Nameexact_genome_1512568488_45_5783_1
Workunit2600110
Created7 Dec 2017, 16:22:38 UTC
Sent7 Dec 2017, 16:24:30 UTC
Report deadline14 Dec 2017, 1:43:47 UTC
Received7 Dec 2017, 23:54:49 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID67174
Run time1 hours 49 min 45 sec
CPU time1 hours 49 min 43 sec
Validate stateValid
Credit1,597.10
Device peak FLOPS4.03 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size151.68 MB
Peak swap size153.32 MB
Peak disk usage1.25 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
3, epoch:   13/100, mu: 0.7384625077, learning_rate: 0.0064167744, weight_decay: 0.0002566710

epoch time: 58.8887329102s, input_fired_time: 0.6804895401, output_fired_time: 0.4159102440, propagate_forward_time: 22.5430927277, propagate_backward_time: 33.6565856934, weight_update_time: 0.0711904839, other_time: 1.5926589966
epoch time: 4.9284658432s, input_fired_time: 0.0703528672, output_fired_time: 0.0000000000, propagate_forward_time: 4.5868697166, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2712430954
validation[          , genome  5783] predictions:    9652/  10000 (96.52%), best:    9652/10000 (96.52%), error:      1176.78296, best error:      1176.78296 on epoch:    14, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 59.5605659485s, input_fired_time: 0.6779031157, output_fired_time: 0.4235173464, propagate_forward_time: 22.7927761078, propagate_backward_time: 34.0821151733, weight_update_time: 0.0711232349, other_time: 1.5842514038
epoch time: 4.9113116264s, input_fired_time: 0.0699057207, output_fired_time: 0.0000000000, propagate_forward_time: 4.5669474602, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2744584084
validation[          , genome  5783] predictions:    9565/  10000 (95.65%), best:    9652/10000 (96.52%), error:      1443.70239, best error:      1176.78296 on epoch:    14, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 58.7342834473s, input_fired_time: 0.6682843566, output_fired_time: 0.4209960401, propagate_forward_time: 22.5153331757, propagate_backward_time: 33.5959129333, weight_update_time: 0.0672029182, other_time: 1.5337562561
epoch time: 5.3533782959s, input_fired_time: 0.0758291632, output_fired_time: 0.0000000000, propagate_forward_time: 4.9766941071, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3008551598
validation[          , genome  5783] predictions:    9635/  10000 (96.35%), best:    9635/10000 (96.35%), error:      1159.65857, best error:      1159.65857 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 58.3339004517s, input_fired_time: 0.6831668615, output_fired_time: 0.4094647765, propagate_forward_time: 22.3055019379, propagate_backward_time: 33.3203201294, weight_update_time: 0.0713295713, other_time: 1.6154479980
epoch time: 4.7483630180s, input_fired_time: 0.0709980652, output_fired_time: 0.0000000000, propagate_forward_time: 4.4051938057, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2721710205
validation[          , genome  5783] predictions:    9630/  10000 (96.30%), best:    9635/10000 (96.35%), error:      1272.60999, best error:      1159.65857 on epoch:    16, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 57.6820297241s, input_fired_time: 0.6791380644, output_fired_time: 0.4052946866, propagate_forward_time: 22.0569572449, propagate_backward_time: 32.9330673218, weight_update_time: 0.0711279064, other_time: 1.6075706482
epoch time: 4.8308677673s, input_fired_time: 0.0742529780, output_fired_time: 0.0000000000, propagate_forward_time: 4.4719877243, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2846269608
validation[          , genome  5783] predictions:    9638/  10000 (96.38%), best:    9638/10000 (96.38%), error:      1155.66382, best error:      1155.66382 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 58.9437599182s, input_fired_time: 0.6880895495, output_fired_time: 0.4118185043, propagate_forward_time: 22.5684490204, propagate_backward_time: 33.6486625671, weight_update_time: 0.0711226463, other_time: 1.6267356873
epoch time: 4.8759560585s, input_fired_time: 0.0703874677, output_fired_time: 0.0000000000, propagate_forward_time: 4.5317411423, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2738275528
validation[          , genome  5783] predictions:    9648/  10000 (96.48%), best:    9638/10000 (96.38%), error:      1182.28638, best error:      1155.66382 on epoch:    18, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 58.3849983215s, input_fired_time: 0.6691697240, output_fired_time: 0.4116159081, propagate_forward_time: 22.2988624573, propagate_backward_time: 33.4617919922, weight_update_time: 0.0668667108, other_time: 1.5435562134
epoch time: 4.8368754387s, input_fired_time: 0.0699039102, output_fired_time: 0.0000000000, propagate_forward_time: 4.4937376976, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2732338905
validation[          , genome  5783] predictions:    9508/  10000 (95.08%), best:    9638/10000 (96.38%), error:      1568.18213, best error:      1155.66382 on epoch:    18, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 58.2018775940s, input_fired_time: 0.6647861004, output_fired_time: 0.4129524827, propagate_forward_time: 22.1714401245, propagate_backward_time: 33.4234657288, weight_update_time: 0.0661918074, other_time: 1.5292320251
epoch time: 4.8147130013s, input_fired_time: 0.0697697997, output_fired_time: 0.0000000000, propagate_forward_time: 4.4729957581, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2719473839
validation[          , genome  5783] predictions:    9574/  10000 (95.74%), best:    9638/10000 (96.38%), error:      1317.40015, best error:      1155.66382 on epoch:    18, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 59.3832931519s, input_fired_time: 0.6793646812, output_fired_time: 0.4188908041, propagate_forward_time: 22.7559032440, propagate_backward_time: 33.9641532898, weight_update_time: 0.0676436275, other_time: 1.5649833679
epoch time: 4.8894224167s, input_fired_time: 0.0711205453, output_fired_time: 0.0000000000, propagate_forward_time: 4.5431275368, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2751741409
validation[          , genome  5783] predictions:    9643/  10000 (96.43%), best:    9643/10000 (96.43%), error:      1126.21460, best error:      1126.21460 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 60.1279220581s, input_fired_time: 0.7028604746, output_fired_time: 0.4259009659, propagate_forward_time: 23.1151638031, propagate_backward_time: 34.2753562927, weight_update_time: 0.0682146698, other_time: 1.6086387634
epoch time: 4.9895758629s, input_fired_time: 0.0738158152, output_fired_time: 0.0000000000, propagate_forward_time: 4.6358513832, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2799086571
validation[          , genome  5783] predictions:    9611/  10000 (96.11%), best:    9643/10000 (96.43%), error:      1284.38770, best error:      1126.21460 on epoch:    22, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 60.6800079346s, input_fired_time: 0.6996027231, output_fired_time: 0.4291664064, propagate_forward_time: 23.1448173523, propagate_backward_time: 34.7991867065, weight_update_time: 0.0695337132, other_time: 1.6072349548
epoch time: 5.0580315590s, input_fired_time: 0.0731675252, output_fired_time: 0.0000000000, propagate_forward_time: 4.6986432076, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2862210274
validation[          , genome  5783] predictions:    9636/  10000 (96.36%), best:    9643/10000 (96.43%), error:      1152.02979, best error:      1126.21460 on epoch:    22, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 59.6917877197s, input_fired_time: 0.6972391605, output_fired_time: 0.4181895852, propagate_forward_time: 22.9100036621, propagate_backward_time: 34.0275115967, weight_update_time: 0.0714268461, other_time: 1.6388435364
epoch time: 4.9496202469s, input_fired_time: 0.0727513880, output_fired_time: 0.0000000000, propagate_forward_time: 4.5966925621, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2801761627
validation[          , genome  5783] predictions:    9642/  10000 (96.42%), best:    9643/10000 (96.43%), error:      1192.13196, best error:      1126.21460 on epoch:    22, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 59.8431777954s, input_fired_time: 0.6970726848, output_fired_time: 0.4219383895, propagate_forward_time: 22.8728771210, propagate_backward_time: 34.2576179504, weight_update_time: 0.0679152310, other_time: 1.5936698914
epoch time: 4.8832459450s, input_fired_time: 0.0721207485, output_fired_time: 0.0000000000, propagate_forward_time: 4.5375375748, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2735877037
validation[          , genome  5783] predictions:    9651/  10000 (96.51%), best:    9643/10000 (96.43%), error:      1127.02771, best error:      1126.21460 on epoch:    22, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 59.6401634216s, input_fired_time: 0.6981744170, output_fired_time: 0.4214641452, propagate_forward_time: 22.8319683075, propagate_backward_time: 34.1090087891, weight_update_time: 0.0678101927, other_time: 1.5795516968
epoch time: 4.8239102364s, input_fired_time: 0.0721853971, output_fired_time: 0.0000000000, propagate_forward_time: 4.4779896736, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2737350464
validation[          , genome  5783] predictions:    9692/  10000 (96.92%), best:    9692/10000 (96.92%), error:       976.93542, best error:       976.93542 on epoch:    27, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 60.1895675659s, input_fired_time: 0.7076525688, output_fired_time: 0.4278122485, propagate_forward_time: 23.1168365479, propagate_backward_time: 34.3440093994, weight_update_time: 0.0685351267, other_time: 1.5932579041
epoch time: 4.9195070267s, input_fired_time: 0.0717687905, output_fired_time: 0.0000000000, propagate_forward_time: 4.5696086884, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2781295776
validation[          , genome  5783] predictions:    9669/  10000 (96.69%), best:    9692/10000 (96.92%), error:      1045.79492, best error:       976.93542 on epoch:    27, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 59.6506881714s, input_fired_time: 0.7001946568, output_fired_time: 0.4235316515, propagate_forward_time: 22.8454971313, propagate_backward_time: 34.0849838257, weight_update_time: 0.0682973191, other_time: 1.5964813232
epoch time: 4.9979696274s, input_fired_time: 0.0720308349, output_fired_time: 0.0000000000, propagate_forward_time: 4.6452593803, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2806792259
validation[          , genome  5783] predictions:    9685/  10000 (96.85%), best:    9692/10000 (96.92%), error:      1053.82593, best error:       976.93542 on epoch:    27, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 59.9383697510s, input_fired_time: 0.6861645579, output_fired_time: 0.4218775928, propagate_forward_time: 23.0485382080, propagate_backward_time: 34.2097320557, weight_update_time: 0.0683141053, other_time: 1.5720558167
epoch time: 4.7864456177s, input_fired_time: 0.0705018863, output_fired_time: 0.0000000000, propagate_forward_time: 4.4473552704, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2685885429
validation[          , genome  5783] predictions:    9683/  10000 (96.83%), best:    9692/10000 (96.92%), error:      1062.18494, best error:       976.93542 on epoch:    27, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 58.9649047852s, input_fired_time: 0.6826326251, output_fired_time: 0.4186230004, propagate_forward_time: 22.5661544800, propagate_backward_time: 33.7603530884, weight_update_time: 0.0671457425, other_time: 1.5371398926
epoch time: 5.1691255569s, input_fired_time: 0.0745573416, output_fired_time: 0.0000000000, propagate_forward_time: 4.8074436188, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2871246338
validation[          , genome  5783] predictions:    9651/  10000 (96.51%), best:    9692/10000 (96.92%), error:      1082.96887, best error:       976.93542 on epoch:    27, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 59.2955436707s, input_fired_time: 0.6843667030, output_fired_time: 0.4191254079, propagate_forward_time: 22.7464485168, propagate_backward_time: 33.9049453735, weight_update_time: 0.0673421100, other_time: 1.5406570435
epoch time: 5.4283499718s, input_fired_time: 0.0767744854, output_fired_time: 0.0000000000, propagate_forward_time: 5.0517582893, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2998170853
validation[          , genome  5783] predictions:    9698/  10000 (96.98%), best:    9692/10000 (96.92%), error:       992.16290, best error:       976.93542 on epoch:    27, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 59.6605987549s, input_fired_time: 0.6865226030, output_fired_time: 0.4222494662, propagate_forward_time: 22.9331836700, propagate_backward_time: 34.0650444031, weight_update_time: 0.0681088641, other_time: 1.5536003113
epoch time: 4.7925562859s, input_fired_time: 0.0716564134, output_fired_time: 0.0000000000, propagate_forward_time: 4.4514183998, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2694816589
validation[          , genome  5783] predictions:    9679/  10000 (96.79%), best:    9692/10000 (96.92%), error:      1065.53247, best error:       976.93542 on epoch:    27, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 59.6535415649s, input_fired_time: 0.6835182905, output_fired_time: 0.4243190587, propagate_forward_time: 22.8019065857, propagate_backward_time: 34.2040748596, weight_update_time: 0.0680397525, other_time: 1.5397224426
epoch time: 4.8555822372s, input_fired_time: 0.0709508732, output_fired_time: 0.0000000000, propagate_forward_time: 4.5156059265, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2690253258
validation[          , genome  5783] predictions:    9665/  10000 (96.65%), best:    9692/10000 (96.92%), error:      1123.93604, best error:       976.93542 on epoch:    27, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 59.4540672302s, input_fired_time: 0.6838850975, output_fired_time: 0.4260100424, propagate_forward_time: 22.8163795471, propagate_backward_time: 33.9826812744, weight_update_time: 0.0678688437, other_time: 1.5451126099
epoch time: 4.9570384026s, input_fired_time: 0.0728695169, output_fired_time: 0.0000000000, propagate_forward_time: 4.6081657410, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2760033607
validation[          , genome  5783] predictions:    9674/  10000 (96.74%), best:    9692/10000 (96.92%), error:      1020.22662, best error:       976.93542 on epoch:    27, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 59.6554336548s, input_fired_time: 0.6868811250, output_fired_time: 0.4228101969, propagate_forward_time: 22.8636837006, propagate_backward_time: 34.1198196411, weight_update_time: 0.0685486495, other_time: 1.5622406006
epoch time: 4.8493485451s, input_fired_time: 0.0710931495, output_fired_time: 0.0000000000, propagate_forward_time: 4.5096998215, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2685556412
validation[          , genome  5783] predictions:    9706/  10000 (97.06%), best:    9692/10000 (96.92%), error:       979.55054, best error:       976.93542 on epoch:    27, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 58.1609954834s, input_fired_time: 0.6761685014, output_fired_time: 0.4187754691, propagate_forward_time: 22.3189105988, propagate_backward_time: 33.2348823547, weight_update_time: 0.0667157024, other_time: 1.5122566223
epoch time: 4.7394552231s, input_fired_time: 0.0705617070, output_fired_time: 0.0000000000, propagate_forward_time: 4.4048647881, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2640285492
validation[          , genome  5783] predictions:    9690/  10000 (96.90%), best:    9692/10000 (96.92%), error:      1040.49426, best error:       976.93542 on epoch:    27, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 59.6106643677s, input_fired_time: 0.6862872243, output_fired_time: 0.4224095345, propagate_forward_time: 22.9127330780, propagate_backward_time: 34.0408515930, weight_update_time: 0.0685849339, other_time: 1.5483818054
epoch time: 5.0904803276s, input_fired_time: 0.0739807487, output_fired_time: 0.0000000000, propagate_forward_time: 4.7395186424, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2769808769
validation[          , genome  5783] predictions:    9691/  10000 (96.91%), best:    9692/10000 (96.92%), error:      1032.88550, best error:       976.93542 on epoch:    27, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 59.7008018494s, input_fired_time: 0.6854439974, output_fired_time: 0.4262591898, propagate_forward_time: 22.8379516602, propagate_backward_time: 34.2162017822, weight_update_time: 0.0680049285, other_time: 1.5349464417
epoch time: 5.1384739876s, input_fired_time: 0.0753408521, output_fired_time: 0.0000000000, propagate_forward_time: 4.7784943581, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2846388817
validation[          , genome  5783] predictions:    9699/  10000 (96.99%), best:    9699/10000 (96.99%), error:       975.81396, best error:       975.81396 on epoch:    39, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 59.0058174133s, input_fired_time: 0.6777331829, output_fired_time: 0.4250731170, propagate_forward_time: 22.6031150818, propagate_backward_time: 33.7827873230, weight_update_time: 0.0666770339, other_time: 1.5171089172
epoch time: 4.8868331909s, input_fired_time: 0.0716897696, output_fired_time: 0.0000000000, propagate_forward_time: 4.5408363342, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2743072510
validation[          , genome  5783] predictions:    9686/  10000 (96.86%), best:    9699/10000 (96.99%), error:      1023.24921, best error:       975.81396 on epoch:    39, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 59.0385704041s, input_fired_time: 0.6825016737, output_fired_time: 0.4199380875, propagate_forward_time: 22.7134323120, propagate_backward_time: 33.6845703125, weight_update_time: 0.0674602613, other_time: 1.5381278992
epoch time: 4.7706747055s, input_fired_time: 0.0711705238, output_fired_time: 0.0000000000, propagate_forward_time: 4.4313945770, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2681097984
validation[          , genome  5783] predictions:    9688/  10000 (96.88%), best:    9699/10000 (96.99%), error:      1002.31732, best error:       975.81396 on epoch:    39, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 60.2473869324s, input_fired_time: 0.6968905926, output_fired_time: 0.4273697138, propagate_forward_time: 23.1809978485, propagate_backward_time: 34.3763961792, weight_update_time: 0.0687339380, other_time: 1.5657348633
epoch time: 4.9415230751s, input_fired_time: 0.0738397017, output_fired_time: 0.0000000000, propagate_forward_time: 4.5898675919, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2778158188
validation[          , genome  5783] predictions:    9703/  10000 (97.03%), best:    9699/10000 (96.99%), error:       987.14215, best error:       975.81396 on epoch:    39, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 59.4878425598s, input_fired_time: 0.6888878345, output_fired_time: 0.4269780219, propagate_forward_time: 22.7521915436, propagate_backward_time: 34.0737342834, weight_update_time: 0.0673240274, other_time: 1.5460472107
epoch time: 4.9458909035s, input_fired_time: 0.0731226578, output_fired_time: 0.0000000000, propagate_forward_time: 4.5965204239, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2762479782
validation[          , genome  5783] predictions:    9693/  10000 (96.93%), best:    9693/10000 (96.93%), error:       968.58765, best error:       968.58765 on epoch:    43, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 59.6220169067s, input_fired_time: 0.6877822876, output_fired_time: 0.4228414297, propagate_forward_time: 22.8548564911, propagate_backward_time: 34.1018791199, weight_update_time: 0.0680252686, other_time: 1.5546607971
epoch time: 4.9654307365s, input_fired_time: 0.0738528222, output_fired_time: 0.0000000000, propagate_forward_time: 4.6160182953, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2755594254
validation[          , genome  5783] predictions:    9714/  10000 (97.14%), best:    9714/10000 (97.14%), error:       941.99390, best error:       941.99390 on epoch:    44, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 59.7512779236s, input_fired_time: 0.6854138374, output_fired_time: 0.4274500906, propagate_forward_time: 22.8807277679, propagate_backward_time: 34.2302055359, weight_update_time: 0.0678034574, other_time: 1.5274848938
epoch time: 5.6654214859s, input_fired_time: 0.0813696757, output_fired_time: 0.0000000000, propagate_forward_time: 5.2763166428, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3077349663
validation[          , genome  5783] predictions:    9692/  10000 (96.92%), best:    9714/10000 (97.14%), error:      1008.72125, best error:       941.99390 on epoch:    44, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 58.5631256104s, input_fired_time: 0.6790161729, output_fired_time: 0.4183187783, propagate_forward_time: 22.3969917297, propagate_backward_time: 33.5410919189, weight_update_time: 0.0669766814, other_time: 1.5277061462
epoch time: 5.0802707672s, input_fired_time: 0.0741770118, output_fired_time: 0.0000000000, propagate_forward_time: 4.7211732864, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2849206924
validation[          , genome  5783] predictions:    9700/  10000 (97.00%), best:    9714/10000 (97.14%), error:       982.32495, best error:       941.99390 on epoch:    44, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 61.4481887817s, input_fired_time: 0.7009701729, output_fired_time: 0.4318391085, propagate_forward_time: 23.5660476685, propagate_backward_time: 35.1695251465, weight_update_time: 0.0702405497, other_time: 1.5798072815
epoch time: 4.8508806229s, input_fired_time: 0.0717583522, output_fired_time: 0.0000000000, propagate_forward_time: 4.5077023506, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2714200020
validation[          , genome  5783] predictions:    9682/  10000 (96.82%), best:    9714/10000 (97.14%), error:      1061.34839, best error:       941.99390 on epoch:    44, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 59.3827743530s, input_fired_time: 0.6848136187, output_fired_time: 0.4201720357, propagate_forward_time: 22.6695404053, propagate_backward_time: 34.0827713013, weight_update_time: 0.0676593557, other_time: 1.5254745483
epoch time: 4.8345837593s, input_fired_time: 0.0718710050, output_fired_time: 0.0000000000, propagate_forward_time: 4.4965300560, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2661828995
validation[          , genome  5783] predictions:    9700/  10000 (97.00%), best:    9714/10000 (97.14%), error:      1012.49622, best error:       941.99390 on epoch:    44, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 58.9663200378s, input_fired_time: 0.6823773384, output_fired_time: 0.4166036546, propagate_forward_time: 22.5316734314, propagate_backward_time: 33.8221244812, weight_update_time: 0.0670394823, other_time: 1.5135421753
epoch time: 4.9642362595s, input_fired_time: 0.0730199218, output_fired_time: 0.0000000000, propagate_forward_time: 4.6158099174, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2754063606
validation[          , genome  5783] predictions:    9679/  10000 (96.79%), best:    9714/10000 (97.14%), error:      1050.13391, best error:       941.99390 on epoch:    44, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 60.2276306152s, input_fired_time: 0.6955772042, output_fired_time: 0.4271303117, propagate_forward_time: 23.1157875061, propagate_backward_time: 34.4194564819, weight_update_time: 0.0684141442, other_time: 1.5696792603
epoch time: 5.1046328545s, input_fired_time: 0.0754553825, output_fired_time: 0.0000000000, propagate_forward_time: 4.7452197075, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2839579582
validation[          , genome  5783] predictions:    9613/  10000 (96.13%), best:    9714/10000 (97.14%), error:      1181.12781, best error:       941.99390 on epoch:    44, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 61.4496841431s, input_fired_time: 0.7033532262, output_fired_time: 0.4327508509, propagate_forward_time: 23.5138702393, propagate_backward_time: 35.2044944763, weight_update_time: 0.0703441128, other_time: 1.5952148438
epoch time: 5.1329789162s, input_fired_time: 0.0745318681, output_fired_time: 0.0000000000, propagate_forward_time: 4.7733850479, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2850618362
validation[          , genome  5783] predictions:    9703/  10000 (97.03%), best:    9703/10000 (97.03%), error:       938.33575, best error:       938.33575 on epoch:    51, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 60.1685066223s, input_fired_time: 0.6919636726, output_fired_time: 0.4233211875, propagate_forward_time: 23.0068607330, propagate_backward_time: 34.4927482605, weight_update_time: 0.0685058013, other_time: 1.5536155701
epoch time: 4.9536299706s, input_fired_time: 0.0743807480, output_fired_time: 0.0000000000, propagate_forward_time: 4.6025490761, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2767000198
validation[          , genome  5783] predictions:    9698/  10000 (96.98%), best:    9703/10000 (97.03%), error:       939.02844, best error:       938.33575 on epoch:    51, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 61.0657768250s, input_fired_time: 0.7014307380, output_fired_time: 0.4282754362, propagate_forward_time: 23.3690719604, propagate_backward_time: 34.9963760376, weight_update_time: 0.0691928640, other_time: 1.5706214905
epoch time: 5.2152833939s, input_fired_time: 0.0765692592, output_fired_time: 0.0000000000, propagate_forward_time: 4.8566331863, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2820811272
validation[          , genome  5783] predictions:    9708/  10000 (97.08%), best:    9703/10000 (97.03%), error:       945.20862, best error:       938.33575 on epoch:    51, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 60.3664894104s, input_fired_time: 0.6933517456, output_fired_time: 0.4276479483, propagate_forward_time: 23.0216274261, propagate_backward_time: 34.6571731567, weight_update_time: 0.0690250620, other_time: 1.5666885376
epoch time: 5.2648262978s, input_fired_time: 0.0777614564, output_fired_time: 0.0000000000, propagate_forward_time: 4.8934059143, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2936587334
validation[          , genome  5783] predictions:    9696/  10000 (96.96%), best:    9703/10000 (97.03%), error:      1026.45276, best error:       938.33575 on epoch:    51, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 58.8656806946s, input_fired_time: 0.6871512532, output_fired_time: 0.4213033319, propagate_forward_time: 22.5823440552, propagate_backward_time: 33.6543006897, weight_update_time: 0.0674934611, other_time: 1.5205802917
epoch time: 4.8971037865s, input_fired_time: 0.0738094598, output_fired_time: 0.0000000000, propagate_forward_time: 4.5531029701, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2701911926
validation[          , genome  5783] predictions:    9725/  10000 (97.25%), best:    9725/10000 (97.25%), error:       902.71350, best error:       902.71350 on epoch:    55, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 58.9387855530s, input_fired_time: 0.6877900958, output_fired_time: 0.4161321819, propagate_forward_time: 22.5326862335, propagate_backward_time: 33.7795677185, weight_update_time: 0.0671076253, other_time: 1.5226097107
epoch time: 4.8015174866s, input_fired_time: 0.0733381063, output_fired_time: 0.0000000000, propagate_forward_time: 4.4621977806, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2659816742
validation[          , genome  5783] predictions:    9698/  10000 (96.98%), best:    9725/10000 (97.25%), error:       976.66046, best error:       902.71350 on epoch:    55, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 60.3213615417s, input_fired_time: 0.6950375438, output_fired_time: 0.4255183339, propagate_forward_time: 23.1339893341, propagate_backward_time: 34.5137863159, weight_update_time: 0.0689221397, other_time: 1.5530319214
epoch time: 5.1404061317s, input_fired_time: 0.0784062967, output_fired_time: 0.0000000000, propagate_forward_time: 4.7737941742, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2882056236
validation[          , genome  5783] predictions:    9680/  10000 (96.80%), best:    9725/10000 (97.25%), error:      1029.46265, best error:       902.71350 on epoch:    55, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 57.9952735901s, input_fired_time: 0.6968015432, output_fired_time: 0.4078697562, propagate_forward_time: 22.2093067169, propagate_backward_time: 33.0705413818, weight_update_time: 0.0709850341, other_time: 1.6107559204
epoch time: 4.7656946182s, input_fired_time: 0.0770061985, output_fired_time: 0.0000000000, propagate_forward_time: 4.4096775055, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2790107727
validation[          , genome  5783] predictions:    9696/  10000 (96.96%), best:    9725/10000 (97.25%), error:      1038.77051, best error:       902.71350 on epoch:    55, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 63.1003532410s, input_fired_time: 0.7315938473, output_fired_time: 0.4382200241, propagate_forward_time: 24.1187648773, propagate_backward_time: 36.0883407593, weight_update_time: 0.0759206712, other_time: 1.7234344482
epoch time: 4.7550992966s, input_fired_time: 0.0747763142, output_fired_time: 0.0000000000, propagate_forward_time: 4.4081711769, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2721519470
validation[          , genome  5783] predictions:    9644/  10000 (96.44%), best:    9725/10000 (97.25%), error:      1158.20740, best error:       902.71350 on epoch:    55, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 58.6782569885s, input_fired_time: 0.6982240081, output_fired_time: 0.4106712639, propagate_forward_time: 22.3574085236, propagate_backward_time: 33.6162300110, weight_update_time: 0.0696639046, other_time: 1.5957221985
epoch time: 4.8322758675s, input_fired_time: 0.0733474717, output_fired_time: 0.0000000000, propagate_forward_time: 4.4855794907, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2733488083
validation[          , genome  5783] predictions:    9635/  10000 (96.35%), best:    9725/10000 (97.25%), error:      1073.12366, best error:       902.71350 on epoch:    55, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 60.6144752502s, input_fired_time: 0.7028550506, output_fired_time: 0.4224509299, propagate_forward_time: 23.1825675964, propagate_backward_time: 34.7285308838, weight_update_time: 0.0688323155, other_time: 1.5780715942
epoch time: 4.9623570442s, input_fired_time: 0.0752018169, output_fired_time: 0.0000000000, propagate_forward_time: 4.6072282791, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2799267769
validation[          , genome  5783] predictions:    9508/  10000 (95.08%), best:    9725/10000 (97.25%), error:      1606.22644, best error:       902.71350 on epoch:    55, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 60.0864181519s, input_fired_time: 0.7003803849, output_fired_time: 0.4188499451, propagate_forward_time: 22.8718833923, propagate_backward_time: 34.5324172974, weight_update_time: 0.0683614314, other_time: 1.5628852844
epoch time: 4.9200048447s, input_fired_time: 0.0748038217, output_fired_time: 0.0000000000, propagate_forward_time: 4.5723400116, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2728610039
validation[          , genome  5783] predictions:    9707/  10000 (97.07%), best:    9725/10000 (97.25%), error:       962.80927, best error:       902.71350 on epoch:    55, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 59.3498077393s, input_fired_time: 0.6954070330, output_fired_time: 0.4148443937, propagate_forward_time: 22.6126327515, propagate_backward_time: 34.0851669312, weight_update_time: 0.0677345991, other_time: 1.5417556763
epoch time: 4.9078617096s, input_fired_time: 0.0741996914, output_fired_time: 0.0000000000, propagate_forward_time: 4.5609126091, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2727494240
validation[          , genome  5783] predictions:    9660/  10000 (96.60%), best:    9725/10000 (97.25%), error:      1111.07410, best error:       902.71350 on epoch:    55, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 60.7432136536s, input_fired_time: 0.7184153199, output_fired_time: 0.4296702147, propagate_forward_time: 23.2420539856, propagate_backward_time: 34.7472229004, weight_update_time: 0.0689273104, other_time: 1.6058540344
epoch time: 5.0163698196s, input_fired_time: 0.0766337588, output_fired_time: 0.0000000000, propagate_forward_time: 4.6571464539, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2825894356
validation[          , genome  5783] predictions:    9683/  10000 (96.83%), best:    9725/10000 (97.25%), error:      1034.56323, best error:       902.71350 on epoch:    55, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 60.2646789551s, input_fired_time: 0.7121695280, output_fired_time: 0.4221902192, propagate_forward_time: 22.9875450134, propagate_backward_time: 34.5633964539, weight_update_time: 0.0681119561, other_time: 1.5793762207
epoch time: 4.8253912926s, input_fired_time: 0.0756225884, output_fired_time: 0.0000000000, propagate_forward_time: 4.4767351151, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2730336189
validation[          , genome  5783] predictions:    9735/  10000 (97.35%), best:    9735/10000 (97.35%), error:       890.92377, best error:       890.92377 on epoch:    65, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 59.9784164429s, input_fired_time: 0.7006707788, output_fired_time: 0.4316525757, propagate_forward_time: 22.8529529572, propagate_backward_time: 34.4555892944, weight_update_time: 0.0679405779, other_time: 1.5375518799
epoch time: 4.8789873123s, input_fired_time: 0.0742492899, output_fired_time: 0.0000000000, propagate_forward_time: 4.5372648239, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2674732208
validation[          , genome  5783] predictions:    9692/  10000 (96.92%), best:    9735/10000 (97.35%), error:      1001.23151, best error:       890.92377 on epoch:    65, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 58.3908195496s, input_fired_time: 0.6919266582, output_fired_time: 0.4159128964, propagate_forward_time: 22.4498901367, propagate_backward_time: 33.3255615234, weight_update_time: 0.0666536838, other_time: 1.5075302124
epoch time: 4.8271241188s, input_fired_time: 0.0744234771, output_fired_time: 0.0000000000, propagate_forward_time: 4.4850010872, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2676997185
validation[          , genome  5783] predictions:    9673/  10000 (96.73%), best:    9735/10000 (97.35%), error:      1051.73718, best error:       890.92377 on epoch:    65, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 59.3071708679s, input_fired_time: 0.6959875226, output_fired_time: 0.4202782214, propagate_forward_time: 22.6538944244, propagate_backward_time: 34.0250625610, weight_update_time: 0.0671464205, other_time: 1.5119476318
epoch time: 4.7391448021s, input_fired_time: 0.0729499608, output_fired_time: 0.0000000000, propagate_forward_time: 4.4039015770, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2622933388
validation[          , genome  5783] predictions:    9720/  10000 (97.20%), best:    9735/10000 (97.35%), error:       925.00787, best error:       890.92377 on epoch:    65, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 58.4636878967s, input_fired_time: 0.6957516670, output_fired_time: 0.4162697494, propagate_forward_time: 22.5157299042, propagate_backward_time: 33.3337631226, weight_update_time: 0.0668433011, other_time: 1.5021743774
epoch time: 4.7796616554s, input_fired_time: 0.0734940842, output_fired_time: 0.0000000000, propagate_forward_time: 4.4409928322, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2651748657
validation[          , genome  5783] predictions:    9691/  10000 (96.91%), best:    9735/10000 (97.35%), error:      1011.79553, best error:       890.92377 on epoch:    65, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 60.2733802795s, input_fired_time: 0.7101938725, output_fired_time: 0.4280012250, propagate_forward_time: 23.4129981995, propagate_backward_time: 34.1712074280, weight_update_time: 0.0687079355, other_time: 1.5509796143
epoch time: 4.8754448891s, input_fired_time: 0.0739645436, output_fired_time: 0.0000000000, propagate_forward_time: 4.5334758759, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2680044174
validation[          , genome  5783] predictions:    9688/  10000 (96.88%), best:    9735/10000 (97.35%), error:       968.18744, best error:       890.92377 on epoch:    65, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 59.9832763672s, input_fired_time: 0.7002630234, output_fired_time: 0.4271349907, propagate_forward_time: 22.8695602417, propagate_backward_time: 34.4442176819, weight_update_time: 0.0678926930, other_time: 1.5420989990
epoch time: 5.0856356621s, input_fired_time: 0.0765300468, output_fired_time: 0.0000000000, propagate_forward_time: 4.7260975838, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2830080986
validation[          , genome  5783] predictions:    9709/  10000 (97.09%), best:    9735/10000 (97.35%), error:       976.78235, best error:       890.92377 on epoch:    65, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 59.4983863831s, input_fired_time: 0.7013936639, output_fired_time: 0.4209311903, propagate_forward_time: 22.8497467041, propagate_backward_time: 33.9806365967, weight_update_time: 0.0681449324, other_time: 1.5456771851
epoch time: 4.8625030518s, input_fired_time: 0.0753612071, output_fired_time: 0.0000000000, propagate_forward_time: 4.5156617165, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2714800835
validation[          , genome  5783] predictions:    9699/  10000 (96.99%), best:    9735/10000 (97.35%), error:       999.75446, best error:       890.92377 on epoch:    65, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 59.5546226501s, input_fired_time: 0.7039927840, output_fired_time: 0.4271349609, propagate_forward_time: 22.7439098358, propagate_backward_time: 34.1349411011, weight_update_time: 0.0681998506, other_time: 1.5446472168
epoch time: 4.8229279518s, input_fired_time: 0.0746674314, output_fired_time: 0.0000000000, propagate_forward_time: 4.4819173813, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2663431168
validation[          , genome  5783] predictions:    9709/  10000 (97.09%), best:    9735/10000 (97.35%), error:       943.96594, best error:       890.92377 on epoch:    65, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 59.2280006409s, input_fired_time: 0.7034645081, output_fired_time: 0.4197571278, propagate_forward_time: 22.5801773071, propagate_backward_time: 33.9808082581, weight_update_time: 0.0677611232, other_time: 1.5437927246
epoch time: 4.9983901978s, input_fired_time: 0.0775756985, output_fired_time: 0.0000000000, propagate_forward_time: 4.6424918175, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2783226967
validation[          , genome  5783] predictions:    9653/  10000 (96.53%), best:    9735/10000 (97.35%), error:      1138.51807, best error:       890.92377 on epoch:    65, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 59.8276176453s, input_fired_time: 0.7119680643, output_fired_time: 0.4197578132, propagate_forward_time: 22.9101734161, propagate_backward_time: 34.2111740112, weight_update_time: 0.0692241266, other_time: 1.5745468140
epoch time: 5.0764408112s, input_fired_time: 0.0771939382, output_fired_time: 0.0000000000, propagate_forward_time: 4.7196216583, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2796254158
validation[          , genome  5783] predictions:    9663/  10000 (96.63%), best:    9735/10000 (97.35%), error:      1063.51660, best error:       890.92377 on epoch:    65, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 60.0008163452s, input_fired_time: 0.7100413442, output_fired_time: 0.4216017425, propagate_forward_time: 22.9691333771, propagate_backward_time: 34.3356208801, weight_update_time: 0.0696788430, other_time: 1.5644187927
epoch time: 5.2772393227s, input_fired_time: 0.0800138861, output_fired_time: 0.0000000000, propagate_forward_time: 4.9079399109, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2892856598
validation[          , genome  5783] predictions:    9682/  10000 (96.82%), best:    9735/10000 (97.35%), error:      1014.16174, best error:       890.92377 on epoch:    65, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 59.5220375061s, input_fired_time: 0.7041414976, output_fired_time: 0.4193366170, propagate_forward_time: 22.7388572693, propagate_backward_time: 34.1017951965, weight_update_time: 0.0679770634, other_time: 1.5579071045
epoch time: 4.9245009422s, input_fired_time: 0.0762470067, output_fired_time: 0.0000000000, propagate_forward_time: 4.5717105865, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2765431404
validation[          , genome  5783] predictions:    9704/  10000 (97.04%), best:    9735/10000 (97.35%), error:       964.33588, best error:       890.92377 on epoch:    65, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 59.9368133545s, input_fired_time: 0.7098023891, output_fired_time: 0.4213249385, propagate_forward_time: 23.0210857391, propagate_backward_time: 34.2231597900, weight_update_time: 0.0688657612, other_time: 1.5614395142
epoch time: 4.8953895569s, input_fired_time: 0.0758346990, output_fired_time: 0.0000000000, propagate_forward_time: 4.5456609726, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2738938332
validation[          , genome  5783] predictions:    9671/  10000 (96.71%), best:    9735/10000 (97.35%), error:      1053.08459, best error:       890.92377 on epoch:    65, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 60.5854415894s, input_fired_time: 0.7140747905, output_fired_time: 0.4321952760, propagate_forward_time: 23.4110965729, propagate_backward_time: 34.4628257751, weight_update_time: 0.0694134831, other_time: 1.5652503967
epoch time: 5.1636590958s, input_fired_time: 0.0786747187, output_fired_time: 0.0000000000, propagate_forward_time: 4.7985005379, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2864837646
validation[          , genome  5783] predictions:    9692/  10000 (96.92%), best:    9735/10000 (97.35%), error:      1001.27887, best error:       890.92377 on epoch:    65, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 59.6634292603s, input_fired_time: 0.7046789527, output_fired_time: 0.4261928201, propagate_forward_time: 22.8608226776, propagate_backward_time: 34.1147422791, weight_update_time: 0.0688559338, other_time: 1.5569953918
epoch time: 4.8256454468s, input_fired_time: 0.0757681951, output_fired_time: 0.0000000000, propagate_forward_time: 4.4788737297, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2710037231
validation[          , genome  5783] predictions:    9698/  10000 (96.98%), best:    9735/10000 (97.35%), error:       961.40002, best error:       890.92377 on epoch:    65, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 59.6436157227s, input_fired_time: 0.7070820928, output_fired_time: 0.4266904294, propagate_forward_time: 22.8877353668, propagate_backward_time: 34.0694503784, weight_update_time: 0.0678058565, other_time: 1.5526580811
epoch time: 4.8689198494s, input_fired_time: 0.0749153718, output_fired_time: 0.0000000000, propagate_forward_time: 4.5186142921, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2753901482
validation[          , genome  5783] predictions:    9650/  10000 (96.50%), best:    9735/10000 (97.35%), error:      1202.68481, best error:       890.92377 on epoch:    65, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 59.3797569275s, input_fired_time: 0.7050867081, output_fired_time: 0.4215480387, propagate_forward_time: 22.6011943817, propagate_backward_time: 34.1008605957, weight_update_time: 0.0677501708, other_time: 1.5510711670
epoch time: 5.0042939186s, input_fired_time: 0.0782445073, output_fired_time: 0.0000000000, propagate_forward_time: 4.6478257179, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2782235146
validation[          , genome  5783] predictions:    9687/  10000 (96.87%), best:    9735/10000 (97.35%), error:      1037.71301, best error:       890.92377 on epoch:    65, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 60.3154411316s, input_fired_time: 0.7195616364, output_fired_time: 0.4233613908, propagate_forward_time: 23.0513553619, propagate_backward_time: 34.5517387390, weight_update_time: 0.0684306771, other_time: 1.5694236755
epoch time: 5.0665636063s, input_fired_time: 0.0789000541, output_fired_time: 0.0000000000, propagate_forward_time: 4.7065849304, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2810788155
validation[          , genome  5783] predictions:    9700/  10000 (97.00%), best:    9735/10000 (97.35%), error:       976.80426, best error:       890.92377 on epoch:    65, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 60.9064140320s, input_fired_time: 0.7166360021, output_fired_time: 0.4254594445, propagate_forward_time: 23.3536949158, propagate_backward_time: 34.8213272095, weight_update_time: 0.0695532784, other_time: 1.5892944336
epoch time: 5.4113774300s, input_fired_time: 0.0813374743, output_fired_time: 0.0000000000, propagate_forward_time: 5.0352096558, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2948303223
validation[          , genome  5783] predictions:    9702/  10000 (97.02%), best:    9735/10000 (97.35%), error:       983.02405, best error:       890.92377 on epoch:    65, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 58.8219795227s, input_fired_time: 0.7022669315, output_fired_time: 0.4187645614, propagate_forward_time: 22.5406589508, propagate_backward_time: 33.6234436035, weight_update_time: 0.0674004704, other_time: 1.5368423462
epoch time: 4.8844823837s, input_fired_time: 0.0758068636, output_fired_time: 0.0000000000, propagate_forward_time: 4.5366826057, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2719926834
validation[          , genome  5783] predictions:    9644/  10000 (96.44%), best:    9735/10000 (97.35%), error:      1193.16650, best error:       890.92377 on epoch:    65, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 60.7337455750s, input_fired_time: 0.7152736783, output_fired_time: 0.4283722639, propagate_forward_time: 23.2044696808, propagate_backward_time: 34.8306846619, weight_update_time: 0.0686711594, other_time: 1.5549430847
epoch time: 4.7809920311s, input_fired_time: 0.0755722374, output_fired_time: 0.0000000000, propagate_forward_time: 4.4371104240, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2683095932
validation[          , genome  5783] predictions:    9546/  10000 (95.46%), best:    9735/10000 (97.35%), error:      1537.79028, best error:       890.92377 on epoch:    65, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 60.8803253174s, input_fired_time: 0.7244752049, output_fired_time: 0.4334459007, propagate_forward_time: 23.3404865265, propagate_backward_time: 34.7598190308, weight_update_time: 0.0755635798, other_time: 1.6221008301
epoch time: 4.9595127106s, input_fired_time: 0.0788854808, output_fired_time: 0.0000000000, propagate_forward_time: 4.5982966423, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2823305130
validation[          , genome  5783] predictions:    9623/  10000 (96.23%), best:    9735/10000 (97.35%), error:      1198.24658, best error:       890.92377 on epoch:    65, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 61.4092216492s, input_fired_time: 0.7247535586, output_fired_time: 0.4365105927, propagate_forward_time: 23.4721679688, propagate_backward_time: 35.1663894653, weight_update_time: 0.0756808370, other_time: 1.6093978882
epoch time: 5.3184356689s, input_fired_time: 0.0822368860, output_fired_time: 0.0000000000, propagate_forward_time: 4.9418048859, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2943940163
validation[          , genome  5783] predictions:    9713/  10000 (97.13%), best:    9735/10000 (97.35%), error:      1015.98639, best error:       890.92377 on epoch:    65, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 61.5316352844s, input_fired_time: 0.7350678444, output_fired_time: 0.4278015494, propagate_forward_time: 23.5822124481, propagate_backward_time: 35.1534690857, weight_update_time: 0.0747049004, other_time: 1.6330833435
epoch time: 5.9118771553s, input_fired_time: 0.0907200351, output_fired_time: 0.0000000000, propagate_forward_time: 5.4965181351, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3246388435
validation[          , genome  5783] predictions:    9573/  10000 (95.73%), best:    9735/10000 (97.35%), error:      1467.34985, best error:       890.92377 on epoch:    65, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 59.4047279358s, input_fired_time: 0.7319367528, output_fired_time: 0.4177808166, propagate_forward_time: 22.7951183319, propagate_backward_time: 33.8487968445, weight_update_time: 0.0739682466, other_time: 1.6110954285
epoch time: 4.9924554825s, input_fired_time: 0.0810725838, output_fired_time: 0.0000000000, propagate_forward_time: 4.6305446625, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2808380127
validation[          , genome  5783] predictions:    9644/  10000 (96.44%), best:    9735/10000 (97.35%), error:      1094.66663, best error:       890.92377 on epoch:    65, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 59.1604270935s, input_fired_time: 0.7143691182, output_fired_time: 0.4178806245, propagate_forward_time: 22.6182842255, propagate_backward_time: 33.8538322449, weight_update_time: 0.0728477538, other_time: 1.5560569763
epoch time: 4.7779302597s, input_fired_time: 0.0753856525, output_fired_time: 0.0000000000, propagate_forward_time: 4.4339880943, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2685565948
validation[          , genome  5783] predictions:    9694/  10000 (96.94%), best:    9735/10000 (97.35%), error:      1020.32526, best error:       890.92377 on epoch:    65, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 59.0550804138s, input_fired_time: 0.7102337480, output_fired_time: 0.4176549017, propagate_forward_time: 22.6542339325, propagate_backward_time: 33.7226715088, weight_update_time: 0.0732950419, other_time: 1.5502853394
epoch time: 4.7898921967s, input_fired_time: 0.0767221749, output_fired_time: 0.0000000000, propagate_forward_time: 4.4445447922, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2686252594
validation[          , genome  5783] predictions:    9628/  10000 (96.28%), best:    9735/10000 (97.35%), error:      1216.75659, best error:       890.92377 on epoch:    65, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 61.5112686157s, input_fired_time: 0.7326779962, output_fired_time: 0.4323908985, propagate_forward_time: 23.5650959015, propagate_backward_time: 35.1512641907, weight_update_time: 0.0737145841, other_time: 1.6298408508
epoch time: 5.1568894386s, input_fired_time: 0.0854459032, output_fired_time: 0.0000000000, propagate_forward_time: 4.7759761810, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2954673767
validation[          , genome  5783] predictions:    9695/  10000 (96.95%), best:    9735/10000 (97.35%), error:       974.73212, best error:       890.92377 on epoch:    65, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 61.8004875183s, input_fired_time: 0.7307853699, output_fired_time: 0.4314487576, propagate_forward_time: 23.7601280212, propagate_backward_time: 35.2564277649, weight_update_time: 0.0762583837, other_time: 1.6216964722
epoch time: 4.8759465218s, input_fired_time: 0.0770156682, output_fired_time: 0.0000000000, propagate_forward_time: 4.5268874168, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2720432281
validation[          , genome  5783] predictions:    9683/  10000 (96.83%), best:    9735/10000 (97.35%), error:      1061.20105, best error:       890.92377 on epoch:    65, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 58.6005783081s, input_fired_time: 0.7083083987, output_fired_time: 0.4141864479, propagate_forward_time: 22.4280662537, propagate_backward_time: 33.5214843750, weight_update_time: 0.0728385672, other_time: 1.5285339355
epoch time: 4.8594608307s, input_fired_time: 0.0777630284, output_fired_time: 0.0000000000, propagate_forward_time: 4.5116496086, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2700481415
validation[          , genome  5783] predictions:    9689/  10000 (96.89%), best:    9735/10000 (97.35%), error:       974.25836, best error:       890.92377 on epoch:    65, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 64.4526443481s, input_fired_time: 0.7521173954, output_fired_time: 0.4463358223, propagate_forward_time: 24.6757164001, propagate_backward_time: 36.9179840088, weight_update_time: 0.0783888549, other_time: 1.6604919434
epoch time: 5.1889848709s, input_fired_time: 0.0812310129, output_fired_time: 0.0000000000, propagate_forward_time: 4.8190827370, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2886710167
validation[          , genome  5783] predictions:    9700/  10000 (97.00%), best:    9735/10000 (97.35%), error:       973.78516, best error:       890.92377 on epoch:    65, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 61.2397384644s, input_fired_time: 0.7317283154, output_fired_time: 0.4292660058, propagate_forward_time: 23.4681701660, propagate_backward_time: 34.9830513000, weight_update_time: 0.0758653581, other_time: 1.6275215149
epoch time: 4.8882455826s, input_fired_time: 0.0798072964, output_fired_time: 0.0000000000, propagate_forward_time: 4.5292692184, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2791690826
validation[          , genome  5783] predictions:    9692/  10000 (96.92%), best:    9735/10000 (97.35%), error:       991.86200, best error:       890.92377 on epoch:    65, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 57.9602355957s, input_fired_time: 0.7164888382, output_fired_time: 0.4074196219, propagate_forward_time: 22.1461467743, propagate_backward_time: 33.0886535645, weight_update_time: 0.0665522069, other_time: 1.6015243530
epoch time: 4.7756328583s, input_fired_time: 0.0776967779, output_fired_time: 0.0000000000, propagate_forward_time: 4.4225592613, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2753767967
validation[          , genome  5783] predictions:    9680/  10000 (96.80%), best:    9735/10000 (97.35%), error:      1032.51294, best error:       890.92377 on epoch:    65, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 60.7603950500s, input_fired_time: 0.7346055508, output_fired_time: 0.4262055457, propagate_forward_time: 23.2741088867, propagate_backward_time: 34.6753959656, weight_update_time: 0.0718926936, other_time: 1.6500816345
epoch time: 4.9284110069s, input_fired_time: 0.0816060752, output_fired_time: 0.0000000000, propagate_forward_time: 4.5531764030, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2936286926
validation[          , genome  5783] predictions:    9649/  10000 (96.49%), best:    9735/10000 (97.35%), error:      1216.51941, best error:       890.92377 on epoch:    65, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 64.1226501465s, input_fired_time: 0.7509407401, output_fired_time: 0.4421029389, propagate_forward_time: 24.5173549652, propagate_backward_time: 36.6862258911, weight_update_time: 0.0745735541, other_time: 1.7260208130
epoch time: 4.9853482246s, input_fired_time: 0.0816861689, output_fired_time: 0.0000000000, propagate_forward_time: 4.6211504936, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2825117111
validation[          , genome  5783] predictions:    9626/  10000 (96.26%), best:    9735/10000 (97.35%), error:      1241.59583, best error:       890.92377 on epoch:    65, 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: 25.2350769043s, input_fired_time: 0.3974081576, output_fired_time: 0.0000000000, propagate_forward_time: 23.3784923553, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4591770172
best training[          , genome  5783] predictions:   49400/  50000 (98.80%), best:    9735/10000 (97.35%), error:      2273.37769, best error:       890.92377 on epoch:    65, 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: 4.9897103310s, input_fired_time: 0.0776436850, output_fired_time: 0.0000000000, propagate_forward_time: 4.6267652512, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2853012085
   testing[          , genome  5783] predictions:    9760/  10000 (97.60%), best:    9735/10000 (97.35%), error:       800.16187, best error:       890.92377 on epoch:    65, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
23:54:37 (5590): called boinc_finish(0)

</stderr_txt>
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