Nameexact_genome_1512568488_42_2403_0
Workunit2583240
Created6 Dec 2017, 23:31:09 UTC
Sent6 Dec 2017, 23:35:00 UTC
Report deadline10 Dec 2017, 4:51:10 UTC
Received7 Dec 2017, 1:32:22 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID57938
Run time1 hours 56 min 40 sec
CPU time1 hours 53 min 19 sec
Validate stateValid
Credit804.89
Device peak FLOPS2.90 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size151.91 MB
Peak swap size156.75 MB
Peak disk usage1.65 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
t_fired_time: 0.0591511019, output_fired_time: 0.0000000000, propagate_forward_time: 4.8271546364, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4446120262
validation[          , genome  2403] predictions:    9463/  10000 (94.63%), best:    9494/10000 (94.94%), error:      1811.37219, best error:      1720.95020 on epoch:    13, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 62.3376655579s, input_fired_time: 0.4489206374, output_fired_time: 0.4497107863, propagate_forward_time: 23.2669239044, propagate_backward_time: 35.7547492981, weight_update_time: 0.1396775991, other_time: 2.4173622131
epoch time: 5.1295814514s, input_fired_time: 0.0559058562, output_fired_time: 0.0000000000, propagate_forward_time: 4.6565642357, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4171113968
validation[          , genome  2403] predictions:    9477/  10000 (94.77%), best:    9494/10000 (94.94%), error:      1816.03198, best error:      1720.95020 on epoch:    13, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 59.6509666443s, input_fired_time: 0.4370189905, output_fired_time: 0.4296726584, propagate_forward_time: 22.2187271118, propagate_backward_time: 34.1897811890, weight_update_time: 0.1339471489, other_time: 2.3757667542
epoch time: 4.9446949959s, input_fired_time: 0.0559361726, output_fired_time: 0.0000000000, propagate_forward_time: 4.4686412811, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4201173782
validation[          , genome  2403] predictions:    9501/  10000 (95.01%), best:    9494/10000 (94.94%), error:      1744.42151, best error:      1720.95020 on epoch:    13, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 63.1559333801s, input_fired_time: 0.4521672726, output_fired_time: 0.4535605907, propagate_forward_time: 23.6333637238, propagate_backward_time: 36.1723289490, weight_update_time: 0.1426547021, other_time: 2.4445152283
epoch time: 4.7248253822s, input_fired_time: 0.0556022860, output_fired_time: 0.0000000000, propagate_forward_time: 4.2231736183, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4460496902
validation[          , genome  2403] predictions:    9489/  10000 (94.89%), best:    9494/10000 (94.94%), error:      1788.55615, best error:      1720.95020 on epoch:    13, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 62.4421348572s, input_fired_time: 0.4470378458, output_fired_time: 0.4485997558, propagate_forward_time: 23.3056335449, propagate_backward_time: 35.8073463440, weight_update_time: 0.1411098093, other_time: 2.4335174561
epoch time: 5.1422743797s, input_fired_time: 0.0568658821, output_fired_time: 0.0000000000, propagate_forward_time: 4.6719307899, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4134778976
validation[          , genome  2403] predictions:    9502/  10000 (95.02%), best:    9494/10000 (94.94%), error:      1731.83618, best error:      1720.95020 on epoch:    13, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 61.9460411072s, input_fired_time: 0.4458871186, output_fired_time: 0.4469716847, propagate_forward_time: 23.1075801849, propagate_backward_time: 35.5371780396, weight_update_time: 0.1400311291, other_time: 2.4084243774
epoch time: 4.9041566849s, input_fired_time: 0.0541584305, output_fired_time: 0.0000000000, propagate_forward_time: 4.4380612373, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4119372368
validation[          , genome  2403] predictions:    9502/  10000 (95.02%), best:    9502/10000 (95.02%), error:      1683.40259, best error:      1683.40259 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 61.7536010742s, input_fired_time: 0.4678903222, output_fired_time: 0.4443815947, propagate_forward_time: 22.9423885345, propagate_backward_time: 35.4590263367, weight_update_time: 0.1384684741, other_time: 2.4399147034
epoch time: 5.3012371063s, input_fired_time: 0.0580580458, output_fired_time: 0.0000000000, propagate_forward_time: 4.8088941574, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4342846870
validation[          , genome  2403] predictions:    9486/  10000 (94.86%), best:    9502/10000 (95.02%), error:      1720.92078, best error:      1683.40259 on epoch:    19, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 61.6349182129s, input_fired_time: 0.4486266375, output_fired_time: 0.4446523488, propagate_forward_time: 22.9802875519, propagate_backward_time: 35.3644409180, weight_update_time: 0.1387041360, other_time: 2.3969116211
epoch time: 5.1881794930s, input_fired_time: 0.0556482784, output_fired_time: 0.0000000000, propagate_forward_time: 4.7098760605, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4226551056
validation[          , genome  2403] predictions:    9487/  10000 (94.87%), best:    9502/10000 (95.02%), error:      1748.75598, best error:      1683.40259 on epoch:    19, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 61.7935905457s, input_fired_time: 0.4459232688, output_fired_time: 0.4484130144, propagate_forward_time: 22.9635257721, propagate_backward_time: 35.5509605408, weight_update_time: 0.1393199116, other_time: 2.3847694397
epoch time: 4.9962096214s, input_fired_time: 0.0558643155, output_fired_time: 0.0000000000, propagate_forward_time: 4.5114750862, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4288702011
validation[          , genome  2403] predictions:    9469/  10000 (94.69%), best:    9502/10000 (95.02%), error:      1752.79309, best error:      1683.40259 on epoch:    19, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 61.6179275513s, input_fired_time: 0.4448618889, output_fired_time: 0.4469749629, propagate_forward_time: 22.9472141266, propagate_backward_time: 35.3549880981, weight_update_time: 0.1392730325, other_time: 2.4238891602
epoch time: 4.9850611687s, input_fired_time: 0.0552037582, output_fired_time: 0.0000000000, propagate_forward_time: 4.5243277550, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4055294991
validation[          , genome  2403] predictions:    9493/  10000 (94.93%), best:    9502/10000 (95.02%), error:      1743.64453, best error:      1683.40259 on epoch:    19, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 62.0476455688s, input_fired_time: 0.4460147619, output_fired_time: 0.4513354003, propagate_forward_time: 22.9827175140, propagate_backward_time: 35.7251739502, weight_update_time: 0.1391509324, other_time: 2.4424057007
epoch time: 5.0508217812s, input_fired_time: 0.0582361445, output_fired_time: 0.0000000000, propagate_forward_time: 4.5551447868, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4374408722
validation[          , genome  2403] predictions:    9386/  10000 (93.86%), best:    9502/10000 (95.02%), error:      1994.95691, best error:      1683.40259 on epoch:    19, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 61.8412666321s, input_fired_time: 0.4446840286, output_fired_time: 0.4497384727, propagate_forward_time: 22.8745231628, propagate_backward_time: 35.6295204163, weight_update_time: 0.1397662610, other_time: 2.4428024292
epoch time: 4.9739146233s, input_fired_time: 0.0574849695, output_fired_time: 0.0000000000, propagate_forward_time: 4.4815883636, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4348411560
validation[          , genome  2403] predictions:    9452/  10000 (94.52%), best:    9502/10000 (95.02%), error:      1846.97241, best error:      1683.40259 on epoch:    19, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 61.3297080994s, input_fired_time: 0.4452081621, output_fired_time: 0.4476410151, propagate_forward_time: 22.5722999573, propagate_backward_time: 35.3997383118, weight_update_time: 0.1385799646, other_time: 2.4648208618
epoch time: 4.8562507629s, input_fired_time: 0.0544610322, output_fired_time: 0.0000000000, propagate_forward_time: 4.3786664009, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4231233597
validation[          , genome  2403] predictions:    9450/  10000 (94.50%), best:    9502/10000 (95.02%), error:      1965.06470, best error:      1683.40259 on epoch:    19, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 61.9963264465s, input_fired_time: 0.4456128478, output_fired_time: 0.4447766840, propagate_forward_time: 23.1881027222, propagate_backward_time: 35.5848808289, weight_update_time: 0.1380179673, other_time: 2.3329505920
epoch time: 5.2484502792s, input_fired_time: 0.0584267005, output_fired_time: 0.0000000000, propagate_forward_time: 4.7534241676, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4365992546
validation[          , genome  2403] predictions:    9499/  10000 (94.99%), best:    9502/10000 (95.02%), error:      1703.36060, best error:      1683.40259 on epoch:    19, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 60.4398002625s, input_fired_time: 0.4364324510, output_fired_time: 0.4352944493, propagate_forward_time: 22.6087207794, propagate_backward_time: 34.6243476868, weight_update_time: 0.1362618506, other_time: 2.3350028992
epoch time: 4.7962031364s, input_fired_time: 0.0537062995, output_fired_time: 0.0000000000, propagate_forward_time: 4.3364195824, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4060773849
validation[          , genome  2403] predictions:    9507/  10000 (95.07%), best:    9507/10000 (95.07%), error:      1678.83923, best error:      1678.83923 on epoch:    28, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 62.4137878418s, input_fired_time: 0.4543305635, output_fired_time: 0.4477033317, propagate_forward_time: 23.2512741089, propagate_backward_time: 35.8293571472, weight_update_time: 0.1405702829, other_time: 2.4311218262
epoch time: 5.3131051064s, input_fired_time: 0.0597679615, output_fired_time: 0.0000000000, propagate_forward_time: 4.8101406097, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4431962967
validation[          , genome  2403] predictions:    9465/  10000 (94.65%), best:    9507/10000 (95.07%), error:      1792.35217, best error:      1678.83923 on epoch:    28, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 62.7795295715s, input_fired_time: 0.4520663619, output_fired_time: 0.4503576159, propagate_forward_time: 23.4854240417, propagate_backward_time: 35.9617309570, weight_update_time: 0.1407362521, other_time: 2.4299507141
epoch time: 5.2162923813s, input_fired_time: 0.0584637672, output_fired_time: 0.0000000000, propagate_forward_time: 4.7255578041, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4322710037
validation[          , genome  2403] predictions:    9521/  10000 (95.21%), best:    9521/10000 (95.21%), error:      1625.25500, best error:      1625.25500 on epoch:    30, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 62.6627845764s, input_fired_time: 0.4475086033, output_fired_time: 0.4477677941, propagate_forward_time: 23.5030860901, propagate_backward_time: 35.9110679626, weight_update_time: 0.1380238384, other_time: 2.3533515930
epoch time: 5.3663883209s, input_fired_time: 0.0607070588, output_fired_time: 0.0000000000, propagate_forward_time: 4.8560352325, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4496459961
validation[          , genome  2403] predictions:    9552/  10000 (95.52%), best:    9552/10000 (95.52%), error:      1533.46252, best error:      1533.46252 on epoch:    31, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 61.6120033264s, input_fired_time: 0.4409411252, output_fired_time: 0.4400539696, propagate_forward_time: 22.9827575684, propagate_backward_time: 35.3982429504, weight_update_time: 0.1382858455, other_time: 2.3500061035
epoch time: 5.2506546974s, input_fired_time: 0.0585360788, output_fired_time: 0.0000000000, propagate_forward_time: 4.7661924362, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4259262085
validation[          , genome  2403] predictions:    9500/  10000 (95.00%), best:    9552/10000 (95.52%), error:      1635.85925, best error:      1533.46252 on epoch:    31, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 61.7819404602s, input_fired_time: 0.4403818548, output_fired_time: 0.4472647309, propagate_forward_time: 22.9345951080, propagate_backward_time: 35.5782623291, weight_update_time: 0.1391985267, other_time: 2.3814392090
epoch time: 5.1884465218s, input_fired_time: 0.0565579459, output_fired_time: 0.0000000000, propagate_forward_time: 4.7086715698, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4232168198
validation[          , genome  2403] predictions:    9513/  10000 (95.13%), best:    9552/10000 (95.52%), error:      1717.12354, best error:      1533.46252 on epoch:    31, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 62.5089759827s, input_fired_time: 0.4500781596, output_fired_time: 0.4512776434, propagate_forward_time: 23.3684005737, propagate_backward_time: 35.8289871216, weight_update_time: 0.1399426907, other_time: 2.4102325439
epoch time: 5.4811353683s, input_fired_time: 0.0601741187, output_fired_time: 0.0000000000, propagate_forward_time: 4.9613895416, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4595718384
validation[          , genome  2403] predictions:    9511/  10000 (95.11%), best:    9552/10000 (95.52%), error:      1676.73145, best error:      1533.46252 on epoch:    31, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 62.6584625244s, input_fired_time: 0.4509387314, output_fired_time: 0.4506017268, propagate_forward_time: 23.3778781891, propagate_backward_time: 35.9874572754, weight_update_time: 0.1400047690, other_time: 2.3915863037
epoch time: 5.1289544106s, input_fired_time: 0.0565873794, output_fired_time: 0.0000000000, propagate_forward_time: 4.6423773766, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4299898148
validation[          , genome  2403] predictions:    9500/  10000 (95.00%), best:    9552/10000 (95.52%), error:      1654.37659, best error:      1533.46252 on epoch:    31, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 61.7157440186s, input_fired_time: 0.4413973391, output_fired_time: 0.4461802244, propagate_forward_time: 22.9036731720, propagate_backward_time: 35.5459403992, weight_update_time: 0.1386665404, other_time: 2.3785514832
epoch time: 5.1900944710s, input_fired_time: 0.0556737222, output_fired_time: 0.0000000000, propagate_forward_time: 4.7189116478, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4155092239
validation[          , genome  2403] predictions:    9563/  10000 (95.63%), best:    9563/10000 (95.63%), error:      1526.32336, best error:      1526.32336 on epoch:    36, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 62.5722618103s, input_fired_time: 0.4532792270, output_fired_time: 0.4481936693, propagate_forward_time: 23.4200687408, propagate_backward_time: 35.8193092346, weight_update_time: 0.1406604201, other_time: 2.4314155579
epoch time: 5.1609439850s, input_fired_time: 0.0571550950, output_fired_time: 0.0000000000, propagate_forward_time: 4.6704573631, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4333314896
validation[          , genome  2403] predictions:    9520/  10000 (95.20%), best:    9563/10000 (95.63%), error:      1572.30957, best error:      1526.32336 on epoch:    36, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 61.5263595581s, input_fired_time: 0.4454475641, output_fired_time: 0.4442823827, propagate_forward_time: 22.8001918793, propagate_backward_time: 35.4358291626, weight_update_time: 0.1392890364, other_time: 2.4006118774
epoch time: 5.0809779167s, input_fired_time: 0.0559192263, output_fired_time: 0.0000000000, propagate_forward_time: 4.6091985703, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4158601761
validation[          , genome  2403] predictions:    9480/  10000 (94.80%), best:    9563/10000 (95.63%), error:      1681.49878, best error:      1526.32336 on epoch:    36, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 62.2402610779s, input_fired_time: 0.4502053857, output_fired_time: 0.4489516318, propagate_forward_time: 23.2491073608, propagate_backward_time: 35.6517753601, weight_update_time: 0.1406993121, other_time: 2.4402198792
epoch time: 5.1116485596s, input_fired_time: 0.0589092374, output_fired_time: 0.0000000000, propagate_forward_time: 4.6170854568, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4356536865
validation[          , genome  2403] predictions:    9531/  10000 (95.31%), best:    9563/10000 (95.63%), error:      1592.73730, best error:      1526.32336 on epoch:    36, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 61.4573974609s, input_fired_time: 0.4456620216, output_fired_time: 0.4460733831, propagate_forward_time: 22.7094421387, propagate_backward_time: 35.4779586792, weight_update_time: 0.1372301877, other_time: 2.3782615662
epoch time: 5.1816611290s, input_fired_time: 0.0568582863, output_fired_time: 0.0000000000, propagate_forward_time: 4.7070751190, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4177279472
validation[          , genome  2403] predictions:    9487/  10000 (94.87%), best:    9563/10000 (95.63%), error:      1737.06067, best error:      1526.32336 on epoch:    36, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 61.5170555115s, input_fired_time: 0.4487301409, output_fired_time: 0.4434854984, propagate_forward_time: 22.8416385651, propagate_backward_time: 35.3455123901, weight_update_time: 0.1391121596, other_time: 2.4376907349
epoch time: 5.1444149017s, input_fired_time: 0.0579799637, output_fired_time: 0.0000000000, propagate_forward_time: 4.6404938698, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4459409714
validation[          , genome  2403] predictions:    9508/  10000 (95.08%), best:    9563/10000 (95.63%), error:      1622.19836, best error:      1526.32336 on epoch:    36, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 62.0253143311s, input_fired_time: 0.4497736990, output_fired_time: 0.4496572912, propagate_forward_time: 23.0356483459, propagate_backward_time: 35.6017341614, weight_update_time: 0.1415545344, other_time: 2.4885025024
epoch time: 5.1677718163s, input_fired_time: 0.0578112118, output_fired_time: 0.0000000000, propagate_forward_time: 4.6832833290, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4266772270
validation[          , genome  2403] predictions:    9521/  10000 (95.21%), best:    9563/10000 (95.63%), error:      1645.05237, best error:      1526.32336 on epoch:    36, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 61.0835266113s, input_fired_time: 0.4402348697, output_fired_time: 0.4460185468, propagate_forward_time: 22.6014175415, propagate_backward_time: 35.2304687500, weight_update_time: 0.1371664703, other_time: 2.3653869629
epoch time: 4.9046134949s, input_fired_time: 0.0560178496, output_fired_time: 0.0000000000, propagate_forward_time: 4.4112315178, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4373641014
validation[          , genome  2403] predictions:    9380/  10000 (93.80%), best:    9563/10000 (95.63%), error:      2014.51965, best error:      1526.32336 on epoch:    36, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 62.1036911011s, input_fired_time: 0.4486714602, output_fired_time: 0.4484252930, propagate_forward_time: 23.0989265442, propagate_backward_time: 35.7143440247, weight_update_time: 0.1386607587, other_time: 2.3933219910
epoch time: 5.6242928505s, input_fired_time: 0.0614836738, output_fired_time: 0.0000000000, propagate_forward_time: 5.0112175941, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5515913963
validation[          , genome  2403] predictions:    9451/  10000 (94.51%), best:    9563/10000 (95.63%), error:      1908.52100, best error:      1526.32336 on epoch:    36, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 62.3045921326s, input_fired_time: 0.4577099383, output_fired_time: 0.4509447813, propagate_forward_time: 23.2021408081, propagate_backward_time: 35.7426147461, weight_update_time: 0.1405768991, other_time: 2.4511833191
epoch time: 5.0643582344s, input_fired_time: 0.0567815341, output_fired_time: 0.0000000000, propagate_forward_time: 4.5815224648, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4260540009
validation[          , genome  2403] predictions:    9562/  10000 (95.62%), best:    9562/10000 (95.62%), error:      1516.04834, best error:      1516.04834 on epoch:    45, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 62.6381950378s, input_fired_time: 0.4588837028, output_fired_time: 0.4510118961, propagate_forward_time: 23.2289733887, propagate_backward_time: 36.0017547607, weight_update_time: 0.1422068775, other_time: 2.4975700378
epoch time: 5.1556777954s, input_fired_time: 0.0566369407, output_fired_time: 0.0000000000, propagate_forward_time: 4.6830315590, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4160094261
validation[          , genome  2403] predictions:    9560/  10000 (95.60%), best:    9560/10000 (95.60%), error:      1444.14441, best error:      1444.14441 on epoch:    46, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 61.0059242249s, input_fired_time: 0.4459834993, output_fired_time: 0.4413642287, propagate_forward_time: 22.7894592285, propagate_backward_time: 34.9475326538, weight_update_time: 0.1373566091, other_time: 2.3815841675
epoch time: 5.1364831924s, input_fired_time: 0.0565502942, output_fired_time: 0.0000000000, propagate_forward_time: 4.6627378464, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4171948433
validation[          , genome  2403] predictions:    9559/  10000 (95.59%), best:    9560/10000 (95.60%), error:      1498.27405, best error:      1444.14441 on epoch:    46, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 62.3244934082s, input_fired_time: 0.4518992603, output_fired_time: 0.4438331127, propagate_forward_time: 23.3210868835, propagate_backward_time: 35.6727523804, weight_update_time: 0.1414112002, other_time: 2.4349212646
epoch time: 5.2120585442s, input_fired_time: 0.0574943013, output_fired_time: 0.0000000000, propagate_forward_time: 4.7371902466, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4173741341
validation[          , genome  2403] predictions:    9574/  10000 (95.74%), best:    9560/10000 (95.60%), error:      1492.60327, best error:      1444.14441 on epoch:    46, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 62.5391311646s, input_fired_time: 0.4511601031, output_fired_time: 0.4515726864, propagate_forward_time: 23.2306118011, propagate_backward_time: 35.9640083313, weight_update_time: 0.1400881410, other_time: 2.4417762756
epoch time: 5.2288284302s, input_fired_time: 0.0573322959, output_fired_time: 0.0000000000, propagate_forward_time: 4.7490801811, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4224157333
validation[          , genome  2403] predictions:    9421/  10000 (94.21%), best:    9560/10000 (95.60%), error:      2026.62451, best error:      1444.14441 on epoch:    46, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 62.3122596741s, input_fired_time: 0.4538318813, output_fired_time: 0.4532282650, propagate_forward_time: 23.2585659027, propagate_backward_time: 35.7179603577, weight_update_time: 0.1400060952, other_time: 2.4286766052
epoch time: 5.1483654976s, input_fired_time: 0.0570979752, output_fired_time: 0.0000000000, propagate_forward_time: 4.6759014130, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4153661728
validation[          , genome  2403] predictions:    9566/  10000 (95.66%), best:    9560/10000 (95.60%), error:      1473.67163, best error:      1444.14441 on epoch:    46, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 62.5372962952s, input_fired_time: 0.4473622143, output_fired_time: 0.4497239590, propagate_forward_time: 23.4837856293, propagate_backward_time: 35.8019447327, weight_update_time: 0.1383777708, other_time: 2.3544807434
epoch time: 5.1250395775s, input_fired_time: 0.0574233718, output_fired_time: 0.0000000000, propagate_forward_time: 4.6515612602, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4160547256
validation[          , genome  2403] predictions:    9529/  10000 (95.29%), best:    9560/10000 (95.60%), error:      1582.68835, best error:      1444.14441 on epoch:    46, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 62.5457115173s, input_fired_time: 0.4505929351, output_fired_time: 0.4497010112, propagate_forward_time: 23.3915672302, propagate_backward_time: 35.8346710205, weight_update_time: 0.1391543895, other_time: 2.4191818237
epoch time: 5.1364073753s, input_fired_time: 0.0579517968, output_fired_time: 0.0000000000, propagate_forward_time: 4.6577100754, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4207453728
validation[          , genome  2403] predictions:    9543/  10000 (95.43%), best:    9560/10000 (95.60%), error:      1572.83508, best error:      1444.14441 on epoch:    46, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 61.9020347595s, input_fired_time: 0.4453799129, output_fired_time: 0.4455460906, propagate_forward_time: 23.0279846191, propagate_backward_time: 35.6108856201, weight_update_time: 0.1363839954, other_time: 2.3722381592
epoch time: 5.2771053314s, input_fired_time: 0.0583200566, output_fired_time: 0.0000000000, propagate_forward_time: 4.7874498367, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4313354492
validation[          , genome  2403] predictions:    9549/  10000 (95.49%), best:    9560/10000 (95.60%), error:      1478.95825, best error:      1444.14441 on epoch:    46, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 62.3692398071s, input_fired_time: 0.4519868195, output_fired_time: 0.4500386715, propagate_forward_time: 23.2050495148, propagate_backward_time: 35.8154258728, weight_update_time: 0.1416954845, other_time: 2.4467353821
epoch time: 5.1967978477s, input_fired_time: 0.0578027591, output_fired_time: 0.0000000000, propagate_forward_time: 4.7234096527, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4155855179
validation[          , genome  2403] predictions:    9568/  10000 (95.68%), best:    9560/10000 (95.60%), error:      1444.39648, best error:      1444.14441 on epoch:    46, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 61.1208267212s, input_fired_time: 0.4418758452, output_fired_time: 0.4431169927, propagate_forward_time: 22.6233139038, propagate_backward_time: 35.2706336975, weight_update_time: 0.1383650899, other_time: 2.3418884277
epoch time: 4.7534656525s, input_fired_time: 0.0552925654, output_fired_time: 0.0000000000, propagate_forward_time: 4.2650313377, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4331417084
validation[          , genome  2403] predictions:    9495/  10000 (94.95%), best:    9560/10000 (95.60%), error:      1660.97266, best error:      1444.14441 on epoch:    46, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 62.5765495300s, input_fired_time: 0.4534300268, output_fired_time: 0.4499503076, propagate_forward_time: 23.3862457275, propagate_backward_time: 35.8806343079, weight_update_time: 0.1399649531, other_time: 2.4062881470
epoch time: 5.1829066277s, input_fired_time: 0.0581821091, output_fired_time: 0.0000000000, propagate_forward_time: 4.7028331757, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4218912125
validation[          , genome  2403] predictions:    9499/  10000 (94.99%), best:    9560/10000 (95.60%), error:      1663.36060, best error:      1444.14441 on epoch:    46, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 61.6473770142s, input_fired_time: 0.4444831610, output_fired_time: 0.4455519617, propagate_forward_time: 22.9529228210, propagate_backward_time: 35.4168853760, weight_update_time: 0.1391032189, other_time: 2.3875312805
epoch time: 5.0804047585s, input_fired_time: 0.0564003736, output_fired_time: 0.0000000000, propagate_forward_time: 4.6092143059, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4147901535
validation[          , genome  2403] predictions:    9572/  10000 (95.72%), best:    9572/10000 (95.72%), error:      1441.09973, best error:      1441.09973 on epoch:    57, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 61.2363281250s, input_fired_time: 0.4501767457, output_fired_time: 0.4460769594, propagate_forward_time: 22.6021900177, propagate_backward_time: 35.2625083923, weight_update_time: 0.1407492608, other_time: 2.4753761292
epoch time: 5.4038743973s, input_fired_time: 0.0619866513, output_fired_time: 0.0000000000, propagate_forward_time: 4.8936901093, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4481978416
validation[          , genome  2403] predictions:    9553/  10000 (95.53%), best:    9572/10000 (95.72%), error:      1470.81128, best error:      1441.09973 on epoch:    57, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 62.6693229675s, input_fired_time: 0.4531576633, output_fired_time: 0.4449506998, propagate_forward_time: 23.4296245575, propagate_backward_time: 35.9276504517, weight_update_time: 0.1397664547, other_time: 2.4139404297
epoch time: 5.1827602386s, input_fired_time: 0.0566173010, output_fired_time: 0.0000000000, propagate_forward_time: 4.7114276886, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4147152901
validation[          , genome  2403] predictions:    9554/  10000 (95.54%), best:    9554/10000 (95.54%), error:      1440.63501, best error:      1440.63501 on epoch:    59, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 61.3916206360s, input_fired_time: 0.4512877762, output_fired_time: 0.4419227839, propagate_forward_time: 22.9191646576, propagate_backward_time: 35.1712341309, weight_update_time: 0.1370313317, other_time: 2.4080123901
epoch time: 5.1570119858s, input_fired_time: 0.0566989779, output_fired_time: 0.0000000000, propagate_forward_time: 4.6770100594, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4233031273
validation[          , genome  2403] predictions:    9541/  10000 (95.41%), best:    9554/10000 (95.54%), error:      1526.58752, best error:      1440.63501 on epoch:    59, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 61.7384071350s, input_fired_time: 0.4508635104, output_fired_time: 0.4513251483, propagate_forward_time: 22.7540626526, propagate_backward_time: 35.6635322571, weight_update_time: 0.1376277953, other_time: 2.4186248779
epoch time: 5.0140032768s, input_fired_time: 0.0569377206, output_fired_time: 0.0000000000, propagate_forward_time: 4.5474405289, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4096250534
validation[          , genome  2403] predictions:    9555/  10000 (95.55%), best:    9555/10000 (95.55%), error:      1423.42017, best error:      1423.42017 on epoch:    61, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 61.1769561768s, input_fired_time: 0.4438245296, output_fired_time: 0.4409141243, propagate_forward_time: 22.5908069611, propagate_backward_time: 35.2923622131, weight_update_time: 0.1384691447, other_time: 2.4090461731
epoch time: 5.1438393593s, input_fired_time: 0.0586413965, output_fired_time: 0.0000000000, propagate_forward_time: 4.6481547356, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4370431900
validation[          , genome  2403] predictions:    9570/  10000 (95.70%), best:    9555/10000 (95.55%), error:      1432.69470, best error:      1423.42017 on epoch:    61, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 60.7874107361s, input_fired_time: 0.4515156746, output_fired_time: 0.4360436201, propagate_forward_time: 22.5854339600, propagate_backward_time: 34.8875274658, weight_update_time: 0.1381633580, other_time: 2.4268913269
epoch time: 4.7960362434s, input_fired_time: 0.0549462289, output_fired_time: 0.0000000000, propagate_forward_time: 4.3333444595, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4077453613
validation[          , genome  2403] predictions:    9559/  10000 (95.59%), best:    9555/10000 (95.55%), error:      1432.61560, best error:      1423.42017 on epoch:    61, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 62.9773368835s, input_fired_time: 0.4556415677, output_fired_time: 0.4499483705, propagate_forward_time: 23.5344142914, propagate_backward_time: 36.1115760803, weight_update_time: 0.1407501101, other_time: 2.4257545471
epoch time: 5.4722142220s, input_fired_time: 0.0630668029, output_fired_time: 0.0000000000, propagate_forward_time: 4.9536638260, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4554834366
validation[          , genome  2403] predictions:    9568/  10000 (95.68%), best:    9555/10000 (95.55%), error:      1443.08984, best error:      1423.42017 on epoch:    61, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 60.5328483582s, input_fired_time: 0.4403415620, output_fired_time: 0.4422442019, propagate_forward_time: 22.2072219849, propagate_backward_time: 35.0635833740, weight_update_time: 0.1373634934, other_time: 2.3794555664
epoch time: 5.0837836266s, input_fired_time: 0.0562392622, output_fired_time: 0.0000000000, propagate_forward_time: 4.6056013107, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4219431877
validation[          , genome  2403] predictions:    9552/  10000 (95.52%), best:    9555/10000 (95.55%), error:      1480.92773, best error:      1423.42017 on epoch:    61, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 62.3622398376s, input_fired_time: 0.4490183592, output_fired_time: 0.4493851066, propagate_forward_time: 23.2908248901, propagate_backward_time: 35.7985801697, weight_update_time: 0.1386193335, other_time: 2.3744316101
epoch time: 5.2580909729s, input_fired_time: 0.0598830990, output_fired_time: 0.0000000000, propagate_forward_time: 4.7557106018, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4424972534
validation[          , genome  2403] predictions:    9482/  10000 (94.82%), best:    9555/10000 (95.55%), error:      1661.46875, best error:      1423.42017 on epoch:    61, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 61.5338134766s, input_fired_time: 0.4519908130, output_fired_time: 0.4466746747, propagate_forward_time: 22.9084682465, propagate_backward_time: 35.3132820129, weight_update_time: 0.1371977329, other_time: 2.4133949280
epoch time: 5.1539468765s, input_fired_time: 0.0588400327, output_fired_time: 0.0000000000, propagate_forward_time: 4.6667785645, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4283285141
validation[          , genome  2403] predictions:    9552/  10000 (95.52%), best:    9555/10000 (95.55%), error:      1469.58545, best error:      1423.42017 on epoch:    61, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 61.1580047607s, input_fired_time: 0.4483514130, output_fired_time: 0.4413307011, propagate_forward_time: 22.7666969299, propagate_backward_time: 35.1210021973, weight_update_time: 0.1360997111, other_time: 2.3806228638
epoch time: 4.5294098854s, input_fired_time: 0.0551684499, output_fired_time: 0.0000000000, propagate_forward_time: 4.0326714516, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4415698051
validation[          , genome  2403] predictions:    9564/  10000 (95.64%), best:    9564/10000 (95.64%), error:      1403.45264, best error:      1403.45264 on epoch:    68, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 63.3884010315s, input_fired_time: 0.4661231935, output_fired_time: 0.4546982646, propagate_forward_time: 23.6880359650, propagate_backward_time: 36.3517265320, weight_update_time: 0.1416057199, other_time: 2.4278221130
epoch time: 5.2730641365s, input_fired_time: 0.0603727475, output_fired_time: 0.0000000000, propagate_forward_time: 4.7677688599, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4449224472
validation[          , genome  2403] predictions:    9558/  10000 (95.58%), best:    9564/10000 (95.64%), error:      1448.97949, best error:      1403.45264 on epoch:    68, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 61.5822639465s, input_fired_time: 0.4516421258, output_fired_time: 0.4503012300, propagate_forward_time: 22.7876415253, propagate_backward_time: 35.4591484070, weight_update_time: 0.1386393607, other_time: 2.4335289001
epoch time: 4.5667133331s, input_fired_time: 0.0564820208, output_fired_time: 0.0000000000, propagate_forward_time: 4.0471196175, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4631118774
validation[          , genome  2403] predictions:    9568/  10000 (95.68%), best:    9564/10000 (95.64%), error:      1451.45569, best error:      1403.45264 on epoch:    68, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 60.5801811218s, input_fired_time: 0.4377194345, output_fired_time: 0.4398158789, propagate_forward_time: 22.2707710266, propagate_backward_time: 35.0707397461, weight_update_time: 0.1375149190, other_time: 2.3611335754
epoch time: 5.2137537003s, input_fired_time: 0.0587918200, output_fired_time: 0.0000000000, propagate_forward_time: 4.7344932556, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4204688072
validation[          , genome  2403] predictions:    9581/  10000 (95.81%), best:    9581/10000 (95.81%), error:      1375.26440, best error:      1375.26440 on epoch:    71, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 63.6529273987s, input_fired_time: 0.4664031565, output_fired_time: 0.4559027255, propagate_forward_time: 23.8252658844, propagate_backward_time: 36.4531936646, weight_update_time: 0.1424837112, other_time: 2.4521636963
epoch time: 5.2615971565s, input_fired_time: 0.0590475611, output_fired_time: 0.0000000000, propagate_forward_time: 4.7739567757, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4285926819
validation[          , genome  2403] predictions:    9533/  10000 (95.33%), best:    9581/10000 (95.81%), error:      1488.01343, best error:      1375.26440 on epoch:    71, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 62.1780281067s, input_fired_time: 0.4538019001, output_fired_time: 0.4432898462, propagate_forward_time: 23.2373199463, propagate_backward_time: 35.6086158752, weight_update_time: 0.1402016431, other_time: 2.4350013733
epoch time: 5.4023795128s, input_fired_time: 0.0617607981, output_fired_time: 0.0000000000, propagate_forward_time: 4.8724493980, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4681692123
validation[          , genome  2403] predictions:    9568/  10000 (95.68%), best:    9581/10000 (95.81%), error:      1431.78186, best error:      1375.26440 on epoch:    71, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 62.5979766846s, input_fired_time: 0.4530217648, output_fired_time: 0.4500257969, propagate_forward_time: 23.4233379364, propagate_backward_time: 35.8886451721, weight_update_time: 0.1422059834, other_time: 2.3829460144
epoch time: 5.3000984192s, input_fired_time: 0.0584910139, output_fired_time: 0.0000000000, propagate_forward_time: 4.8077611923, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4338459969
validation[          , genome  2403] predictions:    9577/  10000 (95.77%), best:    9581/10000 (95.81%), error:      1433.84082, best error:      1375.26440 on epoch:    71, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 61.7775650024s, input_fired_time: 0.4504136741, output_fired_time: 0.4478577673, propagate_forward_time: 22.8284969330, propagate_backward_time: 35.5854225159, weight_update_time: 0.1422077119, other_time: 2.4653739929
epoch time: 5.1559443474s, input_fired_time: 0.0584842861, output_fired_time: 0.0000000000, propagate_forward_time: 4.6651945114, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4322657585
validation[          , genome  2403] predictions:    9566/  10000 (95.66%), best:    9581/10000 (95.81%), error:      1422.93896, best error:      1375.26440 on epoch:    71, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 62.3099632263s, input_fired_time: 0.4508467913, output_fired_time: 0.4468568861, propagate_forward_time: 23.2643604279, propagate_backward_time: 35.7299728394, weight_update_time: 0.1389513910, other_time: 2.4179229736
epoch time: 5.1368074417s, input_fired_time: 0.0570051409, output_fired_time: 0.0000000000, propagate_forward_time: 4.6647877693, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4150147438
validation[          , genome  2403] predictions:    9539/  10000 (95.39%), best:    9581/10000 (95.81%), error:      1529.54700, best error:      1375.26440 on epoch:    71, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 61.9723320007s, input_fired_time: 0.4552775323, output_fired_time: 0.4491506815, propagate_forward_time: 22.9751377106, propagate_backward_time: 35.6123161316, weight_update_time: 0.1391598284, other_time: 2.4804496765
epoch time: 4.4734125137s, input_fired_time: 0.0542552918, output_fired_time: 0.0000000000, propagate_forward_time: 3.9767005444, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4424564838
validation[          , genome  2403] predictions:    9573/  10000 (95.73%), best:    9581/10000 (95.81%), error:      1439.65613, best error:      1375.26440 on epoch:    71, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 61.1262092590s, input_fired_time: 0.4514493644, output_fired_time: 0.4394025505, propagate_forward_time: 22.7033824921, propagate_backward_time: 35.1173667908, weight_update_time: 0.1364875436, other_time: 2.4146080017
epoch time: 5.1333236694s, input_fired_time: 0.0594751202, output_fired_time: 0.0000000000, propagate_forward_time: 4.6430735588, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4307751656
validation[          , genome  2403] predictions:    9569/  10000 (95.69%), best:    9581/10000 (95.81%), error:      1411.16089, best error:      1375.26440 on epoch:    71, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 61.4559211731s, input_fired_time: 0.4513907731, output_fired_time: 0.4432727695, propagate_forward_time: 22.8571605682, propagate_backward_time: 35.2547569275, weight_update_time: 0.1400579363, other_time: 2.4493446350
epoch time: 5.4949078560s, input_fired_time: 0.0609484650, output_fired_time: 0.0000000000, propagate_forward_time: 4.9751420021, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4588174820
validation[          , genome  2403] predictions:    9557/  10000 (95.57%), best:    9581/10000 (95.81%), error:      1466.13550, best error:      1375.26440 on epoch:    71, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 62.3394622803s, input_fired_time: 0.4532391429, output_fired_time: 0.4503080249, propagate_forward_time: 23.2801933289, propagate_backward_time: 35.7423248291, weight_update_time: 0.1388866454, other_time: 2.4133949280
epoch time: 5.4206881523s, input_fired_time: 0.0627895892, output_fired_time: 0.0000000000, propagate_forward_time: 4.8993153572, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4585833549
validation[          , genome  2403] predictions:    9563/  10000 (95.63%), best:    9581/10000 (95.81%), error:      1459.64600, best error:      1375.26440 on epoch:    71, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 62.1214599609s, input_fired_time: 0.4493440092, output_fired_time: 0.4443812370, propagate_forward_time: 23.2798461914, propagate_backward_time: 35.6089096069, weight_update_time: 0.1378961653, other_time: 2.3389778137
epoch time: 5.2750158310s, input_fired_time: 0.0603352599, output_fired_time: 0.0000000000, propagate_forward_time: 4.7807445526, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4339361191
validation[          , genome  2403] predictions:    9556/  10000 (95.56%), best:    9581/10000 (95.81%), error:      1434.58960, best error:      1375.26440 on epoch:    71, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 62.2363166809s, input_fired_time: 0.4536092281, output_fired_time: 0.4460194111, propagate_forward_time: 23.2662143707, propagate_backward_time: 35.7211151123, weight_update_time: 0.1367379874, other_time: 2.3493576050
epoch time: 5.2488703728s, input_fired_time: 0.0581941605, output_fired_time: 0.0000000000, propagate_forward_time: 4.7573523521, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4333238602
validation[          , genome  2403] predictions:    9597/  10000 (95.97%), best:    9597/10000 (95.97%), error:      1347.11572, best error:      1347.11572 on epoch:    82, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 62.5297737122s, input_fired_time: 0.4492291510, output_fired_time: 0.4466377497, propagate_forward_time: 23.4070110321, propagate_backward_time: 35.8564491272, weight_update_time: 0.1389264613, other_time: 2.3704490662
epoch time: 5.1567444801s, input_fired_time: 0.0570810661, output_fired_time: 0.0000000000, propagate_forward_time: 4.6831474304, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4165158272
validation[          , genome  2403] predictions:    9587/  10000 (95.87%), best:    9597/10000 (95.97%), error:      1377.53711, best error:      1347.11572 on epoch:    82, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 62.2009963989s, input_fired_time: 0.4570074081, output_fired_time: 0.4490428567, propagate_forward_time: 23.1163616180, propagate_backward_time: 35.7247962952, weight_update_time: 0.1403805763, other_time: 2.4537849426
epoch time: 5.3936972618s, input_fired_time: 0.0624731928, output_fired_time: 0.0000000000, propagate_forward_time: 4.8736577034, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4575662613
validation[          , genome  2403] predictions:    9577/  10000 (95.77%), best:    9597/10000 (95.97%), error:      1390.62231, best error:      1347.11572 on epoch:    82, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 62.3769798279s, input_fired_time: 0.4564875960, output_fired_time: 0.4495320618, propagate_forward_time: 23.2042121887, propagate_backward_time: 35.8145904541, weight_update_time: 0.1409300268, other_time: 2.4521598816
epoch time: 5.2928857803s, input_fired_time: 0.0597728789, output_fired_time: 0.0000000000, propagate_forward_time: 4.7843356133, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4487771988
validation[          , genome  2403] predictions:    9573/  10000 (95.73%), best:    9597/10000 (95.97%), error:      1420.07495, best error:      1347.11572 on epoch:    82, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 62.2572555542s, input_fired_time: 0.4530656338, output_fired_time: 0.4480344057, propagate_forward_time: 23.2436656952, propagate_backward_time: 35.7042160034, weight_update_time: 0.1395909786, other_time: 2.4082717896
epoch time: 5.0589480400s, input_fired_time: 0.0568827875, output_fired_time: 0.0000000000, propagate_forward_time: 4.5831871033, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4188780785
validation[          , genome  2403] predictions:    9547/  10000 (95.47%), best:    9597/10000 (95.97%), error:      1455.52417, best error:      1347.11572 on epoch:    82, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 61.7802505493s, input_fired_time: 0.4510630965, output_fired_time: 0.4445800781, propagate_forward_time: 23.0406112671, propagate_backward_time: 35.4542999268, weight_update_time: 0.1381431967, other_time: 2.3896980286
epoch time: 4.8119645119s, input_fired_time: 0.0582334436, output_fired_time: 0.0000000000, propagate_forward_time: 4.3160319328, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4376993179
validation[          , genome  2403] predictions:    9563/  10000 (95.63%), best:    9597/10000 (95.97%), error:      1444.47681, best error:      1347.11572 on epoch:    82, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 62.3877983093s, input_fired_time: 0.4555435479, output_fired_time: 0.4473232925, propagate_forward_time: 23.3699073792, propagate_backward_time: 35.6861572266, weight_update_time: 0.1388889253, other_time: 2.4288673401
epoch time: 5.4978251457s, input_fired_time: 0.0635139868, output_fired_time: 0.0000000000, propagate_forward_time: 4.9776320457, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4566793442
validation[          , genome  2403] predictions:    9573/  10000 (95.73%), best:    9597/10000 (95.97%), error:      1383.07446, best error:      1347.11572 on epoch:    82, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 62.1458206177s, input_fired_time: 0.4521116018, output_fired_time: 0.4421016872, propagate_forward_time: 22.9928607941, propagate_backward_time: 35.8123779297, weight_update_time: 0.1433317363, other_time: 2.4463729858
epoch time: 5.3180985451s, input_fired_time: 0.0602486320, output_fired_time: 0.0000000000, propagate_forward_time: 4.8194985390, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4383511543
validation[          , genome  2403] predictions:    9563/  10000 (95.63%), best:    9597/10000 (95.97%), error:      1443.01440, best error:      1347.11572 on epoch:    82, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 60.6550102234s, input_fired_time: 0.4505105615, output_fired_time: 0.4440340996, propagate_forward_time: 22.3253135681, propagate_backward_time: 34.9797058105, weight_update_time: 0.1387719512, other_time: 2.4554443359
epoch time: 5.3953666687s, input_fired_time: 0.0610462166, output_fired_time: 0.0000000000, propagate_forward_time: 4.8858556747, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4484648705
validation[          , genome  2403] predictions:    9578/  10000 (95.78%), best:    9597/10000 (95.97%), error:      1401.76758, best error:      1347.11572 on epoch:    82, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 62.7174606323s, input_fired_time: 0.4595751762, output_fired_time: 0.4515044689, propagate_forward_time: 23.4538555145, propagate_backward_time: 35.8852996826, weight_update_time: 0.1411549896, other_time: 2.4672241211
epoch time: 5.5324444771s, input_fired_time: 0.0615139902, output_fired_time: 0.0000000000, propagate_forward_time: 5.0069446564, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4639859200
validation[          , genome  2403] predictions:    9571/  10000 (95.71%), best:    9597/10000 (95.97%), error:      1416.96960, best error:      1347.11572 on epoch:    82, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 62.3488006592s, input_fired_time: 0.4555830359, output_fired_time: 0.4492208958, propagate_forward_time: 23.3275032043, propagate_backward_time: 35.7292327881, weight_update_time: 0.1381978244, other_time: 2.3872604370
epoch time: 5.2747688293s, input_fired_time: 0.0595742427, output_fired_time: 0.0000000000, propagate_forward_time: 4.7708110809, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4443836212
validation[          , genome  2403] predictions:    9579/  10000 (95.79%), best:    9597/10000 (95.97%), error:      1401.73035, best error:      1347.11572 on epoch:    82, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 60.4007835388s, input_fired_time: 0.4476118684, output_fired_time: 0.4366496801, propagate_forward_time: 22.2466659546, propagate_backward_time: 34.8647003174, weight_update_time: 0.1376332790, other_time: 2.4051551819
epoch time: 4.5489635468s, input_fired_time: 0.0558884367, output_fired_time: 0.0000000000, propagate_forward_time: 4.0530786514, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4399962425
validation[          , genome  2403] predictions:    9546/  10000 (95.46%), best:    9597/10000 (95.97%), error:      1449.80969, best error:      1347.11572 on epoch:    82, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 62.7740364075s, input_fired_time: 0.4633778930, output_fired_time: 0.4523515999, propagate_forward_time: 23.4527225494, propagate_backward_time: 35.9630203247, weight_update_time: 0.1405948699, other_time: 2.4425659180
epoch time: 5.2272510529s, input_fired_time: 0.0615577400, output_fired_time: 0.0000000000, propagate_forward_time: 4.7246041298, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4410891533
validation[          , genome  2403] predictions:    9542/  10000 (95.42%), best:    9597/10000 (95.97%), error:      1533.47095, best error:      1347.11572 on epoch:    82, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 62.8447303772s, input_fired_time: 0.4590010047, output_fired_time: 0.4527233243, propagate_forward_time: 23.4544582367, propagate_backward_time: 36.0834541321, weight_update_time: 0.1401626468, other_time: 2.3950920105
epoch time: 5.1982288361s, input_fired_time: 0.0596179664, output_fired_time: 0.0000000000, propagate_forward_time: 4.7239069939, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4147038460
validation[          , genome  2403] predictions:    9569/  10000 (95.69%), best:    9597/10000 (95.97%), error:      1401.20728, best error:      1347.11572 on epoch:    82, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 62.0872344971s, input_fired_time: 0.4526553452, output_fired_time: 0.4456619322, propagate_forward_time: 23.1134967804, propagate_backward_time: 35.6488037109, weight_update_time: 0.1391534954, other_time: 2.4266128540
epoch time: 5.2005815506s, input_fired_time: 0.0584030487, output_fired_time: 0.0000000000, propagate_forward_time: 4.7236323357, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4185461998
validation[          , genome  2403] predictions:    9582/  10000 (95.82%), best:    9597/10000 (95.97%), error:      1380.89343, best error:      1347.11572 on epoch:    82, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 62.6475524902s, input_fired_time: 0.4570066035, output_fired_time: 0.4481270611, propagate_forward_time: 23.4107913971, propagate_backward_time: 35.8897705078, weight_update_time: 0.1409068108, other_time: 2.4418563843
epoch time: 5.2111263275s, input_fired_time: 0.0590069517, output_fired_time: 0.0000000000, propagate_forward_time: 4.7342658043, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4178533554
validation[          , genome  2403] predictions:    9573/  10000 (95.73%), best:    9597/10000 (95.97%), error:      1458.64172, best error:      1347.11572 on epoch:    82, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 62.3916893005s, input_fired_time: 0.4544316232, output_fired_time: 0.4482958913, propagate_forward_time: 23.3019485474, propagate_backward_time: 35.7893180847, weight_update_time: 0.1403215975, other_time: 2.3976936340
epoch time: 5.1537699699s, input_fired_time: 0.0594613403, output_fired_time: 0.0000000000, propagate_forward_time: 4.6772518158, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4170570374
validation[          , genome  2403] predictions:    9586/  10000 (95.86%), best:    9597/10000 (95.97%), error:      1403.49353, best error:      1347.11572 on epoch:    82, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 62.5096893311s, input_fired_time: 0.4583577514, output_fired_time: 0.4473773241, propagate_forward_time: 23.3878135681, propagate_backward_time: 35.8019371033, weight_update_time: 0.1401927024, other_time: 2.4142036438
epoch time: 5.2275891304s, input_fired_time: 0.0610087700, output_fired_time: 0.0000000000, propagate_forward_time: 4.7208518982, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4457283020
validation[          , genome  2403] predictions:    9511/  10000 (95.11%), best:    9597/10000 (95.97%), error:      1614.99927, best error:      1347.11572 on epoch:    82, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 62.0696067810s, input_fired_time: 0.4592812657, output_fired_time: 0.4468528926, propagate_forward_time: 23.1653957367, propagate_backward_time: 35.5579032898, weight_update_time: 0.1406658590, other_time: 2.4401741028
epoch time: 5.5065164566s, input_fired_time: 0.0641188174, output_fired_time: 0.0000000000, propagate_forward_time: 4.9807686806, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4616289139
validation[          , genome  2403] predictions:    9552/  10000 (95.52%), best:    9597/10000 (95.97%), error:      1466.89575, best error:      1347.11572 on epoch:    82, 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: 25.8870391846s, input_fired_time: 0.2946104705, output_fired_time: 0.0000000000, propagate_forward_time: 23.3001422882, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2922859192
best training[          , genome  2403] predictions:   48696/  50000 (97.39%), best:    9597/10000 (95.97%), error:      4849.37988, best error:      1347.11572 on epoch:    82, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
evaluating best weights on test data.
evaluting test set with running mean/variance:
epoch time: 4.9929399490s, input_fired_time: 0.0559647307, output_fired_time: 0.0000000000, propagate_forward_time: 4.5203957558, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4165792465
   testing[          , genome  2403] predictions:    9624/  10000 (96.24%), best:    9597/10000 (95.97%), error:      1282.44592, best error:      1347.11572 on epoch:    82, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
09:31:48 (4628): called boinc_finish(0)

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