Nameexact_genome_1512568488_44_7140_0
Workunit2606988
Created8 Dec 2017, 0:03:04 UTC
Sent8 Dec 2017, 0:11:53 UTC
Report deadline14 Dec 2017, 16:20:22 UTC
Received8 Dec 2017, 9:08:05 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID67680
Run time1 hours 55 min 29 sec
CPU time1 hours 55 min 24 sec
Validate stateValid
Credit1,668.14
Device peak FLOPS3.96 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size153.38 MB
Peak swap size155.08 MB
Peak disk usage1.29 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
arning_rate: 0.0064167744, weight_decay: 0.0002566710

epoch time: 63.4129486084s, input_fired_time: 1.1561391354, output_fired_time: 0.7536513209, propagate_forward_time: 23.4918479919, propagate_backward_time: 35.9930076599, weight_update_time: 0.0761570781, other_time: 2.0183029175
epoch time: 5.0435609818s, input_fired_time: 0.1176200584, output_fired_time: 0.0000000000, propagate_forward_time: 4.5760469437, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3498940468
validation[          , genome  7140] predictions:    9412/  10000 (94.12%), best:    9734/10000 (97.34%), error:      1952.22437, best error:       931.41376 on epoch:    12, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 63.1073570251s, input_fired_time: 1.1522777081, output_fired_time: 0.7532035112, propagate_forward_time: 23.3143882751, propagate_backward_time: 35.8964767456, weight_update_time: 0.0760074928, other_time: 1.9910087585
epoch time: 4.8970398903s, input_fired_time: 0.1181413233, output_fired_time: 0.0000000000, propagate_forward_time: 4.4391412735, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3397574425
validation[          , genome  7140] predictions:    9723/  10000 (97.23%), best:    9734/10000 (97.34%), error:       953.53967, best error:       931.41376 on epoch:    12, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 63.3780937195s, input_fired_time: 1.1521070004, output_fired_time: 0.7562858462, propagate_forward_time: 23.3938217163, propagate_backward_time: 36.0947608948, weight_update_time: 0.0754678994, other_time: 1.9811172485
epoch time: 4.9841499329s, input_fired_time: 0.1170807406, output_fired_time: 0.0000000000, propagate_forward_time: 4.5231127739, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3439564705
validation[          , genome  7140] predictions:    9730/  10000 (97.30%), best:    9734/10000 (97.34%), error:       938.31714, best error:       931.41376 on epoch:    12, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 63.2849693298s, input_fired_time: 1.1543446779, output_fired_time: 0.7568423152, propagate_forward_time: 23.5481681824, propagate_backward_time: 35.8441696167, weight_update_time: 0.0750137642, other_time: 1.9814414978
epoch time: 5.0964846611s, input_fired_time: 0.1196966469, output_fired_time: 0.0000000000, propagate_forward_time: 4.6238617897, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3529262543
validation[          , genome  7140] predictions:    9653/  10000 (96.53%), best:    9734/10000 (97.34%), error:      1142.63818, best error:       931.41376 on epoch:    12, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 62.4233093262s, input_fired_time: 1.1442242861, output_fired_time: 0.7454793453, propagate_forward_time: 23.0885601044, propagate_backward_time: 35.4374732971, weight_update_time: 0.0745022073, other_time: 2.0075721741
epoch time: 5.0511283875s, input_fired_time: 0.1185938567, output_fired_time: 0.0000000000, propagate_forward_time: 4.5708036423, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3617310524
validation[          , genome  7140] predictions:    9177/  10000 (91.77%), best:    9734/10000 (97.34%), error:      2710.02246, best error:       931.41376 on epoch:    12, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

resetting weights to those on epoch: 12
epoch time: 64.1329116821s, input_fired_time: 1.1572668552, output_fired_time: 0.7858842611, propagate_forward_time: 23.8761920929, propagate_backward_time: 36.2857170105, weight_update_time: 0.0759034902, other_time: 2.0278511047
epoch time: 5.0120220184s, input_fired_time: 0.1180606261, output_fired_time: 0.0000000000, propagate_forward_time: 4.5456223488, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3483390808
validation[          , genome  7140] predictions:    9677/  10000 (96.77%), best:    9734/10000 (97.34%), error:      1118.79199, best error:       931.41376 on epoch:    12, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 61.8816108704s, input_fired_time: 1.1398304701, output_fired_time: 0.7432582974, propagate_forward_time: 22.7972335815, propagate_backward_time: 35.2255821228, weight_update_time: 0.0747684464, other_time: 1.9757041931
epoch time: 5.1433014870s, input_fired_time: 0.1180366799, output_fired_time: 0.0000000000, propagate_forward_time: 4.6731753349, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3520894051
validation[          , genome  7140] predictions:    9655/  10000 (96.55%), best:    9734/10000 (97.34%), error:      1168.38550, best error:       931.41376 on epoch:    12, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 63.4983215332s, input_fired_time: 1.1561257839, output_fired_time: 0.7597294450, propagate_forward_time: 23.4155311584, propagate_backward_time: 36.1894302368, weight_update_time: 0.0757043436, other_time: 1.9775047302
epoch time: 4.9301366806s, input_fired_time: 0.1181530729, output_fired_time: 0.0000000000, propagate_forward_time: 4.4706687927, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3413147926
validation[          , genome  7140] predictions:    9721/  10000 (97.21%), best:    9734/10000 (97.34%), error:       965.28510, best error:       931.41376 on epoch:    12, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 61.4292984009s, input_fired_time: 1.1385139227, output_fired_time: 0.7344160080, propagate_forward_time: 22.6380405426, propagate_backward_time: 34.9578933716, weight_update_time: 0.0743656307, other_time: 1.9604339600
epoch time: 4.9446840286s, input_fired_time: 0.1204680055, output_fired_time: 0.0000000000, propagate_forward_time: 4.4803247452, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3438911438
validation[          , genome  7140] predictions:    9697/  10000 (96.97%), best:    9734/10000 (97.34%), error:       997.42651, best error:       931.41376 on epoch:    12, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 62.8065376282s, input_fired_time: 1.1586934328, output_fired_time: 0.7484046221, propagate_forward_time: 23.2073860168, propagate_backward_time: 35.6806068420, weight_update_time: 0.0767990500, other_time: 2.0114440918
epoch time: 4.9508848190s, input_fired_time: 0.1204913482, output_fired_time: 0.0000000000, propagate_forward_time: 4.4789714813, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3514218330
validation[          , genome  7140] predictions:    9753/  10000 (97.53%), best:    9753/10000 (97.53%), error:       880.70221, best error:       880.70221 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 63.7302169800s, input_fired_time: 1.1670912504, output_fired_time: 0.7591617107, propagate_forward_time: 23.6238079071, propagate_backward_time: 36.1328010559, weight_update_time: 0.0772476494, other_time: 2.0473518372
epoch time: 5.0113492012s, input_fired_time: 0.1229480430, output_fired_time: 0.0000000000, propagate_forward_time: 4.5312681198, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3571329117
validation[          , genome  7140] predictions:    9706/  10000 (97.06%), best:    9753/10000 (97.53%), error:       939.59888, best error:       880.70221 on epoch:    23, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 62.7234115601s, input_fired_time: 1.1560087204, output_fired_time: 0.7492820024, propagate_forward_time: 23.1158943176, propagate_backward_time: 35.7141036987, weight_update_time: 0.0760834441, other_time: 1.9881210327
epoch time: 4.9524455070s, input_fired_time: 0.1205135882, output_fired_time: 0.0000000000, propagate_forward_time: 4.4837431908, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3481888771
validation[          , genome  7140] predictions:    9746/  10000 (97.46%), best:    9753/10000 (97.53%), error:       905.77338, best error:       880.70221 on epoch:    23, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 63.2134399414s, input_fired_time: 1.1662852764, output_fired_time: 0.7551897168, propagate_forward_time: 23.3913841248, propagate_backward_time: 35.8632354736, weight_update_time: 0.0778967515, other_time: 2.0373458862
epoch time: 5.0345864296s, input_fired_time: 0.1197722927, output_fired_time: 0.0000000000, propagate_forward_time: 4.5673789978, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3474349976
validation[          , genome  7140] predictions:    9728/  10000 (97.28%), best:    9753/10000 (97.53%), error:       923.26837, best error:       880.70221 on epoch:    23, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 64.8315734863s, input_fired_time: 1.1785986423, output_fired_time: 0.7679961920, propagate_forward_time: 24.0152416229, propagate_backward_time: 36.7665596008, weight_update_time: 0.0769387186, other_time: 2.1031761169
epoch time: 5.1001114845s, input_fired_time: 0.1254811734, output_fired_time: 0.0000000000, propagate_forward_time: 4.6187558174, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3558745384
validation[          , genome  7140] predictions:    9700/  10000 (97.00%), best:    9753/10000 (97.53%), error:       987.54633, best error:       880.70221 on epoch:    23, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 64.9411392212s, input_fired_time: 1.1818312407, output_fired_time: 0.7771062851, propagate_forward_time: 24.0307750702, propagate_backward_time: 36.8869400024, weight_update_time: 0.0780006796, other_time: 2.0644836426
epoch time: 4.9032182693s, input_fired_time: 0.1179069430, output_fired_time: 0.0000000000, propagate_forward_time: 4.4430236816, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3422875404
validation[          , genome  7140] predictions:    9544/  10000 (95.44%), best:    9753/10000 (97.53%), error:      1483.73328, best error:       880.70221 on epoch:    23, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 62.2878723145s, input_fired_time: 1.1552523375, output_fired_time: 0.7445040941, propagate_forward_time: 23.0081977844, propagate_backward_time: 35.3824691772, weight_update_time: 0.0746384710, other_time: 1.9974517822
epoch time: 4.9927611351s, input_fired_time: 0.1205195710, output_fired_time: 0.0000000000, propagate_forward_time: 4.5251731873, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3470683098
validation[          , genome  7140] predictions:    9720/  10000 (97.20%), best:    9753/10000 (97.53%), error:       931.23065, best error:       880.70221 on epoch:    23, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 61.5711631775s, input_fired_time: 1.1523457766, output_fired_time: 0.7414651513, propagate_forward_time: 22.6892757416, propagate_backward_time: 34.9851799011, weight_update_time: 0.0747812316, other_time: 2.0028953552
epoch time: 4.9149303436s, input_fired_time: 0.1213955358, output_fired_time: 0.0000000000, propagate_forward_time: 4.4453377724, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3481969833
validation[          , genome  7140] predictions:    9689/  10000 (96.89%), best:    9753/10000 (97.53%), error:       980.60034, best error:       880.70221 on epoch:    23, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 60.9400596619s, input_fired_time: 1.1457281113, output_fired_time: 0.7341646552, propagate_forward_time: 22.3928737640, propagate_backward_time: 34.6591148376, weight_update_time: 0.0768322349, other_time: 2.0081748962
epoch time: 4.9148340225s, input_fired_time: 0.1235412732, output_fired_time: 0.0000000000, propagate_forward_time: 4.4425401688, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3487524986
validation[          , genome  7140] predictions:    9755/  10000 (97.55%), best:    9755/10000 (97.55%), error:       860.52356, best error:       860.52356 on epoch:    31, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 61.3844223022s, input_fired_time: 1.1491416693, output_fired_time: 0.7371870279, propagate_forward_time: 22.6158905029, propagate_backward_time: 34.9248237610, weight_update_time: 0.0741113797, other_time: 1.9573783875
epoch time: 6.0750298500s, input_fired_time: 0.1412905306, output_fired_time: 0.0000000000, propagate_forward_time: 5.5359268188, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3978123665
validation[          , genome  7140] predictions:    9716/  10000 (97.16%), best:    9755/10000 (97.55%), error:       880.97449, best error:       860.52356 on epoch:    31, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 62.4117240906s, input_fired_time: 1.1660541296, output_fired_time: 0.7472273707, propagate_forward_time: 23.0589618683, propagate_backward_time: 35.4224700928, weight_update_time: 0.0760914162, other_time: 2.0170135498
epoch time: 4.9654035568s, input_fired_time: 0.1203673109, output_fired_time: 0.0000000000, propagate_forward_time: 4.4958715439, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3491644859
validation[          , genome  7140] predictions:    9713/  10000 (97.13%), best:    9755/10000 (97.55%), error:       928.97913, best error:       860.52356 on epoch:    31, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 62.2347450256s, input_fired_time: 1.1530681849, output_fired_time: 0.7434798479, propagate_forward_time: 22.9877872467, propagate_backward_time: 35.3723182678, weight_update_time: 0.0741320550, other_time: 1.9780921936
epoch time: 4.9067826271s, input_fired_time: 0.1201055050, output_fired_time: 0.0000000000, propagate_forward_time: 4.4425358772, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3441414833
validation[          , genome  7140] predictions:    9744/  10000 (97.44%), best:    9755/10000 (97.55%), error:       896.76520, best error:       860.52356 on epoch:    31, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 61.5322914124s, input_fired_time: 1.1417458057, output_fired_time: 0.7432622313, propagate_forward_time: 22.6857109070, propagate_backward_time: 35.0258674622, weight_update_time: 0.0731477365, other_time: 1.9357032776
epoch time: 4.9427084923s, input_fired_time: 0.1168094501, output_fired_time: 0.0000000000, propagate_forward_time: 4.4813771248, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3445219994
validation[          , genome  7140] predictions:    9680/  10000 (96.80%), best:    9755/10000 (97.55%), error:      1035.16797, best error:       860.52356 on epoch:    31, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 62.7012596130s, input_fired_time: 1.1584880352, output_fired_time: 0.7516790032, propagate_forward_time: 23.1973266602, propagate_backward_time: 35.6210441589, weight_update_time: 0.0744949803, other_time: 1.9727210999
epoch time: 5.2051744461s, input_fired_time: 0.1249992400, output_fired_time: 0.0000000000, propagate_forward_time: 4.7251400948, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3550353050
validation[          , genome  7140] predictions:    9733/  10000 (97.33%), best:    9755/10000 (97.55%), error:       876.16321, best error:       860.52356 on epoch:    31, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 62.7471046448s, input_fired_time: 1.1605411768, output_fired_time: 0.7483910918, propagate_forward_time: 23.2721462250, propagate_backward_time: 35.5809173584, weight_update_time: 0.0751551315, other_time: 1.9851074219
epoch time: 4.9109649658s, input_fired_time: 0.1204821393, output_fired_time: 0.0000000000, propagate_forward_time: 4.4430441856, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3474388123
validation[          , genome  7140] predictions:    9711/  10000 (97.11%), best:    9755/10000 (97.55%), error:       990.27618, best error:       860.52356 on epoch:    31, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 64.1709060669s, input_fired_time: 1.2348363400, output_fired_time: 0.7622042298, propagate_forward_time: 23.6745719910, propagate_backward_time: 36.4364051819, weight_update_time: 0.0780227482, other_time: 2.0628890991
epoch time: 5.2018756866s, input_fired_time: 0.1258946508, output_fired_time: 0.0000000000, propagate_forward_time: 4.7142529488, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3617281914
validation[          , genome  7140] predictions:    9704/  10000 (97.04%), best:    9755/10000 (97.55%), error:      1025.13782, best error:       860.52356 on epoch:    31, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 64.5908126831s, input_fired_time: 1.1800976992, output_fired_time: 0.7690668702, propagate_forward_time: 23.9372158051, propagate_backward_time: 36.6742706299, weight_update_time: 0.0774021521, other_time: 2.0301589966
epoch time: 5.3258852959s, input_fired_time: 0.1274075955, output_fired_time: 0.0000000000, propagate_forward_time: 4.8361430168, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3623347282
validation[          , genome  7140] predictions:    9720/  10000 (97.20%), best:    9755/10000 (97.55%), error:       908.81635, best error:       860.52356 on epoch:    31, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 61.0109024048s, input_fired_time: 1.1543775797, output_fired_time: 0.7346213460, propagate_forward_time: 22.4268646240, propagate_backward_time: 34.7014846802, weight_update_time: 0.0759406164, other_time: 1.9935531616
epoch time: 4.9116144180s, input_fired_time: 0.1218591183, output_fired_time: 0.0000000000, propagate_forward_time: 4.4421157837, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3476395607
validation[          , genome  7140] predictions:    9767/  10000 (97.67%), best:    9767/10000 (97.67%), error:       796.21350, best error:       796.21350 on epoch:    40, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 60.6912498474s, input_fired_time: 1.1504848003, output_fired_time: 0.7290565372, propagate_forward_time: 22.3082504272, propagate_backward_time: 34.4931716919, weight_update_time: 0.0771101266, other_time: 2.0102844238
epoch time: 4.9122138023s, input_fired_time: 0.1228649318, output_fired_time: 0.0000000000, propagate_forward_time: 4.4404907227, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3488583565
validation[          , genome  7140] predictions:    9447/  10000 (94.47%), best:    9767/10000 (97.67%), error:      1782.84497, best error:       796.21350 on epoch:    40, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 61.6266479492s, input_fired_time: 1.1552653313, output_fired_time: 0.7361293435, propagate_forward_time: 22.7577667236, propagate_backward_time: 34.9933967590, weight_update_time: 0.0758607239, other_time: 1.9840888977
epoch time: 5.0177459717s, input_fired_time: 0.1214460135, output_fired_time: 0.0000000000, propagate_forward_time: 4.5488972664, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3474025726
validation[          , genome  7140] predictions:    9757/  10000 (97.57%), best:    9767/10000 (97.67%), error:       802.92938, best error:       796.21350 on epoch:    40, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 63.2371902466s, input_fired_time: 1.1675026417, output_fired_time: 0.7549410462, propagate_forward_time: 23.3199043274, propagate_backward_time: 35.9940681458, weight_update_time: 0.0757423714, other_time: 2.0007743835
epoch time: 5.3126869202s, input_fired_time: 0.1289156675, output_fired_time: 0.0000000000, propagate_forward_time: 4.8155307770, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3682403564
validation[          , genome  7140] predictions:    9730/  10000 (97.30%), best:    9767/10000 (97.67%), error:       893.30206, best error:       796.21350 on epoch:    40, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 62.9099464417s, input_fired_time: 1.1695520878, output_fired_time: 0.7531986237, propagate_forward_time: 23.2558898926, propagate_backward_time: 35.7114143372, weight_update_time: 0.0770223290, other_time: 2.0198936462
epoch time: 5.2625546455s, input_fired_time: 0.1263762563, output_fired_time: 0.0000000000, propagate_forward_time: 4.7783737183, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3578047752
validation[          , genome  7140] predictions:    9577/  10000 (95.77%), best:    9767/10000 (97.67%), error:      1240.78394, best error:       796.21350 on epoch:    40, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 64.8999481201s, input_fired_time: 1.2232346535, output_fired_time: 0.7670860291, propagate_forward_time: 23.9953041077, propagate_backward_time: 36.8595809937, weight_update_time: 0.0775138289, other_time: 2.0547409058
epoch time: 4.9398255348s, input_fired_time: 0.1170231029, output_fired_time: 0.0000000000, propagate_forward_time: 4.4782638550, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3445386887
validation[          , genome  7140] predictions:    9727/  10000 (97.27%), best:    9767/10000 (97.67%), error:       916.20947, best error:       796.21350 on epoch:    40, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 63.3028488159s, input_fired_time: 1.1722126007, output_fired_time: 0.7545818090, propagate_forward_time: 23.3665237427, propagate_backward_time: 35.9527282715, weight_update_time: 0.0778395310, other_time: 2.0568046570
epoch time: 5.0554103851s, input_fired_time: 0.1265621781, output_fired_time: 0.0000000000, propagate_forward_time: 4.5760617256, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3527865410
validation[          , genome  7140] predictions:    9737/  10000 (97.37%), best:    9767/10000 (97.67%), error:       898.32727, best error:       796.21350 on epoch:    40, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 63.2721176147s, input_fired_time: 1.1652811766, output_fired_time: 0.7544682026, propagate_forward_time: 23.4294910431, propagate_backward_time: 35.9180412292, weight_update_time: 0.0758285224, other_time: 2.0048408508
epoch time: 4.9158120155s, input_fired_time: 0.1199069172, output_fired_time: 0.0000000000, propagate_forward_time: 4.4416141510, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3542909622
validation[          , genome  7140] predictions:    9597/  10000 (95.97%), best:    9767/10000 (97.67%), error:      1356.39587, best error:       796.21350 on epoch:    40, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 61.9729995728s, input_fired_time: 1.1532268524, output_fired_time: 0.7433757186, propagate_forward_time: 22.9254779816, propagate_backward_time: 35.1595306396, weight_update_time: 0.0754344463, other_time: 1.9913864136
epoch time: 5.2892546654s, input_fired_time: 0.1297655553, output_fired_time: 0.0000000000, propagate_forward_time: 4.7872285843, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3722605705
validation[          , genome  7140] predictions:    9751/  10000 (97.51%), best:    9767/10000 (97.67%), error:       862.64392, best error:       796.21350 on epoch:    40, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 63.6505126953s, input_fired_time: 1.1692410707, output_fired_time: 0.7520736456, propagate_forward_time: 23.4716339111, propagate_backward_time: 36.2333106995, weight_update_time: 0.0774431676, other_time: 2.0242500305
epoch time: 5.0003323555s, input_fired_time: 0.1225871444, output_fired_time: 0.0000000000, propagate_forward_time: 4.5299172401, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3478279114
validation[          , genome  7140] predictions:    9725/  10000 (97.25%), best:    9767/10000 (97.67%), error:       923.38385, best error:       796.21350 on epoch:    40, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 64.1577529907s, input_fired_time: 1.2040083408, output_fired_time: 0.7697709203, propagate_forward_time: 23.8170604706, propagate_backward_time: 36.2396659851, weight_update_time: 0.0783870444, other_time: 2.1272468567
epoch time: 5.1920700073s, input_fired_time: 0.1221924350, output_fired_time: 0.0000000000, propagate_forward_time: 4.6918611526, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3780164719
validation[          , genome  7140] predictions:    9598/  10000 (95.98%), best:    9767/10000 (97.67%), error:      1341.26294, best error:       796.21350 on epoch:    40, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 61.8248405457s, input_fired_time: 1.1552715302, output_fired_time: 0.7593469620, propagate_forward_time: 22.8198242188, propagate_backward_time: 35.1434211731, weight_update_time: 0.0732892081, other_time: 1.9469795227
epoch time: 5.0283393860s, input_fired_time: 0.1191203222, output_fired_time: 0.0000000000, propagate_forward_time: 4.5598716736, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3493475914
validation[          , genome  7140] predictions:    9577/  10000 (95.77%), best:    9767/10000 (97.67%), error:      1343.19385, best error:       796.21350 on epoch:    40, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 61.4306182861s, input_fired_time: 1.1471344233, output_fired_time: 0.7383033037, propagate_forward_time: 22.6589775085, propagate_backward_time: 34.9292297363, weight_update_time: 0.0743859336, other_time: 1.9569740295
epoch time: 4.9063830376s, input_fired_time: 0.1146063954, output_fired_time: 0.0000000000, propagate_forward_time: 4.4416670799, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3501095772
validation[          , genome  7140] predictions:    9612/  10000 (96.12%), best:    9767/10000 (97.67%), error:      1322.19849, best error:       796.21350 on epoch:    40, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 62.7815818787s, input_fired_time: 1.1656762362, output_fired_time: 0.7553526759, propagate_forward_time: 23.1601543427, propagate_backward_time: 35.6793441772, weight_update_time: 0.0770706460, other_time: 2.0210571289
epoch time: 4.9058609009s, input_fired_time: 0.1208515540, output_fired_time: 0.0000000000, propagate_forward_time: 4.4416294098, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3433799744
validation[          , genome  7140] predictions:    9644/  10000 (96.44%), best:    9767/10000 (97.67%), error:      1193.22253, best error:       796.21350 on epoch:    40, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 64.4913482666s, input_fired_time: 1.1824486256, output_fired_time: 0.7734653354, propagate_forward_time: 23.8670291901, propagate_backward_time: 36.6223831177, weight_update_time: 0.0775026157, other_time: 2.0460205078
epoch time: 6.5378470421s, input_fired_time: 0.1440962553, output_fired_time: 0.0000000000, propagate_forward_time: 5.9633321762, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4304184914
validation[          , genome  7140] predictions:    9656/  10000 (96.56%), best:    9767/10000 (97.67%), error:      1126.70862, best error:       796.21350 on epoch:    40, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 61.9302825928s, input_fired_time: 1.1510425806, output_fired_time: 0.7419207096, propagate_forward_time: 22.8370800018, propagate_backward_time: 35.2504386902, weight_update_time: 0.0739080608, other_time: 1.9498023987
epoch time: 5.5858244896s, input_fired_time: 0.1325736046, output_fired_time: 0.0000000000, propagate_forward_time: 5.0759811401, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3772697449
validation[          , genome  7140] predictions:    9654/  10000 (96.54%), best:    9767/10000 (97.67%), error:      1175.73804, best error:       796.21350 on epoch:    40, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 62.6871910095s, input_fired_time: 1.1698094606, output_fired_time: 0.7518324256, propagate_forward_time: 23.1483802795, propagate_backward_time: 35.5956306458, weight_update_time: 0.0772952214, other_time: 2.0215377808
epoch time: 4.9191207886s, input_fired_time: 0.1249903664, output_fired_time: 0.0000000000, propagate_forward_time: 4.4436664581, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3504638672
validation[          , genome  7140] predictions:    9654/  10000 (96.54%), best:    9767/10000 (97.67%), error:      1174.21326, best error:       796.21350 on epoch:    40, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 65.0131912231s, input_fired_time: 1.1816750765, output_fired_time: 0.7725878954, propagate_forward_time: 24.0217514038, propagate_backward_time: 36.9717407227, weight_update_time: 0.0783566609, other_time: 2.0654373169
epoch time: 4.9794983864s, input_fired_time: 0.1193988994, output_fired_time: 0.0000000000, propagate_forward_time: 4.5114088058, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3486905098
validation[          , genome  7140] predictions:    9618/  10000 (96.18%), best:    9767/10000 (97.67%), error:      1239.19836, best error:       796.21350 on epoch:    40, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 62.5798187256s, input_fired_time: 1.1658585072, output_fired_time: 0.7553031445, propagate_forward_time: 23.1090774536, propagate_backward_time: 35.5555610657, weight_update_time: 0.0763603970, other_time: 1.9940185547
epoch time: 4.9776015282s, input_fired_time: 0.1277500987, output_fired_time: 0.0000000000, propagate_forward_time: 4.4954767227, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3543748856
validation[          , genome  7140] predictions:    9634/  10000 (96.34%), best:    9767/10000 (97.67%), error:      1228.52551, best error:       796.21350 on epoch:    40, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 60.5021362305s, input_fired_time: 1.1499636173, output_fired_time: 0.7258526683, propagate_forward_time: 22.2655220032, propagate_backward_time: 34.3532562256, weight_update_time: 0.0770626664, other_time: 2.0075416565
epoch time: 4.9132308960s, input_fired_time: 0.1231009811, output_fired_time: 0.0000000000, propagate_forward_time: 4.4410786629, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3490514755
validation[          , genome  7140] predictions:    9635/  10000 (96.35%), best:    9767/10000 (97.67%), error:      1193.37048, best error:       796.21350 on epoch:    40, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 61.1427230835s, input_fired_time: 1.1537134647, output_fired_time: 0.7336515188, propagate_forward_time: 22.5358943939, propagate_backward_time: 34.7286300659, weight_update_time: 0.0760905519, other_time: 1.9908370972
epoch time: 4.9352307320s, input_fired_time: 0.1190882251, output_fired_time: 0.0000000000, propagate_forward_time: 4.4728183746, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3433241844
validation[          , genome  7140] predictions:    9640/  10000 (96.40%), best:    9767/10000 (97.67%), error:      1223.06567, best error:       796.21350 on epoch:    40, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 63.7611274719s, input_fired_time: 1.1684759855, output_fired_time: 0.7753077149, propagate_forward_time: 23.5975666046, propagate_backward_time: 36.2401733398, weight_update_time: 0.0752367973, other_time: 1.9796066284
epoch time: 5.2157535553s, input_fired_time: 0.1240027472, output_fired_time: 0.0000000000, propagate_forward_time: 4.7362637520, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3554868698
validation[          , genome  7140] predictions:    9678/  10000 (96.78%), best:    9767/10000 (97.67%), error:      1108.62231, best error:       796.21350 on epoch:    40, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 63.0418281555s, input_fired_time: 1.1677901745, output_fired_time: 0.7510331273, propagate_forward_time: 23.2814502716, propagate_backward_time: 35.8329544067, weight_update_time: 0.0768995509, other_time: 2.0085983276
epoch time: 5.4649777412s, input_fired_time: 0.1290473342, output_fired_time: 0.0000000000, propagate_forward_time: 4.9651784897, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3707518578
validation[          , genome  7140] predictions:    9662/  10000 (96.62%), best:    9767/10000 (97.67%), error:      1155.98474, best error:       796.21350 on epoch:    40, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 63.8797569275s, input_fired_time: 1.1706793308, output_fired_time: 0.7595810294, propagate_forward_time: 23.6230163574, propagate_backward_time: 36.3051071167, weight_update_time: 0.0772142336, other_time: 2.0213699341
epoch time: 4.9136066437s, input_fired_time: 0.1220653653, output_fired_time: 0.0000000000, propagate_forward_time: 4.4431614876, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3483796120
validation[          , genome  7140] predictions:    9698/  10000 (96.98%), best:    9767/10000 (97.67%), error:      1045.92102, best error:       796.21350 on epoch:    40, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 61.6292457581s, input_fired_time: 1.1475822926, output_fired_time: 0.7442942262, propagate_forward_time: 22.8319396973, propagate_backward_time: 34.9780960083, weight_update_time: 0.0733589679, other_time: 1.9273338318
epoch time: 4.9058156013s, input_fired_time: 0.1193820238, output_fired_time: 0.0000000000, propagate_forward_time: 4.4429616928, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3434720039
validation[          , genome  7140] predictions:    9648/  10000 (96.48%), best:    9767/10000 (97.67%), error:      1148.28223, best error:       796.21350 on epoch:    40, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 63.3909683228s, input_fired_time: 1.1677645445, output_fired_time: 0.7745459676, propagate_forward_time: 23.4735450745, propagate_backward_time: 35.9702644348, weight_update_time: 0.0765807331, other_time: 2.0048484802
epoch time: 5.3145818710s, input_fired_time: 0.1310831457, output_fired_time: 0.0000000000, propagate_forward_time: 4.8177294731, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3657693863
validation[          , genome  7140] predictions:    9695/  10000 (96.95%), best:    9767/10000 (97.67%), error:      1055.35522, best error:       796.21350 on epoch:    40, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 63.4634017944s, input_fired_time: 1.1738202572, output_fired_time: 0.7579568028, propagate_forward_time: 23.4968814850, propagate_backward_time: 36.0465240479, weight_update_time: 0.0763952658, other_time: 1.9882202148
epoch time: 5.0456833839s, input_fired_time: 0.1215749532, output_fired_time: 0.0000000000, propagate_forward_time: 4.5736050606, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3505034447
validation[          , genome  7140] predictions:    9687/  10000 (96.87%), best:    9767/10000 (97.67%), error:      1055.95898, best error:       796.21350 on epoch:    40, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 61.6901779175s, input_fired_time: 1.1467853785, output_fired_time: 0.7422390580, propagate_forward_time: 22.6592102051, propagate_backward_time: 35.2050552368, weight_update_time: 0.0737714842, other_time: 1.9368858337
epoch time: 4.9103674889s, input_fired_time: 0.1218198463, output_fired_time: 0.0000000000, propagate_forward_time: 4.4406628609, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3478846550
validation[          , genome  7140] predictions:    9703/  10000 (97.03%), best:    9767/10000 (97.67%), error:      1017.94836, best error:       796.21350 on epoch:    40, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 60.6238174438s, input_fired_time: 1.1513105631, output_fired_time: 0.7310037017, propagate_forward_time: 22.2330379486, propagate_backward_time: 34.5035552979, weight_update_time: 0.0762884617, other_time: 2.0049133301
epoch time: 4.9114875793s, input_fired_time: 0.1227310374, output_fired_time: 0.0000000000, propagate_forward_time: 4.4400029182, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3487534523
validation[          , genome  7140] predictions:    9665/  10000 (96.65%), best:    9767/10000 (97.67%), error:      1131.13928, best error:       796.21350 on epoch:    40, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 61.0070762634s, input_fired_time: 1.1584651470, output_fired_time: 0.7351498008, propagate_forward_time: 22.3826675415, propagate_backward_time: 34.7092285156, weight_update_time: 0.0771040320, other_time: 2.0215644836
epoch time: 4.9121780396s, input_fired_time: 0.1219373047, output_fired_time: 0.0000000000, propagate_forward_time: 4.4404621124, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3497786522
validation[          , genome  7140] predictions:    9695/  10000 (96.95%), best:    9767/10000 (97.67%), error:      1062.05542, best error:       796.21350 on epoch:    40, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 61.5675468445s, input_fired_time: 1.1758346558, output_fired_time: 0.7545671463, propagate_forward_time: 22.6636791229, propagate_backward_time: 34.9824485779, weight_update_time: 0.0761047453, other_time: 1.9910163879
epoch time: 5.3081650734s, input_fired_time: 0.1225387305, output_fired_time: 0.0000000000, propagate_forward_time: 4.8241395950, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3614869118
validation[          , genome  7140] predictions:    9637/  10000 (96.37%), best:    9767/10000 (97.67%), error:      1232.72314, best error:       796.21350 on epoch:    40, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 64.1373291016s, input_fired_time: 1.2086615562, output_fired_time: 0.7619249225, propagate_forward_time: 23.5847721100, propagate_backward_time: 36.5962142944, weight_update_time: 0.0762050673, other_time: 1.9857559204
epoch time: 5.0803346634s, input_fired_time: 0.1262246817, output_fired_time: 0.0000000000, propagate_forward_time: 4.6053743362, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3487358093
validation[          , genome  7140] predictions:    9705/  10000 (97.05%), best:    9767/10000 (97.67%), error:      1032.27600, best error:       796.21350 on epoch:    40, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 62.4105453491s, input_fired_time: 1.1567616463, output_fired_time: 0.7519999743, propagate_forward_time: 23.1132354736, propagate_backward_time: 35.4515419006, weight_update_time: 0.0742562413, other_time: 1.9370079041
epoch time: 4.9026160240s, input_fired_time: 0.1195810512, output_fired_time: 0.0000000000, propagate_forward_time: 4.4412398338, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3417949677
validation[          , genome  7140] predictions:    9697/  10000 (96.97%), best:    9767/10000 (97.67%), error:      1066.19714, best error:       796.21350 on epoch:    40, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 62.0281219482s, input_fired_time: 1.1657280922, output_fired_time: 0.7433040738, propagate_forward_time: 22.8387088776, propagate_backward_time: 35.2641983032, weight_update_time: 0.0771606043, other_time: 2.0161819458
epoch time: 4.9010095596s, input_fired_time: 0.1203436852, output_fired_time: 0.0000000000, propagate_forward_time: 4.4372539520, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3434119225
validation[          , genome  7140] predictions:    9699/  10000 (96.99%), best:    9767/10000 (97.67%), error:      1007.87885, best error:       796.21350 on epoch:    40, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 62.6128082275s, input_fired_time: 1.1648437977, output_fired_time: 0.7485424876, propagate_forward_time: 23.2047863007, propagate_backward_time: 35.5255279541, weight_update_time: 0.0755823776, other_time: 1.9691085815
epoch time: 5.3352413177s, input_fired_time: 0.1264267564, output_fired_time: 0.0000000000, propagate_forward_time: 4.8482775688, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3605370522
validation[          , genome  7140] predictions:    9696/  10000 (96.96%), best:    9767/10000 (97.67%), error:      1059.83289, best error:       796.21350 on epoch:    40, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 63.5076942444s, input_fired_time: 1.2061270475, output_fired_time: 0.8194729686, propagate_forward_time: 23.3489437103, propagate_backward_time: 36.0994338989, weight_update_time: 0.0780065283, other_time: 2.0337142944
epoch time: 5.3471393585s, input_fired_time: 0.1292717606, output_fired_time: 0.0000000000, propagate_forward_time: 4.8562450409, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3616223335
validation[          , genome  7140] predictions:    9687/  10000 (96.87%), best:    9767/10000 (97.67%), error:      1099.38818, best error:       796.21350 on epoch:    40, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 66.1743392944s, input_fired_time: 1.1934231520, output_fired_time: 0.8007876873, propagate_forward_time: 24.5908985138, propagate_backward_time: 37.5673675537, weight_update_time: 0.0775134787, other_time: 2.0218658447
epoch time: 5.1250534058s, input_fired_time: 0.1232960150, output_fired_time: 0.0000000000, propagate_forward_time: 4.6428160667, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3589415550
validation[          , genome  7140] predictions:    9683/  10000 (96.83%), best:    9767/10000 (97.67%), error:      1043.74329, best error:       796.21350 on epoch:    40, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 62.6037445068s, input_fired_time: 1.1594736576, output_fired_time: 0.7460539937, propagate_forward_time: 23.0986022949, propagate_backward_time: 35.6346817017, weight_update_time: 0.0748862922, other_time: 1.9649314880
epoch time: 4.9563822746s, input_fired_time: 0.1249618307, output_fired_time: 0.0000000000, propagate_forward_time: 4.4534077644, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3780126572
validation[          , genome  7140] predictions:    9663/  10000 (96.63%), best:    9767/10000 (97.67%), error:      1170.68213, best error:       796.21350 on epoch:    40, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 61.2782249451s, input_fired_time: 1.1608932018, output_fired_time: 0.7341930270, propagate_forward_time: 22.5268096924, propagate_backward_time: 34.8103141785, weight_update_time: 0.0776661262, other_time: 2.0460166931
epoch time: 4.9125175476s, input_fired_time: 0.1215887591, output_fired_time: 0.0000000000, propagate_forward_time: 4.4418191910, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3491096497
validation[          , genome  7140] predictions:    9699/  10000 (96.99%), best:    9767/10000 (97.67%), error:      1040.96338, best error:       796.21350 on epoch:    40, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 61.3845252991s, input_fired_time: 1.1546247005, output_fired_time: 0.7347161174, propagate_forward_time: 22.6425285339, propagate_backward_time: 34.8849067688, weight_update_time: 0.0751217157, other_time: 1.9677505493
epoch time: 4.8956046104s, input_fired_time: 0.1176469401, output_fired_time: 0.0000000000, propagate_forward_time: 4.4382996559, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3396577835
validation[          , genome  7140] predictions:    9675/  10000 (96.75%), best:    9767/10000 (97.67%), error:      1071.93518, best error:       796.21350 on epoch:    40, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 62.0757064819s, input_fired_time: 1.1550748348, output_fired_time: 0.7444586158, propagate_forward_time: 22.9161663055, propagate_backward_time: 35.3183670044, weight_update_time: 0.0739044249, other_time: 1.9416427612
epoch time: 4.9269218445s, input_fired_time: 0.1212769598, output_fired_time: 0.0000000000, propagate_forward_time: 4.4627232552, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3429217339
validation[          , genome  7140] predictions:    9713/  10000 (97.13%), best:    9767/10000 (97.67%), error:      1040.93359, best error:       796.21350 on epoch:    40, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 61.2157745361s, input_fired_time: 1.1456791162, output_fired_time: 0.7308361530, propagate_forward_time: 22.6514434814, propagate_backward_time: 34.7594032288, weight_update_time: 0.0735810772, other_time: 1.9284133911
epoch time: 4.8973565102s, input_fired_time: 0.1146289781, output_fired_time: 0.0000000000, propagate_forward_time: 4.4438261986, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3389015198
validation[          , genome  7140] predictions:    9666/  10000 (96.66%), best:    9767/10000 (97.67%), error:      1183.61279, best error:       796.21350 on epoch:    40, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 62.2522659302s, input_fired_time: 1.1559774876, output_fired_time: 0.7402207851, propagate_forward_time: 23.1215038300, propagate_backward_time: 35.2758140564, weight_update_time: 0.0753820613, other_time: 1.9587516785
epoch time: 5.9442877769s, input_fired_time: 0.1374718100, output_fired_time: 0.0000000000, propagate_forward_time: 5.4124507904, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3943653107
validation[          , genome  7140] predictions:    9702/  10000 (97.02%), best:    9767/10000 (97.67%), error:      1038.88611, best error:       796.21350 on epoch:    40, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 64.7991485596s, input_fired_time: 1.2034496069, output_fired_time: 0.7597870231, propagate_forward_time: 23.8607597351, propagate_backward_time: 36.9305419922, weight_update_time: 0.0776851773, other_time: 2.0446090698
epoch time: 5.4738874435s, input_fired_time: 0.1285896897, output_fired_time: 0.0000000000, propagate_forward_time: 4.9754524231, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3698453903
validation[          , genome  7140] predictions:    9712/  10000 (97.12%), best:    9767/10000 (97.67%), error:      1013.33313, best error:       796.21350 on epoch:    40, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 63.9981613159s, input_fired_time: 1.1720291376, output_fired_time: 0.7719990015, propagate_forward_time: 23.5231323242, propagate_backward_time: 36.4511413574, weight_update_time: 0.0964365378, other_time: 2.0798606873
epoch time: 5.3983669281s, input_fired_time: 0.1260913014, output_fired_time: 0.0000000000, propagate_forward_time: 4.9118471146, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3604283333
validation[          , genome  7140] predictions:    9678/  10000 (96.78%), best:    9767/10000 (97.67%), error:      1067.36975, best error:       796.21350 on epoch:    40, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 66.5750503540s, input_fired_time: 1.2561627626, output_fired_time: 0.7771266699, propagate_forward_time: 24.6309413910, propagate_backward_time: 37.8313369751, weight_update_time: 0.0789561942, other_time: 2.0794754028
epoch time: 5.3721637726s, input_fired_time: 0.1281625628, output_fired_time: 0.0000000000, propagate_forward_time: 4.8748979568, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3691034317
validation[          , genome  7140] predictions:    9695/  10000 (96.95%), best:    9767/10000 (97.67%), error:      1021.84314, best error:       796.21350 on epoch:    40, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 65.0256729126s, input_fired_time: 1.2373559475, output_fired_time: 0.7807019949, propagate_forward_time: 24.0126037598, propagate_backward_time: 36.9423713684, weight_update_time: 0.0773338377, other_time: 2.0526428223
epoch time: 4.9752793312s, input_fired_time: 0.1237591282, output_fired_time: 0.0000000000, propagate_forward_time: 4.5016503334, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3498697281
validation[          , genome  7140] predictions:    9693/  10000 (96.93%), best:    9767/10000 (97.67%), error:      1084.58521, best error:       796.21350 on epoch:    40, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 64.6644210815s, input_fired_time: 1.1739717722, output_fired_time: 0.7537777424, propagate_forward_time: 23.8687992096, propagate_backward_time: 36.8550567627, weight_update_time: 0.0774657354, other_time: 2.0128173828
epoch time: 5.2809395790s, input_fired_time: 0.1409598142, output_fired_time: 0.0000000000, propagate_forward_time: 4.7863235474, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3536562920
validation[          , genome  7140] predictions:    9689/  10000 (96.89%), best:    9767/10000 (97.67%), error:      1087.24707, best error:       796.21350 on epoch:    40, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 63.1721038818s, input_fired_time: 1.1843583584, output_fired_time: 0.7427940965, propagate_forward_time: 23.1965732574, propagate_backward_time: 36.0504722595, weight_update_time: 0.0762024373, other_time: 1.9979057312
epoch time: 4.9624581337s, input_fired_time: 0.1459767669, output_fired_time: 0.0000000000, propagate_forward_time: 4.4642424583, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3522391319
validation[          , genome  7140] predictions:    9712/  10000 (97.12%), best:    9767/10000 (97.67%), error:      1008.50305, best error:       796.21350 on epoch:    40, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 66.3546371460s, input_fired_time: 1.2074249983, output_fired_time: 0.7900408506, propagate_forward_time: 24.5022296906, propagate_backward_time: 37.7596397400, weight_update_time: 0.0782566890, other_time: 2.0953025818
epoch time: 5.5065145493s, input_fired_time: 0.1276027709, output_fired_time: 0.0000000000, propagate_forward_time: 5.0112166405, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3676953316
validation[          , genome  7140] predictions:    9712/  10000 (97.12%), best:    9767/10000 (97.67%), error:      1010.10724, best error:       796.21350 on epoch:    40, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 63.4766883850s, input_fired_time: 1.1669139862, output_fired_time: 0.7417837381, propagate_forward_time: 23.4594001770, propagate_backward_time: 36.0448341370, weight_update_time: 0.0790894479, other_time: 2.0637588501
epoch time: 5.0657591820s, input_fired_time: 0.1245408654, output_fired_time: 0.0000000000, propagate_forward_time: 4.5920643806, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3491539955
validation[          , genome  7140] predictions:    9698/  10000 (96.98%), best:    9767/10000 (97.67%), error:      1025.84290, best error:       796.21350 on epoch:    40, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 64.5389099121s, input_fired_time: 1.1928720474, output_fired_time: 0.7550180554, propagate_forward_time: 23.7984352112, propagate_backward_time: 36.7046279907, weight_update_time: 0.0789700821, other_time: 2.0879592896
epoch time: 6.1245784760s, input_fired_time: 0.1377142221, output_fired_time: 0.0000000000, propagate_forward_time: 5.5735216141, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4133424759
validation[          , genome  7140] predictions:    9687/  10000 (96.87%), best:    9767/10000 (97.67%), error:      1104.73059, best error:       796.21350 on epoch:    40, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 63.1530799866s, input_fired_time: 1.1650490761, output_fired_time: 0.7411794066, propagate_forward_time: 23.3888626099, propagate_backward_time: 35.8279190063, weight_update_time: 0.0784296915, other_time: 2.0300674438
epoch time: 5.0132002831s, input_fired_time: 0.1231476218, output_fired_time: 0.0000000000, propagate_forward_time: 4.5411520004, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3489007950
validation[          , genome  7140] predictions:    9700/  10000 (97.00%), best:    9767/10000 (97.67%), error:      1023.53381, best error:       796.21350 on epoch:    40, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 63.6866416931s, input_fired_time: 1.1901216507, output_fired_time: 0.7945305109, propagate_forward_time: 23.4182128906, propagate_backward_time: 36.2827453613, weight_update_time: 0.0760304257, other_time: 2.0010337830
epoch time: 5.1208677292s, input_fired_time: 0.1449565589, output_fired_time: 0.0000000000, propagate_forward_time: 4.6266460419, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3492650986
validation[          , genome  7140] predictions:    9715/  10000 (97.15%), best:    9767/10000 (97.67%), error:      1019.30231, best error:       796.21350 on epoch:    40, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 65.9189453125s, input_fired_time: 1.1832044125, output_fired_time: 0.7647852898, propagate_forward_time: 24.2807884216, propagate_backward_time: 37.6147460938, weight_update_time: 0.0790300295, other_time: 2.0754203796
epoch time: 5.5197463036s, input_fired_time: 0.1315157264, output_fired_time: 0.0000000000, propagate_forward_time: 5.0145797729, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3736510277
validation[          , genome  7140] predictions:    9690/  10000 (96.90%), best:    9767/10000 (97.67%), error:      1060.47400, best error:       796.21350 on epoch:    40, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 65.8137359619s, input_fired_time: 1.2395279408, output_fired_time: 0.7761347890, propagate_forward_time: 24.2913970947, propagate_backward_time: 37.3758392334, weight_update_time: 0.0798576996, other_time: 2.1308403015
epoch time: 5.0984177589s, input_fired_time: 0.1251306087, output_fired_time: 0.0000000000, propagate_forward_time: 4.5978741646, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3754129410
validation[          , genome  7140] predictions:    9699/  10000 (96.99%), best:    9767/10000 (97.67%), error:      1074.99023, best error:       796.21350 on epoch:    40, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 63.5902404785s, input_fired_time: 1.1668540239, output_fired_time: 0.7654967904, propagate_forward_time: 23.4379768372, propagate_backward_time: 36.1547241211, weight_update_time: 0.0776785165, other_time: 2.0651893616
epoch time: 5.1124038696s, input_fired_time: 0.1456213742, output_fired_time: 0.0000000000, propagate_forward_time: 4.6137719154, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3530106544
validation[          , genome  7140] predictions:    9711/  10000 (97.11%), best:    9767/10000 (97.67%), error:      1014.85919, best error:       796.21350 on epoch:    40, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 64.5121841431s, input_fired_time: 1.1998631954, output_fired_time: 0.7596098185, propagate_forward_time: 23.9301338196, propagate_backward_time: 36.5667457581, weight_update_time: 0.0753661469, other_time: 2.0558319092
epoch time: 5.2984757423s, input_fired_time: 0.1262669563, output_fired_time: 0.0000000000, propagate_forward_time: 4.8087663651, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3634424210
validation[          , genome  7140] predictions:    9688/  10000 (96.88%), best:    9767/10000 (97.67%), error:      1089.92615, best error:       796.21350 on epoch:    40, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 64.6102066040s, input_fired_time: 1.1792479753, output_fired_time: 0.8025276065, propagate_forward_time: 23.9869499207, propagate_backward_time: 36.5919647217, weight_update_time: 0.0773305818, other_time: 2.0495147705
epoch time: 5.1547961235s, input_fired_time: 0.1237324029, output_fired_time: 0.0000000000, propagate_forward_time: 4.6795859337, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3514776230
validation[          , genome  7140] predictions:    9652/  10000 (96.52%), best:    9767/10000 (97.67%), error:      1154.61719, best error:       796.21350 on epoch:    40, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 63.1294021606s, input_fired_time: 1.1720536947, output_fired_time: 0.7802103162, propagate_forward_time: 23.0937728882, propagate_backward_time: 35.9847373962, weight_update_time: 0.0790569112, other_time: 2.0986289978
epoch time: 4.9119834900s, input_fired_time: 0.1220543236, output_fired_time: 0.0000000000, propagate_forward_time: 4.4424400330, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3474893570
validation[          , genome  7140] predictions:    9693/  10000 (96.93%), best:    9767/10000 (97.67%), error:      1068.60437, best error:       796.21350 on epoch:    40, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 64.1987686157s, input_fired_time: 1.1981934309, output_fired_time: 0.7533951998, propagate_forward_time: 23.6002178192, propagate_backward_time: 36.5238151550, weight_update_time: 0.0793861300, other_time: 2.1231498718
epoch time: 6.3031911850s, input_fired_time: 0.1425761133, output_fired_time: 0.0000000000, propagate_forward_time: 5.7446360588, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4159789085
validation[          , genome  7140] predictions:    9715/  10000 (97.15%), best:    9767/10000 (97.67%), error:      1022.90247, best error:       796.21350 on epoch:    40, 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: 25.5138511658s, input_fired_time: 0.6520724893, output_fired_time: 0.0000000000, propagate_forward_time: 23.0131645203, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8486137390
best training[          , genome  7140] predictions:   49274/  50000 (98.55%), best:    9767/10000 (97.67%), error:      2590.96240, best error:       796.21350 on epoch:    40, 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: 4.9627757072s, input_fired_time: 0.1258510947, output_fired_time: 0.0000000000, propagate_forward_time: 4.4541454315, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3827791214
   testing[          , genome  7140] predictions:    9758/  10000 (97.58%), best:    9767/10000 (97.67%), error:       774.16028, best error:       796.21350 on epoch:    40, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
09:07:53 (2296): called boinc_finish(0)

</stderr_txt>
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