Nameexact_genome_1512568488_45_3487_0
Workunit2588694
Created7 Dec 2017, 5:04:56 UTC
Sent7 Dec 2017, 5:06:35 UTC
Report deadline11 Dec 2017, 1:44:55 UTC
Received7 Dec 2017, 7:21:06 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID52322
Run time2 hours 13 min 56 sec
CPU time2 hours 7 min 56 sec
Validate stateValid
Credit964.99
Device peak FLOPS2.94 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size154.04 MB
Peak swap size152.48 MB
Peak disk usage1.58 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
t_fired_time: 0.0790038779, output_fired_time: 0.0000000000, propagate_forward_time: 5.0400276184, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4251198769
validation[          , genome  3487] predictions:    9489/  10000 (94.89%), best:    9548/10000 (95.48%), error:      1664.51685, best error:      1521.20691 on epoch:    13, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 69.6913375854s, input_fired_time: 0.6532486081, output_fired_time: 0.6451122761, propagate_forward_time: 25.4634933472, propagate_backward_time: 40.4548988342, weight_update_time: 0.1443824768, other_time: 2.4745826721
epoch time: 5.5938048363s, input_fired_time: 0.0812769979, output_fired_time: 0.0000000000, propagate_forward_time: 5.0756874084, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4368405342
validation[          , genome  3487] predictions:    9536/  10000 (95.36%), best:    9548/10000 (95.48%), error:      1554.97778, best error:      1521.20691 on epoch:    13, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 70.3977203369s, input_fired_time: 0.6542325616, output_fired_time: 0.6578397155, propagate_forward_time: 25.8594455719, propagate_backward_time: 40.7469100952, weight_update_time: 0.1467548758, other_time: 2.4792938232
epoch time: 5.7730093002s, input_fired_time: 0.0839498937, output_fired_time: 0.0000000000, propagate_forward_time: 5.2484011650, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4406580925
validation[          , genome  3487] predictions:    9539/  10000 (95.39%), best:    9548/10000 (95.48%), error:      1565.01855, best error:      1521.20691 on epoch:    13, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 70.0645523071s, input_fired_time: 0.6583192348, output_fired_time: 0.6459490657, propagate_forward_time: 25.6683483124, propagate_backward_time: 40.6189308167, weight_update_time: 0.1470251530, other_time: 2.4730033875
epoch time: 5.8175244331s, input_fired_time: 0.0830443501, output_fired_time: 0.0000000000, propagate_forward_time: 5.2907586098, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4437212944
validation[          , genome  3487] predictions:    9523/  10000 (95.23%), best:    9548/10000 (95.48%), error:      1612.10242, best error:      1521.20691 on epoch:    13, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 66.1906127930s, input_fired_time: 0.6244723797, output_fired_time: 0.6130841970, propagate_forward_time: 24.3147163391, propagate_backward_time: 38.2691383362, weight_update_time: 0.1400432438, other_time: 2.3692016602
epoch time: 5.0641479492s, input_fired_time: 0.0767414644, output_fired_time: 0.0000000000, propagate_forward_time: 4.5797858238, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4076204300
validation[          , genome  3487] predictions:    9521/  10000 (95.21%), best:    9548/10000 (95.48%), error:      1605.58203, best error:      1521.20691 on epoch:    13, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 70.7428207397s, input_fired_time: 0.6586974263, output_fired_time: 0.6565847993, propagate_forward_time: 25.9852828979, propagate_backward_time: 40.9561119080, weight_update_time: 0.1457024217, other_time: 2.4861412048
epoch time: 5.4642119408s, input_fired_time: 0.0801453069, output_fired_time: 0.0000000000, propagate_forward_time: 4.9481449127, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4359216690
validation[          , genome  3487] predictions:    9276/  10000 (92.76%), best:    9548/10000 (95.48%), error:      2325.75806, best error:      1521.20691 on epoch:    13, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 69.3370437622s, input_fired_time: 0.6454966664, output_fired_time: 0.6446475983, propagate_forward_time: 25.3978023529, propagate_backward_time: 40.2016716003, weight_update_time: 0.1445533633, other_time: 2.4474220276
epoch time: 5.6952953339s, input_fired_time: 0.0837103352, output_fired_time: 0.0000000000, propagate_forward_time: 5.1722884178, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4392967224
validation[          , genome  3487] predictions:    9488/  10000 (94.88%), best:    9548/10000 (95.48%), error:      1623.20715, best error:      1521.20691 on epoch:    13, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 70.0853347778s, input_fired_time: 0.6525052190, output_fired_time: 0.6517758369, propagate_forward_time: 25.7655715942, propagate_backward_time: 40.5532531738, weight_update_time: 0.1462789774, other_time: 2.4622268677
epoch time: 5.7768311501s, input_fired_time: 0.0842164829, output_fired_time: 0.0000000000, propagate_forward_time: 5.2411856651, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4514288902
validation[          , genome  3487] predictions:    9519/  10000 (95.19%), best:    9548/10000 (95.48%), error:      1609.90491, best error:      1521.20691 on epoch:    13, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 69.6040649414s, input_fired_time: 0.6505895853, output_fired_time: 0.6444255114, propagate_forward_time: 25.5128097534, propagate_backward_time: 40.3444747925, weight_update_time: 0.1444791555, other_time: 2.4517669678
epoch time: 5.5850911140s, input_fired_time: 0.0817618072, output_fired_time: 0.0000000000, propagate_forward_time: 5.0662698746, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4370594025
validation[          , genome  3487] predictions:    9529/  10000 (95.29%), best:    9529/10000 (95.29%), error:      1517.47449, best error:      1517.47449 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 70.4181594849s, input_fired_time: 0.6606137753, output_fired_time: 0.6460726857, propagate_forward_time: 25.8214187622, propagate_backward_time: 40.8139190674, weight_update_time: 0.1471573710, other_time: 2.4761352539
epoch time: 5.5534501076s, input_fired_time: 0.0811296329, output_fired_time: 0.0000000000, propagate_forward_time: 5.0325975418, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4397230148
validation[          , genome  3487] predictions:    9539/  10000 (95.39%), best:    9539/10000 (95.39%), error:      1500.77893, best error:      1500.77893 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 70.0374526978s, input_fired_time: 0.6558427811, output_fired_time: 0.6462193727, propagate_forward_time: 25.6278495789, propagate_backward_time: 40.6308441162, weight_update_time: 0.1460395157, other_time: 2.4766960144
epoch time: 5.7511281967s, input_fired_time: 0.0843905881, output_fired_time: 0.0000000000, propagate_forward_time: 5.2133922577, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4533452988
validation[          , genome  3487] predictions:    9560/  10000 (95.60%), best:    9560/10000 (95.60%), error:      1433.24402, best error:      1433.24402 on epoch:    24, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 69.5941848755s, input_fired_time: 0.6578337550, output_fired_time: 0.6443164349, propagate_forward_time: 25.5638904572, propagate_backward_time: 40.2785453796, weight_update_time: 0.1454593837, other_time: 2.4495964050
epoch time: 5.7535643578s, input_fired_time: 0.0837446302, output_fired_time: 0.0000000000, propagate_forward_time: 5.2296237946, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4401960373
validation[          , genome  3487] predictions:    9491/  10000 (94.91%), best:    9560/10000 (95.60%), error:      1628.62402, best error:      1433.24402 on epoch:    24, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 70.1920013428s, input_fired_time: 0.6666224003, output_fired_time: 0.6494581699, propagate_forward_time: 25.7756538391, propagate_backward_time: 40.6202812195, weight_update_time: 0.1457817554, other_time: 2.4799804688
epoch time: 5.3897981644s, input_fired_time: 0.0814278871, output_fired_time: 0.0000000000, propagate_forward_time: 4.8813056946, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4270644188
validation[          , genome  3487] predictions:    9477/  10000 (94.77%), best:    9560/10000 (95.60%), error:      1697.47864, best error:      1433.24402 on epoch:    24, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 70.5760574341s, input_fired_time: 0.6595156789, output_fired_time: 0.6473613977, propagate_forward_time: 25.8514633179, propagate_backward_time: 40.9256019592, weight_update_time: 0.1457737833, other_time: 2.4921150208
epoch time: 5.4882335663s, input_fired_time: 0.0817511156, output_fired_time: 0.0000000000, propagate_forward_time: 4.9718174934, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4346647263
validation[          , genome  3487] predictions:    9494/  10000 (94.94%), best:    9560/10000 (95.60%), error:      1573.45361, best error:      1433.24402 on epoch:    24, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 68.7903137207s, input_fired_time: 0.6486189961, output_fired_time: 0.6315912008, propagate_forward_time: 25.2847156525, propagate_backward_time: 39.7798576355, weight_update_time: 0.1453075260, other_time: 2.4455299377
epoch time: 5.5040059090s, input_fired_time: 0.0813130513, output_fired_time: 0.0000000000, propagate_forward_time: 4.9866056442, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4360871315
validation[          , genome  3487] predictions:    9428/  10000 (94.28%), best:    9560/10000 (95.60%), error:      1876.99634, best error:      1433.24402 on epoch:    24, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 65.5086517334s, input_fired_time: 0.6308031082, output_fired_time: 0.6080427766, propagate_forward_time: 23.9758491516, propagate_backward_time: 37.9417152405, weight_update_time: 0.1408473700, other_time: 2.3522415161
epoch time: 5.5990958214s, input_fired_time: 0.0811616406, output_fired_time: 0.0000000000, propagate_forward_time: 5.0844788551, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4334554672
validation[          , genome  3487] predictions:    9527/  10000 (95.27%), best:    9560/10000 (95.60%), error:      1554.59912, best error:      1433.24402 on epoch:    24, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 69.9274063110s, input_fired_time: 0.6544480920, output_fired_time: 0.6430914402, propagate_forward_time: 25.6011295319, propagate_backward_time: 40.5753211975, weight_update_time: 0.1462594420, other_time: 2.4534187317
epoch time: 5.8090257645s, input_fired_time: 0.0842036456, output_fired_time: 0.0000000000, propagate_forward_time: 5.2698750496, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4549469948
validation[          , genome  3487] predictions:    9480/  10000 (94.80%), best:    9560/10000 (95.60%), error:      1708.58301, best error:      1433.24402 on epoch:    24, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 69.9821090698s, input_fired_time: 0.6594866514, output_fired_time: 0.6499300599, propagate_forward_time: 25.6046085358, propagate_backward_time: 40.6115150452, weight_update_time: 0.1444452107, other_time: 2.4565696716
epoch time: 5.7606325150s, input_fired_time: 0.0852733701, output_fired_time: 0.0000000000, propagate_forward_time: 5.2218923569, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4534668922
validation[          , genome  3487] predictions:    9560/  10000 (95.60%), best:    9560/10000 (95.60%), error:      1429.49622, best error:      1429.49622 on epoch:    31, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 70.8781509399s, input_fired_time: 0.6673201919, output_fired_time: 0.6537188292, propagate_forward_time: 26.0234870911, propagate_backward_time: 41.0252647400, weight_update_time: 0.1480525136, other_time: 2.5083618164
epoch time: 5.7377099991s, input_fired_time: 0.0843291432, output_fired_time: 0.0000000000, propagate_forward_time: 5.2024259567, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4509549141
validation[          , genome  3487] predictions:    9518/  10000 (95.18%), best:    9560/10000 (95.60%), error:      1600.48914, best error:      1429.49622 on epoch:    31, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 69.2893447876s, input_fired_time: 0.6566800475, output_fired_time: 0.6419407725, propagate_forward_time: 25.4004039764, propagate_backward_time: 40.1540222168, weight_update_time: 0.1462749839, other_time: 2.4363021851
epoch time: 5.4405336380s, input_fired_time: 0.0816754252, output_fired_time: 0.0000000000, propagate_forward_time: 4.9121904373, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4466676712
validation[          , genome  3487] predictions:    9524/  10000 (95.24%), best:    9560/10000 (95.60%), error:      1504.02441, best error:      1429.49622 on epoch:    31, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 69.9136428833s, input_fired_time: 0.6625598669, output_fired_time: 0.6500219107, propagate_forward_time: 25.5526256561, propagate_backward_time: 40.5639457703, weight_update_time: 0.1461867541, other_time: 2.4844856262
epoch time: 5.6686406136s, input_fired_time: 0.0848500729, output_fired_time: 0.0000000000, propagate_forward_time: 5.1336207390, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4501700401
validation[          , genome  3487] predictions:    9538/  10000 (95.38%), best:    9560/10000 (95.60%), error:      1523.39282, best error:      1429.49622 on epoch:    31, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 68.5659713745s, input_fired_time: 0.6487695575, output_fired_time: 0.6371608377, propagate_forward_time: 25.1533813477, propagate_backward_time: 39.6989212036, weight_update_time: 0.1425656825, other_time: 2.4277343750
epoch time: 5.7832951546s, input_fired_time: 0.0842498988, output_fired_time: 0.0000000000, propagate_forward_time: 5.2457175255, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4533276558
validation[          , genome  3487] predictions:    9539/  10000 (95.39%), best:    9560/10000 (95.60%), error:      1453.71838, best error:      1429.49622 on epoch:    31, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 70.8389739990s, input_fired_time: 0.6642017961, output_fired_time: 0.6531888247, propagate_forward_time: 25.8864231110, propagate_backward_time: 41.1217308044, weight_update_time: 0.1464406252, other_time: 2.5134315491
epoch time: 5.7528772354s, input_fired_time: 0.0842458904, output_fired_time: 0.0000000000, propagate_forward_time: 5.2239680290, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4446635246
validation[          , genome  3487] predictions:    9579/  10000 (95.79%), best:    9579/10000 (95.79%), error:      1367.12634, best error:      1367.12634 on epoch:    36, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 69.5621261597s, input_fired_time: 0.6561902165, output_fired_time: 0.6432539225, propagate_forward_time: 25.5284671783, propagate_backward_time: 40.2707939148, weight_update_time: 0.1443313509, other_time: 2.4634208679
epoch time: 5.3828363419s, input_fired_time: 0.0806662068, output_fired_time: 0.0000000000, propagate_forward_time: 4.8764123917, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4257578850
validation[          , genome  3487] predictions:    9545/  10000 (95.45%), best:    9579/10000 (95.79%), error:      1428.91638, best error:      1367.12634 on epoch:    36, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 69.8089828491s, input_fired_time: 0.6614856124, output_fired_time: 0.6484077573, propagate_forward_time: 25.6145381927, propagate_backward_time: 40.4278984070, weight_update_time: 0.1465555578, other_time: 2.4566535950
epoch time: 5.6953387260s, input_fired_time: 0.0843656585, output_fired_time: 0.0000000000, propagate_forward_time: 5.1612300873, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4497427940
validation[          , genome  3487] predictions:    9553/  10000 (95.53%), best:    9579/10000 (95.79%), error:      1429.13416, best error:      1367.12634 on epoch:    36, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 69.6938705444s, input_fired_time: 0.6647861600, output_fired_time: 0.6469427943, propagate_forward_time: 25.6560974121, propagate_backward_time: 40.2584381104, weight_update_time: 0.1455052644, other_time: 2.4676055908
epoch time: 5.7456922531s, input_fired_time: 0.0838429704, output_fired_time: 0.0000000000, propagate_forward_time: 5.2197823524, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4420671463
validation[          , genome  3487] predictions:    9546/  10000 (95.46%), best:    9579/10000 (95.79%), error:      1475.02344, best error:      1367.12634 on epoch:    36, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 68.7491989136s, input_fired_time: 0.6538533568, output_fired_time: 0.6368211508, propagate_forward_time: 25.2522277832, propagate_backward_time: 39.7580032349, weight_update_time: 0.1436568946, other_time: 2.4482955933
epoch time: 5.7138800621s, input_fired_time: 0.0856389105, output_fired_time: 0.0000000000, propagate_forward_time: 5.1901502609, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4380908012
validation[          , genome  3487] predictions:    9523/  10000 (95.23%), best:    9579/10000 (95.79%), error:      1496.41479, best error:      1367.12634 on epoch:    36, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 68.9617919922s, input_fired_time: 0.6504406929, output_fired_time: 0.6343781948, propagate_forward_time: 25.2158832550, propagate_backward_time: 40.0256538391, weight_update_time: 0.1432557702, other_time: 2.4354362488
epoch time: 5.8395009041s, input_fired_time: 0.0859585106, output_fired_time: 0.0000000000, propagate_forward_time: 5.2993969917, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4541454315
validation[          , genome  3487] predictions:    9545/  10000 (95.45%), best:    9579/10000 (95.79%), error:      1504.28308, best error:      1367.12634 on epoch:    36, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 70.1822433472s, input_fired_time: 0.6702994704, output_fired_time: 0.6472634077, propagate_forward_time: 25.7622966766, propagate_backward_time: 40.6215515137, weight_update_time: 0.1497642994, other_time: 2.4808349609
epoch time: 5.5047273636s, input_fired_time: 0.0812845379, output_fired_time: 0.0000000000, propagate_forward_time: 4.9952745438, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4281682968
validation[          , genome  3487] predictions:    9464/  10000 (94.64%), best:    9579/10000 (95.79%), error:      1706.87793, best error:      1367.12634 on epoch:    36, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 68.7617568970s, input_fired_time: 0.6513997912, output_fired_time: 0.6340194345, propagate_forward_time: 25.2570362091, propagate_backward_time: 39.7929000854, weight_update_time: 0.1434809268, other_time: 2.4264068604
epoch time: 5.8176031113s, input_fired_time: 0.0852689371, output_fired_time: 0.0000000000, propagate_forward_time: 5.2769064903, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4554276466
validation[          , genome  3487] predictions:    9543/  10000 (95.43%), best:    9579/10000 (95.79%), error:      1448.28210, best error:      1367.12634 on epoch:    36, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 69.4807739258s, input_fired_time: 0.6597921252, output_fired_time: 0.6418702602, propagate_forward_time: 25.4608592987, propagate_backward_time: 40.2581710815, weight_update_time: 0.1452773064, other_time: 2.4600830078
epoch time: 5.3162498474s, input_fired_time: 0.0806444138, output_fired_time: 0.0000000000, propagate_forward_time: 4.8043265343, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4312787056
validation[          , genome  3487] predictions:    9525/  10000 (95.25%), best:    9579/10000 (95.79%), error:      1494.85242, best error:      1367.12634 on epoch:    36, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 69.1759948730s, input_fired_time: 0.6540011168, output_fired_time: 0.6483559608, propagate_forward_time: 25.3945960999, propagate_backward_time: 40.0301628113, weight_update_time: 0.1456574947, other_time: 2.4488830566
epoch time: 5.5250797272s, input_fired_time: 0.0814693049, output_fired_time: 0.0000000000, propagate_forward_time: 5.0156416893, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4279685020
validation[          , genome  3487] predictions:    9549/  10000 (95.49%), best:    9579/10000 (95.79%), error:      1431.65955, best error:      1367.12634 on epoch:    36, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 69.9093017578s, input_fired_time: 0.6594144702, output_fired_time: 0.6413055658, propagate_forward_time: 25.6298122406, propagate_backward_time: 40.5036354065, weight_update_time: 0.1449337602, other_time: 2.4751319885
epoch time: 5.6066508293s, input_fired_time: 0.0826846734, output_fired_time: 0.0000000000, propagate_forward_time: 5.0785355568, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4454307556
validation[          , genome  3487] predictions:    9476/  10000 (94.76%), best:    9579/10000 (95.79%), error:      1657.04724, best error:      1367.12634 on epoch:    36, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 69.8559112549s, input_fired_time: 0.6619170308, output_fired_time: 0.6413693428, propagate_forward_time: 25.6374378204, propagate_backward_time: 40.4606208801, weight_update_time: 0.1458715796, other_time: 2.4545631409
epoch time: 5.5894842148s, input_fired_time: 0.0845112503, output_fired_time: 0.0000000000, propagate_forward_time: 5.0662102699, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4387626648
validation[          , genome  3487] predictions:    9537/  10000 (95.37%), best:    9579/10000 (95.79%), error:      1458.80884, best error:      1367.12634 on epoch:    36, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 70.8262329102s, input_fired_time: 0.6669256687, output_fired_time: 0.6558860540, propagate_forward_time: 25.9376716614, propagate_backward_time: 41.0678367615, weight_update_time: 0.1485239565, other_time: 2.4979171753
epoch time: 5.6049208641s, input_fired_time: 0.0827861652, output_fired_time: 0.0000000000, propagate_forward_time: 5.0834784508, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4386563301
validation[          , genome  3487] predictions:    9573/  10000 (95.73%), best:    9573/10000 (95.73%), error:      1344.79150, best error:      1344.79150 on epoch:    48, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 70.2062377930s, input_fired_time: 0.6686963439, output_fired_time: 0.6539999247, propagate_forward_time: 25.7177219391, propagate_backward_time: 40.6774673462, weight_update_time: 0.1467246413, other_time: 2.4883575439
epoch time: 5.6090960503s, input_fired_time: 0.0833372474, output_fired_time: 0.0000000000, propagate_forward_time: 5.0840530396, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4417057037
validation[          , genome  3487] predictions:    9565/  10000 (95.65%), best:    9573/10000 (95.73%), error:      1392.76343, best error:      1344.79150 on epoch:    48, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 70.0091323853s, input_fired_time: 0.6656950116, output_fired_time: 0.6435137987, propagate_forward_time: 25.6318778992, propagate_backward_time: 40.5912704468, weight_update_time: 0.1470976472, other_time: 2.4767723083
epoch time: 5.6525554657s, input_fired_time: 0.0845339447, output_fired_time: 0.0000000000, propagate_forward_time: 5.1281828880, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4398384094
validation[          , genome  3487] predictions:    9548/  10000 (95.48%), best:    9573/10000 (95.73%), error:      1454.10815, best error:      1344.79150 on epoch:    48, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 68.4217453003s, input_fired_time: 0.6561427116, output_fired_time: 0.6365265846, propagate_forward_time: 25.0721473694, propagate_backward_time: 39.6390914917, weight_update_time: 0.1427059621, other_time: 2.4178352356
epoch time: 5.4337029457s, input_fired_time: 0.0815783367, output_fired_time: 0.0000000000, propagate_forward_time: 4.9171233177, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4350013733
validation[          , genome  3487] predictions:    9546/  10000 (95.46%), best:    9573/10000 (95.73%), error:      1462.53638, best error:      1344.79150 on epoch:    48, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 70.4622268677s, input_fired_time: 0.6628668308, output_fired_time: 0.6495560408, propagate_forward_time: 25.7906093597, propagate_backward_time: 40.8943786621, weight_update_time: 0.1446251273, other_time: 2.4648132324
epoch time: 5.5865335464s, input_fired_time: 0.0835576504, output_fired_time: 0.0000000000, propagate_forward_time: 5.0609312057, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4420447350
validation[          , genome  3487] predictions:    9525/  10000 (95.25%), best:    9573/10000 (95.73%), error:      1524.47180, best error:      1344.79150 on epoch:    48, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 70.6624603271s, input_fired_time: 0.6708973646, output_fired_time: 0.6527565122, propagate_forward_time: 25.9697189331, propagate_backward_time: 40.9022521973, weight_update_time: 0.1463207901, other_time: 2.4668350220
epoch time: 5.8655524254s, input_fired_time: 0.0865675434, output_fired_time: 0.0000000000, propagate_forward_time: 5.3270373344, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4519476891
validation[          , genome  3487] predictions:    9429/  10000 (94.29%), best:    9573/10000 (95.73%), error:      1798.20325, best error:      1344.79150 on epoch:    48, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 71.0623703003s, input_fired_time: 0.6672007442, output_fired_time: 0.6555277109, propagate_forward_time: 26.0633010864, propagate_backward_time: 41.1659278870, weight_update_time: 0.1490035057, other_time: 2.5104179382
epoch time: 5.7680854797s, input_fired_time: 0.0841030180, output_fired_time: 0.0000000000, propagate_forward_time: 5.2381234169, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4458589554
validation[          , genome  3487] predictions:    9559/  10000 (95.59%), best:    9573/10000 (95.73%), error:      1370.50952, best error:      1344.79150 on epoch:    48, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 70.3384017944s, input_fired_time: 0.6634652019, output_fired_time: 0.6507469416, propagate_forward_time: 25.7986602783, propagate_backward_time: 40.7421455383, weight_update_time: 0.1464588046, other_time: 2.4833793640
epoch time: 5.8515596390s, input_fired_time: 0.0864892006, output_fired_time: 0.0000000000, propagate_forward_time: 5.3139925003, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4510779381
validation[          , genome  3487] predictions:    9546/  10000 (95.46%), best:    9573/10000 (95.73%), error:      1455.94214, best error:      1344.79150 on epoch:    48, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 70.5861587524s, input_fired_time: 0.6718463302, output_fired_time: 0.6494429111, propagate_forward_time: 25.8673057556, propagate_backward_time: 40.9133720398, weight_update_time: 0.1465950608, other_time: 2.4841918945
epoch time: 5.7792496681s, input_fired_time: 0.0846407935, output_fired_time: 0.0000000000, propagate_forward_time: 5.2524838448, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4421248436
validation[          , genome  3487] predictions:    9573/  10000 (95.73%), best:    9573/10000 (95.73%), error:      1403.28223, best error:      1344.79150 on epoch:    48, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 70.7368621826s, input_fired_time: 0.6756711006, output_fired_time: 0.6542464495, propagate_forward_time: 25.9678516388, propagate_backward_time: 40.9442062378, weight_update_time: 0.1483539045, other_time: 2.4948883057
epoch time: 5.6701536179s, input_fired_time: 0.0847752318, output_fired_time: 0.0000000000, propagate_forward_time: 5.1317214966, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4536566734
validation[          , genome  3487] predictions:    9523/  10000 (95.23%), best:    9573/10000 (95.73%), error:      1526.97095, best error:      1344.79150 on epoch:    48, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 70.3967590332s, input_fired_time: 0.6710345745, output_fired_time: 0.6548798084, propagate_forward_time: 25.7883968353, propagate_backward_time: 40.7953796387, weight_update_time: 0.1473171562, other_time: 2.4870681763
epoch time: 5.7132501602s, input_fired_time: 0.0827924088, output_fired_time: 0.0000000000, propagate_forward_time: 5.1895670891, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4408907890
validation[          , genome  3487] predictions:    9552/  10000 (95.52%), best:    9573/10000 (95.73%), error:      1418.02161, best error:      1344.79150 on epoch:    48, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 71.5036010742s, input_fired_time: 0.6728526354, output_fired_time: 0.6597753763, propagate_forward_time: 26.2583045959, propagate_backward_time: 41.3988265991, weight_update_time: 0.1492933631, other_time: 2.5138435364
epoch time: 5.4978628159s, input_fired_time: 0.0816821605, output_fired_time: 0.0000000000, propagate_forward_time: 4.9801344872, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4360461235
validation[          , genome  3487] predictions:    9552/  10000 (95.52%), best:    9573/10000 (95.73%), error:      1437.51807, best error:      1344.79150 on epoch:    48, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 71.0427093506s, input_fired_time: 0.6739432812, output_fired_time: 0.6603156924, propagate_forward_time: 26.1120948792, propagate_backward_time: 41.0691375732, weight_update_time: 0.1512865126, other_time: 2.5272178650
epoch time: 5.7761611938s, input_fired_time: 0.0869062766, output_fired_time: 0.0000000000, propagate_forward_time: 5.2348375320, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4544172287
validation[          , genome  3487] predictions:    9557/  10000 (95.57%), best:    9573/10000 (95.73%), error:      1416.86902, best error:      1344.79150 on epoch:    48, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 70.1651458740s, input_fired_time: 0.6672311425, output_fired_time: 0.6475783587, propagate_forward_time: 25.6924667358, propagate_backward_time: 40.6748046875, weight_update_time: 0.1494749784, other_time: 2.4830703735
epoch time: 5.5747790337s, input_fired_time: 0.0830185637, output_fired_time: 0.0000000000, propagate_forward_time: 5.0573887825, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4343714714
validation[          , genome  3487] predictions:    9493/  10000 (94.93%), best:    9573/10000 (95.73%), error:      1618.76611, best error:      1344.79150 on epoch:    48, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 70.4857711792s, input_fired_time: 0.6719490290, output_fired_time: 0.6507481337, propagate_forward_time: 25.9130134583, propagate_backward_time: 40.7777175903, weight_update_time: 0.1461041123, other_time: 2.4723396301
epoch time: 5.7928624153s, input_fired_time: 0.0855391845, output_fired_time: 0.0000000000, propagate_forward_time: 5.2672162056, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4401068687
validation[          , genome  3487] predictions:    9560/  10000 (95.60%), best:    9573/10000 (95.73%), error:      1379.19263, best error:      1344.79150 on epoch:    48, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 70.7197952271s, input_fired_time: 0.6726683974, output_fired_time: 0.6548070312, propagate_forward_time: 25.9560852051, propagate_backward_time: 40.9417037964, weight_update_time: 0.1454713643, other_time: 2.4945297241
epoch time: 5.6255831718s, input_fired_time: 0.0835216045, output_fired_time: 0.0000000000, propagate_forward_time: 5.1063890457, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4356727600
validation[          , genome  3487] predictions:    9541/  10000 (95.41%), best:    9573/10000 (95.73%), error:      1480.92676, best error:      1344.79150 on epoch:    48, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 70.9385681152s, input_fired_time: 0.6761620045, output_fired_time: 0.6560132504, propagate_forward_time: 26.1172409058, propagate_backward_time: 41.0009117126, weight_update_time: 0.1463791728, other_time: 2.4882392883
epoch time: 5.5136332512s, input_fired_time: 0.0833327696, output_fired_time: 0.0000000000, propagate_forward_time: 4.9984245300, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4318761826
validation[          , genome  3487] predictions:    9568/  10000 (95.68%), best:    9568/10000 (95.68%), error:      1334.32654, best error:      1334.32654 on epoch:    64, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 69.0661087036s, input_fired_time: 0.6554177403, output_fired_time: 0.6416706443, propagate_forward_time: 25.3062553406, propagate_backward_time: 40.0289306641, weight_update_time: 0.1435456276, other_time: 2.4338340759
epoch time: 5.4045138359s, input_fired_time: 0.0819710419, output_fired_time: 0.0000000000, propagate_forward_time: 4.8971734047, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4253692627
validation[          , genome  3487] predictions:    9539/  10000 (95.39%), best:    9568/10000 (95.68%), error:      1503.37476, best error:      1334.32654 on epoch:    64, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 70.5538940430s, input_fired_time: 0.6721691489, output_fired_time: 0.6497523189, propagate_forward_time: 25.8098068237, propagate_backward_time: 40.9425010681, weight_update_time: 0.1476808488, other_time: 2.4796638489
epoch time: 5.7675018311s, input_fired_time: 0.0844288766, output_fired_time: 0.0000000000, propagate_forward_time: 5.2426843643, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4403886795
validation[          , genome  3487] predictions:    9536/  10000 (95.36%), best:    9568/10000 (95.68%), error:      1477.15161, best error:      1334.32654 on epoch:    64, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 71.2802276611s, input_fired_time: 0.6799051166, output_fired_time: 0.6541412473, propagate_forward_time: 26.1550464630, propagate_backward_time: 41.2894287109, weight_update_time: 0.1467290521, other_time: 2.5017013550
epoch time: 5.6526694298s, input_fired_time: 0.0872740448, output_fired_time: 0.0000000000, propagate_forward_time: 5.1229872704, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4424080849
validation[          , genome  3487] predictions:    9554/  10000 (95.54%), best:    9568/10000 (95.68%), error:      1401.75745, best error:      1334.32654 on epoch:    64, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 69.7432327271s, input_fired_time: 0.6666905284, output_fired_time: 0.6409596801, propagate_forward_time: 25.5062370300, propagate_backward_time: 40.4687118530, weight_update_time: 0.1449431330, other_time: 2.4606361389
epoch time: 5.7715039253s, input_fired_time: 0.0883976743, output_fired_time: 0.0000000000, propagate_forward_time: 5.2183570862, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4647493362
validation[          , genome  3487] predictions:    9543/  10000 (95.43%), best:    9568/10000 (95.68%), error:      1440.47058, best error:      1334.32654 on epoch:    64, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 70.7983932495s, input_fired_time: 0.6767647862, output_fired_time: 0.6544950008, propagate_forward_time: 25.9950904846, propagate_backward_time: 40.9832267761, weight_update_time: 0.1467869431, other_time: 2.4888153076
epoch time: 5.5760278702s, input_fired_time: 0.0839930251, output_fired_time: 0.0000000000, propagate_forward_time: 5.0572280884, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4348068237
validation[          , genome  3487] predictions:    9551/  10000 (95.51%), best:    9568/10000 (95.68%), error:      1450.86084, best error:      1334.32654 on epoch:    64, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 70.2806396484s, input_fired_time: 0.6672242880, output_fired_time: 0.6466684937, propagate_forward_time: 25.8132629395, propagate_backward_time: 40.7080116272, weight_update_time: 0.1466472149, other_time: 2.4454765320
epoch time: 5.7780246735s, input_fired_time: 0.0857194811, output_fired_time: 0.0000000000, propagate_forward_time: 5.2434535027, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4488515854
validation[          , genome  3487] predictions:    9552/  10000 (95.52%), best:    9568/10000 (95.68%), error:      1412.05847, best error:      1334.32654 on epoch:    64, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 70.1497192383s, input_fired_time: 0.6702105403, output_fired_time: 0.6492509842, propagate_forward_time: 25.8007545471, propagate_backward_time: 40.5567855835, weight_update_time: 0.1462416649, other_time: 2.4727134705
epoch time: 5.5408391953s, input_fired_time: 0.0845433027, output_fired_time: 0.0000000000, propagate_forward_time: 5.0217242241, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4345717430
validation[          , genome  3487] predictions:    9571/  10000 (95.71%), best:    9568/10000 (95.68%), error:      1419.11951, best error:      1334.32654 on epoch:    64, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 71.2386550903s, input_fired_time: 0.6768213511, output_fired_time: 0.6588001847, propagate_forward_time: 26.0935363770, propagate_backward_time: 41.3181610107, weight_update_time: 0.1471196115, other_time: 2.4913406372
epoch time: 5.7875142097s, input_fired_time: 0.0860053152, output_fired_time: 0.0000000000, propagate_forward_time: 5.2519836426, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4495253563
validation[          , genome  3487] predictions:    9469/  10000 (94.69%), best:    9568/10000 (95.68%), error:      1762.81372, best error:      1334.32654 on epoch:    64, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 69.7540283203s, input_fired_time: 0.6671462655, output_fired_time: 0.6411616802, propagate_forward_time: 25.5835247040, propagate_backward_time: 40.3884048462, weight_update_time: 0.1455128193, other_time: 2.4737930298
epoch time: 5.5171895027s, input_fired_time: 0.0840393901, output_fired_time: 0.0000000000, propagate_forward_time: 4.9914703369, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4416799545
validation[          , genome  3487] predictions:    9570/  10000 (95.70%), best:    9568/10000 (95.68%), error:      1372.98181, best error:      1334.32654 on epoch:    64, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 70.4816207886s, input_fired_time: 0.6727653146, output_fired_time: 0.6525313854, propagate_forward_time: 25.9026546478, propagate_backward_time: 40.7803916931, weight_update_time: 0.1451354176, other_time: 2.4732704163
epoch time: 5.6357250214s, input_fired_time: 0.0844026133, output_fired_time: 0.0000000000, propagate_forward_time: 5.1132445335, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4380779266
validation[          , genome  3487] predictions:    9543/  10000 (95.43%), best:    9568/10000 (95.68%), error:      1421.05444, best error:      1334.32654 on epoch:    64, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 69.8299713135s, input_fired_time: 0.6657109857, output_fired_time: 0.6430346370, propagate_forward_time: 25.5651187897, propagate_backward_time: 40.5026321411, weight_update_time: 0.1445441097, other_time: 2.4534759521
epoch time: 5.5566267967s, input_fired_time: 0.0829776004, output_fired_time: 0.0000000000, propagate_forward_time: 5.0358376503, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4378113747
validation[          , genome  3487] predictions:    9581/  10000 (95.81%), best:    9568/10000 (95.68%), error:      1369.59204, best error:      1334.32654 on epoch:    64, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 67.2667160034s, input_fired_time: 0.6490297914, output_fired_time: 0.6200977564, propagate_forward_time: 24.6689109802, propagate_backward_time: 38.9416084290, weight_update_time: 0.1412880123, other_time: 2.3870697021
epoch time: 5.4280514717s, input_fired_time: 0.0834307298, output_fired_time: 0.0000000000, propagate_forward_time: 4.9219098091, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4227108955
validation[          , genome  3487] predictions:    9572/  10000 (95.72%), best:    9568/10000 (95.68%), error:      1362.39392, best error:      1334.32654 on epoch:    64, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 70.0635986328s, input_fired_time: 0.6734315157, output_fired_time: 0.6527677178, propagate_forward_time: 25.6253890991, propagate_backward_time: 40.6287574768, weight_update_time: 0.1473914981, other_time: 2.4832496643
epoch time: 5.7616033554s, input_fired_time: 0.0864829496, output_fired_time: 0.0000000000, propagate_forward_time: 5.2254405022, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4496798515
validation[          , genome  3487] predictions:    9565/  10000 (95.65%), best:    9568/10000 (95.68%), error:      1371.60510, best error:      1334.32654 on epoch:    64, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 70.6973114014s, input_fired_time: 0.6754252315, output_fired_time: 0.6533395052, propagate_forward_time: 25.9919815063, propagate_backward_time: 40.8921089172, weight_update_time: 0.1469925940, other_time: 2.4844551086
epoch time: 5.8624668121s, input_fired_time: 0.0880820230, output_fired_time: 0.0000000000, propagate_forward_time: 5.3252940178, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4490909576
validation[          , genome  3487] predictions:    9534/  10000 (95.34%), best:    9568/10000 (95.68%), error:      1530.04578, best error:      1334.32654 on epoch:    64, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 71.3188018799s, input_fired_time: 0.6791394949, output_fired_time: 0.6580561399, propagate_forward_time: 26.1532897949, propagate_backward_time: 41.3267669678, weight_update_time: 0.1479133070, other_time: 2.5015487671
epoch time: 5.6646566391s, input_fired_time: 0.0861998051, output_fired_time: 0.0000000000, propagate_forward_time: 5.1335391998, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4449176788
validation[          , genome  3487] predictions:    9505/  10000 (95.05%), best:    9568/10000 (95.68%), error:      1544.93372, best error:      1334.32654 on epoch:    64, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 70.2642364502s, input_fired_time: 0.6716630459, output_fired_time: 0.6445744634, propagate_forward_time: 25.8050136566, propagate_backward_time: 40.6573028564, weight_update_time: 0.1457541287, other_time: 2.4856796265
epoch time: 5.7688355446s, input_fired_time: 0.0858685747, output_fired_time: 0.0000000000, propagate_forward_time: 5.2385387421, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4444284439
validation[          , genome  3487] predictions:    9555/  10000 (95.55%), best:    9568/10000 (95.68%), error:      1423.49609, best error:      1334.32654 on epoch:    64, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 70.5229110718s, input_fired_time: 0.6768789291, output_fired_time: 0.6531155109, propagate_forward_time: 25.8832111359, propagate_backward_time: 40.8177986145, weight_update_time: 0.1500826627, other_time: 2.4919090271
epoch time: 5.7368407249s, input_fired_time: 0.0871685520, output_fired_time: 0.0000000000, propagate_forward_time: 5.2093863487, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4402856827
validation[          , genome  3487] predictions:    9589/  10000 (95.89%), best:    9589/10000 (95.89%), error:      1319.81702, best error:      1319.81702 on epoch:    81, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 70.6085968018s, input_fired_time: 0.6752582192, output_fired_time: 0.6496434212, propagate_forward_time: 25.9171123505, propagate_backward_time: 40.8877220154, weight_update_time: 0.1483349353, other_time: 2.4788627625
epoch time: 5.7975659370s, input_fired_time: 0.0868341997, output_fired_time: 0.0000000000, propagate_forward_time: 5.2654256821, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4453058243
validation[          , genome  3487] predictions:    9566/  10000 (95.66%), best:    9589/10000 (95.89%), error:      1393.21582, best error:      1319.81702 on epoch:    81, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 70.0924835205s, input_fired_time: 0.6712534428, output_fired_time: 0.6542448401, propagate_forward_time: 25.6645526886, propagate_backward_time: 40.6377754211, weight_update_time: 0.1453596801, other_time: 2.4646568298
epoch time: 5.5009636879s, input_fired_time: 0.0837481543, output_fired_time: 0.0000000000, propagate_forward_time: 4.9955291748, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4216861725
validation[          , genome  3487] predictions:    9534/  10000 (95.34%), best:    9589/10000 (95.89%), error:      1449.12061, best error:      1319.81702 on epoch:    81, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 69.8573684692s, input_fired_time: 0.6706889868, output_fired_time: 0.6447620392, propagate_forward_time: 25.5932617188, propagate_backward_time: 40.4854621887, weight_update_time: 0.1454856545, other_time: 2.4631919861
epoch time: 5.5216655731s, input_fired_time: 0.0840277672, output_fired_time: 0.0000000000, propagate_forward_time: 5.0048732758, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4327645302
validation[          , genome  3487] predictions:    9558/  10000 (95.58%), best:    9589/10000 (95.89%), error:      1368.65979, best error:      1319.81702 on epoch:    81, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 70.4466171265s, input_fired_time: 0.6745996475, output_fired_time: 0.6534480453, propagate_forward_time: 25.8743572235, propagate_backward_time: 40.7570343018, weight_update_time: 0.1475046873, other_time: 2.4871749878
epoch time: 5.2407631874s, input_fired_time: 0.0794294700, output_fired_time: 0.0000000000, propagate_forward_time: 4.7464280128, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4149055481
validation[          , genome  3487] predictions:    9539/  10000 (95.39%), best:    9589/10000 (95.89%), error:      1442.51270, best error:      1319.81702 on epoch:    81, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 70.1417160034s, input_fired_time: 0.6732528806, output_fired_time: 0.6477359533, propagate_forward_time: 25.7757320404, propagate_backward_time: 40.5934181213, weight_update_time: 0.1449742168, other_time: 2.4515724182
epoch time: 5.7947163582s, input_fired_time: 0.0869837701, output_fired_time: 0.0000000000, propagate_forward_time: 5.2681970596, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4395356178
validation[          , genome  3487] predictions:    9554/  10000 (95.54%), best:    9589/10000 (95.89%), error:      1456.88782, best error:      1319.81702 on epoch:    81, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 70.7706222534s, input_fired_time: 0.6750164628, output_fired_time: 0.6564314365, propagate_forward_time: 25.9423332214, propagate_backward_time: 41.0294113159, weight_update_time: 0.1457896978, other_time: 2.4674263000
epoch time: 5.8428487778s, input_fired_time: 0.0884497315, output_fired_time: 0.0000000000, propagate_forward_time: 5.2960410118, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4583578110
validation[          , genome  3487] predictions:    9523/  10000 (95.23%), best:    9589/10000 (95.89%), error:      1534.23914, best error:      1319.81702 on epoch:    81, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 70.1892471313s, input_fired_time: 0.6709088087, output_fired_time: 0.6472941041, propagate_forward_time: 25.7316741943, propagate_backward_time: 40.6733207703, weight_update_time: 0.1455265582, other_time: 2.4660530090
epoch time: 5.7806229591s, input_fired_time: 0.0880023614, output_fired_time: 0.0000000000, propagate_forward_time: 5.2441868782, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4484338760
validation[          , genome  3487] predictions:    9566/  10000 (95.66%), best:    9589/10000 (95.89%), error:      1414.41284, best error:      1319.81702 on epoch:    81, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 70.1771316528s, input_fired_time: 0.6782491803, output_fired_time: 0.6433538198, propagate_forward_time: 25.7438392639, propagate_backward_time: 40.6322135925, weight_update_time: 0.1447778195, other_time: 2.4794769287
epoch time: 5.8390955925s, input_fired_time: 0.0907603055, output_fired_time: 0.0000000000, propagate_forward_time: 5.2779388428, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4703965187
validation[          , genome  3487] predictions:    9541/  10000 (95.41%), best:    9589/10000 (95.89%), error:      1435.43945, best error:      1319.81702 on epoch:    81, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 69.8502044678s, input_fired_time: 0.6722369194, output_fired_time: 0.6437961459, propagate_forward_time: 25.5785350800, propagate_backward_time: 40.4880256653, weight_update_time: 0.1443984807, other_time: 2.4676094055
epoch time: 5.7375102043s, input_fired_time: 0.0883647203, output_fired_time: 0.0000000000, propagate_forward_time: 5.1996741295, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4494714737
validation[          , genome  3487] predictions:    9537/  10000 (95.37%), best:    9589/10000 (95.89%), error:      1501.47913, best error:      1319.81702 on epoch:    81, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 70.3837051392s, input_fired_time: 0.6770562530, output_fired_time: 0.6484254599, propagate_forward_time: 25.8585739136, propagate_backward_time: 40.7224998474, weight_update_time: 0.1457412392, other_time: 2.4771537781
epoch time: 5.7925872803s, input_fired_time: 0.0896205679, output_fired_time: 0.0000000000, propagate_forward_time: 5.2554841042, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4474825859
validation[          , genome  3487] predictions:    9561/  10000 (95.61%), best:    9589/10000 (95.89%), error:      1370.91638, best error:      1319.81702 on epoch:    81, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 69.0769653320s, input_fired_time: 0.6657906771, output_fired_time: 0.6387751102, propagate_forward_time: 25.3073387146, propagate_backward_time: 40.0315170288, weight_update_time: 0.1439347118, other_time: 2.4335365295
epoch time: 5.2526760101s, input_fired_time: 0.0814350247, output_fired_time: 0.0000000000, propagate_forward_time: 4.7496747971, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4215660095
validation[          , genome  3487] predictions:    9475/  10000 (94.75%), best:    9589/10000 (95.89%), error:      1643.83862, best error:      1319.81702 on epoch:    81, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 70.9368133545s, input_fired_time: 0.6811891198, output_fired_time: 0.6535109878, propagate_forward_time: 26.0894680023, propagate_backward_time: 41.0237503052, weight_update_time: 0.1488031149, other_time: 2.4888916016
epoch time: 5.9439139366s, input_fired_time: 0.0898013264, output_fired_time: 0.0000000000, propagate_forward_time: 5.3995251656, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4545874596
validation[          , genome  3487] predictions:    9564/  10000 (95.64%), best:    9589/10000 (95.89%), error:      1337.48230, best error:      1319.81702 on epoch:    81, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 68.9816207886s, input_fired_time: 0.6636417508, output_fired_time: 0.6358918548, propagate_forward_time: 25.2407417297, propagate_backward_time: 39.9985122681, weight_update_time: 0.1431991309, other_time: 2.4428291321
epoch time: 5.7370862961s, input_fired_time: 0.0901187733, output_fired_time: 0.0000000000, propagate_forward_time: 5.1884322166, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4585351944
validation[          , genome  3487] predictions:    9572/  10000 (95.72%), best:    9589/10000 (95.89%), error:      1375.54150, best error:      1319.81702 on epoch:    81, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 70.0458755493s, input_fired_time: 0.6795713305, output_fired_time: 0.6476324797, propagate_forward_time: 25.7367191315, propagate_backward_time: 40.5061912537, weight_update_time: 0.1490506977, other_time: 2.4757652283
epoch time: 5.6886563301s, input_fired_time: 0.0846438631, output_fired_time: 0.0000000000, propagate_forward_time: 5.1698760986, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4341363907
validation[          , genome  3487] predictions:    9559/  10000 (95.59%), best:    9589/10000 (95.89%), error:      1381.19507, best error:      1319.81702 on epoch:    81, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 70.4291458130s, input_fired_time: 0.6796209812, output_fired_time: 0.6490406990, propagate_forward_time: 25.8904724121, propagate_backward_time: 40.7341194153, weight_update_time: 0.1454367191, other_time: 2.4758949280
epoch time: 5.7709841728s, input_fired_time: 0.0866031200, output_fired_time: 0.0000000000, propagate_forward_time: 5.2456488609, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4387321472
validation[          , genome  3487] predictions:    9538/  10000 (95.38%), best:    9589/10000 (95.89%), error:      1521.34192, best error:      1319.81702 on epoch:    81, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 70.4698638916s, input_fired_time: 0.6769961715, output_fired_time: 0.6562681198, propagate_forward_time: 25.7942485809, propagate_backward_time: 40.8628692627, weight_update_time: 0.1482314467, other_time: 2.4794845581
epoch time: 5.5568046570s, input_fired_time: 0.0871774405, output_fired_time: 0.0000000000, propagate_forward_time: 5.0345845222, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4350428581
validation[          , genome  3487] predictions:    9575/  10000 (95.75%), best:    9589/10000 (95.89%), error:      1363.33081, best error:      1319.81702 on epoch:    81, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 69.2330856323s, input_fired_time: 0.6694985032, output_fired_time: 0.6436402798, propagate_forward_time: 25.3730411530, propagate_backward_time: 40.0944290161, weight_update_time: 0.1435548961, other_time: 2.4524765015
epoch time: 5.5653433800s, input_fired_time: 0.0853107646, output_fired_time: 0.0000000000, propagate_forward_time: 5.0446100235, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4354224205
validation[          , genome  3487] predictions:    9558/  10000 (95.58%), best:    9589/10000 (95.89%), error:      1418.89026, best error:      1319.81702 on epoch:    81, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 70.4046783447s, input_fired_time: 0.6797253489, output_fired_time: 0.6470099688, propagate_forward_time: 25.7900676727, propagate_backward_time: 40.8212776184, weight_update_time: 0.1464081705, other_time: 2.4665946960
epoch time: 5.7504081726s, input_fired_time: 0.0879302174, output_fired_time: 0.0000000000, propagate_forward_time: 5.2218928337, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4405851364
validation[          , genome  3487] predictions:    9533/  10000 (95.33%), best:    9589/10000 (95.89%), error:      1505.95642, best error:      1319.81702 on epoch:    81, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 69.8637771606s, input_fired_time: 0.6793314219, output_fired_time: 0.6483932137, propagate_forward_time: 25.5852603912, propagate_backward_time: 40.4974555969, weight_update_time: 0.1441760212, other_time: 2.4533424377
epoch time: 5.4027934074s, input_fired_time: 0.0837517530, output_fired_time: 0.0000000000, propagate_forward_time: 4.8930621147, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4259796143
validation[          , genome  3487] predictions:    9564/  10000 (95.64%), best:    9589/10000 (95.89%), error:      1397.78467, best error:      1319.81702 on epoch:    81, 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: 28.4848899841s, input_fired_time: 0.4346435964, output_fired_time: 0.0000000000, propagate_forward_time: 25.7554702759, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2947769165
best training[          , genome  3487] predictions:   48872/  50000 (97.74%), best:    9589/10000 (95.89%), error:      3967.19482, best error:      1319.81702 on epoch:    81, 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: 5.6290483475s, input_fired_time: 0.0863578618, output_fired_time: 0.0000000000, propagate_forward_time: 5.1065783501, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4361119270
   testing[          , genome  3487] predictions:    9617/  10000 (96.17%), best:    9589/10000 (95.89%), error:      1254.35803, best error:      1319.81702 on epoch:    81, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
15:20:37 (6456): called boinc_finish(0)

</stderr_txt>
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