Nameexact_genome_1512568488_44_6919_1
Workunit2605887
Created7 Dec 2017, 22:45:13 UTC
Sent7 Dec 2017, 22:51:49 UTC
Report deadline14 Dec 2017, 8:43:29 UTC
Received8 Dec 2017, 14:32:13 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID64142
Run time4 hours 8 min 48 sec
CPU time3 hours 15 min 3 sec
Validate stateValid
Credit1,602.72
Device peak FLOPS3.08 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size154.86 MB
Peak swap size157.61 MB
Peak disk usage1.67 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
438486099
validation[          , genome  6919] predictions:    9695/  10000 (96.95%), best:    9695/10000 (96.95%), error:      1058.76355, best error:      1058.76355 on epoch:    14, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 103.8199462891s, input_fired_time: 1.0450730324, output_fired_time: 0.9296580553, propagate_forward_time: 38.7226486206, propagate_backward_time: 60.6102790833, weight_update_time: 0.1160097197, other_time: 2.5122871399
epoch time: 8.2979574203s, input_fired_time: 0.1258095205, output_fired_time: 0.0000000000, propagate_forward_time: 7.7290148735, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4431328773
validation[          , genome  6919] predictions:    9657/  10000 (96.57%), best:    9695/10000 (96.95%), error:      1138.74805, best error:      1058.76355 on epoch:    14, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 100.6569976807s, input_fired_time: 1.1119097471, output_fired_time: 1.0510821342, propagate_forward_time: 37.4679336548, propagate_backward_time: 58.4530715942, weight_update_time: 0.1132730469, other_time: 2.5730056763
epoch time: 8.0109300613s, input_fired_time: 0.1274110675, output_fired_time: 0.0000000000, propagate_forward_time: 7.4391112328, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4444079399
validation[          , genome  6919] predictions:    9633/  10000 (96.33%), best:    9695/10000 (96.95%), error:      1179.42688, best error:      1058.76355 on epoch:    14, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 100.7701110840s, input_fired_time: 1.0290067196, output_fired_time: 0.9042029381, propagate_forward_time: 37.4433403015, propagate_backward_time: 58.8809013367, weight_update_time: 0.1135648936, other_time: 2.5126571655
epoch time: 7.4474349022s, input_fired_time: 0.1240722686, output_fired_time: 0.0000000000, propagate_forward_time: 6.8936104774, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4297523499
validation[          , genome  6919] predictions:    9666/  10000 (96.66%), best:    9666/10000 (96.66%), error:      1051.87390, best error:      1051.87390 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 101.1003112793s, input_fired_time: 1.0924279690, output_fired_time: 0.9024122953, propagate_forward_time: 37.7060966492, propagate_backward_time: 58.8519248962, weight_update_time: 0.1127364933, other_time: 2.5474472046
epoch time: 9.8198089600s, input_fired_time: 0.1320734769, output_fired_time: 0.0000000000, propagate_forward_time: 8.9413919449, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7463436127
validation[          , genome  6919] predictions:    9683/  10000 (96.83%), best:    9666/10000 (96.66%), error:      1052.75793, best error:      1051.87390 on epoch:    17, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 104.6178512573s, input_fired_time: 1.1380603313, output_fired_time: 0.9437589645, propagate_forward_time: 39.0954742432, propagate_backward_time: 60.8290824890, weight_update_time: 0.1177249774, other_time: 2.6114768982
epoch time: 10.4168729782s, input_fired_time: 0.1277546138, output_fired_time: 0.0000000000, propagate_forward_time: 9.5629949570, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7261238098
validation[          , genome  6919] predictions:    9676/  10000 (96.76%), best:    9666/10000 (96.66%), error:      1077.06030, best error:      1051.87390 on epoch:    17, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 97.9271545410s, input_fired_time: 1.0297970772, output_fired_time: 0.9032903910, propagate_forward_time: 36.3882026672, propagate_backward_time: 57.0500602722, weight_update_time: 0.1133017242, other_time: 2.5558013916
epoch time: 10.5040473938s, input_fired_time: 0.1312367618, output_fired_time: 0.0000000000, propagate_forward_time: 9.5380487442, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8347616196
validation[          , genome  6919] predictions:    9699/  10000 (96.99%), best:    9699/10000 (96.99%), error:      1035.91626, best error:      1035.91626 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 102.7897644043s, input_fired_time: 1.0382010937, output_fired_time: 0.9167430401, propagate_forward_time: 38.4052162170, propagate_backward_time: 59.8118515015, weight_update_time: 0.1609511375, other_time: 2.6177558899
epoch time: 8.2937517166s, input_fired_time: 0.1739126295, output_fired_time: 0.0000000000, propagate_forward_time: 7.6807346344, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4391040802
validation[          , genome  6919] predictions:    9708/  10000 (97.08%), best:    9708/10000 (97.08%), error:      1034.82434, best error:      1034.82434 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 102.3706436157s, input_fired_time: 1.0413613319, output_fired_time: 0.9647929668, propagate_forward_time: 38.0732994080, propagate_backward_time: 59.5747413635, weight_update_time: 0.1143887267, other_time: 2.7164535522
epoch time: 8.2210054398s, input_fired_time: 0.1258760542, output_fired_time: 0.0000000000, propagate_forward_time: 7.3540844917, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7410445213
validation[          , genome  6919] predictions:    9689/  10000 (96.89%), best:    9689/10000 (96.89%), error:       973.18573, best error:       973.18573 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 103.7225646973s, input_fired_time: 1.0505940914, output_fired_time: 0.9661328793, propagate_forward_time: 38.7181739807, propagate_backward_time: 60.3571052551, weight_update_time: 0.1148239523, other_time: 2.6305618286
epoch time: 7.7747793198s, input_fired_time: 0.1254157275, output_fired_time: 0.0000000000, propagate_forward_time: 7.2151288986, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4342346191
validation[          , genome  6919] predictions:    9669/  10000 (96.69%), best:    9689/10000 (96.89%), error:      1109.90759, best error:       973.18573 on epoch:    22, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 108.6178970337s, input_fired_time: 1.0821043253, output_fired_time: 1.0875890255, propagate_forward_time: 40.7721481323, propagate_backward_time: 62.9099693298, weight_update_time: 0.1127963588, other_time: 2.7660865784
epoch time: 13.2654924393s, input_fired_time: 0.1449601501, output_fired_time: 0.0000000000, propagate_forward_time: 12.3162231445, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8043088913
validation[          , genome  6919] predictions:    9702/  10000 (97.02%), best:    9689/10000 (96.89%), error:      1071.47144, best error:       973.18573 on epoch:    22, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 173.5237121582s, input_fired_time: 1.8339167833, output_fired_time: 1.3197726011, propagate_forward_time: 68.0025177002, propagate_backward_time: 98.5478363037, weight_update_time: 0.1300918907, other_time: 3.8196563721
epoch time: 14.1060056686s, input_fired_time: 0.1468273550, output_fired_time: 0.0000000000, propagate_forward_time: 13.2014198303, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7577581406
validation[          , genome  6919] predictions:    9642/  10000 (96.42%), best:    9689/10000 (96.89%), error:      1207.28113, best error:       973.18573 on epoch:    22, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 173.9824218750s, input_fired_time: 2.3036947250, output_fired_time: 2.5074021816, propagate_forward_time: 64.4085998535, propagate_backward_time: 100.2772369385, weight_update_time: 0.1299229562, other_time: 4.4854888916
epoch time: 14.8242015839s, input_fired_time: 0.1458458155, output_fired_time: 0.0000000000, propagate_forward_time: 12.9120950699, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7662611008
validation[          , genome  6919] predictions:    9694/  10000 (96.94%), best:    9689/10000 (96.89%), error:      1024.60767, best error:       973.18573 on epoch:    22, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 188.0450592041s, input_fired_time: 1.6333861351, output_fired_time: 2.0208599567, propagate_forward_time: 72.3099746704, propagate_backward_time: 108.1414642334, weight_update_time: 0.1300934255, other_time: 3.9393692017
epoch time: 15.1702013016s, input_fired_time: 0.1462672949, output_fired_time: 0.0000000000, propagate_forward_time: 14.5151195526, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5088148117
validation[          , genome  6919] predictions:    9682/  10000 (96.82%), best:    9689/10000 (96.89%), error:      1070.05225, best error:       973.18573 on epoch:    22, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 178.2092895508s, input_fired_time: 1.2412093878, output_fired_time: 1.9460538626, propagate_forward_time: 68.0936965942, propagate_backward_time: 103.0274810791, weight_update_time: 0.1772348285, other_time: 3.9008407593
epoch time: 14.0721292496s, input_fired_time: 0.1466835439, output_fired_time: 0.0000000000, propagate_forward_time: 13.1665697098, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7588758469
validation[          , genome  6919] predictions:    9678/  10000 (96.78%), best:    9689/10000 (96.89%), error:      1043.38196, best error:       973.18573 on epoch:    22, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 175.9815979004s, input_fired_time: 1.7425287962, output_fired_time: 1.4286875725, propagate_forward_time: 65.3834152222, propagate_backward_time: 101.6132278442, weight_update_time: 0.1769967079, other_time: 5.8137512207
epoch time: 14.2189607620s, input_fired_time: 0.1932633966, output_fired_time: 0.0000000000, propagate_forward_time: 13.2681035995, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7575941086
validation[          , genome  6919] predictions:    9676/  10000 (96.76%), best:    9689/10000 (96.89%), error:      1052.32751, best error:       973.18573 on epoch:    22, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 168.8038482666s, input_fired_time: 1.7902162075, output_fired_time: 1.8218808174, propagate_forward_time: 63.5014915466, propagate_backward_time: 97.4874267578, weight_update_time: 0.3805258870, other_time: 4.2028198242
epoch time: 13.6500015259s, input_fired_time: 0.1463061720, output_fired_time: 0.0000000000, propagate_forward_time: 12.7472133636, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7564821243
validation[          , genome  6919] predictions:    9692/  10000 (96.92%), best:    9689/10000 (96.89%), error:      1031.96155, best error:       973.18573 on epoch:    22, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 175.6000213623s, input_fired_time: 1.4934962988, output_fired_time: 2.1330730915, propagate_forward_time: 65.6826934814, propagate_backward_time: 101.2422866821, weight_update_time: 0.4739869237, other_time: 5.0484695435
epoch time: 14.3839282990s, input_fired_time: 0.1471965909, output_fired_time: 0.0000000000, propagate_forward_time: 13.2918014526, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9449300766
validation[          , genome  6919] predictions:    9613/  10000 (96.13%), best:    9689/10000 (96.89%), error:      1268.03479, best error:       973.18573 on epoch:    22, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 173.1670684814s, input_fired_time: 1.7812610865, output_fired_time: 1.7743337154, propagate_forward_time: 65.7201843262, propagate_backward_time: 99.8925018311, weight_update_time: 0.1298287064, other_time: 3.9987792969
epoch time: 19.1171894073s, input_fired_time: 0.2402196229, output_fired_time: 0.0000000000, propagate_forward_time: 17.3621978760, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5147724152
validation[          , genome  6919] predictions:    9675/  10000 (96.75%), best:    9689/10000 (96.89%), error:      1064.35107, best error:       973.18573 on epoch:    22, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 169.9332427979s, input_fired_time: 1.5890510082, output_fired_time: 1.6274999380, propagate_forward_time: 64.7563095093, propagate_backward_time: 98.3641815186, weight_update_time: 0.1319095790, other_time: 3.5961990356
epoch time: 14.6888170242s, input_fired_time: 0.1470946819, output_fired_time: 0.0000000000, propagate_forward_time: 14.0355796814, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5061426163
validation[          , genome  6919] predictions:    9716/  10000 (97.16%), best:    9716/10000 (97.16%), error:       968.91809, best error:       968.91809 on epoch:    33, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 172.1476135254s, input_fired_time: 1.6225004196, output_fired_time: 1.2449648380, propagate_forward_time: 65.5153884888, propagate_backward_time: 100.1564712524, weight_update_time: 0.4271217287, other_time: 3.6082916260
epoch time: 13.7218751907s, input_fired_time: 0.1456073076, output_fired_time: 0.0000000000, propagate_forward_time: 13.0700778961, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5061903000
validation[          , genome  6919] predictions:    9691/  10000 (96.91%), best:    9716/10000 (97.16%), error:      1027.64807, best error:       968.91809 on epoch:    33, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 180.7838745117s, input_fired_time: 1.6239595413, output_fired_time: 1.1827844381, propagate_forward_time: 67.0752105713, propagate_backward_time: 107.3101196289, weight_update_time: 0.1303248703, other_time: 3.5917968750
epoch time: 15.1334981918s, input_fired_time: 0.1475462168, output_fired_time: 0.0000000000, propagate_forward_time: 14.4768838882, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5090684891
validation[          , genome  6919] predictions:    9733/  10000 (97.33%), best:    9733/10000 (97.33%), error:       899.86823, best error:       899.86823 on epoch:    35, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 178.6335601807s, input_fired_time: 1.7313457727, output_fired_time: 1.7102614641, propagate_forward_time: 65.1413421631, propagate_backward_time: 106.6946563721, weight_update_time: 0.1302152872, other_time: 3.3559570313
epoch time: 14.0913295746s, input_fired_time: 0.1474382728, output_fired_time: 0.0000000000, propagate_forward_time: 13.4340744019, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5098171234
validation[          , genome  6919] predictions:    9671/  10000 (96.71%), best:    9733/10000 (97.33%), error:      1027.42322, best error:       899.86823 on epoch:    35, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 174.1105041504s, input_fired_time: 1.8869301081, output_fired_time: 1.8840479851, propagate_forward_time: 64.4278411865, propagate_backward_time: 101.6277236938, weight_update_time: 0.1302280873, other_time: 4.2839584351
epoch time: 15.0868806839s, input_fired_time: 0.4444079101, output_fired_time: 0.0000000000, propagate_forward_time: 13.6498889923, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9925842285
validation[          , genome  6919] predictions:    9706/  10000 (97.06%), best:    9733/10000 (97.33%), error:       990.67914, best error:       899.86823 on epoch:    35, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 180.4219665527s, input_fired_time: 1.5760136843, output_fired_time: 1.4435297251, propagate_forward_time: 68.6834030151, propagate_backward_time: 104.9940948486, weight_update_time: 0.1301210970, other_time: 3.7249221802
epoch time: 17.8155689240s, input_fired_time: 0.2411822379, output_fired_time: 0.0000000000, propagate_forward_time: 16.7973213196, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7770652771
validation[          , genome  6919] predictions:    9653/  10000 (96.53%), best:    9733/10000 (97.33%), error:      1144.46008, best error:       899.86823 on epoch:    35, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 171.4626464844s, input_fired_time: 1.8280655146, output_fired_time: 1.4937485456, propagate_forward_time: 65.7621383667, propagate_backward_time: 98.8647766113, weight_update_time: 0.1615262628, other_time: 3.5139236450
epoch time: 13.4876260757s, input_fired_time: 0.3972775042, output_fired_time: 0.0000000000, propagate_forward_time: 12.3171968460, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7731513977
validation[          , genome  6919] predictions:    9606/  10000 (96.06%), best:    9733/10000 (97.33%), error:      1248.40100, best error:       899.86823 on epoch:    35, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 164.4404144287s, input_fired_time: 1.4379892349, output_fired_time: 1.1308132410, propagate_forward_time: 63.8198204041, propagate_backward_time: 93.7408599854, weight_update_time: 0.1301323473, other_time: 4.3109283447
epoch time: 13.0753850937s, input_fired_time: 0.1470972598, output_fired_time: 0.0000000000, propagate_forward_time: 12.1679725647, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7603149414
validation[          , genome  6919] predictions:    9663/  10000 (96.63%), best:    9733/10000 (97.33%), error:      1065.10706, best error:       899.86823 on epoch:    35, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 162.6726989746s, input_fired_time: 2.3716757298, output_fired_time: 1.6196734905, propagate_forward_time: 61.9556236267, propagate_backward_time: 92.9833526611, weight_update_time: 0.1739206314, other_time: 3.7423706055
epoch time: 8.1943883896s, input_fired_time: 0.1337680966, output_fired_time: 0.0000000000, propagate_forward_time: 7.5977354050, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4628849030
validation[          , genome  6919] predictions:    9733/  10000 (97.33%), best:    9733/10000 (97.33%), error:       884.69159, best error:       884.69159 on epoch:    41, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 97.9578170776s, input_fired_time: 1.0417544842, output_fired_time: 0.9057042003, propagate_forward_time: 36.4218101501, propagate_backward_time: 57.1291427612, weight_update_time: 0.1129418463, other_time: 2.4594078064
epoch time: 8.5877923965s, input_fired_time: 0.1362621337, output_fired_time: 0.0000000000, propagate_forward_time: 7.9840302467, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4675002098
validation[          , genome  6919] predictions:    9689/  10000 (96.89%), best:    9733/10000 (97.33%), error:      1049.33130, best error:       884.69159 on epoch:    41, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 104.6682434082s, input_fired_time: 1.0684130192, output_fired_time: 0.9474964142, propagate_forward_time: 38.9620208740, propagate_backward_time: 60.9727745056, weight_update_time: 0.1169221625, other_time: 2.7175407410
epoch time: 9.3731384277s, input_fired_time: 0.1343630850, output_fired_time: 0.0000000000, propagate_forward_time: 8.7784795761, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4602956772
validation[          , genome  6919] predictions:    9748/  10000 (97.48%), best:    9748/10000 (97.48%), error:       874.09039, best error:       874.09039 on epoch:    43, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 108.7888412476s, input_fired_time: 1.2208623886, output_fired_time: 1.0314126015, propagate_forward_time: 40.3268661499, propagate_backward_time: 63.2040710449, weight_update_time: 0.1188452542, other_time: 3.0056304932
epoch time: 10.0187635422s, input_fired_time: 0.1290228665, output_fired_time: 0.0000000000, propagate_forward_time: 8.7430543900, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1466865540
validation[          , genome  6919] predictions:    9639/  10000 (96.39%), best:    9748/10000 (97.48%), error:      1209.84424, best error:       874.09039 on epoch:    43, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 105.5187072754s, input_fired_time: 1.1062490940, output_fired_time: 1.0852450132, propagate_forward_time: 39.3347702026, propagate_backward_time: 61.2801055908, weight_update_time: 0.1152647361, other_time: 2.7123413086
epoch time: 11.7798137665s, input_fired_time: 0.1756104678, output_fired_time: 0.0000000000, propagate_forward_time: 10.7238016129, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8804016113
validation[          , genome  6919] predictions:    9706/  10000 (97.06%), best:    9748/10000 (97.48%), error:       976.27258, best error:       874.09039 on epoch:    43, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 102.4915313721s, input_fired_time: 1.1179908514, output_fired_time: 0.9423347712, propagate_forward_time: 38.2041091919, propagate_backward_time: 59.6198310852, weight_update_time: 0.1172830909, other_time: 2.6072654724
epoch time: 7.9885306358s, input_fired_time: 0.1322044581, output_fired_time: 0.0000000000, propagate_forward_time: 7.4031672478, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4531588554
validation[          , genome  6919] predictions:    9689/  10000 (96.89%), best:    9748/10000 (97.48%), error:      1051.82886, best error:       874.09039 on epoch:    43, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 104.6189956665s, input_fired_time: 1.0694171190, output_fired_time: 0.9382464886, propagate_forward_time: 39.3623771667, propagate_backward_time: 60.7225494385, weight_update_time: 0.1168407276, other_time: 2.5264015198
epoch time: 8.3254184723s, input_fired_time: 0.1332049370, output_fired_time: 0.0000000000, propagate_forward_time: 7.4407753944, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7514376640
validation[          , genome  6919] predictions:    9679/  10000 (96.79%), best:    9748/10000 (97.48%), error:       975.24152, best error:       874.09039 on epoch:    43, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 103.9156188965s, input_fired_time: 1.1544368267, output_fired_time: 0.9487580061, propagate_forward_time: 38.8576354980, propagate_backward_time: 60.4084167480, weight_update_time: 0.1177167743, other_time: 2.5463714600
epoch time: 8.5408525467s, input_fired_time: 0.1242744625, output_fired_time: 0.0000000000, propagate_forward_time: 7.7413821220, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6751961708
validation[          , genome  6919] predictions:    9714/  10000 (97.14%), best:    9748/10000 (97.48%), error:       911.91681, best error:       874.09039 on epoch:    43, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 103.7185668945s, input_fired_time: 1.0755141973, output_fired_time: 1.0075339079, propagate_forward_time: 38.8563728333, propagate_backward_time: 60.1630096436, weight_update_time: 0.1172231734, other_time: 2.6161384583
epoch time: 8.0459699631s, input_fired_time: 0.1310309321, output_fired_time: 0.0000000000, propagate_forward_time: 7.4652838707, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4496550560
validation[          , genome  6919] predictions:    9680/  10000 (96.80%), best:    9748/10000 (97.48%), error:      1058.59741, best error:       874.09039 on epoch:    43, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 105.9630966187s, input_fired_time: 1.1720296144, output_fired_time: 0.9670213461, propagate_forward_time: 39.8424034119, propagate_backward_time: 61.3879661560, weight_update_time: 0.1202240884, other_time: 2.5936813354
epoch time: 8.7751054764s, input_fired_time: 0.1414948702, output_fired_time: 0.0000000000, propagate_forward_time: 8.1493530273, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4842576981
validation[          , genome  6919] predictions:    9705/  10000 (97.05%), best:    9748/10000 (97.48%), error:       937.32861, best error:       874.09039 on epoch:    43, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 107.3005599976s, input_fired_time: 1.1344872713, output_fired_time: 1.0221267939, propagate_forward_time: 40.1936340332, propagate_backward_time: 62.3301124573, weight_update_time: 0.1193833426, other_time: 2.6201972961
epoch time: 8.6823158264s, input_fired_time: 0.1340630800, output_fired_time: 0.0000000000, propagate_forward_time: 8.0919723511, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4562807083
validation[          , genome  6919] predictions:    9712/  10000 (97.12%), best:    9748/10000 (97.48%), error:       947.79901, best error:       874.09039 on epoch:    43, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 105.4661636353s, input_fired_time: 1.1698411703, output_fired_time: 0.9437341094, propagate_forward_time: 39.3545951843, propagate_backward_time: 61.3212165833, weight_update_time: 0.1174879298, other_time: 2.6767807007
epoch time: 9.2241258621s, input_fired_time: 0.1350338012, output_fired_time: 0.0000000000, propagate_forward_time: 8.6270627975, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4620294571
validation[          , genome  6919] predictions:    9692/  10000 (96.92%), best:    9748/10000 (97.48%), error:      1003.04456, best error:       874.09039 on epoch:    43, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 103.7300262451s, input_fired_time: 1.1110980511, output_fired_time: 0.9274600148, propagate_forward_time: 38.8738403320, propagate_backward_time: 60.2667388916, weight_update_time: 0.1156016812, other_time: 2.5508880615
epoch time: 9.6744556427s, input_fired_time: 0.1333979368, output_fired_time: 0.0000000000, propagate_forward_time: 9.0896482468, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4514093399
validation[          , genome  6919] predictions:    9703/  10000 (97.03%), best:    9748/10000 (97.48%), error:       993.54364, best error:       874.09039 on epoch:    43, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 103.7564926147s, input_fired_time: 1.0710875988, output_fired_time: 0.9297039509, propagate_forward_time: 39.0053825378, propagate_backward_time: 60.1860198975, weight_update_time: 0.1162559986, other_time: 2.5642967224
epoch time: 8.6431961060s, input_fired_time: 0.1358054727, output_fired_time: 0.0000000000, propagate_forward_time: 8.0396871567, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4677038193
validation[          , genome  6919] predictions:    9721/  10000 (97.21%), best:    9748/10000 (97.48%), error:       933.78973, best error:       874.09039 on epoch:    43, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 129.9447326660s, input_fired_time: 1.4068911076, output_fired_time: 0.9840173125, propagate_forward_time: 49.1628494263, propagate_backward_time: 74.7665557861, weight_update_time: 0.1227313131, other_time: 3.6244201660
epoch time: 13.0081338882s, input_fired_time: 0.1453446150, output_fired_time: 0.0000000000, propagate_forward_time: 12.1137113571, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7490777969
validation[          , genome  6919] predictions:    9719/  10000 (97.19%), best:    9748/10000 (97.48%), error:       928.94586, best error:       874.09039 on epoch:    43, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 174.3703002930s, input_fired_time: 1.4726591110, output_fired_time: 1.6807090044, propagate_forward_time: 68.0628128052, propagate_backward_time: 99.5909652710, weight_update_time: 0.1301574558, other_time: 3.5631561279
epoch time: 17.7801723480s, input_fired_time: 0.1491862237, output_fired_time: 0.0000000000, propagate_forward_time: 16.5421504974, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0888347626
validation[          , genome  6919] predictions:    9708/  10000 (97.08%), best:    9748/10000 (97.48%), error:       936.95020, best error:       874.09039 on epoch:    43, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 175.0752716064s, input_fired_time: 1.8471764326, output_fired_time: 2.1943695545, propagate_forward_time: 67.5772781372, propagate_backward_time: 99.3025512695, weight_update_time: 0.1302726567, other_time: 4.1538925171
epoch time: 13.9009513855s, input_fired_time: 0.3985133767, output_fired_time: 0.0000000000, propagate_forward_time: 11.7438659668, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7585716248
validation[          , genome  6919] predictions:    9697/  10000 (96.97%), best:    9748/10000 (97.48%), error:       992.00562, best error:       874.09039 on epoch:    43, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 164.3125457764s, input_fired_time: 1.4149085283, output_fired_time: 1.1169490814, propagate_forward_time: 61.3259925842, propagate_backward_time: 95.9294891357, weight_update_time: 0.1301148832, other_time: 4.5252227783
epoch time: 15.6051149368s, input_fired_time: 0.2112123668, output_fired_time: 0.0000000000, propagate_forward_time: 14.6279420853, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7659606934
validation[          , genome  6919] predictions:    9694/  10000 (96.94%), best:    9748/10000 (97.48%), error:       923.79132, best error:       874.09039 on epoch:    43, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 114.7570419312s, input_fired_time: 1.0677651167, output_fired_time: 1.0311779976, propagate_forward_time: 43.1383819580, propagate_backward_time: 66.3423919678, weight_update_time: 0.1153937951, other_time: 3.1773223877
epoch time: 8.5974845886s, input_fired_time: 0.1315404028, output_fired_time: 0.0000000000, propagate_forward_time: 8.0223503113, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4435939789
validation[          , genome  6919] predictions:    9704/  10000 (97.04%), best:    9748/10000 (97.48%), error:       967.36615, best error:       874.09039 on epoch:    43, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 103.3001708984s, input_fired_time: 1.1813954115, output_fired_time: 1.0872404575, propagate_forward_time: 38.1288375854, propagate_backward_time: 60.1562500000, weight_update_time: 0.1143657342, other_time: 2.7464447021
epoch time: 8.2076292038s, input_fired_time: 0.1366010904, output_fired_time: 0.0000000000, propagate_forward_time: 7.6092629433, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4617648125
validation[          , genome  6919] predictions:    9668/  10000 (96.68%), best:    9748/10000 (97.48%), error:      1080.82861, best error:       874.09039 on epoch:    43, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 103.5593414307s, input_fired_time: 1.0671056509, output_fired_time: 0.9279338717, propagate_forward_time: 38.7004585266, propagate_backward_time: 60.2822265625, weight_update_time: 0.1154608577, other_time: 2.5816154480
epoch time: 9.3072862625s, input_fired_time: 0.1465785801, output_fired_time: 0.0000000000, propagate_forward_time: 8.6592607498, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5014467239
validation[          , genome  6919] predictions:    9729/  10000 (97.29%), best:    9748/10000 (97.48%), error:       910.05359, best error:       874.09039 on epoch:    43, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 105.5660018921s, input_fired_time: 1.1366219521, output_fired_time: 0.9110342264, propagate_forward_time: 39.4785766602, propagate_backward_time: 61.2943687439, weight_update_time: 0.1922933757, other_time: 2.7454032898
epoch time: 8.9237470627s, input_fired_time: 0.1923709661, output_fired_time: 0.0000000000, propagate_forward_time: 8.2139806747, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5173950195
validation[          , genome  6919] predictions:    9721/  10000 (97.21%), best:    9748/10000 (97.48%), error:       904.43121, best error:       874.09039 on epoch:    43, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 102.8434524536s, input_fired_time: 1.0596210957, output_fired_time: 0.9201241732, propagate_forward_time: 38.5142097473, propagate_backward_time: 59.7876167297, weight_update_time: 0.1143502891, other_time: 2.5618743896
epoch time: 9.1899881363s, input_fired_time: 0.1392276883, output_fired_time: 0.0000000000, propagate_forward_time: 8.4019336700, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6488265991
validation[          , genome  6919] predictions:    9736/  10000 (97.36%), best:    9748/10000 (97.48%), error:       907.80487, best error:       874.09039 on epoch:    43, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 102.3967742920s, input_fired_time: 1.0626318455, output_fired_time: 0.9229512811, propagate_forward_time: 38.3197402954, propagate_backward_time: 59.6050720215, weight_update_time: 0.1145315692, other_time: 2.4863815308
epoch time: 8.6170063019s, input_fired_time: 0.1340189874, output_fired_time: 0.0000000000, propagate_forward_time: 8.0293779373, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4536094666
validation[          , genome  6919] predictions:    9725/  10000 (97.25%), best:    9748/10000 (97.48%), error:       943.13666, best error:       874.09039 on epoch:    43, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 104.3755340576s, input_fired_time: 1.3162211180, output_fired_time: 1.0169260502, propagate_forward_time: 39.0032768250, propagate_backward_time: 60.5378532410, weight_update_time: 0.1154352278, other_time: 2.5012512207
epoch time: 8.4166297913s, input_fired_time: 0.1274658144, output_fired_time: 0.0000000000, propagate_forward_time: 7.8587803841, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4303832054
validation[          , genome  6919] predictions:    9736/  10000 (97.36%), best:    9736/10000 (97.36%), error:       869.00159, best error:       869.00159 on epoch:    65, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 104.5003814697s, input_fired_time: 1.0634930134, output_fired_time: 0.9209722877, propagate_forward_time: 39.0293807983, propagate_backward_time: 60.8911514282, weight_update_time: 0.1143390536, other_time: 2.5953826904
epoch time: 7.8019409180s, input_fired_time: 0.1280920058, output_fired_time: 0.0000000000, propagate_forward_time: 7.2409133911, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4329357147
validation[          , genome  6919] predictions:    9710/  10000 (97.10%), best:    9736/10000 (97.36%), error:       949.06702, best error:       869.00159 on epoch:    65, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 100.6186752319s, input_fired_time: 1.0653071404, output_fired_time: 0.9258708954, propagate_forward_time: 37.5956993103, propagate_backward_time: 58.5311088562, weight_update_time: 0.1150240675, other_time: 2.5006866455
epoch time: 7.5829052925s, input_fired_time: 0.1291186064, output_fired_time: 0.0000000000, propagate_forward_time: 7.0177350044, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4360518456
validation[          , genome  6919] predictions:    9699/  10000 (96.99%), best:    9736/10000 (97.36%), error:       951.19897, best error:       869.00159 on epoch:    65, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 105.5188217163s, input_fired_time: 1.2064002752, output_fired_time: 0.9398719668, propagate_forward_time: 39.4432868958, propagate_backward_time: 61.3411788940, weight_update_time: 0.1196393296, other_time: 2.5880851746
epoch time: 8.2888479233s, input_fired_time: 0.1339007467, output_fired_time: 0.0000000000, propagate_forward_time: 7.6984062195, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4565410614
validation[          , genome  6919] predictions:    9667/  10000 (96.67%), best:    9736/10000 (97.36%), error:      1117.98389, best error:       869.00159 on epoch:    65, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 106.4739685059s, input_fired_time: 1.0873097181, output_fired_time: 0.9482407570, propagate_forward_time: 39.9974441528, propagate_backward_time: 61.8371849060, weight_update_time: 0.1181622446, other_time: 2.6037864685
epoch time: 8.2147912979s, input_fired_time: 0.1373065859, output_fired_time: 0.0000000000, propagate_forward_time: 7.6138286591, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4636564255
validation[          , genome  6919] predictions:    9669/  10000 (96.69%), best:    9736/10000 (97.36%), error:      1056.30688, best error:       869.00159 on epoch:    65, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 106.5676879883s, input_fired_time: 1.0789306164, output_fired_time: 0.9830310345, propagate_forward_time: 39.9741020203, propagate_backward_time: 61.9066581726, weight_update_time: 0.1166947857, other_time: 2.6249580383
epoch time: 8.6589546204s, input_fired_time: 0.1338126957, output_fired_time: 0.0000000000, propagate_forward_time: 8.0735368729, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4516048431
validation[          , genome  6919] predictions:    9711/  10000 (97.11%), best:    9736/10000 (97.36%), error:       953.04346, best error:       869.00159 on epoch:    65, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 106.1270141602s, input_fired_time: 1.1297214031, output_fired_time: 0.9866540432, propagate_forward_time: 39.6782073975, propagate_backward_time: 61.6584129333, weight_update_time: 0.1171049401, other_time: 2.6740150452
epoch time: 8.3282613754s, input_fired_time: 0.1369062513, output_fired_time: 0.0000000000, propagate_forward_time: 7.7277894020, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4635653496
validation[          , genome  6919] predictions:    9706/  10000 (97.06%), best:    9736/10000 (97.36%), error:       973.95740, best error:       869.00159 on epoch:    65, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 105.1411590576s, input_fired_time: 1.1314593554, output_fired_time: 1.0382504463, propagate_forward_time: 39.1605224609, propagate_backward_time: 61.1226501465, weight_update_time: 0.1174192727, other_time: 2.6882705688
epoch time: 7.9302768707s, input_fired_time: 0.1313248277, output_fired_time: 0.0000000000, propagate_forward_time: 7.3598546982, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4390974045
validation[          , genome  6919] predictions:    9703/  10000 (97.03%), best:    9736/10000 (97.36%), error:       999.06958, best error:       869.00159 on epoch:    65, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 103.4107437134s, input_fired_time: 1.1565716267, output_fired_time: 0.9313441515, propagate_forward_time: 38.3916473389, propagate_backward_time: 60.3193092346, weight_update_time: 0.1164900288, other_time: 2.6118736267
epoch time: 8.8487300873s, input_fired_time: 0.1431778669, output_fired_time: 0.0000000000, propagate_forward_time: 8.2248430252, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4807090759
validation[          , genome  6919] predictions:    9704/  10000 (97.04%), best:    9736/10000 (97.36%), error:       985.17694, best error:       869.00159 on epoch:    65, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 106.9984054565s, input_fired_time: 1.1500974894, output_fired_time: 0.9783694744, propagate_forward_time: 40.2750816345, propagate_backward_time: 62.0049934387, weight_update_time: 0.1198819876, other_time: 2.5898551941
epoch time: 8.5050783157s, input_fired_time: 0.1383285969, output_fired_time: 0.0000000000, propagate_forward_time: 7.9005494118, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4662003517
validation[          , genome  6919] predictions:    9695/  10000 (96.95%), best:    9736/10000 (97.36%), error:       992.54932, best error:       869.00159 on epoch:    65, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 102.9699096680s, input_fired_time: 1.0927507877, output_fired_time: 0.9495474100, propagate_forward_time: 38.5372047424, propagate_backward_time: 59.8405838013, weight_update_time: 0.1178580374, other_time: 2.5498237610
epoch time: 7.4384808540s, input_fired_time: 0.1280700415, output_fired_time: 0.0000000000, propagate_forward_time: 6.8794336319, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4309773445
validation[          , genome  6919] predictions:    9677/  10000 (96.77%), best:    9736/10000 (97.36%), error:      1075.21082, best error:       869.00159 on epoch:    65, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 101.6739578247s, input_fired_time: 1.1781574488, output_fired_time: 0.9174880385, propagate_forward_time: 37.8970909119, propagate_backward_time: 59.1622314453, weight_update_time: 0.1145991683, other_time: 2.5189933777
epoch time: 8.7555274963s, input_fired_time: 0.1785729825, output_fired_time: 0.0000000000, propagate_forward_time: 7.9584078789, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6185469627
validation[          , genome  6919] predictions:    9707/  10000 (97.07%), best:    9736/10000 (97.36%), error:       946.19678, best error:       869.00159 on epoch:    65, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 104.5232238770s, input_fired_time: 1.1113358736, output_fired_time: 0.9725641608, propagate_forward_time: 39.1530456543, propagate_backward_time: 60.7007293701, weight_update_time: 0.1192702129, other_time: 2.5855484009
epoch time: 7.8709840775s, input_fired_time: 0.1339504123, output_fired_time: 0.0000000000, propagate_forward_time: 7.2879476547, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4490861893
validation[          , genome  6919] predictions:    9711/  10000 (97.11%), best:    9736/10000 (97.36%), error:       927.27759, best error:       869.00159 on epoch:    65, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 100.9886627197s, input_fired_time: 1.1148718596, output_fired_time: 0.9411395788, propagate_forward_time: 37.6571197510, propagate_backward_time: 58.7467613220, weight_update_time: 0.1168227941, other_time: 2.5287742615
epoch time: 9.1261548996s, input_fired_time: 0.1851701140, output_fired_time: 0.0000000000, propagate_forward_time: 8.4794921875, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4614925385
validation[          , genome  6919] predictions:    9685/  10000 (96.85%), best:    9736/10000 (97.36%), error:      1007.73859, best error:       869.00159 on epoch:    65, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 102.5097732544s, input_fired_time: 1.1263025999, output_fired_time: 0.9510332346, propagate_forward_time: 38.0592994690, propagate_backward_time: 59.7420463562, weight_update_time: 0.1162354276, other_time: 2.6310882568
epoch time: 8.1384267807s, input_fired_time: 0.1373102218, output_fired_time: 0.0000000000, propagate_forward_time: 7.5399980545, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4611186981
validation[          , genome  6919] predictions:    9711/  10000 (97.11%), best:    9736/10000 (97.36%), error:       927.92194, best error:       869.00159 on epoch:    65, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 103.2856292725s, input_fired_time: 1.0843434334, output_fired_time: 0.9831334949, propagate_forward_time: 38.5934906006, propagate_backward_time: 60.0426635742, weight_update_time: 0.1165651754, other_time: 2.5820007324
epoch time: 9.1836185455s, input_fired_time: 0.1740114540, output_fired_time: 0.0000000000, propagate_forward_time: 8.5296058655, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4800014496
validation[          , genome  6919] predictions:    9698/  10000 (96.98%), best:    9736/10000 (97.36%), error:      1039.34802, best error:       869.00159 on epoch:    65, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 105.0407257080s, input_fired_time: 1.1013513803, output_fired_time: 0.9631046057, propagate_forward_time: 39.4249267578, propagate_backward_time: 60.9731140137, weight_update_time: 0.1193643510, other_time: 2.5782318115
epoch time: 8.8983898163s, input_fired_time: 0.1819874644, output_fired_time: 0.0000000000, propagate_forward_time: 8.2623443604, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4540576935
validation[          , genome  6919] predictions:    9715/  10000 (97.15%), best:    9736/10000 (97.36%), error:       961.91425, best error:       869.00159 on epoch:    65, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 107.8975601196s, input_fired_time: 1.1212661266, output_fired_time: 0.9841316342, propagate_forward_time: 40.4882812500, propagate_backward_time: 62.6358871460, weight_update_time: 0.1221174374, other_time: 2.6679916382
epoch time: 8.4820957184s, input_fired_time: 0.1632920206, output_fired_time: 0.0000000000, propagate_forward_time: 7.7680382729, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5507655144
validation[          , genome  6919] predictions:    9729/  10000 (97.29%), best:    9736/10000 (97.36%), error:       906.59259, best error:       869.00159 on epoch:    65, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 106.4862823486s, input_fired_time: 1.1162680387, output_fired_time: 0.9815049767, propagate_forward_time: 39.8748474121, propagate_backward_time: 61.8872375488, weight_update_time: 0.1235556901, other_time: 2.6264266968
epoch time: 8.1874227524s, input_fired_time: 0.1378995180, output_fired_time: 0.0000000000, propagate_forward_time: 7.5897521973, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4597711563
validation[          , genome  6919] predictions:    9739/  10000 (97.39%), best:    9739/10000 (97.39%), error:       861.12457, best error:       861.12457 on epoch:    83, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 112.8348159790s, input_fired_time: 1.3669928312, output_fired_time: 0.9786460400, propagate_forward_time: 41.8179817200, propagate_backward_time: 65.9656600952, weight_update_time: 0.1232970878, other_time: 2.7055435181
epoch time: 16.2461090088s, input_fired_time: 0.1978648603, output_fired_time: 0.0000000000, propagate_forward_time: 15.2909469604, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7572975159
validation[          , genome  6919] predictions:    9708/  10000 (97.08%), best:    9739/10000 (97.39%), error:       933.20386, best error:       861.12457 on epoch:    83, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 188.3320465088s, input_fired_time: 1.8631616831, output_fired_time: 1.8958305120, propagate_forward_time: 71.0124816895, propagate_backward_time: 109.7407226563, weight_update_time: 0.1767888814, other_time: 3.8198547363
epoch time: 13.6664829254s, input_fired_time: 0.1517590135, output_fired_time: 0.0000000000, propagate_forward_time: 13.0053977966, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5093259811
validation[          , genome  6919] predictions:    9731/  10000 (97.31%), best:    9739/10000 (97.39%), error:       888.78796, best error:       861.12457 on epoch:    83, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 190.6362609863s, input_fired_time: 1.5094287395, output_fired_time: 1.2138340473, propagate_forward_time: 73.2635269165, propagate_backward_time: 110.4767303467, weight_update_time: 0.1770349145, other_time: 4.1727371216
epoch time: 13.1927928925s, input_fired_time: 0.1511544138, output_fired_time: 0.0000000000, propagate_forward_time: 12.5342607498, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5073776245
validation[          , genome  6919] predictions:    9736/  10000 (97.36%), best:    9739/10000 (97.39%), error:       870.40332, best error:       861.12457 on epoch:    83, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 178.5967864990s, input_fired_time: 3.5302414894, output_fired_time: 1.1773149967, propagate_forward_time: 66.5124130249, propagate_backward_time: 103.2808914185, weight_update_time: 0.1300442666, other_time: 4.0959167480
epoch time: 16.0981655121s, input_fired_time: 0.4022174478, output_fired_time: 0.0000000000, propagate_forward_time: 14.7392873764, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9566602707
validation[          , genome  6919] predictions:    9707/  10000 (97.07%), best:    9739/10000 (97.39%), error:       931.46710, best error:       861.12457 on epoch:    83, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 183.3236236572s, input_fired_time: 2.8358364105, output_fired_time: 1.3646112680, propagate_forward_time: 69.1726074219, propagate_backward_time: 105.5771331787, weight_update_time: 0.1299014091, other_time: 4.3734436035
epoch time: 13.1539096832s, input_fired_time: 0.4013725221, output_fired_time: 0.0000000000, propagate_forward_time: 12.2457532883, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5067834854
validation[          , genome  6919] predictions:    9730/  10000 (97.30%), best:    9739/10000 (97.39%), error:       886.55621, best error:       861.12457 on epoch:    83, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 174.1581268311s, input_fired_time: 1.9100267887, output_fired_time: 1.8500632048, propagate_forward_time: 66.2312240601, propagate_backward_time: 100.1202697754, weight_update_time: 0.1303355843, other_time: 4.0465316772
epoch time: 14.3633947372s, input_fired_time: 0.4946404397, output_fired_time: 0.0000000000, propagate_forward_time: 13.3625192642, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5062351227
validation[          , genome  6919] predictions:    9731/  10000 (97.31%), best:    9739/10000 (97.39%), error:       895.55713, best error:       861.12457 on epoch:    83, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 176.3044281006s, input_fired_time: 2.8032076359, output_fired_time: 1.9790550470, propagate_forward_time: 66.8201828003, propagate_backward_time: 100.1576766968, weight_update_time: 0.1302593201, other_time: 4.5443115234
epoch time: 18.1198749542s, input_fired_time: 0.1525588185, output_fired_time: 0.0000000000, propagate_forward_time: 16.2553958893, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7119197845
validation[          , genome  6919] predictions:    9690/  10000 (96.90%), best:    9739/10000 (97.39%), error:       953.34418, best error:       861.12457 on epoch:    83, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 173.2810821533s, input_fired_time: 2.0687103271, output_fired_time: 1.4604107141, propagate_forward_time: 64.7365951538, propagate_backward_time: 101.0657119751, weight_update_time: 0.1300698817, other_time: 3.9496612549
epoch time: 13.9622640610s, input_fired_time: 0.1514067352, output_fired_time: 0.0000000000, propagate_forward_time: 12.3659791946, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4448785782
validation[          , genome  6919] predictions:    9721/  10000 (97.21%), best:    9739/10000 (97.39%), error:       931.21832, best error:       861.12457 on epoch:    83, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 165.7381286621s, input_fired_time: 1.3968267441, output_fired_time: 1.7260172367, propagate_forward_time: 62.3502731323, propagate_backward_time: 96.1325912476, weight_update_time: 0.1767866313, other_time: 4.1324310303
epoch time: 14.0921325684s, input_fired_time: 0.2130340487, output_fired_time: 0.0000000000, propagate_forward_time: 13.3698329926, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5092658997
validation[          , genome  6919] predictions:    9460/  10000 (94.60%), best:    9739/10000 (97.39%), error:      1717.53491, best error:       861.12457 on epoch:    83, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 171.1827697754s, input_fired_time: 1.7822157145, output_fired_time: 1.1012816429, propagate_forward_time: 64.2126693726, propagate_backward_time: 100.0878982544, weight_update_time: 0.1299321353, other_time: 3.9987030029
epoch time: 14.9759635925s, input_fired_time: 0.1507780701, output_fired_time: 0.0000000000, propagate_forward_time: 14.3181810379, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5070047379
validation[          , genome  6919] predictions:    9665/  10000 (96.65%), best:    9739/10000 (97.39%), error:      1132.56140, best error:       861.12457 on epoch:    83, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 177.3163909912s, input_fired_time: 1.8382844925, output_fired_time: 1.5221047401, propagate_forward_time: 68.1901016235, propagate_backward_time: 101.6599884033, weight_update_time: 0.1298737526, other_time: 4.1059036255
epoch time: 13.9347543716s, input_fired_time: 0.4016413093, output_fired_time: 0.0000000000, propagate_forward_time: 12.6803197861, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8527936935
validation[          , genome  6919] predictions:    9687/  10000 (96.87%), best:    9739/10000 (97.39%), error:       982.21417, best error:       861.12457 on epoch:    83, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 162.4004364014s, input_fired_time: 1.7341576815, output_fired_time: 1.6013717651, propagate_forward_time: 60.4954261780, propagate_backward_time: 94.5105895996, weight_update_time: 0.1299746186, other_time: 4.0588989258
epoch time: 13.7884626389s, input_fired_time: 0.1517308652, output_fired_time: 0.0000000000, propagate_forward_time: 12.9392633438, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6974687576
validation[          , genome  6919] predictions:    9619/  10000 (96.19%), best:    9739/10000 (97.39%), error:      1209.57263, best error:       861.12457 on epoch:    83, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 174.0846862793s, input_fired_time: 1.5330991745, output_fired_time: 1.5793656111, propagate_forward_time: 65.5013046265, propagate_backward_time: 101.5080642700, weight_update_time: 0.4110947251, other_time: 3.9628601074
epoch time: 12.6238965988s, input_fired_time: 0.1502368450, output_fired_time: 0.0000000000, propagate_forward_time: 11.4662580490, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0074014664
validation[          , genome  6919] predictions:    9712/  10000 (97.12%), best:    9739/10000 (97.39%), error:       929.23059, best error:       861.12457 on epoch:    83, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 169.5496978760s, input_fired_time: 1.5182955265, output_fired_time: 1.9603506327, propagate_forward_time: 64.1973114014, propagate_backward_time: 97.2596435547, weight_update_time: 0.2082924694, other_time: 4.6140899658
epoch time: 15.0427532196s, input_fired_time: 0.2452659607, output_fired_time: 0.0000000000, propagate_forward_time: 13.8997240067, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8977632523
validation[          , genome  6919] predictions:    9701/  10000 (97.01%), best:    9739/10000 (97.39%), error:      1010.69751, best error:       861.12457 on epoch:    83, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 162.8076477051s, input_fired_time: 1.1776566505, output_fired_time: 1.3029904366, propagate_forward_time: 61.4762039185, propagate_backward_time: 94.6691055298, weight_update_time: 0.1300412118, other_time: 4.1816864014
epoch time: 14.3585443497s, input_fired_time: 0.1521497369, output_fired_time: 0.0000000000, propagate_forward_time: 13.4447622299, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7616319656
validation[          , genome  6919] predictions:    9714/  10000 (97.14%), best:    9739/10000 (97.39%), error:       894.13824, best error:       861.12457 on epoch:    83, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 169.6975402832s, input_fired_time: 1.6810518503, output_fired_time: 1.6787019968, propagate_forward_time: 65.6521987915, propagate_backward_time: 97.1580429077, weight_update_time: 0.3801635206, other_time: 3.5275573730
epoch time: 15.2561063766s, input_fired_time: 0.1546180695, output_fired_time: 0.0000000000, propagate_forward_time: 14.5940198898, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5074682236
validation[          , genome  6919] predictions:    9692/  10000 (96.92%), best:    9739/10000 (97.39%), error:       968.29236, best error:       861.12457 on epoch:    83, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 167.6225433350s, input_fired_time: 1.6865805387, output_fired_time: 1.6436730623, propagate_forward_time: 62.0378684998, propagate_backward_time: 97.6493377686, weight_update_time: 0.1298773438, other_time: 4.6050720215
epoch time: 13.2119216919s, input_fired_time: 0.1528890580, output_fired_time: 0.0000000000, propagate_forward_time: 12.3020095825, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7570228577
validation[          , genome  6919] predictions:    9711/  10000 (97.11%), best:    9739/10000 (97.39%), error:       960.30933, best error:       861.12457 on epoch:    83, 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: 67.1894378662s, input_fired_time: 1.0076378584, output_fired_time: 0.0000000000, propagate_forward_time: 62.8122062683, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.3695945740
best training[          , genome  6919] predictions:   49437/  50000 (98.87%), best:    9739/10000 (97.39%), error:      2245.11035, best error:       861.12457 on epoch:    83, 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: 13.1827306747s, input_fired_time: 0.1496639252, output_fired_time: 0.0000000000, propagate_forward_time: 12.5251731873, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5078935623
   testing[          , genome  6919] predictions:    9769/  10000 (97.69%), best:    9739/10000 (97.39%), error:       832.84613, best error:       861.12457 on epoch:    83, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
14:50:23 (9864): called boinc_finish(0)

</stderr_txt>
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