Nameexact_genome_1512568488_42_7150_1
Workunit2606947
Created8 Dec 2017, 0:03:03 UTC
Sent8 Dec 2017, 0:11:06 UTC
Report deadline14 Dec 2017, 0:09:28 UTC
Received8 Dec 2017, 11:10:52 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID65413
Run time2 hours 39 min 35 sec
CPU time2 hours 39 min 30 sec
Validate stateValid
Credit1,499.72
Device peak FLOPS3.78 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size152.32 MB
Peak swap size153.90 MB
Peak disk usage1.31 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
 epoch:   13/100, mu: 0.7384625077, learning_rate: 0.0064167744, weight_decay: 0.0002566710

epoch time: 94.6962585449s, input_fired_time: 1.0523149967, output_fired_time: 0.7172772884, propagate_forward_time: 37.5386772156, propagate_backward_time: 52.9644470215, weight_update_time: 0.1171304658, other_time: 2.4235420227
epoch time: 9.1599988937s, input_fired_time: 0.1368713826, output_fired_time: 0.0000000000, propagate_forward_time: 8.5582466125, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4648809433
validation[          , genome  7150] predictions:    9683/  10000 (96.83%), best:    9701/10000 (97.01%), error:      1008.70734, best error:       996.94354 on epoch:    11, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 75.7482223511s, input_fired_time: 0.9358946085, output_fired_time: 0.5853982568, propagate_forward_time: 29.6377906799, propagate_backward_time: 42.4526367188, weight_update_time: 0.1023187637, other_time: 2.1365013123
epoch time: 6.3981261253s, input_fired_time: 0.1064784080, output_fired_time: 0.0000000000, propagate_forward_time: 5.9373350143, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3543128967
validation[          , genome  7150] predictions:    9690/  10000 (96.90%), best:    9701/10000 (97.01%), error:      1023.97839, best error:       996.94354 on epoch:    11, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 83.0688018799s, input_fired_time: 0.9806596637, output_fired_time: 0.6353341341, propagate_forward_time: 32.6904678345, propagate_backward_time: 46.5009231567, weight_update_time: 0.1105612516, other_time: 2.2614135742
epoch time: 9.0529861450s, input_fired_time: 0.1345630139, output_fired_time: 0.0000000000, propagate_forward_time: 8.4634170532, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4550056458
validation[          , genome  7150] predictions:    9617/  10000 (96.17%), best:    9701/10000 (97.01%), error:      1194.11694, best error:       996.94354 on epoch:    11, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 88.5491561890s, input_fired_time: 1.0154274702, output_fired_time: 0.6780027747, propagate_forward_time: 35.1410293579, propagate_backward_time: 49.4328804016, weight_update_time: 0.1176995039, other_time: 2.2818183899
epoch time: 6.4090037346s, input_fired_time: 0.1088064909, output_fired_time: 0.0000000000, propagate_forward_time: 5.9346628189, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3655343056
validation[          , genome  7150] predictions:    9637/  10000 (96.37%), best:    9701/10000 (97.01%), error:      1146.08777, best error:       996.94354 on epoch:    11, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 89.8249053955s, input_fired_time: 1.0322717428, output_fired_time: 0.6847444773, propagate_forward_time: 35.5225181580, propagate_backward_time: 50.2000274658, weight_update_time: 0.1223041713, other_time: 2.3853416443
epoch time: 6.2500247955s, input_fired_time: 0.1071595624, output_fired_time: 0.0000000000, propagate_forward_time: 5.7888841629, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3539810181
validation[          , genome  7150] predictions:    9660/  10000 (96.60%), best:    9701/10000 (97.01%), error:      1052.46594, best error:       996.94354 on epoch:    11, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 84.0403594971s, input_fired_time: 0.9910102487, output_fired_time: 0.6432763338, propagate_forward_time: 32.6707611084, propagate_backward_time: 47.3710556030, weight_update_time: 0.1198109761, other_time: 2.3642501831
epoch time: 7.0120925903s, input_fired_time: 0.1170201302, output_fired_time: 0.0000000000, propagate_forward_time: 6.5010085106, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3940639496
validation[          , genome  7150] predictions:    9686/  10000 (96.86%), best:    9701/10000 (97.01%), error:      1019.94098, best error:       996.94354 on epoch:    11, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 85.1229705811s, input_fired_time: 1.0109744072, output_fired_time: 0.6613892913, propagate_forward_time: 33.4464950562, propagate_backward_time: 47.6243133545, weight_update_time: 0.1251044422, other_time: 2.3797988892
epoch time: 7.1005535126s, input_fired_time: 0.1165763140, output_fired_time: 0.0000000000, propagate_forward_time: 6.5897550583, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3942222595
validation[          , genome  7150] predictions:    9694/  10000 (96.94%), best:    9701/10000 (97.01%), error:      1005.88226, best error:       996.94354 on epoch:    11, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 85.2742462158s, input_fired_time: 1.0114638805, output_fired_time: 0.6567978263, propagate_forward_time: 33.6917839050, propagate_backward_time: 47.5529098511, weight_update_time: 0.1307525188, other_time: 2.3612861633
epoch time: 7.9247093201s, input_fired_time: 0.1255856007, output_fired_time: 0.0000000000, propagate_forward_time: 7.3742308617, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4248929024
validation[          , genome  7150] predictions:    9707/  10000 (97.07%), best:    9707/10000 (97.07%), error:       918.82312, best error:       918.82312 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 90.0927352905s, input_fired_time: 1.0244677067, output_fired_time: 0.6844546795, propagate_forward_time: 35.2737503052, propagate_backward_time: 50.7726821899, weight_update_time: 0.1411718577, other_time: 2.3373794556
epoch time: 7.4203333855s, input_fired_time: 0.1149477810, output_fired_time: 0.0000000000, propagate_forward_time: 6.9212379456, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3841476440
validation[          , genome  7150] predictions:    9677/  10000 (96.77%), best:    9707/10000 (97.07%), error:      1044.41016, best error:       918.82312 on epoch:    21, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 88.9752120972s, input_fired_time: 1.0262135267, output_fired_time: 0.6652414799, propagate_forward_time: 35.0681343079, propagate_backward_time: 50.0045280457, weight_update_time: 0.1474979669, other_time: 2.2110900879
epoch time: 6.6798968315s, input_fired_time: 0.1065867990, output_fired_time: 0.0000000000, propagate_forward_time: 6.2220368385, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3512730598
validation[          , genome  7150] predictions:    9698/  10000 (96.98%), best:    9707/10000 (97.07%), error:       999.41766, best error:       918.82312 on epoch:    21, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 93.6214141846s, input_fired_time: 1.0342446566, output_fired_time: 0.7034588456, propagate_forward_time: 36.6752815247, propagate_backward_time: 52.8939285278, weight_update_time: 0.1642283499, other_time: 2.3144950867
epoch time: 6.9317002296s, input_fired_time: 0.1064060554, output_fired_time: 0.0000000000, propagate_forward_time: 6.4633097649, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3619842529
validation[          , genome  7150] predictions:    9669/  10000 (96.69%), best:    9707/10000 (97.07%), error:      1065.80774, best error:       918.82312 on epoch:    21, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 89.0682678223s, input_fired_time: 0.9937885404, output_fired_time: 0.6671330333, propagate_forward_time: 34.7276611328, propagate_backward_time: 50.4685440063, weight_update_time: 0.1680963039, other_time: 2.2111434937
epoch time: 9.1182050705s, input_fired_time: 0.1296917498, output_fired_time: 0.0000000000, propagate_forward_time: 8.5326805115, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4558324814
validation[          , genome  7150] predictions:    9705/  10000 (97.05%), best:    9707/10000 (97.07%), error:       958.99408, best error:       918.82312 on epoch:    21, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 94.8027038574s, input_fired_time: 1.0357408524, output_fired_time: 0.7048749924, propagate_forward_time: 36.9626388550, propagate_backward_time: 53.7574615479, weight_update_time: 0.1886332035, other_time: 2.3419876099
epoch time: 7.8027892113s, input_fired_time: 0.1185722500, output_fired_time: 0.0000000000, propagate_forward_time: 7.2841277122, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4000892639
validation[          , genome  7150] predictions:    9704/  10000 (97.04%), best:    9707/10000 (97.07%), error:       962.34210, best error:       918.82312 on epoch:    21, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 89.5341110229s, input_fired_time: 1.0041098595, output_fired_time: 0.6643044353, propagate_forward_time: 34.8599548340, propagate_backward_time: 50.6946640015, weight_update_time: 0.1968624741, other_time: 2.3110733032
epoch time: 7.0108642578s, input_fired_time: 0.1109008715, output_fired_time: 0.0000000000, propagate_forward_time: 6.5297498703, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3702135086
validation[          , genome  7150] predictions:    9717/  10000 (97.17%), best:    9717/10000 (97.17%), error:       905.94550, best error:       905.94550 on epoch:    27, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 84.5711212158s, input_fired_time: 0.9665086865, output_fired_time: 0.6216513515, propagate_forward_time: 32.3255157471, propagate_backward_time: 48.3697547913, weight_update_time: 0.2066940814, other_time: 2.2876930237
epoch time: 6.2107596397s, input_fired_time: 0.1061195135, output_fired_time: 0.0000000000, propagate_forward_time: 5.7582192421, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3464207649
validation[          , genome  7150] predictions:    9721/  10000 (97.21%), best:    9717/10000 (97.17%), error:       954.11609, best error:       905.94550 on epoch:    27, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 83.8857269287s, input_fired_time: 0.9702067971, output_fired_time: 0.6359046102, propagate_forward_time: 32.4998207092, propagate_backward_time: 47.5593795776, weight_update_time: 0.2113932222, other_time: 2.2204170227
epoch time: 6.7878479958s, input_fired_time: 0.1080027670, output_fired_time: 0.0000000000, propagate_forward_time: 6.3260092735, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3538360596
validation[          , genome  7150] predictions:    9716/  10000 (97.16%), best:    9717/10000 (97.17%), error:       915.08191, best error:       905.94550 on epoch:    27, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 98.6792449951s, input_fired_time: 1.0782049894, output_fired_time: 0.7201995850, propagate_forward_time: 38.5415573120, propagate_backward_time: 55.8305969238, weight_update_time: 0.2459273934, other_time: 2.5086898804
epoch time: 7.5900664330s, input_fired_time: 0.1176782995, output_fired_time: 0.0000000000, propagate_forward_time: 7.0779032707, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3944849968
validation[          , genome  7150] predictions:    9535/  10000 (95.35%), best:    9717/10000 (97.17%), error:      1459.57898, best error:       905.94550 on epoch:    27, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 85.1707229614s, input_fired_time: 0.9708782434, output_fired_time: 0.6409623027, propagate_forward_time: 33.0208549500, propagate_backward_time: 48.3445014954, weight_update_time: 0.2289523631, other_time: 2.1935272217
epoch time: 6.9432644844s, input_fired_time: 0.1083181873, output_fired_time: 0.0000000000, propagate_forward_time: 6.4716539383, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3632922173
validation[          , genome  7150] predictions:    9709/  10000 (97.09%), best:    9717/10000 (97.17%), error:       937.83282, best error:       905.94550 on epoch:    27, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 92.3401794434s, input_fired_time: 1.0222141743, output_fired_time: 0.6820362210, propagate_forward_time: 35.6489906311, propagate_backward_time: 52.5858688354, weight_update_time: 0.2520654798, other_time: 2.4010658264
epoch time: 6.2959823608s, input_fired_time: 0.1057277322, output_fired_time: 0.0000000000, propagate_forward_time: 5.8344969749, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3557577133
validation[          , genome  7150] predictions:    9713/  10000 (97.13%), best:    9713/10000 (97.13%), error:       903.57605, best error:       903.57605 on epoch:    32, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 79.8095474243s, input_fired_time: 0.9615212679, output_fired_time: 0.5940533280, propagate_forward_time: 30.7229423523, propagate_backward_time: 45.2392692566, weight_update_time: 0.2410697937, other_time: 2.2917556763
epoch time: 6.2525591850s, input_fired_time: 0.1061425209, output_fired_time: 0.0000000000, propagate_forward_time: 5.8043928146, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3420238495
validation[          , genome  7150] predictions:    9714/  10000 (97.14%), best:    9713/10000 (97.13%), error:       924.37653, best error:       903.57605 on epoch:    32, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 77.2131958008s, input_fired_time: 0.9488012791, output_fired_time: 0.5881887078, propagate_forward_time: 29.5556392670, propagate_backward_time: 43.9428787231, weight_update_time: 0.2377638221, other_time: 2.1776885986
epoch time: 6.1331400871s, input_fired_time: 0.1070389226, output_fired_time: 0.0000000000, propagate_forward_time: 5.6853060722, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3407950401
validation[          , genome  7150] predictions:    9725/  10000 (97.25%), best:    9713/10000 (97.13%), error:       966.63391, best error:       903.57605 on epoch:    32, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 78.7865371704s, input_fired_time: 0.9561131001, output_fired_time: 0.5938203335, propagate_forward_time: 30.0510330200, propagate_backward_time: 44.9322204590, weight_update_time: 0.2436954528, other_time: 2.2533493042
epoch time: 6.1562180519s, input_fired_time: 0.1068817005, output_fired_time: 0.0000000000, propagate_forward_time: 5.7015571594, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3477792740
validation[          , genome  7150] predictions:    9700/  10000 (97.00%), best:    9713/10000 (97.13%), error:       955.72632, best error:       903.57605 on epoch:    32, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 77.6475677490s, input_fired_time: 0.9511245489, output_fired_time: 0.5778769255, propagate_forward_time: 30.0681190491, propagate_backward_time: 43.7844924927, weight_update_time: 0.2455946952, other_time: 2.2659568787
epoch time: 7.2888646126s, input_fired_time: 0.1152736321, output_fired_time: 0.0000000000, propagate_forward_time: 6.7895245552, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3840665817
validation[          , genome  7150] predictions:    9736/  10000 (97.36%), best:    9713/10000 (97.13%), error:       933.79865, best error:       903.57605 on epoch:    32, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 91.6220550537s, input_fired_time: 1.0316339731, output_fired_time: 0.6798246503, propagate_forward_time: 35.1876335144, propagate_backward_time: 52.2822647095, weight_update_time: 0.2611743510, other_time: 2.4407005310
epoch time: 6.1899189949s, input_fired_time: 0.1053123400, output_fired_time: 0.0000000000, propagate_forward_time: 5.7258081436, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3587985039
validation[          , genome  7150] predictions:    9701/  10000 (97.01%), best:    9713/10000 (97.13%), error:      1024.85913, best error:       903.57605 on epoch:    32, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 95.0345840454s, input_fired_time: 1.0405329466, output_fired_time: 0.7010480165, propagate_forward_time: 36.7598075867, propagate_backward_time: 54.1205024719, weight_update_time: 0.2640346587, other_time: 2.4126892090
epoch time: 6.3196091652s, input_fired_time: 0.1104132906, output_fired_time: 0.0000000000, propagate_forward_time: 5.8493547440, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3598413467
validation[          , genome  7150] predictions:    9718/  10000 (97.18%), best:    9718/10000 (97.18%), error:       888.50012, best error:       888.50012 on epoch:    38, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 78.3947677612s, input_fired_time: 0.9609189034, output_fired_time: 0.5944934487, propagate_forward_time: 30.3718910217, propagate_backward_time: 44.2473373413, weight_update_time: 0.2451032400, other_time: 2.2201271057
epoch time: 6.4168205261s, input_fired_time: 0.1109093279, output_fired_time: 0.0000000000, propagate_forward_time: 5.9464025497, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3595085144
validation[          , genome  7150] predictions:    9720/  10000 (97.20%), best:    9718/10000 (97.18%), error:       919.48627, best error:       888.50012 on epoch:    38, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 82.5372161865s, input_fired_time: 0.9829296470, output_fired_time: 0.6209861040, propagate_forward_time: 31.6793498993, propagate_backward_time: 46.9666061401, weight_update_time: 0.2500685751, other_time: 2.2873382568
epoch time: 6.2664675713s, input_fired_time: 0.1085856482, output_fired_time: 0.0000000000, propagate_forward_time: 5.8073668480, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3505148888
validation[          , genome  7150] predictions:    9597/  10000 (95.97%), best:    9718/10000 (97.18%), error:      1337.43884, best error:       888.50012 on epoch:    38, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 84.1238327026s, input_fired_time: 0.9932125211, output_fired_time: 0.6278066039, propagate_forward_time: 32.4826850891, propagate_backward_time: 47.7214279175, weight_update_time: 0.2520629466, other_time: 2.2987022400
epoch time: 8.0140428543s, input_fired_time: 0.1211977229, output_fired_time: 0.0000000000, propagate_forward_time: 7.4890332222, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4038119316
validation[          , genome  7150] predictions:    9717/  10000 (97.17%), best:    9718/10000 (97.18%), error:       954.37622, best error:       888.50012 on epoch:    38, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 90.4447326660s, input_fired_time: 1.0238025188, output_fired_time: 0.6690766811, propagate_forward_time: 34.4489440918, propagate_backward_time: 51.9346504211, weight_update_time: 0.2579812407, other_time: 2.3682594299
epoch time: 6.8565945625s, input_fired_time: 0.1107198745, output_fired_time: 0.0000000000, propagate_forward_time: 6.3866147995, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3592600822
validation[          , genome  7150] predictions:    9698/  10000 (96.98%), best:    9718/10000 (97.18%), error:      1001.70972, best error:       888.50012 on epoch:    38, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 88.1356124878s, input_fired_time: 1.0043771267, output_fired_time: 0.6512128115, propagate_forward_time: 33.9757537842, propagate_backward_time: 50.1901321411, weight_update_time: 0.2537755966, other_time: 2.3141326904
epoch time: 6.8107781410s, input_fired_time: 0.1150270402, output_fired_time: 0.0000000000, propagate_forward_time: 6.3257217407, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3700294495
validation[          , genome  7150] predictions:    9726/  10000 (97.26%), best:    9718/10000 (97.18%), error:       926.28473, best error:       888.50012 on epoch:    38, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 95.7578582764s, input_fired_time: 1.0593485832, output_fired_time: 0.7012099028, propagate_forward_time: 37.0872802734, propagate_backward_time: 54.4519615173, weight_update_time: 0.2666454315, other_time: 2.4580574036
epoch time: 8.4312372208s, input_fired_time: 0.1328132004, output_fired_time: 0.0000000000, propagate_forward_time: 7.8692154884, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4292082787
validation[          , genome  7150] predictions:    9683/  10000 (96.83%), best:    9718/10000 (97.18%), error:      1130.03137, best error:       888.50012 on epoch:    38, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 88.4128036499s, input_fired_time: 1.0162067413, output_fired_time: 0.6615425348, propagate_forward_time: 33.8822364807, propagate_backward_time: 50.5451507568, weight_update_time: 0.2534433305, other_time: 2.3076667786
epoch time: 8.7050695419s, input_fired_time: 0.1283355951, output_fired_time: 0.0000000000, propagate_forward_time: 8.1485204697, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4282131195
validation[          , genome  7150] predictions:    9624/  10000 (96.24%), best:    9718/10000 (97.18%), error:      1253.23413, best error:       888.50012 on epoch:    38, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 96.7210540771s, input_fired_time: 1.0604326725, output_fired_time: 0.7111068964, propagate_forward_time: 37.1028175354, propagate_backward_time: 55.3566741943, weight_update_time: 0.2660245597, other_time: 2.4900245667
epoch time: 6.1388926506s, input_fired_time: 0.1050939485, output_fired_time: 0.0000000000, propagate_forward_time: 5.6848783493, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3489203453
validation[          , genome  7150] predictions:    9686/  10000 (96.86%), best:    9718/10000 (97.18%), error:      1019.08295, best error:       888.50012 on epoch:    38, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 81.8683013916s, input_fired_time: 0.9791756272, output_fired_time: 0.6074923277, propagate_forward_time: 31.4040088654, propagate_backward_time: 46.5644950867, weight_update_time: 0.2494222671, other_time: 2.3131294250
epoch time: 6.8205909729s, input_fired_time: 0.1123043969, output_fired_time: 0.0000000000, propagate_forward_time: 6.3423452377, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3659415245
validation[          , genome  7150] predictions:    9699/  10000 (96.99%), best:    9718/10000 (97.18%), error:       968.39606, best error:       888.50012 on epoch:    38, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 82.3277130127s, input_fired_time: 0.9885666966, output_fired_time: 0.6206675172, propagate_forward_time: 31.4461669922, propagate_backward_time: 47.0050468445, weight_update_time: 0.2461643070, other_time: 2.2672691345
epoch time: 7.2688918114s, input_fired_time: 0.1187558994, output_fired_time: 0.0000000000, propagate_forward_time: 6.7629165649, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3872194290
validation[          , genome  7150] predictions:    9704/  10000 (97.04%), best:    9718/10000 (97.18%), error:       976.64032, best error:       888.50012 on epoch:    38, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 80.5325927734s, input_fired_time: 0.9676259160, output_fired_time: 0.6013675332, propagate_forward_time: 30.6524524689, propagate_backward_time: 46.0255661011, weight_update_time: 0.2477063090, other_time: 2.2855834961
epoch time: 8.5783061981s, input_fired_time: 0.1323638707, output_fired_time: 0.0000000000, propagate_forward_time: 8.0050086975, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4409332275
validation[          , genome  7150] predictions:    9740/  10000 (97.40%), best:    9718/10000 (97.18%), error:       908.66370, best error:       888.50012 on epoch:    38, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 78.0345840454s, input_fired_time: 0.9525198936, output_fired_time: 0.5811191201, propagate_forward_time: 29.9843864441, propagate_backward_time: 44.3005905151, weight_update_time: 0.2434702218, other_time: 2.2159690857
epoch time: 6.2522954941s, input_fired_time: 0.1105359569, output_fired_time: 0.0000000000, propagate_forward_time: 5.7931160927, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3486433029
validation[          , genome  7150] predictions:    9701/  10000 (97.01%), best:    9718/10000 (97.18%), error:       974.64178, best error:       888.50012 on epoch:    38, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 79.1728439331s, input_fired_time: 0.9543074369, output_fired_time: 0.6027367711, propagate_forward_time: 29.9100341797, propagate_backward_time: 45.5019340515, weight_update_time: 0.2419276536, other_time: 2.2038307190
epoch time: 6.6152076721s, input_fired_time: 0.1097821668, output_fired_time: 0.0000000000, propagate_forward_time: 6.1392159462, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3662095070
validation[          , genome  7150] predictions:    9652/  10000 (96.52%), best:    9718/10000 (97.18%), error:      1159.46045, best error:       888.50012 on epoch:    38, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 81.3268280029s, input_fired_time: 0.9663069248, output_fired_time: 0.6070448756, propagate_forward_time: 31.0571289062, propagate_backward_time: 46.4692230225, weight_update_time: 0.2455903888, other_time: 2.2271194458
epoch time: 7.1380028725s, input_fired_time: 0.1108878329, output_fired_time: 0.0000000000, propagate_forward_time: 6.6562113762, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3709034920
validation[          , genome  7150] predictions:    9744/  10000 (97.44%), best:    9744/10000 (97.44%), error:       873.52258, best error:       873.52258 on epoch:    52, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 89.3750686646s, input_fired_time: 0.9989038706, output_fired_time: 0.6597389579, propagate_forward_time: 34.2840805054, propagate_backward_time: 51.1274757385, weight_update_time: 0.2529251873, other_time: 2.3048744202
epoch time: 6.3451476097s, input_fired_time: 0.1055059209, output_fired_time: 0.0000000000, propagate_forward_time: 5.8970193863, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3426222801
validation[          , genome  7150] predictions:    9698/  10000 (96.98%), best:    9744/10000 (97.44%), error:      1022.62274, best error:       873.52258 on epoch:    52, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 88.8365707397s, input_fired_time: 1.0250414610, output_fired_time: 0.6542672515, propagate_forward_time: 34.3175964355, propagate_backward_time: 50.4288558960, weight_update_time: 0.2597285509, other_time: 2.4108123779
epoch time: 9.0257492065s, input_fired_time: 0.1359259337, output_fired_time: 0.0000000000, propagate_forward_time: 8.4454317093, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4443912506
validation[          , genome  7150] predictions:    9708/  10000 (97.08%), best:    9744/10000 (97.44%), error:       916.12146, best error:       873.52258 on epoch:    52, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 85.3245544434s, input_fired_time: 0.9698663950, output_fired_time: 0.6348153949, propagate_forward_time: 32.6486930847, propagate_backward_time: 48.8778266907, weight_update_time: 0.2458262295, other_time: 2.1933517456
epoch time: 6.8442859650s, input_fired_time: 0.1117656305, output_fired_time: 0.0000000000, propagate_forward_time: 6.3776664734, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3548536301
validation[          , genome  7150] predictions:    9702/  10000 (97.02%), best:    9744/10000 (97.44%), error:      1006.96686, best error:       873.52258 on epoch:    52, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 83.9421463013s, input_fired_time: 0.9731025100, output_fired_time: 0.6278659105, propagate_forward_time: 32.1606636047, propagate_backward_time: 47.9806480408, weight_update_time: 0.2454696745, other_time: 2.1998672485
epoch time: 7.5362024307s, input_fired_time: 0.1180320159, output_fired_time: 0.0000000000, propagate_forward_time: 7.0242958069, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3938746452
validation[          , genome  7150] predictions:    9668/  10000 (96.68%), best:    9744/10000 (97.44%), error:      1097.84875, best error:       873.52258 on epoch:    52, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 97.3288421631s, input_fired_time: 1.0623438358, output_fired_time: 0.7088463902, propagate_forward_time: 37.7362327576, propagate_backward_time: 55.3657073975, weight_update_time: 0.2678979337, other_time: 2.4557075500
epoch time: 6.8007521629s, input_fired_time: 0.1102760285, output_fired_time: 0.0000000000, propagate_forward_time: 6.3259057999, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3645701408
validation[          , genome  7150] predictions:    9701/  10000 (97.01%), best:    9744/10000 (97.44%), error:      1003.12695, best error:       873.52258 on epoch:    52, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 86.8612213135s, input_fired_time: 0.9896142483, output_fired_time: 0.6398242116, propagate_forward_time: 33.1322212219, propagate_backward_time: 49.8190956116, weight_update_time: 0.2520940006, other_time: 2.2804641724
epoch time: 6.3797001839s, input_fired_time: 0.1093423516, output_fired_time: 0.0000000000, propagate_forward_time: 5.9248032570, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3455543518
validation[          , genome  7150] predictions:    9698/  10000 (96.98%), best:    9744/10000 (97.44%), error:      1000.90771, best error:       873.52258 on epoch:    52, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 89.1027145386s, input_fired_time: 1.0025920868, output_fired_time: 0.6573867798, propagate_forward_time: 34.2250747681, propagate_backward_time: 50.9317626953, weight_update_time: 0.2542793751, other_time: 2.2858963013
epoch time: 7.3327856064s, input_fired_time: 0.1139238626, output_fired_time: 0.0000000000, propagate_forward_time: 6.8341994286, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3846621513
validation[          , genome  7150] predictions:    9697/  10000 (96.97%), best:    9744/10000 (97.44%), error:       994.68616, best error:       873.52258 on epoch:    52, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 92.8817672729s, input_fired_time: 1.0270100832, output_fired_time: 0.6840894818, propagate_forward_time: 35.7512207031, propagate_backward_time: 53.0891952515, weight_update_time: 0.2579838634, other_time: 2.3302536011
epoch time: 8.1127328873s, input_fired_time: 0.1254892498, output_fired_time: 0.0000000000, propagate_forward_time: 7.5775189400, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4097247124
validation[          , genome  7150] predictions:    9695/  10000 (96.95%), best:    9744/10000 (97.44%), error:      1051.13782, best error:       873.52258 on epoch:    52, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 101.1777038574s, input_fired_time: 1.0912479162, output_fired_time: 0.7358171344, propagate_forward_time: 39.1877746582, propagate_backward_time: 57.5677566528, weight_update_time: 0.2739365101, other_time: 2.5951080322
epoch time: 6.3611345291s, input_fired_time: 0.1086483151, output_fired_time: 0.0000000000, propagate_forward_time: 5.9093751907, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3431110382
validation[          , genome  7150] predictions:    9729/  10000 (97.29%), best:    9744/10000 (97.44%), error:       890.43878, best error:       873.52258 on epoch:    52, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 88.7124710083s, input_fired_time: 1.0163261890, output_fired_time: 0.6554588079, propagate_forward_time: 33.9687461853, propagate_backward_time: 50.6784019470, weight_update_time: 0.2567865849, other_time: 2.3935394287
epoch time: 7.1064953804s, input_fired_time: 0.1176342368, output_fired_time: 0.0000000000, propagate_forward_time: 6.6009430885, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3879179955
validation[          , genome  7150] predictions:    9706/  10000 (97.06%), best:    9744/10000 (97.44%), error:       976.81439, best error:       873.52258 on epoch:    52, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 83.7264328003s, input_fired_time: 0.9884774685, output_fired_time: 0.6117689610, propagate_forward_time: 31.7533817291, propagate_backward_time: 48.0442504883, weight_update_time: 0.2534837425, other_time: 2.3285522461
epoch time: 7.8200082779s, input_fired_time: 0.1271138191, output_fired_time: 0.0000000000, propagate_forward_time: 7.2906389236, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4022555351
validation[          , genome  7150] predictions:    9747/  10000 (97.47%), best:    9747/10000 (97.47%), error:       833.38391, best error:       833.38391 on epoch:    63, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 86.9343566895s, input_fired_time: 1.0119783878, output_fired_time: 0.6404618025, propagate_forward_time: 33.1987724304, propagate_backward_time: 49.7088813782, weight_update_time: 0.2566179633, other_time: 2.3742599487
epoch time: 6.1632747650s, input_fired_time: 0.1056725457, output_fired_time: 0.0000000000, propagate_forward_time: 5.7210187912, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3365836143
validation[          , genome  7150] predictions:    9523/  10000 (95.23%), best:    9747/10000 (97.47%), error:      1609.28418, best error:       833.38391 on epoch:    63, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 79.1722869873s, input_fired_time: 0.9629250169, output_fired_time: 0.5975428224, propagate_forward_time: 29.9169864655, propagate_backward_time: 45.4707794189, weight_update_time: 0.2433759272, other_time: 2.2240524292
epoch time: 5.9696431160s, input_fired_time: 0.1051680967, output_fired_time: 0.0000000000, propagate_forward_time: 5.5263638496, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3381114006
validation[          , genome  7150] predictions:    9732/  10000 (97.32%), best:    9747/10000 (97.47%), error:       906.92621, best error:       833.38391 on epoch:    63, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 76.9227371216s, input_fired_time: 0.9407726526, output_fired_time: 0.5702942610, propagate_forward_time: 29.0241813660, propagate_backward_time: 44.1746902466, weight_update_time: 0.2427395284, other_time: 2.2127952576
epoch time: 7.0278306007s, input_fired_time: 0.1107495725, output_fired_time: 0.0000000000, propagate_forward_time: 6.5486426353, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3684382439
validation[          , genome  7150] predictions:    9678/  10000 (96.78%), best:    9747/10000 (97.47%), error:      1089.50867, best error:       833.38391 on epoch:    63, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 92.1225051880s, input_fired_time: 1.0182967186, output_fired_time: 0.6800294518, propagate_forward_time: 35.3463134766, propagate_backward_time: 52.7068138123, weight_update_time: 0.2584934533, other_time: 2.3710517883
epoch time: 6.8076505661s, input_fired_time: 0.1115254611, output_fired_time: 0.0000000000, propagate_forward_time: 6.3374905586, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3586344719
validation[          , genome  7150] predictions:    9683/  10000 (96.83%), best:    9747/10000 (97.47%), error:      1030.37463, best error:       833.38391 on epoch:    63, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 92.9623489380s, input_fired_time: 1.0372738838, output_fired_time: 0.6827898026, propagate_forward_time: 35.8264350891, propagate_backward_time: 53.0094032288, weight_update_time: 0.2614147663, other_time: 2.4064407349
epoch time: 6.9059267044s, input_fired_time: 0.1157781929, output_fired_time: 0.0000000000, propagate_forward_time: 6.4198107719, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3703379631
validation[          , genome  7150] predictions:    9681/  10000 (96.81%), best:    9747/10000 (97.47%), error:      1072.16382, best error:       833.38391 on epoch:    63, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 80.5365066528s, input_fired_time: 0.9548633099, output_fired_time: 0.5921126604, propagate_forward_time: 30.5042152405, propagate_backward_time: 46.2386283875, weight_update_time: 0.2465770990, other_time: 2.2466888428
epoch time: 6.4395251274s, input_fired_time: 0.1101173833, output_fired_time: 0.0000000000, propagate_forward_time: 5.9766716957, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3527359962
validation[          , genome  7150] predictions:    9707/  10000 (97.07%), best:    9747/10000 (97.47%), error:      1051.93457, best error:       833.38391 on epoch:    63, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 89.2863311768s, input_fired_time: 0.9985676408, output_fired_time: 0.6679172516, propagate_forward_time: 34.2383956909, propagate_backward_time: 51.0932044983, weight_update_time: 0.2515447736, other_time: 2.2882499695
epoch time: 6.7872819901s, input_fired_time: 0.1106002778, output_fired_time: 0.0000000000, propagate_forward_time: 6.3127908707, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3638906479
validation[          , genome  7150] predictions:    9724/  10000 (97.24%), best:    9747/10000 (97.47%), error:       932.38977, best error:       833.38391 on epoch:    63, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 86.9522857666s, input_fired_time: 0.9800905585, output_fired_time: 0.6478415728, propagate_forward_time: 33.0403213501, propagate_backward_time: 50.0590324402, weight_update_time: 0.2475630641, other_time: 2.2250022888
epoch time: 6.8231759071s, input_fired_time: 0.1109305993, output_fired_time: 0.0000000000, propagate_forward_time: 6.3461966515, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3660488129
validation[          , genome  7150] predictions:    9690/  10000 (96.90%), best:    9747/10000 (97.47%), error:      1002.35565, best error:       833.38391 on epoch:    63, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 84.9218673706s, input_fired_time: 0.9732699394, output_fired_time: 0.6391227245, propagate_forward_time: 32.3876380920, propagate_backward_time: 48.7229270935, weight_update_time: 0.2447957098, other_time: 2.1989135742
epoch time: 6.8633379936s, input_fired_time: 0.1119244769, output_fired_time: 0.0000000000, propagate_forward_time: 6.3901777267, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3612356186
validation[          , genome  7150] predictions:    9716/  10000 (97.16%), best:    9747/10000 (97.47%), error:      1022.97821, best error:       833.38391 on epoch:    63, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 89.9659423828s, input_fired_time: 1.0067758560, output_fired_time: 0.6655254960, propagate_forward_time: 34.1957740784, propagate_backward_time: 51.7673339844, weight_update_time: 0.2552054524, other_time: 2.3305320740
epoch time: 6.7734470367s, input_fired_time: 0.1103147343, output_fired_time: 0.0000000000, propagate_forward_time: 6.3080205917, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3551115990
validation[          , genome  7150] predictions:    9737/  10000 (97.37%), best:    9747/10000 (97.47%), error:       890.35480, best error:       833.38391 on epoch:    63, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 94.0579147339s, input_fired_time: 1.0382765532, output_fired_time: 0.6911849976, propagate_forward_time: 36.0103988647, propagate_backward_time: 53.9011688232, weight_update_time: 0.2646937668, other_time: 2.4168853760
epoch time: 6.2726922035s, input_fired_time: 0.1074620709, output_fired_time: 0.0000000000, propagate_forward_time: 5.8281588554, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3370714188
validation[          , genome  7150] predictions:    9693/  10000 (96.93%), best:    9747/10000 (97.47%), error:      1038.22900, best error:       833.38391 on epoch:    63, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 85.2143249512s, input_fired_time: 0.9785606265, output_fired_time: 0.6243584156, propagate_forward_time: 32.4754676819, propagate_backward_time: 48.8168678284, weight_update_time: 0.2515724599, other_time: 2.3190689087
epoch time: 6.4463090897s, input_fired_time: 0.1103471592, output_fired_time: 0.0000000000, propagate_forward_time: 5.9836511612, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3523106575
validation[          , genome  7150] predictions:    9723/  10000 (97.23%), best:    9747/10000 (97.47%), error:       908.42548, best error:       833.38391 on epoch:    63, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 95.4985198975s, input_fired_time: 1.0522080660, output_fired_time: 0.6975668669, propagate_forward_time: 36.7864646912, propagate_backward_time: 54.4990119934, weight_update_time: 0.2644802928, other_time: 2.4632720947
epoch time: 7.8553447723s, input_fired_time: 0.1187597439, output_fired_time: 0.0000000000, propagate_forward_time: 7.3388328552, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3977522850
validation[          , genome  7150] predictions:    9685/  10000 (96.85%), best:    9747/10000 (97.47%), error:      1026.42883, best error:       833.38391 on epoch:    63, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 84.8723602295s, input_fired_time: 0.9904499054, output_fired_time: 0.6269196272, propagate_forward_time: 32.2172584534, propagate_backward_time: 48.6973609924, weight_update_time: 0.2521390319, other_time: 2.3403701782
epoch time: 6.2651991844s, input_fired_time: 0.1083560139, output_fired_time: 0.0000000000, propagate_forward_time: 5.8127107620, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3441324234
validation[          , genome  7150] predictions:    9708/  10000 (97.08%), best:    9747/10000 (97.47%), error:       925.71741, best error:       833.38391 on epoch:    63, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 82.9652175903s, input_fired_time: 0.9800084233, output_fired_time: 0.6230668426, propagate_forward_time: 31.2062358856, propagate_backward_time: 47.8839263916, weight_update_time: 0.2469234914, other_time: 2.2719726562
epoch time: 7.7241692543s, input_fired_time: 0.1173076704, output_fired_time: 0.0000000000, propagate_forward_time: 7.2063360214, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4005255699
validation[          , genome  7150] predictions:    9644/  10000 (96.44%), best:    9747/10000 (97.47%), error:      1144.72681, best error:       833.38391 on epoch:    63, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 78.6729278564s, input_fired_time: 0.9429140687, output_fired_time: 0.5877626538, propagate_forward_time: 29.5751304626, propagate_backward_time: 45.3390235901, weight_update_time: 0.2426461428, other_time: 2.2280960083
epoch time: 6.1048426628s, input_fired_time: 0.1098273918, output_fired_time: 0.0000000000, propagate_forward_time: 5.6544032097, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3406119347
validation[          , genome  7150] predictions:    9728/  10000 (97.28%), best:    9747/10000 (97.47%), error:       896.75879, best error:       833.38391 on epoch:    63, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 84.1756668091s, input_fired_time: 0.9933354855, output_fired_time: 0.6240535975, propagate_forward_time: 32.0315361023, propagate_backward_time: 48.2123260498, weight_update_time: 0.2570423782, other_time: 2.3144187927
epoch time: 9.1937265396s, input_fired_time: 0.1383792907, output_fired_time: 0.0000000000, propagate_forward_time: 8.6023960114, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4529514313
validation[          , genome  7150] predictions:    9513/  10000 (95.13%), best:    9747/10000 (97.47%), error:      1606.53271, best error:       833.38391 on epoch:    63, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 90.6911087036s, input_fired_time: 1.0216232538, output_fired_time: 0.6680684686, propagate_forward_time: 34.7829017639, propagate_backward_time: 51.8519096375, weight_update_time: 0.2568578422, other_time: 2.3666076660
epoch time: 6.9188032150s, input_fired_time: 0.1099001840, output_fired_time: 0.0000000000, propagate_forward_time: 6.4482021332, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3607010841
validation[          , genome  7150] predictions:    9732/  10000 (97.32%), best:    9747/10000 (97.47%), error:       976.47546, best error:       833.38391 on epoch:    63, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 91.0558547974s, input_fired_time: 1.0091160536, output_fired_time: 0.6706805229, propagate_forward_time: 35.1313896179, propagate_backward_time: 51.9008255005, weight_update_time: 0.2563045323, other_time: 2.3438453674
epoch time: 6.3108148575s, input_fired_time: 0.1095796973, output_fired_time: 0.0000000000, propagate_forward_time: 5.8527255058, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3485097885
validation[          , genome  7150] predictions:    9660/  10000 (96.60%), best:    9747/10000 (97.47%), error:      1120.97156, best error:       833.38391 on epoch:    63, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 88.3916931152s, input_fired_time: 1.0162903070, output_fired_time: 0.6497715116, propagate_forward_time: 33.8694992065, propagate_backward_time: 50.4893074036, weight_update_time: 0.2566676438, other_time: 2.3668251038
epoch time: 8.7520370483s, input_fired_time: 0.1305617541, output_fired_time: 0.0000000000, propagate_forward_time: 8.1877012253, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4337739944
validation[          , genome  7150] predictions:    9731/  10000 (97.31%), best:    9747/10000 (97.47%), error:       879.50476, best error:       833.38391 on epoch:    63, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 84.5633087158s, input_fired_time: 0.9780601859, output_fired_time: 0.6313781738, propagate_forward_time: 32.2474174500, propagate_backward_time: 48.4504776001, weight_update_time: 0.2454287559, other_time: 2.2559776306
epoch time: 6.6829242706s, input_fired_time: 0.1079976186, output_fired_time: 0.0000000000, propagate_forward_time: 6.2177886963, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3571381569
validation[          , genome  7150] predictions:    9738/  10000 (97.38%), best:    9747/10000 (97.47%), error:       888.38910, best error:       833.38391 on epoch:    63, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 89.5312271118s, input_fired_time: 1.0006525517, output_fired_time: 0.6615804434, propagate_forward_time: 34.4380340576, propagate_backward_time: 51.1304359436, weight_update_time: 0.2539342344, other_time: 2.3005180359
epoch time: 6.8263607025s, input_fired_time: 0.1083197594, output_fired_time: 0.0000000000, propagate_forward_time: 6.3631696701, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3548712730
validation[          , genome  7150] predictions:    9695/  10000 (96.95%), best:    9747/10000 (97.47%), error:       980.46448, best error:       833.38391 on epoch:    63, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 88.9122085571s, input_fired_time: 0.9980065823, output_fired_time: 0.6598466635, propagate_forward_time: 34.1040077209, propagate_backward_time: 50.8411788940, weight_update_time: 0.2528572977, other_time: 2.3091697693
epoch time: 6.7330656052s, input_fired_time: 0.1091568843, output_fired_time: 0.0000000000, propagate_forward_time: 6.2677907944, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3561177254
validation[          , genome  7150] predictions:    9719/  10000 (97.19%), best:    9747/10000 (97.47%), error:       925.89667, best error:       833.38391 on epoch:    63, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 97.9093780518s, input_fired_time: 1.0712075233, output_fired_time: 0.7173191309, propagate_forward_time: 37.5965080261, propagate_backward_time: 56.0149955750, weight_update_time: 0.2694396377, other_time: 2.5093536377
epoch time: 7.2961254120s, input_fired_time: 0.1195306256, output_fired_time: 0.0000000000, propagate_forward_time: 6.7842574120, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3923373222
validation[          , genome  7150] predictions:    9667/  10000 (96.67%), best:    9747/10000 (97.47%), error:      1085.22595, best error:       833.38391 on epoch:    63, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 95.3421783447s, input_fired_time: 1.0485268831, output_fired_time: 0.6981156468, propagate_forward_time: 36.5167999268, propagate_backward_time: 54.6339874268, weight_update_time: 0.2642191052, other_time: 2.4447479248
epoch time: 8.2976436615s, input_fired_time: 0.1246935725, output_fired_time: 0.0000000000, propagate_forward_time: 7.7526698112, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4202799797
validation[          , genome  7150] predictions:    9700/  10000 (97.00%), best:    9747/10000 (97.47%), error:      1000.78790, best error:       833.38391 on epoch:    63, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 92.4639892578s, input_fired_time: 1.0297218561, output_fired_time: 0.6814588308, propagate_forward_time: 35.6447601318, propagate_backward_time: 52.7334594727, weight_update_time: 0.2586164176, other_time: 2.3745880127
epoch time: 8.7327899933s, input_fired_time: 0.1320332140, output_fired_time: 0.0000000000, propagate_forward_time: 8.1676721573, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4330844879
validation[          , genome  7150] predictions:    9692/  10000 (96.92%), best:    9747/10000 (97.47%), error:      1022.86420, best error:       833.38391 on epoch:    63, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 92.9364013672s, input_fired_time: 1.0301536322, output_fired_time: 0.6840488315, propagate_forward_time: 35.6389923096, propagate_backward_time: 53.1904029846, weight_update_time: 0.2592763603, other_time: 2.3928031921
epoch time: 7.1622066498s, input_fired_time: 0.1196088493, output_fired_time: 0.0000000000, propagate_forward_time: 6.6655220985, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3770756721
validation[          , genome  7150] predictions:    9717/  10000 (97.17%), best:    9747/10000 (97.47%), error:       948.85187, best error:       833.38391 on epoch:    63, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 92.8958358765s, input_fired_time: 1.0387572050, output_fired_time: 0.6773351431, propagate_forward_time: 35.5545921326, propagate_backward_time: 53.1783409119, weight_update_time: 0.2641184330, other_time: 2.4468078613
epoch time: 6.1877961159s, input_fired_time: 0.1077426672, output_fired_time: 0.0000000000, propagate_forward_time: 5.7408747673, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3391785622
validation[          , genome  7150] predictions:    9761/  10000 (97.61%), best:    9761/10000 (97.61%), error:       828.28699, best error:       828.28699 on epoch:    91, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 89.9446563721s, input_fired_time: 1.0275974274, output_fired_time: 0.6570469737, propagate_forward_time: 34.4841613770, propagate_backward_time: 51.3986549377, weight_update_time: 0.2595076263, other_time: 2.3772010803
epoch time: 6.5977606773s, input_fired_time: 0.1118986160, output_fired_time: 0.0000000000, propagate_forward_time: 6.1281323433, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3577299118
validation[          , genome  7150] predictions:    9713/  10000 (97.13%), best:    9761/10000 (97.61%), error:       947.15857, best error:       828.28699 on epoch:    91, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 81.0716323853s, input_fired_time: 0.9664497972, output_fired_time: 0.6084977984, propagate_forward_time: 30.3951206207, propagate_backward_time: 46.8480186462, weight_update_time: 0.2463423908, other_time: 2.2535438538
epoch time: 6.2040057182s, input_fired_time: 0.1066625267, output_fired_time: 0.0000000000, propagate_forward_time: 5.7602524757, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3370904922
validation[          , genome  7150] predictions:    9656/  10000 (96.56%), best:    9761/10000 (97.61%), error:      1133.99573, best error:       828.28699 on epoch:    91, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 81.8038635254s, input_fired_time: 0.9692155719, output_fired_time: 0.6141294837, propagate_forward_time: 31.2926559448, propagate_backward_time: 46.6774787903, weight_update_time: 0.2475842386, other_time: 2.2503852844
epoch time: 6.6484780312s, input_fired_time: 0.1103174761, output_fired_time: 0.0000000000, propagate_forward_time: 6.1783142090, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3598461151
validation[          , genome  7150] predictions:    9445/  10000 (94.45%), best:    9761/10000 (97.61%), error:      1854.22290, best error:       828.28699 on epoch:    91, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 90.8373718262s, input_fired_time: 1.0221421719, output_fired_time: 0.6655215025, propagate_forward_time: 35.1369209290, propagate_backward_time: 51.6049957275, weight_update_time: 0.2617928982, other_time: 2.4077949524
epoch time: 8.5632019043s, input_fired_time: 0.1262527257, output_fired_time: 0.0000000000, propagate_forward_time: 8.0083122253, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4286365509
validation[          , genome  7150] predictions:    9511/  10000 (95.11%), best:    9761/10000 (97.61%), error:      1610.02087, best error:       828.28699 on epoch:    91, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 87.3217849731s, input_fired_time: 0.9847098589, output_fired_time: 0.6524673104, propagate_forward_time: 33.5429992676, propagate_backward_time: 49.8678779602, weight_update_time: 0.2491172105, other_time: 2.2737312317
epoch time: 6.3761253357s, input_fired_time: 0.1061941460, output_fired_time: 0.0000000000, propagate_forward_time: 5.9078121185, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3621191978
validation[          , genome  7150] predictions:    9545/  10000 (95.45%), best:    9761/10000 (97.61%), error:      1475.38037, best error:       828.28699 on epoch:    91, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 80.5595169067s, input_fired_time: 0.9572464228, output_fired_time: 0.5991909504, propagate_forward_time: 30.4671249390, propagate_backward_time: 46.2879829407, weight_update_time: 0.2479119152, other_time: 2.2479743958
epoch time: 6.3738718033s, input_fired_time: 0.1104031652, output_fired_time: 0.0000000000, propagate_forward_time: 5.9083781242, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3550906181
validation[          , genome  7150] predictions:    9634/  10000 (96.34%), best:    9761/10000 (97.61%), error:      1240.40515, best error:       828.28699 on epoch:    91, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 97.1752548218s, input_fired_time: 1.0503920317, output_fired_time: 0.7084878683, propagate_forward_time: 37.3584709167, propagate_backward_time: 55.5879898071, weight_update_time: 0.2682156265, other_time: 2.4699134827
epoch time: 6.4522910118s, input_fired_time: 0.1089283153, output_fired_time: 0.0000000000, propagate_forward_time: 5.9971857071, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3461771011
validation[          , genome  7150] predictions:    9637/  10000 (96.37%), best:    9761/10000 (97.61%), error:      1228.87659, best error:       828.28699 on epoch:    91, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 94.2085189819s, input_fired_time: 1.0430355072, output_fired_time: 0.6938418746, propagate_forward_time: 36.2578811646, propagate_backward_time: 53.7858390808, weight_update_time: 0.2626675665, other_time: 2.4279212952
epoch time: 6.3228545189s, input_fired_time: 0.1046079397, output_fired_time: 0.0000000000, propagate_forward_time: 5.8689303398, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3493161201
validation[          , genome  7150] predictions:    9617/  10000 (96.17%), best:    9761/10000 (97.61%), error:      1283.42200, best error:       828.28699 on epoch:    91, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 89.2647781372s, input_fired_time: 1.0054198503, output_fired_time: 0.6578125358, propagate_forward_time: 34.0214691162, propagate_backward_time: 51.2596321106, weight_update_time: 0.2547051907, other_time: 2.3204460144
epoch time: 8.2271137238s, input_fired_time: 0.1247895956, output_fired_time: 0.0000000000, propagate_forward_time: 7.6828594208, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4194650650
validation[          , genome  7150] predictions:    9654/  10000 (96.54%), best:    9761/10000 (97.61%), error:      1155.92310, best error:       828.28699 on epoch:    91, 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: 42.4659996033s, input_fired_time: 0.6517623663, output_fired_time: 0.0000000000, propagate_forward_time: 39.6293334961, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1849021912
best training[          , genome  7150] predictions:   49634/  50000 (99.27%), best:    9761/10000 (97.61%), error:      1574.12671, best error:       828.28699 on epoch:    91, 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: 7.7866992950s, input_fired_time: 0.1208508760, output_fired_time: 0.0000000000, propagate_forward_time: 7.2630701065, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4027781487
   testing[          , genome  7150] predictions:    9789/  10000 (97.89%), best:    9761/10000 (97.61%), error:       733.15039, best error:       828.28699 on epoch:    91, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
11:00:06 (45401): called boinc_finish(0)

</stderr_txt>
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