Nameexact_genome_1512568488_44_7080_1
Workunit2606688
Created7 Dec 2017, 23:40:41 UTC
Sent7 Dec 2017, 23:52:36 UTC
Report deadline16 Dec 2017, 11:10:05 UTC
Received8 Dec 2017, 14:32:13 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID64142
Run time3 hours 44 min 31 sec
CPU time3 hours 17 min 20 sec
Validate stateValid
Credit2,117.62
Device peak FLOPS3.08 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size157.05 MB
Peak swap size160.00 MB
Peak disk usage2.35 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
e: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4707098007
validation[          , genome  7080] predictions:    9642/  10000 (96.42%), best:    9697/10000 (96.97%), error:      1218.46960, best error:       958.48499 on epoch:    11, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 169.6000518799s, input_fired_time: 1.4978424311, output_fired_time: 1.3539134264, propagate_forward_time: 65.0624618530, propagate_backward_time: 97.2657012939, weight_update_time: 0.1449522376, other_time: 4.4201278687
epoch time: 13.8110609055s, input_fired_time: 0.1543733925, output_fired_time: 0.0000000000, propagate_forward_time: 13.1719093323, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4847784042
validation[          , genome  7080] predictions:    9737/  10000 (97.37%), best:    9737/10000 (97.37%), error:       878.63629, best error:       878.63629 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 170.6822204590s, input_fired_time: 2.0016164780, output_fired_time: 1.1050294638, propagate_forward_time: 60.7645950317, propagate_backward_time: 103.3702926636, weight_update_time: 0.3962380290, other_time: 3.4406890869
epoch time: 13.3071546555s, input_fired_time: 0.1529586613, output_fired_time: 0.0000000000, propagate_forward_time: 12.4277210236, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7264747620
validation[          , genome  7080] predictions:    9634/  10000 (96.34%), best:    9737/10000 (97.37%), error:      1186.78271, best error:       878.63629 on epoch:    15, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 168.1783905029s, input_fired_time: 1.9911160469, output_fired_time: 1.3456243277, propagate_forward_time: 61.2803382874, propagate_backward_time: 98.6486206055, weight_update_time: 0.1443255991, other_time: 4.9126892090
epoch time: 13.5465278625s, input_fired_time: 0.1521584243, output_fired_time: 0.0000000000, propagate_forward_time: 12.9152164459, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4791526794
validation[          , genome  7080] predictions:    9722/  10000 (97.22%), best:    9737/10000 (97.37%), error:       930.60992, best error:       878.63629 on epoch:    15, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 168.6458740234s, input_fired_time: 1.9942141771, output_fired_time: 1.5926672220, propagate_forward_time: 64.8435668945, propagate_backward_time: 96.0463790894, weight_update_time: 0.3948122263, other_time: 4.1690444946
epoch time: 13.5566558838s, input_fired_time: 0.1554542780, output_fired_time: 0.0000000000, propagate_forward_time: 12.6662321091, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7349691391
validation[          , genome  7080] predictions:    9718/  10000 (97.18%), best:    9737/10000 (97.37%), error:       950.68561, best error:       878.63629 on epoch:    15, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 178.3242187500s, input_fired_time: 2.0349245071, output_fired_time: 1.4014853239, propagate_forward_time: 70.8434982300, propagate_backward_time: 99.7695159912, weight_update_time: 0.4013715088, other_time: 4.2747879028
epoch time: 15.0587444305s, input_fired_time: 0.1662974358, output_fired_time: 0.0000000000, propagate_forward_time: 14.1232194901, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7692270279
validation[          , genome  7080] predictions:    9749/  10000 (97.49%), best:    9749/10000 (97.49%), error:       851.45227, best error:       851.45227 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 164.1094665527s, input_fired_time: 1.4730273485, output_fired_time: 1.3163096905, propagate_forward_time: 62.1529426575, propagate_backward_time: 96.0512390137, weight_update_time: 0.1411834210, other_time: 3.1159515381
epoch time: 14.0199089050s, input_fired_time: 0.1581775695, output_fired_time: 0.0000000000, propagate_forward_time: 13.1191759109, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7425556183
validation[          , genome  7080] predictions:    9754/  10000 (97.54%), best:    9754/10000 (97.54%), error:       805.88184, best error:       805.88184 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 170.2912445068s, input_fired_time: 1.5014489889, output_fired_time: 1.0986267328, propagate_forward_time: 61.5153770447, propagate_backward_time: 102.9895019531, weight_update_time: 0.1454361677, other_time: 3.1862792969
epoch time: 11.0995435715s, input_fired_time: 0.1336662471, output_fired_time: 0.0000000000, propagate_forward_time: 10.2948951721, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6709823608
validation[          , genome  7080] predictions:    9719/  10000 (97.19%), best:    9754/10000 (97.54%), error:       939.06226, best error:       805.88184 on epoch:    20, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 165.8878936768s, input_fired_time: 1.2340108156, output_fired_time: 1.5739767551, propagate_forward_time: 61.9836120605, propagate_backward_time: 97.1900863647, weight_update_time: 0.1425396651, other_time: 3.9062118530
epoch time: 12.4499092102s, input_fired_time: 0.1462468207, output_fired_time: 0.0000000000, propagate_forward_time: 11.8455247879, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4581375122
validation[          , genome  7080] predictions:    9736/  10000 (97.36%), best:    9754/10000 (97.54%), error:       890.52228, best error:       805.88184 on epoch:    20, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 168.8484497070s, input_fired_time: 1.9972051382, output_fired_time: 1.0945576429, propagate_forward_time: 62.6561088562, propagate_backward_time: 99.9275588989, weight_update_time: 0.1448657662, other_time: 3.1730117798
epoch time: 14.3931016922s, input_fired_time: 0.1631748080, output_fired_time: 0.0000000000, propagate_forward_time: 13.7237329483, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5061941147
validation[          , genome  7080] predictions:    9569/  10000 (95.69%), best:    9754/10000 (97.54%), error:      1385.14270, best error:       805.88184 on epoch:    20, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 152.9409637451s, input_fired_time: 1.2045915127, output_fired_time: 1.0325973034, propagate_forward_time: 53.7801284790, propagate_backward_time: 93.1206130981, weight_update_time: 0.1372865587, other_time: 3.8030395508
epoch time: 7.8972768784s, input_fired_time: 0.1301370114, output_fired_time: 0.0000000000, propagate_forward_time: 7.3628015518, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4043383598
validation[          , genome  7080] predictions:    9687/  10000 (96.87%), best:    9754/10000 (97.54%), error:      1039.91211, best error:       805.88184 on epoch:    20, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 101.0309982300s, input_fired_time: 1.0980100632, output_fired_time: 0.8943995833, propagate_forward_time: 37.0250244141, propagate_backward_time: 59.7263565063, weight_update_time: 0.1202736348, other_time: 2.2872085571
epoch time: 8.4467287064s, input_fired_time: 0.1362027526, output_fired_time: 0.0000000000, propagate_forward_time: 7.8885064125, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4220194817
validation[          , genome  7080] predictions:    9742/  10000 (97.42%), best:    9754/10000 (97.54%), error:       867.32117, best error:       805.88184 on epoch:    20, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 96.6080627441s, input_fired_time: 1.0734602213, output_fired_time: 0.8611144423, propagate_forward_time: 35.2621002197, propagate_backward_time: 57.1917190552, weight_update_time: 0.1159415096, other_time: 2.2196655273
epoch time: 8.3103237152s, input_fired_time: 0.1353118867, output_fired_time: 0.0000000000, propagate_forward_time: 7.7571654320, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4178462029
validation[          , genome  7080] predictions:    9699/  10000 (96.99%), best:    9754/10000 (97.54%), error:       968.49799, best error:       805.88184 on epoch:    20, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 100.0986557007s, input_fired_time: 1.0932722092, output_fired_time: 0.8910236955, propagate_forward_time: 36.6439437866, propagate_backward_time: 59.2074890137, weight_update_time: 0.1189561859, other_time: 2.2629318237
epoch time: 7.7253513336s, input_fired_time: 0.1275953948, output_fired_time: 0.0000000000, propagate_forward_time: 7.2006344795, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3971214294
validation[          , genome  7080] predictions:    9703/  10000 (97.03%), best:    9754/10000 (97.54%), error:       922.63617, best error:       805.88184 on epoch:    20, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 105.3127593994s, input_fired_time: 1.1243127584, output_fired_time: 0.9319277406, propagate_forward_time: 38.7463722229, propagate_backward_time: 62.1677589417, weight_update_time: 0.1246763468, other_time: 2.3423881531
epoch time: 7.5914940834s, input_fired_time: 0.1258458644, output_fired_time: 0.0000000000, propagate_forward_time: 7.0712218285, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3944263458
validation[          , genome  7080] predictions:    9737/  10000 (97.37%), best:    9754/10000 (97.54%), error:       895.21613, best error:       805.88184 on epoch:    20, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 111.9961471558s, input_fired_time: 1.1645926237, output_fired_time: 0.9834283590, propagate_forward_time: 41.4036674500, propagate_backward_time: 66.0038528442, weight_update_time: 0.1303842068, other_time: 2.4406051636
epoch time: 7.3885326385s, input_fired_time: 0.1249652579, output_fired_time: 0.0000000000, propagate_forward_time: 6.8741059303, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3894615173
validation[          , genome  7080] predictions:    9714/  10000 (97.14%), best:    9754/10000 (97.54%), error:       970.46857, best error:       805.88184 on epoch:    20, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 100.6584014893s, input_fired_time: 1.0971961021, output_fired_time: 0.8928354383, propagate_forward_time: 36.8099441528, propagate_backward_time: 59.5808906555, weight_update_time: 0.1199054345, other_time: 2.2775306702
epoch time: 7.6689500809s, input_fired_time: 0.1268821806, output_fired_time: 0.0000000000, propagate_forward_time: 7.1440248489, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3980431557
validation[          , genome  7080] predictions:    9752/  10000 (97.52%), best:    9754/10000 (97.54%), error:       851.54602, best error:       805.88184 on epoch:    20, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 100.7578964233s, input_fired_time: 1.0965917110, output_fired_time: 0.8945688009, propagate_forward_time: 36.8686599731, propagate_backward_time: 59.6235847473, weight_update_time: 0.1199244335, other_time: 2.2744941711
epoch time: 7.2176156044s, input_fired_time: 0.1234497055, output_fired_time: 0.0000000000, propagate_forward_time: 6.7125859261, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3815798759
validation[          , genome  7080] predictions:    9702/  10000 (97.02%), best:    9754/10000 (97.54%), error:       955.45740, best error:       805.88184 on epoch:    20, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 100.4435348511s, input_fired_time: 1.0984090567, output_fired_time: 0.8930048943, propagate_forward_time: 36.6905441284, propagate_backward_time: 59.4907684326, weight_update_time: 0.1193791032, other_time: 2.2708053589
epoch time: 7.5056099892s, input_fired_time: 0.1263988316, output_fired_time: 0.0000000000, propagate_forward_time: 6.9885559082, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3906550407
validation[          , genome  7080] predictions:    9702/  10000 (97.02%), best:    9754/10000 (97.54%), error:       950.78442, best error:       805.88184 on epoch:    20, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 97.1066513062s, input_fired_time: 1.0793150663, output_fired_time: 0.8636583090, propagate_forward_time: 35.3493881226, propagate_backward_time: 57.5890846252, weight_update_time: 0.1165554151, other_time: 2.2252082825
epoch time: 8.2767906189s, input_fired_time: 0.1357731819, output_fired_time: 0.0000000000, propagate_forward_time: 7.7242159843, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4168019295
validation[          , genome  7080] predictions:    9702/  10000 (97.02%), best:    9754/10000 (97.54%), error:       935.05347, best error:       805.88184 on epoch:    20, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 100.4520034790s, input_fired_time: 1.0977990627, output_fired_time: 0.8904832602, propagate_forward_time: 36.8319129944, propagate_backward_time: 59.3586082458, weight_update_time: 0.1199566647, other_time: 2.2732009888
epoch time: 7.0197939873s, input_fired_time: 0.1210140586, output_fired_time: 0.0000000000, propagate_forward_time: 6.5193395615, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3794403076
validation[          , genome  7080] predictions:    9700/  10000 (97.00%), best:    9754/10000 (97.54%), error:       975.10114, best error:       805.88184 on epoch:    20, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 102.4958267212s, input_fired_time: 1.1092747450, output_fired_time: 0.9092239738, propagate_forward_time: 37.6087913513, propagate_backward_time: 60.5665092468, weight_update_time: 0.1213733703, other_time: 2.3020248413
epoch time: 8.3083772659s, input_fired_time: 0.1355069578, output_fired_time: 0.0000000000, propagate_forward_time: 7.7578344345, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4150362015
validation[          , genome  7080] predictions:    9709/  10000 (97.09%), best:    9754/10000 (97.54%), error:       983.09863, best error:       805.88184 on epoch:    20, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 105.6591262817s, input_fired_time: 1.1311788559, output_fired_time: 0.9332473874, propagate_forward_time: 38.9167594910, propagate_backward_time: 62.3301811218, weight_update_time: 0.1243209839, other_time: 2.3477516174
epoch time: 7.2911825180s, input_fired_time: 0.1239146069, output_fired_time: 0.0000000000, propagate_forward_time: 6.7806053162, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3866624832
validation[          , genome  7080] predictions:    9722/  10000 (97.22%), best:    9754/10000 (97.54%), error:       871.36859, best error:       805.88184 on epoch:    20, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 100.4076538086s, input_fired_time: 1.1021876335, output_fired_time: 0.8925200105, propagate_forward_time: 36.7431983948, propagate_backward_time: 59.3913803101, weight_update_time: 0.1202376932, other_time: 2.2783699036
epoch time: 8.2855949402s, input_fired_time: 0.1350804418, output_fired_time: 0.0000000000, propagate_forward_time: 7.7301349640, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4203796387
validation[          , genome  7080] predictions:    9763/  10000 (97.63%), best:    9763/10000 (97.63%), error:       790.15649, best error:       790.15649 on epoch:    37, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 103.5621719360s, input_fired_time: 1.1210578680, output_fired_time: 0.9128670692, propagate_forward_time: 38.0392875671, propagate_backward_time: 61.1680221558, weight_update_time: 0.1230139062, other_time: 2.3209419250
epoch time: 7.5436220169s, input_fired_time: 0.1275872141, output_fired_time: 0.0000000000, propagate_forward_time: 7.0209879875, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3950467110
validation[          , genome  7080] predictions:    9744/  10000 (97.44%), best:    9763/10000 (97.63%), error:       892.98035, best error:       790.15649 on epoch:    37, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 143.3244476318s, input_fired_time: 1.1636332273, output_fired_time: 0.9734364152, propagate_forward_time: 49.7296333313, propagate_backward_time: 88.7711715698, weight_update_time: 0.1295101494, other_time: 2.6865768433
epoch time: 10.7419910431s, input_fired_time: 0.1322126687, output_fired_time: 0.0000000000, propagate_forward_time: 10.1971387863, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4126396179
validation[          , genome  7080] predictions:    9706/  10000 (97.06%), best:    9763/10000 (97.63%), error:       908.40479, best error:       790.15649 on epoch:    37, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 140.5592041016s, input_fired_time: 1.3982927799, output_fired_time: 1.9300422668, propagate_forward_time: 51.0383453369, propagate_backward_time: 83.3297195435, weight_update_time: 0.1248734593, other_time: 2.8628005981
epoch time: 9.6651926041s, input_fired_time: 0.1267792732, output_fired_time: 0.0000000000, propagate_forward_time: 9.1434774399, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3949356079
validation[          , genome  7080] predictions:    9767/  10000 (97.67%), best:    9767/10000 (97.67%), error:       767.11035, best error:       767.11035 on epoch:    40, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 151.6681365967s, input_fired_time: 1.4334170818, output_fired_time: 1.4977096319, propagate_forward_time: 53.2765998840, propagate_backward_time: 91.9705581665, weight_update_time: 0.1329559684, other_time: 3.4898605347
epoch time: 10.9289131165s, input_fired_time: 0.1352585852, output_fired_time: 0.0000000000, propagate_forward_time: 10.1242132187, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6694412231
validation[          , genome  7080] predictions:    9733/  10000 (97.33%), best:    9767/10000 (97.67%), error:       826.55200, best error:       767.11035 on epoch:    40, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 131.7404022217s, input_fired_time: 1.0942932367, output_fired_time: 1.3772571087, propagate_forward_time: 51.4244384766, propagate_backward_time: 75.0735931396, weight_update_time: 0.1190268919, other_time: 2.7708129883
epoch time: 9.4155206680s, input_fired_time: 0.3739654422, output_fired_time: 0.0000000000, propagate_forward_time: 8.6555166245, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3860387802
validation[          , genome  7080] predictions:    9707/  10000 (97.07%), best:    9767/10000 (97.67%), error:       916.77936, best error:       767.11035 on epoch:    40, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 120.0941085815s, input_fired_time: 1.3699996471, output_fired_time: 1.1583907604, propagate_forward_time: 43.0796737671, propagate_backward_time: 72.1642456055, weight_update_time: 0.1224659979, other_time: 2.3217926025
epoch time: 7.1047878265s, input_fired_time: 0.1223780513, output_fired_time: 0.0000000000, propagate_forward_time: 6.6024641991, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3799457550
validation[          , genome  7080] predictions:    9756/  10000 (97.56%), best:    9767/10000 (97.67%), error:       780.67596, best error:       767.11035 on epoch:    40, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 98.5163879395s, input_fired_time: 1.0932644606, output_fired_time: 0.8748685718, propagate_forward_time: 35.9647064209, propagate_backward_time: 58.3299102783, weight_update_time: 0.1183023676, other_time: 2.2536392212
epoch time: 7.8962240219s, input_fired_time: 0.1307872236, output_fired_time: 0.0000000000, propagate_forward_time: 7.3604655266, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4049711227
validation[          , genome  7080] predictions:    9737/  10000 (97.37%), best:    9767/10000 (97.67%), error:       851.62622, best error:       767.11035 on epoch:    40, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 104.2183303833s, input_fired_time: 1.1256892681, output_fired_time: 0.9224935770, propagate_forward_time: 38.2704162598, propagate_backward_time: 61.5646438599, weight_update_time: 0.1235780567, other_time: 2.3350906372
epoch time: 6.3546199799s, input_fired_time: 0.1147081926, output_fired_time: 0.0000000000, propagate_forward_time: 5.8841285706, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3557829857
validation[          , genome  7080] predictions:    9713/  10000 (97.13%), best:    9767/10000 (97.67%), error:       932.59619, best error:       767.11035 on epoch:    40, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 100.3642501831s, input_fired_time: 1.1031453609, output_fired_time: 0.8903316855, propagate_forward_time: 36.7180404663, propagate_backward_time: 59.3755722046, weight_update_time: 0.1201640591, other_time: 2.2771606445
epoch time: 7.8025789261s, input_fired_time: 0.1299486011, output_fired_time: 0.0000000000, propagate_forward_time: 7.2709860802, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4016442299
validation[          , genome  7080] predictions:    9735/  10000 (97.35%), best:    9767/10000 (97.67%), error:       930.52386, best error:       767.11035 on epoch:    40, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 101.1385421753s, input_fired_time: 1.1104949713, output_fired_time: 0.8956853151, propagate_forward_time: 37.0600852966, propagate_backward_time: 59.7848701477, weight_update_time: 0.1203898937, other_time: 2.2874069214
epoch time: 7.0499033928s, input_fired_time: 0.1218245327, output_fired_time: 0.0000000000, propagate_forward_time: 6.5498881340, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3781905174
validation[          , genome  7080] predictions:    9745/  10000 (97.45%), best:    9767/10000 (97.67%), error:       861.99402, best error:       767.11035 on epoch:    40, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 103.4505081177s, input_fired_time: 1.1237984896, output_fired_time: 0.9176703691, propagate_forward_time: 38.0570220947, propagate_backward_time: 61.0335693359, weight_update_time: 0.1225556359, other_time: 2.3184432983
epoch time: 7.6828346252s, input_fired_time: 0.1315029711, output_fired_time: 0.0000000000, propagate_forward_time: 7.1533694267, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3979620934
validation[          , genome  7080] predictions:    9758/  10000 (97.58%), best:    9767/10000 (97.67%), error:       799.77484, best error:       767.11035 on epoch:    40, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 101.5715637207s, input_fired_time: 1.1113470793, output_fired_time: 0.8967499137, propagate_forward_time: 37.1384391785, propagate_backward_time: 60.1341972351, weight_update_time: 0.1209085211, other_time: 2.2908325195
epoch time: 9.6433744431s, input_fired_time: 0.1522766799, output_fired_time: 0.0000000000, propagate_forward_time: 9.0308637619, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4602336884
validation[          , genome  7080] predictions:    9734/  10000 (97.34%), best:    9767/10000 (97.67%), error:       847.08606, best error:       767.11035 on epoch:    40, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 100.2051696777s, input_fired_time: 1.1090639830, output_fired_time: 0.8907052279, propagate_forward_time: 36.7266387939, propagate_backward_time: 59.2056732178, weight_update_time: 0.1194134131, other_time: 2.2730865479
epoch time: 8.4386243820s, input_fired_time: 0.1383690387, output_fired_time: 0.0000000000, propagate_forward_time: 7.8771796227, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4230761528
validation[          , genome  7080] predictions:    9715/  10000 (97.15%), best:    9767/10000 (97.67%), error:       921.75964, best error:       767.11035 on epoch:    40, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 102.5912017822s, input_fired_time: 1.1186823845, output_fired_time: 0.9053395987, propagate_forward_time: 37.5527610779, propagate_backward_time: 60.7131576538, weight_update_time: 0.1217230558, other_time: 2.3012580872
epoch time: 7.9060039520s, input_fired_time: 0.1319034249, output_fired_time: 0.0000000000, propagate_forward_time: 7.3710441589, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4030561447
validation[          , genome  7080] predictions:    9769/  10000 (97.69%), best:    9769/10000 (97.69%), error:       752.30823, best error:       752.30823 on epoch:    51, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 107.4326400757s, input_fired_time: 1.1475976706, output_fired_time: 0.9437231421, propagate_forward_time: 39.6117248535, propagate_backward_time: 63.3618583679, weight_update_time: 0.1260301024, other_time: 2.3677330017
epoch time: 8.5649671555s, input_fired_time: 0.1413663626, output_fired_time: 0.0000000000, propagate_forward_time: 7.9979243279, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4256768227
validation[          , genome  7080] predictions:    9710/  10000 (97.10%), best:    9769/10000 (97.69%), error:       940.47931, best error:       752.30823 on epoch:    51, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 109.3644104004s, input_fired_time: 1.1601424217, output_fired_time: 0.9616256952, propagate_forward_time: 40.3336868286, propagate_backward_time: 64.5177383423, weight_update_time: 0.1279464960, other_time: 2.3912200928
epoch time: 8.2467679977s, input_fired_time: 0.1356042325, output_fired_time: 0.0000000000, propagate_forward_time: 7.6951079369, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4160561562
validation[          , genome  7080] predictions:    9687/  10000 (96.87%), best:    9769/10000 (97.69%), error:      1047.08655, best error:       752.30823 on epoch:    51, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 104.0384750366s, input_fired_time: 1.1274505854, output_fired_time: 0.9215938449, propagate_forward_time: 38.1576728821, propagate_backward_time: 61.5238685608, weight_update_time: 0.1223641336, other_time: 2.3078918457
epoch time: 8.4425821304s, input_fired_time: 0.1397576630, output_fired_time: 0.0000000000, propagate_forward_time: 7.8810319901, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4217920303
validation[          , genome  7080] predictions:    9740/  10000 (97.40%), best:    9769/10000 (97.69%), error:       888.31000, best error:       752.30823 on epoch:    51, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 107.1257019043s, input_fired_time: 1.1481968164, output_fired_time: 0.9478310347, propagate_forward_time: 39.4121704102, propagate_backward_time: 63.2574539185, weight_update_time: 0.1252446622, other_time: 2.3600540161
epoch time: 7.8682250977s, input_fired_time: 0.1317472607, output_fired_time: 0.0000000000, propagate_forward_time: 7.3321232796, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4043545723
validation[          , genome  7080] predictions:    9716/  10000 (97.16%), best:    9769/10000 (97.69%), error:       948.00250, best error:       752.30823 on epoch:    51, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 107.6988983154s, input_fired_time: 1.1517795324, output_fired_time: 0.9474617839, propagate_forward_time: 39.7078208923, propagate_backward_time: 63.5229072571, weight_update_time: 0.1264386624, other_time: 2.3689231873
epoch time: 9.6324434280s, input_fired_time: 0.1508210897, output_fired_time: 0.0000000000, propagate_forward_time: 9.0228013992, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4588212967
validation[          , genome  7080] predictions:    9756/  10000 (97.56%), best:    9769/10000 (97.69%), error:       806.79462, best error:       752.30823 on epoch:    51, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 107.8479385376s, input_fired_time: 1.1511887312, output_fired_time: 0.9504604936, propagate_forward_time: 39.7446403503, propagate_backward_time: 63.6260108948, weight_update_time: 0.1265585124, other_time: 2.3756370544
epoch time: 8.9163646698s, input_fired_time: 0.1444542855, output_fired_time: 0.0000000000, propagate_forward_time: 8.3409566879, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4309539795
validation[          , genome  7080] predictions:    9728/  10000 (97.28%), best:    9769/10000 (97.69%), error:       840.05255, best error:       752.30823 on epoch:    51, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 109.7612533569s, input_fired_time: 1.1645915508, output_fired_time: 0.9631688595, propagate_forward_time: 40.5235786438, propagate_backward_time: 64.7127532959, weight_update_time: 0.1277360916, other_time: 2.3971710205
epoch time: 8.4380731583s, input_fired_time: 0.1392952949, output_fired_time: 0.0000000000, propagate_forward_time: 7.8772907257, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4214868546
validation[          , genome  7080] predictions:    9745/  10000 (97.45%), best:    9769/10000 (97.69%), error:       831.45636, best error:       752.30823 on epoch:    51, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 108.4391403198s, input_fired_time: 1.1587599516, output_fired_time: 0.9528077841, propagate_forward_time: 40.0073966980, propagate_backward_time: 63.9292716980, weight_update_time: 0.1277325153, other_time: 2.3909034729
epoch time: 9.2045907974s, input_fired_time: 0.1485672742, output_fired_time: 0.0000000000, propagate_forward_time: 8.6108722687, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4451513290
validation[          , genome  7080] predictions:    9714/  10000 (97.14%), best:    9769/10000 (97.69%), error:       905.10718, best error:       752.30823 on epoch:    51, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 109.4744033813s, input_fired_time: 1.1619555950, output_fired_time: 0.9633643031, propagate_forward_time: 40.3781394958, propagate_backward_time: 64.5769500732, weight_update_time: 0.1278896779, other_time: 2.3939971924
epoch time: 8.5090904236s, input_fired_time: 0.1406936198, output_fired_time: 0.0000000000, propagate_forward_time: 7.9447460175, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4236507416
validation[          , genome  7080] predictions:    9755/  10000 (97.55%), best:    9769/10000 (97.69%), error:       848.58545, best error:       752.30823 on epoch:    51, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 110.6826629639s, input_fired_time: 1.1738679409, output_fired_time: 0.9698385000, propagate_forward_time: 40.9986152649, propagate_backward_time: 65.1261672974, weight_update_time: 0.1289091110, other_time: 2.4141769409
epoch time: 8.8383722305s, input_fired_time: 0.1426448673, output_fired_time: 0.0000000000, propagate_forward_time: 8.2600793839, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4356479645
validation[          , genome  7080] predictions:    9571/  10000 (95.71%), best:    9769/10000 (97.69%), error:      1356.38379, best error:       752.30823 on epoch:    51, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 111.8199920654s, input_fired_time: 1.1774147749, output_fired_time: 0.9782204032, propagate_forward_time: 41.4035453796, propagate_backward_time: 65.8249816895, weight_update_time: 0.1298578531, other_time: 2.4358367920
epoch time: 9.1258735657s, input_fired_time: 0.1468842328, output_fired_time: 0.0000000000, propagate_forward_time: 8.5348930359, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4440965652
validation[          , genome  7080] predictions:    9744/  10000 (97.44%), best:    9769/10000 (97.69%), error:       872.49463, best error:       752.30823 on epoch:    51, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 111.7718429565s, input_fired_time: 1.1825293303, output_fired_time: 0.9783719778, propagate_forward_time: 41.5990219116, propagate_backward_time: 65.5643157959, weight_update_time: 0.1308373213, other_time: 2.4476089478
epoch time: 8.5401048660s, input_fired_time: 0.1409133077, output_fired_time: 0.0000000000, propagate_forward_time: 7.9783964157, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4207954407
validation[          , genome  7080] predictions:    9729/  10000 (97.29%), best:    9769/10000 (97.69%), error:       877.29199, best error:       752.30823 on epoch:    51, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 111.1664505005s, input_fired_time: 1.1745867729, output_fired_time: 0.9691611528, propagate_forward_time: 41.2022514343, propagate_backward_time: 65.3875808716, weight_update_time: 0.1300580502, other_time: 2.4328689575
epoch time: 9.0039739609s, input_fired_time: 0.1459605992, output_fired_time: 0.0000000000, propagate_forward_time: 8.4203214645, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4376916885
validation[          , genome  7080] predictions:    9767/  10000 (97.67%), best:    9769/10000 (97.69%), error:       773.62622, best error:       752.30823 on epoch:    51, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 111.7344131470s, input_fired_time: 1.1763997078, output_fired_time: 0.9779490232, propagate_forward_time: 41.2095985413, propagate_backward_time: 65.9435424805, weight_update_time: 0.1303980201, other_time: 2.4269256592
epoch time: 9.1999197006s, input_fired_time: 0.1479804814, output_fired_time: 0.0000000000, propagate_forward_time: 8.6083364487, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4436025620
validation[          , genome  7080] predictions:    9724/  10000 (97.24%), best:    9769/10000 (97.69%), error:       872.18726, best error:       752.30823 on epoch:    51, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 112.3432464600s, input_fired_time: 1.1880667210, output_fired_time: 0.9832158685, propagate_forward_time: 41.8546600342, propagate_backward_time: 65.8775100708, weight_update_time: 0.1304630041, other_time: 2.4397964478
epoch time: 8.7450714111s, input_fired_time: 0.1430539191, output_fired_time: 0.0000000000, propagate_forward_time: 8.1739768982, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4280405045
validation[          , genome  7080] predictions:    9767/  10000 (97.67%), best:    9769/10000 (97.69%), error:       795.44989, best error:       752.30823 on epoch:    51, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 109.0078048706s, input_fired_time: 1.1640784740, output_fired_time: 0.9522204399, propagate_forward_time: 40.2840881348, propagate_backward_time: 64.2167816162, weight_update_time: 0.1270484477, other_time: 2.3906402588
epoch time: 8.8882064819s, input_fired_time: 0.1453446448, output_fired_time: 0.0000000000, propagate_forward_time: 8.3084964752, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4343652725
validation[          , genome  7080] predictions:    9710/  10000 (97.10%), best:    9769/10000 (97.69%), error:       997.59827, best error:       752.30823 on epoch:    51, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 124.4477767944s, input_fired_time: 1.4362741709, output_fired_time: 0.9836967587, propagate_forward_time: 45.1698112488, propagate_backward_time: 73.6589279175, weight_update_time: 0.1310128570, other_time: 3.1990737915
epoch time: 13.8236618042s, input_fired_time: 0.1610289365, output_fired_time: 0.0000000000, propagate_forward_time: 13.1760883331, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4865446091
validation[          , genome  7080] predictions:    9734/  10000 (97.34%), best:    9769/10000 (97.69%), error:       853.07983, best error:       752.30823 on epoch:    51, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 161.5408172607s, input_fired_time: 1.4952127934, output_fired_time: 1.0551204681, propagate_forward_time: 60.7419395447, propagate_backward_time: 95.4020156860, weight_update_time: 0.1395710856, other_time: 2.8465347290
epoch time: 14.8325433731s, input_fired_time: 0.1692093313, output_fired_time: 0.0000000000, propagate_forward_time: 13.9041862488, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7591476440
validation[          , genome  7080] predictions:    9746/  10000 (97.46%), best:    9769/10000 (97.69%), error:       861.12799, best error:       752.30823 on epoch:    51, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 159.4938659668s, input_fired_time: 1.4852797985, output_fired_time: 1.0464515686, propagate_forward_time: 60.1382293701, propagate_backward_time: 93.5028305054, weight_update_time: 0.3879019618, other_time: 3.3210830688
epoch time: 10.5542068481s, input_fired_time: 0.1343462020, output_fired_time: 0.0000000000, propagate_forward_time: 9.5157070160, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9041538239
validation[          , genome  7080] predictions:    9747/  10000 (97.47%), best:    9769/10000 (97.69%), error:       802.56812, best error:       752.30823 on epoch:    51, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 142.4343719482s, input_fired_time: 1.6538940668, output_fired_time: 1.1870402098, propagate_forward_time: 50.3587303162, propagate_backward_time: 86.5987854004, weight_update_time: 0.1263034791, other_time: 2.6359100342
epoch time: 12.3169727325s, input_fired_time: 0.1497028768, output_fired_time: 0.0000000000, propagate_forward_time: 11.7121791840, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4550905228
validation[          , genome  7080] predictions:    9689/  10000 (96.89%), best:    9769/10000 (97.69%), error:      1030.52173, best error:       752.30823 on epoch:    51, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 148.6083068848s, input_fired_time: 1.9327694178, output_fired_time: 1.7247401476, propagate_forward_time: 54.7648773193, propagate_backward_time: 86.7266845703, weight_update_time: 0.3956402242, other_time: 3.4592285156
epoch time: 11.4403667450s, input_fired_time: 0.1445141882, output_fired_time: 0.0000000000, propagate_forward_time: 10.6106023788, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6852502823
validation[          , genome  7080] predictions:    9744/  10000 (97.44%), best:    9769/10000 (97.69%), error:       837.43146, best error:       752.30823 on epoch:    51, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 138.6603240967s, input_fired_time: 1.6410676241, output_fired_time: 1.4181911945, propagate_forward_time: 51.9899101257, propagate_backward_time: 80.0201950073, weight_update_time: 0.1236338988, other_time: 3.5909500122
epoch time: 11.3571767807s, input_fired_time: 0.1430355310, output_fired_time: 0.0000000000, propagate_forward_time: 10.5300693512, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6840715408
validation[          , genome  7080] predictions:    9768/  10000 (97.68%), best:    9769/10000 (97.69%), error:       816.16412, best error:       752.30823 on epoch:    51, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 143.1266479492s, input_fired_time: 1.6614098549, output_fired_time: 1.4473645687, propagate_forward_time: 52.4341735840, propagate_backward_time: 84.9386215210, weight_update_time: 0.1268057674, other_time: 2.6450881958
epoch time: 12.7039775848s, input_fired_time: 0.1517084539, output_fired_time: 0.0000000000, propagate_forward_time: 12.0945396423, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4577293396
validation[          , genome  7080] predictions:    9746/  10000 (97.46%), best:    9769/10000 (97.69%), error:       829.89514, best error:       752.30823 on epoch:    51, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 141.3857574463s, input_fired_time: 1.4051371813, output_fired_time: 1.4332724810, propagate_forward_time: 50.2170600891, propagate_backward_time: 85.4569320679, weight_update_time: 0.3758675456, other_time: 2.8733596802
epoch time: 12.5182008743s, input_fired_time: 0.4019894600, output_fired_time: 0.0000000000, propagate_forward_time: 11.4041662216, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7120447159
validation[          , genome  7080] predictions:    9735/  10000 (97.35%), best:    9769/10000 (97.69%), error:       873.63171, best error:       752.30823 on epoch:    51, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 157.7489776611s, input_fired_time: 1.2236269712, output_fired_time: 1.0294185877, propagate_forward_time: 55.1377258301, propagate_backward_time: 95.5563507080, weight_update_time: 0.3871944845, other_time: 4.8018493652
epoch time: 13.0915670395s, input_fired_time: 0.1556713283, output_fired_time: 0.0000000000, propagate_forward_time: 12.2125816345, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7233142853
validation[          , genome  7080] predictions:    9724/  10000 (97.24%), best:    9769/10000 (97.69%), error:       958.28162, best error:       752.30823 on epoch:    51, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 168.9842681885s, input_fired_time: 2.0253987312, output_fired_time: 1.3479840755, propagate_forward_time: 63.2416725159, propagate_backward_time: 99.1947937012, weight_update_time: 0.1449138671, other_time: 3.1744232178
epoch time: 12.5978136063s, input_fired_time: 0.4003320932, output_fired_time: 0.0000000000, propagate_forward_time: 11.4935112000, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7039699554
validation[          , genome  7080] predictions:    9706/  10000 (97.06%), best:    9769/10000 (97.69%), error:       954.48907, best error:       752.30823 on epoch:    51, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 155.2441558838s, input_fired_time: 1.4656150341, output_fired_time: 1.2666693926, propagate_forward_time: 58.3763694763, propagate_backward_time: 90.6033020020, weight_update_time: 0.1354612857, other_time: 3.5321960449
epoch time: 14.0130357742s, input_fired_time: 0.1635715961, output_fired_time: 0.0000000000, propagate_forward_time: 13.3565711975, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4928932190
validation[          , genome  7080] predictions:    9706/  10000 (97.06%), best:    9769/10000 (97.69%), error:       941.88495, best error:       752.30823 on epoch:    51, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 160.0525665283s, input_fired_time: 1.9877789021, output_fired_time: 1.5420930386, propagate_forward_time: 57.2291679382, propagate_backward_time: 95.9632034302, weight_update_time: 0.1389238834, other_time: 3.3303146362
epoch time: 13.3740415573s, input_fired_time: 0.1598938257, output_fired_time: 0.0000000000, propagate_forward_time: 12.4836969376, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7304506302
validation[          , genome  7080] predictions:    9730/  10000 (97.30%), best:    9769/10000 (97.69%), error:       842.51270, best error:       752.30823 on epoch:    51, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 161.1315612793s, input_fired_time: 1.7412067652, output_fired_time: 1.2995774746, propagate_forward_time: 57.1068496704, propagate_backward_time: 97.3925399780, weight_update_time: 0.1392275244, other_time: 3.5913848877
epoch time: 12.1275348663s, input_fired_time: 0.1492502242, output_fired_time: 0.0000000000, propagate_forward_time: 11.5296821594, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4486026764
validation[          , genome  7080] predictions:    9765/  10000 (97.65%), best:    9769/10000 (97.69%), error:       789.37207, best error:       752.30823 on epoch:    51, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 144.6043853760s, input_fired_time: 1.6724793911, output_fired_time: 1.4561363459, propagate_forward_time: 51.8599510193, propagate_backward_time: 86.4597930908, weight_update_time: 0.1278308332, other_time: 3.1560211182
epoch time: 12.2909679413s, input_fired_time: 0.1507918686, output_fired_time: 0.0000000000, propagate_forward_time: 11.6854658127, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4547100067
validation[          , genome  7080] predictions:    9771/  10000 (97.71%), best:    9769/10000 (97.69%), error:       830.95850, best error:       752.30823 on epoch:    51, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 149.5074005127s, input_fired_time: 1.1898628473, output_fired_time: 1.2352104187, propagate_forward_time: 53.3732452393, propagate_backward_time: 89.4993667603, weight_update_time: 0.1309642792, other_time: 4.2097091675
epoch time: 10.1606054306s, input_fired_time: 0.1331757754, output_fired_time: 0.0000000000, propagate_forward_time: 9.6262445450, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4011850357
validation[          , genome  7080] predictions:    9757/  10000 (97.57%), best:    9769/10000 (97.69%), error:       840.30084, best error:       752.30823 on epoch:    51, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 136.7248382568s, input_fired_time: 2.3850345612, output_fired_time: 0.9057612419, propagate_forward_time: 48.6240005493, propagate_backward_time: 81.7379913330, weight_update_time: 0.3722890317, other_time: 3.0720443726
epoch time: 10.7137441635s, input_fired_time: 0.1367392987, output_fired_time: 0.0000000000, propagate_forward_time: 9.9145116806, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6624927521
validation[          , genome  7080] predictions:    9763/  10000 (97.63%), best:    9769/10000 (97.69%), error:       769.97083, best error:       752.30823 on epoch:    51, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 139.3566131592s, input_fired_time: 1.1491299868, output_fired_time: 0.9255813956, propagate_forward_time: 51.5801429749, propagate_backward_time: 83.1016616821, weight_update_time: 0.1238535419, other_time: 2.6001052856
epoch time: 7.5993986130s, input_fired_time: 0.1188810393, output_fired_time: 0.0000000000, propagate_forward_time: 7.1222648621, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3582525253
validation[          , genome  7080] predictions:    9747/  10000 (97.47%), best:    9769/10000 (97.69%), error:       839.64990, best error:       752.30823 on epoch:    51, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 93.3203582764s, input_fired_time: 1.0797195435, output_fired_time: 0.8355481625, propagate_forward_time: 33.8932418823, propagate_backward_time: 55.3370437622, weight_update_time: 0.1134961620, other_time: 2.1748046875
epoch time: 7.5752420425s, input_fired_time: 0.1325045079, output_fired_time: 0.0000000000, propagate_forward_time: 7.0474872589, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3952503204
validation[          , genome  7080] predictions:    9771/  10000 (97.71%), best:    9769/10000 (97.69%), error:       809.35663, best error:       752.30823 on epoch:    51, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 94.0726089478s, input_fired_time: 1.0837399960, output_fired_time: 0.8412597179, propagate_forward_time: 34.2188529968, propagate_backward_time: 55.7389640808, weight_update_time: 0.1139800325, other_time: 2.1897888184
epoch time: 9.5413160324s, input_fired_time: 0.1538531780, output_fired_time: 0.0000000000, propagate_forward_time: 8.9316873550, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4557752609
validation[          , genome  7080] predictions:    9755/  10000 (97.55%), best:    9769/10000 (97.69%), error:       793.56818, best error:       752.30823 on epoch:    51, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 93.0279693604s, input_fired_time: 1.0801184177, output_fired_time: 0.8350099325, propagate_forward_time: 33.7338905334, propagate_backward_time: 55.2055473328, weight_update_time: 0.1130727306, other_time: 2.1734085083
epoch time: 6.3335728645s, input_fired_time: 0.1186900362, output_fired_time: 0.0000000000, propagate_forward_time: 5.8594322205, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3554506302
validation[          , genome  7080] predictions:    9751/  10000 (97.51%), best:    9769/10000 (97.69%), error:       792.74689, best error:       752.30823 on epoch:    51, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 95.9404754639s, input_fired_time: 1.0971705914, output_fired_time: 0.8551324010, propagate_forward_time: 34.9504585266, propagate_backward_time: 56.8269615173, weight_update_time: 0.1159051806, other_time: 2.2107543945
epoch time: 7.5661549568s, input_fired_time: 0.1326611638, output_fired_time: 0.0000000000, propagate_forward_time: 7.0384807587, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3950128555
validation[          , genome  7080] predictions:    9751/  10000 (97.51%), best:    9769/10000 (97.69%), error:       816.26788, best error:       752.30823 on epoch:    51, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 87.9198303223s, input_fired_time: 1.0521759987, output_fired_time: 0.7943685651, propagate_forward_time: 31.6879844666, propagate_backward_time: 52.2847290039, weight_update_time: 0.1084524542, other_time: 2.1005744934
epoch time: 6.3306212425s, input_fired_time: 0.1179450974, output_fired_time: 0.0000000000, propagate_forward_time: 5.8567752838, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3559007645
validation[          , genome  7080] predictions:    9737/  10000 (97.37%), best:    9769/10000 (97.69%), error:       935.31976, best error:       752.30823 on epoch:    51, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 85.5519104004s, input_fired_time: 1.0374548435, output_fired_time: 0.7754262686, propagate_forward_time: 30.7635707855, propagate_backward_time: 50.9120025635, weight_update_time: 0.1060592756, other_time: 2.0634536743
epoch time: 6.3303866386s, input_fired_time: 0.1182676479, output_fired_time: 0.0000000000, propagate_forward_time: 5.8551273346, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3569917679
validation[          , genome  7080] predictions:    9736/  10000 (97.36%), best:    9769/10000 (97.69%), error:       865.86908, best error:       752.30823 on epoch:    51, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 92.8024826050s, input_fired_time: 1.0781314373, output_fired_time: 0.8324522972, propagate_forward_time: 33.6538391113, propagate_backward_time: 55.0784072876, weight_update_time: 0.1128448844, other_time: 2.1596527100
epoch time: 9.3293142319s, input_fired_time: 0.1517171115, output_fired_time: 0.0000000000, propagate_forward_time: 8.7279005051, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4496965408
validation[          , genome  7080] predictions:    9766/  10000 (97.66%), best:    9769/10000 (97.69%), error:       811.72791, best error:       752.30823 on epoch:    51, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 99.7906341553s, input_fired_time: 1.1244513988, output_fired_time: 0.8896726966, propagate_forward_time: 36.5175018311, propagate_backward_time: 59.0025405884, weight_update_time: 0.1189306304, other_time: 2.2564697266
epoch time: 6.6787576675s, input_fired_time: 0.1225520968, output_fired_time: 0.0000000000, propagate_forward_time: 6.1917943954, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3644113541
validation[          , genome  7080] predictions:    9766/  10000 (97.66%), best:    9769/10000 (97.69%), error:       801.65546, best error:       752.30823 on epoch:    51, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 89.1362075806s, input_fired_time: 1.0575343370, output_fired_time: 0.8038971424, propagate_forward_time: 32.2133216858, propagate_backward_time: 52.9620513916, weight_update_time: 0.1086121276, other_time: 2.0994071960
epoch time: 6.6883077621s, input_fired_time: 0.1226422414, output_fired_time: 0.0000000000, propagate_forward_time: 6.1995134354, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3661522865
validation[          , genome  7080] predictions:    9766/  10000 (97.66%), best:    9769/10000 (97.69%), error:       787.91376, best error:       752.30823 on epoch:    51, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 92.5201568604s, input_fired_time: 1.0802435875, output_fired_time: 0.8302199244, propagate_forward_time: 33.5442581177, propagate_backward_time: 54.9213142395, weight_update_time: 0.1117758304, other_time: 2.1441154480
epoch time: 6.6399011612s, input_fired_time: 0.1232899055, output_fired_time: 0.0000000000, propagate_forward_time: 6.1528010368, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3638100624
validation[          , genome  7080] predictions:    9739/  10000 (97.39%), best:    9769/10000 (97.69%), error:       858.00458, best error:       752.30823 on epoch:    51, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 90.4795227051s, input_fired_time: 1.0706415176, output_fired_time: 0.8138255477, propagate_forward_time: 32.7417488098, propagate_backward_time: 53.7295722961, weight_update_time: 0.1106776074, other_time: 2.1237335205
epoch time: 6.3275032043s, input_fired_time: 0.1199700907, output_fired_time: 0.0000000000, propagate_forward_time: 5.8542280197, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3533048630
validation[          , genome  7080] predictions:    9740/  10000 (97.40%), best:    9769/10000 (97.69%), error:       867.56903, best error:       752.30823 on epoch:    51, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 85.8935165405s, input_fired_time: 1.0422178507, output_fired_time: 0.7769868970, propagate_forward_time: 30.8764095306, propagate_backward_time: 51.1461029053, weight_update_time: 0.1059625447, other_time: 2.0517959595
epoch time: 6.5589728355s, input_fired_time: 0.1218900904, output_fired_time: 0.0000000000, propagate_forward_time: 6.0770268440, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3600559235
validation[          , genome  7080] predictions:    9758/  10000 (97.58%), best:    9769/10000 (97.69%), error:       781.89612, best error:       752.30823 on epoch:    51, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 92.2571334839s, input_fired_time: 1.0771721601, output_fired_time: 0.8267016411, propagate_forward_time: 33.4382171631, propagate_backward_time: 54.7736663818, weight_update_time: 0.1115813032, other_time: 2.1413803101
epoch time: 7.4115233421s, input_fired_time: 0.1320109218, output_fired_time: 0.0000000000, propagate_forward_time: 6.8941059113, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3854064941
validation[          , genome  7080] predictions:    9753/  10000 (97.53%), best:    9769/10000 (97.69%), error:       783.83478, best error:       752.30823 on epoch:    51, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 86.1831207275s, input_fired_time: 1.0436612368, output_fired_time: 0.7801611423, propagate_forward_time: 31.0189666748, propagate_backward_time: 51.2807083130, weight_update_time: 0.1061089113, other_time: 2.0596237183
epoch time: 6.3263425827s, input_fired_time: 0.1187432930, output_fired_time: 0.0000000000, propagate_forward_time: 5.8548731804, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3527259827
validation[          , genome  7080] predictions:    9759/  10000 (97.59%), best:    9769/10000 (97.69%), error:       812.36731, best error:       752.30823 on epoch:    51, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 89.4619064331s, input_fired_time: 1.0648800135, output_fired_time: 0.8055369854, propagate_forward_time: 32.3009643555, propagate_backward_time: 53.1865615845, weight_update_time: 0.1089996994, other_time: 2.1039657593
epoch time: 6.7005228996s, input_fired_time: 0.1241689995, output_fired_time: 0.0000000000, propagate_forward_time: 6.2091898918, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3671641350
validation[          , genome  7080] predictions:    9737/  10000 (97.37%), best:    9769/10000 (97.69%), error:       852.94012, best error:       752.30823 on epoch:    51, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 100.1354980469s, input_fired_time: 1.1296476126, output_fired_time: 0.8883718252, propagate_forward_time: 36.6336364746, propagate_backward_time: 59.2301292419, weight_update_time: 0.1189259663, other_time: 2.2537117004
epoch time: 6.6885094643s, input_fired_time: 0.1245428100, output_fired_time: 0.0000000000, propagate_forward_time: 6.2003030777, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3636636734
validation[          , genome  7080] predictions:    9752/  10000 (97.52%), best:    9769/10000 (97.69%), error:       825.29266, best error:       752.30823 on epoch:    51, 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: 37.3416366577s, input_fired_time: 0.6391558647, output_fired_time: 0.0000000000, propagate_forward_time: 34.6883201599, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0141601563
best training[          , genome  7080] predictions:   49481/  50000 (98.96%), best:    9769/10000 (97.69%), error:      1845.16919, best error:       752.30823 on epoch:    51, 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: 7.3155369759s, input_fired_time: 0.1243825480, output_fired_time: 0.0000000000, propagate_forward_time: 6.8044996262, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3866548538
   testing[          , genome  7080] predictions:    9766/  10000 (97.66%), best:    9769/10000 (97.69%), error:       767.46747, best error:       752.30823 on epoch:    51, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
15:09:40 (1160): called boinc_finish(0)

</stderr_txt>
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