Nameexact_genome_1509704703_26_14698_3
Workunit2358852
Created7 Dec 2017, 0:26:08 UTC
Sent7 Dec 2017, 0:33:41 UTC
Report deadline3 Jan 2018, 1:02:46 UTC
Received9 Dec 2017, 2:41:52 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID52320
Run time13 hours 58 min 7 sec
CPU time13 hours 57 min 59 sec
Validate stateValid
Credit6,755.05
Device peak FLOPS2.93 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size170.89 MB
Peak swap size169.38 MB
Peak disk usage5.79 MB

Stderr output

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

epoch time: 458.7232666016s, input_fired_time: 7.0096654892, output_fired_time: 6.4349927902, propagate_forward_time: 175.1554870605, propagate_backward_time: 262.8583679199, weight_update_time: 0.6207606792, other_time: 7.2647399902
epoch time: 37.2231140137s, input_fired_time: 0.8535008430, output_fired_time: 0.0000000000, propagate_forward_time: 35.0822830200, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2873306274
validation[          , genome 14698] predictions:    9842/  10000 (98.42%), best:    9854/10000 (98.54%), error:       476.58533, best error:       472.52625 on epoch:    14, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 457.9952087402s, input_fired_time: 6.9319777489, output_fired_time: 6.4313435555, propagate_forward_time: 175.0321655273, propagate_backward_time: 262.4883117676, weight_update_time: 0.6138164401, other_time: 7.1114196777
epoch time: 36.8952140808s, input_fired_time: 0.8463798761, output_fired_time: 0.0000000000, propagate_forward_time: 34.7548942566, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2939414978
validation[          , genome 14698] predictions:    9830/  10000 (98.30%), best:    9854/10000 (98.54%), error:       540.45923, best error:       472.52625 on epoch:    14, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 459.3726501465s, input_fired_time: 6.9827885628, output_fired_time: 6.4492845535, propagate_forward_time: 175.4238128662, propagate_backward_time: 263.3055419922, weight_update_time: 0.6194985509, other_time: 7.2112426758
epoch time: 37.3485298157s, input_fired_time: 0.8489323854, output_fired_time: 0.0000000000, propagate_forward_time: 35.2053604126, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2942352295
validation[          , genome 14698] predictions:    9809/  10000 (98.09%), best:    9854/10000 (98.54%), error:       580.53955, best error:       472.52625 on epoch:    14, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 457.8927001953s, input_fired_time: 7.0150699615, output_fired_time: 6.4155588150, propagate_forward_time: 174.9231719971, propagate_backward_time: 262.2462768555, weight_update_time: 0.6239979267, other_time: 7.2926025391
epoch time: 37.4129066467s, input_fired_time: 0.8576126695, output_fired_time: 0.0000000000, propagate_forward_time: 35.2660369873, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2892570496
validation[          , genome 14698] predictions:    9827/  10000 (98.27%), best:    9854/10000 (98.54%), error:       552.53027, best error:       472.52625 on epoch:    14, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 457.9107360840s, input_fired_time: 6.9010577202, output_fired_time: 6.4471054077, propagate_forward_time: 174.8841247559, propagate_backward_time: 262.6285705566, weight_update_time: 0.6101271510, other_time: 7.0498657227
epoch time: 37.1282730103s, input_fired_time: 0.8503462076, output_fired_time: 0.0000000000, propagate_forward_time: 34.9934425354, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2844848633
validation[          , genome 14698] predictions:    9846/  10000 (98.46%), best:    9854/10000 (98.54%), error:       510.02847, best error:       472.52625 on epoch:    14, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 456.9469604492s, input_fired_time: 7.0142693520, output_fired_time: 6.4138216972, propagate_forward_time: 174.4908599854, propagate_backward_time: 261.7392272949, weight_update_time: 0.6187636256, other_time: 7.2887878418
epoch time: 37.0869598389s, input_fired_time: 0.8427820802, output_fired_time: 0.0000000000, propagate_forward_time: 35.0208091736, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2233695984
validation[          , genome 14698] predictions:    9846/  10000 (98.46%), best:    9854/10000 (98.54%), error:       488.42798, best error:       472.52625 on epoch:    14, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 456.6026000977s, input_fired_time: 7.0052828789, output_fired_time: 6.4224438667, propagate_forward_time: 174.2744445801, propagate_backward_time: 261.6129455566, weight_update_time: 0.6245594025, other_time: 7.2874755859
epoch time: 36.9696846008s, input_fired_time: 0.8495776057, output_fired_time: 0.0000000000, propagate_forward_time: 34.8387832642, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2813224792
validation[          , genome 14698] predictions:    9867/  10000 (98.67%), best:    9867/10000 (98.67%), error:       461.94760, best error:       461.94760 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 456.4762878418s, input_fired_time: 6.9339046478, output_fired_time: 6.3940410614, propagate_forward_time: 174.5173645020, propagate_backward_time: 261.5050659180, weight_update_time: 0.6127431989, other_time: 7.1259155273
epoch time: 36.9215354919s, input_fired_time: 0.8318111300, output_fired_time: 0.0000000000, propagate_forward_time: 34.8680915833, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2216339111
validation[          , genome 14698] predictions:    9837/  10000 (98.37%), best:    9867/10000 (98.67%), error:       549.22357, best error:       461.94760 on epoch:    21, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 459.3150329590s, input_fired_time: 7.0122456551, output_fired_time: 6.4494905472, propagate_forward_time: 175.3710784912, propagate_backward_time: 263.2452697754, weight_update_time: 0.6201847196, other_time: 7.2369689941
epoch time: 37.2027130127s, input_fired_time: 0.8589018583, output_fired_time: 0.0000000000, propagate_forward_time: 35.0623931885, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2814178467
validation[          , genome 14698] predictions:    9794/  10000 (97.94%), best:    9867/10000 (98.67%), error:       632.45959, best error:       461.94760 on epoch:    21, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 458.1962280273s, input_fired_time: 6.9002704620, output_fired_time: 6.4105796814, propagate_forward_time: 175.1277923584, propagate_backward_time: 262.7125854492, weight_update_time: 0.6105467081, other_time: 7.0449829102
epoch time: 37.1823463440s, input_fired_time: 0.8397631645, output_fired_time: 0.0000000000, propagate_forward_time: 35.1155586243, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2270240784
validation[          , genome 14698] predictions:    9815/  10000 (98.15%), best:    9867/10000 (98.67%), error:       539.21039, best error:       461.94760 on epoch:    21, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 456.3619079590s, input_fired_time: 7.0131430626, output_fired_time: 6.3978643417, propagate_forward_time: 174.3472900391, propagate_backward_time: 261.3149414063, weight_update_time: 0.6202050447, other_time: 7.2886657715
epoch time: 36.9689483643s, input_fired_time: 0.8572593331, output_fired_time: 0.0000000000, propagate_forward_time: 34.8292579651, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2824325562
validation[          , genome 14698] predictions:    9845/  10000 (98.45%), best:    9867/10000 (98.67%), error:       481.60904, best error:       461.94760 on epoch:    21, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 459.1929626465s, input_fired_time: 6.9201722145, output_fired_time: 6.4560990334, propagate_forward_time: 175.3518524170, propagate_backward_time: 263.4381103516, weight_update_time: 0.6106080413, other_time: 7.0267333984
epoch time: 37.2510604858s, input_fired_time: 0.8597284555, output_fired_time: 0.0000000000, propagate_forward_time: 35.1056289673, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2857017517
validation[          , genome 14698] predictions:    9837/  10000 (98.37%), best:    9867/10000 (98.67%), error:       510.15988, best error:       461.94760 on epoch:    21, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 460.2784729004s, input_fired_time: 6.9140300751, output_fired_time: 6.4811005592, propagate_forward_time: 175.7875061035, propagate_backward_time: 264.1317443848, weight_update_time: 0.6060755253, other_time: 6.9640808105
epoch time: 37.2367973328s, input_fired_time: 0.8435381055, output_fired_time: 0.0000000000, propagate_forward_time: 35.1651420593, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2281188965
validation[          , genome 14698] predictions:    9844/  10000 (98.44%), best:    9867/10000 (98.67%), error:       502.57846, best error:       461.94760 on epoch:    21, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 457.2644348145s, input_fired_time: 6.9529671669, output_fired_time: 6.4153194427, propagate_forward_time: 174.6836242676, propagate_backward_time: 262.0806884766, weight_update_time: 0.6147154570, other_time: 7.1318359375
epoch time: 37.0504570007s, input_fired_time: 0.8469983339, output_fired_time: 0.0000000000, propagate_forward_time: 34.9211044312, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2823524475
validation[          , genome 14698] predictions:    9855/  10000 (98.55%), best:    9867/10000 (98.67%), error:       468.70871, best error:       461.94760 on epoch:    21, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 456.5013732910s, input_fired_time: 7.0409836769, output_fired_time: 6.4195885658, propagate_forward_time: 174.3075561523, propagate_backward_time: 261.4435424805, weight_update_time: 0.6220988035, other_time: 7.2897033691
epoch time: 37.1440391541s, input_fired_time: 0.8449282050, output_fired_time: 0.0000000000, propagate_forward_time: 35.0542602539, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2448501587
validation[          , genome 14698] predictions:    9837/  10000 (98.37%), best:    9867/10000 (98.67%), error:       535.82281, best error:       461.94760 on epoch:    21, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 458.4397277832s, input_fired_time: 7.0166249275, output_fired_time: 6.4380607605, propagate_forward_time: 175.0775909424, propagate_backward_time: 262.6330871582, weight_update_time: 0.6202713251, other_time: 7.2743835449
epoch time: 37.3344650269s, input_fired_time: 0.8652868271, output_fired_time: 0.0000000000, propagate_forward_time: 35.1796455383, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2895317078
validation[          , genome 14698] predictions:    9850/  10000 (98.50%), best:    9867/10000 (98.67%), error:       489.24677, best error:       461.94760 on epoch:    21, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 459.5115051270s, input_fired_time: 6.9784331322, output_fired_time: 6.4671883583, propagate_forward_time: 175.5921020508, propagate_backward_time: 263.3082580566, weight_update_time: 0.6194503307, other_time: 7.1655273438
epoch time: 37.2140922546s, input_fired_time: 0.8522272110, output_fired_time: 0.0000000000, propagate_forward_time: 35.0799636841, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2819023132
validation[          , genome 14698] predictions:    9836/  10000 (98.36%), best:    9867/10000 (98.67%), error:       514.02612, best error:       461.94760 on epoch:    21, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 457.5860900879s, input_fired_time: 6.8763380051, output_fired_time: 6.3973126411, propagate_forward_time: 174.9829559326, propagate_backward_time: 262.3557434082, weight_update_time: 0.6062467694, other_time: 6.9737243652
epoch time: 36.7277297974s, input_fired_time: 0.8439989090, output_fired_time: 0.0000000000, propagate_forward_time: 34.6545410156, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2291908264
validation[          , genome 14698] predictions:    9839/  10000 (98.39%), best:    9867/10000 (98.67%), error:       483.90948, best error:       461.94760 on epoch:    21, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 459.2135314941s, input_fired_time: 6.9217672348, output_fired_time: 6.4564604759, propagate_forward_time: 175.4617767334, propagate_backward_time: 263.3259582520, weight_update_time: 0.6109838486, other_time: 7.0475769043
epoch time: 37.1710777283s, input_fired_time: 0.8512328267, output_fired_time: 0.0000000000, propagate_forward_time: 35.0816993713, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2381439209
validation[          , genome 14698] predictions:    9843/  10000 (98.43%), best:    9867/10000 (98.67%), error:       475.08340, best error:       461.94760 on epoch:    21, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 456.6387329102s, input_fired_time: 6.9394531250, output_fired_time: 6.4081430435, propagate_forward_time: 174.5682830811, propagate_backward_time: 261.6250915527, weight_update_time: 0.6124790311, other_time: 7.0977478027
epoch time: 36.9057502747s, input_fired_time: 0.8430320024, output_fired_time: 0.0000000000, propagate_forward_time: 34.8382530212, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2244644165
validation[          , genome 14698] predictions:    9856/  10000 (98.56%), best:    9867/10000 (98.67%), error:       463.37244, best error:       461.94760 on epoch:    21, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 456.6578063965s, input_fired_time: 7.0386338234, output_fired_time: 6.4233193398, propagate_forward_time: 174.4731903076, propagate_backward_time: 261.4801330566, weight_update_time: 0.6172857285, other_time: 7.2425231934
epoch time: 37.3602180481s, input_fired_time: 0.8613826036, output_fired_time: 0.0000000000, propagate_forward_time: 35.2069664001, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2918701172
validation[          , genome 14698] predictions:    9842/  10000 (98.42%), best:    9867/10000 (98.67%), error:       513.36902, best error:       461.94760 on epoch:    21, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 459.2553405762s, input_fired_time: 6.9708118439, output_fired_time: 6.4567561150, propagate_forward_time: 175.5230865479, propagate_backward_time: 263.1587829590, weight_update_time: 0.6167601347, other_time: 7.1459045410
epoch time: 37.0308952332s, input_fired_time: 0.8451619744, output_fired_time: 0.0000000000, propagate_forward_time: 34.9593467712, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2263870239
validation[          , genome 14698] predictions:    9848/  10000 (98.48%), best:    9848/10000 (98.48%), error:       430.50131, best error:       430.50131 on epoch:    36, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 457.5114746094s, input_fired_time: 7.0037107468, output_fired_time: 6.4241118431, propagate_forward_time: 174.7558593750, propagate_backward_time: 262.1376342773, weight_update_time: 0.6192540526, other_time: 7.1901550293
epoch time: 36.9207038879s, input_fired_time: 0.8425016999, output_fired_time: 0.0000000000, propagate_forward_time: 34.8555297852, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2226715088
validation[          , genome 14698] predictions:    9848/  10000 (98.48%), best:    9848/10000 (98.48%), error:       493.24036, best error:       430.50131 on epoch:    36, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 457.6897277832s, input_fired_time: 6.9871773720, output_fired_time: 6.4395608902, propagate_forward_time: 174.7298736572, propagate_backward_time: 262.3792724609, weight_update_time: 0.6157405376, other_time: 7.1538085938
epoch time: 36.7992057800s, input_fired_time: 0.8448432684, output_fired_time: 0.0000000000, propagate_forward_time: 34.7211074829, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2332534790
validation[          , genome 14698] predictions:    9870/  10000 (98.70%), best:    9870/10000 (98.70%), error:       418.39233, best error:       418.39233 on epoch:    38, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 459.5386352539s, input_fired_time: 7.0765137672, output_fired_time: 6.4540352821, propagate_forward_time: 175.5138092041, propagate_backward_time: 263.1918945313, weight_update_time: 0.6253312230, other_time: 7.3023681641
epoch time: 37.2742462158s, input_fired_time: 0.8611779809, output_fired_time: 0.0000000000, propagate_forward_time: 35.1227111816, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2903556824
validation[          , genome 14698] predictions:    9850/  10000 (98.50%), best:    9870/10000 (98.70%), error:       489.44516, best error:       418.39233 on epoch:    38, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 459.2798156738s, input_fired_time: 6.9845957756, output_fired_time: 6.4430117607, propagate_forward_time: 175.5593872070, propagate_backward_time: 263.1351318359, weight_update_time: 0.6179813743, other_time: 7.1576843262
epoch time: 37.0301513672s, input_fired_time: 0.8556637764, output_fired_time: 0.0000000000, propagate_forward_time: 34.8908271790, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2836608887
validation[          , genome 14698] predictions:    9803/  10000 (98.03%), best:    9870/10000 (98.70%), error:       579.91260, best error:       418.39233 on epoch:    38, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 459.3698120117s, input_fired_time: 6.9928932190, output_fired_time: 6.4587306976, propagate_forward_time: 175.5914916992, propagate_backward_time: 263.1753234863, weight_update_time: 0.6163961887, other_time: 7.1513671875
epoch time: 37.1831550598s, input_fired_time: 0.8552259207, output_fired_time: 0.0000000000, propagate_forward_time: 35.0425605774, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2853698730
validation[          , genome 14698] predictions:    9859/  10000 (98.59%), best:    9870/10000 (98.70%), error:       485.71155, best error:       418.39233 on epoch:    38, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 456.9363403320s, input_fired_time: 6.9076724052, output_fired_time: 6.4068622589, propagate_forward_time: 174.8646087646, propagate_backward_time: 261.7279052734, weight_update_time: 0.6101962328, other_time: 7.0292968750
epoch time: 37.0263481140s, input_fired_time: 0.8529794216, output_fired_time: 0.0000000000, propagate_forward_time: 34.8880920410, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2852783203
validation[          , genome 14698] predictions:    9845/  10000 (98.45%), best:    9870/10000 (98.70%), error:       495.92126, best error:       418.39233 on epoch:    38, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 458.9765625000s, input_fired_time: 6.8980317116, output_fired_time: 6.4457402229, propagate_forward_time: 175.4644775391, propagate_backward_time: 263.1997070313, weight_update_time: 0.6060362458, other_time: 6.9685974121
epoch time: 37.1457290649s, input_fired_time: 0.8476427197, output_fired_time: 0.0000000000, propagate_forward_time: 35.0671081543, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2309799194
validation[          , genome 14698] predictions:    9823/  10000 (98.23%), best:    9870/10000 (98.70%), error:       579.88776, best error:       418.39233 on epoch:    38, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 459.2871704102s, input_fired_time: 7.0865859985, output_fired_time: 6.4404368401, propagate_forward_time: 175.4479370117, propagate_backward_time: 263.0030517578, weight_update_time: 0.6240113378, other_time: 7.3091735840
epoch time: 37.4497451782s, input_fired_time: 0.8665637374, output_fired_time: 0.0000000000, propagate_forward_time: 35.2913093567, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2918739319
validation[          , genome 14698] predictions:    9862/  10000 (98.62%), best:    9870/10000 (98.70%), error:       420.63345, best error:       418.39233 on epoch:    38, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 457.1871032715s, input_fired_time: 6.9215049744, output_fired_time: 6.4116344452, propagate_forward_time: 174.8617553711, propagate_backward_time: 261.9870910645, weight_update_time: 0.6071141362, other_time: 7.0051269531
epoch time: 37.4267578125s, input_fired_time: 0.8654521704, output_fired_time: 0.0000000000, propagate_forward_time: 35.2682189941, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2930870056
validation[          , genome 14698] predictions:    9854/  10000 (98.54%), best:    9870/10000 (98.70%), error:       468.16043, best error:       418.39233 on epoch:    38, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 458.2121276855s, input_fired_time: 6.9661674500, output_fired_time: 6.4332280159, propagate_forward_time: 175.0975646973, propagate_backward_time: 262.6271362305, weight_update_time: 0.6124384999, other_time: 7.0880432129
epoch time: 36.9187469482s, input_fired_time: 0.8491206765, output_fired_time: 0.0000000000, propagate_forward_time: 34.8417587280, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2278671265
validation[          , genome 14698] predictions:    9871/  10000 (98.71%), best:    9870/10000 (98.70%), error:       430.79749, best error:       418.39233 on epoch:    38, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 457.5910034180s, input_fired_time: 6.9647474289, output_fired_time: 6.4302935600, propagate_forward_time: 174.9654083252, propagate_backward_time: 262.1161193848, weight_update_time: 0.6127630472, other_time: 7.1144104004
epoch time: 37.3392524719s, input_fired_time: 0.8646862507, output_fired_time: 0.0000000000, propagate_forward_time: 35.1722297668, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3023376465
validation[          , genome 14698] predictions:    9863/  10000 (98.63%), best:    9870/10000 (98.70%), error:       443.76196, best error:       418.39233 on epoch:    38, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 458.5171203613s, input_fired_time: 6.9645614624, output_fired_time: 6.4364104271, propagate_forward_time: 175.3800506592, propagate_backward_time: 262.6374206543, weight_update_time: 0.6167487502, other_time: 7.0986633301
epoch time: 37.0601081848s, input_fired_time: 0.8517950773, output_fired_time: 0.0000000000, propagate_forward_time: 34.9799995422, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2283134460
validation[          , genome 14698] predictions:    9869/  10000 (98.69%), best:    9870/10000 (98.70%), error:       449.86377, best error:       418.39233 on epoch:    38, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 457.3979187012s, input_fired_time: 7.0559191704, output_fired_time: 6.4306974411, propagate_forward_time: 174.5712890625, propagate_backward_time: 262.0769042969, weight_update_time: 0.6209005713, other_time: 7.2631225586
epoch time: 37.0195884705s, input_fired_time: 0.8618648648, output_fired_time: 0.0000000000, propagate_forward_time: 34.8742828369, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2834396362
validation[          , genome 14698] predictions:    9865/  10000 (98.65%), best:    9870/10000 (98.70%), error:       427.17761, best error:       418.39233 on epoch:    38, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 456.6559753418s, input_fired_time: 7.0516734123, output_fired_time: 6.4072246552, propagate_forward_time: 174.4001464844, propagate_backward_time: 261.5187683105, weight_update_time: 0.6211621761, other_time: 7.2781677246
epoch time: 36.7670822144s, input_fired_time: 0.8601429462, output_fired_time: 0.0000000000, propagate_forward_time: 34.6224708557, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2844696045
validation[          , genome 14698] predictions:    9864/  10000 (98.64%), best:    9870/10000 (98.70%), error:       459.26404, best error:       418.39233 on epoch:    38, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 456.9849243164s, input_fired_time: 6.9093518257, output_fired_time: 6.4420909882, propagate_forward_time: 174.7760925293, propagate_backward_time: 261.8828125000, weight_update_time: 0.6094610691, other_time: 6.9745788574
epoch time: 37.1851119995s, input_fired_time: 0.8538298607, output_fired_time: 0.0000000000, propagate_forward_time: 35.0984725952, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2328109741
validation[          , genome 14698] predictions:    9865/  10000 (98.65%), best:    9870/10000 (98.70%), error:       442.65717, best error:       418.39233 on epoch:    38, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 455.6780395508s, input_fired_time: 6.8973565102, output_fired_time: 6.3931813240, propagate_forward_time: 174.2179718018, propagate_backward_time: 261.1936035156, weight_update_time: 0.6082275510, other_time: 6.9758911133
epoch time: 37.1880607605s, input_fired_time: 0.8532335758, output_fired_time: 0.0000000000, propagate_forward_time: 35.1074218750, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2274055481
validation[          , genome 14698] predictions:    9877/  10000 (98.77%), best:    9877/10000 (98.77%), error:       400.34210, best error:       400.34210 on epoch:    52, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 457.4577941895s, input_fired_time: 6.9470052719, output_fired_time: 6.4188423157, propagate_forward_time: 174.9067687988, propagate_backward_time: 262.1497192383, weight_update_time: 0.6077594757, other_time: 7.0354614258
epoch time: 37.1777114868s, input_fired_time: 0.8659209609, output_fired_time: 0.0000000000, propagate_forward_time: 35.0226974487, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2890930176
validation[          , genome 14698] predictions:    9867/  10000 (98.67%), best:    9877/10000 (98.77%), error:       438.68500, best error:       400.34210 on epoch:    52, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 456.7024536133s, input_fired_time: 7.0644440651, output_fired_time: 6.4096326828, propagate_forward_time: 174.4381103516, propagate_backward_time: 261.4931335449, weight_update_time: 0.6222478747, other_time: 7.2971191406
epoch time: 37.0960884094s, input_fired_time: 0.8666080832, output_fired_time: 0.0000000000, propagate_forward_time: 34.9408569336, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2886238098
validation[          , genome 14698] predictions:    9845/  10000 (98.45%), best:    9877/10000 (98.77%), error:       468.22986, best error:       400.34210 on epoch:    52, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 459.0004577637s, input_fired_time: 7.0045681000, output_fired_time: 6.4529228210, propagate_forward_time: 175.3103027344, propagate_backward_time: 263.0722045898, weight_update_time: 0.6176437140, other_time: 7.1604614258
epoch time: 37.3774719238s, input_fired_time: 0.8646273613, output_fired_time: 0.0000000000, propagate_forward_time: 35.2230491638, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2897949219
validation[          , genome 14698] predictions:    9855/  10000 (98.55%), best:    9877/10000 (98.77%), error:       435.85324, best error:       400.34210 on epoch:    52, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 459.3068847656s, input_fired_time: 7.0769114494, output_fired_time: 6.4633545876, propagate_forward_time: 175.5109558105, propagate_backward_time: 262.9538269043, weight_update_time: 0.6221264005, other_time: 7.3018493652
epoch time: 37.4547691345s, input_fired_time: 0.8680080175, output_fired_time: 0.0000000000, propagate_forward_time: 35.3001441956, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2866172791
validation[          , genome 14698] predictions:    9847/  10000 (98.47%), best:    9877/10000 (98.77%), error:       485.88922, best error:       400.34210 on epoch:    52, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 458.6547241211s, input_fired_time: 7.0805001259, output_fired_time: 6.4551005363, propagate_forward_time: 175.0159301758, propagate_backward_time: 262.7998657227, weight_update_time: 0.6246829629, other_time: 7.3033142090
epoch time: 37.0522422791s, input_fired_time: 0.8662475944, output_fired_time: 0.0000000000, propagate_forward_time: 34.8920936584, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2938995361
validation[          , genome 14698] predictions:    9853/  10000 (98.53%), best:    9877/10000 (98.77%), error:       459.14828, best error:       400.34210 on epoch:    52, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 461.2293090820s, input_fired_time: 7.1114525795, output_fired_time: 6.4908809662, propagate_forward_time: 176.1502227783, propagate_backward_time: 264.1824645996, weight_update_time: 0.6225289106, other_time: 7.2942810059
epoch time: 37.0033798218s, input_fired_time: 0.8548227549, output_fired_time: 0.0000000000, propagate_forward_time: 34.9189910889, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2295646667
validation[          , genome 14698] predictions:    9848/  10000 (98.48%), best:    9877/10000 (98.77%), error:       440.42816, best error:       400.34210 on epoch:    52, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 460.8512878418s, input_fired_time: 7.1047210693, output_fired_time: 6.4709339142, propagate_forward_time: 176.0231628418, propagate_backward_time: 263.9423217773, weight_update_time: 0.6252034307, other_time: 7.3101501465
epoch time: 37.1229972839s, input_fired_time: 0.8653256893, output_fired_time: 0.0000000000, propagate_forward_time: 34.9737586975, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2839126587
validation[          , genome 14698] predictions:    9864/  10000 (98.64%), best:    9877/10000 (98.77%), error:       428.52008, best error:       400.34210 on epoch:    52, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 456.3181762695s, input_fired_time: 7.0554919243, output_fired_time: 6.4141688347, propagate_forward_time: 174.2709808350, propagate_backward_time: 261.2948303223, weight_update_time: 0.6182614565, other_time: 7.2827453613
epoch time: 37.1537971497s, input_fired_time: 0.8622655869, output_fired_time: 0.0000000000, propagate_forward_time: 35.0090217590, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2825088501
validation[          , genome 14698] predictions:    9874/  10000 (98.74%), best:    9874/10000 (98.74%), error:       391.87805, best error:       391.87805 on epoch:    60, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 456.7404785156s, input_fired_time: 6.9824156761, output_fired_time: 6.4219899178, propagate_forward_time: 174.5666046143, propagate_backward_time: 261.6629333496, weight_update_time: 0.6119939685, other_time: 7.1065368652
epoch time: 37.1317901611s, input_fired_time: 0.8513680696, output_fired_time: 0.0000000000, propagate_forward_time: 35.0557937622, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2246284485
validation[          , genome 14698] predictions:    9863/  10000 (98.63%), best:    9874/10000 (98.74%), error:       444.17422, best error:       391.87805 on epoch:    60, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 457.2784729004s, input_fired_time: 7.0093259811, output_fired_time: 6.4192776680, propagate_forward_time: 174.7393341064, propagate_backward_time: 261.9373779297, weight_update_time: 0.6206597090, other_time: 7.1731567383
epoch time: 37.1085472107s, input_fired_time: 0.8538936377, output_fired_time: 0.0000000000, propagate_forward_time: 35.0253410339, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2293128967
validation[          , genome 14698] predictions:    9869/  10000 (98.69%), best:    9874/10000 (98.74%), error:       395.69629, best error:       391.87805 on epoch:    60, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 457.8734436035s, input_fired_time: 7.0680069923, output_fired_time: 6.4266219139, propagate_forward_time: 174.9452362061, propagate_backward_time: 262.1802062988, weight_update_time: 0.6178491116, other_time: 7.2533874512
epoch time: 37.1509971619s, input_fired_time: 0.8643482327, output_fired_time: 0.0000000000, propagate_forward_time: 34.9997940063, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2868537903
validation[          , genome 14698] predictions:    9862/  10000 (98.62%), best:    9874/10000 (98.74%), error:       402.18143, best error:       391.87805 on epoch:    60, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 458.5530395508s, input_fired_time: 6.9926805496, output_fired_time: 6.4361195564, propagate_forward_time: 175.3049621582, propagate_backward_time: 262.7045593262, weight_update_time: 0.6146838069, other_time: 7.1147155762
epoch time: 37.3780517578s, input_fired_time: 0.8740190864, output_fired_time: 0.0000000000, propagate_forward_time: 35.2094230652, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2946090698
validation[          , genome 14698] predictions:    9851/  10000 (98.51%), best:    9874/10000 (98.74%), error:       439.43387, best error:       391.87805 on epoch:    60, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 457.7759704590s, input_fired_time: 7.0039658546, output_fired_time: 6.4168100357, propagate_forward_time: 174.9597778320, propagate_backward_time: 262.2459411621, weight_update_time: 0.6158341765, other_time: 7.1494750977
epoch time: 37.0490341187s, input_fired_time: 0.8533501625, output_fired_time: 0.0000000000, propagate_forward_time: 34.9634094238, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2322731018
validation[          , genome 14698] predictions:    9869/  10000 (98.69%), best:    9874/10000 (98.74%), error:       408.63425, best error:       391.87805 on epoch:    60, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 459.5874938965s, input_fired_time: 7.0873847008, output_fired_time: 6.4669661522, propagate_forward_time: 175.5568237305, propagate_backward_time: 263.2111816406, weight_update_time: 0.6203390360, other_time: 7.2651367188
epoch time: 37.2515907288s, input_fired_time: 0.8503112793, output_fired_time: 0.0000000000, propagate_forward_time: 35.1754417419, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2258377075
validation[          , genome 14698] predictions:    9861/  10000 (98.61%), best:    9874/10000 (98.74%), error:       424.20514, best error:       391.87805 on epoch:    60, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 458.2239379883s, input_fired_time: 7.1006040573, output_fired_time: 6.4285545349, propagate_forward_time: 175.0815734863, propagate_backward_time: 262.3022766113, weight_update_time: 0.6255596280, other_time: 7.3109130859
epoch time: 37.0659523010s, input_fired_time: 0.8630794287, output_fired_time: 0.0000000000, propagate_forward_time: 34.9165153503, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2863578796
validation[          , genome 14698] predictions:    9866/  10000 (98.66%), best:    9874/10000 (98.74%), error:       436.42142, best error:       391.87805 on epoch:    60, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 456.7648010254s, input_fired_time: 7.0774593353, output_fired_time: 6.4028820992, propagate_forward_time: 174.4679260254, propagate_backward_time: 261.5132751465, weight_update_time: 0.6208983064, other_time: 7.3032531738
epoch time: 37.1944007874s, input_fired_time: 0.8688899279, output_fired_time: 0.0000000000, propagate_forward_time: 35.0378646851, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2876472473
validation[          , genome 14698] predictions:    9859/  10000 (98.59%), best:    9874/10000 (98.74%), error:       415.94443, best error:       391.87805 on epoch:    60, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 458.9122619629s, input_fired_time: 6.9357867241, output_fired_time: 6.4599509239, propagate_forward_time: 175.3782196045, propagate_backward_time: 263.1654052734, weight_update_time: 0.6083818674, other_time: 6.9729003906
epoch time: 37.2201766968s, input_fired_time: 0.8550629020, output_fired_time: 0.0000000000, propagate_forward_time: 35.1356544495, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2294578552
validation[          , genome 14698] predictions:    9865/  10000 (98.65%), best:    9874/10000 (98.74%), error:       415.39432, best error:       391.87805 on epoch:    60, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 457.0282287598s, input_fired_time: 6.9907011986, output_fired_time: 6.4244408607, propagate_forward_time: 174.7859802246, propagate_backward_time: 261.7145385742, weight_update_time: 0.6112891436, other_time: 7.1125793457
epoch time: 37.2951698303s, input_fired_time: 0.8652773499, output_fired_time: 0.0000000000, propagate_forward_time: 35.1385307312, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2913627625
validation[          , genome 14698] predictions:    9858/  10000 (98.58%), best:    9874/10000 (98.74%), error:       416.95663, best error:       391.87805 on epoch:    60, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 457.8406982422s, input_fired_time: 7.0263094902, output_fired_time: 6.4332480431, propagate_forward_time: 174.9098663330, propagate_backward_time: 262.3014221191, weight_update_time: 0.6156722903, other_time: 7.1698303223
epoch time: 37.3306350708s, input_fired_time: 0.8694463372, output_fired_time: 0.0000000000, propagate_forward_time: 35.1698875427, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2913017273
validation[          , genome 14698] predictions:    9861/  10000 (98.61%), best:    9874/10000 (98.74%), error:       400.70349, best error:       391.87805 on epoch:    60, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 458.5054626465s, input_fired_time: 6.9289793968, output_fired_time: 6.4421172142, propagate_forward_time: 175.2865295410, propagate_backward_time: 262.8665771484, weight_update_time: 0.6104499698, other_time: 6.9812622070
epoch time: 37.2645301819s, input_fired_time: 0.8549101949, output_fired_time: 0.0000000000, propagate_forward_time: 35.1811637878, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2284545898
validation[          , genome 14698] predictions:    9858/  10000 (98.58%), best:    9874/10000 (98.74%), error:       410.98389, best error:       391.87805 on epoch:    60, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 457.7193603516s, input_fired_time: 7.0442976952, output_fired_time: 6.4629788399, propagate_forward_time: 174.7636413574, propagate_backward_time: 262.2170410156, weight_update_time: 0.6192545891, other_time: 7.2313842773
epoch time: 37.4705047607s, input_fired_time: 0.8748941422, output_fired_time: 0.0000000000, propagate_forward_time: 35.3083839417, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2872276306
validation[          , genome 14698] predictions:    9872/  10000 (98.72%), best:    9874/10000 (98.74%), error:       393.55276, best error:       391.87805 on epoch:    60, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 457.5784606934s, input_fired_time: 7.0353922844, output_fired_time: 6.4174604416, propagate_forward_time: 174.9416198730, propagate_backward_time: 261.9982604980, weight_update_time: 0.6155288219, other_time: 7.1857299805
epoch time: 37.2503738403s, input_fired_time: 0.8692504168, output_fired_time: 0.0000000000, propagate_forward_time: 35.0908317566, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2902908325
validation[          , genome 14698] predictions:    9879/  10000 (98.79%), best:    9879/10000 (98.79%), error:       388.12518, best error:       388.12518 on epoch:    74, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 456.7092895508s, input_fired_time: 6.9625105858, output_fired_time: 6.4385204315, propagate_forward_time: 174.5626983643, propagate_backward_time: 261.7102050781, weight_update_time: 0.6094005704, other_time: 7.0353393555
epoch time: 37.2068977356s, input_fired_time: 0.8693366647, output_fired_time: 0.0000000000, propagate_forward_time: 35.0451583862, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2924041748
validation[          , genome 14698] predictions:    9868/  10000 (98.68%), best:    9879/10000 (98.79%), error:       412.41882, best error:       388.12518 on epoch:    74, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 459.7817993164s, input_fired_time: 7.0739016533, output_fired_time: 6.4593091011, propagate_forward_time: 175.6770324707, propagate_backward_time: 263.3319091797, weight_update_time: 0.6189953089, other_time: 7.2396240234
epoch time: 37.0730781555s, input_fired_time: 0.8704076409, output_fired_time: 0.0000000000, propagate_forward_time: 34.9119377136, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2907333374
validation[          , genome 14698] predictions:    9874/  10000 (98.74%), best:    9879/10000 (98.79%), error:       403.47617, best error:       388.12518 on epoch:    74, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 455.6840820313s, input_fired_time: 6.9256219864, output_fired_time: 6.4147410393, propagate_forward_time: 174.2518920898, propagate_backward_time: 261.1280212402, weight_update_time: 0.6056134701, other_time: 6.9638061523
epoch time: 37.1784133911s, input_fired_time: 0.8516216874, output_fired_time: 0.0000000000, propagate_forward_time: 35.0910224915, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2357673645
validation[          , genome 14698] predictions:    9855/  10000 (98.55%), best:    9879/10000 (98.79%), error:       414.00333, best error:       388.12518 on epoch:    74, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 455.6051025391s, input_fired_time: 6.9981055260, output_fired_time: 6.3840565681, propagate_forward_time: 174.1960754395, propagate_backward_time: 260.9011840820, weight_update_time: 0.6147251129, other_time: 7.1256713867
epoch time: 37.0635910034s, input_fired_time: 0.8669960499, output_fired_time: 0.0000000000, propagate_forward_time: 34.9159240723, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2806701660
validation[          , genome 14698] predictions:    9865/  10000 (98.65%), best:    9879/10000 (98.79%), error:       413.56708, best error:       388.12518 on epoch:    74, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 458.6508483887s, input_fired_time: 6.9304704666, output_fired_time: 6.4403738976, propagate_forward_time: 175.3394470215, propagate_backward_time: 262.9745788574, weight_update_time: 0.6112480164, other_time: 6.9659729004
epoch time: 37.1012001038s, input_fired_time: 0.8583331704, output_fired_time: 0.0000000000, propagate_forward_time: 35.0181694031, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2246971130
validation[          , genome 14698] predictions:    9866/  10000 (98.66%), best:    9879/10000 (98.79%), error:       405.08710, best error:       388.12518 on epoch:    74, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 459.0958557129s, input_fired_time: 6.9449872971, output_fired_time: 6.4400629997, propagate_forward_time: 175.6329650879, propagate_backward_time: 263.1155700684, weight_update_time: 0.6071285605, other_time: 6.9622802734
epoch time: 37.2730445862s, input_fired_time: 0.8557137847, output_fired_time: 0.0000000000, propagate_forward_time: 35.1910934448, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2262382507
validation[          , genome 14698] predictions:    9852/  10000 (98.52%), best:    9879/10000 (98.79%), error:       416.93143, best error:       388.12518 on epoch:    74, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 458.0872802734s, input_fired_time: 7.1029124260, output_fired_time: 6.4285049438, propagate_forward_time: 175.2432556152, propagate_backward_time: 262.0090942383, weight_update_time: 0.6206876636, other_time: 7.3035278320
epoch time: 37.2222404480s, input_fired_time: 0.8688088655, output_fired_time: 0.0000000000, propagate_forward_time: 35.0654563904, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2879753113
validation[          , genome 14698] predictions:    9867/  10000 (98.67%), best:    9879/10000 (98.79%), error:       392.84149, best error:       388.12518 on epoch:    74, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 458.5540771484s, input_fired_time: 6.9501628876, output_fired_time: 6.4400248528, propagate_forward_time: 175.3762664795, propagate_backward_time: 262.8058166504, weight_update_time: 0.6077431440, other_time: 6.9817810059
epoch time: 37.2182540894s, input_fired_time: 0.8589636087, output_fired_time: 0.0000000000, propagate_forward_time: 35.1148567200, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2444343567
validation[          , genome 14698] predictions:    9866/  10000 (98.66%), best:    9879/10000 (98.79%), error:       410.01440, best error:       388.12518 on epoch:    74, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 458.7285766602s, input_fired_time: 6.9464225769, output_fired_time: 6.4413642883, propagate_forward_time: 175.5244293213, propagate_backward_time: 262.8441772461, weight_update_time: 0.6089282632, other_time: 6.9721679688
epoch time: 37.1819267273s, input_fired_time: 0.8576651216, output_fired_time: 0.0000000000, propagate_forward_time: 35.0921173096, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2321434021
validation[          , genome 14698] predictions:    9864/  10000 (98.64%), best:    9879/10000 (98.79%), error:       424.99203, best error:       388.12518 on epoch:    74, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 457.9322204590s, input_fired_time: 7.0688428879, output_fired_time: 6.4341387749, propagate_forward_time: 174.9597778320, propagate_backward_time: 262.2602539063, weight_update_time: 0.6166048646, other_time: 7.2091979980
epoch time: 37.0651435852s, input_fired_time: 0.8717863560, output_fired_time: 0.0000000000, propagate_forward_time: 34.9081535339, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2852020264
validation[          , genome 14698] predictions:    9863/  10000 (98.63%), best:    9879/10000 (98.79%), error:       414.51013, best error:       388.12518 on epoch:    74, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 456.9079895020s, input_fired_time: 6.9620847702, output_fired_time: 6.4146928787, propagate_forward_time: 174.6599426270, propagate_backward_time: 261.8363952637, weight_update_time: 0.6088932753, other_time: 7.0348510742
epoch time: 37.3354949951s, input_fired_time: 0.8681673408, output_fired_time: 0.0000000000, propagate_forward_time: 35.1771850586, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2901420593
validation[          , genome 14698] predictions:    9866/  10000 (98.66%), best:    9879/10000 (98.79%), error:       417.23849, best error:       388.12518 on epoch:    74, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 459.8246765137s, input_fired_time: 7.1159610748, output_fired_time: 6.4599995613, propagate_forward_time: 175.8099822998, propagate_backward_time: 263.1378173828, weight_update_time: 0.6210240722, other_time: 7.3009033203
epoch time: 37.4886322021s, input_fired_time: 0.8727893233, output_fired_time: 0.0000000000, propagate_forward_time: 35.3268013000, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2890434265
validation[          , genome 14698] predictions:    9875/  10000 (98.75%), best:    9879/10000 (98.79%), error:       407.31323, best error:       388.12518 on epoch:    74, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 457.6748046875s, input_fired_time: 7.0906729698, output_fired_time: 6.4084014893, propagate_forward_time: 175.0107269287, propagate_backward_time: 261.8795776367, weight_update_time: 0.6198024154, other_time: 7.2854003906
epoch time: 37.2883529663s, input_fired_time: 0.8693767786, output_fired_time: 0.0000000000, propagate_forward_time: 35.1328735352, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2861022949
validation[          , genome 14698] predictions:    9869/  10000 (98.69%), best:    9879/10000 (98.79%), error:       405.69464, best error:       388.12518 on epoch:    74, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 457.8852233887s, input_fired_time: 7.0404386520, output_fired_time: 6.4364309311, propagate_forward_time: 174.7786254883, propagate_backward_time: 262.4139099121, weight_update_time: 0.6182865500, other_time: 7.2158203125
epoch time: 37.2486724854s, input_fired_time: 0.8717147112, output_fired_time: 0.0000000000, propagate_forward_time: 35.0933723450, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2835845947
validation[          , genome 14698] predictions:    9869/  10000 (98.69%), best:    9879/10000 (98.79%), error:       391.01746, best error:       388.12518 on epoch:    74, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 457.1910400391s, input_fired_time: 7.0960345268, output_fired_time: 6.4213352203, propagate_forward_time: 174.6943511963, propagate_backward_time: 261.6949157715, weight_update_time: 0.6201216578, other_time: 7.2843933105
epoch time: 36.9984931946s, input_fired_time: 0.8674842119, output_fired_time: 0.0000000000, propagate_forward_time: 34.8495025635, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2815055847
validation[          , genome 14698] predictions:    9860/  10000 (98.60%), best:    9879/10000 (98.79%), error:       402.52158, best error:       388.12518 on epoch:    74, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 458.5080871582s, input_fired_time: 6.9630227089, output_fired_time: 6.4446206093, propagate_forward_time: 175.5214843750, propagate_backward_time: 262.5921630859, weight_update_time: 0.6081589460, other_time: 6.9868164063
epoch time: 37.1072731018s, input_fired_time: 0.8637938499, output_fired_time: 0.0000000000, propagate_forward_time: 34.9836578369, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2598228455
validation[          , genome 14698] predictions:    9864/  10000 (98.64%), best:    9879/10000 (98.79%), error:       405.88708, best error:       388.12518 on epoch:    74, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 456.7625122070s, input_fired_time: 7.0971465111, output_fired_time: 6.4112744331, propagate_forward_time: 174.5693969727, propagate_backward_time: 261.3925476074, weight_update_time: 0.6215966344, other_time: 7.2921447754
epoch time: 37.0341491699s, input_fired_time: 0.8673557043, output_fired_time: 0.0000000000, propagate_forward_time: 34.8834304810, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2833633423
validation[          , genome 14698] predictions:    9875/  10000 (98.75%), best:    9879/10000 (98.79%), error:       404.32217, best error:       388.12518 on epoch:    74, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 459.7396240234s, input_fired_time: 7.0211873055, output_fired_time: 6.4513635635, propagate_forward_time: 175.8323974609, propagate_backward_time: 263.3430175781, weight_update_time: 0.6138746738, other_time: 7.0916748047
epoch time: 37.0939445496s, input_fired_time: 0.8561884165, output_fired_time: 0.0000000000, propagate_forward_time: 35.0111465454, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2266082764
validation[          , genome 14698] predictions:    9868/  10000 (98.68%), best:    9879/10000 (98.79%), error:       403.04047, best error:       388.12518 on epoch:    74, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 457.9223327637s, input_fired_time: 6.9672360420, output_fired_time: 6.4310512543, propagate_forward_time: 175.1660156250, propagate_backward_time: 262.3452453613, weight_update_time: 0.6076363921, other_time: 7.0127868652
epoch time: 37.0765571594s, input_fired_time: 0.8540222049, output_fired_time: 0.0000000000, propagate_forward_time: 34.9976043701, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2249298096
validation[          , genome 14698] predictions:    9863/  10000 (98.63%), best:    9879/10000 (98.79%), error:       418.53391, best error:       388.12518 on epoch:    74, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 458.0424194336s, input_fired_time: 7.0203337669, output_fired_time: 6.4447770119, propagate_forward_time: 175.0734863281, propagate_backward_time: 262.3673706055, weight_update_time: 0.6171686649, other_time: 7.1364746094
epoch time: 37.4055595398s, input_fired_time: 0.8730742931, output_fired_time: 0.0000000000, propagate_forward_time: 35.2362670898, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2962188721
validation[          , genome 14698] predictions:    9864/  10000 (98.64%), best:    9879/10000 (98.79%), error:       404.16394, best error:       388.12518 on epoch:    74, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 458.6670227051s, input_fired_time: 7.0937900543, output_fired_time: 6.4429640770, propagate_forward_time: 175.2215270996, propagate_backward_time: 262.6506652832, weight_update_time: 0.6204842925, other_time: 7.2580871582
epoch time: 37.4480133057s, input_fired_time: 0.8724177480, output_fired_time: 0.0000000000, propagate_forward_time: 35.2934379578, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2821578979
validation[          , genome 14698] predictions:    9869/  10000 (98.69%), best:    9879/10000 (98.79%), error:       399.67325, best error:       388.12518 on epoch:    74, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 460.1606140137s, input_fired_time: 7.1317114830, output_fired_time: 6.4541125298, propagate_forward_time: 175.7601318359, propagate_backward_time: 263.5146484375, weight_update_time: 0.6247590184, other_time: 7.3000183105
epoch time: 36.8154258728s, input_fired_time: 0.8718355894, output_fired_time: 0.0000000000, propagate_forward_time: 34.6583862305, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2852058411
validation[          , genome 14698] predictions:    9857/  10000 (98.57%), best:    9879/10000 (98.79%), error:       413.51895, best error:       388.12518 on epoch:    74, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 458.2036132813s, input_fired_time: 6.9809150696, output_fired_time: 6.4696617126, propagate_forward_time: 175.1999359131, propagate_backward_time: 262.4667358398, weight_update_time: 0.6153432131, other_time: 7.0863647461
epoch time: 37.2171287537s, input_fired_time: 0.8675424457, output_fired_time: 0.0000000000, propagate_forward_time: 35.0619201660, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2876663208
validation[          , genome 14698] predictions:    9864/  10000 (98.64%), best:    9879/10000 (98.79%), error:       398.21796, best error:       388.12518 on epoch:    74, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 460.1198730469s, input_fired_time: 7.1438207626, output_fired_time: 6.4728980064, propagate_forward_time: 175.8837585449, propagate_backward_time: 263.3170776367, weight_update_time: 0.6227516532, other_time: 7.3023071289
epoch time: 37.4231300354s, input_fired_time: 0.8759170771, output_fired_time: 0.0000000000, propagate_forward_time: 35.2505493164, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2966651917
validation[          , genome 14698] predictions:    9864/  10000 (98.64%), best:    9879/10000 (98.79%), error:       408.01151, best error:       388.12518 on epoch:    74, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 458.7440185547s, input_fired_time: 6.9505376816, output_fired_time: 6.4538855553, propagate_forward_time: 175.4830169678, propagate_backward_time: 262.8788452148, weight_update_time: 0.6089066863, other_time: 6.9777221680
epoch time: 37.2286186218s, input_fired_time: 0.8672909737, output_fired_time: 0.0000000000, propagate_forward_time: 35.0704536438, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2908744812
validation[          , genome 14698] predictions:    9865/  10000 (98.65%), best:    9879/10000 (98.79%), error:       397.98938, best error:       388.12518 on epoch:    74, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 459.0710449219s, input_fired_time: 7.0929703712, output_fired_time: 6.4485068321, propagate_forward_time: 175.2775573730, propagate_backward_time: 262.9996032715, weight_update_time: 0.6190494895, other_time: 7.2524108887
epoch time: 36.8193092346s, input_fired_time: 0.8699585199, output_fired_time: 0.0000000000, propagate_forward_time: 34.6630210876, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2863311768
validation[          , genome 14698] predictions:    9869/  10000 (98.69%), best:    9879/10000 (98.79%), error:       399.95395, best error:       388.12518 on epoch:    74, 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: 185.5820922852s, input_fired_time: 4.2956681252, output_fired_time: 0.0000000000, propagate_forward_time: 175.0558929443, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 6.2305297852
best training[          , genome 14698] predictions:   49997/  50000 (99.99%), best:    9879/10000 (98.79%), error:       191.76144, best error:       388.12518 on epoch:    74, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
evaluating best weights on test data.
evaluting test set with running mean/variance:
epoch time: 37.5140876770s, input_fired_time: 0.8672149181, output_fired_time: 0.0000000000, propagate_forward_time: 35.3610382080, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2858352661
   testing[          , genome 14698] predictions:    9875/  10000 (98.75%), best:    9879/10000 (98.79%), error:       381.63220, best error:       388.12518 on epoch:    74, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
10:41:04 (3676): called boinc_finish(0)

</stderr_txt>
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