Nameexact_genome_1512568488_44_6734_1
Workunit2604982
Created7 Dec 2017, 21:35:30 UTC
Sent7 Dec 2017, 21:45:52 UTC
Report deadline16 Dec 2017, 19:51:35 UTC
Received8 Dec 2017, 10:38:35 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID65413
Run time3 hours 29 min 24 sec
CPU time3 hours 29 min 20 sec
Validate stateValid
Credit2,230.16
Device peak FLOPS3.73 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size152.31 MB
Peak swap size154.12 MB
Peak disk usage1.21 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
ime: 1.5891380310, output_fired_time: 1.1440575123, propagate_forward_time: 44.1045799255, propagate_backward_time: 66.4396362305, weight_update_time: 0.1172329932, other_time: 2.7592315674
epoch time: 11.0274171829s, input_fired_time: 0.1977659166, output_fired_time: 0.0000000000, propagate_forward_time: 10.2775688171, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5520820618
validation[          , genome  6734] predictions:    9673/  10000 (96.73%), best:    9752/10000 (97.52%), error:      1022.72583, best error:       840.70929 on epoch:    11, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 117.7953109741s, input_fired_time: 1.5984497070, output_fired_time: 1.1511751413, propagate_forward_time: 44.6161155701, propagate_backward_time: 67.5344085693, weight_update_time: 0.1125572398, other_time: 2.8951568604
epoch time: 11.5823192596s, input_fired_time: 0.2033666223, output_fired_time: 0.0000000000, propagate_forward_time: 10.7933292389, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5856237411
validation[          , genome  6734] predictions:    9694/  10000 (96.94%), best:    9752/10000 (97.52%), error:       951.42615, best error:       840.70929 on epoch:    11, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 120.7145004272s, input_fired_time: 1.6334532499, output_fired_time: 1.1877427101, propagate_forward_time: 46.1682472229, propagate_backward_time: 68.7104492188, weight_update_time: 0.1152128875, other_time: 3.0146026611
epoch time: 8.9511842728s, input_fired_time: 0.1692721248, output_fired_time: 0.0000000000, propagate_forward_time: 8.2947292328, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4871826172
validation[          , genome  6734] predictions:    9730/  10000 (97.30%), best:    9752/10000 (97.52%), error:       901.04297, best error:       840.70929 on epoch:    11, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 130.1588287354s, input_fired_time: 1.7004690170, output_fired_time: 1.2403883934, propagate_forward_time: 49.9643630981, propagate_backward_time: 74.2577133179, weight_update_time: 0.1239101291, other_time: 2.9958953857
epoch time: 8.8370399475s, input_fired_time: 0.1738873124, output_fired_time: 0.0000000000, propagate_forward_time: 8.1937313080, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4694213867
validation[          , genome  6734] predictions:    9716/  10000 (97.16%), best:    9752/10000 (97.52%), error:       922.97467, best error:       840.70929 on epoch:    11, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 119.8137130737s, input_fired_time: 1.6287832260, output_fired_time: 1.1780182123, propagate_forward_time: 45.9817314148, propagate_backward_time: 68.2338562012, weight_update_time: 0.1138127223, other_time: 2.7913208008
epoch time: 8.8734426498s, input_fired_time: 0.1667069793, output_fired_time: 0.0000000000, propagate_forward_time: 8.2430782318, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4636573792
validation[          , genome  6734] predictions:    9704/  10000 (97.04%), best:    9752/10000 (97.52%), error:       865.03857, best error:       840.70929 on epoch:    11, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 119.5147628784s, input_fired_time: 1.6323076487, output_fired_time: 1.1620856524, propagate_forward_time: 45.6034736633, propagate_backward_time: 68.3024902344, weight_update_time: 0.1150916591, other_time: 2.8144073486
epoch time: 8.8422079086s, input_fired_time: 0.1681064516, output_fired_time: 0.0000000000, propagate_forward_time: 8.2157316208, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4583702087
validation[          , genome  6734] predictions:    9717/  10000 (97.17%), best:    9752/10000 (97.52%), error:       918.85901, best error:       840.70929 on epoch:    11, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 112.2894821167s, input_fired_time: 1.5441203117, output_fired_time: 1.1037421227, propagate_forward_time: 42.0685691833, propagate_backward_time: 64.9170608521, weight_update_time: 0.1078971103, other_time: 2.6559829712
epoch time: 11.5637331009s, input_fired_time: 0.2063514143, output_fired_time: 0.0000000000, propagate_forward_time: 10.7985715866, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5588102341
validation[          , genome  6734] predictions:    9731/  10000 (97.31%), best:    9752/10000 (97.52%), error:       865.86322, best error:       840.70929 on epoch:    11, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 115.8658981323s, input_fired_time: 1.6187131405, output_fired_time: 1.1372774839, propagate_forward_time: 44.4306411743, propagate_backward_time: 65.9082031250, weight_update_time: 0.1133222654, other_time: 2.7710647583
epoch time: 8.0799827576s, input_fired_time: 0.1683528870, output_fired_time: 0.0000000000, propagate_forward_time: 7.4650053978, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4466242790
validation[          , genome  6734] predictions:    9756/  10000 (97.56%), best:    9756/10000 (97.56%), error:       789.50745, best error:       789.50745 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 106.3244628906s, input_fired_time: 1.5147360563, output_fired_time: 1.0553200245, propagate_forward_time: 40.3844108582, propagate_backward_time: 60.8138160706, weight_update_time: 0.1032371074, other_time: 2.5561828613
epoch time: 9.1407804489s, input_fired_time: 0.1754022837, output_fired_time: 0.0000000000, propagate_forward_time: 8.4928178787, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4725599289
validation[          , genome  6734] predictions:    9749/  10000 (97.49%), best:    9756/10000 (97.56%), error:       867.92407, best error:       789.50745 on epoch:    21, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 113.6302871704s, input_fired_time: 1.6031029224, output_fired_time: 1.1154261827, propagate_forward_time: 43.2365798950, propagate_backward_time: 64.8947982788, weight_update_time: 0.1120428145, other_time: 2.7803802490
epoch time: 8.1364221573s, input_fired_time: 0.1691102386, output_fired_time: 0.0000000000, propagate_forward_time: 7.5205650330, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4467468262
validation[          , genome  6734] predictions:    9741/  10000 (97.41%), best:    9756/10000 (97.56%), error:       841.14880, best error:       789.50745 on epoch:    21, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 109.5085906982s, input_fired_time: 1.5685696602, output_fired_time: 1.0814563036, propagate_forward_time: 41.8849830627, propagate_backward_time: 62.2567214966, weight_update_time: 0.1085632220, other_time: 2.7168502808
epoch time: 8.6766986847s, input_fired_time: 0.1667555124, output_fired_time: 0.0000000000, propagate_forward_time: 8.0551586151, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4547843933
validation[          , genome  6734] predictions:    9720/  10000 (97.20%), best:    9756/10000 (97.56%), error:       875.75751, best error:       789.50745 on epoch:    21, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 115.0783615112s, input_fired_time: 1.6089880466, output_fired_time: 1.1337577105, propagate_forward_time: 44.4708061218, propagate_backward_time: 65.1502532959, weight_update_time: 0.1104630828, other_time: 2.7145538330
epoch time: 11.0520248413s, input_fired_time: 0.1973654479, output_fired_time: 0.0000000000, propagate_forward_time: 10.3065156937, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5481433868
validation[          , genome  6734] predictions:    9734/  10000 (97.34%), best:    9756/10000 (97.56%), error:       902.90405, best error:       789.50745 on epoch:    21, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 129.3342742920s, input_fired_time: 1.7205915451, output_fired_time: 1.2470932007, propagate_forward_time: 49.4545783997, propagate_backward_time: 73.9412994385, weight_update_time: 0.1226271912, other_time: 2.9707183838
epoch time: 9.3742389679s, input_fired_time: 0.1821793169, output_fired_time: 0.0000000000, propagate_forward_time: 8.7183036804, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4737558365
validation[          , genome  6734] predictions:    9701/  10000 (97.01%), best:    9756/10000 (97.56%), error:      1017.85333, best error:       789.50745 on epoch:    21, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 119.2600402832s, input_fired_time: 1.6412346363, output_fired_time: 1.1414250135, propagate_forward_time: 45.5309371948, propagate_backward_time: 68.1609268188, weight_update_time: 0.1158182397, other_time: 2.7855148315
epoch time: 9.6245880127s, input_fired_time: 0.1830712855, output_fired_time: 0.0000000000, propagate_forward_time: 8.9573364258, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4841804504
validation[          , genome  6734] predictions:    9771/  10000 (97.71%), best:    9771/10000 (97.71%), error:       736.01093, best error:       736.01093 on epoch:    27, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 111.7291030884s, input_fired_time: 1.5885536671, output_fired_time: 1.1010562181, propagate_forward_time: 42.9563255310, propagate_backward_time: 63.4405746460, weight_update_time: 0.1096678376, other_time: 2.6425857544
epoch time: 11.4246034622s, input_fired_time: 0.2059004456, output_fired_time: 0.0000000000, propagate_forward_time: 10.6726150513, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5460882187
validation[          , genome  6734] predictions:    9720/  10000 (97.20%), best:    9771/10000 (97.71%), error:       949.39130, best error:       736.01093 on epoch:    27, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 119.9287185669s, input_fired_time: 1.6338893175, output_fired_time: 1.1574734449, propagate_forward_time: 45.5327568054, propagate_backward_time: 68.8474731445, weight_update_time: 0.1157615110, other_time: 2.7571258545
epoch time: 10.9982147217s, input_fired_time: 0.1984212399, output_fired_time: 0.0000000000, propagate_forward_time: 10.2692499161, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5305433273
validation[          , genome  6734] predictions:    9750/  10000 (97.50%), best:    9771/10000 (97.71%), error:       770.22406, best error:       736.01093 on epoch:    27, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 102.2762680054s, input_fired_time: 1.4716131687, output_fired_time: 1.0176961422, propagate_forward_time: 38.8405532837, propagate_backward_time: 58.5502395630, weight_update_time: 0.0967798606, other_time: 2.3961715698
epoch time: 7.7928829193s, input_fired_time: 0.1549434066, output_fired_time: 0.0000000000, propagate_forward_time: 7.2338252068, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4041142464
validation[          , genome  6734] predictions:    9699/  10000 (96.99%), best:    9771/10000 (97.71%), error:       998.50421, best error:       736.01093 on epoch:    27, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 112.8653335571s, input_fired_time: 1.5642811060, output_fired_time: 1.1043944359, propagate_forward_time: 42.6859741211, propagate_backward_time: 64.9374771118, weight_update_time: 0.1065915227, other_time: 2.5732116699
epoch time: 9.2510776520s, input_fired_time: 0.1798524857, output_fired_time: 0.0000000000, propagate_forward_time: 8.6019239426, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4693012238
validation[          , genome  6734] predictions:    9766/  10000 (97.66%), best:    9771/10000 (97.71%), error:       767.70782, best error:       736.01093 on epoch:    27, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 122.9393539429s, input_fired_time: 1.6652240753, output_fired_time: 1.1780136824, propagate_forward_time: 46.9361572266, propagate_backward_time: 70.3756103516, weight_update_time: 0.1177507043, other_time: 2.7843475342
epoch time: 10.6389465332s, input_fired_time: 0.1988564134, output_fired_time: 0.0000000000, propagate_forward_time: 9.9206771851, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5194129944
validation[          , genome  6734] predictions:    9740/  10000 (97.40%), best:    9771/10000 (97.71%), error:       836.66437, best error:       736.01093 on epoch:    27, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 109.2144927979s, input_fired_time: 1.5528786182, output_fired_time: 1.0691498518, propagate_forward_time: 41.5461006165, propagate_backward_time: 62.4882431030, weight_update_time: 0.1055395976, other_time: 2.5581130981
epoch time: 8.1877861023s, input_fired_time: 0.1627411097, output_fired_time: 0.0000000000, propagate_forward_time: 7.5929217339, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4321236610
validation[          , genome  6734] predictions:    9777/  10000 (97.77%), best:    9771/10000 (97.71%), error:       766.26294, best error:       736.01093 on epoch:    27, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 109.4968566895s, input_fired_time: 1.5408487320, output_fired_time: 1.0750004053, propagate_forward_time: 41.5295219421, propagate_backward_time: 62.8375663757, weight_update_time: 0.1028870866, other_time: 2.5139198303
epoch time: 8.2085752487s, input_fired_time: 0.1604605764, output_fired_time: 0.0000000000, propagate_forward_time: 7.6165552139, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4315595627
validation[          , genome  6734] predictions:    9776/  10000 (97.76%), best:    9776/10000 (97.76%), error:       695.04510, best error:       695.04510 on epoch:    34, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 111.7040710449s, input_fired_time: 1.5711678267, output_fired_time: 1.0965464115, propagate_forward_time: 42.6266822815, propagate_backward_time: 63.8506317139, weight_update_time: 0.1054269299, other_time: 2.5590362549
epoch time: 9.5470952988s, input_fired_time: 0.1833447963, output_fired_time: 0.0000000000, propagate_forward_time: 8.8875093460, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4762411118
validation[          , genome  6734] predictions:    9771/  10000 (97.71%), best:    9776/10000 (97.76%), error:       730.08057, best error:       695.04510 on epoch:    34, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 118.7781753540s, input_fired_time: 1.6542443037, output_fired_time: 1.1461820602, propagate_forward_time: 45.4665412903, propagate_backward_time: 67.7566833496, weight_update_time: 0.1147783026, other_time: 2.7545318604
epoch time: 8.9594688416s, input_fired_time: 0.1794187576, output_fired_time: 0.0000000000, propagate_forward_time: 8.3240137100, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4560365677
validation[          , genome  6734] predictions:    9748/  10000 (97.48%), best:    9776/10000 (97.76%), error:       850.61505, best error:       695.04510 on epoch:    34, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 108.8584442139s, input_fired_time: 1.5909888744, output_fired_time: 1.0740630627, propagate_forward_time: 41.9666786194, propagate_backward_time: 61.5982551575, weight_update_time: 0.1065731645, other_time: 2.6284599304
epoch time: 8.7353496552s, input_fired_time: 0.1767382175, output_fired_time: 0.0000000000, propagate_forward_time: 8.1049671173, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4536447525
validation[          , genome  6734] predictions:    9778/  10000 (97.78%), best:    9776/10000 (97.76%), error:       730.20746, best error:       695.04510 on epoch:    34, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 119.6848526001s, input_fired_time: 1.6487927437, output_fired_time: 1.1465483904, propagate_forward_time: 45.3497009277, propagate_backward_time: 68.7673339844, weight_update_time: 0.1141141281, other_time: 2.7724761963
epoch time: 9.1388902664s, input_fired_time: 0.1830888540, output_fired_time: 0.0000000000, propagate_forward_time: 8.4884605408, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4673404694
validation[          , genome  6734] predictions:    9753/  10000 (97.53%), best:    9776/10000 (97.76%), error:       754.02936, best error:       695.04510 on epoch:    34, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 121.2817306519s, input_fired_time: 1.6712361574, output_fired_time: 1.1672236919, propagate_forward_time: 46.1856079102, propagate_backward_time: 69.4826507568, weight_update_time: 0.1131301597, other_time: 2.7750167847
epoch time: 11.5622959137s, input_fired_time: 0.2127508521, output_fired_time: 0.0000000000, propagate_forward_time: 10.7973384857, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5522069931
validation[          , genome  6734] predictions:    9752/  10000 (97.52%), best:    9776/10000 (97.76%), error:       832.23901, best error:       695.04510 on epoch:    34, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 113.1991119385s, input_fired_time: 1.6192011833, output_fired_time: 1.1149653196, propagate_forward_time: 43.1946945190, propagate_backward_time: 64.6214065552, weight_update_time: 0.1040377021, other_time: 2.6488418579
epoch time: 8.5719289780s, input_fired_time: 0.1691438854, output_fired_time: 0.0000000000, propagate_forward_time: 7.9561781883, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4466071129
validation[          , genome  6734] predictions:    9655/  10000 (96.55%), best:    9776/10000 (97.76%), error:      1083.53748, best error:       695.04510 on epoch:    34, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 106.8124237061s, input_fired_time: 1.5400511026, output_fired_time: 1.0548104048, propagate_forward_time: 40.1322402954, propagate_backward_time: 61.5765571594, weight_update_time: 0.1000576168, other_time: 2.5087623596
epoch time: 9.1739082336s, input_fired_time: 0.1816689819, output_fired_time: 0.0000000000, propagate_forward_time: 8.5294322968, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4628067017
validation[          , genome  6734] predictions:    9752/  10000 (97.52%), best:    9776/10000 (97.76%), error:       782.23804, best error:       695.04510 on epoch:    34, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 121.2246170044s, input_fired_time: 1.6702013016, output_fired_time: 1.1819434166, propagate_forward_time: 46.0581169128, propagate_backward_time: 69.5938491821, weight_update_time: 0.1132173613, other_time: 2.7204971313
epoch time: 9.9786214828s, input_fired_time: 0.1934562922, output_fired_time: 0.0000000000, propagate_forward_time: 9.2900514603, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4951133728
validation[          , genome  6734] predictions:    9766/  10000 (97.66%), best:    9776/10000 (97.76%), error:       782.85419, best error:       695.04510 on epoch:    34, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 125.1199340820s, input_fired_time: 1.7145673037, output_fired_time: 1.2178573608, propagate_forward_time: 48.0724296570, propagate_backward_time: 71.3182220459, weight_update_time: 0.1148896739, other_time: 2.7968597412
epoch time: 8.6124706268s, input_fired_time: 0.1741401255, output_fired_time: 0.0000000000, propagate_forward_time: 7.9945430756, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4437875748
validation[          , genome  6734] predictions:    9752/  10000 (97.52%), best:    9776/10000 (97.76%), error:       801.74091, best error:       695.04510 on epoch:    34, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 106.5858688354s, input_fired_time: 1.5464392900, output_fired_time: 1.0464619398, propagate_forward_time: 40.2388534546, propagate_backward_time: 61.2248077393, weight_update_time: 0.1007132381, other_time: 2.5293045044
epoch time: 8.7444534302s, input_fired_time: 0.1749508828, output_fired_time: 0.0000000000, propagate_forward_time: 8.1236848831, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4458179474
validation[          , genome  6734] predictions:    9774/  10000 (97.74%), best:    9776/10000 (97.76%), error:       726.01062, best error:       695.04510 on epoch:    34, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 109.5955886841s, input_fired_time: 1.5764610767, output_fired_time: 1.0819958448, propagate_forward_time: 41.3933715820, propagate_backward_time: 62.9705123901, weight_update_time: 0.1031995192, other_time: 2.5732498169
epoch time: 9.2766647339s, input_fired_time: 0.1842224002, output_fired_time: 0.0000000000, propagate_forward_time: 8.6213350296, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4711074829
validation[          , genome  6734] predictions:    9717/  10000 (97.17%), best:    9776/10000 (97.76%), error:       917.25299, best error:       695.04510 on epoch:    34, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 101.4007720947s, input_fired_time: 1.5063588619, output_fired_time: 1.0148261786, propagate_forward_time: 38.4538574219, propagate_backward_time: 57.9736976624, weight_update_time: 0.1013242528, other_time: 2.4520378113
epoch time: 11.2304325104s, input_fired_time: 0.2070558220, output_fired_time: 0.0000000000, propagate_forward_time: 10.4835863113, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5397901535
validation[          , genome  6734] predictions:    9750/  10000 (97.50%), best:    9776/10000 (97.76%), error:       841.55695, best error:       695.04510 on epoch:    34, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 120.8878479004s, input_fired_time: 1.6777803898, output_fired_time: 1.1692955494, propagate_forward_time: 46.3646469116, propagate_backward_time: 68.8798675537, weight_update_time: 0.1125496477, other_time: 2.7962570190
epoch time: 8.6299219131s, input_fired_time: 0.1729120612, output_fired_time: 0.0000000000, propagate_forward_time: 8.0079374313, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4490728378
validation[          , genome  6734] predictions:    9698/  10000 (96.98%), best:    9776/10000 (97.76%), error:       972.29865, best error:       695.04510 on epoch:    34, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 114.1450347900s, input_fired_time: 1.6052712202, output_fired_time: 1.0885739326, propagate_forward_time: 43.2383003235, propagate_backward_time: 65.4819488525, weight_update_time: 0.1088624746, other_time: 2.7309417725
epoch time: 8.2019977570s, input_fired_time: 0.1668439656, output_fired_time: 0.0000000000, propagate_forward_time: 7.5984096527, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4367437363
validation[          , genome  6734] predictions:    9750/  10000 (97.50%), best:    9776/10000 (97.76%), error:       798.03186, best error:       695.04510 on epoch:    34, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 115.3325958252s, input_fired_time: 1.6151595116, output_fired_time: 1.1277129650, propagate_forward_time: 43.9407768250, propagate_backward_time: 66.0040206909, weight_update_time: 0.1076073721, other_time: 2.6449203491
epoch time: 8.8004035950s, input_fired_time: 0.1742052436, output_fired_time: 0.0000000000, propagate_forward_time: 8.1769828796, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4492158890
validation[          , genome  6734] predictions:    9738/  10000 (97.38%), best:    9776/10000 (97.76%), error:       857.31226, best error:       695.04510 on epoch:    34, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 128.2064361572s, input_fired_time: 1.7117711306, output_fired_time: 1.2247931957, propagate_forward_time: 49.0823822021, propagate_backward_time: 73.3698654175, weight_update_time: 0.1192296967, other_time: 2.8176269531
epoch time: 8.8506679535s, input_fired_time: 0.1730562150, output_fired_time: 0.0000000000, propagate_forward_time: 8.2318391800, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4457721710
validation[          , genome  6734] predictions:    9747/  10000 (97.47%), best:    9776/10000 (97.76%), error:       800.08368, best error:       695.04510 on epoch:    34, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 108.4786529541s, input_fired_time: 1.5684481859, output_fired_time: 1.0635796785, propagate_forward_time: 41.3640480042, propagate_backward_time: 61.8956909180, weight_update_time: 0.1051735133, other_time: 2.5868835449
epoch time: 10.4519538879s, input_fired_time: 0.2010215074, output_fired_time: 0.0000000000, propagate_forward_time: 9.7321004868, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5188322067
validation[          , genome  6734] predictions:    9791/  10000 (97.91%), best:    9791/10000 (97.91%), error:       693.97424, best error:       693.97424 on epoch:    51, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 107.7898254395s, input_fired_time: 1.5892568827, output_fired_time: 1.0750046968, propagate_forward_time: 40.9018592834, propagate_backward_time: 61.6047554016, weight_update_time: 0.1059487835, other_time: 2.6189537048
epoch time: 7.9592404366s, input_fired_time: 0.1688633561, output_fired_time: 0.0000000000, propagate_forward_time: 7.3528394699, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4375376701
validation[          , genome  6734] predictions:    9751/  10000 (97.51%), best:    9791/10000 (97.91%), error:       828.44281, best error:       693.97424 on epoch:    51, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 102.3166885376s, input_fired_time: 1.5395798683, output_fired_time: 1.0221667290, propagate_forward_time: 38.5600318909, propagate_backward_time: 58.6606101990, weight_update_time: 0.1020961925, other_time: 2.5343017578
epoch time: 7.9493398666s, input_fired_time: 0.1726324111, output_fired_time: 0.0000000000, propagate_forward_time: 7.3390207291, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4376869202
validation[          , genome  6734] predictions:    9746/  10000 (97.46%), best:    9791/10000 (97.91%), error:       830.23999, best error:       693.97424 on epoch:    51, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 121.4601821899s, input_fired_time: 1.6872929335, output_fired_time: 1.1676809788, propagate_forward_time: 46.4407119751, propagate_backward_time: 69.3918991089, weight_update_time: 0.1157366410, other_time: 2.7725982666
epoch time: 11.5287752151s, input_fired_time: 0.2092685252, output_fired_time: 0.0000000000, propagate_forward_time: 10.7729167938, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5465898514
validation[          , genome  6734] predictions:    9786/  10000 (97.86%), best:    9791/10000 (97.91%), error:       705.37994, best error:       693.97424 on epoch:    51, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 118.3111572266s, input_fired_time: 1.6563391685, output_fired_time: 1.1504923105, propagate_forward_time: 45.2308387756, propagate_backward_time: 67.5510482788, weight_update_time: 0.1128624007, other_time: 2.7224349976
epoch time: 10.5994043350s, input_fired_time: 0.2012093663, output_fired_time: 0.0000000000, propagate_forward_time: 9.8780384064, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5201568604
validation[          , genome  6734] predictions:    9755/  10000 (97.55%), best:    9791/10000 (97.91%), error:       803.14111, best error:       693.97424 on epoch:    51, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 114.8470458984s, input_fired_time: 1.5993511677, output_fired_time: 1.1148105860, propagate_forward_time: 43.8146667480, propagate_backward_time: 65.7259216309, weight_update_time: 0.1078880504, other_time: 2.5923004150
epoch time: 11.5497417450s, input_fired_time: 0.2060926259, output_fired_time: 0.0000000000, propagate_forward_time: 10.7970628738, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5465860367
validation[          , genome  6734] predictions:    9672/  10000 (96.72%), best:    9791/10000 (97.91%), error:       985.70380, best error:       693.97424 on epoch:    51, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 117.8484039307s, input_fired_time: 1.6109387875, output_fired_time: 1.1404262781, propagate_forward_time: 44.6084403992, propagate_backward_time: 67.8703384399, weight_update_time: 0.1099203825, other_time: 2.6182632446
epoch time: 8.8130998611s, input_fired_time: 0.1742516756, output_fired_time: 0.0000000000, propagate_forward_time: 8.1925325394, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4463157654
validation[          , genome  6734] predictions:    9695/  10000 (96.95%), best:    9791/10000 (97.91%), error:      1006.27557, best error:       693.97424 on epoch:    51, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 112.3322448730s, input_fired_time: 1.5680021048, output_fired_time: 1.0858528614, propagate_forward_time: 42.3377799988, propagate_backward_time: 64.7648468018, weight_update_time: 0.1064143926, other_time: 2.5757598877
epoch time: 9.6134824753s, input_fired_time: 0.1882364899, output_fired_time: 0.0000000000, propagate_forward_time: 8.9447898865, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4804563522
validation[          , genome  6734] predictions:    9796/  10000 (97.96%), best:    9791/10000 (97.91%), error:       734.30469, best error:       693.97424 on epoch:    51, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 112.8080291748s, input_fired_time: 1.5911676884, output_fired_time: 1.1003690958, propagate_forward_time: 43.0452270508, propagate_backward_time: 64.5062026978, weight_update_time: 0.1058744639, other_time: 2.5650558472
epoch time: 8.8425855637s, input_fired_time: 0.1760884076, output_fired_time: 0.0000000000, propagate_forward_time: 8.2136812210, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4528160095
validation[          , genome  6734] predictions:    9784/  10000 (97.84%), best:    9791/10000 (97.91%), error:       722.17914, best error:       693.97424 on epoch:    51, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 109.2902755737s, input_fired_time: 1.5618536472, output_fired_time: 1.0584037304, propagate_forward_time: 41.6529426575, propagate_backward_time: 62.4880981445, weight_update_time: 0.1033824980, other_time: 2.5289764404
epoch time: 10.9304780960s, input_fired_time: 0.2026421726, output_fired_time: 0.0000000000, propagate_forward_time: 10.1985874176, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5292482376
validation[          , genome  6734] predictions:    9786/  10000 (97.86%), best:    9791/10000 (97.91%), error:       712.35046, best error:       693.97424 on epoch:    51, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 119.2010574341s, input_fired_time: 1.6426100731, output_fired_time: 1.1545203924, propagate_forward_time: 45.4371147156, propagate_backward_time: 68.2912673950, weight_update_time: 0.1121885180, other_time: 2.6755447388
epoch time: 11.5571117401s, input_fired_time: 0.2077545524, output_fired_time: 0.0000000000, propagate_forward_time: 10.8016262054, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5477313995
validation[          , genome  6734] predictions:    9777/  10000 (97.77%), best:    9791/10000 (97.91%), error:       711.01892, best error:       693.97424 on epoch:    51, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 112.8460769653s, input_fired_time: 1.5893131495, output_fired_time: 1.0852047205, propagate_forward_time: 42.7044754028, propagate_backward_time: 64.8928833008, weight_update_time: 0.1066681743, other_time: 2.5742034912
epoch time: 11.5873708725s, input_fired_time: 0.2156038880, output_fired_time: 0.0000000000, propagate_forward_time: 10.8164997101, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5552673340
validation[          , genome  6734] predictions:    9738/  10000 (97.38%), best:    9791/10000 (97.91%), error:       842.69690, best error:       693.97424 on epoch:    51, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 99.8180160522s, input_fired_time: 1.5353364944, output_fired_time: 0.9980384707, propagate_forward_time: 37.7371864319, propagate_backward_time: 57.0320205688, weight_update_time: 0.1003476158, other_time: 2.5154304504
epoch time: 8.1520948410s, input_fired_time: 0.1701149344, output_fired_time: 0.0000000000, propagate_forward_time: 7.5484337807, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4335460663
validation[          , genome  6734] predictions:    9780/  10000 (97.80%), best:    9791/10000 (97.91%), error:       746.53192, best error:       693.97424 on epoch:    51, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 108.7485885620s, input_fired_time: 1.5926342010, output_fired_time: 1.0726305246, propagate_forward_time: 41.2249717712, propagate_backward_time: 62.2600708008, weight_update_time: 0.1062717959, other_time: 2.5982818604
epoch time: 11.3216371536s, input_fired_time: 0.2178734839, output_fired_time: 0.0000000000, propagate_forward_time: 10.5515785217, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5521850586
validation[          , genome  6734] predictions:    9789/  10000 (97.89%), best:    9791/10000 (97.91%), error:       730.43677, best error:       693.97424 on epoch:    51, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 101.9301071167s, input_fired_time: 1.5470829010, output_fired_time: 1.0176509619, propagate_forward_time: 38.5810775757, propagate_backward_time: 58.2674179077, weight_update_time: 0.1018131673, other_time: 2.5168762207
epoch time: 8.0202703476s, input_fired_time: 0.1745300293, output_fired_time: 0.0000000000, propagate_forward_time: 7.4094638824, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4362764359
validation[          , genome  6734] predictions:    9770/  10000 (97.70%), best:    9791/10000 (97.91%), error:       768.83234, best error:       693.97424 on epoch:    51, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 116.1859359741s, input_fired_time: 1.6483153105, output_fired_time: 1.1221520901, propagate_forward_time: 44.2778358459, propagate_backward_time: 66.4372634888, weight_update_time: 0.1121582538, other_time: 2.7003707886
epoch time: 10.9831409454s, input_fired_time: 0.2057742923, output_fired_time: 0.0000000000, propagate_forward_time: 10.2513093948, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5260572433
validation[          , genome  6734] predictions:    9744/  10000 (97.44%), best:    9791/10000 (97.91%), error:       834.63452, best error:       693.97424 on epoch:    51, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 114.3295669556s, input_fired_time: 1.6169841290, output_fired_time: 1.1130267382, propagate_forward_time: 43.3368377686, propagate_backward_time: 65.6692886353, weight_update_time: 0.1078300700, other_time: 2.5934295654
epoch time: 8.6609153748s, input_fired_time: 0.1700504720, output_fired_time: 0.0000000000, propagate_forward_time: 8.0476016998, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4432630539
validation[          , genome  6734] predictions:    9759/  10000 (97.59%), best:    9791/10000 (97.91%), error:       779.85992, best error:       693.97424 on epoch:    51, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 117.9840316772s, input_fired_time: 1.6327604055, output_fired_time: 1.1361796856, propagate_forward_time: 45.0562705994, propagate_backward_time: 67.5336074829, weight_update_time: 0.1102135107, other_time: 2.6252212524
epoch time: 8.9788446426s, input_fired_time: 0.1798999310, output_fired_time: 0.0000000000, propagate_forward_time: 8.3487501144, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4501943588
validation[          , genome  6734] predictions:    9765/  10000 (97.65%), best:    9791/10000 (97.91%), error:       810.02325, best error:       693.97424 on epoch:    51, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 108.1488571167s, input_fired_time: 1.5566010475, output_fired_time: 1.0720301867, propagate_forward_time: 40.7854118347, propagate_backward_time: 62.2592353821, weight_update_time: 0.1015547439, other_time: 2.4755821228
epoch time: 8.8651266098s, input_fired_time: 0.1759961545, output_fired_time: 0.0000000000, propagate_forward_time: 8.2403154373, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4488153458
validation[          , genome  6734] predictions:    9773/  10000 (97.73%), best:    9791/10000 (97.91%), error:       787.94305, best error:       693.97424 on epoch:    51, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 130.0501556396s, input_fired_time: 1.7331496477, output_fired_time: 1.2450389862, propagate_forward_time: 49.7308616638, propagate_backward_time: 74.5240859985, weight_update_time: 0.1192197576, other_time: 2.8170089722
epoch time: 8.4526882172s, input_fired_time: 0.1748601347, output_fired_time: 0.0000000000, propagate_forward_time: 7.8278779984, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4499502182
validation[          , genome  6734] predictions:    9713/  10000 (97.13%), best:    9791/10000 (97.91%), error:       904.09680, best error:       693.97424 on epoch:    51, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 111.3024978638s, input_fired_time: 1.5946222544, output_fired_time: 1.1076571941, propagate_forward_time: 42.3661842346, propagate_backward_time: 63.7056846619, weight_update_time: 0.1028276309, other_time: 2.5283546448
epoch time: 8.8564519882s, input_fired_time: 0.1755810231, output_fired_time: 0.0000000000, propagate_forward_time: 8.2227125168, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4581584930
validation[          , genome  6734] predictions:    9748/  10000 (97.48%), best:    9791/10000 (97.91%), error:       812.65558, best error:       693.97424 on epoch:    51, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 111.4051666260s, input_fired_time: 1.5751849413, output_fired_time: 1.0809043646, propagate_forward_time: 41.7582550049, propagate_backward_time: 64.4499893188, weight_update_time: 0.1044350415, other_time: 2.5408325195
epoch time: 9.0526132584s, input_fired_time: 0.1780811697, output_fired_time: 0.0000000000, propagate_forward_time: 8.4156818390, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4588499069
validation[          , genome  6734] predictions:    9784/  10000 (97.84%), best:    9791/10000 (97.91%), error:       712.06903, best error:       693.97424 on epoch:    51, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 118.9401626587s, input_fired_time: 1.6578572989, output_fired_time: 1.1602052450, propagate_forward_time: 45.1775474548, propagate_backward_time: 68.3120117188, weight_update_time: 0.1097828150, other_time: 2.6325378418
epoch time: 10.6177864075s, input_fired_time: 0.2067156881, output_fired_time: 0.0000000000, propagate_forward_time: 9.8835906982, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5274801254
validation[          , genome  6734] predictions:    9729/  10000 (97.29%), best:    9791/10000 (97.91%), error:       829.15790, best error:       693.97424 on epoch:    51, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 114.8775024414s, input_fired_time: 1.6407710314, output_fired_time: 1.1192220449, propagate_forward_time: 43.7524757385, propagate_backward_time: 65.7148056030, weight_update_time: 0.1106533334, other_time: 2.6502304077
epoch time: 10.7464542389s, input_fired_time: 0.2032439858, output_fired_time: 0.0000000000, propagate_forward_time: 10.0181789398, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5250310898
validation[          , genome  6734] predictions:    9776/  10000 (97.76%), best:    9776/10000 (97.76%), error:       685.78278, best error:       685.78278 on epoch:    74, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 119.0485687256s, input_fired_time: 1.6484923363, output_fired_time: 1.1491109133, propagate_forward_time: 45.4608535767, propagate_backward_time: 68.1340484619, weight_update_time: 0.1113817394, other_time: 2.6560668945
epoch time: 8.8966312408s, input_fired_time: 0.1786129922, output_fired_time: 0.0000000000, propagate_forward_time: 8.2629146576, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4551038742
validation[          , genome  6734] predictions:    9793/  10000 (97.93%), best:    9776/10000 (97.76%), error:       713.88940, best error:       685.78278 on epoch:    74, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 124.1413192749s, input_fired_time: 1.7074807882, output_fired_time: 1.1883819103, propagate_forward_time: 46.9872322083, propagate_backward_time: 71.4616470337, weight_update_time: 0.1176063195, other_time: 2.7965774536
epoch time: 10.9955635071s, input_fired_time: 0.2085891068, output_fired_time: 0.0000000000, propagate_forward_time: 10.2480754852, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5388984680
validation[          , genome  6734] predictions:    9773/  10000 (97.73%), best:    9776/10000 (97.76%), error:       777.04785, best error:       685.78278 on epoch:    74, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 111.7037658691s, input_fired_time: 1.6131809950, output_fired_time: 1.1030390263, propagate_forward_time: 43.0069732666, propagate_backward_time: 63.3930854797, weight_update_time: 0.1065427959, other_time: 2.5874824524
epoch time: 11.5577421188s, input_fired_time: 0.2141499370, output_fired_time: 0.0000000000, propagate_forward_time: 10.7947416306, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5488510132
validation[          , genome  6734] predictions:    9771/  10000 (97.71%), best:    9776/10000 (97.76%), error:       788.85303, best error:       685.78278 on epoch:    74, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 123.9917449951s, input_fired_time: 1.7097073793, output_fired_time: 1.1912603378, propagate_forward_time: 47.4850692749, propagate_backward_time: 70.8201522827, weight_update_time: 0.1175138727, other_time: 2.7855529785
epoch time: 8.5871829987s, input_fired_time: 0.1722569913, output_fired_time: 0.0000000000, propagate_forward_time: 7.9871196747, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4278059006
validation[          , genome  6734] predictions:    9781/  10000 (97.81%), best:    9776/10000 (97.76%), error:       721.80511, best error:       685.78278 on epoch:    74, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 114.8285293579s, input_fired_time: 1.6436794996, output_fired_time: 1.1201057434, propagate_forward_time: 43.7538757324, propagate_backward_time: 65.6424255371, weight_update_time: 0.1104616821, other_time: 2.6684417725
epoch time: 9.9430828094s, input_fired_time: 0.1931349337, output_fired_time: 0.0000000000, propagate_forward_time: 9.2548923492, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4950551987
validation[          , genome  6734] predictions:    9752/  10000 (97.52%), best:    9776/10000 (97.76%), error:       850.61206, best error:       685.78278 on epoch:    74, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 107.2474060059s, input_fired_time: 1.5736402273, output_fired_time: 1.0721149445, propagate_forward_time: 40.4575424194, propagate_backward_time: 61.6147041321, weight_update_time: 0.1021552160, other_time: 2.5294075012
epoch time: 8.5630750656s, input_fired_time: 0.1701861322, output_fired_time: 0.0000000000, propagate_forward_time: 7.9529581070, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4399309158
validation[          , genome  6734] predictions:    9746/  10000 (97.46%), best:    9776/10000 (97.76%), error:       806.64563, best error:       685.78278 on epoch:    74, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 126.0950241089s, input_fired_time: 1.7108387947, output_fired_time: 1.2039620876, propagate_forward_time: 47.9925041199, propagate_backward_time: 72.3681869507, weight_update_time: 0.1186728179, other_time: 2.8195266724
epoch time: 10.5398797989s, input_fired_time: 0.2031314820, output_fired_time: 0.0000000000, propagate_forward_time: 9.8207206726, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5160274506
validation[          , genome  6734] predictions:    9793/  10000 (97.93%), best:    9776/10000 (97.76%), error:       740.44019, best error:       685.78278 on epoch:    74, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 111.2903518677s, input_fired_time: 1.5910149813, output_fired_time: 1.0641348362, propagate_forward_time: 42.0158042908, propagate_backward_time: 64.0016860962, weight_update_time: 0.1072090566, other_time: 2.6177139282
epoch time: 8.9515876770s, input_fired_time: 0.1781924516, output_fired_time: 0.0000000000, propagate_forward_time: 8.3177127838, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4556827545
validation[          , genome  6734] predictions:    9785/  10000 (97.85%), best:    9785/10000 (97.85%), error:       682.84766, best error:       682.84766 on epoch:    82, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 108.7177963257s, input_fired_time: 1.5801271200, output_fired_time: 1.0768519640, propagate_forward_time: 41.2812347412, propagate_backward_time: 62.2533149719, weight_update_time: 0.1029559970, other_time: 2.5262718201
epoch time: 8.7994670868s, input_fired_time: 0.1774725169, output_fired_time: 0.0000000000, propagate_forward_time: 8.1747837067, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4472112656
validation[          , genome  6734] predictions:    9759/  10000 (97.59%), best:    9785/10000 (97.85%), error:       810.74902, best error:       682.84766 on epoch:    82, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 111.2165603638s, input_fired_time: 1.6125959158, output_fired_time: 1.0964105129, propagate_forward_time: 42.6831932068, propagate_backward_time: 63.2466926575, weight_update_time: 0.1059479415, other_time: 2.5776634216
epoch time: 11.5589361191s, input_fired_time: 0.2137255222, output_fired_time: 0.0000000000, propagate_forward_time: 10.7965135574, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5486974716
validation[          , genome  6734] predictions:    9783/  10000 (97.83%), best:    9785/10000 (97.85%), error:       750.18671, best error:       682.84766 on epoch:    82, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 122.4484558105s, input_fired_time: 1.7027997971, output_fired_time: 1.1829741001, propagate_forward_time: 46.5281829834, propagate_backward_time: 70.2542495728, weight_update_time: 0.1166623756, other_time: 2.7802505493
epoch time: 10.7621364594s, input_fired_time: 0.2051388919, output_fired_time: 0.0000000000, propagate_forward_time: 10.0390787125, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5179185867
validation[          , genome  6734] predictions:    9764/  10000 (97.64%), best:    9785/10000 (97.85%), error:       773.84894, best error:       682.84766 on epoch:    82, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 128.3152770996s, input_fired_time: 1.7420997620, output_fired_time: 1.2339019775, propagate_forward_time: 49.0142784119, propagate_backward_time: 73.5141296387, weight_update_time: 0.1198119819, other_time: 2.8108673096
epoch time: 8.6322669983s, input_fired_time: 0.1752122790, output_fired_time: 0.0000000000, propagate_forward_time: 8.0184364319, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4386186600
validation[          , genome  6734] predictions:    9767/  10000 (97.67%), best:    9785/10000 (97.85%), error:       724.57788, best error:       682.84766 on epoch:    82, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 115.2937545776s, input_fired_time: 1.6346952915, output_fired_time: 1.1222764254, propagate_forward_time: 43.8378944397, propagate_backward_time: 66.0857925415, weight_update_time: 0.1089620292, other_time: 2.6130905151
epoch time: 8.8208570480s, input_fired_time: 0.1800475717, output_fired_time: 0.0000000000, propagate_forward_time: 8.1923456192, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4484634399
validation[          , genome  6734] predictions:    9705/  10000 (97.05%), best:    9785/10000 (97.85%), error:       948.95831, best error:       682.84766 on epoch:    82, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 102.8661804199s, input_fired_time: 1.5674573183, output_fired_time: 1.0350103378, propagate_forward_time: 38.8853683472, propagate_backward_time: 58.8802490234, weight_update_time: 0.1011664569, other_time: 2.4980926514
epoch time: 9.0178174973s, input_fired_time: 0.1922804415, output_fired_time: 0.0000000000, propagate_forward_time: 8.3571557999, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4683809280
validation[          , genome  6734] predictions:    9755/  10000 (97.55%), best:    9785/10000 (97.85%), error:       793.50769, best error:       682.84766 on epoch:    82, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 110.3302917480s, input_fired_time: 1.6319419146, output_fired_time: 1.0910396576, propagate_forward_time: 41.8515853882, propagate_backward_time: 63.1054878235, weight_update_time: 0.1091317087, other_time: 2.6502342224
epoch time: 11.3485794067s, input_fired_time: 0.2180930525, output_fired_time: 0.0000000000, propagate_forward_time: 10.5765829086, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5539035797
validation[          , genome  6734] predictions:    9777/  10000 (97.77%), best:    9785/10000 (97.85%), error:       767.79266, best error:       682.84766 on epoch:    82, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 113.8974914551s, input_fired_time: 1.6502012014, output_fired_time: 1.1136902571, propagate_forward_time: 43.3447990417, propagate_backward_time: 65.1063690186, weight_update_time: 0.1113030836, other_time: 2.6824340820
epoch time: 8.8165502548s, input_fired_time: 0.1809014678, output_fired_time: 0.0000000000, propagate_forward_time: 8.1869535446, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4486951828
validation[          , genome  6734] predictions:    9760/  10000 (97.60%), best:    9785/10000 (97.85%), error:       804.89331, best error:       682.84766 on epoch:    82, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 107.5487976074s, input_fired_time: 1.5777606964, output_fired_time: 1.0544961691, propagate_forward_time: 41.2170524597, propagate_backward_time: 61.2090721130, weight_update_time: 0.1025314853, other_time: 2.4904174805
epoch time: 8.7651357651s, input_fired_time: 0.1781036407, output_fired_time: 0.0000000000, propagate_forward_time: 8.1382722855, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4487600327
validation[          , genome  6734] predictions:    9763/  10000 (97.63%), best:    9785/10000 (97.85%), error:       755.61731, best error:       682.84766 on epoch:    82, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 110.9074554443s, input_fired_time: 1.5992130041, output_fired_time: 1.0752359629, propagate_forward_time: 42.1566734314, propagate_backward_time: 63.5188064575, weight_update_time: 0.1055201739, other_time: 2.5575332642
epoch time: 8.8544330597s, input_fired_time: 0.1772169918, output_fired_time: 0.0000000000, propagate_forward_time: 8.2257976532, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4514188766
validation[          , genome  6734] predictions:    9701/  10000 (97.01%), best:    9785/10000 (97.85%), error:      1009.21948, best error:       682.84766 on epoch:    82, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 116.8933639526s, input_fired_time: 1.6513690948, output_fired_time: 1.1442910433, propagate_forward_time: 44.5826644897, propagate_backward_time: 66.8879318237, weight_update_time: 0.1082471684, other_time: 2.6271057129
epoch time: 9.1620340347s, input_fired_time: 0.1855961233, output_fired_time: 0.0000000000, propagate_forward_time: 8.5027942657, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4736433029
validation[          , genome  6734] predictions:    9695/  10000 (96.95%), best:    9785/10000 (97.85%), error:       982.91180, best error:       682.84766 on epoch:    82, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 113.8392105103s, input_fired_time: 1.5961933136, output_fired_time: 1.1015059948, propagate_forward_time: 43.3299179077, propagate_backward_time: 65.2035293579, weight_update_time: 0.1079980507, other_time: 2.6080627441
epoch time: 9.0616264343s, input_fired_time: 0.1787757427, output_fired_time: 0.0000000000, propagate_forward_time: 8.4277896881, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4550609589
validation[          , genome  6734] predictions:    9785/  10000 (97.85%), best:    9785/10000 (97.85%), error:       717.83856, best error:       682.84766 on epoch:    82, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 117.3125991821s, input_fired_time: 1.6283525229, output_fired_time: 1.1371586323, propagate_forward_time: 44.4701728821, propagate_backward_time: 67.4246826172, weight_update_time: 0.1100526527, other_time: 2.6522369385
epoch time: 9.7060184479s, input_fired_time: 0.1899857074, output_fired_time: 0.0000000000, propagate_forward_time: 9.0341157913, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4819173813
validation[          , genome  6734] predictions:    9757/  10000 (97.57%), best:    9785/10000 (97.85%), error:       759.55438, best error:       682.84766 on epoch:    82, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 117.4434051514s, input_fired_time: 1.6526631117, output_fired_time: 1.1255720854, propagate_forward_time: 45.0306625366, propagate_backward_time: 66.9562149048, weight_update_time: 0.1124175563, other_time: 2.6782913208
epoch time: 10.7555227280s, input_fired_time: 0.2033875436, output_fired_time: 0.0000000000, propagate_forward_time: 10.0300588608, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5220766068
validation[          , genome  6734] predictions:    9782/  10000 (97.82%), best:    9785/10000 (97.85%), error:       711.07446, best error:       682.84766 on epoch:    82, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 106.8671264648s, input_fired_time: 1.6009569168, output_fired_time: 1.0670408010, propagate_forward_time: 40.4839019775, propagate_backward_time: 61.1339836121, weight_update_time: 0.1050439551, other_time: 2.5812416077
epoch time: 10.1030235291s, input_fired_time: 0.2018862516, output_fired_time: 0.0000000000, propagate_forward_time: 9.3924646378, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5086727142
validation[          , genome  6734] predictions:    9779/  10000 (97.79%), best:    9785/10000 (97.85%), error:       756.69482, best error:       682.84766 on epoch:    82, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 107.0288696289s, input_fired_time: 1.6046700478, output_fired_time: 1.0583496094, propagate_forward_time: 40.5794219971, propagate_backward_time: 61.1904830933, weight_update_time: 0.1059903651, other_time: 2.5959472656
epoch time: 8.1289768219s, input_fired_time: 0.1783347279, output_fired_time: 0.0000000000, propagate_forward_time: 7.5037732124, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4468688965
validation[          , genome  6734] predictions:    9779/  10000 (97.79%), best:    9785/10000 (97.85%), error:       724.08014, best error:       682.84766 on epoch:    82, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 109.1797866821s, input_fired_time: 1.5796062946, output_fired_time: 1.0677716732, propagate_forward_time: 41.2234115601, propagate_backward_time: 62.8077011108, weight_update_time: 0.1037661880, other_time: 2.5012969971
epoch time: 8.8553276062s, input_fired_time: 0.1816163659, output_fired_time: 0.0000000000, propagate_forward_time: 8.2253246307, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4483861923
validation[          , genome  6734] predictions:    9787/  10000 (97.87%), best:    9785/10000 (97.85%), error:       706.71667, best error:       682.84766 on epoch:    82, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 114.5352249146s, input_fired_time: 1.6552639008, output_fired_time: 1.1166032553, propagate_forward_time: 43.8281936646, propagate_backward_time: 65.2579040527, weight_update_time: 0.1107452512, other_time: 2.6772613525
epoch time: 8.6425228119s, input_fired_time: 0.1751195937, output_fired_time: 0.0000000000, propagate_forward_time: 8.0229215622, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4444818497
validation[          , genome  6734] predictions:    9781/  10000 (97.81%), best:    9785/10000 (97.85%), error:       700.20776, best error:       682.84766 on epoch:    82, epoch:  100/100, mu: 0.9870989323, learning_rate: 0.0000740065, weight_decay: 0.0000029603

evaluating best weights on full training data.
evaluting training set with running mean/variance:
epoch time: 43.6617774963s, input_fired_time: 0.8787729144, output_fired_time: 0.0000000000, propagate_forward_time: 40.5125579834, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2704467773
best training[          , genome  6734] predictions:   49610/  50000 (99.22%), best:    9785/10000 (97.85%), error:      1458.37817, best error:       682.84766 on epoch:    82, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
evaluating best weights on test data.
evaluting test set with running mean/variance:
epoch time: 8.6623382568s, input_fired_time: 0.1715615094, output_fired_time: 0.0000000000, propagate_forward_time: 8.0328168869, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4579601288
   testing[          , genome  6734] predictions:    9781/  10000 (97.81%), best:    9785/10000 (97.85%), error:       715.28973, best error:       682.84766 on epoch:    82, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
10:32:32 (37160): called boinc_finish(0)

</stderr_txt>
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