Nameexact_genome_1512568488_42_3974_1
Workunit2591131
Created7 Dec 2017, 7:33:59 UTC
Sent7 Dec 2017, 7:37:52 UTC
Report deadline9 Dec 2017, 13:49:42 UTC
Received7 Dec 2017, 8:57:28 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID54172
Run time1 hours 19 min 8 sec
CPU time1 hours 19 min 4 sec
Validate stateValid
Credit564.56
Device peak FLOPS3.27 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size149.50 MB
Peak swap size152.04 MB
Peak disk usage1.12 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: 43.0133209229s, input_fired_time: 0.3895263672, output_fired_time: 0.2814992368, propagate_forward_time: 17.9867820740, propagate_backward_time: 22.3624420166, weight_update_time: 0.0982193947, other_time: 1.9930725098
epoch time: 4.0251774788s, input_fired_time: 0.0426366143, output_fired_time: 0.0000000000, propagate_forward_time: 3.6207396984, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3618011475
validation[          , genome  3974] predictions:    9428/  10000 (94.28%), best:    9535/10000 (95.35%), error:      1991.47693, best error:      1512.56287 on epoch:    11, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 41.5345573425s, input_fired_time: 0.3813804686, output_fired_time: 0.2749458849, propagate_forward_time: 17.3138065338, propagate_backward_time: 21.6032218933, weight_update_time: 0.0947293192, other_time: 1.9612026215
epoch time: 4.0377163887s, input_fired_time: 0.0434358306, output_fired_time: 0.0000000000, propagate_forward_time: 3.6305685043, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3637120724
validation[          , genome  3974] predictions:    9542/  10000 (95.42%), best:    9535/10000 (95.35%), error:      1515.13440, best error:      1512.56287 on epoch:    11, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 42.7178573608s, input_fired_time: 0.3886606395, output_fired_time: 0.2821662426, propagate_forward_time: 17.8209056854, propagate_backward_time: 22.2233963013, weight_update_time: 0.0973888710, other_time: 2.0027294159
epoch time: 4.0189676285s, input_fired_time: 0.0437823124, output_fired_time: 0.0000000000, propagate_forward_time: 3.6075680256, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3676173687
validation[          , genome  3974] predictions:    9558/  10000 (95.58%), best:    9558/10000 (95.58%), error:      1491.30872, best error:      1491.30872 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 43.1727600098s, input_fired_time: 0.3915622532, output_fired_time: 0.2845067978, propagate_forward_time: 18.0316600800, propagate_backward_time: 22.4544754028, weight_update_time: 0.0981336683, other_time: 2.0105533600
epoch time: 3.6630868912s, input_fired_time: 0.0410549901, output_fired_time: 0.0000000000, propagate_forward_time: 3.2757444382, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3462874889
validation[          , genome  3974] predictions:    9582/  10000 (95.82%), best:    9582/10000 (95.82%), error:      1381.57214, best error:      1381.57214 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 43.1039161682s, input_fired_time: 0.3919587135, output_fired_time: 0.2837592661, propagate_forward_time: 18.0090179443, propagate_backward_time: 22.4155597687, weight_update_time: 0.0982607976, other_time: 2.0036182404
epoch time: 4.0313167572s, input_fired_time: 0.0440180600, output_fired_time: 0.0000000000, propagate_forward_time: 3.6198618412, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3674368858
validation[          , genome  3974] predictions:    9570/  10000 (95.70%), best:    9582/10000 (95.82%), error:      1423.58813, best error:      1381.57214 on epoch:    17, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 43.2664489746s, input_fired_time: 0.3933502734, output_fired_time: 0.2857050896, propagate_forward_time: 18.0908946991, propagate_backward_time: 22.4964714050, weight_update_time: 0.0981253535, other_time: 2.0000286102
epoch time: 3.6184055805s, input_fired_time: 0.0405563340, output_fired_time: 0.0000000000, propagate_forward_time: 3.2403795719, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3374695778
validation[          , genome  3974] predictions:    9530/  10000 (95.30%), best:    9582/10000 (95.82%), error:      1568.50378, best error:      1381.57214 on epoch:    17, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 42.6591987610s, input_fired_time: 0.3911504149, output_fired_time: 0.2841317952, propagate_forward_time: 17.7859973907, propagate_backward_time: 22.1911430359, weight_update_time: 0.0974233374, other_time: 2.0067768097
epoch time: 4.0268898010s, input_fired_time: 0.0434117801, output_fired_time: 0.0000000000, propagate_forward_time: 3.6165056229, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3669724464
validation[          , genome  3974] predictions:    9595/  10000 (95.95%), best:    9582/10000 (95.82%), error:      1413.38770, best error:      1381.57214 on epoch:    17, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 42.5126609802s, input_fired_time: 0.3895569444, output_fired_time: 0.2832757533, propagate_forward_time: 17.7100925446, propagate_backward_time: 22.1288967133, weight_update_time: 0.0973919779, other_time: 2.0008392334
epoch time: 3.8732252121s, input_fired_time: 0.0426443778, output_fired_time: 0.0000000000, propagate_forward_time: 3.4697265625, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3608543873
validation[          , genome  3974] predictions:    9536/  10000 (95.36%), best:    9582/10000 (95.82%), error:      1549.60742, best error:      1381.57214 on epoch:    17, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 42.0393905640s, input_fired_time: 0.3880578578, output_fired_time: 0.2793535888, propagate_forward_time: 17.4790439606, propagate_backward_time: 21.9169902802, weight_update_time: 0.0962171555, other_time: 1.9759445190
epoch time: 3.9035246372s, input_fired_time: 0.0436276980, output_fired_time: 0.0000000000, propagate_forward_time: 3.4991528988, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3607439995
validation[          , genome  3974] predictions:    9578/  10000 (95.78%), best:    9582/10000 (95.82%), error:      1443.96936, best error:      1381.57214 on epoch:    17, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 39.2361869812s, input_fired_time: 0.3712976277, output_fired_time: 0.2611894906, propagate_forward_time: 16.2765121460, propagate_backward_time: 20.4408473969, weight_update_time: 0.0896047205, other_time: 1.8863430023
epoch time: 4.0368285179s, input_fired_time: 0.0440743342, output_fired_time: 0.0000000000, propagate_forward_time: 3.6233398914, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3694143295
validation[          , genome  3974] predictions:    9584/  10000 (95.84%), best:    9582/10000 (95.82%), error:      1395.22314, best error:      1381.57214 on epoch:    17, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 42.9223136902s, input_fired_time: 0.3934480548, output_fired_time: 0.2836825252, propagate_forward_time: 17.9283866882, propagate_backward_time: 22.2986297607, weight_update_time: 0.0974184349, other_time: 2.0181655884
epoch time: 3.8390448093s, input_fired_time: 0.0432281867, output_fired_time: 0.0000000000, propagate_forward_time: 3.4430739880, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3527426720
validation[          , genome  3974] predictions:    9592/  10000 (95.92%), best:    9582/10000 (95.82%), error:      1411.49280, best error:      1381.57214 on epoch:    17, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 42.9659347534s, input_fired_time: 0.3940346241, output_fired_time: 0.2853499949, propagate_forward_time: 17.9181919098, propagate_backward_time: 22.3565158844, weight_update_time: 0.0978119522, other_time: 2.0118408203
epoch time: 4.0452966690s, input_fired_time: 0.0449637398, output_fired_time: 0.0000000000, propagate_forward_time: 3.6310937405, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3692390919
validation[          , genome  3974] predictions:    9550/  10000 (95.50%), best:    9582/10000 (95.82%), error:      1497.03821, best error:      1381.57214 on epoch:    17, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 43.5364074707s, input_fired_time: 0.3981766999, output_fired_time: 0.2894556522, propagate_forward_time: 18.1639041901, propagate_backward_time: 22.6665000916, weight_update_time: 0.0990492627, other_time: 2.0183696747
epoch time: 4.0443086624s, input_fired_time: 0.0441341028, output_fired_time: 0.0000000000, propagate_forward_time: 3.6317129135, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3684616089
validation[          , genome  3974] predictions:    9477/  10000 (94.77%), best:    9582/10000 (95.82%), error:      1693.91748, best error:      1381.57214 on epoch:    17, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 43.4446907043s, input_fired_time: 0.3967861235, output_fired_time: 0.2855718434, propagate_forward_time: 18.1495704651, propagate_backward_time: 22.6030101776, weight_update_time: 0.0989869758, other_time: 2.0097522736
epoch time: 4.0270738602s, input_fired_time: 0.0450684913, output_fired_time: 0.0000000000, propagate_forward_time: 3.6201932430, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3618121147
validation[          , genome  3974] predictions:    9563/  10000 (95.63%), best:    9582/10000 (95.82%), error:      1406.52991, best error:      1381.57214 on epoch:    17, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 42.8916435242s, input_fired_time: 0.3928892612, output_fired_time: 0.2816228569, propagate_forward_time: 17.9137649536, propagate_backward_time: 22.3100643158, weight_update_time: 0.0980656743, other_time: 1.9932994843
epoch time: 4.0180716515s, input_fired_time: 0.0444938764, output_fired_time: 0.0000000000, propagate_forward_time: 3.6119272709, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3616504669
validation[          , genome  3974] predictions:    9604/  10000 (96.04%), best:    9604/10000 (96.04%), error:      1351.63989, best error:      1351.63989 on epoch:    28, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 43.0555801392s, input_fired_time: 0.3956517577, output_fired_time: 0.2861247361, propagate_forward_time: 17.9446392059, propagate_backward_time: 22.4096221924, weight_update_time: 0.0984789208, other_time: 2.0195407867
epoch time: 3.3575298786s, input_fired_time: 0.0387963578, output_fired_time: 0.0000000000, propagate_forward_time: 2.9890232086, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3297102451
validation[          , genome  3974] predictions:    9557/  10000 (95.57%), best:    9604/10000 (96.04%), error:      1355.12561, best error:      1351.63989 on epoch:    28, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 42.5411720276s, input_fired_time: 0.3918357790, output_fired_time: 0.2809523344, propagate_forward_time: 17.7629470825, propagate_backward_time: 22.1117267609, weight_update_time: 0.0966019854, other_time: 1.9937114716
epoch time: 3.8839650154s, input_fired_time: 0.0438462496, output_fired_time: 0.0000000000, propagate_forward_time: 3.4799697399, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3601491451
validation[          , genome  3974] predictions:    9583/  10000 (95.83%), best:    9604/10000 (96.04%), error:      1387.82812, best error:      1351.63989 on epoch:    28, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 41.2885894775s, input_fired_time: 0.3860237896, output_fired_time: 0.2737152874, propagate_forward_time: 17.1915874481, propagate_backward_time: 21.4825382233, weight_update_time: 0.0941383243, other_time: 1.9547233582
epoch time: 3.9090442657s, input_fired_time: 0.0433188714, output_fired_time: 0.0000000000, propagate_forward_time: 3.5046138763, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3611114025
validation[          , genome  3974] predictions:    9607/  10000 (96.07%), best:    9607/10000 (96.07%), error:      1289.89099, best error:      1289.89099 on epoch:    31, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 43.0375137329s, input_fired_time: 0.3945733309, output_fired_time: 0.2835903764, propagate_forward_time: 17.9705867767, propagate_backward_time: 22.4006614685, weight_update_time: 0.0974033773, other_time: 1.9881000519
epoch time: 3.9905335903s, input_fired_time: 0.0445475802, output_fired_time: 0.0000000000, propagate_forward_time: 3.5804176331, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3655683994
validation[          , genome  3974] predictions:    9600/  10000 (96.00%), best:    9607/10000 (96.07%), error:      1334.53613, best error:      1289.89099 on epoch:    31, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 43.2428741455s, input_fired_time: 0.3984528482, output_fired_time: 0.2868087292, propagate_forward_time: 18.0390491486, propagate_backward_time: 22.5017089844, weight_update_time: 0.0986219719, other_time: 2.0168552399
epoch time: 4.0288882256s, input_fired_time: 0.0445588082, output_fired_time: 0.0000000000, propagate_forward_time: 3.6226956844, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3616337776
validation[          , genome  3974] predictions:    9611/  10000 (96.11%), best:    9611/10000 (96.11%), error:      1287.85010, best error:      1287.85010 on epoch:    33, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 43.3881263733s, input_fired_time: 0.3983229101, output_fired_time: 0.2878824472, propagate_forward_time: 18.0525760651, propagate_backward_time: 22.6311397552, weight_update_time: 0.0992038697, other_time: 2.0182037354
epoch time: 4.0322341919s, input_fired_time: 0.0443320684, output_fired_time: 0.0000000000, propagate_forward_time: 3.6202049255, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3676972389
validation[          , genome  3974] predictions:    9549/  10000 (95.49%), best:    9611/10000 (96.11%), error:      1416.21191, best error:      1287.85010 on epoch:    33, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 43.3807373047s, input_fired_time: 0.3997052908, output_fired_time: 0.2883799970, propagate_forward_time: 18.1021175385, propagate_backward_time: 22.5765419006, weight_update_time: 0.0990545079, other_time: 2.0139942169
epoch time: 4.0311923027s, input_fired_time: 0.0450591221, output_fired_time: 0.0000000000, propagate_forward_time: 3.6186203957, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3675127029
validation[          , genome  3974] predictions:    9597/  10000 (95.97%), best:    9611/10000 (96.11%), error:      1324.81799, best error:      1287.85010 on epoch:    33, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 42.6519203186s, input_fired_time: 0.3921040595, output_fired_time: 0.2743173540, propagate_forward_time: 17.8845024109, propagate_backward_time: 22.1288890839, weight_update_time: 0.0968668163, other_time: 1.9721050262
epoch time: 4.0246157646s, input_fired_time: 0.0460022204, output_fired_time: 0.0000000000, propagate_forward_time: 3.6096200943, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3689935207
validation[          , genome  3974] predictions:    9566/  10000 (95.66%), best:    9611/10000 (96.11%), error:      1423.64990, best error:      1287.85010 on epoch:    33, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 43.3460464478s, input_fired_time: 0.4021138251, output_fired_time: 0.2878356576, propagate_forward_time: 18.0955867767, propagate_backward_time: 22.5532608032, weight_update_time: 0.0992290750, other_time: 2.0072498322
epoch time: 4.0258684158s, input_fired_time: 0.0454865620, output_fired_time: 0.0000000000, propagate_forward_time: 3.6171536446, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3632283211
validation[          , genome  3974] predictions:    9556/  10000 (95.56%), best:    9611/10000 (96.11%), error:      1438.38806, best error:      1287.85010 on epoch:    33, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 41.7137336731s, input_fired_time: 0.3919427693, output_fired_time: 0.2777894139, propagate_forward_time: 17.3874111176, propagate_backward_time: 21.6828308105, weight_update_time: 0.0951313153, other_time: 1.9737606049
epoch time: 4.0283718109s, input_fired_time: 0.0449065939, output_fired_time: 0.0000000000, propagate_forward_time: 3.6159789562, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3674862385
validation[          , genome  3974] predictions:    9590/  10000 (95.90%), best:    9611/10000 (96.11%), error:      1325.18213, best error:      1287.85010 on epoch:    33, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 41.3541946411s, input_fired_time: 0.3838526309, output_fired_time: 0.2672346234, propagate_forward_time: 17.2167053223, propagate_backward_time: 21.5339908600, weight_update_time: 0.0942520574, other_time: 1.9524097443
epoch time: 3.9807553291s, input_fired_time: 0.0452995859, output_fired_time: 0.0000000000, propagate_forward_time: 3.5700371265, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3654186726
validation[          , genome  3974] predictions:    9583/  10000 (95.83%), best:    9611/10000 (96.11%), error:      1315.80371, best error:      1287.85010 on epoch:    33, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 42.9718780518s, input_fired_time: 0.3992408514, output_fired_time: 0.2853833437, propagate_forward_time: 17.9223918915, propagate_backward_time: 22.3597640991, weight_update_time: 0.0979929641, other_time: 2.0050945282
epoch time: 4.0221400261s, input_fired_time: 0.0451212786, output_fired_time: 0.0000000000, propagate_forward_time: 3.6091811657, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3678376675
validation[          , genome  3974] predictions:    9598/  10000 (95.98%), best:    9611/10000 (96.11%), error:      1355.38745, best error:      1287.85010 on epoch:    33, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 41.7709579468s, input_fired_time: 0.3907966018, output_fired_time: 0.2767476141, propagate_forward_time: 17.4257392883, propagate_backward_time: 21.7207508087, weight_update_time: 0.0949435383, other_time: 1.9569225311
epoch time: 3.5848901272s, input_fired_time: 0.0419974700, output_fired_time: 0.0000000000, propagate_forward_time: 3.1992244720, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3436682224
validation[          , genome  3974] predictions:    9589/  10000 (95.89%), best:    9611/10000 (96.11%), error:      1372.05029, best error:      1287.85010 on epoch:    33, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 41.9886436462s, input_fired_time: 0.3934195340, output_fired_time: 0.2796460986, propagate_forward_time: 17.4693813324, propagate_backward_time: 21.8611202240, weight_update_time: 0.0964571014, other_time: 1.9850730896
epoch time: 4.0298638344s, input_fired_time: 0.0455661826, output_fired_time: 0.0000000000, propagate_forward_time: 3.6215436459, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3627541065
validation[          , genome  3974] predictions:    9591/  10000 (95.91%), best:    9611/10000 (96.11%), error:      1392.53381, best error:      1287.85010 on epoch:    33, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 43.0169868469s, input_fired_time: 0.3987009823, output_fired_time: 0.2812145054, propagate_forward_time: 17.9707221985, propagate_backward_time: 22.3568286896, weight_update_time: 0.0978973135, other_time: 2.0095195770
epoch time: 4.0267663002s, input_fired_time: 0.0451074354, output_fired_time: 0.0000000000, propagate_forward_time: 3.6178348064, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3638241291
validation[          , genome  3974] predictions:    9593/  10000 (95.93%), best:    9611/10000 (96.11%), error:      1338.23486, best error:      1287.85010 on epoch:    33, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 42.1727333069s, input_fired_time: 0.3935661018, output_fired_time: 0.2782379687, propagate_forward_time: 17.5995674133, propagate_backward_time: 21.9241428375, weight_update_time: 0.0961570516, other_time: 1.9772205353
epoch time: 4.0246419907s, input_fired_time: 0.0452525914, output_fired_time: 0.0000000000, propagate_forward_time: 3.6121883392, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3672010899
validation[          , genome  3974] predictions:    9586/  10000 (95.86%), best:    9611/10000 (96.11%), error:      1321.39319, best error:      1287.85010 on epoch:    33, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 40.7519187927s, input_fired_time: 0.3868113458, output_fired_time: 0.2723997831, propagate_forward_time: 16.9432525635, propagate_backward_time: 21.2200050354, weight_update_time: 0.0933698118, other_time: 1.9294509888
epoch time: 3.9466168880s, input_fired_time: 0.0454099514, output_fired_time: 0.0000000000, propagate_forward_time: 3.5378880501, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3633189201
validation[          , genome  3974] predictions:    9604/  10000 (96.04%), best:    9604/10000 (96.04%), error:      1276.84058, best error:      1276.84058 on epoch:    45, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 43.3611984253s, input_fired_time: 0.4036259353, output_fired_time: 0.2879612148, propagate_forward_time: 18.0925121307, propagate_backward_time: 22.5638046265, weight_update_time: 0.0989285931, other_time: 2.0132961273
epoch time: 4.0314373970s, input_fired_time: 0.0451197028, output_fired_time: 0.0000000000, propagate_forward_time: 3.6241552830, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3621623516
validation[          , genome  3974] predictions:    9577/  10000 (95.77%), best:    9604/10000 (96.04%), error:      1409.26770, best error:      1276.84058 on epoch:    45, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 42.5243721008s, input_fired_time: 0.3963257074, output_fired_time: 0.2771476805, propagate_forward_time: 17.7725830078, propagate_backward_time: 22.0882225037, weight_update_time: 0.0967353880, other_time: 1.9900932312
epoch time: 4.0279464722s, input_fired_time: 0.0463164747, output_fired_time: 0.0000000000, propagate_forward_time: 3.6118214130, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3698086739
validation[          , genome  3974] predictions:    9573/  10000 (95.73%), best:    9604/10000 (96.04%), error:      1460.90405, best error:      1276.84058 on epoch:    45, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 42.9058876038s, input_fired_time: 0.4003510475, output_fired_time: 0.2834129632, propagate_forward_time: 17.9178180695, propagate_backward_time: 22.2922153473, weight_update_time: 0.0976293832, other_time: 2.0120887756
epoch time: 4.0268120766s, input_fired_time: 0.0456193015, output_fired_time: 0.0000000000, propagate_forward_time: 3.6125686169, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3686242104
validation[          , genome  3974] predictions:    9590/  10000 (95.90%), best:    9604/10000 (96.04%), error:      1372.93115, best error:      1276.84058 on epoch:    45, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 43.3732795715s, input_fired_time: 0.4034187794, output_fired_time: 0.2870697379, propagate_forward_time: 18.0982856750, propagate_backward_time: 22.5602035522, weight_update_time: 0.0987735465, other_time: 2.0242996216
epoch time: 4.0322022438s, input_fired_time: 0.0454521291, output_fired_time: 0.0000000000, propagate_forward_time: 3.6179969311, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3687531948
validation[          , genome  3974] predictions:    9583/  10000 (95.83%), best:    9604/10000 (96.04%), error:      1339.09766, best error:      1276.84058 on epoch:    45, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 43.4024658203s, input_fired_time: 0.4047338665, output_fired_time: 0.2879418433, propagate_forward_time: 18.1015243530, propagate_backward_time: 22.5961360931, weight_update_time: 0.0993184298, other_time: 2.0121288300
epoch time: 4.0358958244s, input_fired_time: 0.0459140278, output_fired_time: 0.0000000000, propagate_forward_time: 3.6213388443, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3686430454
validation[          , genome  3974] predictions:    9615/  10000 (96.15%), best:    9615/10000 (96.15%), error:      1264.50403, best error:      1264.50403 on epoch:    50, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 43.3178863525s, input_fired_time: 0.4042070508, output_fired_time: 0.2889722586, propagate_forward_time: 18.0700359344, propagate_backward_time: 22.5298652649, weight_update_time: 0.0987420231, other_time: 2.0248088837
epoch time: 4.0113625526s, input_fired_time: 0.0456372015, output_fired_time: 0.0000000000, propagate_forward_time: 3.6053366661, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3603887558
validation[          , genome  3974] predictions:    9583/  10000 (95.83%), best:    9615/10000 (96.15%), error:      1365.38000, best error:      1264.50403 on epoch:    50, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 43.0534553528s, input_fired_time: 0.4012158215, output_fired_time: 0.2838664353, propagate_forward_time: 17.9762420654, propagate_backward_time: 22.3754558563, weight_update_time: 0.0980647132, other_time: 2.0166759491
epoch time: 3.7212977409s, input_fired_time: 0.0429902151, output_fired_time: 0.0000000000, propagate_forward_time: 3.3278472424, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3504602909
validation[          , genome  3974] predictions:    9557/  10000 (95.57%), best:    9615/10000 (96.15%), error:      1416.62598, best error:      1264.50403 on epoch:    50, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 42.5207443237s, input_fired_time: 0.3983467817, output_fired_time: 0.2788950205, propagate_forward_time: 17.7640914917, propagate_backward_time: 22.1000957489, weight_update_time: 0.0968132541, other_time: 1.9793148041
epoch time: 4.0300741196s, input_fired_time: 0.0460174978, output_fired_time: 0.0000000000, propagate_forward_time: 3.6238052845, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3602514267
validation[          , genome  3974] predictions:    9570/  10000 (95.70%), best:    9615/10000 (96.15%), error:      1426.64807, best error:      1264.50403 on epoch:    50, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 43.2292709351s, input_fired_time: 0.4033931196, output_fired_time: 0.2861056924, propagate_forward_time: 18.0417423248, propagate_backward_time: 22.4944534302, weight_update_time: 0.0988170505, other_time: 2.0035762787
epoch time: 4.0237679482s, input_fired_time: 0.0458214320, output_fired_time: 0.0000000000, propagate_forward_time: 3.6108756065, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3670709133
validation[          , genome  3974] predictions:    9601/  10000 (96.01%), best:    9615/10000 (96.15%), error:      1330.60840, best error:      1264.50403 on epoch:    50, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 43.1421852112s, input_fired_time: 0.3994317651, output_fired_time: 0.2774412632, propagate_forward_time: 18.0731315613, propagate_backward_time: 22.4077396393, weight_update_time: 0.0982788578, other_time: 1.9844379425
epoch time: 4.0175838470s, input_fired_time: 0.0462183356, output_fired_time: 0.0000000000, propagate_forward_time: 3.6109409332, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3604245186
validation[          , genome  3974] predictions:    9606/  10000 (96.06%), best:    9615/10000 (96.15%), error:      1305.56128, best error:      1264.50403 on epoch:    50, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 43.0293350220s, input_fired_time: 0.4033915699, output_fired_time: 0.2855778039, propagate_forward_time: 17.9421443939, propagate_backward_time: 22.3898181915, weight_update_time: 0.0980179831, other_time: 2.0083999634
epoch time: 4.0194153786s, input_fired_time: 0.0459290706, output_fired_time: 0.0000000000, propagate_forward_time: 3.6056928635, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3677935600
validation[          , genome  3974] predictions:    9614/  10000 (96.14%), best:    9615/10000 (96.15%), error:      1272.37549, best error:      1264.50403 on epoch:    50, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 42.5614471436s, input_fired_time: 0.3997145295, output_fired_time: 0.2813815475, propagate_forward_time: 17.7631893158, propagate_backward_time: 22.1267051697, weight_update_time: 0.0965550467, other_time: 1.9904575348
epoch time: 4.0322532654s, input_fired_time: 0.0469186194, output_fired_time: 0.0000000000, propagate_forward_time: 3.6174037457, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3679308891
validation[          , genome  3974] predictions:    9590/  10000 (95.90%), best:    9615/10000 (96.15%), error:      1295.30042, best error:      1264.50403 on epoch:    50, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 42.9501419067s, input_fired_time: 0.4044944644, output_fired_time: 0.2838160694, propagate_forward_time: 17.9356060028, propagate_backward_time: 22.3294200897, weight_update_time: 0.0972599164, other_time: 1.9968032837
epoch time: 4.0483560562s, input_fired_time: 0.0468326733, output_fired_time: 0.0000000000, propagate_forward_time: 3.6328763962, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3686470985
validation[          , genome  3974] predictions:    9570/  10000 (95.70%), best:    9615/10000 (96.15%), error:      1395.75598, best error:      1264.50403 on epoch:    50, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 41.1089935303s, input_fired_time: 0.3933831155, output_fired_time: 0.2748704553, propagate_forward_time: 17.1037483215, propagate_backward_time: 21.3950500488, weight_update_time: 0.0940274373, other_time: 1.9419403076
epoch time: 4.0347409248s, input_fired_time: 0.0474590026, output_fired_time: 0.0000000000, propagate_forward_time: 3.6191236973, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3681583405
validation[          , genome  3974] predictions:    9592/  10000 (95.92%), best:    9615/10000 (96.15%), error:      1326.74841, best error:      1264.50403 on epoch:    50, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 41.9573669434s, input_fired_time: 0.3995763063, output_fired_time: 0.2784751952, propagate_forward_time: 17.4740257263, propagate_backward_time: 21.8247203827, weight_update_time: 0.0961155593, other_time: 1.9805660248
epoch time: 4.0233712196s, input_fired_time: 0.0466316976, output_fired_time: 0.0000000000, propagate_forward_time: 3.6150105000, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3617289066
validation[          , genome  3974] predictions:    9606/  10000 (96.06%), best:    9606/10000 (96.06%), error:      1222.59802, best error:      1222.59802 on epoch:    60, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 43.3027153015s, input_fired_time: 0.4087929130, output_fired_time: 0.2878279984, propagate_forward_time: 18.0626888275, propagate_backward_time: 22.5224266052, weight_update_time: 0.0989386067, other_time: 2.0209789276
epoch time: 3.7804300785s, input_fired_time: 0.0439970866, output_fired_time: 0.0000000000, propagate_forward_time: 3.3819463253, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3544867039
validation[          , genome  3974] predictions:    9537/  10000 (95.37%), best:    9606/10000 (96.06%), error:      1488.17627, best error:      1222.59802 on epoch:    60, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 42.9235000610s, input_fired_time: 0.4047548175, output_fired_time: 0.2856063545, propagate_forward_time: 17.8993663788, propagate_backward_time: 22.3323554993, weight_update_time: 0.0980122760, other_time: 2.0014171600
epoch time: 4.0306196213s, input_fired_time: 0.0464472659, output_fired_time: 0.0000000000, propagate_forward_time: 3.6163456440, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3678267002
validation[          , genome  3974] predictions:    9602/  10000 (96.02%), best:    9606/10000 (96.06%), error:      1276.92444, best error:      1222.59802 on epoch:    60, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 41.9208526611s, input_fired_time: 0.4000820220, output_fired_time: 0.2782246470, propagate_forward_time: 17.4850139618, propagate_backward_time: 21.7933483124, weight_update_time: 0.0954757705, other_time: 1.9641838074
epoch time: 4.0276889801s, input_fired_time: 0.0468319468, output_fired_time: 0.0000000000, propagate_forward_time: 3.6138036251, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3670535088
validation[          , genome  3974] predictions:    9603/  10000 (96.03%), best:    9606/10000 (96.06%), error:      1291.42786, best error:      1222.59802 on epoch:    60, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 43.2314605713s, input_fired_time: 0.4082069397, output_fired_time: 0.2859315872, propagate_forward_time: 18.0739727020, propagate_backward_time: 22.4595298767, weight_update_time: 0.0982226580, other_time: 2.0038204193
epoch time: 4.0200242996s, input_fired_time: 0.0470210612, output_fired_time: 0.0000000000, propagate_forward_time: 3.6115064621, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3614966869
validation[          , genome  3974] predictions:    9594/  10000 (95.94%), best:    9606/10000 (96.06%), error:      1320.97351, best error:      1222.59802 on epoch:    60, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 43.2393569946s, input_fired_time: 0.4086271226, output_fired_time: 0.2858225405, propagate_forward_time: 18.0757236481, propagate_backward_time: 22.4537601471, weight_update_time: 0.0980843753, other_time: 2.0154228210
epoch time: 4.0231785774s, input_fired_time: 0.0464823619, output_fired_time: 0.0000000000, propagate_forward_time: 3.6096682549, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3670279980
validation[          , genome  3974] predictions:    9624/  10000 (96.24%), best:    9606/10000 (96.06%), error:      1313.17542, best error:      1222.59802 on epoch:    60, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 42.6863441467s, input_fired_time: 0.4050107598, output_fired_time: 0.2832717896, propagate_forward_time: 17.8123874664, propagate_backward_time: 22.2227420807, weight_update_time: 0.0975256562, other_time: 1.9629325867
epoch time: 4.0160861015s, input_fired_time: 0.0466622412, output_fired_time: 0.0000000000, propagate_forward_time: 3.6093168259, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3601069450
validation[          , genome  3974] predictions:    9601/  10000 (96.01%), best:    9606/10000 (96.06%), error:      1263.11047, best error:      1222.59802 on epoch:    60, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 42.7903785706s, input_fired_time: 0.4040490687, output_fired_time: 0.2827418447, propagate_forward_time: 17.8390064240, propagate_backward_time: 22.2715721130, weight_update_time: 0.0975962579, other_time: 1.9930095673
epoch time: 4.0377945900s, input_fired_time: 0.0472439006, output_fired_time: 0.0000000000, propagate_forward_time: 3.6211609840, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3693897724
validation[          , genome  3974] predictions:    9615/  10000 (96.15%), best:    9606/10000 (96.06%), error:      1265.98938, best error:      1222.59802 on epoch:    60, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 42.4708595276s, input_fired_time: 0.4024421275, output_fired_time: 0.2799737453, propagate_forward_time: 17.7295417786, propagate_backward_time: 22.0795726776, weight_update_time: 0.0968479812, other_time: 1.9793300629
epoch time: 4.0355591774s, input_fired_time: 0.0468409508, output_fired_time: 0.0000000000, propagate_forward_time: 3.6194994450, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3692188263
validation[          , genome  3974] predictions:    9587/  10000 (95.87%), best:    9606/10000 (96.06%), error:      1322.90503, best error:      1222.59802 on epoch:    60, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 43.1138610840s, input_fired_time: 0.4066106379, output_fired_time: 0.2844785750, propagate_forward_time: 18.0003681183, propagate_backward_time: 22.4070796967, weight_update_time: 0.0980166793, other_time: 2.0153236389
epoch time: 4.0307841301s, input_fired_time: 0.0478264950, output_fired_time: 0.0000000000, propagate_forward_time: 3.6211903095, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3617672920
validation[          , genome  3974] predictions:    9574/  10000 (95.74%), best:    9606/10000 (96.06%), error:      1375.03699, best error:      1222.59802 on epoch:    60, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 43.2992515564s, input_fired_time: 0.4109241962, output_fired_time: 0.2873119116, propagate_forward_time: 18.0707798004, propagate_backward_time: 22.5133266449, weight_update_time: 0.0985610560, other_time: 2.0169105530
epoch time: 3.9969418049s, input_fired_time: 0.0473387837, output_fired_time: 0.0000000000, propagate_forward_time: 3.5835881233, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3660149574
validation[          , genome  3974] predictions:    9587/  10000 (95.87%), best:    9606/10000 (96.06%), error:      1346.08496, best error:      1222.59802 on epoch:    60, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 43.4545974731s, input_fired_time: 0.4108375609, output_fired_time: 0.2879503965, propagate_forward_time: 18.1140613556, propagate_backward_time: 22.6253242493, weight_update_time: 0.0989549905, other_time: 2.0164241791
epoch time: 4.0349264145s, input_fired_time: 0.0475274175, output_fired_time: 0.0000000000, propagate_forward_time: 3.6191446781, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3682544231
validation[          , genome  3974] predictions:    9622/  10000 (96.22%), best:    9606/10000 (96.06%), error:      1253.14526, best error:      1222.59802 on epoch:    60, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 42.1569442749s, input_fired_time: 0.4027816951, output_fired_time: 0.2791743577, propagate_forward_time: 17.5640220642, propagate_backward_time: 21.9378070831, weight_update_time: 0.0959788635, other_time: 1.9731578827
epoch time: 4.0202236176s, input_fired_time: 0.0479773842, output_fired_time: 0.0000000000, propagate_forward_time: 3.6055514812, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3666946888
validation[          , genome  3974] predictions:    9582/  10000 (95.82%), best:    9606/10000 (96.06%), error:      1392.58472, best error:      1222.59802 on epoch:    60, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 43.0301551819s, input_fired_time: 0.4087455869, output_fired_time: 0.2851003110, propagate_forward_time: 17.9641208649, propagate_backward_time: 22.3809032440, weight_update_time: 0.0978044048, other_time: 1.9912872314
epoch time: 4.0469217300s, input_fired_time: 0.0478991941, output_fired_time: 0.0000000000, propagate_forward_time: 3.6339724064, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3650500774
validation[          , genome  3974] predictions:    9586/  10000 (95.86%), best:    9606/10000 (96.06%), error:      1311.46375, best error:      1222.59802 on epoch:    60, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 42.6186218262s, input_fired_time: 0.4072415531, output_fired_time: 0.2833676338, propagate_forward_time: 17.7581405640, propagate_backward_time: 22.1747055054, weight_update_time: 0.0970806032, other_time: 1.9951667786
epoch time: 3.9465408325s, input_fired_time: 0.0470766202, output_fired_time: 0.0000000000, propagate_forward_time: 3.5381088257, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3613553047
validation[          , genome  3974] predictions:    9564/  10000 (95.64%), best:    9606/10000 (96.06%), error:      1375.48901, best error:      1222.59802 on epoch:    60, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 42.9594497681s, input_fired_time: 0.4094214141, output_fired_time: 0.2846076488, propagate_forward_time: 17.9138774872, propagate_backward_time: 22.3408794403, weight_update_time: 0.0978202969, other_time: 2.0106658936
epoch time: 3.3051512241s, input_fired_time: 0.0410728715, output_fired_time: 0.0000000000, propagate_forward_time: 2.9384987354, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3255796432
validation[          , genome  3974] predictions:    9565/  10000 (95.65%), best:    9606/10000 (96.06%), error:      1416.70483, best error:      1222.59802 on epoch:    60, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 42.7018661499s, input_fired_time: 0.4051159322, output_fired_time: 0.2792505026, propagate_forward_time: 17.8477611542, propagate_backward_time: 22.1748905182, weight_update_time: 0.0970957130, other_time: 1.9948463440
epoch time: 4.0200524330s, input_fired_time: 0.0469568707, output_fired_time: 0.0000000000, propagate_forward_time: 3.6056447029, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3674509525
validation[          , genome  3974] predictions:    9511/  10000 (95.11%), best:    9606/10000 (96.06%), error:      1626.80811, best error:      1222.59802 on epoch:    60, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 43.1109275818s, input_fired_time: 0.4078494012, output_fired_time: 0.2845356762, propagate_forward_time: 18.0084667206, propagate_backward_time: 22.4056072235, weight_update_time: 0.0979613438, other_time: 2.0044708252
epoch time: 4.0288481712s, input_fired_time: 0.0473737083, output_fired_time: 0.0000000000, propagate_forward_time: 3.6137013435, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3677730560
validation[          , genome  3974] predictions:    9617/  10000 (96.17%), best:    9606/10000 (96.06%), error:      1297.97827, best error:      1222.59802 on epoch:    60, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 43.0708465576s, input_fired_time: 0.4085727632, output_fired_time: 0.2858272791, propagate_forward_time: 17.9572639465, propagate_backward_time: 22.4121990204, weight_update_time: 0.0985493287, other_time: 2.0069828033
epoch time: 4.0244426727s, input_fired_time: 0.0475193597, output_fired_time: 0.0000000000, propagate_forward_time: 3.6147878170, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3621354103
validation[          , genome  3974] predictions:    9565/  10000 (95.65%), best:    9606/10000 (96.06%), error:      1390.10278, best error:      1222.59802 on epoch:    60, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 42.6719818115s, input_fired_time: 0.4095744491, output_fired_time: 0.2827066481, propagate_forward_time: 17.7850112915, propagate_backward_time: 22.1875057220, weight_update_time: 0.0973180011, other_time: 2.0071849823
epoch time: 4.0420565605s, input_fired_time: 0.0478342995, output_fired_time: 0.0000000000, propagate_forward_time: 3.6250681877, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3691539764
validation[          , genome  3974] predictions:    9602/  10000 (96.02%), best:    9606/10000 (96.06%), error:      1279.64111, best error:      1222.59802 on epoch:    60, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 41.5579910278s, input_fired_time: 0.4013749659, output_fired_time: 0.2760825157, propagate_forward_time: 17.3010768890, propagate_backward_time: 21.6128139496, weight_update_time: 0.0946636572, other_time: 1.9666442871
epoch time: 3.2851943970s, input_fired_time: 0.0397280008, output_fired_time: 0.0000000000, propagate_forward_time: 2.9207434654, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3247230053
validation[          , genome  3974] predictions:    9481/  10000 (94.81%), best:    9606/10000 (96.06%), error:      1705.51550, best error:      1222.59802 on epoch:    60, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 42.8010177612s, input_fired_time: 0.4057825804, output_fired_time: 0.2824485302, propagate_forward_time: 17.9098987579, propagate_backward_time: 22.1903743744, weight_update_time: 0.0966094583, other_time: 2.0125160217
epoch time: 4.0397472382s, input_fired_time: 0.0475160815, output_fired_time: 0.0000000000, propagate_forward_time: 3.6226484776, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3695826530
validation[          , genome  3974] predictions:    9569/  10000 (95.69%), best:    9606/10000 (96.06%), error:      1350.00891, best error:      1222.59802 on epoch:    60, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 43.1293182373s, input_fired_time: 0.4103954136, output_fired_time: 0.2842709124, propagate_forward_time: 18.0261268616, propagate_backward_time: 22.4010810852, weight_update_time: 0.0978044942, other_time: 2.0074424744
epoch time: 4.0220155716s, input_fired_time: 0.0480541997, output_fired_time: 0.0000000000, propagate_forward_time: 3.6104259491, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3635354042
validation[          , genome  3974] predictions:    9611/  10000 (96.11%), best:    9606/10000 (96.06%), error:      1248.09045, best error:      1222.59802 on epoch:    60, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 43.2387580872s, input_fired_time: 0.4129399955, output_fired_time: 0.2848505974, propagate_forward_time: 18.1166210175, propagate_backward_time: 22.4042530060, weight_update_time: 0.0979643688, other_time: 2.0200920105
epoch time: 3.6755392551s, input_fired_time: 0.0447534025, output_fired_time: 0.0000000000, propagate_forward_time: 3.2787430286, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3520429134
validation[          , genome  3974] predictions:    9620/  10000 (96.20%), best:    9606/10000 (96.06%), error:      1228.68774, best error:      1222.59802 on epoch:    60, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 43.0504074097s, input_fired_time: 0.4118994176, output_fired_time: 0.2858452499, propagate_forward_time: 17.9377632141, propagate_backward_time: 22.4035625458, weight_update_time: 0.0984006226, other_time: 2.0113353729
epoch time: 3.6388912201s, input_fired_time: 0.0442385487, output_fired_time: 0.0000000000, propagate_forward_time: 3.2488965988, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3457560539
validation[          , genome  3974] predictions:    9579/  10000 (95.79%), best:    9606/10000 (96.06%), error:      1358.28723, best error:      1222.59802 on epoch:    60, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 42.8679351807s, input_fired_time: 0.4078914225, output_fired_time: 0.2835276723, propagate_forward_time: 17.8877258301, propagate_backward_time: 22.2795658112, weight_update_time: 0.0973298401, other_time: 2.0092258453
epoch time: 3.5301928520s, input_fired_time: 0.0431829020, output_fired_time: 0.0000000000, propagate_forward_time: 3.1464598179, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3405501842
validation[          , genome  3974] predictions:    9578/  10000 (95.78%), best:    9606/10000 (96.06%), error:      1376.91235, best error:      1222.59802 on epoch:    60, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 43.1335639954s, input_fired_time: 0.4091364741, output_fired_time: 0.2876145244, propagate_forward_time: 18.0388183594, propagate_backward_time: 22.4003753662, weight_update_time: 0.0980597958, other_time: 1.9976196289
epoch time: 4.0287990570s, input_fired_time: 0.0479519926, output_fired_time: 0.0000000000, propagate_forward_time: 3.6135373116, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3673098087
validation[          , genome  3974] predictions:    9610/  10000 (96.10%), best:    9606/10000 (96.06%), error:      1304.34143, best error:      1222.59802 on epoch:    60, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 42.8334503174s, input_fired_time: 0.4100854099, output_fired_time: 0.2832258940, propagate_forward_time: 17.8813610077, propagate_backward_time: 22.2571983337, weight_update_time: 0.0973768756, other_time: 2.0015811920
epoch time: 4.0231332779s, input_fired_time: 0.0478828512, output_fired_time: 0.0000000000, propagate_forward_time: 3.6128683090, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3623821735
validation[          , genome  3974] predictions:    9607/  10000 (96.07%), best:    9606/10000 (96.06%), error:      1308.65564, best error:      1222.59802 on epoch:    60, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 42.4681282043s, input_fired_time: 0.4079208076, output_fired_time: 0.2806488872, propagate_forward_time: 17.7509040833, propagate_backward_time: 22.0329933167, weight_update_time: 0.0964966044, other_time: 1.9956626892
epoch time: 4.0375823975s, input_fired_time: 0.0480173901, output_fired_time: 0.0000000000, propagate_forward_time: 3.6200106144, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3695542812
validation[          , genome  3974] predictions:    9615/  10000 (96.15%), best:    9606/10000 (96.06%), error:      1272.01050, best error:      1222.59802 on epoch:    60, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 43.3095703125s, input_fired_time: 0.4130736887, output_fired_time: 0.2875106633, propagate_forward_time: 18.0585613251, propagate_backward_time: 22.5350208282, weight_update_time: 0.0988551006, other_time: 2.0154037476
epoch time: 4.0300512314s, input_fired_time: 0.0477460921, output_fired_time: 0.0000000000, propagate_forward_time: 3.6140577793, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3682472706
validation[          , genome  3974] predictions:    9610/  10000 (96.10%), best:    9606/10000 (96.06%), error:      1266.93555, best error:      1222.59802 on epoch:    60, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 42.3606758118s, input_fired_time: 0.4082456231, output_fired_time: 0.2809322774, propagate_forward_time: 17.6687927246, propagate_backward_time: 22.0150070190, weight_update_time: 0.0963368490, other_time: 1.9876976013
epoch time: 3.8401944637s, input_fired_time: 0.0463256761, output_fired_time: 0.0000000000, propagate_forward_time: 3.4380371571, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3558316231
validation[          , genome  3974] predictions:    9550/  10000 (95.50%), best:    9606/10000 (96.06%), error:      1484.38660, best error:      1222.59802 on epoch:    60, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 43.2072219849s, input_fired_time: 0.4121054709, output_fired_time: 0.2854791582, propagate_forward_time: 18.0536327362, propagate_backward_time: 22.4549617767, weight_update_time: 0.0982814878, other_time: 2.0010414124
epoch time: 4.0263509750s, input_fired_time: 0.0482135713, output_fired_time: 0.0000000000, propagate_forward_time: 3.6117751598, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3663623333
validation[          , genome  3974] predictions:    9624/  10000 (96.24%), best:    9606/10000 (96.06%), error:      1227.08179, best error:      1222.59802 on epoch:    60, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 42.7987937927s, input_fired_time: 0.4085170031, output_fired_time: 0.2825559378, propagate_forward_time: 17.8663768768, propagate_backward_time: 22.2399330139, weight_update_time: 0.0973632038, other_time: 2.0014133453
epoch time: 4.0101284981s, input_fired_time: 0.0477201417, output_fired_time: 0.0000000000, propagate_forward_time: 3.6032025814, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3592057228
validation[          , genome  3974] predictions:    9618/  10000 (96.18%), best:    9606/10000 (96.06%), error:      1245.54700, best error:      1222.59802 on epoch:    60, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 42.3259124756s, input_fired_time: 0.4055378139, output_fired_time: 0.2808856368, propagate_forward_time: 17.6497154236, propagate_backward_time: 21.9964065552, weight_update_time: 0.0966284573, other_time: 1.9933700562
epoch time: 4.0240583420s, input_fired_time: 0.0481301472, output_fired_time: 0.0000000000, propagate_forward_time: 3.6078891754, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3680391312
validation[          , genome  3974] predictions:    9586/  10000 (95.86%), best:    9606/10000 (96.06%), error:      1331.13123, best error:      1222.59802 on epoch:    60, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 43.2599906921s, input_fired_time: 0.4135701954, output_fired_time: 0.2868592441, propagate_forward_time: 18.0295104980, propagate_backward_time: 22.5130405426, weight_update_time: 0.0988920555, other_time: 2.0170116425
epoch time: 4.0243616104s, input_fired_time: 0.0487451889, output_fired_time: 0.0000000000, propagate_forward_time: 3.6071891785, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3684272766
validation[          , genome  3974] predictions:    9577/  10000 (95.77%), best:    9606/10000 (96.06%), error:      1285.10754, best error:      1222.59802 on epoch:    60, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 43.2635498047s, input_fired_time: 0.4139484465, output_fired_time: 0.2870509028, propagate_forward_time: 18.0344448090, propagate_backward_time: 22.5192451477, weight_update_time: 0.0987153947, other_time: 2.0088596344
epoch time: 4.0258517265s, input_fired_time: 0.0479037799, output_fired_time: 0.0000000000, propagate_forward_time: 3.6095690727, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3683788776
validation[          , genome  3974] predictions:    9579/  10000 (95.79%), best:    9606/10000 (96.06%), error:      1378.19751, best error:      1222.59802 on epoch:    60, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 42.2220573425s, input_fired_time: 0.4063710570, output_fired_time: 0.2805388868, propagate_forward_time: 17.5890502930, propagate_backward_time: 21.9711437225, weight_update_time: 0.0961400568, other_time: 1.9749507904
epoch time: 4.0315036774s, input_fired_time: 0.0484619327, output_fired_time: 0.0000000000, propagate_forward_time: 3.6215403080, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3615014553
validation[          , genome  3974] predictions:    9572/  10000 (95.72%), best:    9606/10000 (96.06%), error:      1384.76831, best error:      1222.59802 on epoch:    60, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 43.2537956238s, input_fired_time: 0.4148842394, output_fired_time: 0.2868803144, propagate_forward_time: 18.0359668732, propagate_backward_time: 22.4982471466, weight_update_time: 0.0987745896, other_time: 2.0178184509
epoch time: 4.0273480415s, input_fired_time: 0.0477577373, output_fired_time: 0.0000000000, propagate_forward_time: 3.6149542332, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3646361828
validation[          , genome  3974] predictions:    9609/  10000 (96.09%), best:    9606/10000 (96.06%), error:      1283.56897, best error:      1222.59802 on epoch:    60, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 43.3675804138s, input_fired_time: 0.4116416872, output_fired_time: 0.2853805423, propagate_forward_time: 18.0903930664, propagate_backward_time: 22.5698184967, weight_update_time: 0.0988960713, other_time: 2.0103473663
epoch time: 4.0354456902s, input_fired_time: 0.0481033474, output_fired_time: 0.0000000000, propagate_forward_time: 3.6184782982, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3688640594
validation[          , genome  3974] predictions:    9611/  10000 (96.11%), best:    9606/10000 (96.06%), error:      1239.45386, best error:      1222.59802 on epoch:    60, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 43.4289169312s, input_fired_time: 0.4148805737, output_fired_time: 0.2881848812, propagate_forward_time: 18.1028213501, propagate_backward_time: 22.6121692657, weight_update_time: 0.0990589187, other_time: 2.0108623505
epoch time: 4.0348834991s, input_fired_time: 0.0486310944, output_fired_time: 0.0000000000, propagate_forward_time: 3.6186530590, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3675992489
validation[          , genome  3974] predictions:    9588/  10000 (95.88%), best:    9606/10000 (96.06%), error:      1339.76758, best error:      1222.59802 on epoch:    60, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 43.3682136536s, input_fired_time: 0.4164827168, output_fired_time: 0.2877159119, propagate_forward_time: 18.0814476013, propagate_backward_time: 22.5776119232, weight_update_time: 0.0988829955, other_time: 2.0049571991
epoch time: 4.0250577927s, input_fired_time: 0.0475573577, output_fired_time: 0.0000000000, propagate_forward_time: 3.6102545261, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3672459126
validation[          , genome  3974] predictions:    9586/  10000 (95.86%), best:    9606/10000 (96.06%), error:      1339.84448, best error:      1222.59802 on epoch:    60, 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: 19.5946769714s, input_fired_time: 0.2300024778, output_fired_time: 0.0000000000, propagate_forward_time: 17.5214519501, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8432216644
best training[          , genome  3974] predictions:   48930/  50000 (97.86%), best:    9606/10000 (96.06%), error:      4011.37085, best error:      1222.59802 on epoch:    60, 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: 4.0378541946s, input_fired_time: 0.0465220697, output_fired_time: 0.0000000000, propagate_forward_time: 3.6224913597, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3688406944
   testing[          , genome  3974] predictions:    9682/  10000 (96.82%), best:    9606/10000 (96.06%), error:      1058.81006, best error:      1222.59802 on epoch:    60, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
16:57:06 (70678): called boinc_finish(0)

</stderr_txt>
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