epoch:    50, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 617.2520141602s, input_fired_time: 7.8676013947, output_fired_time: 7.4504528046, propagate_forward_time: 232.8124084473, propagate_backward_time: 361.3846435547, weight_update_time: 0.6934602857, other_time: 7.7369079590
epoch time: 48.9467086792s, input_fired_time: 0.9628119469, output_fired_time: 0.0000000000, propagate_forward_time: 46.6148452759, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3690528870
validation[          , genome 15411] predictions:    9877/  10000 (98.77%), best:    9877/10000 (98.77%), error:       373.16086, best error:       373.16086 on epoch:    56, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 616.0336303711s, input_fired_time: 7.8669295311, output_fired_time: 7.4323267937, propagate_forward_time: 232.4714813232, propagate_backward_time: 360.5296936035, weight_update_time: 0.6926267147, other_time: 7.7331848145
epoch time: 48.9504356384s, input_fired_time: 0.9624781013, output_fired_time: 0.0000000000, propagate_forward_time: 46.6284675598, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3594894409
validation[          , genome 15411] predictions:    9876/  10000 (98.76%), best:    9877/10000 (98.77%), error:       421.86575, best error:       373.16086 on epoch:    56, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 617.2319946289s, input_fired_time: 7.8911752701, output_fired_time: 7.5165624619, propagate_forward_time: 232.5112152100, propagate_backward_time: 361.4963378906, weight_update_time: 0.6952208877, other_time: 7.8167114258
epoch time: 48.9919357300s, input_fired_time: 0.9743632078, output_fired_time: 0.0000000000, propagate_forward_time: 46.6255569458, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3920173645
validation[          , genome 15411] predictions:    9879/  10000 (98.79%), best:    9877/10000 (98.77%), error:       383.87955, best error:       373.16086 on epoch:    56, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 615.0657348633s, input_fired_time: 7.9429459572, output_fired_time: 7.4287881851, propagate_forward_time: 231.9424591064, propagate_backward_time: 359.8009338379, weight_update_time: 0.6995389462, other_time: 7.9506530762
epoch time: 48.7472915649s, input_fired_time: 0.9579662085, output_fired_time: 0.0000000000, propagate_forward_time: 46.4233512878, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3659744263
validation[          , genome 15411] predictions:    9837/  10000 (98.37%), best:    9877/10000 (98.77%), error:       506.33856, best error:       373.16086 on epoch:    56, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 617.7910156250s, input_fired_time: 7.8836994171, output_fired_time: 7.4629726410, propagate_forward_time: 233.0310821533, propagate_backward_time: 361.6507873535, weight_update_time: 0.6968612671, other_time: 7.7624816895
epoch time: 48.9283332825s, input_fired_time: 0.9666009545, output_fired_time: 0.0000000000, propagate_forward_time: 46.5991210938, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3626098633
validation[          , genome 15411] predictions:    9859/  10000 (98.59%), best:    9877/10000 (98.77%), error:       411.19415, best error:       373.16086 on epoch:    56, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 615.4957885742s, input_fired_time: 7.9821047783, output_fired_time: 7.4296202660, propagate_forward_time: 232.0203552246, propagate_backward_time: 360.0697937012, weight_update_time: 0.7013272643, other_time: 7.9938964844
epoch time: 48.9525871277s, input_fired_time: 0.9844303727, output_fired_time: 0.0000000000, propagate_forward_time: 46.5422096252, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4259452820
validation[          , genome 15411] predictions:    9879/  10000 (98.79%), best:    9879/10000 (98.79%), error:       354.18607, best error:       354.18607 on epoch:    61, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 617.9483032227s, input_fired_time: 7.9049296379, output_fired_time: 7.4434494972, propagate_forward_time: 233.1134490967, propagate_backward_time: 361.7085876465, weight_update_time: 0.6942338943, other_time: 7.7779235840
epoch time: 49.1235542297s, input_fired_time: 0.9778472185, output_fired_time: 0.0000000000, propagate_forward_time: 46.7634620667, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3822441101
validation[          , genome 15411] predictions:    9887/  10000 (98.87%), best:    9879/10000 (98.79%), error:       362.90842, best error:       354.18607 on epoch:    61, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 618.0833129883s, input_fired_time: 7.9021048546, output_fired_time: 7.4534311295, propagate_forward_time: 233.1229705811, propagate_backward_time: 361.8616027832, weight_update_time: 0.6948838830, other_time: 7.7431945801
epoch time: 48.9443473816s, input_fired_time: 0.9643505812, output_fired_time: 0.0000000000, propagate_forward_time: 46.6105422974, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3694534302
validation[          , genome 15411] predictions:    9891/  10000 (98.91%), best:    9891/10000 (98.91%), error:       343.63113, best error:       343.63113 on epoch:    63, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 614.8160400391s, input_fired_time: 7.9096307755, output_fired_time: 7.4073696136, propagate_forward_time: 231.9328613281, propagate_backward_time: 359.7665100098, weight_update_time: 0.6976031065, other_time: 7.7997131348
epoch time: 48.8579826355s, input_fired_time: 0.9789579511, output_fired_time: 0.0000000000, propagate_forward_time: 46.4428939819, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4361305237
validation[          , genome 15411] predictions:    9879/  10000 (98.79%), best:    9891/10000 (98.91%), error:       391.55447, best error:       343.63113 on epoch:    63, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 616.9976806641s, input_fired_time: 8.0349636078, output_fired_time: 7.4483590126, propagate_forward_time: 232.5158081055, propagate_backward_time: 360.9022521973, weight_update_time: 0.7063148022, other_time: 8.0962829590
epoch time: 48.8541603088s, input_fired_time: 0.9867249727, output_fired_time: 0.0000000000, propagate_forward_time: 46.4388427734, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4285926819
validation[          , genome 15411] predictions:    9859/  10000 (98.59%), best:    9891/10000 (98.91%), error:       442.88828, best error:       343.63113 on epoch:    63, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 615.9576416016s, input_fired_time: 7.9936251640, output_fired_time: 7.4074048996, propagate_forward_time: 231.6936950684, propagate_backward_time: 360.8589782715, weight_update_time: 0.7031762004, other_time: 8.0039062500
epoch time: 48.8526000977s, input_fired_time: 0.9831058979, output_fired_time: 0.0000000000, propagate_forward_time: 46.4379577637, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4315376282
validation[          , genome 15411] predictions:    9874/  10000 (98.74%), best:    9891/10000 (98.91%), error:       374.22455, best error:       343.63113 on epoch:    63, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 614.6802368164s, input_fired_time: 8.0205383301, output_fired_time: 7.4108853340, propagate_forward_time: 231.7348480225, propagate_backward_time: 359.4316711426, weight_update_time: 0.7044050097, other_time: 8.0822448730
epoch time: 48.7854270935s, input_fired_time: 0.9824891090, output_fired_time: 0.0000000000, propagate_forward_time: 46.3805732727, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4223632813
validation[          , genome 15411] predictions:    9884/  10000 (98.84%), best:    9891/10000 (98.91%), error:       353.27487, best error:       343.63113 on epoch:    63, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 615.7371826172s, input_fired_time: 7.9921517372, output_fired_time: 7.4255137444, propagate_forward_time: 232.2068023682, propagate_backward_time: 360.0961914063, weight_update_time: 0.7036502957, other_time: 8.0165405273
epoch time: 48.7665672302s, input_fired_time: 0.9865705967, output_fired_time: 0.0000000000, propagate_forward_time: 46.3342437744, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4457511902
validation[          , genome 15411] predictions:    9891/  10000 (98.91%), best:    9891/10000 (98.91%), error:       339.96899, best error:       339.96899 on epoch:    68, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 616.5164184570s, input_fired_time: 7.9791307449, output_fired_time: 7.4424180984, propagate_forward_time: 232.4597015381, propagate_backward_time: 360.7020874023, weight_update_time: 0.7029779553, other_time: 7.9330444336
epoch time: 48.7466926575s, input_fired_time: 0.9692870378, output_fired_time: 0.0000000000, propagate_forward_time: 46.4088287354, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3685760498
validation[          , genome 15411] predictions:    9886/  10000 (98.86%), best:    9891/10000 (98.91%), error:       374.52957, best error:       339.96899 on epoch:    68, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 619.1248168945s, input_fired_time: 7.9447045326, output_fired_time: 7.4459400177, propagate_forward_time: 233.8152008057, propagate_backward_time: 362.1539001465, weight_update_time: 0.6977387071, other_time: 7.7651062012
epoch time: 49.1648178101s, input_fired_time: 0.9776464701, output_fired_time: 0.0000000000, propagate_forward_time: 46.8096504211, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3775215149
validation[          , genome 15411] predictions:    9886/  10000 (98.86%), best:    9891/10000 (98.91%), error:       365.34332, best error:       339.96899 on epoch:    68, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 617.5561523438s, input_fired_time: 8.0569725037, output_fired_time: 7.4593548775, propagate_forward_time: 232.7434844971, propagate_backward_time: 361.2054443359, weight_update_time: 0.7077532411, other_time: 8.0909423828
epoch time: 48.6788063049s, input_fired_time: 0.9829947948, output_fired_time: 0.0000000000, propagate_forward_time: 46.2733421326, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4224700928
validation[          , genome 15411] predictions:    9891/  10000 (98.91%), best:    9891/10000 (98.91%), error:       324.21359, best error:       324.21359 on epoch:    71, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 615.4224243164s, input_fired_time: 7.9014863968, output_fired_time: 7.4566845894, propagate_forward_time: 232.4571685791, propagate_backward_time: 359.8383178711, weight_update_time: 0.6941596866, other_time: 7.7687988281
epoch time: 48.7294464111s, input_fired_time: 0.9710996747, output_fired_time: 0.0000000000, propagate_forward_time: 46.4002494812, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3580970764
validation[          , genome 15411] predictions:    9882/  10000 (98.82%), best:    9891/10000 (98.91%), error:       352.60083, best error:       324.21359 on epoch:    71, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 616.4509887695s, input_fired_time: 8.0205392838, output_fired_time: 7.4219279289, propagate_forward_time: 231.9538726807, propagate_backward_time: 361.0396118164, weight_update_time: 0.7006516457, other_time: 8.0150146484
epoch time: 48.9066734314s, input_fired_time: 0.9789780974, output_fired_time: 0.0000000000, propagate_forward_time: 46.5299682617, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3977279663
validation[          , genome 15411] predictions:    9886/  10000 (98.86%), best:    9891/10000 (98.91%), error:       353.96252, best error:       324.21359 on epoch:    71, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 616.8706054688s, input_fired_time: 7.9368338585, output_fired_time: 7.4363932610, propagate_forward_time: 232.7652587891, propagate_backward_time: 360.9252929688, weight_update_time: 0.6940108538, other_time: 7.8068237305
epoch time: 48.7776870728s, input_fired_time: 0.9678784013, output_fired_time: 0.0000000000, propagate_forward_time: 46.4489440918, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3608627319
validation[          , genome 15411] predictions:    9876/  10000 (98.76%), best:    9891/10000 (98.91%), error:       381.28064, best error:       324.21359 on epoch:    71, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 615.8413085938s, input_fired_time: 7.9070477486, output_fired_time: 7.4240012169, propagate_forward_time: 232.2943267822, propagate_backward_time: 360.4555969238, weight_update_time: 0.6951638460, other_time: 7.7603454590
epoch time: 48.8688507080s, input_fired_time: 0.9726476669, output_fired_time: 0.0000000000, propagate_forward_time: 46.5335769653, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3626251221
validation[          , genome 15411] predictions:    9875/  10000 (98.75%), best:    9891/10000 (98.91%), error:       421.54068, best error:       324.21359 on epoch:    71, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 616.7468872070s, input_fired_time: 8.0526447296, output_fired_time: 7.4387712479, propagate_forward_time: 232.4784851074, propagate_backward_time: 360.6752319336, weight_update_time: 0.7107577920, other_time: 8.1017150879
epoch time: 48.7907600403s, input_fired_time: 0.9840827584, output_fired_time: 0.0000000000, propagate_forward_time: 46.3703727722, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4363059998
validation[          , genome 15411] predictions:    9877/  10000 (98.77%), best:    9891/10000 (98.91%), error:       408.13715, best error:       324.21359 on epoch:    71, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 617.7459716797s, input_fired_time: 8.0863447189, output_fired_time: 7.4437298775, propagate_forward_time: 232.8121490479, propagate_backward_time: 361.2955017090, weight_update_time: 0.7116936445, other_time: 8.1082458496
epoch time: 48.9491882324s, input_fired_time: 0.9877417684, output_fired_time: 0.0000000000, propagate_forward_time: 46.5377616882, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4236831665
validation[          , genome 15411] predictions:    9882/  10000 (98.82%), best:    9891/10000 (98.91%), error:       394.92697, best error:       324.21359 on epoch:    71, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 619.3401489258s, input_fired_time: 8.0953817368, output_fired_time: 7.4754328728, propagate_forward_time: 233.4218444824, propagate_backward_time: 362.2296142578, weight_update_time: 0.7111350894, other_time: 8.1178894043
epoch time: 48.5592384338s, input_fired_time: 0.9784458280, output_fired_time: 0.0000000000, propagate_forward_time: 46.2124443054, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3683471680
validation[          , genome 15411] predictions:    9888/  10000 (98.88%), best:    9891/10000 (98.91%), error:       349.12766, best error:       324.21359 on epoch:    71, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 617.0003051758s, input_fired_time: 8.0253829956, output_fired_time: 7.4160776138, propagate_forward_time: 232.3761444092, propagate_backward_time: 361.2195739746, weight_update_time: 0.7021597624, other_time: 7.9631042480
epoch time: 49.0699005127s, input_fired_time: 0.9727296829, output_fired_time: 0.0000000000, propagate_forward_time: 46.7199745178, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3771972656
validation[          , genome 15411] predictions:    9882/  10000 (98.82%), best:    9891/10000 (98.91%), error:       359.81769, best error:       324.21359 on epoch:    71, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 616.5624389648s, input_fired_time: 8.0490350723, output_fired_time: 7.4455938339, propagate_forward_time: 232.5266265869, propagate_backward_time: 360.5511169434, weight_update_time: 0.7027354240, other_time: 7.9900817871
epoch time: 48.9757995605s, input_fired_time: 0.9762026668, output_fired_time: 0.0000000000, propagate_forward_time: 46.6341247559, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3654708862
validation[          , genome 15411] predictions:    9892/  10000 (98.92%), best:    9892/10000 (98.92%), error:       320.95755, best error:       320.95755 on epoch:    80, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 617.2201538086s, input_fired_time: 8.1051874161, output_fired_time: 7.4305171967, propagate_forward_time: 232.9840698242, propagate_backward_time: 360.6000976563, weight_update_time: 0.7047149539, other_time: 8.1002807617
epoch time: 49.1012458801s, input_fired_time: 0.9944187403, output_fired_time: 0.0000000000, propagate_forward_time: 46.6779594421, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4288673401
validation[          , genome 15411] predictions:    9886/  10000 (98.86%), best:    9892/10000 (98.92%), error:       334.80640, best error:       320.95755 on epoch:    80, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 616.5346679688s, input_fired_time: 7.9628663063, output_fired_time: 7.4380970001, propagate_forward_time: 232.4713439941, propagate_backward_time: 360.8154296875, weight_update_time: 0.6966326237, other_time: 7.8468933105
epoch time: 48.9624786377s, input_fired_time: 0.9747530222, output_fired_time: 0.0000000000, propagate_forward_time: 46.6214065552, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3663177490
validation[          , genome 15411] predictions:    9884/  10000 (98.84%), best:    9892/10000 (98.92%), error:       351.34354, best error:       320.95755 on epoch:    80, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 618.6822509766s, input_fired_time: 8.0310544968, output_fired_time: 7.4822263718, propagate_forward_time: 233.2263336182, propagate_backward_time: 361.9878845215, weight_update_time: 0.7051595449, other_time: 7.9547424316
epoch time: 48.9452171326s, input_fired_time: 0.9742690325, output_fired_time: 0.0000000000, propagate_forward_time: 46.6063079834, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3646392822
validation[          , genome 15411] predictions:    9894/  10000 (98.94%), best:    9892/10000 (98.92%), error:       347.46780, best error:       320.95755 on epoch:    80, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 617.0294189453s, input_fired_time: 8.0742483139, output_fired_time: 7.4428563118, propagate_forward_time: 232.6539154053, propagate_backward_time: 360.8217468262, weight_update_time: 0.7047481537, other_time: 8.0366516113
epoch time: 49.0241165161s, input_fired_time: 0.9814077020, output_fired_time: 0.0000000000, propagate_forward_time: 46.6744918823, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3682174683
validation[          , genome 15411] predictions:    9887/  10000 (98.87%), best:    9892/10000 (98.92%), error:       342.24585, best error:       320.95755 on epoch:    80, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 617.1270751953s, input_fired_time: 7.9702897072, output_fired_time: 7.4475054741, propagate_forward_time: 232.7304077148, propagate_backward_time: 361.1670837402, weight_update_time: 0.6952621341, other_time: 7.8117980957
epoch time: 48.8639030457s, input_fired_time: 0.9792372584, output_fired_time: 0.0000000000, propagate_forward_time: 46.5153121948, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3693542480
validation[          , genome 15411] predictions:    9897/  10000 (98.97%), best:    9892/10000 (98.92%), error:       328.18890, best error:       320.95755 on epoch:    80, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 614.4689331055s, input_fired_time: 7.9124302864, output_fired_time: 7.4137592316, propagate_forward_time: 231.7447967529, propagate_backward_time: 359.7071228027, weight_update_time: 0.6877991557, other_time: 7.6908264160
epoch time: 48.6721649170s, input_fired_time: 0.9727752805, output_fired_time: 0.0000000000, propagate_forward_time: 46.3420410156, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3573493958
validation[          , genome 15411] predictions:    9888/  10000 (98.88%), best:    9892/10000 (98.92%), error:       328.31091, best error:       320.95755 on epoch:    80, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 617.3690795898s, input_fired_time: 7.9357686043, output_fired_time: 7.4612417221, propagate_forward_time: 232.8729400635, propagate_backward_time: 361.4000244141, weight_update_time: 0.6898047924, other_time: 7.6990966797
epoch time: 48.9029884338s, input_fired_time: 0.9730165005, output_fired_time: 0.0000000000, propagate_forward_time: 46.5681800842, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3617935181
validation[          , genome 15411] predictions:    9893/  10000 (98.93%), best:    9892/10000 (98.92%), error:       323.73343, best error:       320.95755 on epoch:    80, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 618.4607543945s, input_fired_time: 7.9472246170, output_fired_time: 7.4703359604, propagate_forward_time: 233.2798461914, propagate_backward_time: 362.0135192871, weight_update_time: 0.6973260045, other_time: 7.7498474121
epoch time: 49.0480003357s, input_fired_time: 0.9821541309, output_fired_time: 0.0000000000, propagate_forward_time: 46.6996383667, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3662071228
validation[          , genome 15411] predictions:    9899/  10000 (98.99%), best:    9892/10000 (98.92%), error:       323.40121, best error:       320.95755 on epoch:    80, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 614.4129028320s, input_fired_time: 8.0612335205, output_fired_time: 7.4015860558, propagate_forward_time: 231.7845153809, propagate_backward_time: 359.0963439941, weight_update_time: 0.7032402754, other_time: 8.0692138672
epoch time: 48.6891365051s, input_fired_time: 0.9732801914, output_fired_time: 0.0000000000, propagate_forward_time: 46.3532257080, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3626289368
validation[          , genome 15411] predictions:    9892/  10000 (98.92%), best:    9892/10000 (98.92%), error:       347.77118, best error:       320.95755 on epoch:    80, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 617.7504882813s, input_fired_time: 7.9444508553, output_fired_time: 7.4634222984, propagate_forward_time: 232.9863128662, propagate_backward_time: 361.6419982910, weight_update_time: 0.6915472150, other_time: 7.7142639160
epoch time: 48.9998664856s, input_fired_time: 0.9712464809, output_fired_time: 0.0000000000, propagate_forward_time: 46.6628456116, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3657760620
validation[          , genome 15411] predictions:    9844/  10000 (98.44%), best:    9892/10000 (98.92%), error:       483.55170, best error:       320.95755 on epoch:    80, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 616.7058715820s, input_fired_time: 8.0281877518, output_fired_time: 7.4029283524, propagate_forward_time: 231.7482452393, propagate_backward_time: 361.5666198730, weight_update_time: 0.7053148150, other_time: 7.9598693848
epoch time: 48.8405151367s, input_fired_time: 0.9827315807, output_fired_time: 0.0000000000, propagate_forward_time: 46.4587020874, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3990821838
validation[          , genome 15411] predictions:    9885/  10000 (98.85%), best:    9892/10000 (98.92%), error:       371.00632, best error:       320.95755 on epoch:    80, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 616.9450073242s, input_fired_time: 8.0107641220, output_fired_time: 7.4378385544, propagate_forward_time: 233.0906372070, propagate_backward_time: 360.5520629883, weight_update_time: 0.6951447129, other_time: 7.8536987305
epoch time: 48.9453239441s, input_fired_time: 0.9784264565, output_fired_time: 0.0000000000, propagate_forward_time: 46.6094779968, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3574180603
validation[          , genome 15411] predictions:    9889/  10000 (98.89%), best:    9892/10000 (98.92%), error:       327.27084, best error:       320.95755 on epoch:    80, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 616.8962402344s, input_fired_time: 8.1011114120, output_fired_time: 7.4363169670, propagate_forward_time: 232.5687713623, propagate_backward_time: 360.6780395508, weight_update_time: 0.7081105113, other_time: 8.1119384766
epoch time: 48.8712806702s, input_fired_time: 0.9967250228, output_fired_time: 0.0000000000, propagate_forward_time: 46.4388389587, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4357185364
validation[          , genome 15411] predictions:    9888/  10000 (98.88%), best:    9892/10000 (98.92%), error:       347.09579, best error:       320.95755 on epoch:    80, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 616.8623046875s, input_fired_time: 8.0829687119, output_fired_time: 7.4381918907, propagate_forward_time: 232.5105438232, propagate_backward_time: 360.7715454102, weight_update_time: 0.7063399553, other_time: 8.0590820313
epoch time: 49.0176467896s, input_fired_time: 0.9941201210, output_fired_time: 0.0000000000, propagate_forward_time: 46.5900840759, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4334411621
validation[          , genome 15411] predictions:    9899/  10000 (98.99%), best:    9892/10000 (98.92%), error:       324.83093, best error:       320.95755 on epoch:    80, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 619.2026367188s, input_fired_time: 8.1102304459, output_fired_time: 7.4814743996, propagate_forward_time: 233.2371673584, propagate_backward_time: 362.3118591309, weight_update_time: 0.7082589865, other_time: 8.0619201660
epoch time: 49.1892433167s, input_fired_time: 0.9871776104, output_fired_time: 0.0000000000, propagate_forward_time: 46.8267021179, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3753623962
validation[          , genome 15411] predictions:    9892/  10000 (98.92%), best:    9892/10000 (98.92%), error:       340.06134, best error:       320.95755 on epoch:    80, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 617.5013427734s, input_fired_time: 7.9566140175, output_fired_time: 7.4537153244, propagate_forward_time: 232.8039550781, propagate_backward_time: 361.5452270508, weight_update_time: 0.6954026818, other_time: 7.7418212891
epoch time: 48.8540687561s, input_fired_time: 0.9791762233, output_fired_time: 0.0000000000, propagate_forward_time: 46.5120429993, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3628501892
validation[          , genome 15411] predictions:    9888/  10000 (98.88%), best:    9892/10000 (98.92%), error:       353.63922, best error:       320.95755 on epoch:    80, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 617.1435546875s, input_fired_time: 8.0695028305, output_fired_time: 7.4398245811, propagate_forward_time: 232.7009582520, propagate_backward_time: 360.9547119141, weight_update_time: 0.7014566064, other_time: 7.9785461426
epoch time: 48.6466827393s, input_fired_time: 0.9809619784, output_fired_time: 0.0000000000, propagate_forward_time: 46.2896194458, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3761024475
validation[          , genome 15411] predictions:    9892/  10000 (98.92%), best:    9892/10000 (98.92%), error:       326.04004, best error:       320.95755 on epoch:    80, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 615.0803222656s, input_fired_time: 7.9970421791, output_fired_time: 7.4068679810, propagate_forward_time: 232.1001586914, propagate_backward_time: 359.7359313965, weight_update_time: 0.6957658529, other_time: 7.8403015137
epoch time: 48.7467308044s, input_fired_time: 0.9793898463, output_fired_time: 0.0000000000, propagate_forward_time: 46.4016723633, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3656692505
validation[          , genome 15411] predictions:    9893/  10000 (98.93%), best:    9893/10000 (98.93%), error:       319.29346, best error:       319.29346 on epoch:    98, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 617.7133178711s, input_fired_time: 8.1135301590, output_fired_time: 7.4511637688, propagate_forward_time: 232.7880706787, propagate_backward_time: 361.2489013672, weight_update_time: 0.7109346390, other_time: 8.1116333008
epoch time: 48.8329963684s, input_fired_time: 0.9815416932, output_fired_time: 0.0000000000, propagate_forward_time: 46.4847106934, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3667449951
validation[          , genome 15411] predictions:    9894/  10000 (98.94%), best:    9893/10000 (98.93%), error:       330.81833, best error:       319.29346 on epoch:    98, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 619.0668945313s, input_fired_time: 8.1450901031, output_fired_time: 7.4773960114, propagate_forward_time: 233.3486785889, propagate_backward_time: 361.9986267090, weight_update_time: 0.7087906599, other_time: 8.0970764160
epoch time: 49.1011695862s, input_fired_time: 0.9961277246, output_fired_time: 0.0000000000, propagate_forward_time: 46.6715545654, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4334869385
validation[          , genome 15411] predictions:    9900/  10000 (99.00%), best:    9900/10000 (99.00%), error:       311.17123, best error:       311.17123 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: 245.5165863037s, input_fired_time: 5.0162768364, output_fired_time: 0.0000000000, propagate_forward_time: 233.2535552979, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 7.2467498779
best training[          , genome 15411] predictions:   50000/  50000 (100.00%), best:    9900/10000 (99.00%), error:       133.40036, best error:       311.17123 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: 49.0795974731s, input_fired_time: 1.0000525713, output_fired_time: 0.0000000000, propagate_forward_time: 46.6448554993, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4346885681
   testing[          , genome 15411] predictions:    9912/  10000 (99.12%), best:    9900/10000 (99.00%), error:       287.90881, best error:       311.17123 on epoch:   100, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
02:13:25 (3528): called boinc_finish(0)

</stderr_txt>
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