Nameexact_genome_1512568488_44_6748_1
Workunit2605076
Created7 Dec 2017, 21:43:29 UTC
Sent7 Dec 2017, 21:52:23 UTC
Report deadline21 Dec 2017, 18:28:23 UTC
Received8 Dec 2017, 18:28:20 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID66479
Run time8 hours 41 min 12 sec
CPU time8 hours 36 min 56 sec
Validate stateValid
Credit3,464.58
Device peak FLOPS2.49 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size159.13 MB
Peak swap size157.41 MB
Peak disk usage2.48 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
6, weight_decay: 0.0002438374

epoch time: 281.4550170898s, input_fired_time: 3.4306781292, output_fired_time: 3.6030747890, propagate_forward_time: 105.0621414185, propagate_backward_time: 164.2646179199, weight_update_time: 0.3102371395, other_time: 5.0945129395
epoch time: 22.5931892395s, input_fired_time: 0.4198217392, output_fired_time: 0.0000000000, propagate_forward_time: 21.2536582947, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9197082520
validation[          , genome  6748] predictions:    9696/  10000 (96.96%), best:    9797/10000 (97.97%), error:       951.51294, best error:       699.74719 on epoch:     9, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 282.9117431641s, input_fired_time: 3.4441359043, output_fired_time: 3.6100449562, propagate_forward_time: 105.7843551636, propagate_backward_time: 164.9791412354, weight_update_time: 0.3113479912, other_time: 5.0940704346
epoch time: 22.4839096069s, input_fired_time: 0.4202926755, output_fired_time: 0.0000000000, propagate_forward_time: 21.1092109680, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9544067383
validation[          , genome  6748] predictions:    9806/  10000 (98.06%), best:    9806/10000 (98.06%), error:       636.19476, best error:       636.19476 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 283.5159301758s, input_fired_time: 3.4567239285, output_fired_time: 3.6164262295, propagate_forward_time: 105.9815521240, propagate_backward_time: 165.3590698242, weight_update_time: 0.3118773401, other_time: 5.1021575928
epoch time: 21.9678287506s, input_fired_time: 0.4161289334, output_fired_time: 0.0000000000, propagate_forward_time: 20.6202678680, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9314327240
validation[          , genome  6748] predictions:    9795/  10000 (97.95%), best:    9806/10000 (98.06%), error:       664.21503, best error:       636.19476 on epoch:    16, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 283.8671569824s, input_fired_time: 3.4509766102, output_fired_time: 3.6300590038, propagate_forward_time: 105.7309188843, propagate_backward_time: 165.9273681641, weight_update_time: 0.3128282428, other_time: 5.1278076172
epoch time: 22.6121768951s, input_fired_time: 0.4221706986, output_fired_time: 0.0000000000, propagate_forward_time: 21.2756347656, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9143714905
validation[          , genome  6748] predictions:    9780/  10000 (97.80%), best:    9806/10000 (98.06%), error:       748.18195, best error:       636.19476 on epoch:    16, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 284.1466979980s, input_fired_time: 3.4511933327, output_fired_time: 3.6254181862, propagate_forward_time: 106.0312423706, propagate_backward_time: 165.8835144043, weight_update_time: 0.3124226630, other_time: 5.1553039551
epoch time: 22.1233253479s, input_fired_time: 0.4196663201, output_fired_time: 0.0000000000, propagate_forward_time: 20.8102302551, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8934288025
validation[          , genome  6748] predictions:    9774/  10000 (97.74%), best:    9806/10000 (98.06%), error:       714.15149, best error:       636.19476 on epoch:    16, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 283.3424987793s, input_fired_time: 3.4645326138, output_fired_time: 3.6158144474, propagate_forward_time: 105.9206390381, propagate_backward_time: 165.1109008789, weight_update_time: 0.3115352988, other_time: 5.2306060791
epoch time: 22.3342704773s, input_fired_time: 0.4220387638, output_fired_time: 0.0000000000, propagate_forward_time: 20.9745674133, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9376640320
validation[          , genome  6748] predictions:    9771/  10000 (97.71%), best:    9806/10000 (98.06%), error:       810.78461, best error:       636.19476 on epoch:    16, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 281.2329101563s, input_fired_time: 3.4460914135, output_fired_time: 3.5931215286, propagate_forward_time: 104.8727951050, propagate_backward_time: 164.1244506836, weight_update_time: 0.3119281232, other_time: 5.1964416504
epoch time: 22.5825195313s, input_fired_time: 0.4235546887, output_fired_time: 0.0000000000, propagate_forward_time: 21.2411308289, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9178333282
validation[          , genome  6748] predictions:    9741/  10000 (97.41%), best:    9806/10000 (98.06%), error:       807.44067, best error:       636.19476 on epoch:    16, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 285.2258911133s, input_fired_time: 3.4629361629, output_fired_time: 3.6384284496, propagate_forward_time: 106.4012069702, propagate_backward_time: 166.5773620605, weight_update_time: 0.3141889572, other_time: 5.1459655762
epoch time: 22.6809692383s, input_fired_time: 0.4224666953, output_fired_time: 0.0000000000, propagate_forward_time: 21.3504905701, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9080123901
validation[          , genome  6748] predictions:    9813/  10000 (98.13%), best:    9813/10000 (98.13%), error:       613.59888, best error:       613.59888 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 284.3358459473s, input_fired_time: 3.4652495384, output_fired_time: 3.6380982399, propagate_forward_time: 106.4372558594, propagate_backward_time: 165.6682891846, weight_update_time: 0.3123804927, other_time: 5.1269683838
epoch time: 22.5961132050s, input_fired_time: 0.4276693463, output_fired_time: 0.0000000000, propagate_forward_time: 21.2225780487, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9458656311
validation[          , genome  6748] predictions:    9711/  10000 (97.11%), best:    9813/10000 (98.13%), error:       885.93054, best error:       613.59888 on epoch:    22, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 283.8727416992s, input_fired_time: 3.4587452412, output_fired_time: 3.6082897186, propagate_forward_time: 106.1397399902, propagate_backward_time: 165.5493927002, weight_update_time: 0.3118252456, other_time: 5.1165924072
epoch time: 23.0044479370s, input_fired_time: 0.4275446832, output_fired_time: 0.0000000000, propagate_forward_time: 21.6433086395, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9335937500
validation[          , genome  6748] predictions:    9742/  10000 (97.42%), best:    9813/10000 (98.13%), error:       819.80444, best error:       613.59888 on epoch:    22, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 286.4143371582s, input_fired_time: 3.4674994946, output_fired_time: 3.6422591209, propagate_forward_time: 106.7823867798, propagate_backward_time: 167.3776702881, weight_update_time: 0.3153348863, other_time: 5.1445159912
epoch time: 22.4999637604s, input_fired_time: 0.4221399426, output_fired_time: 0.0000000000, propagate_forward_time: 21.1466350555, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9311885834
validation[          , genome  6748] predictions:    9738/  10000 (97.38%), best:    9813/10000 (98.13%), error:       843.44049, best error:       613.59888 on epoch:    22, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 285.1960449219s, input_fired_time: 3.4733574390, output_fired_time: 3.6507201195, propagate_forward_time: 106.4913864136, propagate_backward_time: 166.5243377686, weight_update_time: 0.3133362234, other_time: 5.0562286377
epoch time: 22.8160152435s, input_fired_time: 0.4295935929, output_fired_time: 0.0000000000, propagate_forward_time: 21.3952350616, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9911861420
validation[          , genome  6748] predictions:    9766/  10000 (97.66%), best:    9813/10000 (98.13%), error:       757.23267, best error:       613.59888 on epoch:    22, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 282.3786621094s, input_fired_time: 3.4498748779, output_fired_time: 3.6019291878, propagate_forward_time: 105.5107574463, propagate_backward_time: 164.7639617920, weight_update_time: 0.3105247915, other_time: 5.0521240234
epoch time: 22.9565486908s, input_fired_time: 0.4277441502, output_fired_time: 0.0000000000, propagate_forward_time: 21.6188373566, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9099674225
validation[          , genome  6748] predictions:    9685/  10000 (96.85%), best:    9813/10000 (98.13%), error:       977.06604, best error:       613.59888 on epoch:    22, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 281.8798828125s, input_fired_time: 3.4414618015, output_fired_time: 3.5965166092, propagate_forward_time: 105.0480651855, propagate_backward_time: 164.6295166016, weight_update_time: 0.3112870455, other_time: 5.1643066406
epoch time: 22.6059627533s, input_fired_time: 0.4274272025, output_fired_time: 0.0000000000, propagate_forward_time: 21.2834377289, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8950977325
validation[          , genome  6748] predictions:    9799/  10000 (97.99%), best:    9813/10000 (98.13%), error:       623.18427, best error:       613.59888 on epoch:    22, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 284.6337890625s, input_fired_time: 3.4767138958, output_fired_time: 3.6319823265, propagate_forward_time: 106.5082550049, propagate_backward_time: 165.8707427979, weight_update_time: 0.3127557039, other_time: 5.1460876465
epoch time: 21.4677543640s, input_fired_time: 0.4067806900, output_fired_time: 0.0000000000, propagate_forward_time: 20.1422843933, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9186897278
validation[          , genome  6748] predictions:    9733/  10000 (97.33%), best:    9813/10000 (98.13%), error:       881.98022, best error:       613.59888 on epoch:    22, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 285.0583801270s, input_fired_time: 3.4748227596, output_fired_time: 3.6515798569, propagate_forward_time: 106.6075592041, propagate_backward_time: 166.1287078857, weight_update_time: 0.3119341731, other_time: 5.1957092285
epoch time: 22.1169700623s, input_fired_time: 0.4209043980, output_fired_time: 0.0000000000, propagate_forward_time: 20.7580146790, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9380512238
validation[          , genome  6748] predictions:    9799/  10000 (97.99%), best:    9813/10000 (98.13%), error:       663.89197, best error:       613.59888 on epoch:    22, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 285.1353454590s, input_fired_time: 3.4713418484, output_fired_time: 3.6191465855, propagate_forward_time: 106.6822814941, propagate_backward_time: 166.2983856201, weight_update_time: 0.3138469756, other_time: 5.0641937256
epoch time: 22.2312870026s, input_fired_time: 0.4155107439, output_fired_time: 0.0000000000, propagate_forward_time: 20.9473876953, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8683891296
validation[          , genome  6748] predictions:    9750/  10000 (97.50%), best:    9813/10000 (98.13%), error:       800.47882, best error:       613.59888 on epoch:    22, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 283.5912170410s, input_fired_time: 3.4696004391, output_fired_time: 3.6167194843, propagate_forward_time: 106.1734695435, propagate_backward_time: 165.2370605469, weight_update_time: 0.3132624328, other_time: 5.0943603516
epoch time: 22.5480728149s, input_fired_time: 0.4215428531, output_fired_time: 0.0000000000, propagate_forward_time: 21.2384147644, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8881149292
validation[          , genome  6748] predictions:    9788/  10000 (97.88%), best:    9813/10000 (98.13%), error:       693.44666, best error:       613.59888 on epoch:    22, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 285.3371887207s, input_fired_time: 3.4703350067, output_fired_time: 3.6220414639, propagate_forward_time: 106.7575073242, propagate_backward_time: 166.3777160645, weight_update_time: 0.3135712445, other_time: 5.1095886230
epoch time: 21.5682621002s, input_fired_time: 0.4153415859, output_fired_time: 0.0000000000, propagate_forward_time: 20.2367897034, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9161300659
validation[          , genome  6748] predictions:    9771/  10000 (97.71%), best:    9813/10000 (98.13%), error:       733.98419, best error:       613.59888 on epoch:    22, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 282.1434936523s, input_fired_time: 3.4551687241, output_fired_time: 3.6035249233, propagate_forward_time: 105.2913513184, propagate_backward_time: 164.5786590576, weight_update_time: 0.3130125701, other_time: 5.2147979736
epoch time: 23.0855464935s, input_fired_time: 0.4323819280, output_fired_time: 0.0000000000, propagate_forward_time: 21.7167568207, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9364070892
validation[          , genome  6748] predictions:    9812/  10000 (98.12%), best:    9813/10000 (98.13%), error:       649.73517, best error:       613.59888 on epoch:    22, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 285.9116210938s, input_fired_time: 3.4774036407, output_fired_time: 3.6500740051, propagate_forward_time: 106.7132949829, propagate_backward_time: 166.9573059082, weight_update_time: 0.3158627450, other_time: 5.1135253906
epoch time: 21.7024726868s, input_fired_time: 0.4187509120, output_fired_time: 0.0000000000, propagate_forward_time: 20.3576316833, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9260902405
validation[          , genome  6748] predictions:    9795/  10000 (97.95%), best:    9813/10000 (98.13%), error:       664.69299, best error:       613.59888 on epoch:    22, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 285.6336669922s, input_fired_time: 3.4725952148, output_fired_time: 3.6512889862, propagate_forward_time: 106.6058654785, propagate_backward_time: 166.7332763672, weight_update_time: 0.3142432868, other_time: 5.1706542969
epoch time: 22.8870449066s, input_fired_time: 0.4323458374, output_fired_time: 0.0000000000, propagate_forward_time: 21.4776992798, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9769992828
validation[          , genome  6748] predictions:    9797/  10000 (97.97%), best:    9813/10000 (98.13%), error:       640.40454, best error:       613.59888 on epoch:    22, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 280.4877929688s, input_fired_time: 3.4462556839, output_fired_time: 3.5884752274, propagate_forward_time: 104.7157058716, propagate_backward_time: 163.6630401611, weight_update_time: 0.3103007972, other_time: 5.0743255615
epoch time: 22.4183273315s, input_fired_time: 0.4235578179, output_fired_time: 0.0000000000, propagate_forward_time: 21.0798511505, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9149188995
validation[          , genome  6748] predictions:    9826/  10000 (98.26%), best:    9813/10000 (98.13%), error:       617.45996, best error:       613.59888 on epoch:    22, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 283.6728210449s, input_fired_time: 3.4676744938, output_fired_time: 3.6132214069, propagate_forward_time: 106.0225219727, propagate_backward_time: 165.4257812500, weight_update_time: 0.3130220473, other_time: 5.1436157227
epoch time: 22.6304130554s, input_fired_time: 0.4270911515, output_fired_time: 0.0000000000, propagate_forward_time: 21.2914619446, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9118595123
validation[          , genome  6748] predictions:    9719/  10000 (97.19%), best:    9813/10000 (98.13%), error:       941.35974, best error:       613.59888 on epoch:    22, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 284.0761108398s, input_fired_time: 3.4617643356, output_fired_time: 3.6357042789, propagate_forward_time: 105.8339614868, propagate_backward_time: 165.9910583496, weight_update_time: 0.3130688369, other_time: 5.1536254883
epoch time: 22.2018318176s, input_fired_time: 0.4212237000, output_fired_time: 0.0000000000, propagate_forward_time: 20.8864517212, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8941555023
validation[          , genome  6748] predictions:    9763/  10000 (97.63%), best:    9813/10000 (98.13%), error:       782.29102, best error:       613.59888 on epoch:    22, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 282.3512878418s, input_fired_time: 3.4465463161, output_fired_time: 3.6155581474, propagate_forward_time: 104.8801193237, propagate_backward_time: 165.0664672852, weight_update_time: 0.3117508590, other_time: 5.3425903320
epoch time: 22.5636005402s, input_fired_time: 0.4234683216, output_fired_time: 0.0000000000, propagate_forward_time: 21.2171401978, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9229927063
validation[          , genome  6748] predictions:    9718/  10000 (97.18%), best:    9813/10000 (98.13%), error:       854.58649, best error:       613.59888 on epoch:    22, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 281.8453674316s, input_fired_time: 3.4412305355, output_fired_time: 3.5924782753, propagate_forward_time: 105.2279586792, propagate_backward_time: 164.4909515381, weight_update_time: 0.3113638163, other_time: 5.0927581787
epoch time: 22.8183555603s, input_fired_time: 0.4299840033, output_fired_time: 0.0000000000, propagate_forward_time: 21.4867134094, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9016590118
validation[          , genome  6748] predictions:    9742/  10000 (97.42%), best:    9813/10000 (98.13%), error:       858.09760, best error:       613.59888 on epoch:    22, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 282.3968200684s, input_fired_time: 3.4542803764, output_fired_time: 3.6044616699, propagate_forward_time: 105.4200286865, propagate_backward_time: 164.7720489502, weight_update_time: 0.3116621673, other_time: 5.1459960938
epoch time: 22.5712280273s, input_fired_time: 0.4227462411, output_fired_time: 0.0000000000, propagate_forward_time: 21.2364807129, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9120006561
validation[          , genome  6748] predictions:    9772/  10000 (97.72%), best:    9813/10000 (98.13%), error:       738.50385, best error:       613.59888 on epoch:    22, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 284.0154418945s, input_fired_time: 3.4670760632, output_fired_time: 3.6315758228, propagate_forward_time: 106.1222000122, propagate_backward_time: 165.7072601318, weight_update_time: 0.3108222187, other_time: 5.0873565674
epoch time: 22.2001056671s, input_fired_time: 0.4201017320, output_fired_time: 0.0000000000, propagate_forward_time: 20.8430213928, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9369831085
validation[          , genome  6748] predictions:    9750/  10000 (97.50%), best:    9813/10000 (98.13%), error:       795.50671, best error:       613.59888 on epoch:    22, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 279.7195739746s, input_fired_time: 3.4285817146, output_fired_time: 3.5581717491, propagate_forward_time: 104.3078689575, propagate_backward_time: 163.3669433594, weight_update_time: 0.3107633293, other_time: 5.0580139160
epoch time: 22.2444763184s, input_fired_time: 0.4306677878, output_fired_time: 0.0000000000, propagate_forward_time: 20.8542747498, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9595336914
validation[          , genome  6748] predictions:    9710/  10000 (97.10%), best:    9813/10000 (98.13%), error:       871.90973, best error:       613.59888 on epoch:    22, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 282.8750000000s, input_fired_time: 3.4508357048, output_fired_time: 3.5999841690, propagate_forward_time: 105.3063278198, propagate_backward_time: 165.4231414795, weight_update_time: 0.3118666410, other_time: 5.0947113037
epoch time: 22.8929710388s, input_fired_time: 0.4286977053, output_fired_time: 0.0000000000, propagate_forward_time: 21.5001525879, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9641208649
validation[          , genome  6748] predictions:    9770/  10000 (97.70%), best:    9813/10000 (98.13%), error:       748.82831, best error:       613.59888 on epoch:    22, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 284.3641357422s, input_fired_time: 3.4785962105, output_fired_time: 3.6300537586, propagate_forward_time: 106.6376266479, propagate_backward_time: 165.4559478760, weight_update_time: 0.3134573698, other_time: 5.1618804932
epoch time: 22.3580513000s, input_fired_time: 0.4284125268, output_fired_time: 0.0000000000, propagate_forward_time: 21.0159511566, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9136867523
validation[          , genome  6748] predictions:    9754/  10000 (97.54%), best:    9813/10000 (98.13%), error:       806.18579, best error:       613.59888 on epoch:    22, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 281.6046142578s, input_fired_time: 3.4376680851, output_fired_time: 3.5875861645, propagate_forward_time: 104.9233856201, propagate_backward_time: 164.5462036133, weight_update_time: 0.3136275411, other_time: 5.1097564697
epoch time: 22.0754013062s, input_fired_time: 0.4160062969, output_fired_time: 0.0000000000, propagate_forward_time: 20.7767219543, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8826732635
validation[          , genome  6748] predictions:    9783/  10000 (97.83%), best:    9813/10000 (98.13%), error:       703.81665, best error:       613.59888 on epoch:    22, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 284.7926635742s, input_fired_time: 3.4768111706, output_fired_time: 3.6375844479, propagate_forward_time: 106.6192245483, propagate_backward_time: 165.8853454590, weight_update_time: 0.3138469756, other_time: 5.1737060547
epoch time: 22.7705097198s, input_fired_time: 0.4253867865, output_fired_time: 0.0000000000, propagate_forward_time: 21.4013919830, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9437313080
validation[          , genome  6748] predictions:    9751/  10000 (97.51%), best:    9813/10000 (98.13%), error:       822.99200, best error:       613.59888 on epoch:    22, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 285.7101745605s, input_fired_time: 3.5314176083, output_fired_time: 3.6286740303, propagate_forward_time: 107.3883514404, propagate_backward_time: 165.9851837158, weight_update_time: 0.3155868649, other_time: 5.1765747070
epoch time: 21.8801746368s, input_fired_time: 0.4233045578, output_fired_time: 0.0000000000, propagate_forward_time: 20.5163440704, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9405269623
validation[          , genome  6748] predictions:    9728/  10000 (97.28%), best:    9813/10000 (98.13%), error:       884.32416, best error:       613.59888 on epoch:    22, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 283.4866333008s, input_fired_time: 3.4702756405, output_fired_time: 3.6068744659, propagate_forward_time: 106.2195587158, propagate_backward_time: 165.0450744629, weight_update_time: 0.3118216991, other_time: 5.1448516846
epoch time: 22.3396377563s, input_fired_time: 0.4201671183, output_fired_time: 0.0000000000, propagate_forward_time: 21.0027027130, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9167671204
validation[          , genome  6748] predictions:    9761/  10000 (97.61%), best:    9813/10000 (98.13%), error:       774.96442, best error:       613.59888 on epoch:    22, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 283.1379089355s, input_fired_time: 3.4531157017, output_fired_time: 3.6062183380, propagate_forward_time: 105.6809997559, propagate_backward_time: 165.2640533447, weight_update_time: 0.3141612411, other_time: 5.1334991455
epoch time: 22.5188674927s, input_fired_time: 0.4216417074, output_fired_time: 0.0000000000, propagate_forward_time: 21.1783428192, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9188823700
validation[          , genome  6748] predictions:    9761/  10000 (97.61%), best:    9813/10000 (98.13%), error:       800.59363, best error:       613.59888 on epoch:    22, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 282.8514099121s, input_fired_time: 3.4505052567, output_fired_time: 3.5933451653, propagate_forward_time: 105.4971084595, propagate_backward_time: 165.1263580322, weight_update_time: 0.3124234080, other_time: 5.1840972900
epoch time: 22.0834064484s, input_fired_time: 0.4198596179, output_fired_time: 0.0000000000, propagate_forward_time: 20.7546501160, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9088973999
validation[          , genome  6748] predictions:    9771/  10000 (97.71%), best:    9813/10000 (98.13%), error:       776.42035, best error:       613.59888 on epoch:    22, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 284.8381347656s, input_fired_time: 3.4630663395, output_fired_time: 3.6366734505, propagate_forward_time: 106.1388549805, propagate_backward_time: 166.5076293945, weight_update_time: 0.3128768802, other_time: 5.0918884277
epoch time: 22.8427047729s, input_fired_time: 0.4297733903, output_fired_time: 0.0000000000, propagate_forward_time: 21.4850330353, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9278984070
validation[          , genome  6748] predictions:    9812/  10000 (98.12%), best:    9813/10000 (98.13%), error:       666.51276, best error:       613.59888 on epoch:    22, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 280.4555053711s, input_fired_time: 3.4431588650, output_fired_time: 3.5791859627, propagate_forward_time: 104.6596069336, propagate_backward_time: 163.5363159180, weight_update_time: 0.3097669184, other_time: 5.2372436523
epoch time: 22.9857807159s, input_fired_time: 0.4294453561, output_fired_time: 0.0000000000, propagate_forward_time: 21.6102600098, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9460754395
validation[          , genome  6748] predictions:    9724/  10000 (97.24%), best:    9813/10000 (98.13%), error:       892.77081, best error:       613.59888 on epoch:    22, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 283.7794189453s, input_fired_time: 3.4640748501, output_fired_time: 3.6295621395, propagate_forward_time: 105.9594650269, propagate_backward_time: 165.4596099854, weight_update_time: 0.3141274452, other_time: 5.2667083740
epoch time: 22.9815731049s, input_fired_time: 0.4319990575, output_fired_time: 0.0000000000, propagate_forward_time: 21.6105422974, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9390316010
validation[          , genome  6748] predictions:    9788/  10000 (97.88%), best:    9813/10000 (98.13%), error:       705.72278, best error:       613.59888 on epoch:    22, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 281.1384582520s, input_fired_time: 3.4427428246, output_fired_time: 3.5855760574, propagate_forward_time: 105.2834472656, propagate_backward_time: 163.6415252686, weight_update_time: 0.3099932671, other_time: 5.1851654053
epoch time: 21.7941074371s, input_fired_time: 0.4179972410, output_fired_time: 0.0000000000, propagate_forward_time: 20.2812900543, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0948200226
validation[          , genome  6748] predictions:    9788/  10000 (97.88%), best:    9813/10000 (98.13%), error:       657.76013, best error:       613.59888 on epoch:    22, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 284.3776550293s, input_fired_time: 3.4720957279, output_fired_time: 3.6541137695, propagate_forward_time: 106.1559524536, propagate_backward_time: 165.8835601807, weight_update_time: 0.3142471611, other_time: 5.2119293213
epoch time: 22.1649627686s, input_fired_time: 0.4212240279, output_fired_time: 0.0000000000, propagate_forward_time: 20.8087215424, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9350166321
validation[          , genome  6748] predictions:    9777/  10000 (97.77%), best:    9813/10000 (98.13%), error:       710.57153, best error:       613.59888 on epoch:    22, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 285.0802001953s, input_fired_time: 3.4759118557, output_fired_time: 3.6215329170, propagate_forward_time: 106.6173248291, propagate_backward_time: 166.2208862305, weight_update_time: 0.3141444921, other_time: 5.1445465088
epoch time: 22.8206253052s, input_fired_time: 0.4321784377, output_fired_time: 0.0000000000, propagate_forward_time: 21.4501895905, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9382572174
validation[          , genome  6748] predictions:    9742/  10000 (97.42%), best:    9813/10000 (98.13%), error:       868.23865, best error:       613.59888 on epoch:    22, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 283.9136047363s, input_fired_time: 3.4640560150, output_fired_time: 3.6170516014, propagate_forward_time: 105.8269042969, propagate_backward_time: 165.6732635498, weight_update_time: 0.3142088056, other_time: 5.3323211670
epoch time: 22.9968395233s, input_fired_time: 0.4285816252, output_fired_time: 0.0000000000, propagate_forward_time: 21.6542205811, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9140377045
validation[          , genome  6748] predictions:    9530/  10000 (95.30%), best:    9813/10000 (98.13%), error:      1490.98621, best error:       613.59888 on epoch:    22, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 284.5919799805s, input_fired_time: 3.4842963219, output_fired_time: 3.6265716553, propagate_forward_time: 106.1051635742, propagate_backward_time: 166.2172546387, weight_update_time: 0.3129439950, other_time: 5.1587219238
epoch time: 22.1653480530s, input_fired_time: 0.4201555848, output_fired_time: 0.0000000000, propagate_forward_time: 20.7868919373, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9582996368
validation[          , genome  6748] predictions:    9758/  10000 (97.58%), best:    9813/10000 (98.13%), error:       778.54742, best error:       613.59888 on epoch:    22, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 285.4702453613s, input_fired_time: 3.4759817123, output_fired_time: 3.6428389549, propagate_forward_time: 106.5357971191, propagate_backward_time: 166.6899871826, weight_update_time: 0.3142133951, other_time: 5.1256256104
epoch time: 22.7100086212s, input_fired_time: 0.4248476326, output_fired_time: 0.0000000000, propagate_forward_time: 21.3839416504, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9012184143
validation[          , genome  6748] predictions:    9791/  10000 (97.91%), best:    9813/10000 (98.13%), error:       714.11060, best error:       613.59888 on epoch:    22, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 282.8898620605s, input_fired_time: 3.4611363411, output_fired_time: 3.6186220646, propagate_forward_time: 105.8442840576, propagate_backward_time: 164.8260650635, weight_update_time: 0.3112969697, other_time: 5.1397399902
epoch time: 22.4016780853s, input_fired_time: 0.4267753065, output_fired_time: 0.0000000000, propagate_forward_time: 21.0526885986, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9222145081
validation[          , genome  6748] predictions:    9818/  10000 (98.18%), best:    9813/10000 (98.13%), error:       636.94885, best error:       613.59888 on epoch:    22, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 282.8638916016s, input_fired_time: 3.4592988491, output_fired_time: 3.6217257977, propagate_forward_time: 105.4492492676, propagate_backward_time: 165.0628356934, weight_update_time: 0.3132292926, other_time: 5.2707824707
epoch time: 22.0428009033s, input_fired_time: 0.4195344150, output_fired_time: 0.0000000000, propagate_forward_time: 20.7268371582, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8964290619
validation[          , genome  6748] predictions:    9749/  10000 (97.49%), best:    9813/10000 (98.13%), error:       840.95947, best error:       613.59888 on epoch:    22, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 285.9288635254s, input_fired_time: 3.4812722206, output_fired_time: 3.6254985332, propagate_forward_time: 106.8685455322, propagate_backward_time: 166.6877441406, weight_update_time: 0.3134378195, other_time: 5.2658233643
epoch time: 22.1516647339s, input_fired_time: 0.4177581370, output_fired_time: 0.0000000000, propagate_forward_time: 20.8283138275, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9055919647
validation[          , genome  6748] predictions:    9756/  10000 (97.56%), best:    9813/10000 (98.13%), error:       803.73578, best error:       613.59888 on epoch:    22, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 284.9583740234s, input_fired_time: 3.4695525169, output_fired_time: 3.6487524509, propagate_forward_time: 106.1049194336, propagate_backward_time: 166.4210815430, weight_update_time: 0.3140865266, other_time: 5.3140869141
epoch time: 20.7632751465s, input_fired_time: 0.4015668333, output_fired_time: 0.0000000000, propagate_forward_time: 19.4540462494, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9076614380
validation[          , genome  6748] predictions:    9758/  10000 (97.58%), best:    9813/10000 (98.13%), error:       820.96667, best error:       613.59888 on epoch:    22, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 284.3220825195s, input_fired_time: 3.4707505703, output_fired_time: 3.6262090206, propagate_forward_time: 106.1200561523, propagate_backward_time: 165.8992767334, weight_update_time: 0.3116016984, other_time: 5.2057647705
epoch time: 22.9095382690s, input_fired_time: 0.4285855591, output_fired_time: 0.0000000000, propagate_forward_time: 21.5786743164, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9022789001
validation[          , genome  6748] predictions:    9777/  10000 (97.77%), best:    9813/10000 (98.13%), error:       765.03845, best error:       613.59888 on epoch:    22, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 282.9687805176s, input_fired_time: 3.4646341801, output_fired_time: 3.6110475063, propagate_forward_time: 106.0657882690, propagate_backward_time: 164.6649932861, weight_update_time: 0.3116070330, other_time: 5.1623077393
epoch time: 22.1559143066s, input_fired_time: 0.4166303873, output_fired_time: 0.0000000000, propagate_forward_time: 20.8319339752, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9073505402
validation[          , genome  6748] predictions:    9783/  10000 (97.83%), best:    9813/10000 (98.13%), error:       721.64233, best error:       613.59888 on epoch:    22, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 284.4923706055s, input_fired_time: 3.4709527493, output_fired_time: 3.6322467327, propagate_forward_time: 106.3293533325, propagate_backward_time: 165.8457641602, weight_update_time: 0.3126284182, other_time: 5.2140808105
epoch time: 22.8208580017s, input_fired_time: 0.4226825535, output_fired_time: 0.0000000000, propagate_forward_time: 21.4920463562, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9061298370
validation[          , genome  6748] predictions:    9653/  10000 (96.53%), best:    9813/10000 (98.13%), error:      1123.72961, best error:       613.59888 on epoch:    22, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 284.1398315430s, input_fired_time: 3.4654140472, output_fired_time: 3.6306569576, propagate_forward_time: 106.0161590576, propagate_backward_time: 165.7319793701, weight_update_time: 0.3119319975, other_time: 5.2956237793
epoch time: 22.2605934143s, input_fired_time: 0.4194259644, output_fired_time: 0.0000000000, propagate_forward_time: 20.9166984558, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9244689941
validation[          , genome  6748] predictions:    9801/  10000 (98.01%), best:    9813/10000 (98.13%), error:       667.44220, best error:       613.59888 on epoch:    22, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 282.8283386230s, input_fired_time: 3.4629390240, output_fired_time: 3.6258041859, propagate_forward_time: 105.3579635620, propagate_backward_time: 165.1316375732, weight_update_time: 0.3125294447, other_time: 5.2499847412
epoch time: 22.6859169006s, input_fired_time: 0.4257314205, output_fired_time: 0.0000000000, propagate_forward_time: 21.3440494537, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9161357880
validation[          , genome  6748] predictions:    9769/  10000 (97.69%), best:    9813/10000 (98.13%), error:       732.89233, best error:       613.59888 on epoch:    22, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 285.2501220703s, input_fired_time: 3.4701464176, output_fired_time: 3.6324677467, propagate_forward_time: 106.4415130615, propagate_backward_time: 166.5657348633, weight_update_time: 0.3123268783, other_time: 5.1402435303
epoch time: 22.8475437164s, input_fired_time: 0.4278541207, output_fired_time: 0.0000000000, propagate_forward_time: 21.2970581055, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1226310730
validation[          , genome  6748] predictions:    9765/  10000 (97.65%), best:    9813/10000 (98.13%), error:       773.88513, best error:       613.59888 on epoch:    22, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 281.6983642578s, input_fired_time: 3.4466512203, output_fired_time: 3.5994970798, propagate_forward_time: 105.1088180542, propagate_backward_time: 164.3228302002, weight_update_time: 0.3100421429, other_time: 5.2205657959
epoch time: 23.1682949066s, input_fired_time: 0.4279498756, output_fired_time: 0.0000000000, propagate_forward_time: 21.8612747192, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8790702820
validation[          , genome  6748] predictions:    9756/  10000 (97.56%), best:    9813/10000 (98.13%), error:       750.81622, best error:       613.59888 on epoch:    22, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 281.0760803223s, input_fired_time: 3.4470198154, output_fired_time: 3.5976161957, propagate_forward_time: 104.8224105835, propagate_backward_time: 164.0170593262, weight_update_time: 0.3113236427, other_time: 5.1919555664
epoch time: 22.8354606628s, input_fired_time: 0.4327412546, output_fired_time: 0.0000000000, propagate_forward_time: 21.4116821289, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9910373688
validation[          , genome  6748] predictions:    9790/  10000 (97.90%), best:    9813/10000 (98.13%), error:       706.81549, best error:       613.59888 on epoch:    22, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 282.1835327148s, input_fired_time: 3.4606208801, output_fired_time: 3.6024646759, propagate_forward_time: 105.0730667114, propagate_backward_time: 164.8575592041, weight_update_time: 0.3116580248, other_time: 5.1898040771
epoch time: 21.9961700439s, input_fired_time: 0.4173980653, output_fired_time: 0.0000000000, propagate_forward_time: 20.4832935333, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0954780579
validation[          , genome  6748] predictions:    9783/  10000 (97.83%), best:    9813/10000 (98.13%), error:       729.36218, best error:       613.59888 on epoch:    22, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 283.6046142578s, input_fired_time: 3.4600408077, output_fired_time: 3.6193079948, propagate_forward_time: 105.8202590942, propagate_backward_time: 165.3803710938, weight_update_time: 0.3129222095, other_time: 5.3246459961
epoch time: 22.7152881622s, input_fired_time: 0.4276671410, output_fired_time: 0.0000000000, propagate_forward_time: 21.3859081268, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9017124176
validation[          , genome  6748] predictions:    9719/  10000 (97.19%), best:    9813/10000 (98.13%), error:       849.01764, best error:       613.59888 on epoch:    22, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 281.2351684570s, input_fired_time: 3.4392867088, output_fired_time: 3.5787985325, propagate_forward_time: 105.0009536743, propagate_backward_time: 164.1100311279, weight_update_time: 0.3107388914, other_time: 5.1060943604
epoch time: 22.7268600464s, input_fired_time: 0.4262237251, output_fired_time: 0.0000000000, propagate_forward_time: 21.3558044434, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9448318481
validation[          , genome  6748] predictions:    9791/  10000 (97.91%), best:    9813/10000 (98.13%), error:       705.35333, best error:       613.59888 on epoch:    22, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 284.1862792969s, input_fired_time: 3.4536449909, output_fired_time: 3.6274325848, propagate_forward_time: 105.8433837891, propagate_backward_time: 166.0915222168, weight_update_time: 0.3120254874, other_time: 5.1702880859
epoch time: 22.2604827881s, input_fired_time: 0.4194775820, output_fired_time: 0.0000000000, propagate_forward_time: 20.9140319824, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9269733429
validation[          , genome  6748] predictions:    9756/  10000 (97.56%), best:    9813/10000 (98.13%), error:       816.14734, best error:       613.59888 on epoch:    22, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 287.0969238281s, input_fired_time: 3.4837522507, output_fired_time: 3.6508846283, propagate_forward_time: 107.3329086304, propagate_backward_time: 167.4711608887, weight_update_time: 0.3155792058, other_time: 5.1582031250
epoch time: 21.9858837128s, input_fired_time: 0.4223479033, output_fired_time: 0.0000000000, propagate_forward_time: 20.6185264587, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9450092316
validation[          , genome  6748] predictions:    9816/  10000 (98.16%), best:    9813/10000 (98.13%), error:       646.78778, best error:       613.59888 on epoch:    22, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 281.8022460938s, input_fired_time: 3.4573249817, output_fired_time: 3.6036579609, propagate_forward_time: 105.3574523926, propagate_backward_time: 164.2154235840, weight_update_time: 0.3112107515, other_time: 5.1683654785
epoch time: 21.4175167084s, input_fired_time: 0.4102865458, output_fired_time: 0.0000000000, propagate_forward_time: 20.0681819916, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9390487671
validation[          , genome  6748] predictions:    9823/  10000 (98.23%), best:    9813/10000 (98.13%), error:       625.61389, best error:       613.59888 on epoch:    22, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 283.3940124512s, input_fired_time: 3.4539895058, output_fired_time: 3.6105222702, propagate_forward_time: 105.7866134644, propagate_backward_time: 165.3610839844, weight_update_time: 0.3131835461, other_time: 5.1817932129
epoch time: 22.2589378357s, input_fired_time: 0.4211105406, output_fired_time: 0.0000000000, propagate_forward_time: 20.8802890778, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9575386047
validation[          , genome  6748] predictions:    9810/  10000 (98.10%), best:    9813/10000 (98.13%), error:       664.06714, best error:       613.59888 on epoch:    22, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 284.8518981934s, input_fired_time: 3.4675621986, output_fired_time: 3.6438629627, propagate_forward_time: 106.5373458862, propagate_backward_time: 166.0425720215, weight_update_time: 0.3164227903, other_time: 5.1605529785
epoch time: 22.5821304321s, input_fired_time: 0.4249192178, output_fired_time: 0.0000000000, propagate_forward_time: 21.1794242859, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9777870178
validation[          , genome  6748] predictions:    9733/  10000 (97.33%), best:    9813/10000 (98.13%), error:       839.51361, best error:       613.59888 on epoch:    22, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 282.6553955078s, input_fired_time: 3.4549932480, output_fired_time: 3.6141979694, propagate_forward_time: 105.4709777832, propagate_backward_time: 165.0186767578, weight_update_time: 0.3130596578, other_time: 5.0965576172
epoch time: 22.3759403229s, input_fired_time: 0.4256293476, output_fired_time: 0.0000000000, propagate_forward_time: 20.9722576141, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9780540466
validation[          , genome  6748] predictions:    9801/  10000 (98.01%), best:    9813/10000 (98.13%), error:       648.40985, best error:       613.59888 on epoch:    22, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 282.9996643066s, input_fired_time: 3.4639832973, output_fired_time: 3.6085684299, propagate_forward_time: 105.5763015747, propagate_backward_time: 165.0179748535, weight_update_time: 0.3127855957, other_time: 5.3328247070
epoch time: 22.0499897003s, input_fired_time: 0.4201489091, output_fired_time: 0.0000000000, propagate_forward_time: 20.7035026550, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9263381958
validation[          , genome  6748] predictions:    9760/  10000 (97.60%), best:    9813/10000 (98.13%), error:       796.20154, best error:       613.59888 on epoch:    22, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 282.4770202637s, input_fired_time: 3.4643480778, output_fired_time: 3.6154391766, propagate_forward_time: 105.6363601685, propagate_backward_time: 164.5788879395, weight_update_time: 0.3103507161, other_time: 5.1819763184
epoch time: 22.5341873169s, input_fired_time: 0.4242860973, output_fired_time: 0.0000000000, propagate_forward_time: 21.2146377563, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8952636719
validation[          , genome  6748] predictions:    9818/  10000 (98.18%), best:    9813/10000 (98.13%), error:       642.25665, best error:       613.59888 on epoch:    22, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 284.5530700684s, input_fired_time: 3.4682865143, output_fired_time: 3.6263000965, propagate_forward_time: 106.3402938843, propagate_backward_time: 166.0151824951, weight_update_time: 0.3137690425, other_time: 5.1029815674
epoch time: 22.3124485016s, input_fired_time: 0.4251396954, output_fired_time: 0.0000000000, propagate_forward_time: 20.8547611237, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0325469971
validation[          , genome  6748] predictions:    9740/  10000 (97.40%), best:    9813/10000 (98.13%), error:       904.59546, best error:       613.59888 on epoch:    22, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 284.2997741699s, input_fired_time: 3.4732708931, output_fired_time: 3.6110298634, propagate_forward_time: 106.1633834839, propagate_backward_time: 165.8461303711, weight_update_time: 0.3133811951, other_time: 5.2059631348
epoch time: 22.5511894226s, input_fired_time: 0.4217187464, output_fired_time: 0.0000000000, propagate_forward_time: 21.2176761627, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9117946625
validation[          , genome  6748] predictions:    9779/  10000 (97.79%), best:    9813/10000 (98.13%), error:       746.42139, best error:       613.59888 on epoch:    22, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 285.8773193359s, input_fired_time: 3.4698870182, output_fired_time: 3.6593022346, propagate_forward_time: 106.6718978882, propagate_backward_time: 166.8075408936, weight_update_time: 0.3132422566, other_time: 5.2686920166
epoch time: 22.9724540710s, input_fired_time: 0.4306464791, output_fired_time: 0.0000000000, propagate_forward_time: 21.5815601349, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9602470398
validation[          , genome  6748] predictions:    9766/  10000 (97.66%), best:    9813/10000 (98.13%), error:       752.36316, best error:       613.59888 on epoch:    22, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 281.7903442383s, input_fired_time: 3.4578392506, output_fired_time: 3.5945901871, propagate_forward_time: 105.4235076904, propagate_backward_time: 164.1338806152, weight_update_time: 0.3120095134, other_time: 5.1805267334
epoch time: 23.0019741058s, input_fired_time: 0.4287316799, output_fired_time: 0.0000000000, propagate_forward_time: 21.6036529541, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9695892334
validation[          , genome  6748] predictions:    9797/  10000 (97.97%), best:    9813/10000 (98.13%), error:       673.44879, best error:       613.59888 on epoch:    22, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 284.9366760254s, input_fired_time: 3.4702699184, output_fired_time: 3.6456515789, propagate_forward_time: 106.1255950928, propagate_backward_time: 166.5422668457, weight_update_time: 0.3136379421, other_time: 5.1528778076
epoch time: 22.2449474335s, input_fired_time: 0.4190760553, output_fired_time: 0.0000000000, propagate_forward_time: 20.8566608429, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9692096710
validation[          , genome  6748] predictions:    9803/  10000 (98.03%), best:    9813/10000 (98.13%), error:       655.67047, best error:       613.59888 on epoch:    22, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 282.0505676270s, input_fired_time: 3.4460425377, output_fired_time: 3.6053919792, propagate_forward_time: 105.2202606201, propagate_backward_time: 164.6154022217, weight_update_time: 0.3126841486, other_time: 5.1634826660
epoch time: 22.3838996887s, input_fired_time: 0.4297823608, output_fired_time: 0.0000000000, propagate_forward_time: 20.9668579102, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9872589111
validation[          , genome  6748] predictions:    9680/  10000 (96.80%), best:    9813/10000 (98.13%), error:      1022.98499, best error:       613.59888 on epoch:    22, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 283.3035888672s, input_fired_time: 3.4527156353, output_fired_time: 3.6056497097, propagate_forward_time: 105.6072845459, propagate_backward_time: 165.4782562256, weight_update_time: 0.3130677342, other_time: 5.1596679688
epoch time: 22.9741363525s, input_fired_time: 0.4366933107, output_fired_time: 0.0000000000, propagate_forward_time: 21.5650253296, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9724178314
validation[          , genome  6748] predictions:    9798/  10000 (97.98%), best:    9813/10000 (98.13%), error:       659.10425, best error:       613.59888 on epoch:    22, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 280.5965270996s, input_fired_time: 3.4343631268, output_fired_time: 3.5808231831, propagate_forward_time: 104.7396392822, propagate_backward_time: 163.6864929199, weight_update_time: 0.3093431592, other_time: 5.1552276611
epoch time: 22.0776348114s, input_fired_time: 0.4187648296, output_fired_time: 0.0000000000, propagate_forward_time: 20.7172660828, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9416046143
validation[          , genome  6748] predictions:    9779/  10000 (97.79%), best:    9813/10000 (98.13%), error:       706.67523, best error:       613.59888 on epoch:    22, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 286.7210998535s, input_fired_time: 3.4805629253, output_fired_time: 3.6508040428, propagate_forward_time: 107.0530776978, propagate_backward_time: 167.3257141113, weight_update_time: 0.3142952919, other_time: 5.2109375000
epoch time: 22.1663951874s, input_fired_time: 0.4180034697, output_fired_time: 0.0000000000, propagate_forward_time: 20.8360347748, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9123573303
validation[          , genome  6748] predictions:    9766/  10000 (97.66%), best:    9813/10000 (98.13%), error:       774.46765, best error:       613.59888 on epoch:    22, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 282.7643432617s, input_fired_time: 3.4516367912, output_fired_time: 3.6196780205, propagate_forward_time: 105.3423156738, propagate_backward_time: 165.1534423828, weight_update_time: 0.3130147457, other_time: 5.1972656250
epoch time: 22.2274188995s, input_fired_time: 0.4225227237, output_fired_time: 0.0000000000, propagate_forward_time: 20.8541431427, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9507522583
validation[          , genome  6748] predictions:    9743/  10000 (97.43%), best:    9813/10000 (98.13%), error:       843.74481, best error:       613.59888 on epoch:    22, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 282.0386352539s, input_fired_time: 3.4466609955, output_fired_time: 3.5821189880, propagate_forward_time: 105.1015396118, propagate_backward_time: 164.6182861328, weight_update_time: 0.3101209104, other_time: 5.2900390625
epoch time: 22.7660617828s, input_fired_time: 0.4275113344, output_fired_time: 0.0000000000, propagate_forward_time: 21.3828067780, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9557437897
validation[          , genome  6748] predictions:    9770/  10000 (97.70%), best:    9813/10000 (98.13%), error:       748.52618, best error:       613.59888 on epoch:    22, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 285.4920349121s, input_fired_time: 3.4738049507, output_fired_time: 3.6433475018, propagate_forward_time: 106.5938949585, propagate_backward_time: 166.5663452148, weight_update_time: 0.3143445849, other_time: 5.2146301270
epoch time: 21.9450798035s, input_fired_time: 0.4174848199, output_fired_time: 0.0000000000, propagate_forward_time: 20.5783214569, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9492740631
validation[          , genome  6748] predictions:    9791/  10000 (97.91%), best:    9813/10000 (98.13%), error:       686.76031, best error:       613.59888 on epoch:    22, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 283.2728881836s, input_fired_time: 3.4675598145, output_fired_time: 3.6021664143, propagate_forward_time: 106.2480316162, propagate_backward_time: 164.7745056152, weight_update_time: 0.3110994697, other_time: 5.1806182861
epoch time: 22.6608161926s, input_fired_time: 0.4292182326, output_fired_time: 0.0000000000, propagate_forward_time: 21.2645950317, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9670028687
validation[          , genome  6748] predictions:    9813/  10000 (98.13%), best:    9813/10000 (98.13%), error:       628.68518, best error:       613.59888 on epoch:    22, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 282.1025695801s, input_fired_time: 3.4512212276, output_fired_time: 3.5944914818, propagate_forward_time: 105.5200881958, propagate_backward_time: 164.3477478027, weight_update_time: 0.3131247461, other_time: 5.1890258789
epoch time: 22.9588813782s, input_fired_time: 0.4295286238, output_fired_time: 0.0000000000, propagate_forward_time: 21.6358432770, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8935089111
validation[          , genome  6748] predictions:    9812/  10000 (98.12%), best:    9813/10000 (98.13%), error:       634.92200, best error:       613.59888 on epoch:    22, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 283.1297302246s, input_fired_time: 3.4586255550, output_fired_time: 3.6213212013, propagate_forward_time: 105.9423446655, propagate_backward_time: 164.9932708740, weight_update_time: 0.3114304841, other_time: 5.1141815186
epoch time: 22.8561534882s, input_fired_time: 0.4268390536, output_fired_time: 0.0000000000, propagate_forward_time: 21.5444011688, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8849124908
validation[          , genome  6748] predictions:    9796/  10000 (97.96%), best:    9813/10000 (98.13%), error:       696.31293, best error:       613.59888 on epoch:    22, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 281.1514282227s, input_fired_time: 3.4354536533, output_fired_time: 3.6092863083, propagate_forward_time: 104.7122268677, propagate_backward_time: 164.2671966553, weight_update_time: 0.3115380406, other_time: 5.1272735596
epoch time: 21.8186454773s, input_fired_time: 0.4154270291, output_fired_time: 0.0000000000, propagate_forward_time: 20.5134658813, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8897533417
validation[          , genome  6748] predictions:    9771/  10000 (97.71%), best:    9813/10000 (98.13%), error:       763.23840, best error:       613.59888 on epoch:    22, 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: 114.1809539795s, input_fired_time: 2.1307923794, output_fired_time: 0.0000000000, propagate_forward_time: 107.3219375610, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.7282257080
best training[          , genome  6748] predictions:   49487/  50000 (98.97%), best:    9813/10000 (98.13%), error:      1800.28296, best error:       613.59888 on epoch:    22, 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: 23.5571498871s, input_fired_time: 0.4310632348, output_fired_time: 0.0000000000, propagate_forward_time: 22.2174949646, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9085922241
   testing[          , genome  6748] predictions:    9824/  10000 (98.24%), best:    9813/10000 (98.13%), error:       588.38367, best error:       613.59888 on epoch:    22, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
12:27:58 (5620): called boinc_finish(0)

</stderr_txt>
]]>