Nameexact_genome_1512568488_41_3198_0
Workunit2587230
Created7 Dec 2017, 3:33:25 UTC
Sent7 Dec 2017, 3:38:20 UTC
Report deadline9 Dec 2017, 9:36:33 UTC
Received7 Dec 2017, 4:55:09 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID54172
Run time1 hours 16 min 29 sec
CPU time1 hours 16 min 26 sec
Validate stateValid
Credit562.19
Device peak FLOPS3.27 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size148.51 MB
Peak swap size150.28 MB
Peak disk usage0.89 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: 40.3257102966s, input_fired_time: 0.3184213042, output_fired_time: 0.2234547734, propagate_forward_time: 16.1275596619, propagate_backward_time: 21.7547512054, weight_update_time: 0.0848941877, other_time: 1.9015254974
epoch time: 3.7652142048s, input_fired_time: 0.0371965319, output_fired_time: 0.0000000000, propagate_forward_time: 3.3683476448, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3596699238
validation[          , genome  3198] predictions:    9433/  10000 (94.33%), best:    9457/10000 (94.57%), error:      1920.43701, best error:      1841.65027 on epoch:    11, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 41.2185020447s, input_fired_time: 0.3223679960, output_fired_time: 0.2282909006, propagate_forward_time: 16.4832935333, propagate_backward_time: 22.2663612366, weight_update_time: 0.0865417495, other_time: 1.9181880951
epoch time: 2.9425437450s, input_fired_time: 0.0306297429, output_fired_time: 0.0000000000, propagate_forward_time: 2.5993688107, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3125452995
validation[          , genome  3198] predictions:    9437/  10000 (94.37%), best:    9457/10000 (94.57%), error:      1881.56213, best error:      1841.65027 on epoch:    11, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 41.4796981812s, input_fired_time: 0.3239767551, output_fired_time: 0.2288779169, propagate_forward_time: 16.5743942261, propagate_backward_time: 22.4350948334, weight_update_time: 0.0867985189, other_time: 1.9173526764
epoch time: 3.7556798458s, input_fired_time: 0.0361279026, output_fired_time: 0.0000000000, propagate_forward_time: 3.3676123619, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3519396782
validation[          , genome  3198] predictions:    9411/  10000 (94.11%), best:    9457/10000 (94.57%), error:      1985.09827, best error:      1841.65027 on epoch:    11, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 40.6874694824s, input_fired_time: 0.3214425743, output_fired_time: 0.2254217267, propagate_forward_time: 16.2949676514, propagate_backward_time: 21.9269542694, weight_update_time: 0.0857478902, other_time: 1.9186840057
epoch time: 3.7689552307s, input_fired_time: 0.0370838791, output_fired_time: 0.0000000000, propagate_forward_time: 3.3719744682, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3598968983
validation[          , genome  3198] predictions:    9413/  10000 (94.13%), best:    9457/10000 (94.57%), error:      2036.97839, best error:      1841.65027 on epoch:    11, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 42.1569595337s, input_fired_time: 0.3295256197, output_fired_time: 0.2327503860, propagate_forward_time: 16.9386405945, propagate_backward_time: 22.7045001984, weight_update_time: 0.0882455111, other_time: 1.9515438080
epoch time: 3.1521172523s, input_fired_time: 0.0321925394, output_fired_time: 0.0000000000, propagate_forward_time: 2.7965464592, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3233783245
validation[          , genome  3198] predictions:    9490/  10000 (94.90%), best:    9490/10000 (94.90%), error:      1815.08594, best error:      1815.08594 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 41.0401306152s, input_fired_time: 0.3240446746, output_fired_time: 0.2282125056, propagate_forward_time: 16.3918724060, propagate_backward_time: 22.1875839233, weight_update_time: 0.0863102451, other_time: 1.9084167480
epoch time: 3.7645587921s, input_fired_time: 0.0367357619, output_fired_time: 0.0000000000, propagate_forward_time: 3.3754932880, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3523297310
validation[          , genome  3198] predictions:    9464/  10000 (94.64%), best:    9464/10000 (94.64%), error:      1796.87805, best error:      1796.87805 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 41.4220504761s, input_fired_time: 0.3213694990, output_fired_time: 0.2206509411, propagate_forward_time: 16.6404266357, propagate_backward_time: 22.3259983063, weight_update_time: 0.0868625864, other_time: 1.9136066437
epoch time: 3.6589553356s, input_fired_time: 0.0396252498, output_fired_time: 0.0000000000, propagate_forward_time: 3.2754416466, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3438885212
validation[          , genome  3198] predictions:    9453/  10000 (94.53%), best:    9464/10000 (94.64%), error:      1861.05103, best error:      1796.87805 on epoch:    19, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 36.1063575745s, input_fired_time: 0.3010812104, output_fired_time: 0.2019617558, propagate_forward_time: 14.4183797836, propagate_backward_time: 19.3949432373, weight_update_time: 0.0767899081, other_time: 1.7899894714
epoch time: 3.7693083286s, input_fired_time: 0.0374917351, output_fired_time: 0.0000000000, propagate_forward_time: 3.3724265099, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3593900204
validation[          , genome  3198] predictions:    9478/  10000 (94.78%), best:    9478/10000 (94.78%), error:      1781.62415, best error:      1781.62415 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 41.6087379456s, input_fired_time: 0.3273133039, output_fired_time: 0.2299990058, propagate_forward_time: 16.6487503052, propagate_backward_time: 22.4707584381, weight_update_time: 0.0872729868, other_time: 1.9319171906
epoch time: 3.7660834789s, input_fired_time: 0.0366446823, output_fired_time: 0.0000000000, propagate_forward_time: 3.3695127964, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3599259853
validation[          , genome  3198] predictions:    9422/  10000 (94.22%), best:    9478/10000 (94.78%), error:      1939.28723, best error:      1781.62415 on epoch:    21, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 41.8245773315s, input_fired_time: 0.3281293809, output_fired_time: 0.2314340919, propagate_forward_time: 16.7229442596, propagate_backward_time: 22.6101264954, weight_update_time: 0.0879647583, other_time: 1.9319438934
epoch time: 3.7720832825s, input_fired_time: 0.0371334068, output_fired_time: 0.0000000000, propagate_forward_time: 3.3731641769, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3617856503
validation[          , genome  3198] predictions:    9444/  10000 (94.44%), best:    9478/10000 (94.78%), error:      1914.35950, best error:      1781.62415 on epoch:    21, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 42.1244049072s, input_fired_time: 0.3294846117, output_fired_time: 0.2338646948, propagate_forward_time: 16.8180770874, propagate_backward_time: 22.7853317261, weight_update_time: 0.0889216363, other_time: 1.9576492310
epoch time: 3.7509009838s, input_fired_time: 0.0371916369, output_fired_time: 0.0000000000, propagate_forward_time: 3.3612420559, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3524672985
validation[          , genome  3198] predictions:    9503/  10000 (95.03%), best:    9503/10000 (95.03%), error:      1746.66833, best error:      1746.66833 on epoch:    24, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 41.0106468201s, input_fired_time: 0.3243762255, output_fired_time: 0.2275327742, propagate_forward_time: 16.3857421875, propagate_backward_time: 22.1492290497, weight_update_time: 0.0866527036, other_time: 1.9237689972
epoch time: 3.7664785385s, input_fired_time: 0.0368276127, output_fired_time: 0.0000000000, propagate_forward_time: 3.3704555035, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3591954708
validation[          , genome  3198] predictions:    9452/  10000 (94.52%), best:    9503/10000 (95.03%), error:      1845.06604, best error:      1746.66833 on epoch:    24, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 42.0773353577s, input_fired_time: 0.3295043409, output_fired_time: 0.2335756272, propagate_forward_time: 16.8013362885, propagate_backward_time: 22.7724895477, weight_update_time: 0.0888966471, other_time: 1.9404296875
epoch time: 3.7581689358s, input_fired_time: 0.0368732698, output_fired_time: 0.0000000000, propagate_forward_time: 3.3630094528, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3582861423
validation[          , genome  3198] predictions:    9441/  10000 (94.41%), best:    9503/10000 (95.03%), error:      1827.92615, best error:      1746.66833 on epoch:    24, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 41.0710372925s, input_fired_time: 0.3240457475, output_fired_time: 0.2277589142, propagate_forward_time: 16.4093284607, propagate_backward_time: 22.1954708099, weight_update_time: 0.0865650401, other_time: 1.9144306183
epoch time: 3.5483684540s, input_fired_time: 0.0351395197, output_fired_time: 0.0000000000, propagate_forward_time: 3.1648938656, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3483350277
validation[          , genome  3198] predictions:    9423/  10000 (94.23%), best:    9503/10000 (95.03%), error:      1939.47266, best error:      1746.66833 on epoch:    24, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 39.6111869812s, input_fired_time: 0.3170840144, output_fired_time: 0.2192602307, propagate_forward_time: 15.8257446289, propagate_backward_time: 21.3755855560, weight_update_time: 0.0833707899, other_time: 1.8735103607
epoch time: 3.7480330467s, input_fired_time: 0.0365785994, output_fired_time: 0.0000000000, propagate_forward_time: 3.3604791164, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3509752750
validation[          , genome  3198] predictions:    9369/  10000 (93.69%), best:    9503/10000 (95.03%), error:      2012.90100, best error:      1746.66833 on epoch:    24, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 41.7764930725s, input_fired_time: 0.3281129301, output_fired_time: 0.2300054729, propagate_forward_time: 16.7124500275, propagate_backward_time: 22.5657310486, weight_update_time: 0.0881953388, other_time: 1.9401912689
epoch time: 3.7682638168s, input_fired_time: 0.0373683609, output_fired_time: 0.0000000000, propagate_forward_time: 3.3720898628, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3588056564
validation[          , genome  3198] predictions:    9491/  10000 (94.91%), best:    9491/10000 (94.91%), error:      1742.48157, best error:      1742.48157 on epoch:    29, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 39.8506355286s, input_fired_time: 0.3178597093, output_fired_time: 0.2199983001, propagate_forward_time: 15.8957099915, propagate_backward_time: 21.5368518829, weight_update_time: 0.0836840048, other_time: 1.8802165985
epoch time: 3.7631604671s, input_fired_time: 0.0374423936, output_fired_time: 0.0000000000, propagate_forward_time: 3.3651242256, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3605937958
validation[          , genome  3198] predictions:    9485/  10000 (94.85%), best:    9485/10000 (94.85%), error:      1717.21216, best error:      1717.21216 on epoch:    30, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 41.1294326782s, input_fired_time: 0.3249862492, output_fired_time: 0.2281323671, propagate_forward_time: 16.4214401245, propagate_backward_time: 22.2464237213, weight_update_time: 0.0867933184, other_time: 1.9084491730
epoch time: 3.7087042332s, input_fired_time: 0.0366162062, output_fired_time: 0.0000000000, propagate_forward_time: 3.3168094158, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3552787304
validation[          , genome  3198] predictions:    9491/  10000 (94.91%), best:    9485/10000 (94.85%), error:      1742.57849, best error:      1717.21216 on epoch:    30, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 42.0822601318s, input_fired_time: 0.3315126002, output_fired_time: 0.2337425947, propagate_forward_time: 16.8079719543, propagate_backward_time: 22.7499389648, weight_update_time: 0.0891131088, other_time: 1.9590950012
epoch time: 3.7511997223s, input_fired_time: 0.0377615690, output_fired_time: 0.0000000000, propagate_forward_time: 3.3600461483, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3533918858
validation[          , genome  3198] predictions:    9481/  10000 (94.81%), best:    9485/10000 (94.85%), error:      1744.58069, best error:      1717.21216 on epoch:    30, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 42.0761032104s, input_fired_time: 0.3313701451, output_fired_time: 0.2329020947, propagate_forward_time: 16.8180274963, propagate_backward_time: 22.7398319244, weight_update_time: 0.0887125805, other_time: 1.9539699554
epoch time: 3.7616724968s, input_fired_time: 0.0371465012, output_fired_time: 0.0000000000, propagate_forward_time: 3.3658452034, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3586807251
validation[          , genome  3198] predictions:    9470/  10000 (94.70%), best:    9485/10000 (94.85%), error:      1809.31360, best error:      1717.21216 on epoch:    30, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 41.9963760376s, input_fired_time: 0.3309589624, output_fired_time: 0.2315983474, propagate_forward_time: 16.8029956818, propagate_backward_time: 22.6911849976, weight_update_time: 0.0880634412, other_time: 1.9396381378
epoch time: 3.7614774704s, input_fired_time: 0.0372663513, output_fired_time: 0.0000000000, propagate_forward_time: 3.3666121960, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3575990200
validation[          , genome  3198] predictions:    9488/  10000 (94.88%), best:    9485/10000 (94.85%), error:      1749.89062, best error:      1717.21216 on epoch:    30, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 40.9494285583s, input_fired_time: 0.3257823586, output_fired_time: 0.2268513739, propagate_forward_time: 16.3746166229, propagate_backward_time: 22.1149158478, weight_update_time: 0.0863156393, other_time: 1.9072608948
epoch time: 3.1856698990s, input_fired_time: 0.0335145593, output_fired_time: 0.0000000000, propagate_forward_time: 2.8299088478, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3222465515
validation[          , genome  3198] predictions:    9483/  10000 (94.83%), best:    9485/10000 (94.85%), error:      1757.07874, best error:      1717.21216 on epoch:    30, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 41.9454689026s, input_fired_time: 0.3288035095, output_fired_time: 0.2313065231, propagate_forward_time: 16.7567844391, propagate_backward_time: 22.6779460907, weight_update_time: 0.0880794227, other_time: 1.9506263733
epoch time: 3.7577614784s, input_fired_time: 0.0379819535, output_fired_time: 0.0000000000, propagate_forward_time: 3.3660681248, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3537113667
validation[          , genome  3198] predictions:    9472/  10000 (94.72%), best:    9485/10000 (94.85%), error:      1819.43689, best error:      1717.21216 on epoch:    30, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 41.2648010254s, input_fired_time: 0.3272207677, output_fired_time: 0.2272311002, propagate_forward_time: 16.4696311951, propagate_backward_time: 22.3125095367, weight_update_time: 0.0866979659, other_time: 1.9282093048
epoch time: 3.7720878124s, input_fired_time: 0.0371858701, output_fired_time: 0.0000000000, propagate_forward_time: 3.3758985996, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3590033054
validation[          , genome  3198] predictions:    9367/  10000 (93.67%), best:    9485/10000 (94.85%), error:      2157.30298, best error:      1717.21216 on epoch:    30, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 42.0230140686s, input_fired_time: 0.3308052719, output_fired_time: 0.2319439799, propagate_forward_time: 16.8023395538, propagate_backward_time: 22.7205677032, weight_update_time: 0.0879771933, other_time: 1.9373550415
epoch time: 3.7746460438s, input_fired_time: 0.0373697989, output_fired_time: 0.0000000000, propagate_forward_time: 3.3784832954, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3587930202
validation[          , genome  3198] predictions:    9473/  10000 (94.73%), best:    9473/10000 (94.73%), error:      1705.90723, best error:      1705.90723 on epoch:    38, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 40.9025154114s, input_fired_time: 0.3216678500, output_fired_time: 0.2197910845, propagate_forward_time: 16.3946018219, propagate_backward_time: 22.0760116577, weight_update_time: 0.0859346762, other_time: 1.8904438019
epoch time: 3.7660768032s, input_fired_time: 0.0375889353, output_fired_time: 0.0000000000, propagate_forward_time: 3.3692555428, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3592324257
validation[          , genome  3198] predictions:    9434/  10000 (94.34%), best:    9473/10000 (94.73%), error:      1872.66687, best error:      1705.90723 on epoch:    38, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 40.0436401367s, input_fired_time: 0.3221432865, output_fired_time: 0.2221364528, propagate_forward_time: 16.0001220703, propagate_backward_time: 21.6069183350, weight_update_time: 0.0844318122, other_time: 1.8923187256
epoch time: 3.6971940994s, input_fired_time: 0.0375261717, output_fired_time: 0.0000000000, propagate_forward_time: 3.3103194237, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3493485451
validation[          , genome  3198] predictions:    9426/  10000 (94.26%), best:    9473/10000 (94.73%), error:      1923.42554, best error:      1705.90723 on epoch:    38, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 41.0906181335s, input_fired_time: 0.3274548948, output_fired_time: 0.2269048542, propagate_forward_time: 16.4295616150, propagate_backward_time: 22.1848964691, weight_update_time: 0.0862783715, other_time: 1.9218006134
epoch time: 3.7643117905s, input_fired_time: 0.0372286849, output_fired_time: 0.0000000000, propagate_forward_time: 3.3682494164, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3588337898
validation[          , genome  3198] predictions:    9473/  10000 (94.73%), best:    9473/10000 (94.73%), error:      1745.44800, best error:      1705.90723 on epoch:    38, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 41.6028060913s, input_fired_time: 0.3299126327, output_fired_time: 0.2301844060, propagate_forward_time: 16.6206893921, propagate_backward_time: 22.4929656982, weight_update_time: 0.0873456001, other_time: 1.9290542603
epoch time: 3.4360492229s, input_fired_time: 0.0353487022, output_fired_time: 0.0000000000, propagate_forward_time: 3.0626153946, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3380851746
validation[          , genome  3198] predictions:    9447/  10000 (94.47%), best:    9473/10000 (94.73%), error:      1874.23474, best error:      1705.90723 on epoch:    38, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 41.5773239136s, input_fired_time: 0.3297598660, output_fired_time: 0.2302982360, propagate_forward_time: 16.6210308075, propagate_backward_time: 22.4852695465, weight_update_time: 0.0874315426, other_time: 1.9109649658
epoch time: 3.1061224937s, input_fired_time: 0.0330817737, output_fired_time: 0.0000000000, propagate_forward_time: 2.7553606033, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3176801205
validation[          , genome  3198] predictions:    9449/  10000 (94.49%), best:    9473/10000 (94.73%), error:      1808.75964, best error:      1705.90723 on epoch:    38, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 40.8763542175s, input_fired_time: 0.3275786340, output_fired_time: 0.2273821533, propagate_forward_time: 16.3742256165, propagate_backward_time: 22.0267066956, weight_update_time: 0.0855071098, other_time: 1.9204597473
epoch time: 3.7752058506s, input_fired_time: 0.0377061218, output_fired_time: 0.0000000000, propagate_forward_time: 3.3826084137, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3548913002
validation[          , genome  3198] predictions:    9441/  10000 (94.41%), best:    9473/10000 (94.73%), error:      1897.44360, best error:      1705.90723 on epoch:    38, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 41.8723487854s, input_fired_time: 0.3311451972, output_fired_time: 0.2313334048, propagate_forward_time: 16.7350711823, propagate_backward_time: 22.6346855164, weight_update_time: 0.0878319293, other_time: 1.9401111603
epoch time: 3.7585878372s, input_fired_time: 0.0376239680, output_fired_time: 0.0000000000, propagate_forward_time: 3.3688480854, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3521158695
validation[          , genome  3198] predictions:    9480/  10000 (94.80%), best:    9473/10000 (94.73%), error:      1716.24585, best error:      1705.90723 on epoch:    38, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 41.9023246765s, input_fired_time: 0.3277991712, output_fired_time: 0.2223814428, propagate_forward_time: 16.8538551331, propagate_backward_time: 22.5845050812, weight_update_time: 0.0876832902, other_time: 1.9137821198
epoch time: 3.7644929886s, input_fired_time: 0.0380790755, output_fired_time: 0.0000000000, propagate_forward_time: 3.3679449558, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3584690094
validation[          , genome  3198] predictions:    9536/  10000 (95.36%), best:    9536/10000 (95.36%), error:      1646.17822, best error:      1646.17822 on epoch:    46, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 42.0580139160s, input_fired_time: 0.3329148293, output_fired_time: 0.2322122455, propagate_forward_time: 16.8362007141, propagate_backward_time: 22.7284069061, weight_update_time: 0.0881461725, other_time: 1.9282779694
epoch time: 3.7692019939s, input_fired_time: 0.0375134163, output_fired_time: 0.0000000000, propagate_forward_time: 3.3627309799, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3689575195
validation[          , genome  3198] predictions:    9489/  10000 (94.89%), best:    9536/10000 (95.36%), error:      1685.66516, best error:      1646.17822 on epoch:    46, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 41.9871978760s, input_fired_time: 0.3317621350, output_fired_time: 0.2289574444, propagate_forward_time: 16.7547721863, propagate_backward_time: 22.7287902832, weight_update_time: 0.0880699977, other_time: 1.9429168701
epoch time: 3.7498695850s, input_fired_time: 0.0379361212, output_fired_time: 0.0000000000, propagate_forward_time: 3.3582031727, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3537302017
validation[          , genome  3198] predictions:    9505/  10000 (95.05%), best:    9536/10000 (95.36%), error:      1694.27722, best error:      1646.17822 on epoch:    46, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 41.9138374329s, input_fired_time: 0.3328522742, output_fired_time: 0.2308843732, propagate_forward_time: 16.7428760529, propagate_backward_time: 22.6656703949, weight_update_time: 0.0878354609, other_time: 1.9415550232
epoch time: 3.7573938370s, input_fired_time: 0.0379097052, output_fired_time: 0.0000000000, propagate_forward_time: 3.3620133400, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3574707508
validation[          , genome  3198] predictions:    9461/  10000 (94.61%), best:    9536/10000 (95.36%), error:      1811.71033, best error:      1646.17822 on epoch:    46, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 41.7052574158s, input_fired_time: 0.3310992718, output_fired_time: 0.2302078903, propagate_forward_time: 16.6760692596, propagate_backward_time: 22.5365829468, weight_update_time: 0.0873382464, other_time: 1.9312953949
epoch time: 3.6643843651s, input_fired_time: 0.0366278328, output_fired_time: 0.0000000000, propagate_forward_time: 3.2751507759, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3526058197
validation[          , genome  3198] predictions:    9477/  10000 (94.77%), best:    9536/10000 (95.36%), error:      1711.63013, best error:      1646.17822 on epoch:    46, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 41.8610649109s, input_fired_time: 0.3329230547, output_fired_time: 0.2324710488, propagate_forward_time: 16.7275619507, propagate_backward_time: 22.6476173401, weight_update_time: 0.0881296024, other_time: 1.9204902649
epoch time: 3.7605910301s, input_fired_time: 0.0376969576, output_fired_time: 0.0000000000, propagate_forward_time: 3.3658418655, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3570523262
validation[          , genome  3198] predictions:    9498/  10000 (94.98%), best:    9536/10000 (95.36%), error:      1690.42151, best error:      1646.17822 on epoch:    46, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 41.7033271790s, input_fired_time: 0.3321840167, output_fired_time: 0.2314463407, propagate_forward_time: 16.6459312439, propagate_backward_time: 22.5560798645, weight_update_time: 0.0878009424, other_time: 1.9376869202
epoch time: 3.7624650002s, input_fired_time: 0.0379934385, output_fired_time: 0.0000000000, propagate_forward_time: 3.3705189228, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3539526463
validation[          , genome  3198] predictions:    9474/  10000 (94.74%), best:    9536/10000 (95.36%), error:      1727.88757, best error:      1646.17822 on epoch:    46, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 42.2442474365s, input_fired_time: 0.3361551762, output_fired_time: 0.2342529297, propagate_forward_time: 16.8527927399, propagate_backward_time: 22.8626613617, weight_update_time: 0.0892043710, other_time: 1.9583854675
epoch time: 3.7704973221s, input_fired_time: 0.0383833982, output_fired_time: 0.0000000000, propagate_forward_time: 3.3722820282, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3598318100
validation[          , genome  3198] predictions:    9465/  10000 (94.65%), best:    9536/10000 (95.36%), error:      1801.62659, best error:      1646.17822 on epoch:    46, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 42.1689491272s, input_fired_time: 0.3354569972, output_fired_time: 0.2337651551, propagate_forward_time: 16.8502941132, propagate_backward_time: 22.8285617828, weight_update_time: 0.0890266448, other_time: 1.9208717346
epoch time: 3.7571606636s, input_fired_time: 0.0380650796, output_fired_time: 0.0000000000, propagate_forward_time: 3.3729972839, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3460981846
validation[          , genome  3198] predictions:    9534/  10000 (95.34%), best:    9534/10000 (95.34%), error:      1587.10010, best error:      1587.10010 on epoch:    54, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 41.9648208618s, input_fired_time: 0.3297034204, output_fired_time: 0.2242990136, propagate_forward_time: 16.8499584198, propagate_backward_time: 22.6479854584, weight_update_time: 0.0881873816, other_time: 1.9128723145
epoch time: 3.7682664394s, input_fired_time: 0.0382231548, output_fired_time: 0.0000000000, propagate_forward_time: 3.3706839085, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3593592644
validation[          , genome  3198] predictions:    9515/  10000 (95.15%), best:    9534/10000 (95.34%), error:      1684.46423, best error:      1587.10010 on epoch:    54, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 42.1155548096s, input_fired_time: 0.3360888958, output_fired_time: 0.2338417172, propagate_forward_time: 16.8049182892, propagate_backward_time: 22.7957191467, weight_update_time: 0.0889742300, other_time: 1.9449863434
epoch time: 3.7632369995s, input_fired_time: 0.0387204513, output_fired_time: 0.0000000000, propagate_forward_time: 3.3713259697, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3531906605
validation[          , genome  3198] predictions:    9503/  10000 (95.03%), best:    9534/10000 (95.34%), error:      1682.09338, best error:      1587.10010 on epoch:    54, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 42.1950111389s, input_fired_time: 0.3357141018, output_fired_time: 0.2337504923, propagate_forward_time: 16.8610534668, propagate_backward_time: 22.8434906006, weight_update_time: 0.0890541077, other_time: 1.9210052490
epoch time: 3.7654788494s, input_fired_time: 0.0384101942, output_fired_time: 0.0000000000, propagate_forward_time: 3.3736810684, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3533875942
validation[          , genome  3198] predictions:    9499/  10000 (94.99%), best:    9534/10000 (95.34%), error:      1702.20129, best error:      1587.10010 on epoch:    54, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 41.7530250549s, input_fired_time: 0.3331722319, output_fired_time: 0.2314280719, propagate_forward_time: 16.6623382568, propagate_backward_time: 22.5871944427, weight_update_time: 0.0882295892, other_time: 1.9388942719
epoch time: 3.7629840374s, input_fired_time: 0.0383390523, output_fired_time: 0.0000000000, propagate_forward_time: 3.3659904003, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3586544991
validation[          , genome  3198] predictions:    9502/  10000 (95.02%), best:    9534/10000 (95.34%), error:      1673.01294, best error:      1587.10010 on epoch:    54, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 40.2410697937s, input_fired_time: 0.3263967931, output_fired_time: 0.2225146443, propagate_forward_time: 16.1041660309, propagate_backward_time: 21.7030773163, weight_update_time: 0.0846732110, other_time: 1.8849143982
epoch time: 3.7629761696s, input_fired_time: 0.0381240994, output_fired_time: 0.0000000000, propagate_forward_time: 3.3661301136, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3587219715
validation[          , genome  3198] predictions:    9521/  10000 (95.21%), best:    9534/10000 (95.34%), error:      1618.48657, best error:      1587.10010 on epoch:    54, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 41.9646682739s, input_fired_time: 0.3347205520, output_fired_time: 0.2316901386, propagate_forward_time: 16.7875347137, propagate_backward_time: 22.6798629761, weight_update_time: 0.0878389701, other_time: 1.9308605194
epoch time: 3.7565314770s, input_fired_time: 0.0384259969, output_fired_time: 0.0000000000, propagate_forward_time: 3.3668005466, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3513050079
validation[          , genome  3198] predictions:    9510/  10000 (95.10%), best:    9534/10000 (95.34%), error:      1665.03442, best error:      1587.10010 on epoch:    54, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 42.0395317078s, input_fired_time: 0.3344062269, output_fired_time: 0.2317207158, propagate_forward_time: 16.8082599640, propagate_backward_time: 22.7181167603, weight_update_time: 0.0880551413, other_time: 1.9470272064
epoch time: 3.7585966587s, input_fired_time: 0.0377284102, output_fired_time: 0.0000000000, propagate_forward_time: 3.3629691601, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3578991890
validation[          , genome  3198] predictions:    9497/  10000 (94.97%), best:    9534/10000 (95.34%), error:      1648.61694, best error:      1587.10010 on epoch:    54, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 41.3404655457s, input_fired_time: 0.3321128786, output_fired_time: 0.2291194350, propagate_forward_time: 16.5335712433, propagate_backward_time: 22.3493404388, weight_update_time: 0.0868720412, other_time: 1.8963241577
epoch time: 3.7627024651s, input_fired_time: 0.0386690907, output_fired_time: 0.0000000000, propagate_forward_time: 3.3711040020, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3529293537
validation[          , genome  3198] predictions:    9524/  10000 (95.24%), best:    9524/10000 (95.24%), error:      1585.31018, best error:      1585.31018 on epoch:    62, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 42.1470260620s, input_fired_time: 0.3373077810, output_fired_time: 0.2342691272, propagate_forward_time: 16.8280887604, propagate_backward_time: 22.8031425476, weight_update_time: 0.0890704393, other_time: 1.9442195892
epoch time: 3.7727942467s, input_fired_time: 0.0388465896, output_fired_time: 0.0000000000, propagate_forward_time: 3.3730275631, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3609201908
validation[          , genome  3198] predictions:    9517/  10000 (95.17%), best:    9524/10000 (95.24%), error:      1655.08618, best error:      1585.31018 on epoch:    62, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 41.7437286377s, input_fired_time: 0.3334934413, output_fired_time: 0.2272063792, propagate_forward_time: 16.7193393707, propagate_backward_time: 22.5440235138, weight_update_time: 0.0880630314, other_time: 1.9196662903
epoch time: 3.7605931759s, input_fired_time: 0.0383804142, output_fired_time: 0.0000000000, propagate_forward_time: 3.3713912964, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3508214951
validation[          , genome  3198] predictions:    9496/  10000 (94.96%), best:    9524/10000 (95.24%), error:      1712.00061, best error:      1585.31018 on epoch:    62, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 41.2831840515s, input_fired_time: 0.3315865695, output_fired_time: 0.2263787389, propagate_forward_time: 16.5139923096, propagate_backward_time: 22.2869739532, weight_update_time: 0.0869309008, other_time: 1.9242534637
epoch time: 3.7682478428s, input_fired_time: 0.0388403796, output_fired_time: 0.0000000000, propagate_forward_time: 3.3729760647, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3564314842
validation[          , genome  3198] predictions:    9513/  10000 (95.13%), best:    9524/10000 (95.24%), error:      1710.16980, best error:      1585.31018 on epoch:    62, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 41.1099395752s, input_fired_time: 0.3317908645, output_fired_time: 0.2276786715, propagate_forward_time: 16.4224262238, propagate_backward_time: 22.1990509033, weight_update_time: 0.0943034142, other_time: 1.9289913177
epoch time: 3.7650887966s, input_fired_time: 0.0384405926, output_fired_time: 0.0000000000, propagate_forward_time: 3.3675742149, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3590738773
validation[          , genome  3198] predictions:    9509/  10000 (95.09%), best:    9524/10000 (95.24%), error:      1618.88330, best error:      1585.31018 on epoch:    62, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 41.8714981079s, input_fired_time: 0.3416131735, output_fired_time: 0.2312818915, propagate_forward_time: 16.7476615906, propagate_backward_time: 22.6102695465, weight_update_time: 0.0878979042, other_time: 1.9406719208
epoch time: 3.7089140415s, input_fired_time: 0.0383935757, output_fired_time: 0.0000000000, propagate_forward_time: 3.3148112297, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3557093143
validation[          , genome  3198] predictions:    9484/  10000 (94.84%), best:    9524/10000 (95.24%), error:      1648.81067, best error:      1585.31018 on epoch:    62, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 40.9613037109s, input_fired_time: 0.3311902881, output_fired_time: 0.2280066311, propagate_forward_time: 16.3518962860, propagate_backward_time: 22.1551208496, weight_update_time: 0.0862503350, other_time: 1.8950862885
epoch time: 3.7320547104s, input_fired_time: 0.0382766090, output_fired_time: 0.0000000000, propagate_forward_time: 3.3396649361, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3541131020
validation[          , genome  3198] predictions:    9479/  10000 (94.79%), best:    9524/10000 (95.24%), error:      1678.45825, best error:      1585.31018 on epoch:    62, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 42.0678939819s, input_fired_time: 0.3373682499, output_fired_time: 0.2322999239, propagate_forward_time: 16.8051643372, propagate_backward_time: 22.7448978424, weight_update_time: 0.0888140351, other_time: 1.9481639862
epoch time: 3.7529919147s, input_fired_time: 0.0384632982, output_fired_time: 0.0000000000, propagate_forward_time: 3.3605999947, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3539285660
validation[          , genome  3198] predictions:    9501/  10000 (95.01%), best:    9524/10000 (95.24%), error:      1661.53088, best error:      1585.31018 on epoch:    62, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 42.0625343323s, input_fired_time: 0.3370680809, output_fired_time: 0.2330120802, propagate_forward_time: 16.7996673584, propagate_backward_time: 22.7525253296, weight_update_time: 0.0885289907, other_time: 1.9402618408
epoch time: 3.7318816185s, input_fired_time: 0.0385754481, output_fired_time: 0.0000000000, propagate_forward_time: 3.3365731239, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3567330837
validation[          , genome  3198] predictions:    9533/  10000 (95.33%), best:    9524/10000 (95.24%), error:      1597.67053, best error:      1585.31018 on epoch:    62, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 38.7916641235s, input_fired_time: 0.3209429979, output_fired_time: 0.2131737322, propagate_forward_time: 15.5273542404, propagate_backward_time: 20.8838233948, weight_update_time: 0.0815328509, other_time: 1.8463706970
epoch time: 3.7653548717s, input_fired_time: 0.0388798304, output_fired_time: 0.0000000000, propagate_forward_time: 3.3681731224, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3583018780
validation[          , genome  3198] predictions:    9477/  10000 (94.77%), best:    9524/10000 (95.24%), error:      1769.58569, best error:      1585.31018 on epoch:    62, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 42.0803604126s, input_fired_time: 0.3379150629, output_fired_time: 0.2317917049, propagate_forward_time: 16.8365707397, propagate_backward_time: 22.7400245667, weight_update_time: 0.0884246826, other_time: 1.9340591431
epoch time: 3.7607815266s, input_fired_time: 0.0389400907, output_fired_time: 0.0000000000, propagate_forward_time: 3.3658061028, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3560352325
validation[          , genome  3198] predictions:    9519/  10000 (95.19%), best:    9524/10000 (95.24%), error:      1674.18298, best error:      1585.31018 on epoch:    62, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 41.4728622437s, input_fired_time: 0.3353248239, output_fired_time: 0.2282263339, propagate_forward_time: 16.5859661102, propagate_backward_time: 22.3934116364, weight_update_time: 0.0871138647, other_time: 1.9299354553
epoch time: 3.7586996555s, input_fired_time: 0.0391106158, output_fired_time: 0.0000000000, propagate_forward_time: 3.3645961285, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3549928665
validation[          , genome  3198] predictions:    9517/  10000 (95.17%), best:    9524/10000 (95.24%), error:      1652.72913, best error:      1585.31018 on epoch:    62, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 42.1566886902s, input_fired_time: 0.3398683667, output_fired_time: 0.2344097793, propagate_forward_time: 16.8570671082, propagate_backward_time: 22.7716426849, weight_update_time: 0.0888749659, other_time: 1.9537029266
epoch time: 3.7606723309s, input_fired_time: 0.0385073386, output_fired_time: 0.0000000000, propagate_forward_time: 3.3637166023, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3584485054
validation[          , genome  3198] predictions:    9549/  10000 (95.49%), best:    9549/10000 (95.49%), error:      1546.95264, best error:      1546.95264 on epoch:    74, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 41.9586677551s, input_fired_time: 0.3380779028, output_fired_time: 0.2333666980, propagate_forward_time: 16.7667865753, propagate_backward_time: 22.6746444702, weight_update_time: 0.0884266868, other_time: 1.9457912445
epoch time: 3.7754402161s, input_fired_time: 0.0389109366, output_fired_time: 0.0000000000, propagate_forward_time: 3.3764810562, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3600482941
validation[          , genome  3198] predictions:    9510/  10000 (95.10%), best:    9549/10000 (95.49%), error:      1591.46118, best error:      1546.95264 on epoch:    74, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 41.0294151306s, input_fired_time: 0.3347307742, output_fired_time: 0.2279263139, propagate_forward_time: 16.3836479187, propagate_backward_time: 22.1796798706, weight_update_time: 0.0873387083, other_time: 1.9034271240
epoch time: 3.7618625164s, input_fired_time: 0.0387341790, output_fired_time: 0.0000000000, propagate_forward_time: 3.3655073643, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3576209545
validation[          , genome  3198] predictions:    9523/  10000 (95.23%), best:    9549/10000 (95.49%), error:      1617.65979, best error:      1546.95264 on epoch:    74, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 41.5961990356s, input_fired_time: 0.3370578587, output_fired_time: 0.2304065526, propagate_forward_time: 16.6214656830, propagate_backward_time: 22.4681453705, weight_update_time: 0.0873652548, other_time: 1.9391212463
epoch time: 3.7629196644s, input_fired_time: 0.0388996638, output_fired_time: 0.0000000000, propagate_forward_time: 3.3709681034, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3530519009
validation[          , genome  3198] predictions:    9531/  10000 (95.31%), best:    9549/10000 (95.49%), error:      1603.56836, best error:      1546.95264 on epoch:    74, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 42.1923294067s, input_fired_time: 0.3404104412, output_fired_time: 0.2334752828, propagate_forward_time: 16.9206962585, propagate_backward_time: 22.7402534485, weight_update_time: 0.0880659893, other_time: 1.9574928284
epoch time: 3.7646348476s, input_fired_time: 0.0390746668, output_fired_time: 0.0000000000, propagate_forward_time: 3.3704798222, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3550803661
validation[          , genome  3198] predictions:    9528/  10000 (95.28%), best:    9549/10000 (95.49%), error:      1599.26990, best error:      1546.95264 on epoch:    74, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 39.9382171631s, input_fired_time: 0.3260048032, output_fired_time: 0.2163731903, propagate_forward_time: 16.0023193359, propagate_backward_time: 21.5195236206, weight_update_time: 0.0841732472, other_time: 1.8739967346
epoch time: 3.4942839146s, input_fired_time: 0.0371180736, output_fired_time: 0.0000000000, propagate_forward_time: 3.1150021553, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3421638012
validation[          , genome  3198] predictions:    9503/  10000 (95.03%), best:    9549/10000 (95.49%), error:      1707.58337, best error:      1546.95264 on epoch:    74, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 41.7038688660s, input_fired_time: 0.3357237875, output_fired_time: 0.2289065272, propagate_forward_time: 16.6984252930, propagate_backward_time: 22.5282173157, weight_update_time: 0.0874272138, other_time: 1.9125976562
epoch time: 3.7567653656s, input_fired_time: 0.0392028801, output_fired_time: 0.0000000000, propagate_forward_time: 3.3583769798, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3591854572
validation[          , genome  3198] predictions:    9525/  10000 (95.25%), best:    9549/10000 (95.49%), error:      1594.09009, best error:      1546.95264 on epoch:    74, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 42.0679283142s, input_fired_time: 0.3379669189, output_fired_time: 0.2297932953, propagate_forward_time: 16.7801761627, propagate_backward_time: 22.7631320953, weight_update_time: 0.0881665051, other_time: 1.9568595886
epoch time: 3.7524161339s, input_fired_time: 0.0392082110, output_fired_time: 0.0000000000, propagate_forward_time: 3.3588495255, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3543584347
validation[          , genome  3198] predictions:    9535/  10000 (95.35%), best:    9549/10000 (95.49%), error:      1565.03833, best error:      1546.95264 on epoch:    74, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 40.1838798523s, input_fired_time: 0.3306973875, output_fired_time: 0.2226661146, propagate_forward_time: 16.0162525177, propagate_backward_time: 21.7133274078, weight_update_time: 0.0847818181, other_time: 1.9009361267
epoch time: 3.7574634552s, input_fired_time: 0.0392920524, output_fired_time: 0.0000000000, propagate_forward_time: 3.3609011173, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3572702408
validation[          , genome  3198] predictions:    9533/  10000 (95.33%), best:    9549/10000 (95.49%), error:      1560.61047, best error:      1546.95264 on epoch:    74, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 40.3551177979s, input_fired_time: 0.3311001956, output_fired_time: 0.2246540487, propagate_forward_time: 16.1203327179, propagate_backward_time: 21.7874031067, weight_update_time: 0.0851920620, other_time: 1.8916263580
epoch time: 3.7741053104s, input_fired_time: 0.0393362865, output_fired_time: 0.0000000000, propagate_forward_time: 3.3753285408, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3594405651
validation[          , genome  3198] predictions:    9520/  10000 (95.20%), best:    9549/10000 (95.49%), error:      1600.14404, best error:      1546.95264 on epoch:    74, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 42.1832427979s, input_fired_time: 0.3399669230, output_fired_time: 0.2331554890, propagate_forward_time: 16.8351459503, propagate_backward_time: 22.8474979401, weight_update_time: 0.0885227770, other_time: 1.9274787903
epoch time: 3.7619676590s, input_fired_time: 0.0390653908, output_fired_time: 0.0000000000, propagate_forward_time: 3.3650321960, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3578701019
validation[          , genome  3198] predictions:    9484/  10000 (94.84%), best:    9549/10000 (95.49%), error:      1674.14514, best error:      1546.95264 on epoch:    74, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 41.4679298401s, input_fired_time: 0.3372813165, output_fired_time: 0.2301993221, propagate_forward_time: 16.5492668152, propagate_backward_time: 22.4204807281, weight_update_time: 0.0873946622, other_time: 1.9307041168
epoch time: 3.5680582523s, input_fired_time: 0.0377364568, output_fired_time: 0.0000000000, propagate_forward_time: 3.1883366108, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3419852257
validation[          , genome  3198] predictions:    9484/  10000 (94.84%), best:    9549/10000 (95.49%), error:      1708.55835, best error:      1546.95264 on epoch:    74, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 41.5338134766s, input_fired_time: 0.3421633542, output_fired_time: 0.2303361893, propagate_forward_time: 16.5946159363, propagate_backward_time: 22.4363231659, weight_update_time: 0.0874035135, other_time: 1.9303760529
epoch time: 3.7705197334s, input_fired_time: 0.0384920873, output_fired_time: 0.0000000000, propagate_forward_time: 3.3725945950, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3594329357
validation[          , genome  3198] predictions:    9303/  10000 (93.03%), best:    9549/10000 (95.49%), error:      2246.96851, best error:      1546.95264 on epoch:    74, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 41.5228233337s, input_fired_time: 0.3382249475, output_fired_time: 0.2359437793, propagate_forward_time: 16.5758209229, propagate_backward_time: 22.4347572327, weight_update_time: 0.0877032503, other_time: 1.9380760193
epoch time: 3.7669000626s, input_fired_time: 0.0394611023, output_fired_time: 0.0000000000, propagate_forward_time: 3.3685107231, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3589282036
validation[          , genome  3198] predictions:    9537/  10000 (95.37%), best:    9549/10000 (95.49%), error:      1551.70581, best error:      1546.95264 on epoch:    74, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 39.0241546631s, input_fired_time: 0.3254604936, output_fired_time: 0.2171386927, propagate_forward_time: 15.5612974167, propagate_backward_time: 21.0692386627, weight_update_time: 0.0891484320, other_time: 1.8510150909
epoch time: 3.7905507088s, input_fired_time: 0.0393632054, output_fired_time: 0.0000000000, propagate_forward_time: 3.3883028030, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3628847599
validation[          , genome  3198] predictions:    9536/  10000 (95.36%), best:    9549/10000 (95.49%), error:      1577.00330, best error:      1546.95264 on epoch:    74, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 42.0385208130s, input_fired_time: 0.3410537243, output_fired_time: 0.2321951985, propagate_forward_time: 16.7911453247, propagate_backward_time: 22.7261123657, weight_update_time: 0.0881801844, other_time: 1.9480133057
epoch time: 3.7682836056s, input_fired_time: 0.0394606926, output_fired_time: 0.0000000000, propagate_forward_time: 3.3750016689, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3538212776
validation[          , genome  3198] predictions:    9533/  10000 (95.33%), best:    9549/10000 (95.49%), error:      1574.01440, best error:      1546.95264 on epoch:    74, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 38.7310256958s, input_fired_time: 0.3242214918, output_fired_time: 0.2149484903, propagate_forward_time: 15.4648265839, propagate_backward_time: 20.8717174530, weight_update_time: 0.0819753036, other_time: 1.8553123474
epoch time: 3.7712624073s, input_fired_time: 0.0393061079, output_fired_time: 0.0000000000, propagate_forward_time: 3.3733828068, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3585734367
validation[          , genome  3198] predictions:    9536/  10000 (95.36%), best:    9549/10000 (95.49%), error:      1579.59705, best error:      1546.95264 on epoch:    74, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 41.9196701050s, input_fired_time: 0.3405259252, output_fired_time: 0.2315910459, propagate_forward_time: 16.7630348206, propagate_backward_time: 22.6489830017, weight_update_time: 0.0882119462, other_time: 1.9355354309
epoch time: 3.7664864063s, input_fired_time: 0.0390768722, output_fired_time: 0.0000000000, propagate_forward_time: 3.3676609993, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3597486019
validation[          , genome  3198] predictions:    9508/  10000 (95.08%), best:    9549/10000 (95.49%), error:      1686.25427, best error:      1546.95264 on epoch:    74, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 41.4812278748s, input_fired_time: 0.3377816677, output_fired_time: 0.2289821357, propagate_forward_time: 16.5520744324, propagate_backward_time: 22.4437122345, weight_update_time: 0.0871117935, other_time: 1.9186801910
epoch time: 3.7627449036s, input_fired_time: 0.0394142568, output_fired_time: 0.0000000000, propagate_forward_time: 3.3682227135, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3551080227
validation[          , genome  3198] predictions:    9529/  10000 (95.29%), best:    9549/10000 (95.49%), error:      1630.66504, best error:      1546.95264 on epoch:    74, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 41.9173774719s, input_fired_time: 0.3414692581, output_fired_time: 0.2306186557, propagate_forward_time: 16.7625885010, propagate_backward_time: 22.6520080566, weight_update_time: 0.0879243538, other_time: 1.9306945801
epoch time: 3.7503256798s, input_fired_time: 0.0394122005, output_fired_time: 0.0000000000, propagate_forward_time: 3.3594074249, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3515059948
validation[          , genome  3198] predictions:    9526/  10000 (95.26%), best:    9549/10000 (95.49%), error:      1595.74316, best error:      1546.95264 on epoch:    74, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 41.8221282959s, input_fired_time: 0.3360736668, output_fired_time: 0.2230875492, propagate_forward_time: 16.8058090210, propagate_backward_time: 22.5687770844, weight_update_time: 0.0875925198, other_time: 1.8883800507
epoch time: 3.7581231594s, input_fired_time: 0.0391923748, output_fired_time: 0.0000000000, propagate_forward_time: 3.3657877445, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3531429768
validation[          , genome  3198] predictions:    9528/  10000 (95.28%), best:    9549/10000 (95.49%), error:      1596.95691, best error:      1546.95264 on epoch:    74, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 42.1175575256s, input_fired_time: 0.3419695497, output_fired_time: 0.2329091281, propagate_forward_time: 16.8579502106, propagate_backward_time: 22.7679004669, weight_update_time: 0.0882329792, other_time: 1.9168281555
epoch time: 3.7658581734s, input_fired_time: 0.0397639647, output_fired_time: 0.0000000000, propagate_forward_time: 3.3731050491, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3529891968
validation[          , genome  3198] predictions:    9534/  10000 (95.34%), best:    9549/10000 (95.49%), error:      1608.62744, best error:      1546.95264 on epoch:    74, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 42.0047874451s, input_fired_time: 0.3400495648, output_fired_time: 0.2309198231, propagate_forward_time: 16.7968101501, propagate_backward_time: 22.7290534973, weight_update_time: 0.0885155201, other_time: 1.9079551697
epoch time: 3.7644305229s, input_fired_time: 0.0395136438, output_fired_time: 0.0000000000, propagate_forward_time: 3.3723692894, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3525476456
validation[          , genome  3198] predictions:    9522/  10000 (95.22%), best:    9549/10000 (95.49%), error:      1580.54773, best error:      1546.95264 on epoch:    74, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 42.1763114929s, input_fired_time: 0.3419910967, output_fired_time: 0.2338808477, propagate_forward_time: 16.8505058289, propagate_backward_time: 22.8351249695, weight_update_time: 0.0888243392, other_time: 1.9148101807
epoch time: 3.7402722836s, input_fired_time: 0.0394182913, output_fired_time: 0.0000000000, propagate_forward_time: 3.3497691154, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3510849476
validation[          , genome  3198] predictions:    9497/  10000 (94.97%), best:    9549/10000 (95.49%), error:      1645.64124, best error:      1546.95264 on epoch:    74, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 41.8590393066s, input_fired_time: 0.3410321772, output_fired_time: 0.2325131744, propagate_forward_time: 16.7067565918, propagate_backward_time: 22.6702632904, weight_update_time: 0.0883006975, other_time: 1.9084720612
epoch time: 3.7647943497s, input_fired_time: 0.0395352803, output_fired_time: 0.0000000000, propagate_forward_time: 3.3732283115, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3520307541
validation[          , genome  3198] predictions:    9506/  10000 (95.06%), best:    9549/10000 (95.49%), error:      1668.47620, best error:      1546.95264 on epoch:    74, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 42.0175933838s, input_fired_time: 0.3428298533, output_fired_time: 0.2329862267, propagate_forward_time: 16.7803802490, propagate_backward_time: 22.7505130768, weight_update_time: 0.0887985304, other_time: 1.9108829498
epoch time: 3.6613421440s, input_fired_time: 0.0386796705, output_fired_time: 0.0000000000, propagate_forward_time: 3.2775588036, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3451037407
validation[          , genome  3198] predictions:    9504/  10000 (95.04%), best:    9549/10000 (95.49%), error:      1657.58679, best error:      1546.95264 on epoch:    74, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 41.5914497375s, input_fired_time: 0.3403472304, output_fired_time: 0.2319829613, propagate_forward_time: 16.6740589142, propagate_backward_time: 22.4491901398, weight_update_time: 0.0875696838, other_time: 1.8958702087
epoch time: 3.6760542393s, input_fired_time: 0.0388697274, output_fired_time: 0.0000000000, propagate_forward_time: 3.2912993431, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3458852768
validation[          , genome  3198] predictions:    9498/  10000 (94.98%), best:    9549/10000 (95.49%), error:      1677.41113, best error:      1546.95264 on epoch:    74, epoch:  100/100, mu: 0.9870989323, learning_rate: 0.0000740065, weight_decay: 0.0000029603

evaluating best weights on full training data.
evaluting training set with running mean/variance:
epoch time: 18.8461475372s, input_fired_time: 0.1948807389, output_fired_time: 0.0000000000, propagate_forward_time: 16.8563385010, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7949275970
best training[          , genome  3198] predictions:   48503/  50000 (97.01%), best:    9549/10000 (95.49%), error:      5571.25098, best error:      1546.95264 on epoch:    74, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
evaluating best weights on test data.
evaluting test set with running mean/variance:
epoch time: 3.7640190125s, input_fired_time: 0.0381938741, output_fired_time: 0.0000000000, propagate_forward_time: 3.3738861084, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3519389629
   testing[          , genome  3198] predictions:    9609/  10000 (96.09%), best:    9549/10000 (95.49%), error:      1363.22522, best error:      1546.95264 on epoch:    74, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
12:54:54 (70443): called boinc_finish(0)

</stderr_txt>
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