Nameexact_genome_1512568488_43_6819_1
Workunit2605365
Created7 Dec 2017, 22:06:11 UTC
Sent7 Dec 2017, 22:14:05 UTC
Report deadline17 Dec 2017, 10:12:03 UTC
Received9 Dec 2017, 3:41:02 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID67821
Run time2 hours 17 min 20 sec
CPU time2 hours 13 min 17 sec
Validate stateValid
Credit2,374.65
Device peak FLOPS3.19 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34

Stderr output

<core_client_version>7.0.80</core_client_version>
<![CDATA[
<stderr_txt>
     991.06427 on epoch:    14, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 182.7312622070s, input_fired_time: 0.8424727917, output_fired_time: 4.8103861809, propagate_forward_time: 62.3652076721, propagate_backward_time: 110.9662857056, weight_update_time: 0.0928036198, other_time: 3.7469253540
epoch time: 13.9939479828s, input_fired_time: 1.0820742846, output_fired_time: 0.0000000000, propagate_forward_time: 9.4516687393, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.4602050781
validation[          , genome  6819] predictions:    9686/  10000 (96.86%), best:    9700/10000 (97.00%), error:      1075.63586, best error:       991.06427 on epoch:    14, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 182.2342834473s, input_fired_time: 1.8127043247, output_fired_time: 1.6410424709, propagate_forward_time: 68.1197433472, propagate_backward_time: 108.9981384277, weight_update_time: 0.0929752514, other_time: 1.6626663208
epoch time: 14.9444789886s, input_fired_time: 0.0986787379, output_fired_time: 0.0000000000, propagate_forward_time: 14.5564994812, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2893009186
validation[          , genome  6819] predictions:    9640/  10000 (96.40%), best:    9700/10000 (97.00%), error:      1161.26123, best error:       991.06427 on epoch:    14, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 182.8608093262s, input_fired_time: 1.8112649918, output_fired_time: 2.6375136375, propagate_forward_time: 65.6511688232, propagate_backward_time: 111.1343460083, weight_update_time: 0.0911657736, other_time: 1.6265182495
epoch time: 13.8082895279s, input_fired_time: 0.0987015143, output_fired_time: 0.0000000000, propagate_forward_time: 13.4241981506, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2853899002
validation[          , genome  6819] predictions:    9730/  10000 (97.30%), best:    9730/10000 (97.30%), error:       930.22516, best error:       930.22516 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 182.2045745850s, input_fired_time: 3.7892208099, output_fired_time: 0.6650103331, propagate_forward_time: 65.8925323486, propagate_backward_time: 107.2645263672, weight_update_time: 0.0917598233, other_time: 4.5932922363
epoch time: 15.0275430679s, input_fired_time: 0.0983770341, output_fired_time: 0.0000000000, propagate_forward_time: 12.5633182526, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3658475876
validation[          , genome  6819] predictions:    9682/  10000 (96.82%), best:    9730/10000 (97.30%), error:      1045.37122, best error:       930.22516 on epoch:    17, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 180.2723388672s, input_fired_time: 1.8177788258, output_fired_time: 0.6507372260, propagate_forward_time: 64.1303405762, propagate_backward_time: 109.9628143311, weight_update_time: 0.0917018801, other_time: 3.7106628418
epoch time: 14.9710855484s, input_fired_time: 0.1005549356, output_fired_time: 0.0000000000, propagate_forward_time: 14.5715141296, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2990169525
validation[          , genome  6819] predictions:    9630/  10000 (96.30%), best:    9730/10000 (97.30%), error:      1247.34802, best error:       930.22516 on epoch:    17, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 182.5249328613s, input_fired_time: 2.9118733406, output_fired_time: 2.7462983131, propagate_forward_time: 70.1921005249, propagate_backward_time: 102.8399047852, weight_update_time: 0.0920882076, other_time: 3.8347549438
epoch time: 14.9389533997s, input_fired_time: 0.0997766033, output_fired_time: 0.0000000000, propagate_forward_time: 14.5481586456, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2910184860
validation[          , genome  6819] predictions:    9713/  10000 (97.13%), best:    9730/10000 (97.30%), error:       952.62494, best error:       930.22516 on epoch:    17, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 180.3394622803s, input_fired_time: 0.8380014896, output_fired_time: 0.6535970569, propagate_forward_time: 64.4957122803, propagate_backward_time: 110.7425155640, weight_update_time: 0.0909840539, other_time: 3.6096420288
epoch time: 14.9283494949s, input_fired_time: 0.0999834985, output_fired_time: 0.0000000000, propagate_forward_time: 14.5313205719, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2970457077
validation[          , genome  6819] predictions:    9736/  10000 (97.36%), best:    9736/10000 (97.36%), error:       887.97858, best error:       887.97858 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 182.2210388184s, input_fired_time: 0.8358144760, output_fired_time: 5.6835489273, propagate_forward_time: 74.0547943115, propagate_backward_time: 98.0371932983, weight_update_time: 0.0909059793, other_time: 3.6096878052
epoch time: 12.7858772278s, input_fired_time: 0.0986998305, output_fired_time: 0.0000000000, propagate_forward_time: 12.4008007050, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2863769531
validation[          , genome  6819] predictions:    9724/  10000 (97.24%), best:    9736/10000 (97.36%), error:       906.45978, best error:       887.97858 on epoch:    21, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 182.3055114746s, input_fired_time: 0.8315247893, output_fired_time: 1.6405038834, propagate_forward_time: 69.3791122437, propagate_backward_time: 106.7574691772, weight_update_time: 0.0900109783, other_time: 3.6968994141
epoch time: 12.8357753754s, input_fired_time: 0.0987492502, output_fired_time: 0.0000000000, propagate_forward_time: 11.4689655304, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2680606842
validation[          , genome  6819] predictions:    9706/  10000 (97.06%), best:    9736/10000 (97.36%), error:       965.29279, best error:       887.97858 on epoch:    21, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 182.2454376221s, input_fired_time: 2.8036262989, output_fired_time: 0.6574099660, propagate_forward_time: 65.4704513550, propagate_backward_time: 108.6220245361, weight_update_time: 0.0906655416, other_time: 4.6919326782
epoch time: 12.8818016052s, input_fired_time: 0.0991349146, output_fired_time: 0.0000000000, propagate_forward_time: 10.4213600159, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3613071442
validation[          , genome  6819] predictions:    9728/  10000 (97.28%), best:    9736/10000 (97.36%), error:       901.79712, best error:       887.97858 on epoch:    21, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 182.3859558105s, input_fired_time: 4.7608208656, output_fired_time: 0.6462432146, propagate_forward_time: 52.4959373474, propagate_backward_time: 120.8665084839, weight_update_time: 0.0914815739, other_time: 3.6164474487
epoch time: 12.8229274750s, input_fired_time: 0.0998606533, output_fired_time: 0.0000000000, propagate_forward_time: 12.4329442978, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2901229858
validation[          , genome  6819] predictions:    9714/  10000 (97.14%), best:    9736/10000 (97.36%), error:       945.38275, best error:       887.97858 on epoch:    21, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 182.1788330078s, input_fired_time: 0.8346553445, output_fired_time: 1.6363949776, propagate_forward_time: 61.3883628845, propagate_backward_time: 114.5888061523, weight_update_time: 0.0917160809, other_time: 3.7306060791
epoch time: 14.9125986099s, input_fired_time: 0.0991028249, output_fired_time: 0.0000000000, propagate_forward_time: 14.5313930511, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2821025848
validation[          , genome  6819] predictions:    9680/  10000 (96.80%), best:    9736/10000 (97.36%), error:      1044.35095, best error:       887.97858 on epoch:    21, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 181.1525115967s, input_fired_time: 1.8168176413, output_fired_time: 0.6505563259, propagate_forward_time: 59.9970397949, propagate_backward_time: 111.9006652832, weight_update_time: 0.0912674665, other_time: 6.7874298096
epoch time: 13.8083887100s, input_fired_time: 0.0989587754, output_fired_time: 0.0000000000, propagate_forward_time: 13.4200668335, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2893629074
validation[          , genome  6819] predictions:    9701/  10000 (97.01%), best:    9736/10000 (97.36%), error:       978.05597, best error:       887.97858 on epoch:    21, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 182.3762359619s, input_fired_time: 0.8393208981, output_fired_time: 3.7187292576, propagate_forward_time: 74.1992111206, propagate_backward_time: 98.9160385132, weight_update_time: 0.0908402801, other_time: 4.7029266357
epoch time: 14.8083066940s, input_fired_time: 0.0997791737, output_fired_time: 0.0000000000, propagate_forward_time: 13.4377727509, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2707548141
validation[          , genome  6819] predictions:    9733/  10000 (97.33%), best:    9736/10000 (97.36%), error:       961.08313, best error:       887.97858 on epoch:    21, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 180.1635284424s, input_fired_time: 0.8396066427, output_fired_time: 2.6203107834, propagate_forward_time: 64.1695327759, propagate_backward_time: 108.8147277832, weight_update_time: 0.0922312066, other_time: 3.7193527222
epoch time: 15.0432968140s, input_fired_time: 0.0996378362, output_fired_time: 0.0000000000, propagate_forward_time: 14.6516714096, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2919874191
validation[          , genome  6819] predictions:    9749/  10000 (97.49%), best:    9749/10000 (97.49%), error:       884.24670, best error:       884.24670 on epoch:    29, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 179.8533630371s, input_fired_time: 1.9195452929, output_fired_time: 0.6457774043, propagate_forward_time: 60.0291519165, propagate_backward_time: 111.6873092651, weight_update_time: 0.0906052887, other_time: 5.5715789795
epoch time: 13.0753669739s, input_fired_time: 0.0993143618, output_fired_time: 0.0000000000, propagate_forward_time: 11.5889720917, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3870801926
validation[          , genome  6819] predictions:    9725/  10000 (97.25%), best:    9749/10000 (97.49%), error:       962.22455, best error:       884.24670 on epoch:    29, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 182.0508575439s, input_fired_time: 0.8350956440, output_fired_time: 0.6621100307, propagate_forward_time: 64.3026046753, propagate_backward_time: 110.5802383423, weight_update_time: 0.0903103203, other_time: 5.6708068848
epoch time: 14.8570671082s, input_fired_time: 0.1010396332, output_fired_time: 0.0000000000, propagate_forward_time: 14.4719944000, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2840328217
validation[          , genome  6819] predictions:    9705/  10000 (97.05%), best:    9749/10000 (97.49%), error:       974.34296, best error:       884.24670 on epoch:    29, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 182.0263824463s, input_fired_time: 1.8210650682, output_fired_time: 4.8061542511, propagate_forward_time: 63.8358078003, propagate_backward_time: 106.7403335571, weight_update_time: 0.0913783759, other_time: 4.8230285645
epoch time: 14.8992881775s, input_fired_time: 0.1028480157, output_fired_time: 0.0000000000, propagate_forward_time: 14.4995279312, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2969121933
validation[          , genome  6819] predictions:    9711/  10000 (97.11%), best:    9749/10000 (97.49%), error:      1010.12250, best error:       884.24670 on epoch:    29, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 182.0996551514s, input_fired_time: 2.8096840382, output_fired_time: 0.6595540047, propagate_forward_time: 72.4155120850, propagate_backward_time: 102.5972976685, weight_update_time: 0.0926874280, other_time: 3.6176071167
epoch time: 14.9506359100s, input_fired_time: 0.1018097550, output_fired_time: 0.0000000000, propagate_forward_time: 12.4841966629, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3646297455
validation[          , genome  6819] predictions:    9672/  10000 (96.72%), best:    9749/10000 (97.49%), error:      1023.58008, best error:       884.24670 on epoch:    29, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 179.9980163574s, input_fired_time: 0.8397598267, output_fired_time: 0.6617392302, propagate_forward_time: 67.0078735352, propagate_backward_time: 107.7590713501, weight_update_time: 0.0914323404, other_time: 3.7295761108
epoch time: 12.7248983383s, input_fired_time: 0.1011757478, output_fired_time: 0.0000000000, propagate_forward_time: 12.3330526352, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2906703949
validation[          , genome  6819] predictions:    9749/  10000 (97.49%), best:    9749/10000 (97.49%), error:       889.77319, best error:       884.24670 on epoch:    29, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 182.2595520020s, input_fired_time: 0.8391858339, output_fired_time: 0.6520838141, propagate_forward_time: 64.3280639648, propagate_backward_time: 112.7238693237, weight_update_time: 0.0908029303, other_time: 3.7163467407
epoch time: 14.9138250351s, input_fired_time: 2.0581564903, output_fired_time: 0.0000000000, propagate_forward_time: 12.5506610870, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3050079346
validation[          , genome  6819] predictions:    9713/  10000 (97.13%), best:    9749/10000 (97.49%), error:       945.97516, best error:       884.24670 on epoch:    29, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 182.2387695313s, input_fired_time: 0.8405752182, output_fired_time: 3.6052217484, propagate_forward_time: 63.2292366028, propagate_backward_time: 107.7876510620, weight_update_time: 0.0913978517, other_time: 6.7760848999
epoch time: 15.0352420807s, input_fired_time: 0.0993564054, output_fired_time: 0.0000000000, propagate_forward_time: 12.5740785599, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3618068695
validation[          , genome  6819] predictions:    9711/  10000 (97.11%), best:    9749/10000 (97.49%), error:       963.01324, best error:       884.24670 on epoch:    29, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 182.6685638428s, input_fired_time: 0.8472490311, output_fired_time: 2.6185252666, propagate_forward_time: 67.5172042847, propagate_backward_time: 108.0980300903, weight_update_time: 0.0903575718, other_time: 3.5875549316
epoch time: 12.7009267807s, input_fired_time: 0.0998109356, output_fired_time: 0.0000000000, propagate_forward_time: 12.3153648376, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2857513428
validation[          , genome  6819] predictions:    9733/  10000 (97.33%), best:    9733/10000 (97.33%), error:       870.25507, best error:       870.25507 on epoch:    37, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 182.1038055420s, input_fired_time: 0.8444952965, output_fired_time: 0.6548164487, propagate_forward_time: 58.1324157715, propagate_backward_time: 114.5881195068, weight_update_time: 2.1680562496, other_time: 7.8839569092
epoch time: 12.9626111984s, input_fired_time: 0.0997616127, output_fired_time: 0.0000000000, propagate_forward_time: 12.5675783157, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2952709198
validation[          , genome  6819] predictions:    9727/  10000 (97.27%), best:    9733/10000 (97.33%), error:       889.60901, best error:       870.25507 on epoch:    37, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 182.6054229736s, input_fired_time: 0.8465471268, output_fired_time: 3.6033005714, propagate_forward_time: 67.4123153687, propagate_backward_time: 107.0266571045, weight_update_time: 0.0910714939, other_time: 3.7166061401
epoch time: 14.9744520187s, input_fired_time: 0.1017401889, output_fired_time: 0.0000000000, propagate_forward_time: 14.5836515427, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2890605927
validation[          , genome  6819] predictions:    9734/  10000 (97.34%), best:    9733/10000 (97.33%), error:       924.53436, best error:       870.25507 on epoch:    37, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 182.9185333252s, input_fired_time: 0.8470645547, output_fired_time: 1.6330124140, propagate_forward_time: 67.1466903687, propagate_backward_time: 111.6643066406, weight_update_time: 0.0912125185, other_time: 1.6274642944
epoch time: 12.9503736496s, input_fired_time: 0.1002612561, output_fired_time: 0.0000000000, propagate_forward_time: 12.5592718124, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2908401489
validation[          , genome  6819] predictions:    9758/  10000 (97.58%), best:    9758/10000 (97.58%), error:       787.06848, best error:       787.06848 on epoch:    40, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 182.8107299805s, input_fired_time: 4.7682094574, output_fired_time: 0.6511592269, propagate_forward_time: 59.3344612122, propagate_backward_time: 116.4214096069, weight_update_time: 0.0915485546, other_time: 1.6355056763
epoch time: 12.8612298965s, input_fired_time: 2.0665099621, output_fired_time: 0.0000000000, propagate_forward_time: 10.5002317429, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2944879532
validation[          , genome  6819] predictions:    9748/  10000 (97.48%), best:    9758/10000 (97.58%), error:       846.99115, best error:       787.06848 on epoch:    40, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 182.6216430664s, input_fired_time: 0.8469316363, output_fired_time: 0.6625545025, propagate_forward_time: 66.1925582886, propagate_backward_time: 113.2592391968, weight_update_time: 0.0919928849, other_time: 1.6603546143
epoch time: 12.6738386154s, input_fired_time: 0.0992756113, output_fired_time: 0.0000000000, propagate_forward_time: 10.3200798035, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2544832230
validation[          , genome  6819] predictions:    9722/  10000 (97.22%), best:    9758/10000 (97.58%), error:       903.56171, best error:       787.06848 on epoch:    40, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 182.7276916504s, input_fired_time: 1.8364791870, output_fired_time: 0.6537103653, propagate_forward_time: 74.4979248047, propagate_backward_time: 103.0079727173, weight_update_time: 0.0914029181, other_time: 2.7315902710
epoch time: 12.8587532043s, input_fired_time: 0.1018941849, output_fired_time: 0.0000000000, propagate_forward_time: 12.4732360840, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2836227417
validation[          , genome  6819] predictions:    9720/  10000 (97.20%), best:    9758/10000 (97.58%), error:       913.71869, best error:       787.06848 on epoch:    40, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 182.6207580566s, input_fired_time: 0.8451951742, output_fired_time: 4.7034544945, propagate_forward_time: 60.1663475037, propagate_backward_time: 110.2223815918, weight_update_time: 0.0906218439, other_time: 6.6833648682
epoch time: 12.7209644318s, input_fired_time: 0.1015577838, output_fired_time: 0.0000000000, propagate_forward_time: 12.3320064545, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2874002457
validation[          , genome  6819] predictions:    9701/  10000 (97.01%), best:    9758/10000 (97.58%), error:       948.69659, best error:       787.06848 on epoch:    40, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 182.7071685791s, input_fired_time: 5.8755235672, output_fired_time: 0.6638850570, propagate_forward_time: 68.5850372314, propagate_backward_time: 105.9349441528, weight_update_time: 0.0911479071, other_time: 1.6477890015
epoch time: 12.6718025208s, input_fired_time: 0.0998275504, output_fired_time: 0.0000000000, propagate_forward_time: 12.2856140137, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2863607407
validation[          , genome  6819] predictions:    9686/  10000 (96.86%), best:    9758/10000 (97.58%), error:      1011.54303, best error:       787.06848 on epoch:    40, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 182.3251800537s, input_fired_time: 0.8491746783, output_fired_time: 2.6273899078, propagate_forward_time: 72.8583221436, propagate_backward_time: 101.1896514893, weight_update_time: 0.0905207992, other_time: 4.8006286621
epoch time: 12.9459657669s, input_fired_time: 2.1771805286, output_fired_time: 0.0000000000, propagate_forward_time: 10.4857454300, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2830400467
validation[          , genome  6819] predictions:    9761/  10000 (97.61%), best:    9758/10000 (97.58%), error:       803.91223, best error:       787.06848 on epoch:    40, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 181.9977111816s, input_fired_time: 0.8419865966, output_fired_time: 0.6492609382, propagate_forward_time: 62.7394332886, propagate_backward_time: 112.0914688110, weight_update_time: 0.0911913067, other_time: 5.6755676270
epoch time: 15.0200719833s, input_fired_time: 0.1031280681, output_fired_time: 0.0000000000, propagate_forward_time: 14.6189880371, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2979555130
validation[          , genome  6819] predictions:    9676/  10000 (96.76%), best:    9758/10000 (97.58%), error:      1097.75903, best error:       787.06848 on epoch:    40, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 182.1403350830s, input_fired_time: 3.7983098030, output_fired_time: 0.6522210836, propagate_forward_time: 66.3490753174, propagate_backward_time: 107.7397918701, weight_update_time: 0.0903993025, other_time: 3.6009368896
epoch time: 14.7599525452s, input_fired_time: 0.1006668285, output_fired_time: 0.0000000000, propagate_forward_time: 12.4012880325, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2579975128
validation[          , genome  6819] predictions:    9741/  10000 (97.41%), best:    9758/10000 (97.58%), error:       819.31165, best error:       787.06848 on epoch:    40, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 182.5413818359s, input_fired_time: 0.8500585556, output_fired_time: 3.7202959061, propagate_forward_time: 68.5548553467, propagate_backward_time: 102.7528305054, weight_update_time: 0.0914707482, other_time: 6.6633529663
epoch time: 14.9564580917s, input_fired_time: 0.1018978059, output_fired_time: 0.0000000000, propagate_forward_time: 14.5710067749, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2835531235
validation[          , genome  6819] predictions:    9730/  10000 (97.30%), best:    9758/10000 (97.58%), error:       858.04309, best error:       787.06848 on epoch:    40, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 182.1682586670s, input_fired_time: 0.8450727463, output_fired_time: 2.6169555187, propagate_forward_time: 64.0105056763, propagate_backward_time: 113.0641021729, weight_update_time: 0.0911092758, other_time: 1.6316146851
epoch time: 15.0251560211s, input_fired_time: 0.1015163809, output_fired_time: 0.0000000000, propagate_forward_time: 14.6369638443, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2866754532
validation[          , genome  6819] predictions:    9774/  10000 (97.74%), best:    9758/10000 (97.58%), error:       792.53516, best error:       787.06848 on epoch:    40, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 182.3674926758s, input_fired_time: 1.8318084478, output_fired_time: 0.6581643224, propagate_forward_time: 57.4259643555, propagate_backward_time: 117.7462539673, weight_update_time: 0.0916633904, other_time: 4.7053146362
epoch time: 14.9979982376s, input_fired_time: 0.1021338552, output_fired_time: 0.0000000000, propagate_forward_time: 13.6168756485, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2789888382
validation[          , genome  6819] predictions:    9700/  10000 (97.00%), best:    9758/10000 (97.58%), error:       985.47107, best error:       787.06848 on epoch:    40, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 182.3721923828s, input_fired_time: 0.8487192988, output_fired_time: 1.6355868578, propagate_forward_time: 66.5138015747, propagate_backward_time: 111.7298812866, weight_update_time: 0.0909876376, other_time: 1.6441955566
epoch time: 14.9280500412s, input_fired_time: 0.1016408578, output_fired_time: 0.0000000000, propagate_forward_time: 13.5499086380, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2765007019
validation[          , genome  6819] predictions:    9781/  10000 (97.81%), best:    9781/10000 (97.81%), error:       766.92371, best error:       766.92371 on epoch:    52, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 176.6206970215s, input_fired_time: 0.8388337493, output_fired_time: 0.6555663943, propagate_forward_time: 59.9619827271, propagate_backward_time: 111.4458847046, weight_update_time: 0.0906294808, other_time: 3.7184295654
epoch time: 13.7467784882s, input_fired_time: 0.1018034443, output_fired_time: 0.0000000000, propagate_forward_time: 13.3492860794, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2956886292
validation[          , genome  6819] predictions:    9765/  10000 (97.65%), best:    9781/10000 (97.81%), error:       814.71625, best error:       766.92371 on epoch:    52, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 182.4294128418s, input_fired_time: 3.9042320251, output_fired_time: 0.6581767797, propagate_forward_time: 67.0476989746, propagate_backward_time: 106.0085449219, weight_update_time: 0.0908678323, other_time: 4.8107604980
epoch time: 13.9363279343s, input_fired_time: 0.1015661135, output_fired_time: 0.0000000000, propagate_forward_time: 13.5478811264, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2868804932
validation[          , genome  6819] predictions:    9686/  10000 (96.86%), best:    9781/10000 (97.81%), error:       990.03113, best error:       766.92371 on epoch:    52, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 182.4651184082s, input_fired_time: 2.8144309521, output_fired_time: 1.6428989172, propagate_forward_time: 72.8772583008, propagate_backward_time: 101.5173873901, weight_update_time: 0.0925046876, other_time: 3.6131362915
epoch time: 14.9599237442s, input_fired_time: 0.1040633544, output_fired_time: 0.0000000000, propagate_forward_time: 12.4886236191, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3672370911
validation[          , genome  6819] predictions:    9730/  10000 (97.30%), best:    9781/10000 (97.81%), error:       858.51416, best error:       766.92371 on epoch:    52, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 179.9201965332s, input_fired_time: 0.8437106609, output_fired_time: 0.6543163657, propagate_forward_time: 64.1801147461, propagate_backward_time: 109.4500198364, weight_update_time: 0.0903457701, other_time: 4.7920455933
epoch time: 12.7854681015s, input_fired_time: 0.1011657789, output_fired_time: 0.0000000000, propagate_forward_time: 11.3070983887, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3772039413
validation[          , genome  6819] predictions:    9710/  10000 (97.10%), best:    9781/10000 (97.81%), error:       964.70447, best error:       766.92371 on epoch:    52, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 182.6511840820s, input_fired_time: 0.8566480875, output_fired_time: 0.6541113853, propagate_forward_time: 72.6967010498, propagate_backward_time: 105.8350143433, weight_update_time: 0.0908813775, other_time: 2.6087112427
epoch time: 15.1159801483s, input_fired_time: 0.1040743068, output_fired_time: 0.0000000000, propagate_forward_time: 14.7175207138, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2943849564
validation[          , genome  6819] predictions:    9741/  10000 (97.41%), best:    9781/10000 (97.81%), error:       826.74084, best error:       766.92371 on epoch:    52, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 181.0365600586s, input_fired_time: 0.8421449661, output_fired_time: 0.6621541381, propagate_forward_time: 68.1109008789, propagate_backward_time: 109.7939529419, weight_update_time: 0.0918495208, other_time: 1.6274032593
epoch time: 13.7181882858s, input_fired_time: 2.0677289963, output_fired_time: 0.0000000000, propagate_forward_time: 11.3599691391, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2904901505
validation[          , genome  6819] predictions:    9761/  10000 (97.61%), best:    9781/10000 (97.81%), error:       793.23950, best error:       766.92371 on epoch:    52, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 182.5507812500s, input_fired_time: 0.8478444815, output_fired_time: 1.6343621016, propagate_forward_time: 66.0452270508, propagate_backward_time: 111.3754959106, weight_update_time: 0.0924154073, other_time: 2.6478500366
epoch time: 13.7959918976s, input_fired_time: 0.1013710275, output_fired_time: 0.0000000000, propagate_forward_time: 13.4072675705, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2873535156
validation[          , genome  6819] predictions:    9744/  10000 (97.44%), best:    9781/10000 (97.81%), error:       845.88501, best error:       766.92371 on epoch:    52, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 180.1748962402s, input_fired_time: 0.8461242318, output_fired_time: 2.7337303162, propagate_forward_time: 71.0260086060, propagate_backward_time: 102.9864578247, weight_update_time: 0.0898782089, other_time: 2.5825653076
epoch time: 15.0273313522s, input_fired_time: 0.1022885293, output_fired_time: 0.0000000000, propagate_forward_time: 14.6442966461, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2807464600
validation[          , genome  6819] predictions:    9748/  10000 (97.48%), best:    9781/10000 (97.81%), error:       872.85504, best error:       766.92371 on epoch:    52, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 182.3096618652s, input_fired_time: 1.9465380907, output_fired_time: 1.6427690983, propagate_forward_time: 64.9681472778, propagate_backward_time: 111.1370162964, weight_update_time: 0.0919269174, other_time: 2.6151885986
epoch time: 12.8296937943s, input_fired_time: 0.1031558812, output_fired_time: 0.0000000000, propagate_forward_time: 12.4394063950, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2871313095
validation[          , genome  6819] predictions:    9746/  10000 (97.46%), best:    9781/10000 (97.81%), error:       820.01721, best error:       766.92371 on epoch:    52, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 182.5469970703s, input_fired_time: 3.9144198895, output_fired_time: 1.7486858368, propagate_forward_time: 67.2857818604, propagate_backward_time: 106.0034713745, weight_update_time: 0.0909224674, other_time: 3.5946426392
epoch time: 14.9617071152s, input_fired_time: 0.1045765877, output_fired_time: 0.0000000000, propagate_forward_time: 14.5730428696, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2840871811
validation[          , genome  6819] predictions:    9734/  10000 (97.34%), best:    9781/10000 (97.81%), error:       851.99481, best error:       766.92371 on epoch:    52, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 180.9138488770s, input_fired_time: 1.8372364044, output_fired_time: 0.6641193628, propagate_forward_time: 71.0042266846, propagate_backward_time: 103.7122497559, weight_update_time: 0.0901404619, other_time: 3.6960144043
epoch time: 13.6809148788s, input_fired_time: 0.1017874926, output_fired_time: 0.0000000000, propagate_forward_time: 10.3471040726, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.2320232391
validation[          , genome  6819] predictions:    9675/  10000 (96.75%), best:    9781/10000 (97.81%), error:      1010.03821, best error:       766.92371 on epoch:    52, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 182.1516418457s, input_fired_time: 0.8495054245, output_fired_time: 0.6531501412, propagate_forward_time: 68.0325775146, propagate_backward_time: 110.9601440430, weight_update_time: 0.0922312066, other_time: 1.6562652588
epoch time: 15.0704393387s, input_fired_time: 0.1028377414, output_fired_time: 0.0000000000, propagate_forward_time: 14.6749801636, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2926216125
validation[          , genome  6819] predictions:    9631/  10000 (96.31%), best:    9781/10000 (97.81%), error:      1185.72937, best error:       766.92371 on epoch:    52, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 179.9565277100s, input_fired_time: 2.9171772003, output_fired_time: 1.6399998665, propagate_forward_time: 48.9195060730, propagate_backward_time: 124.8185882568, weight_update_time: 0.0920991376, other_time: 1.6612548828
epoch time: 12.9096412659s, input_fired_time: 0.1026437506, output_fired_time: 0.0000000000, propagate_forward_time: 10.4421529770, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3648443222
validation[          , genome  6819] predictions:    9723/  10000 (97.23%), best:    9781/10000 (97.81%), error:       927.06842, best error:       766.92371 on epoch:    52, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 182.3166503906s, input_fired_time: 0.8443610072, output_fired_time: 0.6558637619, propagate_forward_time: 60.1599769592, propagate_backward_time: 118.0571289063, weight_update_time: 0.0898076743, other_time: 2.5993194580
epoch time: 15.1279430389s, input_fired_time: 0.1071163043, output_fired_time: 0.0000000000, propagate_forward_time: 14.7256517410, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2951745987
validation[          , genome  6819] predictions:    9688/  10000 (96.88%), best:    9781/10000 (97.81%), error:      1024.50183, best error:       766.92371 on epoch:    52, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 182.1032409668s, input_fired_time: 2.8211300373, output_fired_time: 0.6638851762, propagate_forward_time: 65.0385589600, propagate_backward_time: 110.9411315918, weight_update_time: 1.0751152039, other_time: 2.6385345459
epoch time: 14.8937120438s, input_fired_time: 0.1020805016, output_fired_time: 0.0000000000, propagate_forward_time: 14.4985637665, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2930679321
validation[          , genome  6819] predictions:    9729/  10000 (97.29%), best:    9781/10000 (97.81%), error:       874.31616, best error:       766.92371 on epoch:    52, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 182.3144073486s, input_fired_time: 0.8540223837, output_fired_time: 0.6561715603, propagate_forward_time: 70.4009780884, propagate_backward_time: 108.7455444336, weight_update_time: 0.0923967808, other_time: 1.6576919556
epoch time: 13.8553466797s, input_fired_time: 2.0685448647, output_fired_time: 0.0000000000, propagate_forward_time: 11.4937887192, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2930135727
validation[          , genome  6819] predictions:    9740/  10000 (97.40%), best:    9781/10000 (97.81%), error:       900.11176, best error:       766.92371 on epoch:    52, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 182.6988830566s, input_fired_time: 1.8404991627, output_fired_time: 1.7477246523, propagate_forward_time: 59.3121528625, propagate_backward_time: 118.1367797852, weight_update_time: 0.0927795023, other_time: 1.6617279053
epoch time: 14.8382511139s, input_fired_time: 0.1036342829, output_fired_time: 0.0000000000, propagate_forward_time: 14.4495582581, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2850589752
validation[          , genome  6819] predictions:    9768/  10000 (97.68%), best:    9781/10000 (97.81%), error:       778.60004, best error:       766.92371 on epoch:    52, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 182.3541412354s, input_fired_time: 1.8450266123, output_fired_time: 0.6648130417, propagate_forward_time: 74.1980667114, propagate_backward_time: 100.0871124268, weight_update_time: 0.0907304585, other_time: 5.5591201782
epoch time: 15.0121326447s, input_fired_time: 0.1045556739, output_fired_time: 0.0000000000, propagate_forward_time: 11.4529647827, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.4546117783
validation[          , genome  6819] predictions:    9757/  10000 (97.57%), best:    9781/10000 (97.81%), error:       809.47711, best error:       766.92371 on epoch:    52, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 182.4502716064s, input_fired_time: 0.8576555848, output_fired_time: 0.6610606909, propagate_forward_time: 62.2508468628, propagate_backward_time: 115.9391326904, weight_update_time: 0.0940001979, other_time: 2.7415847778
epoch time: 12.8448390961s, input_fired_time: 0.1048149094, output_fired_time: 0.0000000000, propagate_forward_time: 12.4543561935, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2856683731
validation[          , genome  6819] predictions:    9698/  10000 (96.98%), best:    9781/10000 (97.81%), error:       987.75952, best error:       766.92371 on epoch:    52, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 182.8288421631s, input_fired_time: 1.8514829874, output_fired_time: 2.7302143574, propagate_forward_time: 66.9076538086, propagate_backward_time: 103.4747924805, weight_update_time: 0.0917958394, other_time: 7.8647003174
epoch time: 12.6952524185s, input_fired_time: 0.1018202975, output_fired_time: 0.0000000000, propagate_forward_time: 12.3046293259, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2888031006
validation[          , genome  6819] predictions:    9755/  10000 (97.55%), best:    9781/10000 (97.81%), error:       805.60480, best error:       766.92371 on epoch:    52, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 182.4472351074s, input_fired_time: 2.9341487885, output_fired_time: 4.6924037933, propagate_forward_time: 63.0357017517, propagate_backward_time: 104.1295242310, weight_update_time: 0.0920292214, other_time: 7.6554641724
epoch time: 14.9947938919s, input_fired_time: 0.1052049547, output_fired_time: 0.0000000000, propagate_forward_time: 13.5040864944, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3855028152
validation[          , genome  6819] predictions:    9714/  10000 (97.14%), best:    9781/10000 (97.81%), error:       954.75470, best error:       766.92371 on epoch:    52, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 182.6899261475s, input_fired_time: 8.8368644714, output_fired_time: 0.6594896317, propagate_forward_time: 62.0729789734, propagate_backward_time: 108.4923553467, weight_update_time: 0.0922100544, other_time: 2.6282348633
epoch time: 14.8930664063s, input_fired_time: 0.1046898142, output_fired_time: 0.0000000000, propagate_forward_time: 14.5004434586, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2879333496
validation[          , genome  6819] predictions:    9770/  10000 (97.70%), best:    9770/10000 (97.70%), error:       745.37439, best error:       745.37439 on epoch:    74, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 182.4651336670s, input_fired_time: 0.8666092753, output_fired_time: 3.6108787060, propagate_forward_time: 73.6669006348, propagate_backward_time: 97.5623779297, weight_update_time: 0.0914372951, other_time: 6.7583618164
epoch time: 14.8280010223s, input_fired_time: 0.1047784910, output_fired_time: 0.0000000000, propagate_forward_time: 13.3370418549, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3861808777
validation[          , genome  6819] predictions:    9763/  10000 (97.63%), best:    9770/10000 (97.70%), error:       798.22980, best error:       745.37439 on epoch:    74, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 182.5787200928s, input_fired_time: 0.8611840606, output_fired_time: 1.6385437250, propagate_forward_time: 66.8986511230, propagate_backward_time: 109.4720993042, weight_update_time: 0.0917064324, other_time: 3.7082290649
epoch time: 15.0789365768s, input_fired_time: 0.1069951132, output_fired_time: 0.0000000000, propagate_forward_time: 14.6732378006, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2987031937
validation[          , genome  6819] predictions:    9765/  10000 (97.65%), best:    9770/10000 (97.70%), error:       789.37726, best error:       745.37439 on epoch:    74, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 183.0546112061s, input_fired_time: 0.8624278307, output_fired_time: 0.6589379907, propagate_forward_time: 63.1610755920, propagate_backward_time: 116.7261734009, weight_update_time: 0.0920223966, other_time: 1.6460037231
epoch time: 12.8130159378s, input_fired_time: 0.1037567854, output_fired_time: 0.0000000000, propagate_forward_time: 12.4234619141, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2857971191
validation[          , genome  6819] predictions:    9706/  10000 (97.06%), best:    9770/10000 (97.70%), error:       956.36627, best error:       745.37439 on epoch:    74, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 182.4923248291s, input_fired_time: 0.8612943888, output_fired_time: 2.7251024246, propagate_forward_time: 60.0446662903, propagate_backward_time: 114.1497573853, weight_update_time: 2.0572702885, other_time: 4.7115097046
epoch time: 12.7193269730s, input_fired_time: 0.1047136039, output_fired_time: 0.0000000000, propagate_forward_time: 11.3401050568, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2745084763
validation[          , genome  6819] predictions:    9760/  10000 (97.60%), best:    9770/10000 (97.70%), error:       795.53851, best error:       745.37439 on epoch:    74, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 183.1521606445s, input_fired_time: 0.8623189330, output_fired_time: 0.6571737528, propagate_forward_time: 62.1416702271, propagate_backward_time: 114.8948059082, weight_update_time: 0.0917375684, other_time: 4.5961837769
epoch time: 14.9850311279s, input_fired_time: 0.1046633050, output_fired_time: 0.0000000000, propagate_forward_time: 14.5866928101, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2936754227
validation[          , genome  6819] predictions:    9756/  10000 (97.56%), best:    9770/10000 (97.70%), error:       844.27692, best error:       745.37439 on epoch:    74, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 184.9006195068s, input_fired_time: 3.9251968861, output_fired_time: 2.7336997986, propagate_forward_time: 68.5614547729, propagate_backward_time: 105.9747314453, weight_update_time: 0.0913863555, other_time: 3.7055282593
epoch time: 14.8688459396s, input_fired_time: 0.1054724827, output_fired_time: 0.0000000000, propagate_forward_time: 14.4719867706, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2913866043
validation[          , genome  6819] predictions:    9744/  10000 (97.44%), best:    9770/10000 (97.70%), error:       816.26532, best error:       745.37439 on epoch:    74, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 182.8289642334s, input_fired_time: 0.8656252623, output_fired_time: 0.6626716852, propagate_forward_time: 66.9853210449, propagate_backward_time: 110.6088867188, weight_update_time: 0.0902082995, other_time: 3.7064514160
epoch time: 13.7278642654s, input_fired_time: 0.1051940173, output_fired_time: 0.0000000000, propagate_forward_time: 13.3355073929, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2871627808
validation[          , genome  6819] predictions:    9723/  10000 (97.23%), best:    9770/10000 (97.70%), error:       870.38690, best error:       745.37439 on epoch:    74, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 182.5733032227s, input_fired_time: 0.8696699739, output_fired_time: 2.7457482815, propagate_forward_time: 69.1225967407, propagate_backward_time: 106.0835723877, weight_update_time: 0.0933138430, other_time: 3.7517166138
epoch time: 14.8867177963s, input_fired_time: 0.1060438901, output_fired_time: 0.0000000000, propagate_forward_time: 13.4979696274, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2827043533
validation[          , genome  6819] predictions:    9766/  10000 (97.66%), best:    9766/10000 (97.66%), error:       739.43555, best error:       739.43555 on epoch:    82, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 184.7977294922s, input_fired_time: 4.9074997902, output_fired_time: 0.6617917418, propagate_forward_time: 60.3702545166, propagate_backward_time: 110.1007156372, weight_update_time: 1.0747144222, other_time: 8.7574691772
epoch time: 14.9355897903s, input_fired_time: 0.1041607559, output_fired_time: 0.0000000000, propagate_forward_time: 12.4653272629, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3661022186
validation[          , genome  6819] predictions:    9626/  10000 (96.26%), best:    9766/10000 (97.66%), error:      1228.71411, best error:       739.43555 on epoch:    82, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 182.2712554932s, input_fired_time: 0.8697288036, output_fired_time: 0.6600230932, propagate_forward_time: 63.5165367126, propagate_backward_time: 114.5956192017, weight_update_time: 0.0920425132, other_time: 2.6293411255
epoch time: 12.7102804184s, input_fired_time: 0.1031757593, output_fired_time: 0.0000000000, propagate_forward_time: 12.3199653625, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2871389389
validation[          , genome  6819] predictions:    9773/  10000 (97.73%), best:    9766/10000 (97.66%), error:       750.78772, best error:       739.43555 on epoch:    82, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 182.7886352539s, input_fired_time: 0.8709033132, output_fired_time: 0.6566854119, propagate_forward_time: 62.7218437195, propagate_backward_time: 114.8244094849, weight_update_time: 2.1660678387, other_time: 3.7147750854
epoch time: 12.7989578247s, input_fired_time: 0.1032711715, output_fired_time: 0.0000000000, propagate_forward_time: 12.4103240967, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2853622437
validation[          , genome  6819] predictions:    9717/  10000 (97.17%), best:    9766/10000 (97.66%), error:       952.59167, best error:       739.43555 on epoch:    82, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 182.9651031494s, input_fired_time: 2.9401183128, output_fired_time: 0.6656063795, propagate_forward_time: 63.1426773071, propagate_backward_time: 110.4220809937, weight_update_time: 0.0930410922, other_time: 5.7946166992
epoch time: 12.9013929367s, input_fired_time: 0.1056145057, output_fired_time: 0.0000000000, propagate_forward_time: 12.5023880005, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2933902740
validation[          , genome  6819] predictions:    9734/  10000 (97.34%), best:    9766/10000 (97.66%), error:       891.54224, best error:       739.43555 on epoch:    82, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 182.8322448730s, input_fired_time: 0.8663622141, output_fired_time: 0.6648697853, propagate_forward_time: 64.9288864136, propagate_backward_time: 112.6375656128, weight_update_time: 0.0931182653, other_time: 3.7345581055
epoch time: 12.8538017273s, input_fired_time: 0.1051261649, output_fired_time: 0.0000000000, propagate_forward_time: 12.4628419876, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2858333588
validation[          , genome  6819] predictions:    9701/  10000 (97.01%), best:    9766/10000 (97.66%), error:       965.64301, best error:       739.43555 on epoch:    82, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 182.4752655029s, input_fired_time: 0.8616816401, output_fired_time: 1.6347285509, propagate_forward_time: 63.2245445251, propagate_backward_time: 115.1383285522, weight_update_time: 0.0906883627, other_time: 1.6159744263
epoch time: 15.2231044769s, input_fired_time: 0.1084916443, output_fired_time: 0.0000000000, propagate_forward_time: 14.8137178421, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3008947372
validation[          , genome  6819] predictions:    9762/  10000 (97.62%), best:    9766/10000 (97.66%), error:       814.04504, best error:       739.43555 on epoch:    82, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 182.9810333252s, input_fired_time: 0.8835576773, output_fired_time: 0.6611769199, propagate_forward_time: 74.5204772949, propagate_backward_time: 103.2870559692, weight_update_time: 0.0932400152, other_time: 3.6287612915
epoch time: 12.8027553558s, input_fired_time: 0.1053956375, output_fired_time: 0.0000000000, propagate_forward_time: 11.4235439301, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2738161087
validation[          , genome  6819] predictions:    9748/  10000 (97.48%), best:    9766/10000 (97.66%), error:       857.98456, best error:       739.43555 on epoch:    82, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 182.9468383789s, input_fired_time: 3.9257013798, output_fired_time: 0.6755589843, propagate_forward_time: 68.8532485962, propagate_backward_time: 101.8524932861, weight_update_time: 0.0919193923, other_time: 7.6398391724
epoch time: 12.6709079742s, input_fired_time: 0.1035415828, output_fired_time: 0.0000000000, propagate_forward_time: 12.2765159607, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2908506393
validation[          , genome  6819] predictions:    9683/  10000 (96.83%), best:    9766/10000 (97.66%), error:      1135.78113, best error:       739.43555 on epoch:    82, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 184.9051971436s, input_fired_time: 0.8662945628, output_fired_time: 2.6336672306, propagate_forward_time: 70.3428573608, propagate_backward_time: 107.3416366577, weight_update_time: 0.0923265889, other_time: 3.7207489014
epoch time: 14.9316358566s, input_fired_time: 0.1050828174, output_fired_time: 0.0000000000, propagate_forward_time: 14.5276279449, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2989253998
validation[          , genome  6819] predictions:    9748/  10000 (97.48%), best:    9766/10000 (97.66%), error:       853.97498, best error:       739.43555 on epoch:    82, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 182.6430053711s, input_fired_time: 5.1351943016, output_fired_time: 1.7560597658, propagate_forward_time: 71.6421737671, propagate_backward_time: 100.4927444458, weight_update_time: 0.0919915438, other_time: 3.6168365479
epoch time: 14.6853389740s, input_fired_time: 0.1048019752, output_fired_time: 0.0000000000, propagate_forward_time: 14.2874727249, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2930641174
validation[          , genome  6819] predictions:    9751/  10000 (97.51%), best:    9766/10000 (97.66%), error:       800.33557, best error:       739.43555 on epoch:    82, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 182.7048492432s, input_fired_time: 1.9599468708, output_fired_time: 0.6590458155, propagate_forward_time: 67.1029281616, propagate_backward_time: 110.3704986572, weight_update_time: 0.0913339853, other_time: 2.6124343872
epoch time: 12.7750062943s, input_fired_time: 0.1057651713, output_fired_time: 0.0000000000, propagate_forward_time: 12.3744726181, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2947683334
validation[          , genome  6819] predictions:    9756/  10000 (97.56%), best:    9766/10000 (97.66%), error:       767.02063, best error:       739.43555 on epoch:    82, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 182.7176361084s, input_fired_time: 0.8643264771, output_fired_time: 0.6481921673, propagate_forward_time: 57.8995246887, propagate_backward_time: 121.6603317261, weight_update_time: 0.0924298540, other_time: 1.6452560425
epoch time: 13.0408744812s, input_fired_time: 0.1049076319, output_fired_time: 0.0000000000, propagate_forward_time: 12.6541461945, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2818202972
validation[          , genome  6819] predictions:    9763/  10000 (97.63%), best:    9766/10000 (97.66%), error:       810.97272, best error:       739.43555 on epoch:    82, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 182.6549072266s, input_fired_time: 0.8632642031, output_fired_time: 0.6582711339, propagate_forward_time: 63.9988822937, propagate_backward_time: 115.4911804199, weight_update_time: 0.0922318548, other_time: 1.6433105469
epoch time: 12.9870586395s, input_fired_time: 0.1062160581, output_fired_time: 0.0000000000, propagate_forward_time: 12.5917453766, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2890968323
validation[          , genome  6819] predictions:    9739/  10000 (97.39%), best:    9766/10000 (97.66%), error:       883.61627, best error:       739.43555 on epoch:    82, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 182.8862609863s, input_fired_time: 3.9289247990, output_fired_time: 0.6536815763, propagate_forward_time: 58.3625869751, propagate_backward_time: 115.3458404541, weight_update_time: 0.0929334462, other_time: 4.5952224731
epoch time: 12.8212814331s, input_fired_time: 0.1058297008, output_fired_time: 0.0000000000, propagate_forward_time: 12.4303979874, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2850542068
validation[          , genome  6819] predictions:    9766/  10000 (97.66%), best:    9766/10000 (97.66%), error:       764.84802, best error:       739.43555 on epoch:    82, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 182.4406585693s, input_fired_time: 0.8624426126, output_fired_time: 3.7134623528, propagate_forward_time: 60.9854202271, propagate_backward_time: 112.2006683350, weight_update_time: 0.0902454779, other_time: 4.6786727905
epoch time: 14.8142452240s, input_fired_time: 0.1056986004, output_fired_time: 0.0000000000, propagate_forward_time: 14.4252052307, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2833414078
validation[          , genome  6819] predictions:    9764/  10000 (97.64%), best:    9766/10000 (97.66%), error:       797.67792, best error:       739.43555 on epoch:    82, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 183.8251190186s, input_fired_time: 1.9601979256, output_fired_time: 2.7397978306, propagate_forward_time: 69.6089401245, propagate_backward_time: 107.8566970825, weight_update_time: 0.0928513557, other_time: 1.6594848633
epoch time: 14.8974075317s, input_fired_time: 0.1052450240, output_fired_time: 0.0000000000, propagate_forward_time: 12.5381469727, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2540159225
validation[          , genome  6819] predictions:    9777/  10000 (97.77%), best:    9766/10000 (97.66%), error:       759.26538, best error:       739.43555 on epoch:    82, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 182.3045654297s, input_fired_time: 3.9314665794, output_fired_time: 2.6269087791, propagate_forward_time: 71.2051391602, propagate_backward_time: 99.8300170898, weight_update_time: 0.0923970640, other_time: 4.7110290527
epoch time: 15.0961790085s, input_fired_time: 0.1078161523, output_fired_time: 0.0000000000, propagate_forward_time: 13.7198009491, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2685623169
validation[          , genome  6819] predictions:    9731/  10000 (97.31%), best:    9766/10000 (97.66%), error:       838.85809, best error:       739.43555 on epoch:    82, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 182.2327880859s, input_fired_time: 1.9615014791, output_fired_time: 3.5989408493, propagate_forward_time: 61.7814636230, propagate_backward_time: 110.1815185547, weight_update_time: 0.0918094516, other_time: 4.7093658447
epoch time: 14.6802911758s, input_fired_time: 0.1055009514, output_fired_time: 0.0000000000, propagate_forward_time: 14.2931795120, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2816104889
validation[          , genome  6819] predictions:    9763/  10000 (97.63%), best:    9766/10000 (97.66%), error:       794.07141, best error:       739.43555 on epoch:    82, epoch:  100/100, mu: 0.9870989323, learning_rate: 0.0000740065, weight_decay: 0.0000029603

evaluating best weights on full training data.
evaluting training set with running mean/variance:
epoch time: 71.0178451538s, input_fired_time: 0.5234321952, output_fired_time: 0.0000000000, propagate_forward_time: 69.0419387817, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4524765015
best training[          , genome  6819] predictions:   49686/  50000 (99.37%), best:    9766/10000 (97.66%), error:      1383.49402, best error:       739.43555 on epoch:    82, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
evaluating best weights on test data.
evaluting test set with running mean/variance:
epoch time: 18.2373008728s, input_fired_time: 0.1106346771, output_fired_time: 0.0000000000, propagate_forward_time: 14.8125638962, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.3141031265
   testing[          , genome  6819] predictions:    9794/  10000 (97.94%), best:    9766/10000 (97.66%), error:       677.44403, best error:       739.43555 on epoch:    82, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
23:03:48 (5936): called boinc_finish(0)

</stderr_txt>
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