Nameexact_genome_1542579005_187_6281_1
Workunit4098025
Created18 Nov 2018, 23:50:31 UTC
Sent18 Nov 2018, 23:54:42 UTC
Report deadline12 Feb 2019, 5:28:26 UTC
Received21 Nov 2018, 13:09:40 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID71624
Run time23 hours 40 min 47 sec
CPU time23 hours 13 min 50 sec
Validate stateValid
Credit21,307.94
Device peak FLOPS3.44 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34

Stderr output

<core_client_version>7.0.80</core_client_version>
<![CDATA[
<stderr_txt>
0%), best:    6194/10000 (61.94%), error:     16832.22266, best error:     11585.81836 on epoch:     0, epoch:   15/100, mu: 0.7825627923, learning_rate: 0.0000033206, weight_decay: 0.0002659841

epoch time: 1919.8513183594s, input_fired_time: 25.4832286835, output_fired_time: 9.3704719543, propagate_forward_time: 559.8659057617, propagate_backward_time: 1297.4654541016, weight_update_time: 1.4623472691, other_time: 27.6661376953
epoch time: 113.1594238281s, input_fired_time: 0.6838011146, output_fired_time: 0.0000000000, propagate_forward_time: 109.0833282471, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.3922958374
validation[          , genome  6281] predictions:    4625/  10000 (46.25%), best:    6194/10000 (61.94%), error:     16851.24414, best error:     11585.81836 on epoch:     0, epoch:   16/100, mu: 0.7941082716, learning_rate: 0.0000030853, weight_decay: 0.0002519092

epoch time: 1920.6647949219s, input_fired_time: 32.4625015259, output_fired_time: 9.3694429398, propagate_forward_time: 540.0465698242, propagate_backward_time: 1326.2558593750, weight_update_time: 0.4434191585, other_time: 12.5305175781
epoch time: 112.1934051514s, input_fired_time: 1.6865404844, output_fired_time: 0.0000000000, propagate_forward_time: 107.0336990356, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.4731674194
validation[          , genome  6281] predictions:    4730/  10000 (47.30%), best:    6194/10000 (61.94%), error:     16718.34961, best error:     11585.81836 on epoch:     0, epoch:   17/100, mu: 0.8050111532, learning_rate: 0.0000028667, weight_decay: 0.0002385790

epoch time: 1917.9786376953s, input_fired_time: 26.2280635834, output_fired_time: 8.3218402863, propagate_forward_time: 520.3275756836, propagate_backward_time: 1348.6276855469, weight_update_time: 3.4553599358, other_time: 14.4733886719
epoch time: 112.3378372192s, input_fired_time: 0.6915900111, output_fired_time: 0.0000000000, propagate_forward_time: 110.2627334595, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3835144043
validation[          , genome  6281] predictions:    4728/  10000 (47.28%), best:    6194/10000 (61.94%), error:     16685.95898, best error:     11585.81836 on epoch:     0, epoch:   18/100, mu: 0.8153072000, learning_rate: 0.0000026636, weight_decay: 0.0002259543

epoch time: 1921.9151611328s, input_fired_time: 32.4975624084, output_fired_time: 11.3165559769, propagate_forward_time: 567.0587768555, propagate_backward_time: 1291.3239746094, weight_update_time: 0.4529139400, other_time: 19.7182617188
epoch time: 113.4273910522s, input_fired_time: 2.6958675385, output_fired_time: 0.0000000000, propagate_forward_time: 107.3218612671, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.4096603394
validation[          , genome  6281] predictions:    4732/  10000 (47.32%), best:    6194/10000 (61.94%), error:     16770.02148, best error:     11585.81836 on epoch:     0, epoch:   19/100, mu: 0.8250302076, learning_rate: 0.0000024748, weight_decay: 0.0002139976

epoch time: 1928.8529052734s, input_fired_time: 27.3765048981, output_fired_time: 8.1850767136, propagate_forward_time: 529.5033569336, propagate_backward_time: 1339.1096191406, weight_update_time: 2.4550001621, other_time: 24.6784667969
epoch time: 112.5811920166s, input_fired_time: 0.6897364855, output_fired_time: 0.0000000000, propagate_forward_time: 103.5333480835, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 8.3581085205
validation[          , genome  6281] predictions:    4658/  10000 (46.58%), best:    6194/10000 (61.94%), error:     16735.78711, best error:     11585.81836 on epoch:     0, epoch:   20/100, mu: 0.8342120647, learning_rate: 0.0000022995, weight_decay: 0.0002026736

epoch time: 1927.0845947266s, input_fired_time: 25.4480495453, output_fired_time: 13.4004011154, propagate_forward_time: 554.6126098633, propagate_backward_time: 1306.9936523438, weight_update_time: 0.4404972494, other_time: 26.6298828125
epoch time: 113.2457962036s, input_fired_time: 0.6864784360, output_fired_time: 0.0000000000, propagate_forward_time: 109.1625518799, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.3967666626
validation[          , genome  6281] predictions:    4622/  10000 (46.22%), best:    6194/10000 (61.94%), error:     16702.27734, best error:     11585.81836 on epoch:     0, epoch:   21/100, mu: 0.8428828716, learning_rate: 0.0000021365, weight_decay: 0.0001919488

epoch time: 1930.9788818359s, input_fired_time: 27.4161396027, output_fired_time: 21.4087696075, propagate_forward_time: 531.7731323242, propagate_backward_time: 1335.7622070313, weight_update_time: 0.4525650740, other_time: 14.6186523438
epoch time: 114.4970092773s, input_fired_time: 0.6899954081, output_fired_time: 0.0000000000, propagate_forward_time: 111.4261779785, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3808364868
validation[          , genome  6281] predictions:    4685/  10000 (46.85%), best:    6194/10000 (61.94%), error:     16479.23047, best error:     11585.81836 on epoch:     0, epoch:   22/100, mu: 0.8510710597, learning_rate: 0.0000019851, weight_decay: 0.0001817916

epoch time: 1932.8531494141s, input_fired_time: 33.5482902527, output_fired_time: 13.3324117661, propagate_forward_time: 511.1371459961, propagate_backward_time: 1353.9611816406, weight_update_time: 0.4562310874, other_time: 20.8740234375
epoch time: 113.3021545410s, input_fired_time: 2.7097318172, output_fired_time: 0.0000000000, propagate_forward_time: 107.1775207520, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.4149017334
validation[          , genome  6281] predictions:    4686/  10000 (46.86%), best:    6194/10000 (61.94%), error:     16461.76172, best error:     11585.81836 on epoch:     0, epoch:   23/100, mu: 0.8588035107, learning_rate: 0.0000018445, weight_decay: 0.0001721718

epoch time: 1913.3012695313s, input_fired_time: 35.4487075806, output_fired_time: 7.3060617447, propagate_forward_time: 539.2211914063, propagate_backward_time: 1312.7421875000, weight_update_time: 0.4477303326, other_time: 18.5831298828
epoch time: 112.1487274170s, input_fired_time: 0.6842309237, output_fired_time: 0.0000000000, propagate_forward_time: 108.0842056274, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.3802871704
validation[          , genome  6281] predictions:    4761/  10000 (47.61%), best:    6194/10000 (61.94%), error:     16359.69434, best error:     11585.81836 on epoch:     0, epoch:   24/100, mu: 0.8661056161, learning_rate: 0.0000017138, weight_decay: 0.0001630611

epoch time: 1921.5432128906s, input_fired_time: 32.3062858582, output_fired_time: 12.2056112289, propagate_forward_time: 541.6529541016, propagate_backward_time: 1305.6516113281, weight_update_time: 1.4507205486, other_time: 29.7268066406
epoch time: 113.2306594849s, input_fired_time: 1.6835620403, output_fired_time: 0.0000000000, propagate_forward_time: 108.1561965942, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.3908996582
validation[          , genome  6281] predictions:    4761/  10000 (47.61%), best:    6194/10000 (61.94%), error:     16464.17383, best error:     11585.81836 on epoch:     0, epoch:   25/100, mu: 0.8730012774, learning_rate: 0.0000015923, weight_decay: 0.0001544325

epoch time: 1925.2086181641s, input_fired_time: 28.2474937439, output_fired_time: 11.3109159470, propagate_forward_time: 538.5273437500, propagate_backward_time: 1326.5352783203, weight_update_time: 0.4432419538, other_time: 20.5876464844
epoch time: 114.6848297119s, input_fired_time: 2.7049276829, output_fired_time: 0.0000000000, propagate_forward_time: 99.4616165161, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 12.5182876587
validation[          , genome  6281] predictions:    4749/  10000 (47.49%), best:    6194/10000 (61.94%), error:     16328.46680, best error:     11585.81836 on epoch:     0, epoch:   26/100, mu: 0.8795131445, learning_rate: 0.0000014795, weight_decay: 0.0001462604

epoch time: 1931.8559570313s, input_fired_time: 33.4141845703, output_fired_time: 10.3383712769, propagate_forward_time: 537.9648437500, propagate_backward_time: 1328.4417724609, weight_update_time: 2.4578638077, other_time: 21.6967773438
epoch time: 114.6682815552s, input_fired_time: 0.6899488568, output_fired_time: 0.0000000000, propagate_forward_time: 111.5380630493, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4402694702
validation[          , genome  6281] predictions:    4724/  10000 (47.24%), best:    6194/10000 (61.94%), error:     16337.29395, best error:     11585.81836 on epoch:     0, epoch:   27/100, mu: 0.8856626153, learning_rate: 0.0000013747, weight_decay: 0.0001385209

epoch time: 1922.9094238281s, input_fired_time: 35.5089340210, output_fired_time: 11.3546848297, propagate_forward_time: 531.4337768555, propagate_backward_time: 1320.9936523438, weight_update_time: 0.4400326312, other_time: 23.6184082031
epoch time: 112.3386459351s, input_fired_time: 0.6878965497, output_fired_time: 0.0000000000, propagate_forward_time: 110.2555389404, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3952102661
validation[          , genome  6281] predictions:    4804/  10000 (48.04%), best:    6194/10000 (61.94%), error:     16341.71777, best error:     11585.81836 on epoch:     0, epoch:   28/100, mu: 0.8914697766, learning_rate: 0.0000012773, weight_decay: 0.0001311908

epoch time: 1927.8631591797s, input_fired_time: 31.4520206451, output_fired_time: 16.3794116974, propagate_forward_time: 549.9544677734, propagate_backward_time: 1300.3245849609, weight_update_time: 0.4529393315, other_time: 29.7526855469
epoch time: 113.3981399536s, input_fired_time: 0.6957510114, output_fired_time: 0.0000000000, propagate_forward_time: 111.3079147339, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3944778442
validation[          , genome  6281] predictions:    4733/  10000 (47.33%), best:    6194/10000 (61.94%), error:     16306.71875, best error:     11585.81836 on epoch:     0, epoch:   29/100, mu: 0.8969537616, learning_rate: 0.0000011868, weight_decay: 0.0001242487

epoch time: 1930.6546630859s, input_fired_time: 33.3812675476, output_fired_time: 7.3468251228, propagate_forward_time: 501.9714965820, propagate_backward_time: 1363.2416992188, weight_update_time: 1.4459544420, other_time: 24.7133789063
epoch time: 115.0227584839s, input_fired_time: 1.7007255554, output_fired_time: 0.0000000000, propagate_forward_time: 106.8739166260, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 6.4481201172
validation[          , genome  6281] predictions:    4780/  10000 (47.80%), best:    6194/10000 (61.94%), error:     16307.09375, best error:     11585.81836 on epoch:     0, epoch:   30/100, mu: 0.9021325111, learning_rate: 0.0000011027, weight_decay: 0.0001176739

epoch time: 1924.3616943359s, input_fired_time: 28.2348384857, output_fired_time: 11.2830123901, propagate_forward_time: 531.7368774414, propagate_backward_time: 1323.4866943359, weight_update_time: 1.4504517317, other_time: 29.6202392578
epoch time: 114.6677856445s, input_fired_time: 2.7003169060, output_fired_time: 0.0000000000, propagate_forward_time: 108.6866912842, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.2807769775
validation[          , genome  6281] predictions:    4814/  10000 (48.14%), best:    6194/10000 (61.94%), error:     16145.56641, best error:     11585.81836 on epoch:     0, epoch:   31/100, mu: 0.9070230126, learning_rate: 0.0000010245, weight_decay: 0.0001114470

epoch time: 1929.0921630859s, input_fired_time: 28.3540935516, output_fired_time: 11.3660726547, propagate_forward_time: 536.6527099609, propagate_backward_time: 1335.0462646484, weight_update_time: 0.4512014687, other_time: 17.6729736328
epoch time: 113.8309631348s, input_fired_time: 1.6975260973, output_fired_time: 0.0000000000, propagate_forward_time: 110.7581558228, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3752822876
validation[          , genome  6281] predictions:    4743/  10000 (47.43%), best:    6194/10000 (61.94%), error:     16180.27637, best error:     11585.81836 on epoch:     0, epoch:   32/100, mu: 0.9116413593, learning_rate: 0.0000009519, weight_decay: 0.0001055496

epoch time: 1950.9282226563s, input_fired_time: 29.4684600830, output_fired_time: 11.4073104858, propagate_forward_time: 536.0217285156, propagate_backward_time: 1355.1895751953, weight_update_time: 2.4599547386, other_time: 18.8410644531
epoch time: 114.5272140503s, input_fired_time: 2.7094638348, output_fired_time: 0.0000000000, propagate_forward_time: 110.4311599731, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3865890503
validation[          , genome  6281] predictions:    4777/  10000 (47.77%), best:    6194/10000 (61.94%), error:     16184.44336, best error:     11585.81836 on epoch:     0, epoch:   33/100, mu: 0.9160026312, learning_rate: 0.0000008845, weight_decay: 0.0000999643

epoch time: 1924.1231689453s, input_fired_time: 35.4957962036, output_fired_time: 9.2914495468, propagate_forward_time: 537.1702270508, propagate_backward_time: 1325.6456298828, weight_update_time: 1.4560412169, other_time: 16.5198974609
epoch time: 113.3381195068s, input_fired_time: 0.6838066578, output_fired_time: 0.0000000000, propagate_forward_time: 110.2557601929, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3985519409
validation[          , genome  6281] predictions:    4634/  10000 (46.34%), best:    6194/10000 (61.94%), error:     16273.20703, best error:     11585.81836 on epoch:     0, epoch:   34/100, mu: 0.9201211333, learning_rate: 0.0000008218, weight_decay: 0.0000946745

epoch time: 1923.8436279297s, input_fired_time: 38.4624633789, output_fired_time: 13.3409061432, propagate_forward_time: 548.8220825195, propagate_backward_time: 1309.5966796875, weight_update_time: 0.4512964785, other_time: 13.6213378906
epoch time: 113.3846969604s, input_fired_time: 0.6891411543, output_fired_time: 0.0000000000, propagate_forward_time: 107.2669601440, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 5.4285964966
validation[          , genome  6281] predictions:    4738/  10000 (47.38%), best:    6194/10000 (61.94%), error:     16201.07227, best error:     11585.81836 on epoch:     0, epoch:   35/100, mu: 0.9240104556, learning_rate: 0.0000007636, weight_decay: 0.0000896647

epoch time: 1924.2883300781s, input_fired_time: 31.3957958221, output_fired_time: 14.2989864349, propagate_forward_time: 530.9542236328, propagate_backward_time: 1331.0609130859, weight_update_time: 0.4456498623, other_time: 16.5784912109
epoch time: 113.4699401855s, input_fired_time: 0.6853368878, output_fired_time: 0.0000000000, propagate_forward_time: 108.3066482544, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.4779586792
validation[          , genome  6281] predictions:    4764/  10000 (47.64%), best:    6194/10000 (61.94%), error:     16221.00195, best error:     11585.81836 on epoch:     0, epoch:   36/100, mu: 0.9276832938, learning_rate: 0.0000007095, weight_decay: 0.0000849200

epoch time: 1942.6846923828s, input_fired_time: 38.3561363220, output_fired_time: 10.3827791214, propagate_forward_time: 529.8148803711, propagate_backward_time: 1349.5703125000, weight_update_time: 0.4489138424, other_time: 14.5605468750
epoch time: 113.5034942627s, input_fired_time: 0.6813499331, output_fired_time: 0.0000000000, propagate_forward_time: 111.4301986694, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3919448853
validation[          , genome  6281] predictions:    4800/  10000 (48.00%), best:    6194/10000 (61.94%), error:     16073.36328, best error:     11585.81836 on epoch:     0, epoch:   37/100, mu: 0.9311516881, learning_rate: 0.0000006592, weight_decay: 0.0000804263

epoch time: 1929.4542236328s, input_fired_time: 27.3853778839, output_fired_time: 8.3478260040, propagate_forward_time: 542.2171020508, propagate_backward_time: 1325.8270263672, weight_update_time: 1.3533772230, other_time: 25.6768798828
epoch time: 114.9520263672s, input_fired_time: 1.7067602873, output_fired_time: 0.0000000000, propagate_forward_time: 110.8292694092, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4160003662
validation[          , genome  6281] predictions:    4804/  10000 (48.04%), best:    6194/10000 (61.94%), error:     16049.48633, best error:     11585.81836 on epoch:     0, epoch:   38/100, mu: 0.9344270825, learning_rate: 0.0000006125, weight_decay: 0.0000761704

epoch time: 1924.7535400391s, input_fired_time: 27.3456439972, output_fired_time: 9.3094320297, propagate_forward_time: 551.6099853516, propagate_backward_time: 1317.9487304688, weight_update_time: 0.4501591921, other_time: 18.5396728516
epoch time: 113.4782333374s, input_fired_time: 2.6955368519, output_fired_time: 0.0000000000, propagate_forward_time: 108.3553009033, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4273986816
validation[          , genome  6281] predictions:    4714/  10000 (47.14%), best:    6194/10000 (61.94%), error:     16078.21484, best error:     11585.81836 on epoch:     0, epoch:   39/100, mu: 0.9375201464, learning_rate: 0.0000005691, weight_decay: 0.0000721398

epoch time: 1924.6365966797s, input_fired_time: 24.4058189392, output_fired_time: 15.3637323380, propagate_forward_time: 537.8447875977, propagate_backward_time: 1325.3315429688, weight_update_time: 0.4445425868, other_time: 21.6906738281
epoch time: 114.4064865112s, input_fired_time: 0.6877040863, output_fired_time: 0.0000000000, propagate_forward_time: 112.3359375000, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3828430176
validation[          , genome  6281] predictions:    4728/  10000 (47.28%), best:    6194/10000 (61.94%), error:     16129.11328, best error:     11585.81836 on epoch:     0, epoch:   40/100, mu: 0.9404410720, learning_rate: 0.0000005288, weight_decay: 0.0000683224

epoch time: 1919.6236572266s, input_fired_time: 36.2226638794, output_fired_time: 14.3114852905, propagate_forward_time: 549.3422241211, propagate_backward_time: 1298.0213623047, weight_update_time: 2.4705762863, other_time: 21.7259521484
epoch time: 114.4068374634s, input_fired_time: 0.6880304217, output_fired_time: 0.0000000000, propagate_forward_time: 111.3421936035, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3766098022
validation[          , genome  6281] predictions:    4837/  10000 (48.37%), best:    6194/10000 (61.94%), error:     16035.26270, best error:     11585.81836 on epoch:     0, epoch:   41/100, mu: 0.9431993961, learning_rate: 0.0000004913, weight_decay: 0.0000647070

epoch time: 1935.7176513672s, input_fired_time: 48.5976028442, output_fired_time: 15.3727426529, propagate_forward_time: 530.4522094727, propagate_backward_time: 1315.5417480469, weight_update_time: 3.4660766125, other_time: 25.7531738281
epoch time: 112.2157592773s, input_fired_time: 1.6914223433, output_fired_time: 0.0000000000, propagate_forward_time: 107.0786743164, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.4456634521
validation[          , genome  6281] predictions:    4826/  10000 (48.26%), best:    6194/10000 (61.94%), error:     16003.31152, best error:     11585.81836 on epoch:     0, epoch:   42/100, mu: 0.9458042383, learning_rate: 0.0000004565, weight_decay: 0.0000612829

epoch time: 1937.9836425781s, input_fired_time: 37.6285629272, output_fired_time: 9.3423490524, propagate_forward_time: 531.4435424805, propagate_backward_time: 1342.8417968750, weight_update_time: 0.4639543593, other_time: 16.7272949219
epoch time: 112.5088348389s, input_fired_time: 1.7000299692, output_fired_time: 0.0000000000, propagate_forward_time: 106.3548049927, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.4540023804
validation[          , genome  6281] predictions:    4745/  10000 (47.45%), best:    6194/10000 (61.94%), error:     16110.62988, best error:     11585.81836 on epoch:     0, epoch:   43/100, mu: 0.9482640624, learning_rate: 0.0000004241, weight_decay: 0.0000580400

epoch time: 1924.9265136719s, input_fired_time: 30.4701576233, output_fired_time: 13.3730697632, propagate_forward_time: 534.7023315430, propagate_backward_time: 1321.5711669922, weight_update_time: 0.4534088373, other_time: 24.8096923828
epoch time: 113.0409545898s, input_fired_time: 3.7026693821, output_fired_time: 0.0000000000, propagate_forward_time: 103.9555130005, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 5.3827743530
validation[          , genome  6281] predictions:    4855/  10000 (48.55%), best:    6194/10000 (61.94%), error:     15998.61230, best error:     11585.81836 on epoch:     0, epoch:   44/100, mu: 0.9505869746, learning_rate: 0.0000003941, weight_decay: 0.0000549688

epoch time: 1922.1196289063s, input_fired_time: 31.5822315216, output_fired_time: 19.4047489166, propagate_forward_time: 572.3348999023, propagate_backward_time: 1275.2877197266, weight_update_time: 0.4451865852, other_time: 23.5098876953
epoch time: 112.3460388184s, input_fired_time: 4.7141661644, output_fired_time: 0.0000000000, propagate_forward_time: 103.1455764771, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.4862976074
validation[          , genome  6281] predictions:    4842/  10000 (48.42%), best:    6194/10000 (61.94%), error:     16033.88672, best error:     11585.81836 on epoch:     0, epoch:   45/100, mu: 0.9527806044, learning_rate: 0.0000003662, weight_decay: 0.0000520600

epoch time: 1918.1701660156s, input_fired_time: 35.3424301147, output_fired_time: 11.3406772614, propagate_forward_time: 537.5640869141, propagate_backward_time: 1315.4270019531, weight_update_time: 4.3625664711, other_time: 18.4959716797
epoch time: 113.2863922119s, input_fired_time: 1.6919282675, output_fired_time: 0.0000000000, propagate_forward_time: 108.1695861816, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.4248809814
validation[          , genome  6281] predictions:    4869/  10000 (48.69%), best:    6194/10000 (61.94%), error:     16033.44238, best error:     11585.81836 on epoch:     0, epoch:   46/100, mu: 0.9548521638, learning_rate: 0.0000003402, weight_decay: 0.0000493052

epoch time: 1927.3076171875s, input_fired_time: 22.3972167969, output_fired_time: 12.3477134705, propagate_forward_time: 534.4399414063, propagate_backward_time: 1338.5023193359, weight_update_time: 0.4441162050, other_time: 19.6204833984
epoch time: 112.3225173950s, input_fired_time: 0.6849072576, output_fired_time: 0.0000000000, propagate_forward_time: 106.2164916992, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 5.4211196899
validation[          , genome  6281] predictions:    4880/  10000 (48.80%), best:    6194/10000 (61.94%), error:     16045.09277, best error:     11585.81836 on epoch:     0, epoch:   47/100, mu: 0.9568083882, learning_rate: 0.0000003161, weight_decay: 0.0000466961

epoch time: 1935.2307128906s, input_fired_time: 19.4897556305, output_fired_time: 17.4124298096, propagate_forward_time: 548.8579711914, propagate_backward_time: 1330.8398437500, weight_update_time: 0.4527227879, other_time: 18.6306152344
epoch time: 113.3524017334s, input_fired_time: 0.6954010129, output_fired_time: 0.0000000000, propagate_forward_time: 108.2434234619, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.4135742188
validation[          , genome  6281] predictions:    4784/  10000 (47.84%), best:    6194/10000 (61.94%), error:     16036.44434, best error:     11585.81836 on epoch:     0, epoch:   48/100, mu: 0.9586557746, learning_rate: 0.0000002937, weight_decay: 0.0000442251

epoch time: 1919.7602539063s, input_fired_time: 29.4116191864, output_fired_time: 16.3958930969, propagate_forward_time: 540.8825073242, propagate_backward_time: 1303.4300537109, weight_update_time: 2.4536955357, other_time: 29.6402587891
epoch time: 113.7873458862s, input_fired_time: 0.6994166374, output_fired_time: 0.0000000000, propagate_forward_time: 111.6727066040, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4152221680
validation[          , genome  6281] predictions:    4851/  10000 (48.51%), best:    6194/10000 (61.94%), error:     16021.58594, best error:     11585.81836 on epoch:     0, epoch:   49/100, mu: 0.9604003429, learning_rate: 0.0000002729, weight_decay: 0.0000418849

epoch time: 1926.1129150391s, input_fired_time: 26.5292453766, output_fired_time: 20.3651371002, propagate_forward_time: 564.1146850586, propagate_backward_time: 1294.4804687500, weight_update_time: 0.4443022907, other_time: 20.6232910156
epoch time: 114.6194076538s, input_fired_time: 0.7013885975, output_fired_time: 0.0000000000, propagate_forward_time: 112.5145874023, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4034347534
validation[          , genome  6281] predictions:    4832/  10000 (48.32%), best:    6194/10000 (61.94%), error:     15979.08691, best error:     11585.81836 on epoch:     0, epoch:   50/100, mu: 0.9620478153, learning_rate: 0.0000002536, weight_decay: 0.0000396685

epoch time: 1925.4725341797s, input_fired_time: 44.4199638367, output_fired_time: 9.3283433914, propagate_forward_time: 520.9635620117, propagate_backward_time: 1326.9787597656, weight_update_time: 2.4696381092, other_time: 23.7819824219
epoch time: 112.5216140747s, input_fired_time: 1.6951403618, output_fired_time: 0.0000000000, propagate_forward_time: 109.4701080322, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3563690186
validation[          , genome  6281] predictions:    4818/  10000 (48.18%), best:    6194/10000 (61.94%), error:     16005.50098, best error:     11585.81836 on epoch:     0, epoch:   51/100, mu: 0.9636035562, learning_rate: 0.0000002356, weight_decay: 0.0000375694

epoch time: 1930.9267578125s, input_fired_time: 26.5202598572, output_fired_time: 16.0822868347, propagate_forward_time: 548.3292236328, propagate_backward_time: 1321.4139404297, weight_update_time: 0.4408041835, other_time: 18.5810546875
epoch time: 113.3880920410s, input_fired_time: 1.5895482302, output_fired_time: 0.0000000000, propagate_forward_time: 110.3921279907, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4064178467
validation[          , genome  6281] predictions:    4874/  10000 (48.74%), best:    6194/10000 (61.94%), error:     16001.28418, best error:     11585.81836 on epoch:     0, epoch:   52/100, mu: 0.9650727510, learning_rate: 0.0000002189, weight_decay: 0.0000355813

epoch time: 1933.1447753906s, input_fired_time: 23.5129432678, output_fired_time: 14.3911380768, propagate_forward_time: 548.5831909180, propagate_backward_time: 1327.1352539063, weight_update_time: 0.4510383606, other_time: 19.5222167969
epoch time: 114.5021896362s, input_fired_time: 1.6936683655, output_fired_time: 0.0000000000, propagate_forward_time: 109.3778457642, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.4306716919
validation[          , genome  6281] predictions:    4840/  10000 (48.40%), best:    6194/10000 (61.94%), error:     15985.74219, best error:     11585.81836 on epoch:     0, epoch:   53/100, mu: 0.9664601684, learning_rate: 0.0000002034, weight_decay: 0.0000336985

epoch time: 1924.1164550781s, input_fired_time: 35.4744682312, output_fired_time: 15.3372907639, propagate_forward_time: 524.8255615234, propagate_backward_time: 1329.9409179688, weight_update_time: 0.4464281201, other_time: 18.5382080078
epoch time: 113.3000564575s, input_fired_time: 0.6876488328, output_fired_time: 0.0000000000, propagate_forward_time: 108.2203826904, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.3920211792
validation[          , genome  6281] predictions:    4854/  10000 (48.54%), best:    6194/10000 (61.94%), error:     15999.63184, best error:     11585.81836 on epoch:     0, epoch:   54/100, mu: 0.9677703381, learning_rate: 0.0000001890, weight_decay: 0.0000319153

epoch time: 1920.5817871094s, input_fired_time: 35.2398986816, output_fired_time: 7.2617216110, propagate_forward_time: 521.3924560547, propagate_backward_time: 1345.1893310547, weight_update_time: 0.4398260713, other_time: 11.4984130859
epoch time: 114.3807601929s, input_fired_time: 0.6855710149, output_fired_time: 0.0000000000, propagate_forward_time: 112.2773361206, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4178543091
validation[          , genome  6281] predictions:    4848/  10000 (48.48%), best:    6194/10000 (61.94%), error:     15994.36621, best error:     11585.81836 on epoch:     0, epoch:   55/100, mu: 0.9690076113, learning_rate: 0.0000001756, weight_decay: 0.0000302264

epoch time: 2323.5270996094s, input_fired_time: 49.6788558960, output_fired_time: 10.0553483963, propagate_forward_time: 684.4072265625, propagate_backward_time: 1543.0142822266, weight_update_time: 2.4615578651, other_time: 36.3712158203
epoch time: 121.0271224976s, input_fired_time: 0.7428157926, output_fired_time: 0.0000000000, propagate_forward_time: 116.5707168579, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.7135925293
validation[          , genome  6281] predictions:    4853/  10000 (48.53%), best:    6194/10000 (61.94%), error:     15983.69141, best error:     11585.81836 on epoch:     0, epoch:   56/100, mu: 0.9701759815, learning_rate: 0.0000001631, weight_decay: 0.0000286270

epoch time: 2072.7514648438s, input_fired_time: 33.4216003418, output_fired_time: 5.6919121742, propagate_forward_time: 579.2478027344, propagate_backward_time: 1430.6375732422, weight_update_time: 0.4760920107, other_time: 23.7525634766
epoch time: 120.4829864502s, input_fired_time: 2.7641248703, output_fired_time: 0.0000000000, propagate_forward_time: 112.2935180664, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 5.4253463745
validation[          , genome  6281] predictions:    4856/  10000 (48.56%), best:    6194/10000 (61.94%), error:     16045.38184, best error:     11585.81836 on epoch:     0, epoch:   57/100, mu: 0.9712793231, learning_rate: 0.0000001516, weight_decay: 0.0000271121

epoch time: 2060.2116699219s, input_fired_time: 30.4125709534, output_fired_time: 11.6442060471, propagate_forward_time: 584.3546752930, propagate_backward_time: 1416.4064941406, weight_update_time: 0.4953689277, other_time: 17.3937988281
epoch time: 122.9347152710s, input_fired_time: 1.7550907135, output_fired_time: 0.0000000000, propagate_forward_time: 117.7263031006, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.4533233643
validation[          , genome  6281] predictions:    4826/  10000 (48.26%), best:    6194/10000 (61.94%), error:     16062.84668, best error:     11585.81836 on epoch:     0, epoch:   58/100, mu: 0.9723212719, learning_rate: 0.0000001408, weight_decay: 0.0000256775

epoch time: 2068.3981933594s, input_fired_time: 30.3627986908, output_fired_time: 9.6868972778, propagate_forward_time: 569.3774414063, propagate_backward_time: 1428.3330078125, weight_update_time: 4.4086499214, other_time: 30.6380615234
epoch time: 122.9339523315s, input_fired_time: 2.7564077377, output_fired_time: 0.0000000000, propagate_forward_time: 118.6380691528, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5394744873
validation[          , genome  6281] predictions:    4817/  10000 (48.17%), best:    6194/10000 (61.94%), error:     16041.99805, best error:     11585.81836 on epoch:     0, epoch:   59/100, mu: 0.9733052254, learning_rate: 0.0000001309, weight_decay: 0.0000243187

epoch time: 2059.6569824219s, input_fired_time: 35.2271690369, output_fired_time: 8.6672525406, propagate_forward_time: 592.2169189453, propagate_backward_time: 1396.0025634766, weight_update_time: 1.4957097769, other_time: 27.5430908203
epoch time: 120.6370773315s, input_fired_time: 1.7418658733, output_fired_time: 0.0000000000, propagate_forward_time: 115.3866271973, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.5085830688
validation[          , genome  6281] predictions:    4848/  10000 (48.48%), best:    6194/10000 (61.94%), error:     16013.80664, best error:     11585.81836 on epoch:     0, epoch:   60/100, mu: 0.9742344022, learning_rate: 0.0000001216, weight_decay: 0.0000230318

epoch time: 2074.1164550781s, input_fired_time: 26.4217319489, output_fired_time: 12.5133390427, propagate_forward_time: 591.7106323242, propagate_backward_time: 1426.8380126953, weight_update_time: 0.4921849966, other_time: 16.6326904297
epoch time: 122.8365249634s, input_fired_time: 2.7577421665, output_fired_time: 0.0000000000, propagate_forward_time: 114.4480895996, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 5.6306915283
validation[          , genome  6281] predictions:    4830/  10000 (48.30%), best:    6194/10000 (61.94%), error:     16015.37207, best error:     11585.81836 on epoch:     0, epoch:   61/100, mu: 0.9751119018, learning_rate: 0.0000001130, weight_decay: 0.0000218131

epoch time: 2083.0739746094s, input_fired_time: 29.3465442657, output_fired_time: 8.5716171265, propagate_forward_time: 587.9197998047, propagate_backward_time: 1441.7878417969, weight_update_time: 0.4661045969, other_time: 15.4482421875
epoch time: 121.9620361328s, input_fired_time: 4.7752184868, output_fired_time: 0.0000000000, propagate_forward_time: 112.6668395996, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.5199813843
validation[          , genome  6281] predictions:    4819/  10000 (48.19%), best:    6194/10000 (61.94%), error:     16004.15820, best error:     11585.81836 on epoch:     0, epoch:   62/100, mu: 0.9759405255, learning_rate: 0.0000001050, weight_decay: 0.0000206588

epoch time: 2065.5522460938s, input_fired_time: 34.3076210022, output_fired_time: 13.6673488617, propagate_forward_time: 578.3440551758, propagate_backward_time: 1417.6501464844, weight_update_time: 0.5098577738, other_time: 21.5830078125
epoch time: 122.9571990967s, input_fired_time: 0.7416970134, output_fired_time: 0.0000000000, propagate_forward_time: 117.6649780273, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.5505218506
validation[          , genome  6281] predictions:    4821/  10000 (48.21%), best:    6194/10000 (61.94%), error:     15995.25000, best error:     11585.81836 on epoch:     0, epoch:   63/100, mu: 0.9767230153, learning_rate: 0.0000000975, weight_decay: 0.0000195656

epoch time: 2068.3039550781s, input_fired_time: 27.4714832306, output_fired_time: 13.6588897705, propagate_forward_time: 591.0310668945, propagate_backward_time: 1417.7753906250, weight_update_time: 0.4783746004, other_time: 18.3671875000
epoch time: 122.4857330322s, input_fired_time: 2.7648596764, output_fired_time: 0.0000000000, propagate_forward_time: 117.2041473389, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5167236328
validation[          , genome  6281] predictions:    4815/  10000 (48.15%), best:    6194/10000 (61.94%), error:     16019.81836, best error:     11585.81836 on epoch:     0, epoch:   64/100, mu: 0.9774619937, learning_rate: 0.0000000906, weight_decay: 0.0000185303

epoch time: 2065.0412597656s, input_fired_time: 42.5804748535, output_fired_time: 15.7449159622, propagate_forward_time: 577.3577880859, propagate_backward_time: 1409.9125976563, weight_update_time: 2.5463104248, other_time: 19.4455566406
epoch time: 123.1922149658s, input_fired_time: 1.7475138903, output_fired_time: 0.0000000000, propagate_forward_time: 119.9280242920, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5166778564
validation[          , genome  6281] predictions:    4836/  10000 (48.36%), best:    6194/10000 (61.94%), error:     16048.47559, best error:     11585.81836 on epoch:     0, epoch:   65/100, mu: 0.9781598449, learning_rate: 0.0000000842, weight_decay: 0.0000175497

epoch time: 2068.3486328125s, input_fired_time: 32.3007583618, output_fired_time: 14.7095212936, propagate_forward_time: 569.8993530273, propagate_backward_time: 1417.8161621094, weight_update_time: 1.4900212288, other_time: 33.6228027344
epoch time: 124.8908767700s, input_fired_time: 3.7583281994, output_fired_time: 0.0000000000, propagate_forward_time: 119.6126327515, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5199127197
validation[          , genome  6281] predictions:    4804/  10000 (48.04%), best:    6194/10000 (61.94%), error:     16010.24219, best error:     11585.81836 on epoch:     0, epoch:   66/100, mu: 0.9788188338, learning_rate: 0.0000000782, weight_decay: 0.0000166210

epoch time: 2065.7536621094s, input_fired_time: 32.4059371948, output_fired_time: 10.7413740158, propagate_forward_time: 556.2725830078, propagate_backward_time: 1433.8640136719, weight_update_time: 4.4107308388, other_time: 32.4698486328
epoch time: 124.2992935181s, input_fired_time: 2.7799260616, output_fired_time: 0.0000000000, propagate_forward_time: 118.9894409180, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5299301147
validation[          , genome  6281] predictions:    4874/  10000 (48.74%), best:    6194/10000 (61.94%), error:     16020.76465, best error:     11585.81836 on epoch:     0, epoch:   67/100, mu: 0.9794411659, learning_rate: 0.0000000727, weight_decay: 0.0000157415

epoch time: 2077.2631835938s, input_fired_time: 26.5534057617, output_fired_time: 8.7445917130, propagate_forward_time: 577.5789184570, propagate_backward_time: 1432.6173095703, weight_update_time: 0.4957293868, other_time: 31.7689208984
epoch time: 120.6207656860s, input_fired_time: 0.7465550303, output_fired_time: 0.0000000000, propagate_forward_time: 116.2883071899, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.5859069824
validation[          , genome  6281] predictions:    4853/  10000 (48.53%), best:    6194/10000 (61.94%), error:     15999.84570, best error:     11585.81836 on epoch:     0, epoch:   68/100, mu: 0.9800288677, learning_rate: 0.0000000675, weight_decay: 0.0000149085

epoch time: 2070.5803222656s, input_fired_time: 31.4125404358, output_fired_time: 12.5918893814, propagate_forward_time: 582.4503173828, propagate_backward_time: 1426.6157226563, weight_update_time: 0.5003694892, other_time: 17.5097656250
epoch time: 123.9244766235s, input_fired_time: 0.7855246663, output_fired_time: 0.0000000000, propagate_forward_time: 121.6004180908, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5385360718
validation[          , genome  6281] predictions:    4842/  10000 (48.42%), best:    6194/10000 (61.94%), error:     16033.64258, best error:     11585.81836 on epoch:     0, epoch:   69/100, mu: 0.9805838466, learning_rate: 0.0000000628, weight_decay: 0.0000141196

epoch time: 2065.3740234375s, input_fired_time: 32.5717582703, output_fired_time: 12.7164363861, propagate_forward_time: 597.5020141602, propagate_backward_time: 1399.2180175781, weight_update_time: 0.4736090600, other_time: 23.3657226563
epoch time: 121.7868041992s, input_fired_time: 2.7529952526, output_fired_time: 0.0000000000, propagate_forward_time: 112.4270095825, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 6.6067962646
validation[          , genome  6281] predictions:    4862/  10000 (48.62%), best:    6194/10000 (61.94%), error:     16027.83496, best error:     11585.81836 on epoch:     0, epoch:   70/100, mu: 0.9811079502, learning_rate: 0.0000000583, weight_decay: 0.0000133725

epoch time: 2072.1579589844s, input_fired_time: 35.4039306641, output_fired_time: 11.6396350861, propagate_forward_time: 587.1159667969, propagate_backward_time: 1415.4837646484, weight_update_time: 0.4913600385, other_time: 22.5146484375
epoch time: 120.8789825439s, input_fired_time: 0.7506559491, output_fired_time: 0.0000000000, propagate_forward_time: 117.6070098877, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5213165283
validation[          , genome  6281] predictions:    4841/  10000 (48.41%), best:    6194/10000 (61.94%), error:     16014.12891, best error:     11585.81836 on epoch:     0, epoch:   71/100, mu: 0.9816028476, learning_rate: 0.0000000542, weight_decay: 0.0000126648

epoch time: 2063.3732910156s, input_fired_time: 33.3356094360, output_fired_time: 14.7210321426, propagate_forward_time: 582.0639648438, propagate_backward_time: 1416.8334960938, weight_update_time: 0.4842544198, other_time: 16.4191894531
epoch time: 120.8608093262s, input_fired_time: 4.7712182999, output_fired_time: 0.0000000000, propagate_forward_time: 113.5707702637, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5188217163
validation[          , genome  6281] predictions:    4836/  10000 (48.36%), best:    6194/10000 (61.94%), error:     16084.79980, best error:     11585.81836 on epoch:     0, epoch:   72/100, mu: 0.9820702076, learning_rate: 0.0000000503, weight_decay: 0.0000119947

epoch time: 2065.2038574219s, input_fired_time: 31.4162883759, output_fired_time: 10.7126722336, propagate_forward_time: 579.5145874023, propagate_backward_time: 1420.9487304688, weight_update_time: 2.5010325909, other_time: 22.6115722656
epoch time: 120.2899322510s, input_fired_time: 0.7340114713, output_fired_time: 0.0000000000, propagate_forward_time: 109.9433288574, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 9.6125946045
validation[          , genome  6281] predictions:    4828/  10000 (48.28%), best:    6194/10000 (61.94%), error:     16081.01465, best error:     11585.81836 on epoch:     0, epoch:   73/100, mu: 0.9825115800, learning_rate: 0.0000000468, weight_decay: 0.0000113599

epoch time: 2063.1616210938s, input_fired_time: 34.2678718567, output_fired_time: 15.6871309280, propagate_forward_time: 581.9551391602, propagate_backward_time: 1411.9624023438, weight_update_time: 0.4717333317, other_time: 19.2890625000
epoch time: 122.1587066650s, input_fired_time: 0.7333322167, output_fired_time: 0.0000000000, propagate_forward_time: 118.9241943359, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5011825562
validation[          , genome  6281] predictions:    4819/  10000 (48.19%), best:    6194/10000 (61.94%), error:     16060.16602, best error:     11585.81836 on epoch:     0, epoch:   74/100, mu: 0.9829283953, learning_rate: 0.0000000435, weight_decay: 0.0000107588

epoch time: 2067.0734863281s, input_fired_time: 31.5406761169, output_fired_time: 8.5961418152, propagate_forward_time: 584.6889038086, propagate_backward_time: 1414.7453613281, weight_update_time: 2.5013930798, other_time: 27.5024414063
epoch time: 121.6688995361s, input_fired_time: 2.7854821682, output_fired_time: 0.0000000000, propagate_forward_time: 115.4088211060, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.4745941162
validation[          , genome  6281] predictions:    4854/  10000 (48.54%), best:    6194/10000 (61.94%), error:     16106.52246, best error:     11585.81836 on epoch:     0, epoch:   75/100, mu: 0.9833219647, learning_rate: 0.0000000404, weight_decay: 0.0000101895

epoch time: 2068.5256347656s, input_fired_time: 25.2790756226, output_fired_time: 8.6538581848, propagate_forward_time: 595.3519287109, propagate_backward_time: 1423.8480224609, weight_update_time: 0.4690169692, other_time: 15.3928222656
epoch time: 122.1335830688s, input_fired_time: 3.7589745522, output_fired_time: 0.0000000000, propagate_forward_time: 114.9703598022, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.4042510986
validation[          , genome  6281] predictions:    4838/  10000 (48.38%), best:    6194/10000 (61.94%), error:     16116.68066, best error:     11585.81836 on epoch:     0, epoch:   76/100, mu: 0.9836936593, learning_rate: 0.0000000375, weight_decay: 0.0000096503

epoch time: 2070.5666503906s, input_fired_time: 24.4020366669, output_fired_time: 11.5497426987, propagate_forward_time: 586.1776733398, propagate_backward_time: 1421.0086669922, weight_update_time: 1.4814213514, other_time: 27.4285888672
epoch time: 124.4620056152s, input_fired_time: 0.7456277609, output_fired_time: 0.0000000000, propagate_forward_time: 118.1286010742, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 5.5877761841
validation[          , genome  6281] predictions:    4843/  10000 (48.43%), best:    6194/10000 (61.94%), error:     16124.00293, best error:     11585.81836 on epoch:     0, epoch:   77/100, mu: 0.9840446711, learning_rate: 0.0000000349, weight_decay: 0.0000091396

epoch time: 2075.2219238281s, input_fired_time: 31.1841411591, output_fired_time: 14.7102832794, propagate_forward_time: 553.5290527344, propagate_backward_time: 1448.2835693359, weight_update_time: 2.4952487946, other_time: 27.5148925781
epoch time: 120.8156814575s, input_fired_time: 1.7534290552, output_fired_time: 0.0000000000, propagate_forward_time: 116.5354995728, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5267562866
validation[          , genome  6281] predictions:    4828/  10000 (48.28%), best:    6194/10000 (61.94%), error:     16108.31641, best error:     11585.81836 on epoch:     0, epoch:   78/100, mu: 0.9843761325, learning_rate: 0.0000000324, weight_decay: 0.0000086560

epoch time: 2067.7983398438s, input_fired_time: 31.1804199219, output_fired_time: 8.6771411896, propagate_forward_time: 587.7703857422, propagate_backward_time: 1407.7286376953, weight_update_time: 0.4720403254, other_time: 32.4417724609
epoch time: 120.2959747314s, input_fired_time: 0.7342047691, output_fired_time: 0.0000000000, propagate_forward_time: 114.1141662598, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 5.4476013184
validation[          , genome  6281] predictions:    4848/  10000 (48.48%), best:    6194/10000 (61.94%), error:     16082.80469, best error:     11585.81836 on epoch:     0, epoch:   79/100, mu: 0.9846891165, learning_rate: 0.0000000301, weight_decay: 0.0000081980

epoch time: 2062.4042968750s, input_fired_time: 37.1314010620, output_fired_time: 8.6576232910, propagate_forward_time: 580.5003662109, propagate_backward_time: 1408.6033935547, weight_update_time: 0.4714764655, other_time: 27.5115966797
epoch time: 122.8380432129s, input_fired_time: 0.7608325481, output_fired_time: 0.0000000000, propagate_forward_time: 118.5144729614, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.5627365112
validation[          , genome  6281] predictions:    4859/  10000 (48.59%), best:    6194/10000 (61.94%), error:     16096.98535, best error:     11585.81836 on epoch:     0, epoch:   80/100, mu: 0.9849846959, learning_rate: 0.0000000280, weight_decay: 0.0000077642

epoch time: 2064.8784179688s, input_fired_time: 32.4499092102, output_fired_time: 8.6613006592, propagate_forward_time: 576.2664184570, propagate_backward_time: 1422.2343750000, weight_update_time: 0.4724645019, other_time: 25.2663574219
epoch time: 120.7568511963s, input_fired_time: 0.7448391318, output_fired_time: 0.0000000000, propagate_forward_time: 118.4495773315, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5624313354
validation[          , genome  6281] predictions:    4849/  10000 (48.49%), best:    6194/10000 (61.94%), error:     16123.09277, best error:     11585.81836 on epoch:     0, epoch:   81/100, mu: 0.9852638245, learning_rate: 0.0000000260, weight_decay: 0.0000073533

epoch time: 2064.3745117188s, input_fired_time: 31.3410434723, output_fired_time: 10.6826610565, propagate_forward_time: 584.4241333008, propagate_backward_time: 1412.3253173828, weight_update_time: 2.4931020737, other_time: 25.6014404297
epoch time: 122.8870239258s, input_fired_time: 0.7501747012, output_fired_time: 0.0000000000, propagate_forward_time: 118.6100158691, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.5268325806
validation[          , genome  6281] predictions:    4813/  10000 (48.13%), best:    6194/10000 (61.94%), error:     16077.45508, best error:     11585.81836 on epoch:     0, epoch:   82/100, mu: 0.9855274558, learning_rate: 0.0000000241, weight_decay: 0.0000069642

epoch time: 2067.3679199219s, input_fired_time: 30.2967967987, output_fired_time: 7.5780315399, propagate_forward_time: 575.8479614258, propagate_backward_time: 1432.1248779297, weight_update_time: 1.4905995131, other_time: 21.5203857422
epoch time: 122.5173263550s, input_fired_time: 4.7772445679, output_fired_time: 0.0000000000, propagate_forward_time: 115.2183074951, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5217742920
validation[          , genome  6281] predictions:    4801/  10000 (48.01%), best:    6194/10000 (61.94%), error:     16124.80078, best error:     11585.81836 on epoch:     0, epoch:   83/100, mu: 0.9857763648, learning_rate: 0.0000000224, weight_decay: 0.0000065957

epoch time: 2058.0957031250s, input_fired_time: 32.1615295410, output_fired_time: 13.5816850662, propagate_forward_time: 579.2719116211, propagate_backward_time: 1411.6752929688, weight_update_time: 0.4831359982, other_time: 21.4052734375
epoch time: 120.7102508545s, input_fired_time: 0.7406001687, output_fired_time: 0.0000000000, propagate_forward_time: 117.4284591675, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5411911011
validation[          , genome  6281] predictions:    4815/  10000 (48.15%), best:    6194/10000 (61.94%), error:     16146.86035, best error:     11585.81836 on epoch:     0, epoch:   84/100, mu: 0.9860114455, learning_rate: 0.0000000208, weight_decay: 0.0000062467

epoch time: 2062.9284667969s, input_fired_time: 28.3712863922, output_fired_time: 8.5896358490, propagate_forward_time: 586.2055053711, propagate_backward_time: 1411.4431152344, weight_update_time: 0.4835391939, other_time: 28.3188476563
epoch time: 122.9107437134s, input_fired_time: 0.7794017792, output_fired_time: 0.0000000000, propagate_forward_time: 116.5604400635, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 5.5708999634
validation[          , genome  6281] predictions:    4829/  10000 (48.29%), best:    6194/10000 (61.94%), error:     16113.68945, best error:     11585.81836 on epoch:     0, epoch:   85/100, mu: 0.9862334132, learning_rate: 0.0000000194, weight_decay: 0.0000059161

epoch time: 2061.0329589844s, input_fired_time: 24.3663215637, output_fired_time: 9.7098627090, propagate_forward_time: 580.9366455078, propagate_backward_time: 1419.6757812500, weight_update_time: 1.4863802195, other_time: 26.3443603516
epoch time: 119.3156738281s, input_fired_time: 5.7834615707, output_fired_time: 0.0000000000, propagate_forward_time: 112.0262298584, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5059814453
validation[          , genome  6281] predictions:    4837/  10000 (48.37%), best:    6194/10000 (61.94%), error:     16132.98633, best error:     11585.81836 on epoch:     0, epoch:   86/100, mu: 0.9864430428, learning_rate: 0.0000000180, weight_decay: 0.0000056030

epoch time: 2058.2575683594s, input_fired_time: 28.4851493835, output_fired_time: 18.5492191315, propagate_forward_time: 575.9489746094, propagate_backward_time: 1410.7871093750, weight_update_time: 0.4904704392, other_time: 24.4871826172
epoch time: 122.0720214844s, input_fired_time: 2.7672994137, output_fired_time: 0.0000000000, propagate_forward_time: 115.7509689331, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.5537567139
validation[          , genome  6281] predictions:    4833/  10000 (48.33%), best:    6194/10000 (61.94%), error:     16140.03418, best error:     11585.81836 on epoch:     0, epoch:   87/100, mu: 0.9866409898, learning_rate: 0.0000000167, weight_decay: 0.0000053066

epoch time: 2062.7431640625s, input_fired_time: 29.2644939423, output_fired_time: 15.7142915726, propagate_forward_time: 584.0411376953, propagate_backward_time: 1409.3371582031, weight_update_time: 0.4849047363, other_time: 24.3861083984
epoch time: 122.5096893311s, input_fired_time: 0.7388922572, output_fired_time: 0.0000000000, propagate_forward_time: 118.2696456909, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.5011520386
validation[          , genome  6281] predictions:    4823/  10000 (48.23%), best:    6194/10000 (61.94%), error:     16155.64844, best error:     11585.81836 on epoch:     0, epoch:   88/100, mu: 0.9868279696, learning_rate: 0.0000000155, weight_decay: 0.0000050257

epoch time: 2062.3815917969s, input_fired_time: 38.2811698914, output_fired_time: 14.6901912689, propagate_forward_time: 565.7763061523, propagate_backward_time: 1417.0629882813, weight_update_time: 0.4873017669, other_time: 26.5710449219
epoch time: 122.7531356812s, input_fired_time: 0.7387629151, output_fired_time: 0.0000000000, propagate_forward_time: 116.5266799927, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 5.4876937866
validation[          , genome  6281] predictions:    4831/  10000 (48.31%), best:    6194/10000 (61.94%), error:     16144.70508, best error:     11585.81836 on epoch:     0, epoch:   89/100, mu: 0.9870045185, learning_rate: 0.0000000144, weight_decay: 0.0000047598

epoch time: 2062.7307128906s, input_fired_time: 38.6427383423, output_fired_time: 10.7291040421, propagate_forward_time: 572.4577026367, propagate_backward_time: 1421.6694335938, weight_update_time: 0.4711275995, other_time: 19.2316894531
epoch time: 124.4867095947s, input_fired_time: 3.7691788673, output_fired_time: 0.0000000000, propagate_forward_time: 118.2109909058, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5065383911
validation[          , genome  6281] predictions:    4832/  10000 (48.32%), best:    6194/10000 (61.94%), error:     16142.89355, best error:     11585.81836 on epoch:     0, epoch:   90/100, mu: 0.9871712327, learning_rate: 0.0000000134, weight_decay: 0.0000045079

epoch time: 2067.7714843750s, input_fired_time: 46.4109802246, output_fired_time: 9.6566228867, propagate_forward_time: 570.2816772461, propagate_backward_time: 1421.6580810547, weight_update_time: 0.4806549847, other_time: 19.7640380859
epoch time: 123.3062362671s, input_fired_time: 0.7705516219, output_fired_time: 0.0000000000, propagate_forward_time: 117.9355087280, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.6001739502
validation[          , genome  6281] predictions:    4840/  10000 (48.40%), best:    6194/10000 (61.94%), error:     16158.77344, best error:     11585.81836 on epoch:     0, epoch:   91/100, mu: 0.9873286486, learning_rate: 0.0000000125, weight_decay: 0.0000042694

epoch time: 2068.3937988281s, input_fired_time: 30.8865375519, output_fired_time: 10.7140064240, propagate_forward_time: 583.6229858398, propagate_backward_time: 1425.4945068359, weight_update_time: 1.4944040775, other_time: 17.6756591797
epoch time: 137.9636688232s, input_fired_time: 0.7541027069, output_fired_time: 0.0000000000, propagate_forward_time: 131.5512237549, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 5.6583404541
validation[          , genome  6281] predictions:    4833/  10000 (48.33%), best:    6194/10000 (61.94%), error:     16143.11133, best error:     11585.81836 on epoch:     0, epoch:   92/100, mu: 0.9874773026, learning_rate: 0.0000000116, weight_decay: 0.0000040435

epoch time: 2054.9680175781s, input_fired_time: 24.1740264893, output_fired_time: 13.5465660095, propagate_forward_time: 587.8720092773, propagate_backward_time: 1409.0633544922, weight_update_time: 1.4729024172, other_time: 20.3121337891
epoch time: 119.8370895386s, input_fired_time: 0.7233639359, output_fired_time: 0.0000000000, propagate_forward_time: 117.5769119263, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5368118286
validation[          , genome  6281] predictions:    4814/  10000 (48.14%), best:    6194/10000 (61.94%), error:     16170.81543, best error:     11585.81836 on epoch:     0, epoch:   93/100, mu: 0.9876177311, learning_rate: 0.0000000108, weight_decay: 0.0000038295

epoch time: 1969.8974609375s, input_fired_time: 31.7271537781, output_fired_time: 10.4565944672, propagate_forward_time: 542.7526245117, propagate_backward_time: 1363.0076904297, weight_update_time: 3.4776756763, other_time: 21.9534912109
epoch time: 116.9444198608s, input_fired_time: 0.7095379829, output_fired_time: 0.0000000000, propagate_forward_time: 113.7877120972, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4471664429
validation[          , genome  6281] predictions:    4821/  10000 (48.21%), best:    6194/10000 (61.94%), error:     16143.80859, best error:     11585.81836 on epoch:     0, epoch:   94/100, mu: 0.9877503514, learning_rate: 0.0000000100, weight_decay: 0.0000036269

epoch time: 2020.1437988281s, input_fired_time: 34.7705001831, output_fired_time: 7.4628820419, propagate_forward_time: 547.0549926758, propagate_backward_time: 1407.7514648438, weight_update_time: 0.4677107036, other_time: 23.1040039063
epoch time: 117.2079086304s, input_fired_time: 1.7215766907, output_fired_time: 0.0000000000, propagate_forward_time: 114.0240936279, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4622344971
validation[          , genome  6281] predictions:    4816/  10000 (48.16%), best:    6194/10000 (61.94%), error:     16172.59863, best error:     11585.81836 on epoch:     0, epoch:   95/100, mu: 0.9878755808, learning_rate: 0.0000000093, weight_decay: 0.0000034349

epoch time: 1994.9923095703s, input_fired_time: 35.8470420837, output_fired_time: 14.4732608795, propagate_forward_time: 545.3541870117, propagate_backward_time: 1374.5290527344, weight_update_time: 0.4623161256, other_time: 24.7888183594
epoch time: 125.1501770020s, input_fired_time: 2.7471649647, output_fired_time: 0.0000000000, propagate_forward_time: 120.9018478394, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5011672974
validation[          , genome  6281] predictions:    4832/  10000 (48.32%), best:    6194/10000 (61.94%), error:     16165.77637, best error:     11585.81836 on epoch:     0, epoch:   96/100, mu: 0.9879938364, learning_rate: 0.0000000086, weight_decay: 0.0000032532

epoch time: 1989.8510742188s, input_fired_time: 36.9262619019, output_fired_time: 9.3982381821, propagate_forward_time: 577.6980590820, propagate_backward_time: 1346.7961425781, weight_update_time: 0.4614879787, other_time: 19.0324707031
epoch time: 118.1857833862s, input_fired_time: 2.7228603363, output_fired_time: 0.0000000000, propagate_forward_time: 114.0070419312, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4558792114
validation[          , genome  6281] predictions:    4839/  10000 (48.39%), best:    6194/10000 (61.94%), error:     16150.01855, best error:     11585.81836 on epoch:     0, epoch:   97/100, mu: 0.9881054759, learning_rate: 0.0000000080, weight_decay: 0.0000030810

epoch time: 1997.5777587891s, input_fired_time: 29.9506721497, output_fired_time: 12.5436849594, propagate_forward_time: 565.1607055664, propagate_backward_time: 1369.9113769531, weight_update_time: 0.4624108374, other_time: 20.0112304688
epoch time: 118.0527267456s, input_fired_time: 0.7207244635, output_fired_time: 0.0000000000, propagate_forward_time: 113.8332519531, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.4987487793
validation[          , genome  6281] predictions:    4825/  10000 (48.25%), best:    6194/10000 (61.94%), error:     16160.80762, best error:     11585.81836 on epoch:     0, epoch:   98/100, mu: 0.9882109165, learning_rate: 0.0000000074, weight_decay: 0.0000029180

epoch time: 2016.9617919922s, input_fired_time: 44.1653594971, output_fired_time: 18.5907726288, propagate_forward_time: 559.3509521484, propagate_backward_time: 1370.6400146484, weight_update_time: 1.4732657671, other_time: 24.2145996094
epoch time: 115.1248550415s, input_fired_time: 0.6920465231, output_fired_time: 0.0000000000, propagate_forward_time: 109.9879531860, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.4448547363
validation[          , genome  6281] predictions:    4821/  10000 (48.21%), best:    6194/10000 (61.94%), error:     16177.10938, best error:     11585.81836 on epoch:     0, epoch:   99/100, mu: 0.9883105159, learning_rate: 0.0000000069, weight_decay: 0.0000027636

epoch time: 1997.4952392578s, input_fired_time: 35.9826850891, output_fired_time: 9.3928728104, propagate_forward_time: 558.1746215820, propagate_backward_time: 1366.8718261719, weight_update_time: 2.4651665688, other_time: 27.0732421875
epoch time: 119.8503417969s, input_fired_time: 0.7248589993, output_fired_time: 0.0000000000, propagate_forward_time: 116.7543411255, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3711395264
validation[          , genome  6281] predictions:    4834/  10000 (48.34%), best:    6194/10000 (61.94%), error:     16148.96777, best error:     11585.81836 on epoch:     0, epoch:  100/100, mu: 0.9884045720, learning_rate: 0.0000000064, weight_decay: 0.0000026173

evaluating best weights on full training data.
evaluting training set with running mean/variance:
epoch time: 592.7187500000s, input_fired_time: 8.3291254044, output_fired_time: 0.0000000000, propagate_forward_time: 564.9562988281, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 19.4333496094
best training[          , genome  6281] predictions:   34373/  50000 (68.75%), best:    6194/10000 (61.94%), error:     51693.00391, best error:     11585.81836 on epoch:     0, epoch:  101/100, mu: 0.9884933829, learning_rate: 0.0000000060, weight_decay: 0.0000024788
evaluating best weights on test data.
evaluting test set with running mean/variance:
epoch time: 122.8802337646s, input_fired_time: 0.8520861268, output_fired_time: 0.0000000000, propagate_forward_time: 116.1054763794, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 5.9226684570
   testing[          , genome  6281] predictions:    6194/  10000 (61.94%), best:    6194/10000 (61.94%), error:     11585.81836, best error:     11585.81836 on epoch:     0, epoch:  101/100, mu: 0.9884933829, learning_rate: 0.0000000060, weight_decay: 0.0000024788
backpropagation finished successfully!
14:09:11 (12388): called boinc_finish(0)

</stderr_txt>
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