Nameexact_genome_1512568488_42_2766_0
Workunit2585043
Created7 Dec 2017, 1:21:40 UTC
Sent7 Dec 2017, 1:26:47 UTC
Report deadline9 Dec 2017, 21:39:30 UTC
Received7 Dec 2017, 2:58:56 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID52320
Run time1 hours 31 min 44 sec
CPU time1 hours 31 min 40 sec
Validate stateValid
Credit710.54
Device peak FLOPS2.93 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size152.96 MB
Peak swap size151.46 MB
Peak disk usage1.38 MB

Stderr output

<core_client_version>7.8.2</core_client_version>
<![CDATA[
<stderr_txt>
t_fired_time: 0.0541715398, output_fired_time: 0.0000000000, propagate_forward_time: 3.8172388077, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3657150269
validation[          , genome  2766] predictions:    9438/  10000 (94.38%), best:    9465/10000 (94.65%), error:      1828.06812, best error:      1803.38123 on epoch:    13, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 50.0421295166s, input_fired_time: 0.4346534312, output_fired_time: 0.4078192413, propagate_forward_time: 19.1306190491, propagate_backward_time: 28.0032539368, weight_update_time: 0.1041475460, other_time: 2.0657844543
epoch time: 4.2437462807s, input_fired_time: 0.0543047786, output_fired_time: 0.0000000000, propagate_forward_time: 3.8186774254, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3707642555
validation[          , genome  2766] predictions:    9384/  10000 (93.84%), best:    9465/10000 (94.65%), error:      2014.99487, best error:      1803.38123 on epoch:    13, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 49.8480224609s, input_fired_time: 0.4364300966, output_fired_time: 0.4096652567, propagate_forward_time: 19.0556468964, propagate_backward_time: 27.9075317383, weight_update_time: 0.1054768264, other_time: 2.0387477875
epoch time: 4.2257132530s, input_fired_time: 0.0540058129, output_fired_time: 0.0000000000, propagate_forward_time: 3.8023931980, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3693144321
validation[          , genome  2766] predictions:    9426/  10000 (94.26%), best:    9465/10000 (94.65%), error:      1851.43445, best error:      1803.38123 on epoch:    13, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 49.8127365112s, input_fired_time: 0.4343644977, output_fired_time: 0.4087683558, propagate_forward_time: 19.0754432678, propagate_backward_time: 27.8869991302, weight_update_time: 0.1045588404, other_time: 2.0071620941
epoch time: 4.2399334908s, input_fired_time: 0.0544952825, output_fired_time: 0.0000000000, propagate_forward_time: 3.8200762272, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3653619289
validation[          , genome  2766] predictions:    9445/  10000 (94.45%), best:    9465/10000 (94.65%), error:      1866.69446, best error:      1803.38123 on epoch:    13, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 49.7267990112s, input_fired_time: 0.4352288842, output_fired_time: 0.4065096378, propagate_forward_time: 19.0540370941, propagate_backward_time: 27.8248023987, weight_update_time: 0.1044162214, other_time: 2.0062198639
epoch time: 4.2225384712s, input_fired_time: 0.0535141416, output_fired_time: 0.0000000000, propagate_forward_time: 3.8021538258, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3668706417
validation[          , genome  2766] predictions:    9447/  10000 (94.47%), best:    9447/10000 (94.47%), error:      1784.38977, best error:      1784.38977 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 49.8251457214s, input_fired_time: 0.4321599901, output_fired_time: 0.4080631137, propagate_forward_time: 19.0940380096, propagate_backward_time: 27.8850765228, weight_update_time: 0.1042034477, other_time: 2.0058097839
epoch time: 4.2370052338s, input_fired_time: 0.0538366325, output_fired_time: 0.0000000000, propagate_forward_time: 3.8194551468, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3637132645
validation[          , genome  2766] predictions:    9383/  10000 (93.83%), best:    9447/10000 (94.47%), error:      2005.66455, best error:      1784.38977 on epoch:    18, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 49.9435501099s, input_fired_time: 0.4379410446, output_fired_time: 0.4081924260, propagate_forward_time: 19.0682544708, propagate_backward_time: 27.9686660767, weight_update_time: 0.1052000895, other_time: 2.0604953766
epoch time: 4.2453255653s, input_fired_time: 0.0549447089, output_fired_time: 0.0000000000, propagate_forward_time: 3.8178803921, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3725006580
validation[          , genome  2766] predictions:    9436/  10000 (94.36%), best:    9447/10000 (94.47%), error:      1902.23987, best error:      1784.38977 on epoch:    18, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 49.7906570435s, input_fired_time: 0.4360142946, output_fired_time: 0.4094451070, propagate_forward_time: 19.0440368652, propagate_backward_time: 27.8473739624, weight_update_time: 0.1058924273, other_time: 2.0537834167
epoch time: 4.2340760231s, input_fired_time: 0.0545572788, output_fired_time: 0.0000000000, propagate_forward_time: 3.8101584911, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3693602085
validation[          , genome  2766] predictions:    9449/  10000 (94.49%), best:    9447/10000 (94.47%), error:      1791.71948, best error:      1784.38977 on epoch:    18, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 49.7885665894s, input_fired_time: 0.4389511943, output_fired_time: 0.4050628841, propagate_forward_time: 19.0211048126, propagate_backward_time: 27.8733749390, weight_update_time: 0.1047276333, other_time: 2.0500736237
epoch time: 4.2328653336s, input_fired_time: 0.0541002005, output_fired_time: 0.0000000000, propagate_forward_time: 3.8078784943, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3708868027
validation[          , genome  2766] predictions:    9368/  10000 (93.68%), best:    9447/10000 (94.47%), error:      2036.40955, best error:      1784.38977 on epoch:    18, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 49.8852691650s, input_fired_time: 0.4369304478, output_fired_time: 0.4085383415, propagate_forward_time: 19.0768451691, propagate_backward_time: 27.9200000763, weight_update_time: 0.1044179797, other_time: 2.0429534912
epoch time: 4.2337117195s, input_fired_time: 0.0549399815, output_fired_time: 0.0000000000, propagate_forward_time: 3.8070919514, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3716800213
validation[          , genome  2766] predictions:    9432/  10000 (94.32%), best:    9447/10000 (94.47%), error:      1842.39392, best error:      1784.38977 on epoch:    18, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 49.9300727844s, input_fired_time: 0.4371358454, output_fired_time: 0.4069285691, propagate_forward_time: 19.1119670868, propagate_backward_time: 27.9256191254, weight_update_time: 0.1043141782, other_time: 2.0484199524
epoch time: 4.2446823120s, input_fired_time: 0.0549865142, output_fired_time: 0.0000000000, propagate_forward_time: 3.8172976971, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3723981380
validation[          , genome  2766] predictions:    9453/  10000 (94.53%), best:    9447/10000 (94.47%), error:      1801.67603, best error:      1784.38977 on epoch:    18, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 49.7799530029s, input_fired_time: 0.4459868073, output_fired_time: 0.4078888595, propagate_forward_time: 18.9877872467, propagate_backward_time: 27.8774871826, weight_update_time: 0.1050983816, other_time: 2.0608005524
epoch time: 4.2327237129s, input_fired_time: 0.0543820970, output_fired_time: 0.0000000000, propagate_forward_time: 3.8087830544, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3695583344
validation[          , genome  2766] predictions:    9460/  10000 (94.60%), best:    9447/10000 (94.47%), error:      1810.03894, best error:      1784.38977 on epoch:    18, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 49.8722953796s, input_fired_time: 0.4358740449, output_fired_time: 0.4059545994, propagate_forward_time: 19.1378726959, propagate_backward_time: 27.8943977356, weight_update_time: 0.1057083383, other_time: 1.9981937408
epoch time: 4.2401423454s, input_fired_time: 0.0540993214, output_fired_time: 0.0000000000, propagate_forward_time: 3.8203115463, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3657312393
validation[          , genome  2766] predictions:    9456/  10000 (94.56%), best:    9456/10000 (94.56%), error:      1756.56226, best error:      1756.56226 on epoch:    26, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 49.7633972168s, input_fired_time: 0.4372792840, output_fired_time: 0.4059278965, propagate_forward_time: 19.0392360687, propagate_backward_time: 27.8424434662, weight_update_time: 0.1056246832, other_time: 2.0385093689
epoch time: 4.2306456566s, input_fired_time: 0.0539006963, output_fired_time: 0.0000000000, propagate_forward_time: 3.8039910793, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3727538586
validation[          , genome  2766] predictions:    9394/  10000 (93.94%), best:    9456/10000 (94.56%), error:      1973.25305, best error:      1756.56226 on epoch:    26, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 49.9768333435s, input_fired_time: 0.4348479211, output_fired_time: 0.4127106369, propagate_forward_time: 19.1232662201, propagate_backward_time: 27.9908370972, weight_update_time: 0.1059312671, other_time: 2.0151691437
epoch time: 4.2386746407s, input_fired_time: 0.0536896661, output_fired_time: 0.0000000000, propagate_forward_time: 3.8182694912, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3667156696
validation[          , genome  2766] predictions:    9382/  10000 (93.82%), best:    9456/10000 (94.56%), error:      1974.52173, best error:      1756.56226 on epoch:    26, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 49.7712745667s, input_fired_time: 0.4366007745, output_fired_time: 0.4062329531, propagate_forward_time: 19.0422744751, propagate_backward_time: 27.8335361481, weight_update_time: 0.1064516380, other_time: 2.0526294708
epoch time: 4.2160048485s, input_fired_time: 0.0546627380, output_fired_time: 0.0000000000, propagate_forward_time: 3.7902674675, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3710746765
validation[          , genome  2766] predictions:    9244/  10000 (92.44%), best:    9456/10000 (94.56%), error:      2539.72290, best error:      1756.56226 on epoch:    26, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 49.8606414795s, input_fired_time: 0.4381146133, output_fired_time: 0.4105333090, propagate_forward_time: 19.0943679810, propagate_backward_time: 27.9048423767, weight_update_time: 0.1051628366, other_time: 2.0127830505
epoch time: 4.2445402145s, input_fired_time: 0.0548601113, output_fired_time: 0.0000000000, propagate_forward_time: 3.8252656460, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3644144535
validation[          , genome  2766] predictions:    9446/  10000 (94.46%), best:    9456/10000 (94.56%), error:      1849.66785, best error:      1756.56226 on epoch:    26, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 49.8482513428s, input_fired_time: 0.4403564036, output_fired_time: 0.4069384038, propagate_forward_time: 19.0662536621, propagate_backward_time: 27.8909721375, weight_update_time: 0.1046776623, other_time: 2.0437316895
epoch time: 4.2157015800s, input_fired_time: 0.0563324951, output_fired_time: 0.0000000000, propagate_forward_time: 3.7884962559, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3708727360
validation[          , genome  2766] predictions:    9444/  10000 (94.44%), best:    9456/10000 (94.56%), error:      1764.78931, best error:      1756.56226 on epoch:    26, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 49.6975479126s, input_fired_time: 0.4390642941, output_fired_time: 0.4067443013, propagate_forward_time: 19.0523700714, propagate_backward_time: 27.7993717194, weight_update_time: 0.1041988283, other_time: 1.9999961853
epoch time: 4.2286338806s, input_fired_time: 0.0551206656, output_fired_time: 0.0000000000, propagate_forward_time: 3.8094589710, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3640544415
validation[          , genome  2766] predictions:    9496/  10000 (94.96%), best:    9496/10000 (94.96%), error:      1709.17249, best error:      1709.17249 on epoch:    32, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 50.0686378479s, input_fired_time: 0.4443851709, output_fired_time: 0.4124172330, propagate_forward_time: 19.1383094788, propagate_backward_time: 28.0251216888, weight_update_time: 0.1065536216, other_time: 2.0484027863
epoch time: 4.2546157837s, input_fired_time: 0.0551979616, output_fired_time: 0.0000000000, propagate_forward_time: 3.8277790546, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3716385365
validation[          , genome  2766] predictions:    9427/  10000 (94.27%), best:    9496/10000 (94.96%), error:      1863.12366, best error:      1709.17249 on epoch:    32, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 49.9793434143s, input_fired_time: 0.4408355057, output_fired_time: 0.4093292058, propagate_forward_time: 19.1379356384, propagate_backward_time: 27.9478778839, weight_update_time: 0.1060368568, other_time: 2.0433673859
epoch time: 4.2566666603s, input_fired_time: 0.0553188249, output_fired_time: 0.0000000000, propagate_forward_time: 3.8297579288, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3715898991
validation[          , genome  2766] predictions:    9345/  10000 (93.45%), best:    9496/10000 (94.96%), error:      2222.56421, best error:      1709.17249 on epoch:    32, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 49.8522567749s, input_fired_time: 0.4423384964, output_fired_time: 0.4059268534, propagate_forward_time: 19.0662097931, propagate_backward_time: 27.8789768219, weight_update_time: 0.1051367968, other_time: 2.0588073730
epoch time: 4.2373061180s, input_fired_time: 0.0555521026, output_fired_time: 0.0000000000, propagate_forward_time: 3.8084371090, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3733170033
validation[          , genome  2766] predictions:    9387/  10000 (93.87%), best:    9496/10000 (94.96%), error:      2019.91455, best error:      1709.17249 on epoch:    32, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 49.9700126648s, input_fired_time: 0.4387353957, output_fired_time: 0.4076465666, propagate_forward_time: 19.1299114227, propagate_backward_time: 27.9744529724, weight_update_time: 0.1052119508, other_time: 2.0192661285
epoch time: 4.2359051704s, input_fired_time: 0.0550642759, output_fired_time: 0.0000000000, propagate_forward_time: 3.8183770180, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3624639511
validation[          , genome  2766] predictions:    9440/  10000 (94.40%), best:    9496/10000 (94.96%), error:      1817.21289, best error:      1709.17249 on epoch:    32, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 49.8736190796s, input_fired_time: 0.4416011572, output_fired_time: 0.4069977701, propagate_forward_time: 19.0950069427, propagate_backward_time: 27.9145469666, weight_update_time: 0.1065894738, other_time: 2.0154666901
epoch time: 4.2395029068s, input_fired_time: 0.0558707453, output_fired_time: 0.0000000000, propagate_forward_time: 3.8183569908, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3652753830
validation[          , genome  2766] predictions:    9402/  10000 (94.02%), best:    9496/10000 (94.96%), error:      1910.13049, best error:      1709.17249 on epoch:    32, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 49.7494125366s, input_fired_time: 0.4374013841, output_fired_time: 0.4062232375, propagate_forward_time: 19.0405960083, propagate_backward_time: 27.8638706207, weight_update_time: 0.1036691591, other_time: 2.0013217926
epoch time: 4.2409391403s, input_fired_time: 0.0543342605, output_fired_time: 0.0000000000, propagate_forward_time: 3.8219571114, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3646478653
validation[          , genome  2766] predictions:    9471/  10000 (94.71%), best:    9496/10000 (94.96%), error:      1718.26770, best error:      1709.17249 on epoch:    32, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 50.1110801697s, input_fired_time: 0.4405324459, output_fired_time: 0.4097265303, propagate_forward_time: 19.1861858368, propagate_backward_time: 28.0627689362, weight_update_time: 0.1064229161, other_time: 2.0118675232
epoch time: 4.2553114891s, input_fired_time: 0.0560121015, output_fired_time: 0.0000000000, propagate_forward_time: 3.8337533474, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3655459881
validation[          , genome  2766] predictions:    9491/  10000 (94.91%), best:    9491/10000 (94.91%), error:      1628.79053, best error:      1628.79053 on epoch:    39, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 49.9262161255s, input_fired_time: 0.4402203858, output_fired_time: 0.4050657451, propagate_forward_time: 19.1355800629, propagate_backward_time: 27.9418392181, weight_update_time: 0.1034055576, other_time: 2.0035095215
epoch time: 4.2510991096s, input_fired_time: 0.0560774803, output_fired_time: 0.0000000000, propagate_forward_time: 3.8287289143, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3662927151
validation[          , genome  2766] predictions:    9486/  10000 (94.86%), best:    9491/10000 (94.91%), error:      1665.95166, best error:      1628.79053 on epoch:    39, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 49.7765808105s, input_fired_time: 0.4424074590, output_fired_time: 0.4092190564, propagate_forward_time: 19.0186710358, propagate_backward_time: 27.8511199951, weight_update_time: 0.1052064300, other_time: 2.0551662445
epoch time: 4.2310905457s, input_fired_time: 0.0562872402, output_fired_time: 0.0000000000, propagate_forward_time: 3.8027927876, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3720104694
validation[          , genome  2766] predictions:    9462/  10000 (94.62%), best:    9491/10000 (94.91%), error:      1758.08276, best error:      1628.79053 on epoch:    39, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 49.9075546265s, input_fired_time: 0.4404391348, output_fired_time: 0.4081630707, propagate_forward_time: 19.1053390503, propagate_backward_time: 27.9311561584, weight_update_time: 0.1045512110, other_time: 2.0224571228
epoch time: 4.2403526306s, input_fired_time: 0.0562086180, output_fired_time: 0.0000000000, propagate_forward_time: 3.8176789284, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3664650917
validation[          , genome  2766] predictions:    9440/  10000 (94.40%), best:    9491/10000 (94.91%), error:      1819.54590, best error:      1628.79053 on epoch:    39, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 49.7571487427s, input_fired_time: 0.4392264187, output_fired_time: 0.4074066579, propagate_forward_time: 19.0769596100, propagate_backward_time: 27.8348484039, weight_update_time: 0.1038280874, other_time: 1.9987068176
epoch time: 4.2225966454s, input_fired_time: 0.0554213785, output_fired_time: 0.0000000000, propagate_forward_time: 3.8028378487, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3643374443
validation[          , genome  2766] predictions:    9394/  10000 (93.94%), best:    9491/10000 (94.91%), error:      1978.27576, best error:      1628.79053 on epoch:    39, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 49.9143524170s, input_fired_time: 0.4416464567, output_fired_time: 0.4089455307, propagate_forward_time: 19.1254940033, propagate_backward_time: 27.9314727783, weight_update_time: 0.1046045646, other_time: 2.0067920685
epoch time: 4.2451677322s, input_fired_time: 0.0556785241, output_fired_time: 0.0000000000, propagate_forward_time: 3.8248853683, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3646039963
validation[          , genome  2766] predictions:    9406/  10000 (94.06%), best:    9491/10000 (94.91%), error:      1874.95618, best error:      1628.79053 on epoch:    39, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 49.8165931702s, input_fired_time: 0.4390816987, output_fired_time: 0.4080795348, propagate_forward_time: 19.0943222046, propagate_backward_time: 27.8795757294, weight_update_time: 0.1046460718, other_time: 1.9955310822
epoch time: 4.2363214493s, input_fired_time: 0.0552376695, output_fired_time: 0.0000000000, propagate_forward_time: 3.8163232803, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3647603989
validation[          , genome  2766] predictions:    9459/  10000 (94.59%), best:    9491/10000 (94.91%), error:      1777.47021, best error:      1628.79053 on epoch:    39, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 49.8115348816s, input_fired_time: 0.4405745566, output_fired_time: 0.4094818830, propagate_forward_time: 19.0863075256, propagate_backward_time: 27.8769207001, weight_update_time: 0.1044157967, other_time: 1.9982509613
epoch time: 4.2191929817s, input_fired_time: 0.0560736321, output_fired_time: 0.0000000000, propagate_forward_time: 3.7990622520, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3640570641
validation[          , genome  2766] predictions:    9507/  10000 (95.07%), best:    9507/10000 (95.07%), error:      1587.34106, best error:      1587.34106 on epoch:    46, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 50.0622711182s, input_fired_time: 0.4422171712, output_fired_time: 0.4121081829, propagate_forward_time: 19.1485500336, propagate_backward_time: 28.0322837830, weight_update_time: 0.1047813892, other_time: 2.0271091461
epoch time: 4.2571277618s, input_fired_time: 0.0552774332, output_fired_time: 0.0000000000, propagate_forward_time: 3.8350608349, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3667895794
validation[          , genome  2766] predictions:    9451/  10000 (94.51%), best:    9507/10000 (95.07%), error:      1799.80042, best error:      1587.34106 on epoch:    46, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 50.0193824768s, input_fired_time: 0.4459339082, output_fired_time: 0.4104602337, propagate_forward_time: 19.1290302277, propagate_backward_time: 27.9760379791, weight_update_time: 0.1056925580, other_time: 2.0579185486
epoch time: 4.2482585907s, input_fired_time: 0.0556473583, output_fired_time: 0.0000000000, propagate_forward_time: 3.8209989071, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3716123104
validation[          , genome  2766] predictions:    9424/  10000 (94.24%), best:    9507/10000 (95.07%), error:      1877.60254, best error:      1587.34106 on epoch:    46, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 49.8814353943s, input_fired_time: 0.4410323203, output_fired_time: 0.4057319164, propagate_forward_time: 19.0790767670, propagate_backward_time: 27.9423236847, weight_update_time: 0.1039151400, other_time: 2.0132713318
epoch time: 4.2252826691s, input_fired_time: 0.0559403785, output_fired_time: 0.0000000000, propagate_forward_time: 3.8036549091, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3656876087
validation[          , genome  2766] predictions:    9481/  10000 (94.81%), best:    9507/10000 (95.07%), error:      1682.27258, best error:      1587.34106 on epoch:    46, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 49.8772392273s, input_fired_time: 0.4448319376, output_fired_time: 0.4038045406, propagate_forward_time: 19.0587558746, propagate_backward_time: 27.9185161591, weight_update_time: 0.1057318226, other_time: 2.0513305664
epoch time: 4.2181940079s, input_fired_time: 0.0554354787, output_fired_time: 0.0000000000, propagate_forward_time: 3.7928161621, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3699421883
validation[          , genome  2766] predictions:    9504/  10000 (95.04%), best:    9507/10000 (95.07%), error:      1631.19690, best error:      1587.34106 on epoch:    46, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 49.8194122314s, input_fired_time: 0.4402695596, output_fired_time: 0.4067452550, propagate_forward_time: 19.0703430176, propagate_backward_time: 27.9003791809, weight_update_time: 0.1037614644, other_time: 2.0016746521
epoch time: 4.2429075241s, input_fired_time: 0.0556998812, output_fired_time: 0.0000000000, propagate_forward_time: 3.8225829601, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3646247387
validation[          , genome  2766] predictions:    9509/  10000 (95.09%), best:    9507/10000 (95.07%), error:      1628.06262, best error:      1587.34106 on epoch:    46, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 50.0127601624s, input_fired_time: 0.4477554858, output_fired_time: 0.4057575166, propagate_forward_time: 19.1634941101, propagate_backward_time: 27.9660377502, weight_update_time: 0.1051646173, other_time: 2.0297164917
epoch time: 4.2399387360s, input_fired_time: 0.0565020666, output_fired_time: 0.0000000000, propagate_forward_time: 3.8114061356, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3720307350
validation[          , genome  2766] predictions:    9446/  10000 (94.46%), best:    9507/10000 (95.07%), error:      1832.11218, best error:      1587.34106 on epoch:    46, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 49.9909896851s, input_fired_time: 0.4472692907, output_fired_time: 0.4078250229, propagate_forward_time: 19.1097373962, propagate_backward_time: 27.9617824554, weight_update_time: 0.1047400013, other_time: 2.0643749237
epoch time: 4.2483091354s, input_fired_time: 0.0562598966, output_fired_time: 0.0000000000, propagate_forward_time: 3.8200149536, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3720340729
validation[          , genome  2766] predictions:    9481/  10000 (94.81%), best:    9507/10000 (95.07%), error:      1761.00586, best error:      1587.34106 on epoch:    46, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 49.7595100403s, input_fired_time: 0.4421767890, output_fired_time: 0.4067545533, propagate_forward_time: 19.0270500183, propagate_backward_time: 27.8682231903, weight_update_time: 0.1039604470, other_time: 2.0153064728
epoch time: 4.2344546318s, input_fired_time: 0.0548622608, output_fired_time: 0.0000000000, propagate_forward_time: 3.8150160313, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3645761013
validation[          , genome  2766] predictions:    9504/  10000 (95.04%), best:    9507/10000 (95.07%), error:      1626.50818, best error:      1587.34106 on epoch:    46, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 49.8287353516s, input_fired_time: 0.4430119097, output_fired_time: 0.4052025676, propagate_forward_time: 19.0143852234, propagate_backward_time: 27.9417610168, weight_update_time: 0.1038194969, other_time: 2.0243759155
epoch time: 4.2531447411s, input_fired_time: 0.0562718622, output_fired_time: 0.0000000000, propagate_forward_time: 3.8268501759, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3700225353
validation[          , genome  2766] predictions:    9533/  10000 (95.33%), best:    9533/10000 (95.33%), error:      1580.01965, best error:      1580.01965 on epoch:    55, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 49.8066101074s, input_fired_time: 0.4450882375, output_fired_time: 0.4053078294, propagate_forward_time: 19.0326194763, propagate_backward_time: 27.8742256165, weight_update_time: 0.1054938585, other_time: 2.0493698120
epoch time: 4.2329063416s, input_fired_time: 0.0552167483, output_fired_time: 0.0000000000, propagate_forward_time: 3.8087403774, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3689491749
validation[          , genome  2766] predictions:    9410/  10000 (94.10%), best:    9533/10000 (95.33%), error:      1987.01282, best error:      1580.01965 on epoch:    55, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 49.8078002930s, input_fired_time: 0.4436909556, output_fired_time: 0.4076948166, propagate_forward_time: 19.0415077209, propagate_backward_time: 27.8784770966, weight_update_time: 0.1051176265, other_time: 2.0364284515
epoch time: 4.2233443260s, input_fired_time: 0.0564302988, output_fired_time: 0.0000000000, propagate_forward_time: 3.7981505394, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3687634468
validation[          , genome  2766] predictions:    9502/  10000 (95.02%), best:    9533/10000 (95.33%), error:      1603.59912, best error:      1580.01965 on epoch:    55, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 49.8638916016s, input_fired_time: 0.4463215470, output_fired_time: 0.4084795713, propagate_forward_time: 19.0454673767, propagate_backward_time: 27.9166793823, weight_update_time: 0.1061581820, other_time: 2.0469436646
epoch time: 4.2344193459s, input_fired_time: 0.0563248210, output_fired_time: 0.0000000000, propagate_forward_time: 3.8090653419, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3690290451
validation[          , genome  2766] predictions:    9490/  10000 (94.90%), best:    9533/10000 (95.33%), error:      1642.71509, best error:      1580.01965 on epoch:    55, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 49.8538055420s, input_fired_time: 0.4461344182, output_fired_time: 0.4064858854, propagate_forward_time: 19.0415134430, propagate_backward_time: 27.9087009430, weight_update_time: 0.1059399247, other_time: 2.0509719849
epoch time: 4.2311100960s, input_fired_time: 0.0562957563, output_fired_time: 0.0000000000, propagate_forward_time: 3.8059883118, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3688259125
validation[          , genome  2766] predictions:    9485/  10000 (94.85%), best:    9533/10000 (95.33%), error:      1674.34033, best error:      1580.01965 on epoch:    55, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 49.9870567322s, input_fired_time: 0.4505538344, output_fired_time: 0.4080675840, propagate_forward_time: 19.0974826813, propagate_backward_time: 27.9699249268, weight_update_time: 0.1047250330, other_time: 2.0610294342
epoch time: 4.2405819893s, input_fired_time: 0.0564525202, output_fired_time: 0.0000000000, propagate_forward_time: 3.8132498264, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3708794117
validation[          , genome  2766] predictions:    9522/  10000 (95.22%), best:    9522/10000 (95.22%), error:      1568.07446, best error:      1568.07446 on epoch:    60, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 49.9684028625s, input_fired_time: 0.4458272755, output_fired_time: 0.4105739295, propagate_forward_time: 19.1505661011, propagate_backward_time: 27.9682350159, weight_update_time: 0.1047105789, other_time: 1.9932022095
epoch time: 4.2384705544s, input_fired_time: 0.0565631986, output_fired_time: 0.0000000000, propagate_forward_time: 3.8174798489, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3644273281
validation[          , genome  2766] predictions:    9437/  10000 (94.37%), best:    9522/10000 (95.22%), error:      1841.68298, best error:      1568.07446 on epoch:    60, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 49.8047409058s, input_fired_time: 0.4442250431, output_fired_time: 0.4083546400, propagate_forward_time: 19.0855770111, propagate_backward_time: 27.8666400909, weight_update_time: 0.1043709591, other_time: 1.9999427795
epoch time: 4.2397031784s, input_fired_time: 0.0560694002, output_fired_time: 0.0000000000, propagate_forward_time: 3.8194112778, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3642225266
validation[          , genome  2766] predictions:    9504/  10000 (95.04%), best:    9522/10000 (95.22%), error:      1581.68091, best error:      1568.07446 on epoch:    60, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 49.8249588013s, input_fired_time: 0.4480492771, output_fired_time: 0.4105500877, propagate_forward_time: 19.0743293762, propagate_backward_time: 27.8312168121, weight_update_time: 0.1051509604, other_time: 2.0608158112
epoch time: 4.2337760925s, input_fired_time: 0.0558058061, output_fired_time: 0.0000000000, propagate_forward_time: 3.8070333004, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3709371090
validation[          , genome  2766] predictions:    9480/  10000 (94.80%), best:    9522/10000 (95.22%), error:      1649.53491, best error:      1568.07446 on epoch:    60, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 49.9771728516s, input_fired_time: 0.4464855790, output_fired_time: 0.4066402912, propagate_forward_time: 19.1124382019, propagate_backward_time: 27.9549903870, weight_update_time: 0.1046289131, other_time: 2.0566177368
epoch time: 4.2098832130s, input_fired_time: 0.0563517362, output_fired_time: 0.0000000000, propagate_forward_time: 3.7844281197, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3691034317
validation[          , genome  2766] predictions:    9503/  10000 (95.03%), best:    9522/10000 (95.22%), error:      1610.85706, best error:      1568.07446 on epoch:    60, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 49.8544044495s, input_fired_time: 0.4430848658, output_fired_time: 0.4084207118, propagate_forward_time: 19.0935382843, propagate_backward_time: 27.9070453644, weight_update_time: 0.1044841036, other_time: 2.0023155212
epoch time: 4.2274866104s, input_fired_time: 0.0557840504, output_fired_time: 0.0000000000, propagate_forward_time: 3.8090364933, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3626658916
validation[          , genome  2766] predictions:    9514/  10000 (95.14%), best:    9522/10000 (95.22%), error:      1606.83838, best error:      1568.07446 on epoch:    60, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 49.7559967041s, input_fired_time: 0.4437006116, output_fired_time: 0.4048342109, propagate_forward_time: 19.0148983002, propagate_backward_time: 27.8515262604, weight_update_time: 0.1049783528, other_time: 2.0410385132
epoch time: 4.2241358757s, input_fired_time: 0.0564380214, output_fired_time: 0.0000000000, propagate_forward_time: 3.7991704941, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3685274124
validation[          , genome  2766] predictions:    9472/  10000 (94.72%), best:    9522/10000 (95.22%), error:      1737.83179, best error:      1568.07446 on epoch:    60, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 49.8068962097s, input_fired_time: 0.4426227212, output_fired_time: 0.4081678391, propagate_forward_time: 19.0769481659, propagate_backward_time: 27.8791484833, weight_update_time: 0.1038762257, other_time: 2.0000076294
epoch time: 4.2315950394s, input_fired_time: 0.0570770316, output_fired_time: 0.0000000000, propagate_forward_time: 3.8091843128, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3653337955
validation[          , genome  2766] predictions:    9352/  10000 (93.52%), best:    9522/10000 (95.22%), error:      2118.59253, best error:      1568.07446 on epoch:    60, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 49.6172523499s, input_fired_time: 0.4457835853, output_fired_time: 0.4015112817, propagate_forward_time: 18.9721679688, propagate_backward_time: 27.8023166656, weight_update_time: 0.1032099947, other_time: 1.9954738617
epoch time: 4.2075033188s, input_fired_time: 0.0562393889, output_fired_time: 0.0000000000, propagate_forward_time: 3.7893526554, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3619110584
validation[          , genome  2766] predictions:    9485/  10000 (94.85%), best:    9522/10000 (95.22%), error:      1698.55676, best error:      1568.07446 on epoch:    60, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 49.7094650269s, input_fired_time: 0.4428565502, output_fired_time: 0.4067955017, propagate_forward_time: 19.0364971161, propagate_backward_time: 27.8228263855, weight_update_time: 0.1036307141, other_time: 2.0004901886
epoch time: 4.2353258133s, input_fired_time: 0.0566579849, output_fired_time: 0.0000000000, propagate_forward_time: 3.8153247833, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3633432388
validation[          , genome  2766] predictions:    9527/  10000 (95.27%), best:    9527/10000 (95.27%), error:      1555.76013, best error:      1555.76013 on epoch:    69, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 49.9248809814s, input_fired_time: 0.4499799907, output_fired_time: 0.4088518620, propagate_forward_time: 19.0885581970, propagate_backward_time: 27.9247417450, weight_update_time: 0.1054400727, other_time: 2.0527477264
epoch time: 4.2397108078s, input_fired_time: 0.0567451343, output_fired_time: 0.0000000000, propagate_forward_time: 3.8106451035, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3723206520
validation[          , genome  2766] predictions:    9504/  10000 (95.04%), best:    9527/10000 (95.27%), error:      1658.80688, best error:      1555.76013 on epoch:    69, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 49.8436813354s, input_fired_time: 0.4438081086, output_fired_time: 0.4108747244, propagate_forward_time: 19.0789871216, propagate_backward_time: 27.9052791595, weight_update_time: 0.1048185676, other_time: 2.0047321320
epoch time: 4.2340574265s, input_fired_time: 0.0561043881, output_fired_time: 0.0000000000, propagate_forward_time: 3.8142945766, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3636586666
validation[          , genome  2766] predictions:    9494/  10000 (94.94%), best:    9527/10000 (95.27%), error:      1626.75195, best error:      1555.76013 on epoch:    69, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 49.8353919983s, input_fired_time: 0.4452920854, output_fired_time: 0.4101899266, propagate_forward_time: 19.0799255371, propagate_backward_time: 27.8981990814, weight_update_time: 0.1046050936, other_time: 2.0017833710
epoch time: 4.2382402420s, input_fired_time: 0.0561406724, output_fired_time: 0.0000000000, propagate_forward_time: 3.8186106682, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3634886742
validation[          , genome  2766] predictions:    9514/  10000 (95.14%), best:    9527/10000 (95.27%), error:      1672.34668, best error:      1555.76013 on epoch:    69, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 49.9499740601s, input_fired_time: 0.4456106722, output_fired_time: 0.4094132185, propagate_forward_time: 19.1276016235, propagate_backward_time: 27.9673690796, weight_update_time: 0.1040595323, other_time: 1.9999809265
epoch time: 4.2452259064s, input_fired_time: 0.0573422648, output_fired_time: 0.0000000000, propagate_forward_time: 3.8255748749, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3623089790
validation[          , genome  2766] predictions:    9500/  10000 (95.00%), best:    9527/10000 (95.27%), error:      1646.43518, best error:      1555.76013 on epoch:    69, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 49.7597084045s, input_fired_time: 0.4505611956, output_fired_time: 0.4015259743, propagate_forward_time: 18.9830570221, propagate_backward_time: 27.8718528748, weight_update_time: 0.1046819240, other_time: 2.0527095795
epoch time: 4.2266058922s, input_fired_time: 0.0568322614, output_fired_time: 0.0000000000, propagate_forward_time: 3.7988920212, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3708815575
validation[          , genome  2766] predictions:    9438/  10000 (94.38%), best:    9527/10000 (95.27%), error:      1857.80518, best error:      1555.76013 on epoch:    69, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 49.7288589478s, input_fired_time: 0.4489807189, output_fired_time: 0.4077613950, propagate_forward_time: 19.0383548737, propagate_backward_time: 27.7871131897, weight_update_time: 0.1048984900, other_time: 2.0466480255
epoch time: 4.2170968056s, input_fired_time: 0.0564508364, output_fired_time: 0.0000000000, propagate_forward_time: 3.7898285389, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3708174229
validation[          , genome  2766] predictions:    9481/  10000 (94.81%), best:    9527/10000 (95.27%), error:      1676.70923, best error:      1555.76013 on epoch:    69, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 49.9589500427s, input_fired_time: 0.4449923337, output_fired_time: 0.4091756344, propagate_forward_time: 19.1572799683, propagate_backward_time: 27.9413967133, weight_update_time: 0.1062998995, other_time: 2.0061054230
epoch time: 4.2525987625s, input_fired_time: 0.0566302314, output_fired_time: 0.0000000000, propagate_forward_time: 3.8310461044, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3649225235
validation[          , genome  2766] predictions:    9486/  10000 (94.86%), best:    9527/10000 (95.27%), error:      1692.85754, best error:      1555.76013 on epoch:    69, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 49.9519729614s, input_fired_time: 0.4504336417, output_fired_time: 0.4094987214, propagate_forward_time: 19.1101684570, propagate_backward_time: 27.9261302948, weight_update_time: 0.1060432866, other_time: 2.0557422638
epoch time: 4.2419090271s, input_fired_time: 0.0565059148, output_fired_time: 0.0000000000, propagate_forward_time: 3.8144984245, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3709049225
validation[          , genome  2766] predictions:    9482/  10000 (94.82%), best:    9527/10000 (95.27%), error:      1705.79492, best error:      1555.76013 on epoch:    69, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 49.7006492615s, input_fired_time: 0.4448092282, output_fired_time: 0.4068307281, propagate_forward_time: 18.9878368378, propagate_backward_time: 27.8635578156, weight_update_time: 0.1036973521, other_time: 1.9976158142
epoch time: 4.2372121811s, input_fired_time: 0.0565960668, output_fired_time: 0.0000000000, propagate_forward_time: 3.8166601658, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3639557362
validation[          , genome  2766] predictions:    9510/  10000 (95.10%), best:    9527/10000 (95.27%), error:      1588.96289, best error:      1555.76013 on epoch:    69, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 50.0693016052s, input_fired_time: 0.4478656352, output_fired_time: 0.4091001451, propagate_forward_time: 19.1783351898, propagate_backward_time: 28.0299816132, weight_update_time: 0.1048904136, other_time: 2.0040206909
epoch time: 4.2567143440s, input_fired_time: 0.0570701957, output_fired_time: 0.0000000000, propagate_forward_time: 3.8345160484, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3651280403
validation[          , genome  2766] predictions:    9473/  10000 (94.73%), best:    9527/10000 (95.27%), error:      1724.44385, best error:      1555.76013 on epoch:    69, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 49.7300376892s, input_fired_time: 0.4473841786, output_fired_time: 0.4107971489, propagate_forward_time: 19.0280971527, propagate_backward_time: 27.7994346619, weight_update_time: 0.1038344726, other_time: 2.0443248749
epoch time: 4.2539925575s, input_fired_time: 0.0564760119, output_fired_time: 0.0000000000, propagate_forward_time: 3.8332226276, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3642938137
validation[          , genome  2766] predictions:    9474/  10000 (94.74%), best:    9527/10000 (95.27%), error:      1645.50891, best error:      1555.76013 on epoch:    69, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 49.9368476868s, input_fired_time: 0.4515907168, output_fired_time: 0.4065113664, propagate_forward_time: 19.1152515411, propagate_backward_time: 27.9077148438, weight_update_time: 0.1045306474, other_time: 2.0557765961
epoch time: 4.2247915268s, input_fired_time: 0.0568185821, output_fired_time: 0.0000000000, propagate_forward_time: 3.7974350452, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3705379963
validation[          , genome  2766] predictions:    9504/  10000 (95.04%), best:    9527/10000 (95.27%), error:      1574.18347, best error:      1555.76013 on epoch:    69, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 49.7892112732s, input_fired_time: 0.4503476918, output_fired_time: 0.4070974886, propagate_forward_time: 19.0298347473, propagate_backward_time: 27.8460102081, weight_update_time: 0.1061141714, other_time: 2.0559215546
epoch time: 4.2272253036s, input_fired_time: 0.0572564565, output_fired_time: 0.0000000000, propagate_forward_time: 3.7985510826, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3714179993
validation[          , genome  2766] predictions:    9493/  10000 (94.93%), best:    9527/10000 (95.27%), error:      1617.64832, best error:      1555.76013 on epoch:    69, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 49.9179573059s, input_fired_time: 0.4471893311, output_fired_time: 0.4109705091, propagate_forward_time: 19.1065063477, propagate_backward_time: 27.9439487457, weight_update_time: 0.1042043716, other_time: 2.0093441010
epoch time: 4.2417783737s, input_fired_time: 0.0565494932, output_fired_time: 0.0000000000, propagate_forward_time: 3.8200969696, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3651318550
validation[          , genome  2766] predictions:    9481/  10000 (94.81%), best:    9527/10000 (95.27%), error:      1666.84631, best error:      1555.76013 on epoch:    69, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 49.8809738159s, input_fired_time: 0.4496930540, output_fired_time: 0.4073004425, propagate_forward_time: 19.0728397369, propagate_backward_time: 27.8948020935, weight_update_time: 0.1057621688, other_time: 2.0563411713
epoch time: 4.2413506508s, input_fired_time: 0.0569586940, output_fired_time: 0.0000000000, propagate_forward_time: 3.8140904903, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3703014851
validation[          , genome  2766] predictions:    9479/  10000 (94.79%), best:    9527/10000 (95.27%), error:      1657.20581, best error:      1555.76013 on epoch:    69, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 49.9078750610s, input_fired_time: 0.4494858086, output_fired_time: 0.4085331559, propagate_forward_time: 19.1194286346, propagate_backward_time: 27.9304409027, weight_update_time: 0.1047493145, other_time: 1.9999847412
epoch time: 4.2366781235s, input_fired_time: 0.0575033203, output_fired_time: 0.0000000000, propagate_forward_time: 3.8149464130, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3642284870
validation[          , genome  2766] predictions:    9501/  10000 (95.01%), best:    9527/10000 (95.27%), error:      1608.60168, best error:      1555.76013 on epoch:    69, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 49.8927955627s, input_fired_time: 0.4488081634, output_fired_time: 0.4081209600, propagate_forward_time: 19.1043148041, propagate_backward_time: 27.9296932220, weight_update_time: 0.1040159538, other_time: 2.0018615723
epoch time: 4.2453298569s, input_fired_time: 0.0565977842, output_fired_time: 0.0000000000, propagate_forward_time: 3.8225786686, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3661534786
validation[          , genome  2766] predictions:    9540/  10000 (95.40%), best:    9527/10000 (95.27%), error:      1565.49097, best error:      1555.76013 on epoch:    69, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 50.0596351624s, input_fired_time: 0.4491590559, output_fired_time: 0.4108443260, propagate_forward_time: 19.1637878418, propagate_backward_time: 28.0228729248, weight_update_time: 0.1055314317, other_time: 2.0129737854
epoch time: 4.2572212219s, input_fired_time: 0.0576216504, output_fired_time: 0.0000000000, propagate_forward_time: 3.8338470459, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3657526970
validation[          , genome  2766] predictions:    9536/  10000 (95.36%), best:    9536/10000 (95.36%), error:      1540.72876, best error:      1540.72876 on epoch:    87, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 49.8191528320s, input_fired_time: 0.4511621296, output_fired_time: 0.4078863263, propagate_forward_time: 19.0499172211, propagate_backward_time: 27.8668479919, weight_update_time: 0.1056514606, other_time: 2.0433406830
epoch time: 4.2339291573s, input_fired_time: 0.0565418266, output_fired_time: 0.0000000000, propagate_forward_time: 3.8133282661, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3640589714
validation[          , genome  2766] predictions:    9526/  10000 (95.26%), best:    9536/10000 (95.36%), error:      1540.94849, best error:      1540.72876 on epoch:    87, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 49.6566772461s, input_fired_time: 0.4438000917, output_fired_time: 0.4029154778, propagate_forward_time: 18.9642353058, propagate_backward_time: 27.8375701904, weight_update_time: 0.1026047096, other_time: 2.0081539154
epoch time: 4.2073984146s, input_fired_time: 0.0563338026, output_fired_time: 0.0000000000, propagate_forward_time: 3.7864646912, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3645997047
validation[          , genome  2766] predictions:    9467/  10000 (94.67%), best:    9536/10000 (95.36%), error:      1700.75867, best error:      1540.72876 on epoch:    87, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 49.9671440125s, input_fired_time: 0.4518356919, output_fired_time: 0.4079267383, propagate_forward_time: 19.0932350159, propagate_backward_time: 27.9535179138, weight_update_time: 0.1062827706, other_time: 2.0606269836
epoch time: 4.2441878319s, input_fired_time: 0.0580111444, output_fired_time: 0.0000000000, propagate_forward_time: 3.8158445358, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3703322411
validation[          , genome  2766] predictions:    9405/  10000 (94.05%), best:    9536/10000 (95.36%), error:      1907.92798, best error:      1540.72876 on epoch:    87, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 50.0147743225s, input_fired_time: 0.4544036686, output_fired_time: 0.4093461633, propagate_forward_time: 19.1475429535, propagate_backward_time: 27.9566879272, weight_update_time: 0.1053154692, other_time: 2.0467929840
epoch time: 4.2560620308s, input_fired_time: 0.0577109307, output_fired_time: 0.0000000000, propagate_forward_time: 3.8296804428, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3686704636
validation[          , genome  2766] predictions:    9509/  10000 (95.09%), best:    9536/10000 (95.36%), error:      1580.62646, best error:      1540.72876 on epoch:    87, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 49.8283309937s, input_fired_time: 0.4508300722, output_fired_time: 0.4112347364, propagate_forward_time: 19.0574417114, propagate_backward_time: 27.8667812347, weight_update_time: 0.1051816866, other_time: 2.0420436859
epoch time: 4.2449049950s, input_fired_time: 0.0580018014, output_fired_time: 0.0000000000, propagate_forward_time: 3.8163285255, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3705744743
validation[          , genome  2766] predictions:    9491/  10000 (94.91%), best:    9536/10000 (95.36%), error:      1644.21277, best error:      1540.72876 on epoch:    87, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 49.8992080688s, input_fired_time: 0.4533815980, output_fired_time: 0.4095121622, propagate_forward_time: 19.0774116516, propagate_backward_time: 27.9028835297, weight_update_time: 0.1053038090, other_time: 2.0560207367
epoch time: 4.2432436943s, input_fired_time: 0.0568190292, output_fired_time: 0.0000000000, propagate_forward_time: 3.8139951229, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3724296093
validation[          , genome  2766] predictions:    9407/  10000 (94.07%), best:    9536/10000 (95.36%), error:      1970.81165, best error:      1540.72876 on epoch:    87, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 49.7581062317s, input_fired_time: 0.4513374865, output_fired_time: 0.4092782736, propagate_forward_time: 19.0389308929, propagate_backward_time: 27.8083744049, weight_update_time: 0.1060150489, other_time: 2.0501861572
epoch time: 4.2311697006s, input_fired_time: 0.0579048507, output_fired_time: 0.0000000000, propagate_forward_time: 3.8034839630, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3697810173
validation[          , genome  2766] predictions:    9497/  10000 (94.97%), best:    9536/10000 (95.36%), error:      1648.17236, best error:      1540.72876 on epoch:    87, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 49.6970787048s, input_fired_time: 0.4526182413, output_fired_time: 0.4021762311, propagate_forward_time: 18.9935054779, propagate_backward_time: 27.7995758057, weight_update_time: 0.1043914482, other_time: 2.0492038727
epoch time: 4.2468214035s, input_fired_time: 0.0578305274, output_fired_time: 0.0000000000, propagate_forward_time: 3.8179678917, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3710231781
validation[          , genome  2766] predictions:    9414/  10000 (94.14%), best:    9536/10000 (95.36%), error:      1926.21179, best error:      1540.72876 on epoch:    87, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 49.8124008179s, input_fired_time: 0.4511675537, output_fired_time: 0.4054720998, propagate_forward_time: 19.1098003387, propagate_backward_time: 27.8426704407, weight_update_time: 0.1042158827, other_time: 2.0032901764
epoch time: 4.2556619644s, input_fired_time: 0.0581325106, output_fired_time: 0.0000000000, propagate_forward_time: 3.8315937519, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3659355640
validation[          , genome  2766] predictions:    9497/  10000 (94.97%), best:    9536/10000 (95.36%), error:      1571.43127, best error:      1540.72876 on epoch:    87, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 49.9413223267s, input_fired_time: 0.4559798241, output_fired_time: 0.4042913914, propagate_forward_time: 19.1197490692, propagate_backward_time: 27.9372882843, weight_update_time: 0.1048617959, other_time: 2.0240135193
epoch time: 4.2473902702s, input_fired_time: 0.0567835681, output_fired_time: 0.0000000000, propagate_forward_time: 3.8241014481, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3665051460
validation[          , genome  2766] predictions:    9513/  10000 (95.13%), best:    9536/10000 (95.36%), error:      1562.06885, best error:      1540.72876 on epoch:    87, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 49.8484382629s, input_fired_time: 0.4505210221, output_fired_time: 0.4086670876, propagate_forward_time: 19.0651245117, propagate_backward_time: 27.8923606873, weight_update_time: 0.1045918316, other_time: 2.0317649841
epoch time: 4.2266726494s, input_fired_time: 0.0570586435, output_fired_time: 0.0000000000, propagate_forward_time: 3.7990939617, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3705198765
validation[          , genome  2766] predictions:    9512/  10000 (95.12%), best:    9536/10000 (95.36%), error:      1647.04590, best error:      1540.72876 on epoch:    87, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 49.7740592957s, input_fired_time: 0.4510796070, output_fired_time: 0.4090792537, propagate_forward_time: 19.0459899902, propagate_backward_time: 27.8320960999, weight_update_time: 0.1044341549, other_time: 2.0358123779
epoch time: 4.2570061684s, input_fired_time: 0.0579992570, output_fired_time: 0.0000000000, propagate_forward_time: 3.8346982002, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3643088341
validation[          , genome  2766] predictions:    9494/  10000 (94.94%), best:    9536/10000 (95.36%), error:      1644.45447, best error:      1540.72876 on epoch:    87, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 49.9809722900s, input_fired_time: 0.4528750479, output_fired_time: 0.4073292017, propagate_forward_time: 19.1496067047, propagate_backward_time: 27.9399852753, weight_update_time: 0.1069513708, other_time: 2.0311775208
epoch time: 4.2603998184s, input_fired_time: 0.0575750843, output_fired_time: 0.0000000000, propagate_forward_time: 3.8314111233, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3714134693
validation[          , genome  2766] predictions:    9513/  10000 (95.13%), best:    9536/10000 (95.36%), error:      1622.20996, best error:      1540.72876 on epoch:    87, 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: 21.2616252899s, input_fired_time: 0.2899143398, output_fired_time: 0.0000000000, propagate_forward_time: 19.0554351807, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9162750244
best training[          , genome  2766] predictions:   48430/  50000 (96.86%), best:    9536/10000 (95.36%), error:      5609.39990, best error:      1540.72876 on epoch:    87, 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: 4.2323393822s, input_fired_time: 0.0576656386, output_fired_time: 0.0000000000, propagate_forward_time: 3.8048617840, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3698117733
   testing[          , genome  2766] predictions:    9582/  10000 (95.82%), best:    9536/10000 (95.36%), error:      1394.01587, best error:      1540.72876 on epoch:    87, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
10:58:37 (3344): called boinc_finish(0)

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