Nameexact_genome_1512568488_42_7122_1
Workunit2606839
Created7 Dec 2017, 23:55:25 UTC
Sent8 Dec 2017, 0:02:37 UTC
Report deadline15 Dec 2017, 19:58:22 UTC
Received8 Dec 2017, 2:29:49 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID56067
Run time1 hours 44 min 36 sec
CPU time1 hours 37 min 48 sec
Validate stateValid
Credit1,957.60
Device peak FLOPS5.28 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size124.47 MB
Peak swap size4,313.38 MB
Peak disk usage1.32 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
1, epoch:   13/100, mu: 0.7384625077, learning_rate: 0.0064167744, weight_decay: 0.0002566710

epoch time: 62.6498336792s, input_fired_time: 0.7297114134, output_fired_time: 0.4452816844, propagate_forward_time: 21.4502639771, propagate_backward_time: 38.3729858398, weight_update_time: 0.0723362714, other_time: 1.6515922546
epoch time: 4.6912503242s, input_fired_time: 0.0820552707, output_fired_time: 0.0000000000, propagate_forward_time: 4.3099370003, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2992582321
validation[          , genome  7122] predictions:    9694/  10000 (96.94%), best:    9699/10000 (96.99%), error:      1104.91870, best error:       982.42365 on epoch:    11, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 62.3952026367s, input_fired_time: 0.7233909369, output_fired_time: 0.4235388041, propagate_forward_time: 21.3986110687, propagate_backward_time: 38.1975631714, weight_update_time: 0.0757475123, other_time: 1.6520996094
epoch time: 4.7516674995s, input_fired_time: 0.0836232603, output_fired_time: 0.0000000000, propagate_forward_time: 4.3624620438, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3055820465
validation[          , genome  7122] predictions:    9663/  10000 (96.63%), best:    9699/10000 (96.99%), error:      1102.13354, best error:       982.42365 on epoch:    11, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 62.4328842163s, input_fired_time: 0.7469716668, output_fired_time: 0.4346717596, propagate_forward_time: 21.4392433167, propagate_backward_time: 38.1563796997, weight_update_time: 0.0714654550, other_time: 1.6556167603
epoch time: 4.5684022903s, input_fired_time: 0.0856466070, output_fired_time: 0.0000000000, propagate_forward_time: 4.1930055618, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2897500992
validation[          , genome  7122] predictions:    9707/  10000 (97.07%), best:    9699/10000 (96.99%), error:      1044.63269, best error:       982.42365 on epoch:    11, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 64.3865585327s, input_fired_time: 0.7767038941, output_fired_time: 0.4451686144, propagate_forward_time: 21.9795913696, propagate_backward_time: 39.4993438721, weight_update_time: 0.0757054761, other_time: 1.6857528687
epoch time: 4.5473585129s, input_fired_time: 0.0826293230, output_fired_time: 0.0000000000, propagate_forward_time: 4.1805396080, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2841897011
validation[          , genome  7122] predictions:    9718/  10000 (97.18%), best:    9699/10000 (96.99%), error:       989.85443, best error:       982.42365 on epoch:    11, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 62.5030403137s, input_fired_time: 0.7274886370, output_fired_time: 0.4315829277, propagate_forward_time: 21.4597015381, propagate_backward_time: 38.2665557861, weight_update_time: 0.0694755465, other_time: 1.6177101135
epoch time: 4.5457706451s, input_fired_time: 0.0813241750, output_fired_time: 0.0000000000, propagate_forward_time: 4.1661939621, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2982525826
validation[          , genome  7122] predictions:    9708/  10000 (97.08%), best:    9708/10000 (97.08%), error:       965.01886, best error:       965.01886 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 62.7739677429s, input_fired_time: 0.7441827059, output_fired_time: 0.4320584536, propagate_forward_time: 21.6089687347, propagate_backward_time: 38.3403053284, weight_update_time: 0.0712631866, other_time: 1.6484489441
epoch time: 4.5715723038s, input_fired_time: 0.0840643942, output_fired_time: 0.0000000000, propagate_forward_time: 4.1981086731, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2893991470
validation[          , genome  7122] predictions:    9687/  10000 (96.87%), best:    9708/10000 (97.08%), error:      1123.24707, best error:       965.01886 on epoch:    18, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 63.2787132263s, input_fired_time: 0.7406263947, output_fired_time: 0.4827924371, propagate_forward_time: 21.6876773834, propagate_backward_time: 38.7006492615, weight_update_time: 0.0753125995, other_time: 1.6669654846
epoch time: 4.2763137817s, input_fired_time: 0.0774034709, output_fired_time: 0.0000000000, propagate_forward_time: 3.9219388962, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2769713402
validation[          , genome  7122] predictions:    9700/  10000 (97.00%), best:    9708/10000 (97.08%), error:       983.03717, best error:       965.01886 on epoch:    18, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 59.2918167114s, input_fired_time: 0.7013842463, output_fired_time: 0.4086772501, propagate_forward_time: 20.4672679901, propagate_backward_time: 36.1826858521, weight_update_time: 0.0685562417, other_time: 1.5317993164
epoch time: 4.2038345337s, input_fired_time: 0.0774956271, output_fired_time: 0.0000000000, propagate_forward_time: 3.8530731201, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2732658386
validation[          , genome  7122] predictions:    9717/  10000 (97.17%), best:    9708/10000 (97.08%), error:       978.68005, best error:       965.01886 on epoch:    18, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 55.7486763000s, input_fired_time: 0.6663820744, output_fired_time: 0.3889511228, propagate_forward_time: 19.1240921021, propagate_backward_time: 34.0919570923, weight_update_time: 0.0641322434, other_time: 1.4772949219
epoch time: 4.0137777328s, input_fired_time: 0.0744734704, output_fired_time: 0.0000000000, propagate_forward_time: 3.6759629250, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2633414268
validation[          , genome  7122] predictions:    9661/  10000 (96.61%), best:    9708/10000 (97.08%), error:      1145.41406, best error:       965.01886 on epoch:    18, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 53.9118385315s, input_fired_time: 0.6377824545, output_fired_time: 0.3812872767, propagate_forward_time: 18.4642868042, propagate_backward_time: 32.9881515503, weight_update_time: 0.0619796775, other_time: 1.4403305054
epoch time: 4.0033798218s, input_fired_time: 0.0742096528, output_fired_time: 0.0000000000, propagate_forward_time: 3.6671178341, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2620522976
validation[          , genome  7122] predictions:    9684/  10000 (96.84%), best:    9708/10000 (97.08%), error:      1059.21509, best error:       965.01886 on epoch:    18, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 56.6422996521s, input_fired_time: 0.6819763780, output_fired_time: 0.3925389051, propagate_forward_time: 19.3500442505, propagate_backward_time: 34.7146797180, weight_update_time: 0.0617984459, other_time: 1.5030593872
epoch time: 4.2195477486s, input_fired_time: 0.0762540102, output_fired_time: 0.0000000000, propagate_forward_time: 3.8640158176, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2792780399
validation[          , genome  7122] predictions:    9643/  10000 (96.43%), best:    9708/10000 (97.08%), error:      1128.95691, best error:       965.01886 on epoch:    18, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 55.6866378784s, input_fired_time: 0.6558300853, output_fired_time: 0.4100932181, propagate_forward_time: 18.9976997375, propagate_backward_time: 34.1330718994, weight_update_time: 0.0631607473, other_time: 1.4899444580
epoch time: 3.9750394821s, input_fired_time: 0.0725241676, output_fired_time: 0.0000000000, propagate_forward_time: 3.6368715763, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2656438351
validation[          , genome  7122] predictions:    9704/  10000 (97.04%), best:    9704/10000 (97.04%), error:       963.05981, best error:       963.05981 on epoch:    25, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 54.6578178406s, input_fired_time: 0.6452655792, output_fired_time: 0.4090017676, propagate_forward_time: 18.6782836914, propagate_backward_time: 33.4638595581, weight_update_time: 0.0628575310, other_time: 1.4614067078
epoch time: 4.0746030807s, input_fired_time: 0.0744166151, output_fired_time: 0.0000000000, propagate_forward_time: 3.7325975895, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2675888538
validation[          , genome  7122] predictions:    9747/  10000 (97.47%), best:    9747/10000 (97.47%), error:       891.18756, best error:       891.18756 on epoch:    26, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 54.2351264954s, input_fired_time: 0.6464880705, output_fired_time: 0.3844923973, propagate_forward_time: 18.5919570923, propagate_backward_time: 33.1681671143, weight_update_time: 0.0621697120, other_time: 1.4440231323
epoch time: 3.9792568684s, input_fired_time: 0.0724347383, output_fired_time: 0.0000000000, propagate_forward_time: 3.6422836781, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2645385265
validation[          , genome  7122] predictions:    9653/  10000 (96.53%), best:    9747/10000 (97.47%), error:      1150.47107, best error:       891.18756 on epoch:    26, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 56.4848175049s, input_fired_time: 0.6727271676, output_fired_time: 0.3966939449, propagate_forward_time: 19.3377285004, propagate_backward_time: 34.5370979309, weight_update_time: 0.0643115118, other_time: 1.5405693054
epoch time: 4.6510381699s, input_fired_time: 0.0801346228, output_fired_time: 0.0000000000, propagate_forward_time: 4.2740077972, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2968959808
validation[          , genome  7122] predictions:    9716/  10000 (97.16%), best:    9747/10000 (97.47%), error:       925.38458, best error:       891.18756 on epoch:    26, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 53.7108306885s, input_fired_time: 0.6302961111, output_fired_time: 0.3806687593, propagate_forward_time: 18.3507728577, propagate_backward_time: 32.9154396057, weight_update_time: 0.0622459985, other_time: 1.4336547852
epoch time: 3.9692308903s, input_fired_time: 0.0724629760, output_fired_time: 0.0000000000, propagate_forward_time: 3.6331603527, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2636075020
validation[          , genome  7122] predictions:    9631/  10000 (96.31%), best:    9747/10000 (97.47%), error:      1189.63794, best error:       891.18756 on epoch:    26, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 53.2541770935s, input_fired_time: 0.6280626059, output_fired_time: 0.3723659217, propagate_forward_time: 18.2438507080, propagate_backward_time: 32.5792198181, weight_update_time: 0.0613946170, other_time: 1.4306793213
epoch time: 4.0233316422s, input_fired_time: 0.0731190220, output_fired_time: 0.0000000000, propagate_forward_time: 3.6797482967, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2704644203
validation[          , genome  7122] predictions:    9722/  10000 (97.22%), best:    9747/10000 (97.47%), error:       931.94885, best error:       891.18756 on epoch:    26, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 54.3136520386s, input_fired_time: 0.6382239461, output_fired_time: 0.3788438141, propagate_forward_time: 18.5980224609, propagate_backward_time: 33.2598342896, weight_update_time: 0.0644050613, other_time: 1.4387245178
epoch time: 4.0024585724s, input_fired_time: 0.0740670264, output_fired_time: 0.0000000000, propagate_forward_time: 3.6650381088, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2633533478
validation[          , genome  7122] predictions:    9708/  10000 (97.08%), best:    9747/10000 (97.47%), error:       987.44147, best error:       891.18756 on epoch:    26, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 53.0318984985s, input_fired_time: 0.6270189881, output_fired_time: 0.3804568052, propagate_forward_time: 18.1615638733, propagate_backward_time: 32.4465713501, weight_update_time: 0.0605791248, other_time: 1.4162902832
epoch time: 3.9574630260s, input_fired_time: 0.0726951435, output_fired_time: 0.0000000000, propagate_forward_time: 3.6242344379, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2605333328
validation[          , genome  7122] predictions:    9732/  10000 (97.32%), best:    9747/10000 (97.47%), error:       907.06750, best error:       891.18756 on epoch:    26, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 53.1089591980s, input_fired_time: 0.6256538630, output_fired_time: 0.3860449195, propagate_forward_time: 18.1890735626, propagate_backward_time: 32.4855766296, weight_update_time: 0.0603293963, other_time: 1.4226112366
epoch time: 3.9790194035s, input_fired_time: 0.0738929212, output_fired_time: 0.0000000000, propagate_forward_time: 3.6396319866, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2654945850
validation[          , genome  7122] predictions:    9735/  10000 (97.35%), best:    9747/10000 (97.47%), error:       941.66907, best error:       891.18756 on epoch:    26, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 56.0706825256s, input_fired_time: 0.6644716263, output_fired_time: 0.3978387117, propagate_forward_time: 19.1880054474, propagate_backward_time: 34.2815704346, weight_update_time: 0.0626401752, other_time: 1.5387954712
epoch time: 4.6053171158s, input_fired_time: 0.0861216933, output_fired_time: 0.0000000000, propagate_forward_time: 4.2053480148, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3138475418
validation[          , genome  7122] predictions:    9726/  10000 (97.26%), best:    9747/10000 (97.47%), error:       954.87109, best error:       891.18756 on epoch:    26, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 56.8177299500s, input_fired_time: 0.6599882841, output_fired_time: 0.3980970681, propagate_forward_time: 19.3950538635, propagate_backward_time: 34.8321113586, weight_update_time: 0.0631820560, other_time: 1.5324783325
epoch time: 3.9649107456s, input_fired_time: 0.0748266950, output_fired_time: 0.0000000000, propagate_forward_time: 3.6263890266, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2636950016
validation[          , genome  7122] predictions:    9689/  10000 (96.89%), best:    9747/10000 (97.47%), error:       992.92010, best error:       891.18756 on epoch:    26, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 53.9566955566s, input_fired_time: 0.6377211213, output_fired_time: 0.3961183131, propagate_forward_time: 18.4948501587, propagate_backward_time: 32.9747352600, weight_update_time: 0.0646292940, other_time: 1.4532699585
epoch time: 3.9993295670s, input_fired_time: 0.0746318996, output_fired_time: 0.0000000000, propagate_forward_time: 3.6548063755, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2698912621
validation[          , genome  7122] predictions:    9747/  10000 (97.47%), best:    9747/10000 (97.47%), error:       882.05511, best error:       882.05511 on epoch:    36, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 53.7408866882s, input_fired_time: 0.6374357343, output_fired_time: 0.3820535839, propagate_forward_time: 18.3620986938, propagate_backward_time: 32.9222068787, weight_update_time: 0.0622284748, other_time: 1.4370918274
epoch time: 3.9865381718s, input_fired_time: 0.0736141428, output_fired_time: 0.0000000000, propagate_forward_time: 3.6499288082, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2629952431
validation[          , genome  7122] predictions:    9646/  10000 (96.46%), best:    9747/10000 (97.47%), error:      1205.46362, best error:       882.05511 on epoch:    36, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 55.2287406921s, input_fired_time: 0.6546493769, output_fired_time: 0.3828819990, propagate_forward_time: 18.9194316864, propagate_backward_time: 33.7955513000, weight_update_time: 0.0629428104, other_time: 1.4762306213
epoch time: 4.0858211517s, input_fired_time: 0.0778538585, output_fired_time: 0.0000000000, propagate_forward_time: 3.7397482395, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2682192326
validation[          , genome  7122] predictions:    9735/  10000 (97.35%), best:    9747/10000 (97.47%), error:       896.81183, best error:       882.05511 on epoch:    36, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 56.0295333862s, input_fired_time: 0.6736433506, output_fired_time: 0.3979002237, propagate_forward_time: 19.2505092621, propagate_backward_time: 34.2133293152, weight_update_time: 0.0629513487, other_time: 1.4941520691
epoch time: 4.1861233711s, input_fired_time: 0.0778556466, output_fired_time: 0.0000000000, propagate_forward_time: 3.8437407017, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2645270824
validation[          , genome  7122] predictions:    9761/  10000 (97.61%), best:    9761/10000 (97.61%), error:       808.65784, best error:       808.65784 on epoch:    39, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 59.1304931641s, input_fired_time: 0.7295014262, output_fired_time: 0.4330397844, propagate_forward_time: 20.3263454437, propagate_backward_time: 36.0712852478, weight_update_time: 0.0682797804, other_time: 1.5703239441
epoch time: 4.0535426140s, input_fired_time: 0.0770351812, output_fired_time: 0.0000000000, propagate_forward_time: 3.7160599232, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2604475021
validation[          , genome  7122] predictions:    9686/  10000 (96.86%), best:    9761/10000 (97.61%), error:      1100.26367, best error:       808.65784 on epoch:    39, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 58.2120132446s, input_fired_time: 0.7015662789, output_fired_time: 0.4221796989, propagate_forward_time: 19.8639850616, propagate_backward_time: 35.7032623291, weight_update_time: 0.0718572587, other_time: 1.5210189819
epoch time: 4.0447640419s, input_fired_time: 0.0843475983, output_fired_time: 0.0000000000, propagate_forward_time: 3.6959731579, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2644433975
validation[          , genome  7122] predictions:    9765/  10000 (97.65%), best:    9765/10000 (97.65%), error:       794.86090, best error:       794.86090 on epoch:    41, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 54.4380760193s, input_fired_time: 0.6583721638, output_fired_time: 0.3973917067, propagate_forward_time: 18.6553478241, propagate_backward_time: 33.2777023315, weight_update_time: 0.0618073866, other_time: 1.4492645264
epoch time: 3.9949254990s, input_fired_time: 0.0749022961, output_fired_time: 0.0000000000, propagate_forward_time: 3.6559865475, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2640366554
validation[          , genome  7122] predictions:    9667/  10000 (96.67%), best:    9765/10000 (97.65%), error:      1105.93774, best error:       794.86090 on epoch:    41, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 53.8324890137s, input_fired_time: 0.6477470398, output_fired_time: 0.3918692172, propagate_forward_time: 18.4130706787, propagate_backward_time: 32.9275588989, weight_update_time: 0.0640278161, other_time: 1.4522438049
epoch time: 4.0369391441s, input_fired_time: 0.0808859840, output_fired_time: 0.0000000000, propagate_forward_time: 3.6837852001, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2722680569
validation[          , genome  7122] predictions:    9707/  10000 (97.07%), best:    9765/10000 (97.65%), error:       977.40332, best error:       794.86090 on epoch:    41, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 53.8885307312s, input_fired_time: 0.6428542137, output_fired_time: 0.3890545964, propagate_forward_time: 18.3645896912, propagate_backward_time: 33.0517883301, weight_update_time: 0.0630332381, other_time: 1.4402465820
epoch time: 5.0787305832s, input_fired_time: 0.1079722196, output_fired_time: 0.0000000000, propagate_forward_time: 4.6711325645, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2996258736
validation[          , genome  7122] predictions:    9714/  10000 (97.14%), best:    9765/10000 (97.65%), error:      1006.10138, best error:       794.86090 on epoch:    41, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 55.3771209717s, input_fired_time: 0.6637766957, output_fired_time: 0.3967852294, propagate_forward_time: 18.9183731079, propagate_backward_time: 33.9157028198, weight_update_time: 0.0676252022, other_time: 1.4824829102
epoch time: 4.2318253517s, input_fired_time: 0.0787173957, output_fired_time: 0.0000000000, propagate_forward_time: 3.8604006767, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2927074432
validation[          , genome  7122] predictions:    9717/  10000 (97.17%), best:    9765/10000 (97.65%), error:       959.29236, best error:       794.86090 on epoch:    41, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 55.0566749573s, input_fired_time: 0.6635771394, output_fired_time: 0.3886166513, propagate_forward_time: 18.8616104126, propagate_backward_time: 33.6879692078, weight_update_time: 0.0629566461, other_time: 1.4548988342
epoch time: 4.1453223228s, input_fired_time: 0.0792957991, output_fired_time: 0.0000000000, propagate_forward_time: 3.7948811054, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2711455822
validation[          , genome  7122] predictions:    9723/  10000 (97.23%), best:    9765/10000 (97.65%), error:       964.88232, best error:       794.86090 on epoch:    41, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 57.0271568298s, input_fired_time: 0.6780422330, output_fired_time: 0.4118656516, propagate_forward_time: 19.4646797180, propagate_backward_time: 34.9533576965, weight_update_time: 0.0652977452, other_time: 1.5192108154
epoch time: 4.1940898895s, input_fired_time: 0.0845444351, output_fired_time: 0.0000000000, propagate_forward_time: 3.8364043236, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2731409073
validation[          , genome  7122] predictions:    9767/  10000 (97.67%), best:    9765/10000 (97.65%), error:       848.20251, best error:       794.86090 on epoch:    41, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 53.8738212585s, input_fired_time: 0.6541166306, output_fired_time: 0.3910927773, propagate_forward_time: 18.4231491089, propagate_backward_time: 32.9639129639, weight_update_time: 0.0624039508, other_time: 1.4415473938
epoch time: 4.0259075165s, input_fired_time: 0.0758746415, output_fired_time: 0.0000000000, propagate_forward_time: 3.6824674606, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2675654888
validation[          , genome  7122] predictions:    9745/  10000 (97.45%), best:    9765/10000 (97.65%), error:       853.99097, best error:       794.86090 on epoch:    41, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 54.1791954041s, input_fired_time: 0.6452260613, output_fired_time: 0.3906821907, propagate_forward_time: 18.4599323273, propagate_backward_time: 33.2113876343, weight_update_time: 0.0621910617, other_time: 1.4719696045
epoch time: 4.0585193634s, input_fired_time: 0.0777797177, output_fired_time: 0.0000000000, propagate_forward_time: 3.7146043777, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2661352158
validation[          , genome  7122] predictions:    9752/  10000 (97.52%), best:    9765/10000 (97.65%), error:       861.62061, best error:       794.86090 on epoch:    41, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 53.7186622620s, input_fired_time: 0.6513342857, output_fired_time: 0.3817035854, propagate_forward_time: 18.3955917358, propagate_backward_time: 32.8550033569, weight_update_time: 0.0624510646, other_time: 1.4350318909
epoch time: 4.2894396782s, input_fired_time: 0.0839323625, output_fired_time: 0.0000000000, propagate_forward_time: 3.9269123077, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2785949707
validation[          , genome  7122] predictions:    9753/  10000 (97.53%), best:    9765/10000 (97.65%), error:       839.63184, best error:       794.86090 on epoch:    41, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 59.1814842224s, input_fired_time: 0.7079095244, output_fired_time: 0.4111561477, propagate_forward_time: 20.2686405182, propagate_backward_time: 36.2289047241, weight_update_time: 0.0682680830, other_time: 1.5648727417
epoch time: 4.2573881149s, input_fired_time: 0.0808209479, output_fired_time: 0.0000000000, propagate_forward_time: 3.9019703865, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2745966911
validation[          , genome  7122] predictions:    9751/  10000 (97.51%), best:    9765/10000 (97.65%), error:       852.25592, best error:       794.86090 on epoch:    41, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 54.7970733643s, input_fired_time: 0.6710801125, output_fired_time: 0.3917660713, propagate_forward_time: 18.7063789368, propagate_backward_time: 33.5624122620, weight_update_time: 0.0667831004, other_time: 1.4654350281
epoch time: 3.9962317944s, input_fired_time: 0.0740790218, output_fired_time: 0.0000000000, propagate_forward_time: 3.6567802429, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2653725147
validation[          , genome  7122] predictions:    9766/  10000 (97.66%), best:    9765/10000 (97.65%), error:       819.13312, best error:       794.86090 on epoch:    41, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 55.6416053772s, input_fired_time: 0.6775867939, output_fired_time: 0.3991680443, propagate_forward_time: 18.9809570312, propagate_backward_time: 34.1025772095, weight_update_time: 0.0660076961, other_time: 1.4813156128
epoch time: 3.9691059589s, input_fired_time: 0.0747881830, output_fired_time: 0.0000000000, propagate_forward_time: 3.6283521652, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2659657001
validation[          , genome  7122] predictions:    9767/  10000 (97.67%), best:    9765/10000 (97.65%), error:       844.33911, best error:       794.86090 on epoch:    41, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 53.6462860107s, input_fired_time: 0.6422351003, output_fired_time: 0.3884336948, propagate_forward_time: 18.3184833527, propagate_backward_time: 32.8751983643, weight_update_time: 0.0605509169, other_time: 1.4219360352
epoch time: 3.8909156322s, input_fired_time: 0.0729800016, output_fired_time: 0.0000000000, propagate_forward_time: 3.5611512661, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2567844391
validation[          , genome  7122] predictions:    9740/  10000 (97.40%), best:    9765/10000 (97.65%), error:       885.33643, best error:       794.86090 on epoch:    41, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 53.3000259399s, input_fired_time: 0.6427932382, output_fired_time: 0.3890887201, propagate_forward_time: 18.1959724426, propagate_backward_time: 32.6624031067, weight_update_time: 0.0598941818, other_time: 1.4097709656
epoch time: 4.0924782753s, input_fired_time: 0.0751371235, output_fired_time: 0.0000000000, propagate_forward_time: 3.7466850281, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2706561089
validation[          , genome  7122] predictions:    9746/  10000 (97.46%), best:    9765/10000 (97.65%), error:       913.01526, best error:       794.86090 on epoch:    41, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 53.3111686707s, input_fired_time: 0.6399449706, output_fired_time: 0.3842901587, propagate_forward_time: 18.2232799530, propagate_backward_time: 32.6523895264, weight_update_time: 0.0601119250, other_time: 1.4112625122
epoch time: 4.0867657661s, input_fired_time: 0.0749745443, output_fired_time: 0.0000000000, propagate_forward_time: 3.7430706024, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2687206268
validation[          , genome  7122] predictions:    9699/  10000 (96.99%), best:    9765/10000 (97.65%), error:      1013.15552, best error:       794.86090 on epoch:    41, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 52.8244247437s, input_fired_time: 0.6345885396, output_fired_time: 0.3819245398, propagate_forward_time: 18.0580043793, propagate_backward_time: 32.3371009827, weight_update_time: 0.0600617304, other_time: 1.4128074646
epoch time: 3.9117741585s, input_fired_time: 0.0729459897, output_fired_time: 0.0000000000, propagate_forward_time: 3.5772304535, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2615976334
validation[          , genome  7122] predictions:    9747/  10000 (97.47%), best:    9765/10000 (97.65%), error:       856.89532, best error:       794.86090 on epoch:    41, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 53.2172203064s, input_fired_time: 0.6322630048, output_fired_time: 0.3793015480, propagate_forward_time: 18.2735729218, propagate_backward_time: 32.5048408508, weight_update_time: 0.0615133941, other_time: 1.4272422791
epoch time: 3.9215896130s, input_fired_time: 0.0761121511, output_fired_time: 0.0000000000, propagate_forward_time: 3.5817894936, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2636880875
validation[          , genome  7122] predictions:    9749/  10000 (97.49%), best:    9765/10000 (97.65%), error:       886.69843, best error:       794.86090 on epoch:    41, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 54.1864776611s, input_fired_time: 0.6815716028, output_fired_time: 0.3882529736, propagate_forward_time: 18.5249385834, propagate_backward_time: 33.1485633850, weight_update_time: 0.0626874045, other_time: 1.4431495667
epoch time: 4.0531430244s, input_fired_time: 0.0799897984, output_fired_time: 0.0000000000, propagate_forward_time: 3.7058269978, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2673261166
validation[          , genome  7122] predictions:    9721/  10000 (97.21%), best:    9765/10000 (97.65%), error:       943.02789, best error:       794.86090 on epoch:    41, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 53.5359344482s, input_fired_time: 0.6472819448, output_fired_time: 0.3796232343, propagate_forward_time: 18.2643566132, propagate_backward_time: 32.8001022339, weight_update_time: 0.0600529574, other_time: 1.4445724487
epoch time: 4.0203685760s, input_fired_time: 0.0750212744, output_fired_time: 0.0000000000, propagate_forward_time: 3.6823651791, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2629821301
validation[          , genome  7122] predictions:    9713/  10000 (97.13%), best:    9765/10000 (97.65%), error:      1031.73975, best error:       794.86090 on epoch:    41, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 53.0800247192s, input_fired_time: 0.6363475323, output_fired_time: 0.3817749918, propagate_forward_time: 18.1164226532, propagate_backward_time: 32.5223426819, weight_update_time: 0.0612500608, other_time: 1.4231376648
epoch time: 3.9573602676s, input_fired_time: 0.0833292902, output_fired_time: 0.0000000000, propagate_forward_time: 3.6051969528, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2688341141
validation[          , genome  7122] predictions:    9747/  10000 (97.47%), best:    9765/10000 (97.65%), error:       883.01794, best error:       794.86090 on epoch:    41, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 57.6281547546s, input_fired_time: 0.7099021077, output_fired_time: 0.4065458775, propagate_forward_time: 19.6126251221, propagate_backward_time: 35.2827224731, weight_update_time: 0.0688276067, other_time: 1.6163558960
epoch time: 4.2153186798s, input_fired_time: 0.0813669488, output_fired_time: 0.0000000000, propagate_forward_time: 3.8585095406, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2754421234
validation[          , genome  7122] predictions:    9694/  10000 (96.94%), best:    9765/10000 (97.65%), error:      1054.85889, best error:       794.86090 on epoch:    41, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 56.4936752319s, input_fired_time: 0.6653051972, output_fired_time: 0.4058915973, propagate_forward_time: 19.2335472107, propagate_backward_time: 34.6646461487, weight_update_time: 0.0619776100, other_time: 1.5242843628
epoch time: 3.9659399986s, input_fired_time: 0.0792040080, output_fired_time: 0.0000000000, propagate_forward_time: 3.6228196621, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2639162540
validation[          , genome  7122] predictions:    9701/  10000 (97.01%), best:    9765/10000 (97.65%), error:       992.05756, best error:       794.86090 on epoch:    41, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 54.1866302490s, input_fired_time: 0.6602485180, output_fired_time: 0.3891015351, propagate_forward_time: 18.4232215881, propagate_backward_time: 33.2586135864, weight_update_time: 0.0621657185, other_time: 1.4554443359
epoch time: 4.3193397522s, input_fired_time: 0.0809772015, output_fired_time: 0.0000000000, propagate_forward_time: 3.9544994831, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2838628292
validation[          , genome  7122] predictions:    9758/  10000 (97.58%), best:    9765/10000 (97.65%), error:       875.33478, best error:       794.86090 on epoch:    41, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 54.1599960327s, input_fired_time: 0.6603512764, output_fired_time: 0.4013927579, propagate_forward_time: 18.4785690308, propagate_backward_time: 33.1752319336, weight_update_time: 0.0635539070, other_time: 1.4444503784
epoch time: 4.7217698097s, input_fired_time: 0.0847928971, output_fired_time: 0.0000000000, propagate_forward_time: 4.2991685867, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3378081322
validation[          , genome  7122] predictions:    9758/  10000 (97.58%), best:    9765/10000 (97.65%), error:       840.24396, best error:       794.86090 on epoch:    41, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 55.3566780090s, input_fired_time: 0.6681168675, output_fired_time: 0.3924882710, propagate_forward_time: 18.9151668549, propagate_backward_time: 33.8761749268, weight_update_time: 0.0674850270, other_time: 1.5047302246
epoch time: 4.3742361069s, input_fired_time: 0.0774222016, output_fired_time: 0.0000000000, propagate_forward_time: 4.0109920502, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2858219147
validation[          , genome  7122] predictions:    9741/  10000 (97.41%), best:    9765/10000 (97.65%), error:       884.63434, best error:       794.86090 on epoch:    41, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 55.5766601562s, input_fired_time: 0.6725717783, output_fired_time: 0.3926542699, propagate_forward_time: 18.9805202484, propagate_backward_time: 34.0422897339, weight_update_time: 0.0613624752, other_time: 1.4886245728
epoch time: 4.1793541908s, input_fired_time: 0.0881129056, output_fired_time: 0.0000000000, propagate_forward_time: 3.8058221340, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2854192257
validation[          , genome  7122] predictions:    9698/  10000 (96.98%), best:    9765/10000 (97.65%), error:       980.05853, best error:       794.86090 on epoch:    41, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 55.4777603149s, input_fired_time: 0.6752961874, output_fired_time: 0.3977786899, propagate_forward_time: 18.8160820007, propagate_backward_time: 34.0813980103, weight_update_time: 0.0619514212, other_time: 1.5072059631
epoch time: 4.0431704521s, input_fired_time: 0.0743664503, output_fired_time: 0.0000000000, propagate_forward_time: 3.6990923882, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2697114944
validation[          , genome  7122] predictions:    9627/  10000 (96.27%), best:    9765/10000 (97.65%), error:      1269.34497, best error:       794.86090 on epoch:    41, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 56.4381523132s, input_fired_time: 0.6928858161, output_fired_time: 0.4050985873, propagate_forward_time: 19.2595748901, propagate_backward_time: 34.5484771729, weight_update_time: 0.0644670576, other_time: 1.5321159363
epoch time: 4.2297601700s, input_fired_time: 0.0798520222, output_fired_time: 0.0000000000, propagate_forward_time: 3.8544247150, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2954833508
validation[          , genome  7122] predictions:    9494/  10000 (94.94%), best:    9765/10000 (97.65%), error:      1623.70056, best error:       794.86090 on epoch:    41, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 55.4359169006s, input_fired_time: 0.6751664281, output_fired_time: 0.4204654098, propagate_forward_time: 18.9997978210, propagate_backward_time: 33.8256225586, weight_update_time: 0.0613790341, other_time: 1.5148658752
epoch time: 3.9495325089s, input_fired_time: 0.0779022649, output_fired_time: 0.0000000000, propagate_forward_time: 3.6064028740, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2652273178
validation[          , genome  7122] predictions:    9730/  10000 (97.30%), best:    9765/10000 (97.65%), error:       935.51526, best error:       794.86090 on epoch:    41, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 55.0135688782s, input_fired_time: 0.6721714139, output_fired_time: 0.3848108351, propagate_forward_time: 18.7233161926, propagate_backward_time: 33.7547836304, weight_update_time: 0.0724659339, other_time: 1.4784851074
epoch time: 4.3825864792s, input_fired_time: 0.0812763721, output_fired_time: 0.0000000000, propagate_forward_time: 4.0108733177, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2904367447
validation[          , genome  7122] predictions:    9723/  10000 (97.23%), best:    9765/10000 (97.65%), error:       940.60425, best error:       794.86090 on epoch:    41, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 55.9504776001s, input_fired_time: 0.6628018022, output_fired_time: 0.4186529815, propagate_forward_time: 19.0818862915, propagate_backward_time: 34.2870712280, weight_update_time: 0.0665125549, other_time: 1.5000648499
epoch time: 4.1503343582s, input_fired_time: 0.0784253851, output_fired_time: 0.0000000000, propagate_forward_time: 3.7958328724, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2760760784
validation[          , genome  7122] predictions:    9744/  10000 (97.44%), best:    9765/10000 (97.65%), error:       893.73981, best error:       794.86090 on epoch:    41, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 54.2678833008s, input_fired_time: 0.6560057998, output_fired_time: 0.4034392238, propagate_forward_time: 18.5400562286, propagate_backward_time: 33.2232246399, weight_update_time: 0.0615424030, other_time: 1.4451560974
epoch time: 4.0688381195s, input_fired_time: 0.0753685609, output_fired_time: 0.0000000000, propagate_forward_time: 3.7200546265, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2734148502
validation[          , genome  7122] predictions:    9703/  10000 (97.03%), best:    9765/10000 (97.65%), error:      1000.41144, best error:       794.86090 on epoch:    41, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 54.7979545593s, input_fired_time: 0.6444863081, output_fired_time: 0.4043945968, propagate_forward_time: 18.7165508270, propagate_backward_time: 33.5656700134, weight_update_time: 0.0613900423, other_time: 1.4668540955
epoch time: 4.0815925598s, input_fired_time: 0.0798608214, output_fired_time: 0.0000000000, propagate_forward_time: 3.7309219837, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2708098888
validation[          , genome  7122] predictions:    9725/  10000 (97.25%), best:    9765/10000 (97.65%), error:       950.17273, best error:       794.86090 on epoch:    41, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 55.3557929993s, input_fired_time: 0.6590827107, output_fired_time: 0.3880703151, propagate_forward_time: 18.9130153656, propagate_backward_time: 33.9200668335, weight_update_time: 0.0614998378, other_time: 1.4755554199
epoch time: 4.2693200111s, input_fired_time: 0.0819916278, output_fired_time: 0.0000000000, propagate_forward_time: 3.9065458775, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2807824612
validation[          , genome  7122] predictions:    9744/  10000 (97.44%), best:    9765/10000 (97.65%), error:       920.94159, best error:       794.86090 on epoch:    41, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 55.6135444641s, input_fired_time: 0.6616345644, output_fired_time: 0.3995539844, propagate_forward_time: 18.9574661255, propagate_backward_time: 34.1157379150, weight_update_time: 0.0607061759, other_time: 1.4791488647
epoch time: 3.9667584896s, input_fired_time: 0.0777751431, output_fired_time: 0.0000000000, propagate_forward_time: 3.6227483749, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2662348747
validation[          , genome  7122] predictions:    9729/  10000 (97.29%), best:    9765/10000 (97.65%), error:       939.53796, best error:       794.86090 on epoch:    41, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 54.0169487000s, input_fired_time: 0.6506237388, output_fired_time: 0.3939677775, propagate_forward_time: 18.4747753143, propagate_backward_time: 33.0764427185, weight_update_time: 0.0609228574, other_time: 1.4211387634
epoch time: 4.7624821663s, input_fired_time: 0.0856815502, output_fired_time: 0.0000000000, propagate_forward_time: 4.3239722252, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3528285027
validation[          , genome  7122] predictions:    9698/  10000 (96.98%), best:    9765/10000 (97.65%), error:      1031.47168, best error:       794.86090 on epoch:    41, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 54.1277160645s, input_fired_time: 0.6536074877, output_fired_time: 0.3922306001, propagate_forward_time: 18.4620876312, propagate_backward_time: 33.1364326477, weight_update_time: 0.0632036477, other_time: 1.4833564758
epoch time: 3.9756660461s, input_fired_time: 0.0765084848, output_fired_time: 0.0000000000, propagate_forward_time: 3.6231298447, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2760276794
validation[          , genome  7122] predictions:    9695/  10000 (96.95%), best:    9765/10000 (97.65%), error:       997.16919, best error:       794.86090 on epoch:    41, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 53.8477935791s, input_fired_time: 0.6605775952, output_fired_time: 0.3848062456, propagate_forward_time: 18.3136768341, propagate_backward_time: 33.0289230347, weight_update_time: 0.0613239333, other_time: 1.4598083496
epoch time: 4.0145988464s, input_fired_time: 0.0833399221, output_fired_time: 0.0000000000, propagate_forward_time: 3.6568777561, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2743811607
validation[          , genome  7122] predictions:    9754/  10000 (97.54%), best:    9765/10000 (97.65%), error:       832.76447, best error:       794.86090 on epoch:    41, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 53.4387550354s, input_fired_time: 0.6324754357, output_fired_time: 0.3876746595, propagate_forward_time: 18.2098083496, propagate_backward_time: 32.7858085632, weight_update_time: 0.0608681515, other_time: 1.4229850769
epoch time: 3.9576888084s, input_fired_time: 0.0787096769, output_fired_time: 0.0000000000, propagate_forward_time: 3.6051366329, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2738425732
validation[          , genome  7122] predictions:    9775/  10000 (97.75%), best:    9765/10000 (97.65%), error:       797.21301, best error:       794.86090 on epoch:    41, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 57.1152305603s, input_fired_time: 0.6901993752, output_fired_time: 0.4173623621, propagate_forward_time: 19.5572280884, propagate_backward_time: 34.9323539734, weight_update_time: 0.0704104602, other_time: 1.5180854797
epoch time: 4.1952695847s, input_fired_time: 0.0806848183, output_fired_time: 0.0000000000, propagate_forward_time: 3.8326241970, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2819607258
validation[          , genome  7122] predictions:    9739/  10000 (97.39%), best:    9765/10000 (97.65%), error:       895.50708, best error:       794.86090 on epoch:    41, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 58.2585906982s, input_fired_time: 0.6777172089, output_fired_time: 0.4258131683, propagate_forward_time: 19.9832134247, propagate_backward_time: 35.6287879944, weight_update_time: 0.0652938709, other_time: 1.5430564880
epoch time: 4.2560291290s, input_fired_time: 0.0803823248, output_fired_time: 0.0000000000, propagate_forward_time: 3.8987631798, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2768836021
validation[          , genome  7122] predictions:    9683/  10000 (96.83%), best:    9765/10000 (97.65%), error:      1081.20447, best error:       794.86090 on epoch:    41, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 59.0025138855s, input_fired_time: 0.7273177505, output_fired_time: 0.4076723754, propagate_forward_time: 20.2060165405, propagate_backward_time: 36.0938034058, weight_update_time: 0.0648325682, other_time: 1.5677032471
epoch time: 4.4213895798s, input_fired_time: 0.0855034888, output_fired_time: 0.0000000000, propagate_forward_time: 4.0394148827, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2964711189
validation[          , genome  7122] predictions:    9732/  10000 (97.32%), best:    9765/10000 (97.65%), error:       897.22687, best error:       794.86090 on epoch:    41, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 60.0672836304s, input_fired_time: 0.7174785137, output_fired_time: 0.4379865527, propagate_forward_time: 20.5737705231, propagate_backward_time: 36.7113647461, weight_update_time: 0.0676536933, other_time: 1.6266784668
epoch time: 4.5526361465s, input_fired_time: 0.0839241296, output_fired_time: 0.0000000000, propagate_forward_time: 4.1705460548, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2981657982
validation[          , genome  7122] predictions:    9754/  10000 (97.54%), best:    9765/10000 (97.65%), error:       877.58325, best error:       794.86090 on epoch:    41, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 60.9366188049s, input_fired_time: 0.7314739227, output_fired_time: 0.4386649430, propagate_forward_time: 20.8264865875, propagate_backward_time: 37.3394203186, weight_update_time: 0.0691480264, other_time: 1.6005744934
epoch time: 4.4652647972s, input_fired_time: 0.0860350281, output_fired_time: 0.0000000000, propagate_forward_time: 4.0896234512, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2896060944
validation[          , genome  7122] predictions:    9662/  10000 (96.62%), best:    9765/10000 (97.65%), error:      1124.73291, best error:       794.86090 on epoch:    41, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 60.4903945923s, input_fired_time: 0.7310786247, output_fired_time: 0.4273489118, propagate_forward_time: 20.6862754822, propagate_backward_time: 37.0382194519, weight_update_time: 0.0691935718, other_time: 1.6074714661
epoch time: 4.6412587166s, input_fired_time: 0.0981086791, output_fired_time: 0.0000000000, propagate_forward_time: 4.2479581833, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2951917648
validation[          , genome  7122] predictions:    9736/  10000 (97.36%), best:    9765/10000 (97.65%), error:       907.20148, best error:       794.86090 on epoch:    41, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 61.7914314270s, input_fired_time: 0.7601930499, output_fired_time: 0.4364544451, propagate_forward_time: 21.1640281677, propagate_backward_time: 37.7812385559, weight_update_time: 0.0701457635, other_time: 1.6495170593
epoch time: 4.6700801849s, input_fired_time: 0.0918777734, output_fired_time: 0.0000000000, propagate_forward_time: 4.2890682220, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2891340256
validation[          , genome  7122] predictions:    9686/  10000 (96.86%), best:    9765/10000 (97.65%), error:      1027.02454, best error:       794.86090 on epoch:    41, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 61.3925628662s, input_fired_time: 0.7580805421, output_fired_time: 0.4247706234, propagate_forward_time: 20.9979953766, propagate_backward_time: 37.5903244019, weight_update_time: 0.0722696111, other_time: 1.6213912964
epoch time: 4.3756899834s, input_fired_time: 0.0864703059, output_fired_time: 0.0000000000, propagate_forward_time: 4.0122327805, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2769870758
validation[          , genome  7122] predictions:    9710/  10000 (97.10%), best:    9765/10000 (97.65%), error:       962.59167, best error:       794.86090 on epoch:    41, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 61.6377677917s, input_fired_time: 0.7593566179, output_fired_time: 0.4297240078, propagate_forward_time: 21.0514068604, propagate_backward_time: 37.7204513550, weight_update_time: 0.0735913813, other_time: 1.6768264771
epoch time: 4.7928490639s, input_fired_time: 0.0900387615, output_fired_time: 0.0000000000, propagate_forward_time: 4.3936443329, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3091659546
validation[          , genome  7122] predictions:    9747/  10000 (97.47%), best:    9765/10000 (97.65%), error:       900.54449, best error:       794.86090 on epoch:    41, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 62.8290367126s, input_fired_time: 0.7548254132, output_fired_time: 0.4328504503, propagate_forward_time: 21.4559326172, propagate_backward_time: 38.4643249512, weight_update_time: 0.0747149438, other_time: 1.7211036682
epoch time: 4.7148661613s, input_fired_time: 0.0914482772, output_fired_time: 0.0000000000, propagate_forward_time: 4.3124542236, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3109636307
validation[          , genome  7122] predictions:    9679/  10000 (96.79%), best:    9765/10000 (97.65%), error:      1073.32288, best error:       794.86090 on epoch:    41, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 63.3593482971s, input_fired_time: 0.7761994004, output_fired_time: 0.4481774569, propagate_forward_time: 21.6261425018, propagate_backward_time: 38.7857398987, weight_update_time: 0.0703975707, other_time: 1.7230873108
epoch time: 4.7602496147s, input_fired_time: 0.0920759812, output_fired_time: 0.0000000000, propagate_forward_time: 4.3644084930, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3037652969
validation[          , genome  7122] predictions:    9711/  10000 (97.11%), best:    9765/10000 (97.65%), error:       979.92682, best error:       794.86090 on epoch:    41, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 63.0333099365s, input_fired_time: 0.7830749750, output_fired_time: 0.4450781643, propagate_forward_time: 21.5467376709, propagate_backward_time: 38.5899238586, weight_update_time: 0.0726298913, other_time: 1.6684951782
epoch time: 4.8611779213s, input_fired_time: 0.0945177674, output_fired_time: 0.0000000000, propagate_forward_time: 4.4435300827, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3231301308
validation[          , genome  7122] predictions:    9695/  10000 (96.95%), best:    9765/10000 (97.65%), error:      1024.88403, best error:       794.86090 on epoch:    41, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 62.7434425354s, input_fired_time: 0.7733353972, output_fired_time: 0.4623596370, propagate_forward_time: 21.3912487030, propagate_backward_time: 38.4425239563, weight_update_time: 0.0719595477, other_time: 1.6739768982
epoch time: 4.6226425171s, input_fired_time: 0.0883639902, output_fired_time: 0.0000000000, propagate_forward_time: 4.2347245216, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2995538712
validation[          , genome  7122] predictions:    9731/  10000 (97.31%), best:    9765/10000 (97.65%), error:       906.11578, best error:       794.86090 on epoch:    41, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 62.8886718750s, input_fired_time: 0.7890520692, output_fired_time: 0.4586223662, propagate_forward_time: 21.5215225220, propagate_backward_time: 38.4442863464, weight_update_time: 0.0722208396, other_time: 1.6751899719
epoch time: 4.6071920395s, input_fired_time: 0.1028901264, output_fired_time: 0.0000000000, propagate_forward_time: 4.2002463341, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3040556908
validation[          , genome  7122] predictions:    9744/  10000 (97.44%), best:    9765/10000 (97.65%), error:       857.85480, best error:       794.86090 on epoch:    41, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 63.1498908997s, input_fired_time: 0.7636362314, output_fired_time: 0.4443456233, propagate_forward_time: 21.6761398315, propagate_backward_time: 38.5948143005, weight_update_time: 0.0699612945, other_time: 1.6709518433
epoch time: 4.7583985329s, input_fired_time: 0.0936712995, output_fired_time: 0.0000000000, propagate_forward_time: 4.3525552750, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3121719360
validation[          , genome  7122] predictions:    9703/  10000 (97.03%), best:    9765/10000 (97.65%), error:      1003.27985, best error:       794.86090 on epoch:    41, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 63.3881530762s, input_fired_time: 0.7880148888, output_fired_time: 0.4518707395, propagate_forward_time: 21.6270256042, propagate_backward_time: 38.8364448547, weight_update_time: 0.0724279508, other_time: 1.6847991943
epoch time: 4.8371357918s, input_fired_time: 0.0916916206, output_fired_time: 0.0000000000, propagate_forward_time: 4.4016852379, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3437590599
validation[          , genome  7122] predictions:    9765/  10000 (97.65%), best:    9765/10000 (97.65%), error:       810.75085, best error:       794.86090 on epoch:    41, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 63.0908699036s, input_fired_time: 0.7816132307, output_fired_time: 0.4367984831, propagate_forward_time: 21.5853424072, propagate_backward_time: 38.6197052002, weight_update_time: 0.0795286074, other_time: 1.6674118042
epoch time: 4.7232394218s, input_fired_time: 0.0927949697, output_fired_time: 0.0000000000, propagate_forward_time: 4.2993001938, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3311443329
validation[          , genome  7122] predictions:    9728/  10000 (97.28%), best:    9765/10000 (97.65%), error:       935.96869, best error:       794.86090 on epoch:    41, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 63.2581062317s, input_fired_time: 0.8063154817, output_fired_time: 0.4424143732, propagate_forward_time: 21.6131725311, propagate_backward_time: 38.7045516968, weight_update_time: 0.0736748576, other_time: 1.6916503906
epoch time: 4.7253146172s, input_fired_time: 0.0906469226, output_fired_time: 0.0000000000, propagate_forward_time: 4.3261332512, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3085346222
validation[          , genome  7122] predictions:    9752/  10000 (97.52%), best:    9765/10000 (97.65%), error:       814.91016, best error:       794.86090 on epoch:    41, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 62.7444190979s, input_fired_time: 0.7750633955, output_fired_time: 0.4347491562, propagate_forward_time: 21.4546222687, propagate_backward_time: 38.4173889160, weight_update_time: 0.0706116408, other_time: 1.6625976562
epoch time: 4.7596359253s, input_fired_time: 0.1001110673, output_fired_time: 0.0000000000, propagate_forward_time: 4.3414573669, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3180675507
validation[          , genome  7122] predictions:    9704/  10000 (97.04%), best:    9765/10000 (97.65%), error:      1011.79993, best error:       794.86090 on epoch:    41, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 67.2605209351s, input_fired_time: 0.8224572539, output_fired_time: 0.4656797349, propagate_forward_time: 22.8521194458, propagate_backward_time: 41.2416687012, weight_update_time: 0.0814493373, other_time: 1.8785934448
epoch time: 4.9021830559s, input_fired_time: 0.0933764204, output_fired_time: 0.0000000000, propagate_forward_time: 4.4848041534, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3240022659
validation[          , genome  7122] predictions:    9715/  10000 (97.15%), best:    9765/10000 (97.65%), error:       980.53265, best error:       794.86090 on epoch:    41, 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: 24.0945854187s, input_fired_time: 0.4551178217, output_fired_time: 0.0000000000, propagate_forward_time: 22.0163497925, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6231174469
best training[          , genome  7122] predictions:   49376/  50000 (98.75%), best:    9765/10000 (97.65%), error:      2176.69019, best error:       794.86090 on epoch:    41, 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: 5.0004096031s, input_fired_time: 0.0930352360, output_fired_time: 0.0000000000, propagate_forward_time: 4.5816502571, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3257241249
   testing[          , genome  7122] predictions:    9778/  10000 (97.78%), best:    9765/10000 (97.65%), error:       711.44678, best error:       794.86090 on epoch:    41, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
18:52:51 (1013): called boinc_finish(0)

</stderr_txt>
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