Nameexact_genome_1512568488_44_6934_1
Workunit2605982
Created7 Dec 2017, 22:50:42 UTC
Sent7 Dec 2017, 22:57:47 UTC
Report deadline16 Dec 2017, 1:00:46 UTC
Received8 Dec 2017, 15:55:33 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID55108
Run time4 hours 29 min 30 sec
CPU time4 hours 21 min 55 sec
Validate stateValid
Credit2,021.35
Device peak FLOPS2.57 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size156.07 MB
Peak swap size159.35 MB
Peak disk usage1.94 MB

Stderr output

<core_client_version>7.8.2</core_client_version>
<![CDATA[
<stderr_txt>
00 (97.21%), best:    9741/10000 (97.41%), error:       876.42438, best error:       871.56439 on epoch:    11, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 152.1150054932s, input_fired_time: 2.0892155170, output_fired_time: 1.9149061441, propagate_forward_time: 55.2385101318, propagate_backward_time: 89.0412750244, weight_update_time: 0.1669190824, other_time: 3.8311004639
epoch time: 11.2214174271s, input_fired_time: 0.2551883161, output_fired_time: 0.0000000000, propagate_forward_time: 10.2938833237, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6723461151
validation[          , genome  6934] predictions:    9653/  10000 (96.53%), best:    9741/10000 (97.41%), error:      1119.94763, best error:       871.56439 on epoch:    11, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 153.0683441162s, input_fired_time: 3.0913510323, output_fired_time: 1.9168345928, propagate_forward_time: 55.7193794250, propagate_backward_time: 88.4942550659, weight_update_time: 0.1667094380, other_time: 3.8465194702
epoch time: 12.7462015152s, input_fired_time: 0.2629341483, output_fired_time: 0.0000000000, propagate_forward_time: 11.7965202332, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6867475510
validation[          , genome  6934] predictions:    9710/  10000 (97.10%), best:    9741/10000 (97.41%), error:       907.58044, best error:       871.56439 on epoch:    11, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 151.1993103027s, input_fired_time: 2.0884308815, output_fired_time: 1.9333715439, propagate_forward_time: 55.4274368286, propagate_backward_time: 86.9026718140, weight_update_time: 0.1670315266, other_time: 4.8474121094
epoch time: 15.9729290009s, input_fired_time: 0.3296656609, output_fired_time: 0.0000000000, propagate_forward_time: 14.7628746033, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8803882599
validation[          , genome  6934] predictions:    9751/  10000 (97.51%), best:    9751/10000 (97.51%), error:       856.99396, best error:       856.99396 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 161.2852020264s, input_fired_time: 2.1361553669, output_fired_time: 2.0547816753, propagate_forward_time: 58.9832420349, propagate_backward_time: 94.0529327393, weight_update_time: 0.1648074836, other_time: 4.0580902100
epoch time: 12.8297586441s, input_fired_time: 0.2637145817, output_fired_time: 0.0000000000, propagate_forward_time: 11.8829851151, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6830587387
validation[          , genome  6934] predictions:    9757/  10000 (97.57%), best:    9757/10000 (97.57%), error:       809.40289, best error:       809.40289 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 150.3080291748s, input_fired_time: 2.1034734249, output_fired_time: 1.9116533995, propagate_forward_time: 56.0698699951, propagate_backward_time: 86.4112625122, weight_update_time: 0.1662364602, other_time: 3.8117752075
epoch time: 12.7382965088s, input_fired_time: 0.2668862343, output_fired_time: 0.0000000000, propagate_forward_time: 10.7727584839, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6986522675
validation[          , genome  6934] predictions:    9743/  10000 (97.43%), best:    9757/10000 (97.57%), error:       883.42584, best error:       809.40289 on epoch:    18, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 152.5607299805s, input_fired_time: 3.1044883728, output_fired_time: 1.9240317345, propagate_forward_time: 56.4893074036, propagate_backward_time: 87.1745529175, weight_update_time: 0.1934182048, other_time: 3.8683547974
epoch time: 11.3317394257s, input_fired_time: 0.2574875653, output_fired_time: 0.0000000000, propagate_forward_time: 10.4095106125, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6647415161
validation[          , genome  6934] predictions:    9747/  10000 (97.47%), best:    9757/10000 (97.57%), error:       861.73956, best error:       809.40289 on epoch:    18, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 151.7072601318s, input_fired_time: 2.0961563587, output_fired_time: 1.9262186289, propagate_forward_time: 57.2409706116, propagate_backward_time: 86.6166992188, weight_update_time: 0.1674024165, other_time: 3.8272094727
epoch time: 11.5685529709s, input_fired_time: 0.2598553598, output_fired_time: 0.0000000000, propagate_forward_time: 10.6318683624, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6768293381
validation[          , genome  6934] predictions:    9711/  10000 (97.11%), best:    9757/10000 (97.57%), error:       910.42035, best error:       809.40289 on epoch:    18, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 149.6080932617s, input_fired_time: 2.0874760151, output_fired_time: 1.9073524475, propagate_forward_time: 59.0589218140, propagate_backward_time: 82.3365020752, weight_update_time: 0.1657012552, other_time: 4.2178421021
epoch time: 11.2490816116s, input_fired_time: 0.2598206103, output_fired_time: 0.0000000000, propagate_forward_time: 10.3250627518, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6641979218
validation[          , genome  6934] predictions:    9703/  10000 (97.03%), best:    9757/10000 (97.57%), error:       885.20685, best error:       809.40289 on epoch:    18, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 150.5446929932s, input_fired_time: 2.0898156166, output_fired_time: 1.9139751196, propagate_forward_time: 56.2170219421, propagate_backward_time: 86.4888839722, weight_update_time: 0.1658092886, other_time: 3.8349990845
epoch time: 12.8083066940s, input_fired_time: 0.2665368319, output_fired_time: 0.0000000000, propagate_forward_time: 11.8218717575, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7198982239
validation[          , genome  6934] predictions:    9722/  10000 (97.22%), best:    9757/10000 (97.57%), error:       884.59717, best error:       809.40289 on epoch:    18, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 157.2395477295s, input_fired_time: 2.1865334511, output_fired_time: 2.9102540016, propagate_forward_time: 60.6216354370, propagate_backward_time: 87.5923614502, weight_update_time: 0.1745202839, other_time: 3.9287643433
epoch time: 11.2982501984s, input_fired_time: 0.2556866705, output_fired_time: 0.0000000000, propagate_forward_time: 10.3757963181, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6667671204
validation[          , genome  6934] predictions:    9742/  10000 (97.42%), best:    9757/10000 (97.57%), error:       834.82672, best error:       809.40289 on epoch:    18, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 154.6910400391s, input_fired_time: 2.1341009140, output_fired_time: 1.9952372313, propagate_forward_time: 56.3446960449, propagate_backward_time: 90.3395080566, weight_update_time: 0.1675578356, other_time: 3.8775024414
epoch time: 12.5347414017s, input_fired_time: 0.2664464712, output_fired_time: 0.0000000000, propagate_forward_time: 11.5697383881, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6985569000
validation[          , genome  6934] predictions:    9750/  10000 (97.50%), best:    9757/10000 (97.57%), error:       823.90576, best error:       809.40289 on epoch:    18, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 152.0222320557s, input_fired_time: 2.1059424877, output_fired_time: 1.9169477224, propagate_forward_time: 56.7618293762, propagate_backward_time: 86.3718185425, weight_update_time: 0.1656846851, other_time: 4.8656997681
epoch time: 12.7256259918s, input_fired_time: 0.2622973621, output_fired_time: 0.0000000000, propagate_forward_time: 11.7770299911, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6862983704
validation[          , genome  6934] predictions:    9723/  10000 (97.23%), best:    9757/10000 (97.57%), error:       878.29395, best error:       809.40289 on epoch:    18, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 151.1047210693s, input_fired_time: 3.1136114597, output_fired_time: 1.9097775221, propagate_forward_time: 59.4805145264, propagate_backward_time: 82.7896575928, weight_update_time: 0.1651935726, other_time: 3.8111572266
epoch time: 12.7457084656s, input_fired_time: 0.2693365812, output_fired_time: 0.0000000000, propagate_forward_time: 11.7759408951, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7004308701
validation[          , genome  6934] predictions:    9712/  10000 (97.12%), best:    9757/10000 (97.57%), error:       923.69073, best error:       809.40289 on epoch:    18, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 152.1098480225s, input_fired_time: 2.9334118366, output_fired_time: 1.9154484272, propagate_forward_time: 54.3600082397, propagate_backward_time: 89.0748214722, weight_update_time: 0.1671384722, other_time: 3.8261566162
epoch time: 11.4656038284s, input_fired_time: 0.2587063611, output_fired_time: 0.0000000000, propagate_forward_time: 10.5334701538, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6734275818
validation[          , genome  6934] predictions:    9760/  10000 (97.60%), best:    9757/10000 (97.57%), error:       818.09723, best error:       809.40289 on epoch:    18, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 162.2732543945s, input_fired_time: 3.2715764046, output_fired_time: 2.0256803036, propagate_forward_time: 58.9674148560, propagate_backward_time: 93.8918457031, weight_update_time: 0.1844442040, other_time: 4.1167373657
epoch time: 14.4895381927s, input_fired_time: 0.3068114221, output_fired_time: 0.0000000000, propagate_forward_time: 13.3908405304, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7918863297
validation[          , genome  6934] predictions:    9746/  10000 (97.46%), best:    9757/10000 (97.57%), error:       861.33667, best error:       809.40289 on epoch:    18, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 162.0132293701s, input_fired_time: 2.2462720871, output_fired_time: 2.0365982056, propagate_forward_time: 58.8463439941, propagate_backward_time: 94.7923202515, weight_update_time: 0.1749296486, other_time: 4.0916824341
epoch time: 12.6344633102s, input_fired_time: 0.2648345530, output_fired_time: 0.0000000000, propagate_forward_time: 11.6944580078, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6751708984
validation[          , genome  6934] predictions:    9739/  10000 (97.39%), best:    9757/10000 (97.57%), error:       826.43726, best error:       809.40289 on epoch:    18, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 161.2638854980s, input_fired_time: 2.2291915417, output_fired_time: 2.0738985538, propagate_forward_time: 61.3225479126, propagate_backward_time: 91.5499420166, weight_update_time: 0.1665506065, other_time: 4.0883102417
epoch time: 18.9913063049s, input_fired_time: 0.3848018944, output_fired_time: 0.0000000000, propagate_forward_time: 17.5410747528, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0654296875
validation[          , genome  6934] predictions:    9747/  10000 (97.47%), best:    9757/10000 (97.57%), error:       857.04150, best error:       809.40289 on epoch:    18, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 156.5750122070s, input_fired_time: 2.1879062653, output_fired_time: 1.9823356867, propagate_forward_time: 56.9444160461, propagate_backward_time: 91.5254974365, weight_update_time: 0.1727803051, other_time: 3.9348602295
epoch time: 11.4316654205s, input_fired_time: 0.2599375248, output_fired_time: 0.0000000000, propagate_forward_time: 10.4923648834, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6793632507
validation[          , genome  6934] predictions:    9760/  10000 (97.60%), best:    9760/10000 (97.60%), error:       778.57269, best error:       778.57269 on epoch:    32, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 151.8233032227s, input_fired_time: 2.1117320061, output_fired_time: 2.9182558060, propagate_forward_time: 55.2635040283, propagate_backward_time: 87.7068328857, weight_update_time: 0.1653851420, other_time: 3.8229827881
epoch time: 12.5123806000s, input_fired_time: 0.2642497122, output_fired_time: 0.0000000000, propagate_forward_time: 11.5605382919, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6875925064
validation[          , genome  6934] predictions:    9740/  10000 (97.40%), best:    9760/10000 (97.60%), error:       856.72589, best error:       778.57269 on epoch:    32, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 157.3787689209s, input_fired_time: 2.1650457382, output_fired_time: 2.0189833641, propagate_forward_time: 58.6321830750, propagate_backward_time: 90.5394439697, weight_update_time: 0.1727299690, other_time: 4.0231170654
epoch time: 15.2078390121s, input_fired_time: 0.3132254481, output_fired_time: 0.0000000000, propagate_forward_time: 14.0737571716, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8208560944
validation[          , genome  6934] predictions:    9776/  10000 (97.76%), best:    9776/10000 (97.76%), error:       759.26483, best error:       759.26483 on epoch:    34, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 161.3523101807s, input_fired_time: 2.2836663723, output_fired_time: 2.0441613197, propagate_forward_time: 60.6069946289, propagate_backward_time: 90.3040924072, weight_update_time: 0.1666884869, other_time: 6.1134033203
epoch time: 16.9907588959s, input_fired_time: 0.3540916443, output_fired_time: 0.0000000000, propagate_forward_time: 15.7417249680, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8949422836
validation[          , genome  6934] predictions:    9767/  10000 (97.67%), best:    9767/10000 (97.67%), error:       748.76483, best error:       748.76483 on epoch:    35, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 151.4686584473s, input_fired_time: 2.0999088287, output_fired_time: 1.9010105133, propagate_forward_time: 57.1133384705, propagate_backward_time: 86.5506744385, weight_update_time: 0.1656695753, other_time: 3.8037109375
epoch time: 11.5274620056s, input_fired_time: 0.2695877552, output_fired_time: 0.0000000000, propagate_forward_time: 10.5770244598, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6808500290
validation[          , genome  6934] predictions:    9723/  10000 (97.23%), best:    9767/10000 (97.67%), error:       884.61646, best error:       748.76483 on epoch:    35, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 151.2117309570s, input_fired_time: 3.1234207153, output_fired_time: 1.9143296480, propagate_forward_time: 54.4001121521, propagate_backward_time: 87.9363861084, weight_update_time: 0.1670627594, other_time: 3.8374786377
epoch time: 12.6377696991s, input_fired_time: 0.2629477382, output_fired_time: 0.0000000000, propagate_forward_time: 11.7052927017, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6695289612
validation[          , genome  6934] predictions:    9759/  10000 (97.59%), best:    9759/10000 (97.59%), error:       741.60895, best error:       741.60895 on epoch:    37, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 150.8410797119s, input_fired_time: 2.1068935394, output_fired_time: 1.9303252697, propagate_forward_time: 55.3030509949, propagate_backward_time: 87.6873092651, weight_update_time: 0.1692711413, other_time: 3.8134994507
epoch time: 22.9449882507s, input_fired_time: 0.4500587285, output_fired_time: 0.0000000000, propagate_forward_time: 21.2609024048, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2340278625
validation[          , genome  6934] predictions:    9739/  10000 (97.39%), best:    9759/10000 (97.59%), error:       806.02393, best error:       741.60895 on epoch:    37, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 168.5472564697s, input_fired_time: 2.2967693806, output_fired_time: 2.1439774036, propagate_forward_time: 62.1365051270, propagate_backward_time: 97.8647613525, weight_update_time: 0.1673726290, other_time: 4.1052398682
epoch time: 11.4184980392s, input_fired_time: 0.2625221014, output_fired_time: 0.0000000000, propagate_forward_time: 10.4811401367, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6748361588
validation[          , genome  6934] predictions:    9740/  10000 (97.40%), best:    9759/10000 (97.59%), error:       799.00470, best error:       741.60895 on epoch:    37, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 169.7663726807s, input_fired_time: 3.3211963177, output_fired_time: 2.1457469463, propagate_forward_time: 61.0723266602, propagate_backward_time: 97.9342956543, weight_update_time: 0.2127007842, other_time: 5.2928009033
epoch time: 11.5970182419s, input_fired_time: 0.2628109455, output_fired_time: 0.0000000000, propagate_forward_time: 10.6313447952, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7028627396
validation[          , genome  6934] predictions:    9782/  10000 (97.82%), best:    9782/10000 (97.82%), error:       710.89026, best error:       710.89026 on epoch:    40, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 156.0527496338s, input_fired_time: 2.1395893097, output_fired_time: 2.0047523975, propagate_forward_time: 56.8267250061, propagate_backward_time: 90.1511535645, weight_update_time: 0.1682806909, other_time: 4.9305419922
epoch time: 13.1045293808s, input_fired_time: 0.2757565677, output_fired_time: 0.0000000000, propagate_forward_time: 12.1189422607, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7098302841
validation[          , genome  6934] predictions:    9789/  10000 (97.89%), best:    9782/10000 (97.82%), error:       711.05646, best error:       710.89026 on epoch:    40, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 156.0488891602s, input_fired_time: 2.1665563583, output_fired_time: 1.9390802383, propagate_forward_time: 55.9876213074, propagate_backward_time: 92.1073532104, weight_update_time: 0.1668791771, other_time: 3.8482742310
epoch time: 11.6097574234s, input_fired_time: 0.2619441152, output_fired_time: 0.0000000000, propagate_forward_time: 10.6726131439, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6752004623
validation[          , genome  6934] predictions:    9769/  10000 (97.69%), best:    9782/10000 (97.82%), error:       752.44189, best error:       710.89026 on epoch:    40, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 154.4892883301s, input_fired_time: 2.1431519985, output_fired_time: 2.9471650124, propagate_forward_time: 56.3790893555, propagate_backward_time: 89.1198959351, weight_update_time: 0.1681330204, other_time: 3.8999862671
epoch time: 12.6330966949s, input_fired_time: 0.2655286193, output_fired_time: 0.0000000000, propagate_forward_time: 11.6741104126, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6934576035
validation[          , genome  6934] predictions:    9743/  10000 (97.43%), best:    9782/10000 (97.82%), error:       820.12347, best error:       710.89026 on epoch:    40, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 161.8456420898s, input_fired_time: 2.2681910992, output_fired_time: 2.0617113113, propagate_forward_time: 57.8725471497, propagate_backward_time: 95.5919799805, weight_update_time: 0.1656876206, other_time: 4.0512237549
epoch time: 11.9153003693s, input_fired_time: 0.2610658407, output_fired_time: 0.0000000000, propagate_forward_time: 10.9766635895, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6775712967
validation[          , genome  6934] predictions:    9749/  10000 (97.49%), best:    9782/10000 (97.82%), error:       834.12018, best error:       710.89026 on epoch:    40, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 155.7776794434s, input_fired_time: 2.1586732864, output_fired_time: 1.9599281549, propagate_forward_time: 57.0242347717, propagate_backward_time: 90.6843490601, weight_update_time: 0.1677024662, other_time: 3.9504928589
epoch time: 12.8185253143s, input_fired_time: 0.2650438547, output_fired_time: 0.0000000000, propagate_forward_time: 11.8077840805, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7456970215
validation[          , genome  6934] predictions:    9760/  10000 (97.60%), best:    9782/10000 (97.82%), error:       808.56256, best error:       710.89026 on epoch:    40, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 151.1243591309s, input_fired_time: 2.1130621433, output_fired_time: 1.9236404896, propagate_forward_time: 54.5690917969, propagate_backward_time: 88.6175994873, weight_update_time: 0.1664373726, other_time: 3.9009552002
epoch time: 12.6899814606s, input_fired_time: 0.2696190476, output_fired_time: 0.0000000000, propagate_forward_time: 11.7258720398, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6944904327
validation[          , genome  6934] predictions:    9699/  10000 (96.99%), best:    9782/10000 (97.82%), error:       984.45251, best error:       710.89026 on epoch:    40, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 151.8525848389s, input_fired_time: 2.1283535957, output_fired_time: 2.9167454243, propagate_forward_time: 54.2922782898, propagate_backward_time: 88.6141738892, weight_update_time: 0.1665941924, other_time: 3.9010238647
epoch time: 11.2186326981s, input_fired_time: 0.2554150522, output_fired_time: 0.0000000000, propagate_forward_time: 10.2530488968, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7101688385
validation[          , genome  6934] predictions:    9727/  10000 (97.27%), best:    9782/10000 (97.82%), error:       907.85272, best error:       710.89026 on epoch:    40, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 153.9420318604s, input_fired_time: 2.1676330566, output_fired_time: 1.9648792744, propagate_forward_time: 54.0687255859, propagate_backward_time: 91.6798629761, weight_update_time: 0.1731705815, other_time: 4.0609359741
epoch time: 13.7848548889s, input_fired_time: 0.2877178788, output_fired_time: 0.0000000000, propagate_forward_time: 12.6681003571, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8290367126
validation[          , genome  6934] predictions:    9707/  10000 (97.07%), best:    9782/10000 (97.82%), error:       933.19678, best error:       710.89026 on epoch:    40, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 151.6166229248s, input_fired_time: 2.1605002880, output_fired_time: 1.9521915913, propagate_forward_time: 57.2432975769, propagate_backward_time: 86.1980285645, weight_update_time: 0.1744783670, other_time: 4.0625915527
epoch time: 13.4075498581s, input_fired_time: 0.2858633995, output_fired_time: 0.0000000000, propagate_forward_time: 12.3560180664, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7656688690
validation[          , genome  6934] predictions:    9764/  10000 (97.64%), best:    9782/10000 (97.82%), error:       783.58075, best error:       710.89026 on epoch:    40, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 150.0959625244s, input_fired_time: 2.1104798317, output_fired_time: 1.9069840908, propagate_forward_time: 53.9376831055, propagate_backward_time: 88.1871566772, weight_update_time: 0.1664206684, other_time: 3.9536666870
epoch time: 12.6443586349s, input_fired_time: 0.2736277580, output_fired_time: 0.0000000000, propagate_forward_time: 11.6520061493, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7187252045
validation[          , genome  6934] predictions:    9725/  10000 (97.25%), best:    9782/10000 (97.82%), error:       944.45056, best error:       710.89026 on epoch:    40, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 151.4896697998s, input_fired_time: 2.1164367199, output_fired_time: 1.9130860567, propagate_forward_time: 56.0704574585, propagate_backward_time: 86.4373779297, weight_update_time: 0.1682054549, other_time: 4.9523086548
epoch time: 11.3252868652s, input_fired_time: 0.2614929676, output_fired_time: 0.0000000000, propagate_forward_time: 10.3896703720, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6741237640
validation[          , genome  6934] predictions:    9784/  10000 (97.84%), best:    9782/10000 (97.82%), error:       732.58307, best error:       710.89026 on epoch:    40, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 152.1941680908s, input_fired_time: 2.1355230808, output_fired_time: 1.9180288315, propagate_forward_time: 56.5111007690, propagate_backward_time: 87.6614379883, weight_update_time: 0.1676004529, other_time: 3.9680709839
epoch time: 11.4421215057s, input_fired_time: 0.2638967633, output_fired_time: 0.0000000000, propagate_forward_time: 10.4988107681, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6794137955
validation[          , genome  6934] predictions:    9737/  10000 (97.37%), best:    9782/10000 (97.82%), error:       807.20905, best error:       710.89026 on epoch:    40, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 151.8672332764s, input_fired_time: 2.1330776215, output_fired_time: 2.9303138256, propagate_forward_time: 55.1747817993, propagate_backward_time: 87.7030334473, weight_update_time: 0.1672284901, other_time: 3.9260330200
epoch time: 12.7435150146s, input_fired_time: 0.2672840655, output_fired_time: 0.0000000000, propagate_forward_time: 11.7410640717, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7351665497
validation[          , genome  6934] predictions:    9771/  10000 (97.71%), best:    9782/10000 (97.82%), error:       759.01227, best error:       710.89026 on epoch:    40, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 152.4959259033s, input_fired_time: 2.1483280659, output_fired_time: 2.9796221256, propagate_forward_time: 59.0725975037, propagate_backward_time: 84.3060836792, weight_update_time: 0.1749079973, other_time: 3.9892807007
epoch time: 12.7981319427s, input_fired_time: 0.2696195245, output_fired_time: 0.0000000000, propagate_forward_time: 11.8215541840, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7069578171
validation[          , genome  6934] predictions:    9780/  10000 (97.80%), best:    9782/10000 (97.82%), error:       743.78247, best error:       710.89026 on epoch:    40, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 152.0638732910s, input_fired_time: 2.1545557976, output_fired_time: 1.9450473785, propagate_forward_time: 59.3771514893, propagate_backward_time: 84.5132522583, weight_update_time: 0.1687367409, other_time: 4.0738601685
epoch time: 13.4733629227s, input_fired_time: 0.2969836593, output_fired_time: 0.0000000000, propagate_forward_time: 12.4235744476, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7528047562
validation[          , genome  6934] predictions:    9758/  10000 (97.58%), best:    9782/10000 (97.82%), error:       793.55304, best error:       710.89026 on epoch:    40, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 154.1295623779s, input_fired_time: 2.1892347336, output_fired_time: 1.9249242544, propagate_forward_time: 57.1973686218, propagate_backward_time: 88.7178726196, weight_update_time: 0.1694369316, other_time: 4.1001510620
epoch time: 12.6272315979s, input_fired_time: 0.2707224488, output_fired_time: 0.0000000000, propagate_forward_time: 11.6276016235, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7289075851
validation[          , genome  6934] predictions:    9697/  10000 (96.97%), best:    9782/10000 (97.82%), error:       962.12372, best error:       710.89026 on epoch:    40, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 158.2486877441s, input_fired_time: 3.2607564926, output_fired_time: 2.0216977596, propagate_forward_time: 57.4484062195, propagate_backward_time: 89.1501083374, weight_update_time: 0.1896109581, other_time: 6.3677139282
epoch time: 11.2676353455s, input_fired_time: 0.2736052275, output_fired_time: 0.0000000000, propagate_forward_time: 10.2955303192, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6984996796
validation[          , genome  6934] predictions:    9748/  10000 (97.48%), best:    9782/10000 (97.82%), error:       813.59930, best error:       710.89026 on epoch:    40, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 150.6542663574s, input_fired_time: 3.0432207584, output_fired_time: 1.9182897806, propagate_forward_time: 54.9262390137, propagate_backward_time: 86.7821731567, weight_update_time: 0.1691315174, other_time: 3.9843368530
epoch time: 11.4628849030s, input_fired_time: 0.2673212290, output_fired_time: 0.0000000000, propagate_forward_time: 10.4384336472, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7571296692
validation[          , genome  6934] predictions:    9802/  10000 (98.02%), best:    9802/10000 (98.02%), error:       706.81219, best error:       706.81219 on epoch:    58, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 150.9477844238s, input_fired_time: 2.1742463112, output_fired_time: 1.9198263884, propagate_forward_time: 55.0238494873, propagate_backward_time: 87.7316741943, weight_update_time: 0.1694418639, other_time: 4.0981903076
epoch time: 11.3297519684s, input_fired_time: 0.2595234811, output_fired_time: 0.0000000000, propagate_forward_time: 10.2890577316, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7811708450
validation[          , genome  6934] predictions:    9757/  10000 (97.57%), best:    9802/10000 (98.02%), error:       765.25031, best error:       706.81219 on epoch:    58, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 150.4399414063s, input_fired_time: 2.1328501701, output_fired_time: 2.9198930264, propagate_forward_time: 56.6692657471, propagate_backward_time: 83.7248687744, weight_update_time: 0.1681526303, other_time: 4.9930725098
epoch time: 12.8146963120s, input_fired_time: 0.2775099576, output_fired_time: 0.0000000000, propagate_forward_time: 11.7182674408, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8189191818
validation[          , genome  6934] predictions:    9673/  10000 (96.73%), best:    9802/10000 (98.02%), error:      1113.53149, best error:       706.81219 on epoch:    58, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 149.4656524658s, input_fired_time: 2.1403803825, output_fired_time: 1.9082460403, propagate_forward_time: 53.7045097351, propagate_backward_time: 87.7155303955, weight_update_time: 0.1673042625, other_time: 3.9969787598
epoch time: 12.8275632858s, input_fired_time: 0.2703525424, output_fired_time: 0.0000000000, propagate_forward_time: 11.8222913742, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7349195480
validation[          , genome  6934] predictions:    9720/  10000 (97.20%), best:    9802/10000 (98.02%), error:       873.08429, best error:       706.81219 on epoch:    58, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 150.9258880615s, input_fired_time: 3.1580395699, output_fired_time: 1.9208196402, propagate_forward_time: 53.2630233765, propagate_backward_time: 88.5401687622, weight_update_time: 0.1689175963, other_time: 4.0438385010
epoch time: 13.1022033691s, input_fired_time: 0.2766240537, output_fired_time: 0.0000000000, propagate_forward_time: 12.1063032150, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7192764282
validation[          , genome  6934] predictions:    9766/  10000 (97.66%), best:    9802/10000 (98.02%), error:       768.30078, best error:       706.81219 on epoch:    58, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 149.3595581055s, input_fired_time: 2.1408491135, output_fired_time: 1.9198900461, propagate_forward_time: 53.7225914001, propagate_backward_time: 87.4990921021, weight_update_time: 0.1680705547, other_time: 4.0771255493
epoch time: 12.7322053909s, input_fired_time: 1.2796202898, output_fired_time: 0.0000000000, propagate_forward_time: 10.6961755753, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7564096451
validation[          , genome  6934] predictions:    9710/  10000 (97.10%), best:    9802/10000 (98.02%), error:       889.65326, best error:       706.81219 on epoch:    58, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 154.1607971191s, input_fired_time: 2.1780116558, output_fired_time: 1.9445788860, propagate_forward_time: 56.0712127686, propagate_backward_time: 89.8804473877, weight_update_time: 0.1745693386, other_time: 4.0865478516
epoch time: 11.4462785721s, input_fired_time: 0.2614519000, output_fired_time: 0.0000000000, propagate_forward_time: 10.4927997589, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6920270920
validation[          , genome  6934] predictions:    9768/  10000 (97.68%), best:    9802/10000 (98.02%), error:       772.09570, best error:       706.81219 on epoch:    58, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 156.7056732178s, input_fired_time: 2.2238588333, output_fired_time: 1.9991675615, propagate_forward_time: 59.1739807129, propagate_backward_time: 89.1019134521, weight_update_time: 0.1763722152, other_time: 4.2067565918
epoch time: 13.1527433395s, input_fired_time: 0.2842534781, output_fired_time: 0.0000000000, propagate_forward_time: 11.0827636719, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7857265472
validation[          , genome  6934] predictions:    9751/  10000 (97.51%), best:    9802/10000 (98.02%), error:       794.51984, best error:       706.81219 on epoch:    58, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 156.0007019043s, input_fired_time: 2.2469737530, output_fired_time: 2.9737477303, propagate_forward_time: 57.8152198792, propagate_backward_time: 88.8511886597, weight_update_time: 0.1697892845, other_time: 4.1135635376
epoch time: 11.4080629349s, input_fired_time: 0.2672381699, output_fired_time: 0.0000000000, propagate_forward_time: 10.4262485504, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7145757675
validation[          , genome  6934] predictions:    9580/  10000 (95.80%), best:    9802/10000 (98.02%), error:      1439.50085, best error:       706.81219 on epoch:    58, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 153.6836547852s, input_fired_time: 2.1614584923, output_fired_time: 2.9903590679, propagate_forward_time: 58.9278182983, propagate_backward_time: 85.5240402222, weight_update_time: 0.1734956950, other_time: 4.0799865723
epoch time: 12.6274700165s, input_fired_time: 0.2686499953, output_fired_time: 0.0000000000, propagate_forward_time: 11.5710191727, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7878007889
validation[          , genome  6934] predictions:    9789/  10000 (97.89%), best:    9789/10000 (97.89%), error:       690.74316, best error:       690.74316 on epoch:    67, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 149.5667572021s, input_fired_time: 2.1418702602, output_fired_time: 1.9154698849, propagate_forward_time: 54.7053222656, propagate_backward_time: 86.6518249512, weight_update_time: 0.1743378043, other_time: 4.1522674561
epoch time: 12.6754083633s, input_fired_time: 0.2679506242, output_fired_time: 0.0000000000, propagate_forward_time: 10.6735630035, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7338943481
validation[          , genome  6934] predictions:    9740/  10000 (97.40%), best:    9789/10000 (97.89%), error:       852.15820, best error:       690.74316 on epoch:    67, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 151.7829895020s, input_fired_time: 2.1680901051, output_fired_time: 1.9333477020, propagate_forward_time: 56.7014389038, propagate_backward_time: 86.8524093628, weight_update_time: 0.1735982150, other_time: 4.1277008057
epoch time: 13.3440284729s, input_fired_time: 0.2740778923, output_fired_time: 0.0000000000, propagate_forward_time: 12.2839412689, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7860088348
validation[          , genome  6934] predictions:    9779/  10000 (97.79%), best:    9789/10000 (97.89%), error:       713.13806, best error:       690.74316 on epoch:    67, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 148.5536041260s, input_fired_time: 2.1546685696, output_fired_time: 1.9166173935, propagate_forward_time: 53.7761230469, propagate_backward_time: 86.5613937378, weight_update_time: 0.1699457169, other_time: 4.1448135376
epoch time: 12.5876121521s, input_fired_time: 0.2730682790, output_fired_time: 0.0000000000, propagate_forward_time: 11.5815248489, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7330188751
validation[          , genome  6934] predictions:    9790/  10000 (97.90%), best:    9789/10000 (97.89%), error:       712.41705, best error:       690.74316 on epoch:    67, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 149.9997253418s, input_fired_time: 3.1580946445, output_fired_time: 1.9307044744, propagate_forward_time: 55.3403587341, propagate_backward_time: 84.5835418701, weight_update_time: 0.1691823155, other_time: 4.9870147705
epoch time: 11.5045928955s, input_fired_time: 0.2654206753, output_fired_time: 0.0000000000, propagate_forward_time: 10.5043344498, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7348375320
validation[          , genome  6934] predictions:    9741/  10000 (97.41%), best:    9789/10000 (97.89%), error:       791.68555, best error:       690.74316 on epoch:    67, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 151.1608123779s, input_fired_time: 2.1613285542, output_fired_time: 1.9266067743, propagate_forward_time: 56.8863716125, propagate_backward_time: 86.0793533325, weight_update_time: 0.1686183810, other_time: 4.1071548462
epoch time: 11.4708385468s, input_fired_time: 0.2658023238, output_fired_time: 0.0000000000, propagate_forward_time: 10.4611053467, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7439308167
validation[          , genome  6934] predictions:    9697/  10000 (96.97%), best:    9789/10000 (97.89%), error:       928.82373, best error:       690.74316 on epoch:    67, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 151.5014190674s, input_fired_time: 2.1546645164, output_fired_time: 1.9208616018, propagate_forward_time: 58.0294342041, propagate_backward_time: 85.2664260864, weight_update_time: 0.2180632055, other_time: 4.1300277710
epoch time: 12.3739280701s, input_fired_time: 0.2607912123, output_fired_time: 0.0000000000, propagate_forward_time: 11.4018487930, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7112884521
validation[          , genome  6934] predictions:    9753/  10000 (97.53%), best:    9789/10000 (97.89%), error:       848.26147, best error:       690.74316 on epoch:    67, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 159.6003112793s, input_fired_time: 2.1313943863, output_fired_time: 1.9087476730, propagate_forward_time: 66.7378616333, propagate_backward_time: 84.8097991943, weight_update_time: 0.1677675396, other_time: 4.0125045776
epoch time: 12.7552194595s, input_fired_time: 1.2816672325, output_fired_time: 0.0000000000, propagate_forward_time: 10.7575359344, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7160167694
validation[          , genome  6934] predictions:    9762/  10000 (97.62%), best:    9789/10000 (97.89%), error:       758.43140, best error:       690.74316 on epoch:    67, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 149.7500610352s, input_fired_time: 2.1299018860, output_fired_time: 1.9163023233, propagate_forward_time: 54.8041229248, propagate_backward_time: 86.9315185547, weight_update_time: 0.1675363779, other_time: 3.9682159424
epoch time: 12.5403938293s, input_fired_time: 0.2662763596, output_fired_time: 0.0000000000, propagate_forward_time: 11.5776014328, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6965160370
validation[          , genome  6934] predictions:    9800/  10000 (98.00%), best:    9789/10000 (97.89%), error:       723.33746, best error:       690.74316 on epoch:    67, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 150.0029144287s, input_fired_time: 2.1467595100, output_fired_time: 1.9143000841, propagate_forward_time: 54.8715782166, propagate_backward_time: 87.0462341309, weight_update_time: 0.1688666046, other_time: 4.0240325928
epoch time: 12.7877683640s, input_fired_time: 0.2743564248, output_fired_time: 0.0000000000, propagate_forward_time: 11.7756862640, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7377252579
validation[          , genome  6934] predictions:    9785/  10000 (97.85%), best:    9789/10000 (97.89%), error:       728.53064, best error:       690.74316 on epoch:    67, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 151.1985168457s, input_fired_time: 2.1412711143, output_fired_time: 1.9135752916, propagate_forward_time: 54.9758834839, propagate_backward_time: 88.1756820679, weight_update_time: 0.1684141010, other_time: 3.9921112061
epoch time: 11.4178371429s, input_fired_time: 0.2682857811, output_fired_time: 0.0000000000, propagate_forward_time: 10.4085569382, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7409944534
validation[          , genome  6934] predictions:    9782/  10000 (97.82%), best:    9789/10000 (97.89%), error:       733.42999, best error:       690.74316 on epoch:    67, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 161.9130706787s, input_fired_time: 2.2285447121, output_fired_time: 2.0626795292, propagate_forward_time: 60.8017845154, propagate_backward_time: 92.6682357788, weight_update_time: 0.1690103561, other_time: 4.1518173218
epoch time: 12.6845874786s, input_fired_time: 0.2703383565, output_fired_time: 0.0000000000, propagate_forward_time: 11.6986932755, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7155561447
validation[          , genome  6934] predictions:    9710/  10000 (97.10%), best:    9789/10000 (97.89%), error:       913.49902, best error:       690.74316 on epoch:    67, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 158.3624420166s, input_fired_time: 2.2787957191, output_fired_time: 2.0342395306, propagate_forward_time: 59.4385871887, propagate_backward_time: 90.6237564087, weight_update_time: 0.1770781726, other_time: 3.9870681763
epoch time: 11.3236560822s, input_fired_time: 0.2654382288, output_fired_time: 0.0000000000, propagate_forward_time: 10.3807115555, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6775064468
validation[          , genome  6934] predictions:    9751/  10000 (97.51%), best:    9789/10000 (97.89%), error:       847.04932, best error:       690.74316 on epoch:    67, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 151.4793243408s, input_fired_time: 2.1394107342, output_fired_time: 1.9132252932, propagate_forward_time: 54.0837211609, propagate_backward_time: 88.4388504028, weight_update_time: 0.1675393879, other_time: 4.9041213989
epoch time: 12.6059646606s, input_fired_time: 0.2726225853, output_fired_time: 0.0000000000, propagate_forward_time: 11.6364707947, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6968708038
validation[          , genome  6934] predictions:    9774/  10000 (97.74%), best:    9789/10000 (97.89%), error:       746.51892, best error:       690.74316 on epoch:    67, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 154.7163543701s, input_fired_time: 2.1617279053, output_fired_time: 1.9714229107, propagate_forward_time: 57.6375350952, propagate_backward_time: 88.9483795166, weight_update_time: 0.1685001105, other_time: 3.9972915649
epoch time: 12.6090593338s, input_fired_time: 0.2717095912, output_fired_time: 0.0000000000, propagate_forward_time: 11.6476984024, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6896514893
validation[          , genome  6934] predictions:    9767/  10000 (97.67%), best:    9789/10000 (97.89%), error:       781.38440, best error:       690.74316 on epoch:    67, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 151.1040496826s, input_fired_time: 3.1528234482, output_fired_time: 1.9150067568, propagate_forward_time: 53.9742469788, propagate_backward_time: 88.1749343872, weight_update_time: 0.1670232266, other_time: 3.8870468140
epoch time: 11.1587553024s, input_fired_time: 0.2614182234, output_fired_time: 0.0000000000, propagate_forward_time: 10.2335996628, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6637372971
validation[          , genome  6934] predictions:    9744/  10000 (97.44%), best:    9789/10000 (97.89%), error:       828.13458, best error:       690.74316 on epoch:    67, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 151.1674652100s, input_fired_time: 2.1383335590, output_fired_time: 1.9155232906, propagate_forward_time: 54.8922195435, propagate_backward_time: 88.3218688965, weight_update_time: 0.1671405435, other_time: 3.8995132446
epoch time: 11.3114271164s, input_fired_time: 0.2649157941, output_fired_time: 0.0000000000, propagate_forward_time: 10.3779115677, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6686000824
validation[          , genome  6934] predictions:    9795/  10000 (97.95%), best:    9789/10000 (97.89%), error:       693.78137, best error:       690.74316 on epoch:    67, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 156.3930053711s, input_fired_time: 2.1901645660, output_fired_time: 1.9815936089, propagate_forward_time: 55.6217308044, propagate_backward_time: 91.5224685669, weight_update_time: 0.1769462228, other_time: 5.0770339966
epoch time: 12.6411504745s, input_fired_time: 0.2722418308, output_fired_time: 0.0000000000, propagate_forward_time: 11.6858081818, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6831007004
validation[          , genome  6934] predictions:    9779/  10000 (97.79%), best:    9789/10000 (97.89%), error:       713.02899, best error:       690.74316 on epoch:    67, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 150.6733245850s, input_fired_time: 2.1346719265, output_fired_time: 2.9223535061, propagate_forward_time: 54.2677993774, propagate_backward_time: 87.5122985840, weight_update_time: 0.1657183766, other_time: 3.8362045288
epoch time: 12.8261699677s, input_fired_time: 0.2801413238, output_fired_time: 0.0000000000, propagate_forward_time: 11.8479623795, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6980667114
validation[          , genome  6934] predictions:    9794/  10000 (97.94%), best:    9789/10000 (97.89%), error:       699.25568, best error:       690.74316 on epoch:    67, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 152.1065979004s, input_fired_time: 2.1465053558, output_fired_time: 1.9126292467, propagate_forward_time: 56.3878097534, propagate_backward_time: 87.8160934448, weight_update_time: 0.1671684533, other_time: 3.8435668945
epoch time: 11.4917001724s, input_fired_time: 0.2697377503, output_fired_time: 0.0000000000, propagate_forward_time: 10.5420637131, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6798982620
validation[          , genome  6934] predictions:    9756/  10000 (97.56%), best:    9789/10000 (97.89%), error:       828.51062, best error:       690.74316 on epoch:    67, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 178.3888549805s, input_fired_time: 2.5205061436, output_fired_time: 2.1456279755, propagate_forward_time: 64.9311065674, propagate_backward_time: 104.3046417236, weight_update_time: 0.2095822692, other_time: 4.4869689941
epoch time: 12.6056365967s, input_fired_time: 0.2716207206, output_fired_time: 0.0000000000, propagate_forward_time: 11.6535587311, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6804571152
validation[          , genome  6934] predictions:    9775/  10000 (97.75%), best:    9789/10000 (97.89%), error:       769.66138, best error:       690.74316 on epoch:    67, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 150.4817047119s, input_fired_time: 2.1417126656, output_fired_time: 1.9110788107, propagate_forward_time: 53.1775131226, propagate_backward_time: 89.4385833740, weight_update_time: 0.1662833393, other_time: 3.8128280640
epoch time: 12.5350437164s, input_fired_time: 0.2675396204, output_fired_time: 0.0000000000, propagate_forward_time: 11.5983552933, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6691484451
validation[          , genome  6934] predictions:    9799/  10000 (97.99%), best:    9789/10000 (97.89%), error:       705.91077, best error:       690.74316 on epoch:    67, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 159.1318206787s, input_fired_time: 2.2365367413, output_fired_time: 1.9766802788, propagate_forward_time: 59.5844993591, propagate_backward_time: 91.3694305420, weight_update_time: 0.1759254336, other_time: 3.9646606445
epoch time: 12.6369733810s, input_fired_time: 0.2694875300, output_fired_time: 0.0000000000, propagate_forward_time: 11.6934175491, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6740684509
validation[          , genome  6934] predictions:    9751/  10000 (97.51%), best:    9789/10000 (97.89%), error:       798.93555, best error:       690.74316 on epoch:    67, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 160.9877624512s, input_fired_time: 2.2411673069, output_fired_time: 2.0580866337, propagate_forward_time: 61.2328491211, propagate_backward_time: 91.4058837891, weight_update_time: 0.1806638390, other_time: 4.0497741699
epoch time: 11.3532752991s, input_fired_time: 0.2656126618, output_fired_time: 0.0000000000, propagate_forward_time: 10.4251813889, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6624813080
validation[          , genome  6934] predictions:    9767/  10000 (97.67%), best:    9789/10000 (97.89%), error:       754.08405, best error:       690.74316 on epoch:    67, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 159.4866027832s, input_fired_time: 2.5132167339, output_fired_time: 2.0291671753, propagate_forward_time: 59.9633979797, propagate_backward_time: 90.9580535889, weight_update_time: 0.1682714522, other_time: 4.0227661133
epoch time: 14.3565492630s, input_fired_time: 0.2905737758, output_fired_time: 0.0000000000, propagate_forward_time: 12.2955808640, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7703943253
validation[          , genome  6934] predictions:    9764/  10000 (97.64%), best:    9789/10000 (97.89%), error:       794.12695, best error:       690.74316 on epoch:    67, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 159.7909851074s, input_fired_time: 2.2413051128, output_fired_time: 2.0386443138, propagate_forward_time: 58.3521957397, propagate_backward_time: 92.1415405273, weight_update_time: 0.1723641902, other_time: 5.0172958374
epoch time: 12.6439151764s, input_fired_time: 0.2740813196, output_fired_time: 0.0000000000, propagate_forward_time: 11.6828451157, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6869888306
validation[          , genome  6934] predictions:    9769/  10000 (97.69%), best:    9789/10000 (97.89%), error:       774.06982, best error:       690.74316 on epoch:    67, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 154.2823181152s, input_fired_time: 2.2127850056, output_fired_time: 1.9948979616, propagate_forward_time: 57.5858688354, propagate_backward_time: 88.6005020142, weight_update_time: 0.1687683314, other_time: 3.8882598877
epoch time: 12.7825689316s, input_fired_time: 0.2750508785, output_fired_time: 0.0000000000, propagate_forward_time: 11.8181447983, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6893730164
validation[          , genome  6934] predictions:    9792/  10000 (97.92%), best:    9789/10000 (97.89%), error:       705.17114, best error:       690.74316 on epoch:    67, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 153.2476501465s, input_fired_time: 3.1318197250, output_fired_time: 1.9267309904, propagate_forward_time: 57.8038101196, propagate_backward_time: 85.4208984375, weight_update_time: 0.1667662263, other_time: 4.9643936157
epoch time: 11.3671760559s, input_fired_time: 0.2678192258, output_fired_time: 0.0000000000, propagate_forward_time: 10.4352397919, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6641168594
validation[          , genome  6934] predictions:    9746/  10000 (97.46%), best:    9789/10000 (97.89%), error:       796.29138, best error:       690.74316 on epoch:    67, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 154.6771697998s, input_fired_time: 2.1630761623, output_fired_time: 1.9445815086, propagate_forward_time: 58.4062690735, propagate_backward_time: 88.2995986938, weight_update_time: 0.1672759801, other_time: 3.8636550903
epoch time: 12.5419225693s, input_fired_time: 0.2703271210, output_fired_time: 0.0000000000, propagate_forward_time: 11.5727090836, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6988859177
validation[          , genome  6934] predictions:    9780/  10000 (97.80%), best:    9789/10000 (97.89%), error:       697.11499, best error:       690.74316 on epoch:    67, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 150.5346679688s, input_fired_time: 2.1430518627, output_fired_time: 1.8988693953, propagate_forward_time: 55.3115043640, propagate_backward_time: 87.3663253784, weight_update_time: 0.1660879105, other_time: 3.8149185181
epoch time: 12.6198234558s, input_fired_time: 0.2708871663, output_fired_time: 0.0000000000, propagate_forward_time: 11.6736307144, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6753053665
validation[          , genome  6934] predictions:    9772/  10000 (97.72%), best:    9789/10000 (97.89%), error:       754.28705, best error:       690.74316 on epoch:    67, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 150.6170501709s, input_fired_time: 2.1493165493, output_fired_time: 1.9102834463, propagate_forward_time: 57.2052192688, propagate_backward_time: 85.5207672119, weight_update_time: 0.1667300016, other_time: 3.8314666748
epoch time: 12.5113277435s, input_fired_time: 1.1777656078, output_fired_time: 0.0000000000, propagate_forward_time: 10.6556396484, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6779222488
validation[          , genome  6934] predictions:    9780/  10000 (97.80%), best:    9780/10000 (97.80%), error:       688.10437, best error:       688.10437 on epoch:    97, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 150.2185668945s, input_fired_time: 2.1321644783, output_fired_time: 1.8932143450, propagate_forward_time: 55.0558357239, propagate_backward_time: 87.3266296387, weight_update_time: 0.1659969985, other_time: 3.8107147217
epoch time: 12.5410861969s, input_fired_time: 0.2743021846, output_fired_time: 0.0000000000, propagate_forward_time: 11.5896129608, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6771707535
validation[          , genome  6934] predictions:    9773/  10000 (97.73%), best:    9780/10000 (97.80%), error:       750.59973, best error:       688.10437 on epoch:    97, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 151.8376617432s, input_fired_time: 2.1542484760, output_fired_time: 1.9227207899, propagate_forward_time: 58.3134765625, propagate_backward_time: 85.5990753174, weight_update_time: 0.1662393957, other_time: 3.8481445313
epoch time: 11.5262527466s, input_fired_time: 0.2715910077, output_fired_time: 0.0000000000, propagate_forward_time: 10.5764532089, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6782083511
validation[          , genome  6934] predictions:    9767/  10000 (97.67%), best:    9780/10000 (97.80%), error:       769.71765, best error:       688.10437 on epoch:    97, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 155.6118316650s, input_fired_time: 2.1575961113, output_fired_time: 1.9649283886, propagate_forward_time: 56.8402214050, propagate_backward_time: 89.7312850952, weight_update_time: 0.1668125987, other_time: 4.9177932739
epoch time: 12.8313732147s, input_fired_time: 0.2692457139, output_fired_time: 0.0000000000, propagate_forward_time: 10.8723487854, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6897783279
validation[          , genome  6934] predictions:    9770/  10000 (97.70%), best:    9780/10000 (97.80%), error:       768.62750, best error:       688.10437 on epoch:    97, 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: 70.9041976929s, input_fired_time: 1.5863305330, output_fired_time: 0.0000000000, propagate_forward_time: 65.1774597168, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.1404037476
best training[          , genome  6934] predictions:   49713/  50000 (99.43%), best:    9780/10000 (97.80%), error:      1225.54358, best error:       688.10437 on epoch:    97, 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: 14.8758230209s, input_fired_time: 0.3207515180, output_fired_time: 0.0000000000, propagate_forward_time: 13.7455339432, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8095378876
   testing[          , genome  6934] predictions:    9807/  10000 (98.07%), best:    9780/10000 (97.80%), error:       640.88922, best error:       688.10437 on epoch:    97, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
07:17:41 (4880): called boinc_finish(0)

</stderr_txt>
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