Nameexact_genome_1512568488_45_7090_1
Workunit2606697
Created7 Dec 2017, 23:49:15 UTC
Sent7 Dec 2017, 23:52:36 UTC
Report deadline16 Dec 2017, 20:47:16 UTC
Received8 Dec 2017, 16:16:48 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID64142
Run time5 hours 20 min 21 sec
CPU time4 hours 20 min 15 sec
Validate stateValid
Credit2,217.83
Device peak FLOPS3.08 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size155.97 MB
Peak swap size159.09 MB
Peak disk usage2.01 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
755/10000 (97.55%), error:       959.16760, best error:       815.55267 on epoch:    12, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 140.5202484131s, input_fired_time: 1.4995645285, output_fired_time: 1.4049096107, propagate_forward_time: 52.4717216492, propagate_backward_time: 82.0127563477, weight_update_time: 0.1896897554, other_time: 3.1313018799
epoch time: 11.8956680298s, input_fired_time: 0.1929654628, output_fired_time: 0.0000000000, propagate_forward_time: 11.1519737244, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5507287979
validation[          , genome  7090] predictions:    9692/  10000 (96.92%), best:    9755/10000 (97.55%), error:       999.84076, best error:       815.55267 on epoch:    12, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 143.2687072754s, input_fired_time: 1.7016153336, output_fired_time: 1.4396178722, propagate_forward_time: 53.4650840759, propagate_backward_time: 83.5477447510, weight_update_time: 0.1443260759, other_time: 3.1146392822
epoch time: 10.7205066681s, input_fired_time: 0.1780271232, output_fired_time: 0.0000000000, propagate_forward_time: 10.0277013779, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5147781372
validation[          , genome  7090] predictions:    9749/  10000 (97.49%), best:    9755/10000 (97.55%), error:       891.59839, best error:       815.55267 on epoch:    12, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 140.1750793457s, input_fired_time: 1.4979926348, output_fired_time: 1.4971415997, propagate_forward_time: 52.1306610107, propagate_backward_time: 82.0780487061, weight_update_time: 0.1422381401, other_time: 2.9712371826
epoch time: 11.0468502045s, input_fired_time: 0.1855525672, output_fired_time: 0.0000000000, propagate_forward_time: 10.3233242035, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5379734039
validation[          , genome  7090] predictions:    9709/  10000 (97.09%), best:    9755/10000 (97.55%), error:       965.78113, best error:       815.55267 on epoch:    12, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 143.1069641113s, input_fired_time: 1.5500587225, output_fired_time: 1.4606733322, propagate_forward_time: 53.3704414368, propagate_backward_time: 83.4949111938, weight_update_time: 0.1898661554, other_time: 3.2308731079
epoch time: 10.2983989716s, input_fired_time: 0.1759555489, output_fired_time: 0.0000000000, propagate_forward_time: 9.6100645065, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5123786926
validation[          , genome  7090] predictions:    9719/  10000 (97.19%), best:    9755/10000 (97.55%), error:       959.93036, best error:       815.55267 on epoch:    12, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 139.3796234131s, input_fired_time: 1.5394166708, output_fired_time: 1.3950482607, propagate_forward_time: 51.7625465393, propagate_backward_time: 81.7070693970, weight_update_time: 0.1421905160, other_time: 2.9755477905
epoch time: 13.2637128830s, input_fired_time: 0.2767954469, output_fired_time: 0.0000000000, propagate_forward_time: 12.2246379852, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7622795105
validation[          , genome  7090] predictions:    9715/  10000 (97.15%), best:    9755/10000 (97.55%), error:       951.79156, best error:       815.55267 on epoch:    12, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 145.9010009766s, input_fired_time: 1.5573992729, output_fired_time: 1.4166817665, propagate_forward_time: 54.7689514160, propagate_backward_time: 84.9656448364, weight_update_time: 0.2372940779, other_time: 3.1923141479
epoch time: 11.8080186844s, input_fired_time: 0.1955044866, output_fired_time: 0.0000000000, propagate_forward_time: 11.0516176224, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5608968735
validation[          , genome  7090] predictions:    9682/  10000 (96.82%), best:    9755/10000 (97.55%), error:      1018.83575, best error:       815.55267 on epoch:    12, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 137.9081268311s, input_fired_time: 1.4990992546, output_fired_time: 1.3580943346, propagate_forward_time: 51.3500556946, propagate_backward_time: 80.7459259033, weight_update_time: 0.1420225948, other_time: 2.9549560547
epoch time: 11.4802074432s, input_fired_time: 0.1878556013, output_fired_time: 0.0000000000, propagate_forward_time: 10.7471303940, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5452213287
validation[          , genome  7090] predictions:    9721/  10000 (97.21%), best:    9755/10000 (97.55%), error:       886.87427, best error:       815.55267 on epoch:    12, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 144.4244079590s, input_fired_time: 1.6488337517, output_fired_time: 1.4080563784, propagate_forward_time: 53.8552246094, propagate_backward_time: 84.3802642822, weight_update_time: 0.1435278654, other_time: 3.1320343018
epoch time: 11.2588834763s, input_fired_time: 0.1758429110, output_fired_time: 0.0000000000, propagate_forward_time: 10.4834918976, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5995483398
validation[          , genome  7090] predictions:    9702/  10000 (97.02%), best:    9755/10000 (97.55%), error:      1011.53326, best error:       815.55267 on epoch:    12, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 144.1575927734s, input_fired_time: 1.6130466461, output_fired_time: 1.4673296213, propagate_forward_time: 53.6030769348, propagate_backward_time: 84.4109802246, weight_update_time: 0.1426661611, other_time: 3.0631561279
epoch time: 10.3585271835s, input_fired_time: 0.1800940931, output_fired_time: 0.0000000000, propagate_forward_time: 9.6653394699, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5130939484
validation[          , genome  7090] predictions:    9735/  10000 (97.35%), best:    9755/10000 (97.55%), error:       883.11340, best error:       815.55267 on epoch:    12, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 146.8667907715s, input_fired_time: 1.6375039816, output_fired_time: 1.4753932953, propagate_forward_time: 54.9735412598, propagate_backward_time: 85.5791931152, weight_update_time: 0.1432191432, other_time: 3.2011718750
epoch time: 12.1501131058s, input_fired_time: 0.1953775585, output_fired_time: 0.0000000000, propagate_forward_time: 11.3382329941, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6165027618
validation[          , genome  7090] predictions:    9686/  10000 (96.86%), best:    9755/10000 (97.55%), error:      1030.85449, best error:       815.55267 on epoch:    12, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 142.4262695313s, input_fired_time: 1.6773054600, output_fired_time: 1.4788933992, propagate_forward_time: 52.9584197998, propagate_backward_time: 83.3737716675, weight_update_time: 0.1427393854, other_time: 2.9378738403
epoch time: 11.4410142899s, input_fired_time: 0.2430592626, output_fired_time: 0.0000000000, propagate_forward_time: 10.6772775650, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5206775665
validation[          , genome  7090] predictions:    9656/  10000 (96.56%), best:    9755/10000 (97.55%), error:      1162.38232, best error:       815.55267 on epoch:    12, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 143.8746337891s, input_fired_time: 1.5521882772, output_fired_time: 1.4864897728, propagate_forward_time: 53.4232177734, propagate_backward_time: 84.3129425049, weight_update_time: 0.1426329017, other_time: 3.0997924805
epoch time: 11.0456008911s, input_fired_time: 0.1785913110, output_fired_time: 0.0000000000, propagate_forward_time: 10.0878267288, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7791824341
validation[          , genome  7090] predictions:    9711/  10000 (97.11%), best:    9755/10000 (97.55%), error:       992.58490, best error:       815.55267 on epoch:    12, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 143.1218261719s, input_fired_time: 1.5686624050, output_fired_time: 1.4360098839, propagate_forward_time: 53.5015678406, propagate_backward_time: 83.5224227905, weight_update_time: 0.1428479999, other_time: 3.0931625366
epoch time: 11.0124292374s, input_fired_time: 0.1862694025, output_fired_time: 0.0000000000, propagate_forward_time: 10.2849998474, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5411596298
validation[          , genome  7090] predictions:    9721/  10000 (97.21%), best:    9755/10000 (97.55%), error:       939.38489, best error:       815.55267 on epoch:    12, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 135.1452331543s, input_fired_time: 1.4945145845, output_fired_time: 1.3869583607, propagate_forward_time: 50.4017448425, propagate_backward_time: 78.9472579956, weight_update_time: 0.1410553902, other_time: 2.9147415161
epoch time: 10.6191520691s, input_fired_time: 0.1811867207, output_fired_time: 0.0000000000, propagate_forward_time: 9.9112215042, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5267438889
validation[          , genome  7090] predictions:    9690/  10000 (96.90%), best:    9755/10000 (97.55%), error:       989.66388, best error:       815.55267 on epoch:    12, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 139.4403533936s, input_fired_time: 1.4829124212, output_fired_time: 1.3794438839, propagate_forward_time: 51.9912109375, propagate_backward_time: 81.6126937866, weight_update_time: 0.1397963911, other_time: 2.9740982056
epoch time: 10.4652099609s, input_fired_time: 0.1804612428, output_fired_time: 0.0000000000, propagate_forward_time: 9.7678241730, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5169248581
validation[          , genome  7090] predictions:    9699/  10000 (96.99%), best:    9755/10000 (97.55%), error:       971.47552, best error:       815.55267 on epoch:    12, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 138.6125030518s, input_fired_time: 1.5333485603, output_fired_time: 1.3281725645, propagate_forward_time: 51.6721267700, propagate_backward_time: 81.1812057495, weight_update_time: 0.1398951709, other_time: 2.8976440430
epoch time: 10.9868335724s, input_fired_time: 0.1880491674, output_fired_time: 0.0000000000, propagate_forward_time: 10.2627696991, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5360145569
validation[          , genome  7090] predictions:    9688/  10000 (96.88%), best:    9755/10000 (97.55%), error:      1007.38220, best error:       815.55267 on epoch:    12, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 151.5859375000s, input_fired_time: 1.8550624847, output_fired_time: 1.5084367990, propagate_forward_time: 56.6238822937, propagate_backward_time: 88.4752883911, weight_update_time: 0.1745637804, other_time: 3.1232681274
epoch time: 17.7817630768s, input_fired_time: 0.2050785273, output_fired_time: 0.0000000000, propagate_forward_time: 16.9884548187, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5882301331
validation[          , genome  7090] predictions:    9766/  10000 (97.66%), best:    9766/10000 (97.66%), error:       781.43555, best error:       781.43555 on epoch:    31, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 237.3478393555s, input_fired_time: 3.2570376396, output_fired_time: 2.2690565586, propagate_forward_time: 89.1944274902, propagate_backward_time: 137.4020233154, weight_update_time: 0.4719250500, other_time: 5.2252960205
epoch time: 20.4175720215s, input_fired_time: 0.2052367330, output_fired_time: 0.0000000000, propagate_forward_time: 19.6259078979, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5864276886
validation[          , genome  7090] predictions:    9737/  10000 (97.37%), best:    9766/10000 (97.66%), error:       880.91254, best error:       781.43555 on epoch:    31, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 229.0426025391s, input_fired_time: 2.6050548553, output_fired_time: 2.4089136124, propagate_forward_time: 85.7168884277, propagate_backward_time: 134.3251037598, weight_update_time: 0.4092502892, other_time: 3.9866333008
epoch time: 19.3265781403s, input_fired_time: 0.2049244046, output_fired_time: 0.0000000000, propagate_forward_time: 17.3298664093, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7917881012
validation[          , genome  7090] predictions:    9745/  10000 (97.45%), best:    9766/10000 (97.66%), error:       889.33020, best error:       781.43555 on epoch:    31, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 238.0230102539s, input_fired_time: 2.7820765972, output_fired_time: 2.0039694309, propagate_forward_time: 90.0827789307, propagate_backward_time: 137.8849945068, weight_update_time: 0.2060648352, other_time: 5.2691955566
epoch time: 18.5717182159s, input_fired_time: 0.2063688189, output_fired_time: 0.0000000000, propagate_forward_time: 17.7826271057, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5827217102
validation[          , genome  7090] predictions:    9718/  10000 (97.18%), best:    9766/10000 (97.66%), error:       929.11670, best error:       781.43555 on epoch:    31, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 246.7283020020s, input_fired_time: 2.5744419098, output_fired_time: 2.2653715611, propagate_forward_time: 91.2512512207, propagate_backward_time: 146.0494689941, weight_update_time: 0.1593385041, other_time: 4.5877685547
epoch time: 18.9559116364s, input_fired_time: 0.2060134262, output_fired_time: 0.0000000000, propagate_forward_time: 17.3346500397, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4152488708
validation[          , genome  7090] predictions:    9687/  10000 (96.87%), best:    9766/10000 (97.66%), error:      1067.51013, best error:       781.43555 on epoch:    31, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 243.0901184082s, input_fired_time: 1.7659928799, output_fired_time: 2.4998106956, propagate_forward_time: 90.4265289307, propagate_backward_time: 142.8081817627, weight_update_time: 0.4097802937, other_time: 5.5895996094
epoch time: 20.7870864868s, input_fired_time: 0.3668463230, output_fired_time: 0.0000000000, propagate_forward_time: 19.7724475861, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6477928162
validation[          , genome  7090] predictions:    9742/  10000 (97.42%), best:    9766/10000 (97.66%), error:       872.40051, best error:       781.43555 on epoch:    31, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 233.5574188232s, input_fired_time: 1.8579635620, output_fired_time: 2.2193005085, propagate_forward_time: 90.0741958618, propagate_backward_time: 133.8742370605, weight_update_time: 0.1591239572, other_time: 5.5317382813
epoch time: 10.9627151489s, input_fired_time: 0.1843662560, output_fired_time: 0.0000000000, propagate_forward_time: 10.2558946609, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5224542618
validation[          , genome  7090] predictions:    9748/  10000 (97.48%), best:    9766/10000 (97.66%), error:       855.77454, best error:       781.43555 on epoch:    31, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 148.4895324707s, input_fired_time: 1.8530435562, output_fired_time: 1.4268211126, propagate_forward_time: 55.2260589600, propagate_backward_time: 86.8147354126, weight_update_time: 0.1407707483, other_time: 3.1688766479
epoch time: 10.4539384842s, input_fired_time: 0.1765438467, output_fired_time: 0.0000000000, propagate_forward_time: 9.7679548264, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5094394684
validation[          , genome  7090] predictions:    9483/  10000 (94.83%), best:    9766/10000 (97.66%), error:      1624.83862, best error:       781.43555 on epoch:    31, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 139.5196685791s, input_fired_time: 1.6015571356, output_fired_time: 1.3506057262, propagate_forward_time: 51.9603958130, propagate_backward_time: 81.5883865356, weight_update_time: 0.1416979134, other_time: 3.0187225342
epoch time: 11.6093473434s, input_fired_time: 0.1867270917, output_fired_time: 0.0000000000, propagate_forward_time: 10.8888931274, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5337266922
validation[          , genome  7090] predictions:    9760/  10000 (97.60%), best:    9766/10000 (97.66%), error:       816.14722, best error:       781.43555 on epoch:    31, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 146.0626220703s, input_fired_time: 1.6199407578, output_fired_time: 1.4378334284, propagate_forward_time: 54.2633781433, propagate_backward_time: 85.6261138916, weight_update_time: 0.1426732987, other_time: 3.1153564453
epoch time: 12.1324882507s, input_fired_time: 0.1868991405, output_fired_time: 0.0000000000, propagate_forward_time: 11.4117288589, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5338602066
validation[          , genome  7090] predictions:    9722/  10000 (97.22%), best:    9766/10000 (97.66%), error:       919.99390, best error:       781.43555 on epoch:    31, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 139.7771606445s, input_fired_time: 1.5632847548, output_fired_time: 1.4679784775, propagate_forward_time: 52.0083770752, propagate_backward_time: 81.7368545532, weight_update_time: 0.1409755349, other_time: 3.0006790161
epoch time: 11.7426919937s, input_fired_time: 0.1725220680, output_fired_time: 0.0000000000, propagate_forward_time: 10.7720403671, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7981290817
validation[          , genome  7090] predictions:    9735/  10000 (97.35%), best:    9766/10000 (97.66%), error:       902.74103, best error:       781.43555 on epoch:    31, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 229.9196624756s, input_fired_time: 2.3429429531, output_fired_time: 3.0295827389, propagate_forward_time: 84.4718704224, propagate_backward_time: 135.0224761963, weight_update_time: 0.2174140215, other_time: 5.0527801514
epoch time: 23.8071632385s, input_fired_time: 0.3156654239, output_fired_time: 0.0000000000, propagate_forward_time: 22.3586826324, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1328144073
validation[          , genome  7090] predictions:    9773/  10000 (97.73%), best:    9773/10000 (97.73%), error:       778.24835, best error:       778.24835 on epoch:    42, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 251.9766235352s, input_fired_time: 2.1120936871, output_fired_time: 2.6109640598, propagate_forward_time: 98.0666809082, propagate_backward_time: 144.5887908936, weight_update_time: 0.2215866596, other_time: 4.5980987549
epoch time: 20.2200069427s, input_fired_time: 0.4562565982, output_fired_time: 0.0000000000, propagate_forward_time: 19.1820716858, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5816783905
validation[          , genome  7090] predictions:    9751/  10000 (97.51%), best:    9773/10000 (97.73%), error:       827.97083, best error:       778.24835 on epoch:    42, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 221.2120666504s, input_fired_time: 1.8890504837, output_fired_time: 1.5899878740, propagate_forward_time: 82.7158432007, propagate_backward_time: 130.9705200195, weight_update_time: 0.2060101777, other_time: 4.0466613770
epoch time: 19.1206340790s, input_fired_time: 0.2060190886, output_fired_time: 0.0000000000, propagate_forward_time: 17.9716434479, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9429721832
validation[          , genome  7090] predictions:    9756/  10000 (97.56%), best:    9773/10000 (97.73%), error:       830.76617, best error:       778.24835 on epoch:    42, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 218.1710357666s, input_fired_time: 2.9023699760, output_fired_time: 2.4185974598, propagate_forward_time: 81.0882873535, propagate_backward_time: 126.8955841064, weight_update_time: 0.1588874906, other_time: 4.8661956787
epoch time: 17.8655757904s, input_fired_time: 0.2062438428, output_fired_time: 0.0000000000, propagate_forward_time: 17.0728454590, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5864868164
validation[          , genome  7090] predictions:    9755/  10000 (97.55%), best:    9773/10000 (97.73%), error:       824.07013, best error:       778.24835 on epoch:    42, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 223.5698852539s, input_fired_time: 2.2804658413, output_fired_time: 2.1244275570, propagate_forward_time: 84.2898635864, propagate_backward_time: 129.7760772705, weight_update_time: 0.7062572837, other_time: 5.0990447998
epoch time: 18.7251091003s, input_fired_time: 0.2060493082, output_fired_time: 0.0000000000, propagate_forward_time: 17.9374027252, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5816574097
validation[          , genome  7090] predictions:    9754/  10000 (97.54%), best:    9773/10000 (97.73%), error:       840.76709, best error:       778.24835 on epoch:    42, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 220.2360992432s, input_fired_time: 2.4286122322, output_fired_time: 2.3925933838, propagate_forward_time: 82.7887191772, propagate_backward_time: 126.9223937988, weight_update_time: 0.1590210646, other_time: 5.7037658691
epoch time: 18.0033607483s, input_fired_time: 0.4556292593, output_fired_time: 0.0000000000, propagate_forward_time: 16.4570636749, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0906677246
validation[          , genome  7090] predictions:    9759/  10000 (97.59%), best:    9773/10000 (97.73%), error:       826.95898, best error:       778.24835 on epoch:    42, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 213.9798583984s, input_fired_time: 2.4692513943, output_fired_time: 1.7800351381, propagate_forward_time: 82.4609756470, propagate_backward_time: 122.9209671021, weight_update_time: 0.4091564715, other_time: 4.3486328125
epoch time: 17.5312614441s, input_fired_time: 0.4580185413, output_fired_time: 0.0000000000, propagate_forward_time: 15.9064044952, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1668376923
validation[          , genome  7090] predictions:    9733/  10000 (97.33%), best:    9773/10000 (97.73%), error:       882.27075, best error:       778.24835 on epoch:    42, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 211.3914947510s, input_fired_time: 2.6402435303, output_fired_time: 2.5447630882, propagate_forward_time: 78.2950363159, propagate_backward_time: 123.0985641479, weight_update_time: 0.1903904527, other_time: 4.8128814697
epoch time: 16.8574275970s, input_fired_time: 0.4714299440, output_fired_time: 0.0000000000, propagate_forward_time: 15.5541296005, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8318681717
validation[          , genome  7090] predictions:    9774/  10000 (97.74%), best:    9773/10000 (97.73%), error:       787.51245, best error:       778.24835 on epoch:    42, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 210.4009704590s, input_fired_time: 2.3910377026, output_fired_time: 2.3297832012, propagate_forward_time: 78.3654556274, propagate_backward_time: 122.2776947021, weight_update_time: 0.1590246707, other_time: 5.0369949341
epoch time: 16.9356136322s, input_fired_time: 0.2078367770, output_fired_time: 0.0000000000, propagate_forward_time: 15.8918342590, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8359432220
validation[          , genome  7090] predictions:    9770/  10000 (97.70%), best:    9773/10000 (97.73%), error:       824.52765, best error:       778.24835 on epoch:    42, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 209.0181121826s, input_fired_time: 2.3918404579, output_fired_time: 1.5444133282, propagate_forward_time: 77.6002044678, propagate_backward_time: 122.9847946167, weight_update_time: 0.1590917557, other_time: 4.4968490601
epoch time: 17.1917667389s, input_fired_time: 0.2066662759, output_fired_time: 0.0000000000, propagate_forward_time: 16.4041709900, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5809288025
validation[          , genome  7090] predictions:    9761/  10000 (97.61%), best:    9773/10000 (97.73%), error:       809.54620, best error:       778.24835 on epoch:    42, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 210.2690734863s, input_fired_time: 2.6542980671, output_fired_time: 1.7845159769, propagate_forward_time: 78.7157287598, propagate_backward_time: 121.6340866089, weight_update_time: 0.1589975208, other_time: 5.4804458618
epoch time: 16.8189868927s, input_fired_time: 0.2055889666, output_fired_time: 0.0000000000, propagate_forward_time: 15.2804813385, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3329162598
validation[          , genome  7090] predictions:    9748/  10000 (97.48%), best:    9773/10000 (97.73%), error:       877.05786, best error:       778.24835 on epoch:    42, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 213.2358093262s, input_fired_time: 2.3920142651, output_fired_time: 2.3426108360, propagate_forward_time: 79.2502593994, propagate_backward_time: 124.4346313477, weight_update_time: 0.1589832157, other_time: 4.8162994385
epoch time: 17.3118457794s, input_fired_time: 0.2054804713, output_fired_time: 0.0000000000, propagate_forward_time: 16.4558639526, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6505012512
validation[          , genome  7090] predictions:    9720/  10000 (97.20%), best:    9773/10000 (97.73%), error:       876.76978, best error:       778.24835 on epoch:    42, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 178.5685272217s, input_fired_time: 1.8827539682, output_fired_time: 1.4568701982, propagate_forward_time: 66.9177017212, propagate_backward_time: 103.5782775879, weight_update_time: 0.1525939554, other_time: 4.7329330444
epoch time: 12.3031892776s, input_fired_time: 0.1996133775, output_fired_time: 0.0000000000, propagate_forward_time: 11.4404907227, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6630849838
validation[          , genome  7090] predictions:    9682/  10000 (96.82%), best:    9773/10000 (97.73%), error:      1012.05267, best error:       778.24835 on epoch:    42, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 148.5529327393s, input_fired_time: 1.5721276999, output_fired_time: 1.4355843067, propagate_forward_time: 55.6465263367, propagate_backward_time: 86.8125762939, weight_update_time: 0.1504306644, other_time: 3.0861206055
epoch time: 11.8931350708s, input_fired_time: 0.1942557395, output_fired_time: 0.0000000000, propagate_forward_time: 11.1482954025, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5505838394
validation[          , genome  7090] predictions:    9742/  10000 (97.42%), best:    9773/10000 (97.73%), error:       928.34723, best error:       778.24835 on epoch:    42, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 146.9753875732s, input_fired_time: 1.5676749945, output_fired_time: 1.4346835613, propagate_forward_time: 55.0514144897, propagate_backward_time: 85.8138046265, weight_update_time: 0.1495091468, other_time: 3.1078186035
epoch time: 11.8798055649s, input_fired_time: 0.1981653869, output_fired_time: 0.0000000000, propagate_forward_time: 11.1209249496, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5607156754
validation[          , genome  7090] predictions:    9756/  10000 (97.56%), best:    9773/10000 (97.73%), error:       836.11328, best error:       778.24835 on epoch:    42, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 152.0352783203s, input_fired_time: 1.6249988079, output_fired_time: 1.6508605480, propagate_forward_time: 56.6304664612, propagate_backward_time: 88.8781890869, weight_update_time: 0.1467013210, other_time: 3.2507629395
epoch time: 11.1223773956s, input_fired_time: 0.1875730157, output_fired_time: 0.0000000000, propagate_forward_time: 10.4050464630, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5297574997
validation[          , genome  7090] predictions:    9755/  10000 (97.55%), best:    9773/10000 (97.73%), error:       823.01898, best error:       778.24835 on epoch:    42, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 147.1723937988s, input_fired_time: 1.6106439829, output_fired_time: 1.4917967319, propagate_forward_time: 55.0062789917, propagate_backward_time: 85.9926300049, weight_update_time: 0.1492166519, other_time: 3.0710525513
epoch time: 13.0227622986s, input_fired_time: 0.2030545324, output_fired_time: 0.0000000000, propagate_forward_time: 12.2429466248, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5767612457
validation[          , genome  7090] predictions:    9761/  10000 (97.61%), best:    9773/10000 (97.73%), error:       831.15112, best error:       778.24835 on epoch:    42, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 148.5460052490s, input_fired_time: 1.5445926189, output_fired_time: 1.5713325739, propagate_forward_time: 55.7473449707, propagate_backward_time: 86.5491561890, weight_update_time: 0.1466362476, other_time: 3.1335830688
epoch time: 11.4416828156s, input_fired_time: 0.1871859729, output_fired_time: 0.0000000000, propagate_forward_time: 10.7249183655, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5295782089
validation[          , genome  7090] predictions:    9772/  10000 (97.72%), best:    9773/10000 (97.73%), error:       793.00189, best error:       778.24835 on epoch:    42, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 149.8982543945s, input_fired_time: 1.6393747330, output_fired_time: 1.5708792210, propagate_forward_time: 56.0864562988, propagate_backward_time: 87.3115386963, weight_update_time: 0.1466153115, other_time: 3.2900085449
epoch time: 11.9556875229s, input_fired_time: 0.1955112219, output_fired_time: 0.0000000000, propagate_forward_time: 11.2064895630, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5536870956
validation[          , genome  7090] predictions:    9776/  10000 (97.76%), best:    9776/10000 (97.76%), error:       738.14429, best error:       738.14429 on epoch:    60, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 148.6216583252s, input_fired_time: 1.6247445345, output_fired_time: 1.4672696590, propagate_forward_time: 55.7847633362, propagate_backward_time: 86.6990661621, weight_update_time: 0.1487124115, other_time: 3.0458221436
epoch time: 11.3027639389s, input_fired_time: 0.3087667525, output_fired_time: 0.0000000000, propagate_forward_time: 10.4680185318, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5259790421
validation[          , genome  7090] predictions:    9733/  10000 (97.33%), best:    9776/10000 (97.76%), error:       884.51312, best error:       738.14429 on epoch:    60, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 146.5254516602s, input_fired_time: 1.5471858978, output_fired_time: 1.5080223083, propagate_forward_time: 54.6031608582, propagate_backward_time: 85.8616943359, weight_update_time: 0.1462358683, other_time: 3.0053863525
epoch time: 11.4454298019s, input_fired_time: 0.1928000897, output_fired_time: 0.0000000000, propagate_forward_time: 10.7035112381, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5491180420
validation[          , genome  7090] predictions:    9759/  10000 (97.59%), best:    9776/10000 (97.76%), error:       836.45892, best error:       738.14429 on epoch:    60, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 147.0431518555s, input_fired_time: 1.5351980925, output_fired_time: 1.3865482807, propagate_forward_time: 54.8166656494, propagate_backward_time: 85.9447631836, weight_update_time: 0.1458262056, other_time: 3.3599700928
epoch time: 12.9902658463s, input_fired_time: 0.1860282570, output_fired_time: 0.0000000000, propagate_forward_time: 12.2690982819, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5351390839
validation[          , genome  7090] predictions:    9756/  10000 (97.56%), best:    9776/10000 (97.76%), error:       865.25720, best error:       738.14429 on epoch:    60, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 145.9599456787s, input_fired_time: 1.5827808380, output_fired_time: 1.4964730740, propagate_forward_time: 54.7317581177, propagate_backward_time: 84.8964843750, weight_update_time: 0.1455144435, other_time: 3.2524490356
epoch time: 11.9835147858s, input_fired_time: 0.1897915602, output_fired_time: 0.0000000000, propagate_forward_time: 11.2526264191, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5410966873
validation[          , genome  7090] predictions:    9772/  10000 (97.72%), best:    9776/10000 (97.76%), error:       752.09320, best error:       738.14429 on epoch:    60, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 142.1840972900s, input_fired_time: 1.5344626904, output_fired_time: 1.3839850426, propagate_forward_time: 53.1339263916, propagate_backward_time: 83.0406112671, weight_update_time: 0.1449911445, other_time: 3.0911026001
epoch time: 12.5268478394s, input_fired_time: 0.1923459768, output_fired_time: 0.0000000000, propagate_forward_time: 11.7874231339, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5470790863
validation[          , genome  7090] predictions:    9738/  10000 (97.38%), best:    9776/10000 (97.76%), error:       887.39075, best error:       738.14429 on epoch:    60, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 143.0314941406s, input_fired_time: 1.5325382948, output_fired_time: 1.4318022728, propagate_forward_time: 53.3950538635, propagate_backward_time: 83.6837005615, weight_update_time: 0.1453792900, other_time: 2.9884033203
epoch time: 12.1637067795s, input_fired_time: 0.1943622231, output_fired_time: 0.0000000000, propagate_forward_time: 11.4166030884, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5527410507
validation[          , genome  7090] predictions:    9744/  10000 (97.44%), best:    9776/10000 (97.76%), error:       864.13245, best error:       738.14429 on epoch:    60, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 142.5939178467s, input_fired_time: 1.6243692636, output_fired_time: 1.3963418007, propagate_forward_time: 53.1914024353, propagate_backward_time: 83.3690490723, weight_update_time: 0.1466008574, other_time: 3.0127410889
epoch time: 12.3415174484s, input_fired_time: 0.1876897216, output_fired_time: 0.0000000000, propagate_forward_time: 11.5409021378, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6129255295
validation[          , genome  7090] predictions:    9696/  10000 (96.96%), best:    9776/10000 (97.76%), error:      1017.16412, best error:       738.14429 on epoch:    60, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 142.3939666748s, input_fired_time: 1.5454058647, output_fired_time: 1.4764143229, propagate_forward_time: 53.2711296082, propagate_backward_time: 83.1020355225, weight_update_time: 0.1461488307, other_time: 2.9989776611
epoch time: 10.1736745834s, input_fired_time: 0.1766646504, output_fired_time: 0.0000000000, propagate_forward_time: 9.4877042770, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5093059540
validation[          , genome  7090] predictions:    9616/  10000 (96.16%), best:    9776/10000 (97.76%), error:      1297.00977, best error:       738.14429 on epoch:    60, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 148.9000244141s, input_fired_time: 1.6056191921, output_fired_time: 1.5608723164, propagate_forward_time: 55.9143905640, propagate_backward_time: 86.6133346558, weight_update_time: 0.1444694847, other_time: 3.2058105469
epoch time: 13.8085441589s, input_fired_time: 0.1876497567, output_fired_time: 0.0000000000, propagate_forward_time: 13.0861148834, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5347795486
validation[          , genome  7090] predictions:    9764/  10000 (97.64%), best:    9776/10000 (97.76%), error:       821.35736, best error:       738.14429 on epoch:    60, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 140.2255554199s, input_fired_time: 1.5041023493, output_fired_time: 1.5232955217, propagate_forward_time: 52.2123908997, propagate_backward_time: 81.9764404297, weight_update_time: 0.1407712698, other_time: 3.0093231201
epoch time: 10.1605682373s, input_fired_time: 0.1779713482, output_fired_time: 0.0000000000, propagate_forward_time: 9.4759578705, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5066394806
validation[          , genome  7090] predictions:    9786/  10000 (97.86%), best:    9776/10000 (97.76%), error:       760.94446, best error:       738.14429 on epoch:    60, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 140.4563598633s, input_fired_time: 1.6341247559, output_fired_time: 1.3495240211, propagate_forward_time: 52.1028976440, propagate_backward_time: 82.3271255493, weight_update_time: 0.1421280205, other_time: 3.0426940918
epoch time: 10.2231941223s, input_fired_time: 0.1786666512, output_fired_time: 0.0000000000, propagate_forward_time: 9.5368585587, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5076684952
validation[          , genome  7090] predictions:    9760/  10000 (97.60%), best:    9776/10000 (97.76%), error:       831.86713, best error:       738.14429 on epoch:    60, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 139.6730499268s, input_fired_time: 1.4892604351, output_fired_time: 1.4145761728, propagate_forward_time: 52.4868202209, propagate_backward_time: 81.2713317871, weight_update_time: 0.1393852085, other_time: 3.0110626221
epoch time: 10.6145429611s, input_fired_time: 0.1830576062, output_fired_time: 0.0000000000, propagate_forward_time: 9.9114685059, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5200166702
validation[          , genome  7090] predictions:    9735/  10000 (97.35%), best:    9776/10000 (97.76%), error:       889.32367, best error:       738.14429 on epoch:    60, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 141.0138092041s, input_fired_time: 1.5055706501, output_fired_time: 1.3423854113, propagate_forward_time: 52.5864372253, propagate_backward_time: 82.4513320923, weight_update_time: 0.1414388567, other_time: 3.1280746460
epoch time: 10.8311376572s, input_fired_time: 0.1797567159, output_fired_time: 0.0000000000, propagate_forward_time: 10.1462831497, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5050973892
validation[          , genome  7090] predictions:    9770/  10000 (97.70%), best:    9776/10000 (97.76%), error:       822.82666, best error:       738.14429 on epoch:    60, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 200.8385314941s, input_fired_time: 1.8115959167, output_fired_time: 1.7885842323, propagate_forward_time: 75.3128433228, propagate_backward_time: 117.7261886597, weight_update_time: 0.1525508612, other_time: 4.1993103027
epoch time: 17.9322643280s, input_fired_time: 0.2069376260, output_fired_time: 0.0000000000, propagate_forward_time: 17.0433158875, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6820106506
validation[          , genome  7090] predictions:    9771/  10000 (97.71%), best:    9776/10000 (97.76%), error:       768.44629, best error:       738.14429 on epoch:    60, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 273.5772094727s, input_fired_time: 2.8062090874, output_fired_time: 2.7944164276, propagate_forward_time: 104.5574340820, propagate_backward_time: 157.3847808838, weight_update_time: 0.7683995366, other_time: 6.0343780518
epoch time: 24.7985839844s, input_fired_time: 0.3362774253, output_fired_time: 0.0000000000, propagate_forward_time: 23.7702407837, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6920661926
validation[          , genome  7090] predictions:    9743/  10000 (97.43%), best:    9776/10000 (97.76%), error:       851.54626, best error:       738.14429 on epoch:    60, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 278.4033508301s, input_fired_time: 3.4736363888, output_fired_time: 2.3928172588, propagate_forward_time: 102.5135498047, propagate_backward_time: 163.5223236084, weight_update_time: 0.2994998097, other_time: 6.5010223389
epoch time: 26.8898792267s, input_fired_time: 0.5533006191, output_fired_time: 0.0000000000, propagate_forward_time: 25.1552753448, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1813030243
validation[          , genome  7090] predictions:    9735/  10000 (97.35%), best:    9776/10000 (97.76%), error:       894.64240, best error:       738.14429 on epoch:    60, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 297.8070068359s, input_fired_time: 3.2091002464, output_fired_time: 2.2984213829, propagate_forward_time: 109.4146957397, propagate_backward_time: 175.8476257324, weight_update_time: 0.4088812768, other_time: 7.0371398926
epoch time: 27.7308635712s, input_fired_time: 0.6313241720, output_fired_time: 0.0000000000, propagate_forward_time: 25.6399269104, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4596118927
validation[          , genome  7090] predictions:    9761/  10000 (97.61%), best:    9776/10000 (97.76%), error:       840.36713, best error:       738.14429 on epoch:    60, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 285.5415649414s, input_fired_time: 2.3469300270, output_fired_time: 2.2922501564, propagate_forward_time: 110.4681167603, propagate_backward_time: 165.3223114014, weight_update_time: 0.1589785665, other_time: 5.1119842529
epoch time: 18.9279499054s, input_fired_time: 0.5070288181, output_fired_time: 0.0000000000, propagate_forward_time: 17.8385868073, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5823345184
validation[          , genome  7090] predictions:    9756/  10000 (97.56%), best:    9776/10000 (97.76%), error:       825.33331, best error:       738.14429 on epoch:    60, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 223.2237091064s, input_fired_time: 2.6444807053, output_fired_time: 1.7735754251, propagate_forward_time: 82.2972030640, propagate_backward_time: 131.4304656982, weight_update_time: 0.1588654369, other_time: 5.0779876709
epoch time: 17.0619487762s, input_fired_time: 0.4586327970, output_fired_time: 0.0000000000, propagate_forward_time: 16.0204086304, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5829067230
validation[          , genome  7090] predictions:    9765/  10000 (97.65%), best:    9776/10000 (97.76%), error:       805.80890, best error:       738.14429 on epoch:    60, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 218.2671508789s, input_fired_time: 2.2868788242, output_fired_time: 1.8417739868, propagate_forward_time: 81.8023071289, propagate_backward_time: 128.2247467041, weight_update_time: 0.4090254009, other_time: 4.1114349365
epoch time: 19.4198036194s, input_fired_time: 0.4580312967, output_fired_time: 0.0000000000, propagate_forward_time: 18.3800315857, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5817413330
validation[          , genome  7090] predictions:    9603/  10000 (96.03%), best:    9776/10000 (97.76%), error:      1268.66565, best error:       738.14429 on epoch:    60, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 250.5366363525s, input_fired_time: 2.3321812153, output_fired_time: 2.1824090481, propagate_forward_time: 92.6585998535, propagate_backward_time: 147.6570892334, weight_update_time: 0.1589109749, other_time: 5.7063598633
epoch time: 17.2651615143s, input_fired_time: 0.2082064152, output_fired_time: 0.0000000000, propagate_forward_time: 15.7186431885, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3383121490
validation[          , genome  7090] predictions:    9778/  10000 (97.78%), best:    9776/10000 (97.76%), error:       763.33051, best error:       738.14429 on epoch:    60, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 254.6871643066s, input_fired_time: 3.0685706139, output_fired_time: 2.7319681644, propagate_forward_time: 97.8044891357, propagate_backward_time: 146.5775451660, weight_update_time: 0.2684424222, other_time: 4.5045928955
epoch time: 35.1854209900s, input_fired_time: 0.3469542265, output_fired_time: 0.0000000000, propagate_forward_time: 34.1444816589, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6939849854
validation[          , genome  7090] predictions:    9773/  10000 (97.73%), best:    9776/10000 (97.76%), error:       803.61932, best error:       738.14429 on epoch:    60, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 315.2147827148s, input_fired_time: 3.8549468517, output_fired_time: 2.8449475765, propagate_forward_time: 116.8979339600, propagate_backward_time: 185.2855377197, weight_update_time: 0.2785830498, other_time: 6.3314208984
epoch time: 12.3356151581s, input_fired_time: 0.1832931489, output_fired_time: 0.0000000000, propagate_forward_time: 11.6330442429, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5192775726
validation[          , genome  7090] predictions:    9758/  10000 (97.58%), best:    9776/10000 (97.76%), error:       839.37280, best error:       738.14429 on epoch:    60, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 144.0178222656s, input_fired_time: 1.5565022230, output_fired_time: 1.3646670580, propagate_forward_time: 53.9048080444, propagate_backward_time: 84.2432632446, weight_update_time: 0.1432037801, other_time: 2.9485778809
epoch time: 12.0650787354s, input_fired_time: 0.3060586452, output_fired_time: 0.0000000000, propagate_forward_time: 11.2066774368, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5523424149
validation[          , genome  7090] predictions:    9749/  10000 (97.49%), best:    9776/10000 (97.76%), error:       806.91205, best error:       738.14429 on epoch:    60, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 143.4881134033s, input_fired_time: 1.5394402742, output_fired_time: 1.4895505905, propagate_forward_time: 53.3645668030, propagate_backward_time: 84.0478286743, weight_update_time: 0.1449645162, other_time: 3.0467300415
epoch time: 10.7623939514s, input_fired_time: 0.1811211556, output_fired_time: 0.0000000000, propagate_forward_time: 10.0690298080, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5122432709
validation[          , genome  7090] predictions:    9791/  10000 (97.91%), best:    9776/10000 (97.76%), error:       765.11646, best error:       738.14429 on epoch:    60, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 143.6962127686s, input_fired_time: 1.7740998268, output_fired_time: 1.3626106977, propagate_forward_time: 53.3589477539, propagate_backward_time: 84.1165237427, weight_update_time: 0.1429836452, other_time: 3.0840377808
epoch time: 11.6865453720s, input_fired_time: 0.1840657592, output_fired_time: 0.0000000000, propagate_forward_time: 10.9823312759, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5201482773
validation[          , genome  7090] predictions:    9772/  10000 (97.72%), best:    9776/10000 (97.76%), error:       791.37872, best error:       738.14429 on epoch:    60, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 142.0924224854s, input_fired_time: 1.6397405863, output_fired_time: 1.3505218029, propagate_forward_time: 53.0741500854, propagate_backward_time: 83.0834884644, weight_update_time: 0.1419098973, other_time: 2.9445190430
epoch time: 11.8283939362s, input_fired_time: 0.2999626696, output_fired_time: 0.0000000000, propagate_forward_time: 10.8395290375, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6889019012
validation[          , genome  7090] predictions:    9763/  10000 (97.63%), best:    9776/10000 (97.76%), error:       780.09650, best error:       738.14429 on epoch:    60, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 142.7692871094s, input_fired_time: 1.5415591002, output_fired_time: 1.3899579048, propagate_forward_time: 53.2330169678, propagate_backward_time: 83.6258926392, weight_update_time: 0.1450403631, other_time: 2.9788589478
epoch time: 11.7927951813s, input_fired_time: 0.1963723451, output_fired_time: 0.0000000000, propagate_forward_time: 11.0465574265, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5498657227
validation[          , genome  7090] predictions:    9728/  10000 (97.28%), best:    9776/10000 (97.76%), error:       886.20880, best error:       738.14429 on epoch:    60, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 138.5594787598s, input_fired_time: 1.5193482637, output_fired_time: 1.3546245098, propagate_forward_time: 51.4704704285, propagate_backward_time: 81.2789306641, weight_update_time: 0.1420594156, other_time: 2.9360961914
epoch time: 12.2254724503s, input_fired_time: 0.1930586398, output_fired_time: 0.0000000000, propagate_forward_time: 11.4933185577, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5390949249
validation[          , genome  7090] predictions:    9741/  10000 (97.41%), best:    9776/10000 (97.76%), error:       826.31177, best error:       738.14429 on epoch:    60, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 141.8587646484s, input_fired_time: 1.6273339987, output_fired_time: 1.3551232815, propagate_forward_time: 52.4940490723, propagate_backward_time: 83.3317184448, weight_update_time: 0.1420174092, other_time: 3.0505447388
epoch time: 11.7850675583s, input_fired_time: 0.1916864663, output_fired_time: 0.0000000000, propagate_forward_time: 10.9458026886, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6475782394
validation[          , genome  7090] predictions:    9782/  10000 (97.82%), best:    9776/10000 (97.76%), error:       810.07501, best error:       738.14429 on epoch:    60, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 143.0925598145s, input_fired_time: 1.6336601973, output_fired_time: 1.4834880829, propagate_forward_time: 53.5992012024, propagate_backward_time: 83.1614379883, weight_update_time: 0.1430353522, other_time: 3.2147674561
epoch time: 11.9286069870s, input_fired_time: 0.1959858388, output_fired_time: 0.0000000000, propagate_forward_time: 11.1800098419, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5526113510
validation[          , genome  7090] predictions:    9767/  10000 (97.67%), best:    9776/10000 (97.76%), error:       821.44513, best error:       738.14429 on epoch:    60, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 138.6685943604s, input_fired_time: 1.5232069492, output_fired_time: 1.3464601040, propagate_forward_time: 51.3919448853, propagate_backward_time: 81.4687728882, weight_update_time: 0.1459497362, other_time: 2.9382019043
epoch time: 11.2275800705s, input_fired_time: 0.1911012381, output_fired_time: 0.0000000000, propagate_forward_time: 10.4948635101, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5416154861
validation[          , genome  7090] predictions:    9751/  10000 (97.51%), best:    9776/10000 (97.76%), error:       871.60120, best error:       738.14429 on epoch:    60, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 144.7972564697s, input_fired_time: 1.7627106905, output_fired_time: 1.3532633781, propagate_forward_time: 54.0213508606, propagate_backward_time: 84.5666046143, weight_update_time: 0.1421392709, other_time: 3.0933380127
epoch time: 10.2120819092s, input_fired_time: 0.1802994013, output_fired_time: 0.0000000000, propagate_forward_time: 9.5156393051, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5161428452
validation[          , genome  7090] predictions:    9758/  10000 (97.58%), best:    9776/10000 (97.76%), error:       839.33850, best error:       738.14429 on epoch:    60, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 140.9510650635s, input_fired_time: 1.5109010935, output_fired_time: 1.4440096617, propagate_forward_time: 52.6639938354, propagate_backward_time: 82.3998107910, weight_update_time: 0.1419063658, other_time: 2.9323501587
epoch time: 10.5159845352s, input_fired_time: 0.1792974025, output_fired_time: 0.0000000000, propagate_forward_time: 9.8207511902, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5159358978
validation[          , genome  7090] predictions:    9771/  10000 (97.71%), best:    9776/10000 (97.76%), error:       793.16052, best error:       738.14429 on epoch:    60, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 136.0540313721s, input_fired_time: 1.4987562895, output_fired_time: 1.3274674416, propagate_forward_time: 50.7541084290, propagate_backward_time: 79.3993530273, weight_update_time: 0.1388327330, other_time: 3.0743560791
epoch time: 11.2897663116s, input_fired_time: 0.1922773272, output_fired_time: 0.0000000000, propagate_forward_time: 10.5589313507, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5385580063
validation[          , genome  7090] predictions:    9742/  10000 (97.42%), best:    9776/10000 (97.76%), error:       853.68695, best error:       738.14429 on epoch:    60, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 142.3607330322s, input_fired_time: 1.5074764490, output_fired_time: 1.4474569559, propagate_forward_time: 53.3756828308, propagate_backward_time: 82.9211730957, weight_update_time: 0.1409678608, other_time: 3.1089324951
epoch time: 10.9224300385s, input_fired_time: 0.1818764061, output_fired_time: 0.0000000000, propagate_forward_time: 10.2265453339, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5140085220
validation[          , genome  7090] predictions:    9764/  10000 (97.64%), best:    9776/10000 (97.76%), error:       853.73950, best error:       738.14429 on epoch:    60, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 141.1525573730s, input_fired_time: 1.7414160967, output_fired_time: 1.4470430613, propagate_forward_time: 52.6464653015, propagate_backward_time: 82.1032028198, weight_update_time: 0.1407215744, other_time: 3.2144393921
epoch time: 11.3276557922s, input_fired_time: 0.1914796531, output_fired_time: 0.0000000000, propagate_forward_time: 10.5926465988, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5435295105
validation[          , genome  7090] predictions:    9772/  10000 (97.72%), best:    9776/10000 (97.76%), error:       791.18524, best error:       738.14429 on epoch:    60, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 144.3087005615s, input_fired_time: 1.6157912016, output_fired_time: 1.4333432913, propagate_forward_time: 53.8715171814, propagate_backward_time: 84.0216445923, weight_update_time: 0.1402653605, other_time: 3.3664016724
epoch time: 11.9536075592s, input_fired_time: 0.1862315387, output_fired_time: 0.0000000000, propagate_forward_time: 11.1470012665, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6203746796
validation[          , genome  7090] predictions:    9782/  10000 (97.82%), best:    9776/10000 (97.76%), error:       757.41418, best error:       738.14429 on epoch:    60, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 143.0531005859s, input_fired_time: 1.5196764469, output_fired_time: 1.3521884680, propagate_forward_time: 53.3772621155, propagate_backward_time: 83.8584365845, weight_update_time: 0.1427736878, other_time: 2.9455337524
epoch time: 11.3470411301s, input_fired_time: 0.1870451123, output_fired_time: 0.0000000000, propagate_forward_time: 10.6349391937, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5250568390
validation[          , genome  7090] predictions:    9761/  10000 (97.61%), best:    9776/10000 (97.76%), error:       808.46973, best error:       738.14429 on epoch:    60, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 141.6578063965s, input_fired_time: 1.6570274830, output_fired_time: 1.4207632542, propagate_forward_time: 52.5700874329, propagate_backward_time: 82.8668746948, weight_update_time: 0.2376954705, other_time: 3.1430587769
epoch time: 11.7808179855s, input_fired_time: 0.1932383478, output_fired_time: 0.0000000000, propagate_forward_time: 10.9099874496, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6775922775
validation[          , genome  7090] predictions:    9737/  10000 (97.37%), best:    9776/10000 (97.76%), error:       923.99207, best error:       738.14429 on epoch:    60, epoch:  100/100, mu: 0.9870989323, learning_rate: 0.0000740065, weight_decay: 0.0000029603

evaluating best weights on full training data.
evaluting training set with running mean/variance:
epoch time: 54.0992965698s, input_fired_time: 0.9496946335, output_fired_time: 0.0000000000, propagate_forward_time: 50.4430885315, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.7065124512
best training[          , genome  7090] predictions:   49563/  50000 (99.13%), best:    9776/10000 (97.76%), error:      1575.02588, best error:       738.14429 on epoch:    60, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
evaluating best weights on test data.
evaluting test set with running mean/variance:
epoch time: 11.5912132263s, input_fired_time: 0.1783046424, output_fired_time: 0.0000000000, propagate_forward_time: 10.8054828644, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6074256897
   testing[          , genome  7090] predictions:    9774/  10000 (97.74%), best:    9776/10000 (97.76%), error:       701.82385, best error:       738.14429 on epoch:    60, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
16:21:32 (10344): called boinc_finish(0)

</stderr_txt>
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