Nameexact_genome_1512568488_43_5011_0
Workunit2596357
Created7 Dec 2017, 12:50:53 UTC
Sent7 Dec 2017, 12:58:57 UTC
Report deadline12 Dec 2017, 5:33:15 UTC
Received8 Dec 2017, 0:00:27 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID57373
Run time2 hours 29 min 24 sec
CPU time2 hours 28 min 33 sec
Validate stateValid
Credit1,172.62
Device peak FLOPS3.51 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size153.75 MB
Peak swap size157.11 MB
Peak disk usage1.61 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
t_fired_time: 0.0969659537, output_fired_time: 0.0000000000, propagate_forward_time: 6.0251874924, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4583129883
validation[          , genome  5011] predictions:    9486/  10000 (94.86%), best:    9595/10000 (95.95%), error:      1702.02673, best error:      1441.72571 on epoch:    10, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 80.7043762207s, input_fired_time: 0.7677448392, output_fired_time: 0.6974179745, propagate_forward_time: 30.1515464783, propagate_backward_time: 46.5136795044, weight_update_time: 0.1169356629, other_time: 2.5739860535
epoch time: 6.7489657402s, input_fired_time: 0.1044200435, output_fired_time: 0.0000000000, propagate_forward_time: 6.1602344513, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4843111038
validation[          , genome  5011] predictions:    9573/  10000 (95.73%), best:    9595/10000 (95.95%), error:      1471.34399, best error:      1441.72571 on epoch:    10, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 80.8419799805s, input_fired_time: 0.7849408388, output_fired_time: 0.6994073391, propagate_forward_time: 30.1330738068, propagate_backward_time: 46.5820007324, weight_update_time: 0.1184147447, other_time: 2.6425552368
epoch time: 6.4783182144s, input_fired_time: 0.0952250585, output_fired_time: 0.0000000000, propagate_forward_time: 5.9348354340, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4482579231
validation[          , genome  5011] predictions:    9558/  10000 (95.58%), best:    9595/10000 (95.95%), error:      1493.41711, best error:      1441.72571 on epoch:    10, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 80.1593017578s, input_fired_time: 0.7645149827, output_fired_time: 0.6808221936, propagate_forward_time: 29.9576530457, propagate_backward_time: 46.2317619324, weight_update_time: 0.1148914546, other_time: 2.5245437622
epoch time: 6.6174402237s, input_fired_time: 0.0991258472, output_fired_time: 0.0000000000, propagate_forward_time: 6.0417442322, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4765701294
validation[          , genome  5011] predictions:    9480/  10000 (94.80%), best:    9595/10000 (95.95%), error:      1791.89331, best error:      1441.72571 on epoch:    10, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 81.3411026001s, input_fired_time: 0.7909672260, output_fired_time: 0.6954985857, propagate_forward_time: 30.4284591675, propagate_backward_time: 46.7653198242, weight_update_time: 0.1191990748, other_time: 2.6608581543
epoch time: 6.5375075340s, input_fired_time: 0.0970264599, output_fired_time: 0.0000000000, propagate_forward_time: 5.9898376465, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4506435394
validation[          , genome  5011] predictions:    9543/  10000 (95.43%), best:    9595/10000 (95.95%), error:      1578.80273, best error:      1441.72571 on epoch:    10, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 80.7536163330s, input_fired_time: 0.7737170458, output_fired_time: 0.6881088018, propagate_forward_time: 30.1818981171, propagate_backward_time: 46.5244674683, weight_update_time: 0.1166013479, other_time: 2.5854187012
epoch time: 6.5347132683s, input_fired_time: 0.0966354534, output_fired_time: 0.0000000000, propagate_forward_time: 5.9864521027, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4516258240
validation[          , genome  5011] predictions:    9601/  10000 (96.01%), best:    9601/10000 (96.01%), error:      1385.51123, best error:      1385.51123 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 81.0388946533s, input_fired_time: 0.7830046415, output_fired_time: 0.7070437670, propagate_forward_time: 30.2895774841, propagate_backward_time: 46.6581916809, weight_update_time: 0.1171679497, other_time: 2.6010742188
epoch time: 6.5804505348s, input_fired_time: 0.0988448858, output_fired_time: 0.0000000000, propagate_forward_time: 6.0242853165, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4573202133
validation[          , genome  5011] predictions:    9581/  10000 (95.81%), best:    9601/10000 (96.01%), error:      1450.79089, best error:      1385.51123 on epoch:    19, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 82.1615905762s, input_fired_time: 0.7855525613, output_fired_time: 0.6967618465, propagate_forward_time: 30.6126575470, propagate_backward_time: 47.3093414307, weight_update_time: 0.1372031569, other_time: 2.7572784424
epoch time: 6.4639668465s, input_fired_time: 0.0958534405, output_fired_time: 0.0000000000, propagate_forward_time: 5.9221992493, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4459142685
validation[          , genome  5011] predictions:    9593/  10000 (95.93%), best:    9593/10000 (95.93%), error:      1377.02759, best error:      1377.02759 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 80.6413192749s, input_fired_time: 0.7688181400, output_fired_time: 0.6900641918, propagate_forward_time: 30.1168079376, propagate_backward_time: 46.4860572815, weight_update_time: 0.1171520576, other_time: 2.5795707703
epoch time: 6.4497404099s, input_fired_time: 0.0967827514, output_fired_time: 0.0000000000, propagate_forward_time: 5.9054827690, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4474749565
validation[          , genome  5011] predictions:    9590/  10000 (95.90%), best:    9593/10000 (95.93%), error:      1409.31018, best error:      1377.02759 on epoch:    21, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 81.5802001953s, input_fired_time: 0.7878659368, output_fired_time: 0.6883020401, propagate_forward_time: 30.4353981018, propagate_backward_time: 46.9878845215, weight_update_time: 0.1277107745, other_time: 2.6807518005
epoch time: 6.4771208763s, input_fired_time: 0.0970837474, output_fired_time: 0.0000000000, propagate_forward_time: 5.9289412498, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4510960579
validation[          , genome  5011] predictions:    9604/  10000 (96.04%), best:    9593/10000 (95.93%), error:      1411.70764, best error:      1377.02759 on epoch:    21, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 81.0954971313s, input_fired_time: 0.7950973511, output_fired_time: 0.6881612539, propagate_forward_time: 30.2347736359, propagate_backward_time: 46.7052307129, weight_update_time: 0.1171427891, other_time: 2.6722335815
epoch time: 6.5733833313s, input_fired_time: 0.0974884853, output_fired_time: 0.0000000000, propagate_forward_time: 6.0170788765, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4588160515
validation[          , genome  5011] predictions:    9597/  10000 (95.97%), best:    9597/10000 (95.97%), error:      1364.37976, best error:      1364.37976 on epoch:    24, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 80.9724197388s, input_fired_time: 0.7939328551, output_fired_time: 0.6965600848, propagate_forward_time: 30.1659069061, propagate_backward_time: 46.6735038757, weight_update_time: 0.1171219423, other_time: 2.6425132751
epoch time: 6.6056141853s, input_fired_time: 0.1021218747, output_fired_time: 0.0000000000, propagate_forward_time: 6.0439710617, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4595212936
validation[          , genome  5011] predictions:    9646/  10000 (96.46%), best:    9646/10000 (96.46%), error:      1272.48206, best error:      1272.48206 on epoch:    25, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 81.2814178467s, input_fired_time: 0.7767995000, output_fired_time: 0.6994450092, propagate_forward_time: 30.3656272888, propagate_backward_time: 46.7950553894, weight_update_time: 0.1172942519, other_time: 2.6444854736
epoch time: 6.4004573822s, input_fired_time: 0.0965526775, output_fired_time: 0.0000000000, propagate_forward_time: 5.8579807281, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4459238052
validation[          , genome  5011] predictions:    9623/  10000 (96.23%), best:    9646/10000 (96.46%), error:      1317.20447, best error:      1272.48206 on epoch:    25, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 81.1057586670s, input_fired_time: 0.7833192348, output_fired_time: 0.6896761656, propagate_forward_time: 30.1977596283, propagate_backward_time: 46.7821350098, weight_update_time: 0.1169810742, other_time: 2.6528701782
epoch time: 6.7865600586s, input_fired_time: 0.1027842388, output_fired_time: 0.0000000000, propagate_forward_time: 6.2003073692, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4834685326
validation[          , genome  5011] predictions:    9595/  10000 (95.95%), best:    9646/10000 (96.46%), error:      1420.26733, best error:      1272.48206 on epoch:    25, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 82.0105438232s, input_fired_time: 0.8104608655, output_fired_time: 0.6997864246, propagate_forward_time: 30.5953674316, propagate_backward_time: 47.1875953674, weight_update_time: 0.1179774106, other_time: 2.7173347473
epoch time: 6.5526847839s, input_fired_time: 0.0987781659, output_fired_time: 0.0000000000, propagate_forward_time: 6.0004839897, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4534225464
validation[          , genome  5011] predictions:    9634/  10000 (96.34%), best:    9646/10000 (96.46%), error:      1287.70093, best error:      1272.48206 on epoch:    25, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 81.1203613281s, input_fired_time: 0.7940648794, output_fired_time: 0.6838198304, propagate_forward_time: 30.2369060516, propagate_backward_time: 46.7325477600, weight_update_time: 0.1225805804, other_time: 2.6730155945
epoch time: 6.7454195023s, input_fired_time: 0.1033293605, output_fired_time: 0.0000000000, propagate_forward_time: 6.1542801857, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4878101349
validation[          , genome  5011] predictions:    9551/  10000 (95.51%), best:    9646/10000 (96.46%), error:      1546.08875, best error:      1272.48206 on epoch:    25, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 80.6418762207s, input_fired_time: 0.7853338122, output_fired_time: 0.6946665049, propagate_forward_time: 30.1315841675, propagate_backward_time: 46.4338951111, weight_update_time: 0.1175286770, other_time: 2.5964012146
epoch time: 6.5503578186s, input_fired_time: 0.0984988660, output_fired_time: 0.0000000000, propagate_forward_time: 5.9985923767, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4532666206
validation[          , genome  5011] predictions:    9610/  10000 (96.10%), best:    9646/10000 (96.46%), error:      1285.20227, best error:      1272.48206 on epoch:    25, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 80.3405456543s, input_fired_time: 0.7783158422, output_fired_time: 0.6932407618, propagate_forward_time: 29.9699821472, propagate_backward_time: 46.3120193481, weight_update_time: 0.1163357571, other_time: 2.5869941711
epoch time: 6.6752791405s, input_fired_time: 0.1011584476, output_fired_time: 0.0000000000, propagate_forward_time: 6.0877227783, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4863977432
validation[          , genome  5011] predictions:    9623/  10000 (96.23%), best:    9646/10000 (96.46%), error:      1273.87476, best error:      1272.48206 on epoch:    25, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 80.9546356201s, input_fired_time: 0.7818945646, output_fired_time: 0.6951159239, propagate_forward_time: 30.1585197449, propagate_backward_time: 46.7143821716, weight_update_time: 0.1175726727, other_time: 2.6047286987
epoch time: 6.6012387276s, input_fired_time: 0.1001575589, output_fired_time: 0.0000000000, propagate_forward_time: 6.0266351700, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4744458199
validation[          , genome  5011] predictions:    9649/  10000 (96.49%), best:    9649/10000 (96.49%), error:      1254.35461, best error:      1254.35461 on epoch:    32, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 80.5940093994s, input_fired_time: 0.7740293145, output_fired_time: 0.6844502687, propagate_forward_time: 30.1407775879, propagate_backward_time: 46.4328765869, weight_update_time: 0.1165503487, other_time: 2.5618743896
epoch time: 6.5858759880s, input_fired_time: 0.0995183960, output_fired_time: 0.0000000000, propagate_forward_time: 6.0291810036, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4571766853
validation[          , genome  5011] predictions:    9608/  10000 (96.08%), best:    9649/10000 (96.49%), error:      1311.81006, best error:      1254.35461 on epoch:    32, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 80.6898422241s, input_fired_time: 0.7791116834, output_fired_time: 0.6845287085, propagate_forward_time: 30.1407775879, propagate_backward_time: 46.4760093689, weight_update_time: 0.1162837446, other_time: 2.6094093323
epoch time: 6.5534772873s, input_fired_time: 0.0981742740, output_fired_time: 0.0000000000, propagate_forward_time: 6.0003395081, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4549636841
validation[          , genome  5011] predictions:    9632/  10000 (96.32%), best:    9632/10000 (96.32%), error:      1241.86365, best error:      1241.86365 on epoch:    34, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 82.0347061157s, input_fired_time: 0.7938464284, output_fired_time: 0.7089048028, propagate_forward_time: 30.5425300598, propagate_backward_time: 47.2445869446, weight_update_time: 0.1175353378, other_time: 2.7448348999
epoch time: 6.6153559685s, input_fired_time: 0.1053612381, output_fired_time: 0.0000000000, propagate_forward_time: 6.0430850983, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4669094086
validation[          , genome  5011] predictions:    9628/  10000 (96.28%), best:    9632/10000 (96.32%), error:      1270.15332, best error:      1241.86365 on epoch:    34, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 81.3392868042s, input_fired_time: 0.8019207120, output_fired_time: 0.6876097322, propagate_forward_time: 30.3306407928, propagate_backward_time: 46.8193969727, weight_update_time: 0.1180782095, other_time: 2.6997222900
epoch time: 6.5492630005s, input_fired_time: 0.1003787443, output_fired_time: 0.0000000000, propagate_forward_time: 5.9849114418, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4639730453
validation[          , genome  5011] predictions:    9619/  10000 (96.19%), best:    9632/10000 (96.32%), error:      1319.60010, best error:      1241.86365 on epoch:    34, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 81.5089340210s, input_fired_time: 0.7900315523, output_fired_time: 0.6958506107, propagate_forward_time: 30.3587760925, propagate_backward_time: 46.9472579956, weight_update_time: 0.1182089746, other_time: 2.7170143127
epoch time: 6.5694565773s, input_fired_time: 0.0995006785, output_fired_time: 0.0000000000, propagate_forward_time: 6.0139164925, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4560394287
validation[          , genome  5011] predictions:    9645/  10000 (96.45%), best:    9645/10000 (96.45%), error:      1229.44470, best error:      1229.44470 on epoch:    37, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 80.7458953857s, input_fired_time: 0.7995325327, output_fired_time: 0.6880620122, propagate_forward_time: 30.1520404816, propagate_backward_time: 46.4447631836, weight_update_time: 0.1170866862, other_time: 2.6614990234
epoch time: 6.6051669121s, input_fired_time: 0.1010542437, output_fired_time: 0.0000000000, propagate_forward_time: 6.0306358337, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4734768867
validation[          , genome  5011] predictions:    9662/  10000 (96.62%), best:    9662/10000 (96.62%), error:      1196.44482, best error:      1196.44482 on epoch:    38, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 80.6829071045s, input_fired_time: 0.7766532898, output_fired_time: 0.6928526759, propagate_forward_time: 30.1733398438, propagate_backward_time: 46.5030555725, weight_update_time: 0.1167462543, other_time: 2.5369987488
epoch time: 6.6293959618s, input_fired_time: 0.1011255682, output_fired_time: 0.0000000000, propagate_forward_time: 6.0605888367, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4676814079
validation[          , genome  5011] predictions:    9636/  10000 (96.36%), best:    9662/10000 (96.62%), error:      1227.09595, best error:      1196.44482 on epoch:    38, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 81.0797119141s, input_fired_time: 0.7920575142, output_fired_time: 0.7084701061, propagate_forward_time: 30.2654342651, propagate_backward_time: 46.6402435303, weight_update_time: 0.1178320646, other_time: 2.6735000610
epoch time: 6.6585202217s, input_fired_time: 0.0997351781, output_fired_time: 0.0000000000, propagate_forward_time: 6.0945100784, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4642748833
validation[          , genome  5011] predictions:    9654/  10000 (96.54%), best:    9654/10000 (96.54%), error:      1179.31372, best error:      1179.31372 on epoch:    40, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 82.5022659302s, input_fired_time: 0.8062252402, output_fired_time: 0.6958492994, propagate_forward_time: 30.7537231445, propagate_backward_time: 47.4571952820, weight_update_time: 0.1183140576, other_time: 2.7892723083
epoch time: 6.8005599976s, input_fired_time: 0.1083615571, output_fired_time: 0.0000000000, propagate_forward_time: 6.1899814606, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5022168159
validation[          , genome  5011] predictions:    9620/  10000 (96.20%), best:    9654/10000 (96.54%), error:      1262.98071, best error:      1179.31372 on epoch:    40, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 81.2542495728s, input_fired_time: 0.8013957739, output_fired_time: 0.7012031078, propagate_forward_time: 30.2822742462, propagate_backward_time: 46.8196105957, weight_update_time: 0.1175257713, other_time: 2.6497650146
epoch time: 6.8238039017s, input_fired_time: 0.0994160622, output_fired_time: 0.0000000000, propagate_forward_time: 6.2601327896, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4642548561
validation[          , genome  5011] predictions:    9643/  10000 (96.43%), best:    9654/10000 (96.54%), error:      1230.70630, best error:      1179.31372 on epoch:    40, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 80.5934066772s, input_fired_time: 0.7729889154, output_fired_time: 0.6850930452, propagate_forward_time: 30.0568351746, propagate_backward_time: 46.4953613281, weight_update_time: 0.1163976416, other_time: 2.5831260681
epoch time: 6.5523962975s, input_fired_time: 0.0995271578, output_fired_time: 0.0000000000, propagate_forward_time: 6.0011863708, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4516825676
validation[          , genome  5011] predictions:    9644/  10000 (96.44%), best:    9654/10000 (96.54%), error:      1206.43323, best error:      1179.31372 on epoch:    40, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 81.2557067871s, input_fired_time: 0.8187763691, output_fired_time: 0.7054705620, propagate_forward_time: 30.2433452606, propagate_backward_time: 46.7704391479, weight_update_time: 0.1180465892, other_time: 2.7176742554
epoch time: 6.6778750420s, input_fired_time: 0.1098416746, output_fired_time: 0.0000000000, propagate_forward_time: 6.0995464325, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4684867859
validation[          , genome  5011] predictions:    9650/  10000 (96.50%), best:    9654/10000 (96.54%), error:      1191.97009, best error:      1179.31372 on epoch:    40, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 81.1684494019s, input_fired_time: 0.7910616994, output_fired_time: 0.6893340945, propagate_forward_time: 30.2470798492, propagate_backward_time: 46.7771987915, weight_update_time: 0.1228249371, other_time: 2.6637802124
epoch time: 6.6281886101s, input_fired_time: 0.1020715609, output_fired_time: 0.0000000000, propagate_forward_time: 6.0630078316, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4631090164
validation[          , genome  5011] predictions:    9573/  10000 (95.73%), best:    9654/10000 (96.54%), error:      1386.12427, best error:      1179.31372 on epoch:    40, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 81.2850875854s, input_fired_time: 0.7985359430, output_fired_time: 0.6937793493, propagate_forward_time: 30.2500953674, propagate_backward_time: 46.8693771362, weight_update_time: 0.1178820655, other_time: 2.6732978821
epoch time: 6.5556526184s, input_fired_time: 0.0999670625, output_fired_time: 0.0000000000, propagate_forward_time: 6.0025763512, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4531092644
validation[          , genome  5011] predictions:    9651/  10000 (96.51%), best:    9654/10000 (96.54%), error:      1194.29236, best error:      1179.31372 on epoch:    40, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 80.7826919556s, input_fired_time: 0.7862190604, output_fired_time: 0.6940900087, propagate_forward_time: 30.1326580048, propagate_backward_time: 46.5593605042, weight_update_time: 0.1176821589, other_time: 2.6103630066
epoch time: 6.5697898865s, input_fired_time: 0.0991166681, output_fired_time: 0.0000000000, propagate_forward_time: 6.0192246437, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4514484406
validation[          , genome  5011] predictions:    9661/  10000 (96.61%), best:    9654/10000 (96.54%), error:      1179.67700, best error:      1179.31372 on epoch:    40, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 81.4649658203s, input_fired_time: 0.7972126603, output_fired_time: 0.6959495544, propagate_forward_time: 30.4177322388, propagate_backward_time: 46.9256553650, weight_update_time: 0.1228039712, other_time: 2.6284141541
epoch time: 6.4852724075s, input_fired_time: 0.0986306667, output_fired_time: 0.0000000000, propagate_forward_time: 5.9414782524, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4451632500
validation[          , genome  5011] predictions:    9654/  10000 (96.54%), best:    9654/10000 (96.54%), error:      1164.55322, best error:      1164.55322 on epoch:    48, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 81.6450881958s, input_fired_time: 0.7900134325, output_fired_time: 0.6960880756, propagate_forward_time: 30.4527320862, propagate_backward_time: 46.9883728027, weight_update_time: 0.1298211217, other_time: 2.7178764343
epoch time: 6.5734424591s, input_fired_time: 0.0994735733, output_fired_time: 0.0000000000, propagate_forward_time: 6.0227446556, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4512243271
validation[          , genome  5011] predictions:    9605/  10000 (96.05%), best:    9654/10000 (96.54%), error:      1299.89807, best error:      1164.55322 on epoch:    48, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 80.7303161621s, input_fired_time: 0.7790613770, output_fired_time: 0.6861817837, propagate_forward_time: 30.1438369751, propagate_backward_time: 46.5091819763, weight_update_time: 0.1167791337, other_time: 2.6120567322
epoch time: 6.6066946983s, input_fired_time: 0.0985081643, output_fired_time: 0.0000000000, propagate_forward_time: 6.0520081520, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4561781883
validation[          , genome  5011] predictions:    9633/  10000 (96.33%), best:    9654/10000 (96.54%), error:      1189.60327, best error:      1164.55322 on epoch:    48, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 80.8667144775s, input_fired_time: 0.7860326767, output_fired_time: 0.7068483233, propagate_forward_time: 30.2234840393, propagate_backward_time: 46.5889053345, weight_update_time: 0.1175376624, other_time: 2.5614433289
epoch time: 6.5856947899s, input_fired_time: 0.1058394611, output_fired_time: 0.0000000000, propagate_forward_time: 6.0285716057, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4512839317
validation[          , genome  5011] predictions:    9641/  10000 (96.41%), best:    9654/10000 (96.54%), error:      1176.57068, best error:      1164.55322 on epoch:    48, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 80.5973739624s, input_fired_time: 0.7926929593, output_fired_time: 0.6939426661, propagate_forward_time: 30.0688991547, propagate_backward_time: 46.4523773193, weight_update_time: 0.1169003099, other_time: 2.5894622803
epoch time: 6.6253838539s, input_fired_time: 0.1057194471, output_fired_time: 0.0000000000, propagate_forward_time: 6.0615816116, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4580826759
validation[          , genome  5011] predictions:    9654/  10000 (96.54%), best:    9654/10000 (96.54%), error:      1146.06677, best error:      1146.06677 on epoch:    52, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 81.2172775269s, input_fired_time: 0.7886375785, output_fired_time: 0.7016432285, propagate_forward_time: 30.3276329041, propagate_backward_time: 46.7622604370, weight_update_time: 0.1189511716, other_time: 2.6371040344
epoch time: 6.5413103104s, input_fired_time: 0.0993821621, output_fired_time: 0.0000000000, propagate_forward_time: 5.9903750420, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4515528679
validation[          , genome  5011] predictions:    9626/  10000 (96.26%), best:    9654/10000 (96.54%), error:      1265.68152, best error:      1146.06677 on epoch:    52, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 81.4644317627s, input_fired_time: 0.7961962819, output_fired_time: 0.7100662589, propagate_forward_time: 30.3642234802, propagate_backward_time: 46.8877449036, weight_update_time: 0.1186556667, other_time: 2.7061996460
epoch time: 6.6024255753s, input_fired_time: 0.1004180536, output_fired_time: 0.0000000000, propagate_forward_time: 6.0445284843, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4574790001
validation[          , genome  5011] predictions:    9559/  10000 (95.59%), best:    9654/10000 (96.54%), error:      1416.16357, best error:      1146.06677 on epoch:    52, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 82.7579803467s, input_fired_time: 0.8015787005, output_fired_time: 0.7133939862, propagate_forward_time: 30.9088726044, propagate_backward_time: 47.5643806458, weight_update_time: 0.1204571873, other_time: 2.7697486877
epoch time: 6.9459676743s, input_fired_time: 0.1096484736, output_fired_time: 0.0000000000, propagate_forward_time: 6.3174324036, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5188865662
validation[          , genome  5011] predictions:    9665/  10000 (96.65%), best:    9654/10000 (96.54%), error:      1157.59387, best error:      1146.06677 on epoch:    52, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 80.6904678345s, input_fired_time: 0.7938890457, output_fired_time: 0.6882818341, propagate_forward_time: 30.1712036133, propagate_backward_time: 46.4598083496, weight_update_time: 0.1173371598, other_time: 2.5772857666
epoch time: 6.7910823822s, input_fired_time: 0.1083917469, output_fired_time: 0.0000000000, propagate_forward_time: 6.1960024834, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4866881371
validation[          , genome  5011] predictions:    9639/  10000 (96.39%), best:    9654/10000 (96.54%), error:      1238.88049, best error:      1146.06677 on epoch:    52, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 81.0482635498s, input_fired_time: 0.7846623063, output_fired_time: 0.6972456574, propagate_forward_time: 30.2341747284, propagate_backward_time: 46.7288970947, weight_update_time: 0.1173559502, other_time: 2.6032867432
epoch time: 6.5504059792s, input_fired_time: 0.0990769938, output_fired_time: 0.0000000000, propagate_forward_time: 5.9986515045, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4526772499
validation[          , genome  5011] predictions:    9628/  10000 (96.28%), best:    9654/10000 (96.54%), error:      1243.41614, best error:      1146.06677 on epoch:    52, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 81.4558334351s, input_fired_time: 0.7954568267, output_fired_time: 0.7024191618, propagate_forward_time: 30.3210086823, propagate_backward_time: 46.9167556763, weight_update_time: 0.1340673268, other_time: 2.7201995850
epoch time: 6.7172002792s, input_fired_time: 0.1007189527, output_fired_time: 0.0000000000, propagate_forward_time: 6.1441488266, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4723324776
validation[          , genome  5011] predictions:    9652/  10000 (96.52%), best:    9652/10000 (96.52%), error:      1138.37024, best error:      1138.37024 on epoch:    58, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 81.6699447632s, input_fired_time: 0.7948493361, output_fired_time: 0.6921190619, propagate_forward_time: 30.5137653351, propagate_backward_time: 47.0275688171, weight_update_time: 0.1165278107, other_time: 2.6416511536
epoch time: 6.7539200783s, input_fired_time: 0.1046126261, output_fired_time: 0.0000000000, propagate_forward_time: 6.1766595840, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4726476669
validation[          , genome  5011] predictions:    9620/  10000 (96.20%), best:    9652/10000 (96.52%), error:      1277.69910, best error:      1138.37024 on epoch:    58, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 80.6798553467s, input_fired_time: 0.7921110392, output_fired_time: 0.6912106872, propagate_forward_time: 30.1232223511, propagate_backward_time: 46.4347305298, weight_update_time: 0.1177534461, other_time: 2.6385803223
epoch time: 6.4549102783s, input_fired_time: 0.0991423875, output_fired_time: 0.0000000000, propagate_forward_time: 5.9097304344, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4460372925
validation[          , genome  5011] predictions:    9641/  10000 (96.41%), best:    9652/10000 (96.52%), error:      1242.82373, best error:      1138.37024 on epoch:    58, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 81.0500411987s, input_fired_time: 0.7957730293, output_fired_time: 0.6853736043, propagate_forward_time: 30.2633819580, propagate_backward_time: 46.6404914856, weight_update_time: 0.1175240427, other_time: 2.6650199890
epoch time: 6.5861468315s, input_fired_time: 0.1001198739, output_fired_time: 0.0000000000, propagate_forward_time: 6.0309677124, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4550590515
validation[          , genome  5011] predictions:    9633/  10000 (96.33%), best:    9652/10000 (96.52%), error:      1239.64307, best error:      1138.37024 on epoch:    58, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 80.9819488525s, input_fired_time: 0.7937772274, output_fired_time: 0.6928663850, propagate_forward_time: 30.2892570496, propagate_backward_time: 46.6198081970, weight_update_time: 0.1224851683, other_time: 2.5862426758
epoch time: 6.6254062653s, input_fired_time: 0.1032379568, output_fired_time: 0.0000000000, propagate_forward_time: 6.0621266365, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4600415230
validation[          , genome  5011] predictions:    9650/  10000 (96.50%), best:    9652/10000 (96.52%), error:      1219.06824, best error:      1138.37024 on epoch:    58, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 80.6202621460s, input_fired_time: 0.7915529609, output_fired_time: 0.7039071918, propagate_forward_time: 30.1036987305, propagate_backward_time: 46.4443435669, weight_update_time: 0.1171528697, other_time: 2.5767593384
epoch time: 6.5307927132s, input_fired_time: 0.0999193639, output_fired_time: 0.0000000000, propagate_forward_time: 5.9790434837, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4518299103
validation[          , genome  5011] predictions:    9644/  10000 (96.44%), best:    9652/10000 (96.52%), error:      1195.82288, best error:      1138.37024 on epoch:    58, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 80.7548904419s, input_fired_time: 0.7959870696, output_fired_time: 0.6922403574, propagate_forward_time: 30.1552391052, propagate_backward_time: 46.5253334045, weight_update_time: 0.1172125265, other_time: 2.5860900879
epoch time: 6.6171126366s, input_fired_time: 0.1050013676, output_fired_time: 0.0000000000, propagate_forward_time: 6.0467591286, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4653520584
validation[          , genome  5011] predictions:    9638/  10000 (96.38%), best:    9652/10000 (96.52%), error:      1248.14575, best error:      1138.37024 on epoch:    58, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 81.0309448242s, input_fired_time: 0.7885470986, output_fired_time: 0.6950583458, propagate_forward_time: 30.2067298889, propagate_backward_time: 46.7232971191, weight_update_time: 0.1179779619, other_time: 2.6173133850
epoch time: 6.4976644516s, input_fired_time: 0.0996374786, output_fired_time: 0.0000000000, propagate_forward_time: 5.9509358406, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4470911026
validation[          , genome  5011] predictions:    9667/  10000 (96.67%), best:    9652/10000 (96.52%), error:      1156.42883, best error:      1138.37024 on epoch:    58, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 80.7857437134s, input_fired_time: 0.7964009643, output_fired_time: 0.7094153762, propagate_forward_time: 30.1549396515, propagate_backward_time: 46.5263633728, weight_update_time: 0.1167611927, other_time: 2.5986289978
epoch time: 6.5229482651s, input_fired_time: 0.0999133885, output_fired_time: 0.0000000000, propagate_forward_time: 5.9712862968, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4517483711
validation[          , genome  5011] predictions:    9635/  10000 (96.35%), best:    9652/10000 (96.52%), error:      1219.83386, best error:      1138.37024 on epoch:    58, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 81.1332015991s, input_fired_time: 0.8012934327, output_fired_time: 0.6998695135, propagate_forward_time: 30.2733097076, propagate_backward_time: 46.6951332092, weight_update_time: 0.1177281514, other_time: 2.6636009216
epoch time: 6.5230875015s, input_fired_time: 0.1003952920, output_fired_time: 0.0000000000, propagate_forward_time: 5.9705801010, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4521121979
validation[          , genome  5011] predictions:    9642/  10000 (96.42%), best:    9652/10000 (96.52%), error:      1244.15503, best error:      1138.37024 on epoch:    58, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 81.5665206909s, input_fired_time: 0.7983636856, output_fired_time: 0.6963842511, propagate_forward_time: 30.4145088196, propagate_backward_time: 47.0072212219, weight_update_time: 0.1183058992, other_time: 2.6500473022
epoch time: 6.7845873833s, input_fired_time: 0.1021912619, output_fired_time: 0.0000000000, propagate_forward_time: 6.1964712143, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4859247208
validation[          , genome  5011] predictions:    9670/  10000 (96.70%), best:    9670/10000 (96.70%), error:      1131.77856, best error:      1131.77856 on epoch:    68, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 80.5469207764s, input_fired_time: 0.7906088233, output_fired_time: 0.6883872747, propagate_forward_time: 30.0407905579, propagate_backward_time: 46.5046806335, weight_update_time: 0.1167772859, other_time: 2.5224533081
epoch time: 6.9147272110s, input_fired_time: 0.1058465615, output_fired_time: 0.0000000000, propagate_forward_time: 6.3320555687, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4768252373
validation[          , genome  5011] predictions:    9651/  10000 (96.51%), best:    9670/10000 (96.70%), error:      1191.27258, best error:      1131.77856 on epoch:    68, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 80.5798492432s, input_fired_time: 0.7859759927, output_fired_time: 0.6947025061, propagate_forward_time: 30.0824813843, propagate_backward_time: 46.4407119751, weight_update_time: 0.1166420802, other_time: 2.5759811401
epoch time: 6.5621118546s, input_fired_time: 0.1004934758, output_fired_time: 0.0000000000, propagate_forward_time: 6.0102634430, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4513549805
validation[          , genome  5011] predictions:    9638/  10000 (96.38%), best:    9670/10000 (96.70%), error:      1245.77759, best error:      1131.77856 on epoch:    68, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 82.3112182617s, input_fired_time: 0.8138357401, output_fired_time: 0.7096613050, propagate_forward_time: 30.8529376984, propagate_backward_time: 47.2960243225, weight_update_time: 0.1171168908, other_time: 2.6387596130
epoch time: 6.5282936096s, input_fired_time: 0.1004471779, output_fired_time: 0.0000000000, propagate_forward_time: 5.9775767326, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4502696991
validation[          , genome  5011] predictions:    9669/  10000 (96.69%), best:    9670/10000 (96.70%), error:      1164.25879, best error:      1131.77856 on epoch:    68, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 81.4011611938s, input_fired_time: 0.8090217113, output_fired_time: 0.7045689821, propagate_forward_time: 30.3351135254, propagate_backward_time: 46.9187545776, weight_update_time: 0.1180127710, other_time: 2.6337051392
epoch time: 6.5182461739s, input_fired_time: 0.1010713503, output_fired_time: 0.0000000000, propagate_forward_time: 5.9628806114, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4542942047
validation[          , genome  5011] predictions:    9654/  10000 (96.54%), best:    9670/10000 (96.70%), error:      1230.07947, best error:      1131.77856 on epoch:    68, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 81.3322525024s, input_fired_time: 0.8130520582, output_fired_time: 0.6974439621, propagate_forward_time: 30.2660408020, propagate_backward_time: 46.8499641418, weight_update_time: 0.1207421347, other_time: 2.7057571411
epoch time: 6.6676020622s, input_fired_time: 0.1036576852, output_fired_time: 0.0000000000, propagate_forward_time: 6.0966939926, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4672503471
validation[          , genome  5011] predictions:    9660/  10000 (96.60%), best:    9670/10000 (96.70%), error:      1173.12866, best error:      1131.77856 on epoch:    68, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 81.5425720215s, input_fired_time: 0.8158400059, output_fired_time: 0.6981737614, propagate_forward_time: 30.3951416016, propagate_backward_time: 46.9007110596, weight_update_time: 0.1238189340, other_time: 2.7327041626
epoch time: 6.6650891304s, input_fired_time: 0.1015451774, output_fired_time: 0.0000000000, propagate_forward_time: 6.0937480927, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4697957039
validation[          , genome  5011] predictions:    9678/  10000 (96.78%), best:    9670/10000 (96.70%), error:      1135.74536, best error:      1131.77856 on epoch:    68, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 82.2055740356s, input_fired_time: 0.8160204887, output_fired_time: 0.6997352839, propagate_forward_time: 30.6700630188, propagate_backward_time: 47.2953605652, weight_update_time: 0.1181800738, other_time: 2.7243957520
epoch time: 6.7828478813s, input_fired_time: 0.1012723744, output_fired_time: 0.0000000000, propagate_forward_time: 6.2229676247, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4586076736
validation[          , genome  5011] predictions:    9655/  10000 (96.55%), best:    9655/10000 (96.55%), error:      1131.25110, best error:      1131.25110 on epoch:    75, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 80.0795364380s, input_fired_time: 0.7811095715, output_fired_time: 0.6838713884, propagate_forward_time: 29.8906669617, propagate_backward_time: 46.1993141174, weight_update_time: 0.1152638197, other_time: 2.5245742798
epoch time: 6.5383496284s, input_fired_time: 0.1016417518, output_fired_time: 0.0000000000, propagate_forward_time: 5.9704694748, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4662384987
validation[          , genome  5011] predictions:    9670/  10000 (96.70%), best:    9655/10000 (96.55%), error:      1144.72681, best error:      1131.25110 on epoch:    75, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 81.4132003784s, input_fired_time: 0.8068773150, output_fired_time: 0.7117804289, propagate_forward_time: 30.3708992004, propagate_backward_time: 46.8331642151, weight_update_time: 0.1178054735, other_time: 2.6904830933
epoch time: 6.4288349152s, input_fired_time: 0.1052124649, output_fired_time: 0.0000000000, propagate_forward_time: 5.8675427437, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4560794830
validation[          , genome  5011] predictions:    9657/  10000 (96.57%), best:    9655/10000 (96.55%), error:      1201.59424, best error:      1131.25110 on epoch:    75, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 81.4753799438s, input_fired_time: 0.8130921721, output_fired_time: 0.6935254335, propagate_forward_time: 30.3842697144, propagate_backward_time: 46.9087181091, weight_update_time: 0.1180143282, other_time: 2.6757698059
epoch time: 6.5567102432s, input_fired_time: 0.1013393775, output_fired_time: 0.0000000000, propagate_forward_time: 6.0023150444, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4530558586
validation[          , genome  5011] predictions:    9548/  10000 (95.48%), best:    9655/10000 (96.55%), error:      1600.92078, best error:      1131.25110 on epoch:    75, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 81.7505722046s, input_fired_time: 0.8127418756, output_fired_time: 0.7027631998, propagate_forward_time: 30.4995651245, propagate_backward_time: 47.0631752014, weight_update_time: 0.1180265769, other_time: 2.6723213196
epoch time: 6.6142745018s, input_fired_time: 0.1048717648, output_fired_time: 0.0000000000, propagate_forward_time: 6.0324316025, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4769711494
validation[          , genome  5011] predictions:    9642/  10000 (96.42%), best:    9655/10000 (96.55%), error:      1191.42590, best error:      1131.25110 on epoch:    75, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 81.3478469849s, input_fired_time: 0.8157643676, output_fired_time: 0.6923835874, propagate_forward_time: 30.3816604614, propagate_backward_time: 46.7547340393, weight_update_time: 0.1186401471, other_time: 2.7033042908
epoch time: 6.5686531067s, input_fired_time: 0.1016644910, output_fired_time: 0.0000000000, propagate_forward_time: 6.0136089325, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4533796310
validation[          , genome  5011] predictions:    9679/  10000 (96.79%), best:    9655/10000 (96.55%), error:      1159.16138, best error:      1131.25110 on epoch:    75, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 80.2082214355s, input_fired_time: 0.7948864102, output_fired_time: 0.6828718781, propagate_forward_time: 29.9474506378, propagate_backward_time: 46.1834449768, weight_update_time: 0.1165253744, other_time: 2.5995750427
epoch time: 6.6113405228s, input_fired_time: 0.1019352823, output_fired_time: 0.0000000000, propagate_forward_time: 6.0335931778, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4758119583
validation[          , genome  5011] predictions:    9593/  10000 (95.93%), best:    9655/10000 (96.55%), error:      1368.75757, best error:      1131.25110 on epoch:    75, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 82.3347854614s, input_fired_time: 0.8270745873, output_fired_time: 0.6956210136, propagate_forward_time: 30.6319866180, propagate_backward_time: 47.4157829285, weight_update_time: 0.1231338829, other_time: 2.7643241882
epoch time: 6.6962833405s, input_fired_time: 0.1032539532, output_fired_time: 0.0000000000, propagate_forward_time: 6.0943751335, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4986543655
validation[          , genome  5011] predictions:    9659/  10000 (96.59%), best:    9655/10000 (96.55%), error:      1142.23157, best error:      1131.25110 on epoch:    75, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 81.4428405762s, input_fired_time: 0.8128346205, output_fired_time: 0.6924447417, propagate_forward_time: 30.4276981354, propagate_backward_time: 46.8441886902, weight_update_time: 0.1179370582, other_time: 2.6656761169
epoch time: 6.5914616585s, input_fired_time: 0.1027992889, output_fired_time: 0.0000000000, propagate_forward_time: 6.0358285904, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4528336525
validation[          , genome  5011] predictions:    9646/  10000 (96.46%), best:    9655/10000 (96.55%), error:      1216.51367, best error:      1131.25110 on epoch:    75, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 80.3075790405s, input_fired_time: 0.7887913585, output_fired_time: 0.6861708760, propagate_forward_time: 30.0024089813, propagate_backward_time: 46.2911643982, weight_update_time: 0.1160051152, other_time: 2.5390434265
epoch time: 6.5400428772s, input_fired_time: 0.1013463736, output_fired_time: 0.0000000000, propagate_forward_time: 5.9895839691, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4491124153
validation[          , genome  5011] predictions:    9671/  10000 (96.71%), best:    9655/10000 (96.55%), error:      1174.89148, best error:      1131.25110 on epoch:    75, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 80.7929153442s, input_fired_time: 0.8048818111, output_fired_time: 0.6858540773, propagate_forward_time: 30.1578865051, propagate_backward_time: 46.5286445618, weight_update_time: 0.1223002970, other_time: 2.6156539917
epoch time: 6.6393070221s, input_fired_time: 0.1028056666, output_fired_time: 0.0000000000, propagate_forward_time: 6.0680203438, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4684810638
validation[          , genome  5011] predictions:    9588/  10000 (95.88%), best:    9655/10000 (96.55%), error:      1397.41199, best error:      1131.25110 on epoch:    75, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 81.7779006958s, input_fired_time: 0.8126267195, output_fired_time: 0.6960565448, propagate_forward_time: 30.4445266724, propagate_backward_time: 47.1225433350, weight_update_time: 0.1187956557, other_time: 2.7021408081
epoch time: 6.5652217865s, input_fired_time: 0.1017446592, output_fired_time: 0.0000000000, propagate_forward_time: 6.0088152885, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4546618462
validation[          , genome  5011] predictions:    9670/  10000 (96.70%), best:    9670/10000 (96.70%), error:      1108.65027, best error:      1108.65027 on epoch:    86, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 81.2997894287s, input_fired_time: 0.8116146326, output_fired_time: 0.6877058148, propagate_forward_time: 30.2525272369, propagate_backward_time: 46.8622474670, weight_update_time: 0.1186738685, other_time: 2.6856956482
epoch time: 6.5677256584s, input_fired_time: 0.1019514725, output_fired_time: 0.0000000000, propagate_forward_time: 6.0126194954, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4531545639
validation[          , genome  5011] predictions:    9657/  10000 (96.57%), best:    9670/10000 (96.70%), error:      1175.06750, best error:      1108.65027 on epoch:    86, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 80.6597518921s, input_fired_time: 0.7989330888, output_fired_time: 0.7011535168, propagate_forward_time: 30.1039752960, propagate_backward_time: 46.5032539368, weight_update_time: 0.1225305796, other_time: 2.5524330139
epoch time: 6.6222276688s, input_fired_time: 0.1044086441, output_fired_time: 0.0000000000, propagate_forward_time: 6.0634574890, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4543614388
validation[          , genome  5011] predictions:    9666/  10000 (96.66%), best:    9670/10000 (96.70%), error:      1109.55420, best error:      1108.65027 on epoch:    86, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 80.5175704956s, input_fired_time: 0.7940627933, output_fired_time: 0.6887720823, propagate_forward_time: 30.1034488678, propagate_backward_time: 46.4175834656, weight_update_time: 0.1164277494, other_time: 2.5137062073
epoch time: 6.9071640968s, input_fired_time: 0.1150136665, output_fired_time: 0.0000000000, propagate_forward_time: 6.2839617729, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5081887245
validation[          , genome  5011] predictions:    9669/  10000 (96.69%), best:    9670/10000 (96.70%), error:      1145.26038, best error:      1108.65027 on epoch:    86, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 80.3619003296s, input_fired_time: 0.7885774970, output_fired_time: 0.6895104051, propagate_forward_time: 30.0651645660, propagate_backward_time: 46.2731285095, weight_update_time: 0.1163173094, other_time: 2.5455207825
epoch time: 6.5955653191s, input_fired_time: 0.1045174450, output_fired_time: 0.0000000000, propagate_forward_time: 6.0280232430, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4630246162
validation[          , genome  5011] predictions:    9627/  10000 (96.27%), best:    9670/10000 (96.70%), error:      1262.20007, best error:      1108.65027 on epoch:    86, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 81.2478942871s, input_fired_time: 0.8119947314, output_fired_time: 0.6914595962, propagate_forward_time: 30.3115425110, propagate_backward_time: 46.7784233093, weight_update_time: 0.1183307916, other_time: 2.6544723511
epoch time: 5.9070940018s, input_fired_time: 0.0946936831, output_fired_time: 0.0000000000, propagate_forward_time: 5.3795080185, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4328923225
validation[          , genome  5011] predictions:    9659/  10000 (96.59%), best:    9670/10000 (96.70%), error:      1147.20483, best error:      1108.65027 on epoch:    86, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 81.2871856689s, input_fired_time: 0.8142067194, output_fired_time: 0.6967399716, propagate_forward_time: 30.3193817139, propagate_backward_time: 46.7981987000, weight_update_time: 0.1178631037, other_time: 2.6586570740
epoch time: 6.5889258385s, input_fired_time: 0.1040477678, output_fired_time: 0.0000000000, propagate_forward_time: 6.0237064362, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4611716270
validation[          , genome  5011] predictions:    9647/  10000 (96.47%), best:    9670/10000 (96.70%), error:      1227.55652, best error:      1108.65027 on epoch:    86, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 80.9826736450s, input_fired_time: 0.8041338921, output_fired_time: 0.6948090792, propagate_forward_time: 30.1787910461, propagate_backward_time: 46.6824493408, weight_update_time: 0.1174718514, other_time: 2.6224937439
epoch time: 6.7948741913s, input_fired_time: 0.1065077558, output_fired_time: 0.0000000000, propagate_forward_time: 6.1798295975, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5085368156
validation[          , genome  5011] predictions:    9670/  10000 (96.70%), best:    9670/10000 (96.70%), error:      1172.82471, best error:      1108.65027 on epoch:    86, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 80.7982635498s, input_fired_time: 0.8010621071, output_fired_time: 0.6868456602, propagate_forward_time: 30.1555118561, propagate_backward_time: 46.5450744629, weight_update_time: 0.1166912243, other_time: 2.6097717285
epoch time: 6.6188902855s, input_fired_time: 0.1029650420, output_fired_time: 0.0000000000, propagate_forward_time: 6.0626959801, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4532294273
validation[          , genome  5011] predictions:    9623/  10000 (96.23%), best:    9670/10000 (96.70%), error:      1304.05334, best error:      1108.65027 on epoch:    86, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 80.8549423218s, input_fired_time: 0.7973847985, output_fired_time: 0.6924400330, propagate_forward_time: 30.2084426880, propagate_backward_time: 46.6014976501, weight_update_time: 0.1170304939, other_time: 2.5551719666
epoch time: 6.9055290222s, input_fired_time: 0.1066826805, output_fired_time: 0.0000000000, propagate_forward_time: 6.3014864922, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4973597527
validation[          , genome  5011] predictions:    9659/  10000 (96.59%), best:    9659/10000 (96.59%), error:      1105.84534, best error:      1105.84534 on epoch:    95, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 81.2928009033s, input_fired_time: 0.8083602190, output_fired_time: 0.7016314268, propagate_forward_time: 30.3900642395, propagate_backward_time: 46.7789306641, weight_update_time: 0.1172325462, other_time: 2.6138191223
epoch time: 6.5339846611s, input_fired_time: 0.1043355539, output_fired_time: 0.0000000000, propagate_forward_time: 5.9485650063, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4810838699
validation[          , genome  5011] predictions:    9659/  10000 (96.59%), best:    9659/10000 (96.59%), error:      1140.69690, best error:      1105.84534 on epoch:    95, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 81.5240783691s, input_fired_time: 0.8137599230, output_fired_time: 0.6985027790, propagate_forward_time: 30.4100456238, propagate_backward_time: 46.8909683228, weight_update_time: 0.1246113181, other_time: 2.7108039856
epoch time: 6.5839109421s, input_fired_time: 0.1030345634, output_fired_time: 0.0000000000, propagate_forward_time: 6.0269498825, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4539265633
validation[          , genome  5011] predictions:    9646/  10000 (96.46%), best:    9659/10000 (96.59%), error:      1248.25244, best error:      1105.84534 on epoch:    95, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 81.5004196167s, input_fired_time: 0.8374057412, output_fired_time: 0.6933411360, propagate_forward_time: 30.3803081512, propagate_backward_time: 46.8531150818, weight_update_time: 0.1180612445, other_time: 2.7362480164
epoch time: 6.5571613312s, input_fired_time: 0.1033611745, output_fired_time: 0.0000000000, propagate_forward_time: 6.0033187866, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4504814148
validation[          , genome  5011] predictions:    9669/  10000 (96.69%), best:    9659/10000 (96.59%), error:      1157.61743, best error:      1105.84534 on epoch:    95, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 80.6114959717s, input_fired_time: 0.8042812943, output_fired_time: 0.6914139390, propagate_forward_time: 30.0761909485, propagate_backward_time: 46.4329376221, weight_update_time: 0.1171571240, other_time: 2.6066703796
epoch time: 6.6260385513s, input_fired_time: 0.1047666594, output_fired_time: 0.0000000000, propagate_forward_time: 6.0537338257, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4675378799
validation[          , genome  5011] predictions:    9668/  10000 (96.68%), best:    9659/10000 (96.59%), error:      1158.09961, best error:      1105.84534 on epoch:    95, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 80.4509963989s, input_fired_time: 0.7963850498, output_fired_time: 0.6923320293, propagate_forward_time: 30.0561962128, propagate_backward_time: 46.3880348206, weight_update_time: 0.1169571877, other_time: 2.5180473328
epoch time: 6.5714106560s, input_fired_time: 0.1037670672, output_fired_time: 0.0000000000, propagate_forward_time: 6.0151238441, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4525198936
validation[          , genome  5011] predictions:    9653/  10000 (96.53%), best:    9659/10000 (96.59%), error:      1209.50244, best error:      1105.84534 on epoch:    95, 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: 33.3684616089s, input_fired_time: 0.5405619144, output_fired_time: 0.0000000000, propagate_forward_time: 30.2983703613, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5295295715
best training[          , genome  5011] predictions:   49175/  50000 (98.35%), best:    9659/10000 (96.59%), error:      3065.60010, best error:      1105.84534 on epoch:    95, 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: 6.6517200470s, input_fired_time: 0.1063179374, output_fired_time: 0.0000000000, propagate_forward_time: 6.0623326302, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4830694199
   testing[          , genome  5011] predictions:    9717/  10000 (97.17%), best:    9659/10000 (96.59%), error:       996.55261, best error:      1105.84534 on epoch:    95, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
07:14:31 (2492): called boinc_finish(0)

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