Nameexact_genome_1512568488_45_5800_2
Workunit2600207
Created7 Dec 2017, 18:16:24 UTC
Sent7 Dec 2017, 18:21:20 UTC
Report deadline17 Dec 2017, 17:36:18 UTC
Received7 Dec 2017, 23:06:06 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID53799
Run time2 hours 38 min 20 sec
CPU time2 hours 37 min 45 sec
Validate stateValid
Credit2,492.18
Device peak FLOPS3.64 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33

Stderr output

<core_client_version>7.2.42</core_client_version>
<![CDATA[
<stderr_txt>
, epoch:   13/100, mu: 0.7384625077, learning_rate: 0.0064167744, weight_decay: 0.0002566710

epoch time: 86.2978439331s, input_fired_time: 1.0390751362, output_fired_time: 0.6522957683, propagate_forward_time: 33.2429580688, propagate_backward_time: 49.4030456543, weight_update_time: 0.0966675505, other_time: 1.9604644775
epoch time: 7.1131310463s, input_fired_time: 0.1114936993, output_fired_time: 0.0000000000, propagate_forward_time: 6.6561417580, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3454957008
validation[          , genome  5800] predictions:    9749/  10000 (97.49%), best:    9749/10000 (97.49%), error:       907.45428, best error:       907.45428 on epoch:    14, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 86.5092620850s, input_fired_time: 1.0477366447, output_fired_time: 0.6529439688, propagate_forward_time: 33.2165412903, propagate_backward_time: 49.6256942749, weight_update_time: 0.0956057012, other_time: 1.9663429260
epoch time: 7.0445513725s, input_fired_time: 0.1098933518, output_fired_time: 0.0000000000, propagate_forward_time: 6.5935516357, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3411064148
validation[          , genome  5800] predictions:    9486/  10000 (94.86%), best:    9749/10000 (97.49%), error:      1614.72827, best error:       907.45428 on epoch:    14, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 86.2161788940s, input_fired_time: 1.0381436348, output_fired_time: 0.6582041383, propagate_forward_time: 33.1802864075, propagate_backward_time: 49.3959655762, weight_update_time: 0.0954206586, other_time: 1.9435768127
epoch time: 7.0303940773s, input_fired_time: 0.1087207198, output_fired_time: 0.0000000000, propagate_forward_time: 6.5823493004, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3393239975
validation[          , genome  5800] predictions:    9704/  10000 (97.04%), best:    9749/10000 (97.49%), error:       997.19775, best error:       907.45428 on epoch:    14, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 87.9838485718s, input_fired_time: 1.0773404837, output_fired_time: 0.6603811979, propagate_forward_time: 33.7205581665, propagate_backward_time: 50.4548683167, weight_update_time: 0.0978761017, other_time: 2.0707054138
epoch time: 7.1243915558s, input_fired_time: 0.1118184328, output_fired_time: 0.0000000000, propagate_forward_time: 6.6637692451, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3488039970
validation[          , genome  5800] predictions:    9713/  10000 (97.13%), best:    9749/10000 (97.49%), error:       938.45532, best error:       907.45428 on epoch:    14, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 86.4567108154s, input_fired_time: 1.0565797091, output_fired_time: 0.6598205566, propagate_forward_time: 33.2245635986, propagate_backward_time: 49.5762062073, weight_update_time: 0.0948687047, other_time: 1.9395408630
epoch time: 7.2602787018s, input_fired_time: 0.1110723391, output_fired_time: 0.0000000000, propagate_forward_time: 6.7932329178, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3559732437
validation[          , genome  5800] predictions:    9723/  10000 (97.23%), best:    9749/10000 (97.49%), error:       964.97742, best error:       907.45428 on epoch:    14, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 86.5071563721s, input_fired_time: 1.0762387514, output_fired_time: 0.6526765227, propagate_forward_time: 33.2679290771, propagate_backward_time: 49.5774879456, weight_update_time: 0.0958297029, other_time: 1.9328193665
epoch time: 7.0209941864s, input_fired_time: 0.1071022674, output_fired_time: 0.0000000000, propagate_forward_time: 6.5786576271, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3352341652
validation[          , genome  5800] predictions:    9683/  10000 (96.83%), best:    9749/10000 (97.49%), error:      1040.20325, best error:       907.45428 on epoch:    14, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 86.1166915894s, input_fired_time: 1.0498116016, output_fired_time: 0.6501158476, propagate_forward_time: 33.0847625732, propagate_backward_time: 49.4138259888, weight_update_time: 0.0933045596, other_time: 1.9181747437
epoch time: 7.0483403206s, input_fired_time: 0.1089427918, output_fired_time: 0.0000000000, propagate_forward_time: 6.5992317200, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3401656151
validation[          , genome  5800] predictions:    9698/  10000 (96.98%), best:    9749/10000 (97.49%), error:      1034.40454, best error:       907.45428 on epoch:    14, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 86.1480636597s, input_fired_time: 1.0502737761, output_fired_time: 0.6493340135, propagate_forward_time: 33.0693168640, propagate_backward_time: 49.4547691345, weight_update_time: 0.0950366110, other_time: 1.9243698120
epoch time: 7.0540575981s, input_fired_time: 0.1083340496, output_fired_time: 0.0000000000, propagate_forward_time: 6.6028418541, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3428816795
validation[          , genome  5800] predictions:    9713/  10000 (97.13%), best:    9749/10000 (97.49%), error:       967.02600, best error:       907.45428 on epoch:    14, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 86.2361450195s, input_fired_time: 1.0491687059, output_fired_time: 0.6518660784, propagate_forward_time: 33.2729606628, propagate_backward_time: 49.3421325684, weight_update_time: 0.0929288417, other_time: 1.9200172424
epoch time: 7.0325102806s, input_fired_time: 0.1076277643, output_fired_time: 0.0000000000, propagate_forward_time: 6.5909647942, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3339176178
validation[          , genome  5800] predictions:    9725/  10000 (97.25%), best:    9725/10000 (97.25%), error:       890.73492, best error:       890.73492 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 86.2672042847s, input_fired_time: 1.0613614321, output_fired_time: 0.6506271362, propagate_forward_time: 33.1586647034, propagate_backward_time: 49.4513816833, weight_update_time: 0.0946351886, other_time: 1.9451675415
epoch time: 7.0685505867s, input_fired_time: 0.1081843972, output_fired_time: 0.0000000000, propagate_forward_time: 6.6249256134, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3354406357
validation[          , genome  5800] predictions:    9709/  10000 (97.09%), best:    9725/10000 (97.25%), error:      1010.69519, best error:       890.73492 on epoch:    22, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 86.6410140991s, input_fired_time: 1.0664255619, output_fired_time: 0.6537680030, propagate_forward_time: 33.1768684387, propagate_backward_time: 49.8177452087, weight_update_time: 0.0922904909, other_time: 1.9262008667
epoch time: 7.1735324860s, input_fired_time: 0.1114795357, output_fired_time: 0.0000000000, propagate_forward_time: 6.7207288742, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3413238525
validation[          , genome  5800] predictions:    9755/  10000 (97.55%), best:    9755/10000 (97.55%), error:       834.95868, best error:       834.95868 on epoch:    24, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 86.2417831421s, input_fired_time: 1.0891273022, output_fired_time: 0.6501898766, propagate_forward_time: 33.2151489258, propagate_backward_time: 49.3608283997, weight_update_time: 0.0915055126, other_time: 1.9264869690
epoch time: 7.1152625084s, input_fired_time: 0.1091975644, output_fired_time: 0.0000000000, propagate_forward_time: 6.6697611809, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3363037109
validation[          , genome  5800] predictions:    9713/  10000 (97.13%), best:    9755/10000 (97.55%), error:       948.39929, best error:       834.95868 on epoch:    24, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 86.6519546509s, input_fired_time: 1.0563812256, output_fired_time: 0.6530314684, propagate_forward_time: 33.2165145874, propagate_backward_time: 49.7988700867, weight_update_time: 0.0909271762, other_time: 1.9271583557
epoch time: 7.1404061317s, input_fired_time: 0.1162552834, output_fired_time: 0.0000000000, propagate_forward_time: 6.6903824806, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3337683678
validation[          , genome  5800] predictions:    9704/  10000 (97.04%), best:    9755/10000 (97.55%), error:       955.68323, best error:       834.95868 on epoch:    24, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 86.3303756714s, input_fired_time: 1.0498414040, output_fired_time: 0.6515047550, propagate_forward_time: 33.2318687439, propagate_backward_time: 49.4743270874, weight_update_time: 0.0906608105, other_time: 1.9228324890
epoch time: 7.0328383446s, input_fired_time: 0.1105728224, output_fired_time: 0.0000000000, propagate_forward_time: 6.5849490166, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3373165131
validation[          , genome  5800] predictions:    9645/  10000 (96.45%), best:    9755/10000 (97.55%), error:      1111.19556, best error:       834.95868 on epoch:    24, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 86.1925354004s, input_fired_time: 1.0597606897, output_fired_time: 0.6490890980, propagate_forward_time: 33.1289443970, propagate_backward_time: 49.4400672913, weight_update_time: 0.0934439451, other_time: 1.9146766663
epoch time: 7.0205721855s, input_fired_time: 0.1074889302, output_fired_time: 0.0000000000, propagate_forward_time: 6.5793151855, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3337678909
validation[          , genome  5800] predictions:    9727/  10000 (97.27%), best:    9755/10000 (97.55%), error:       944.18646, best error:       834.95868 on epoch:    24, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 86.3239822388s, input_fired_time: 1.0554001331, output_fired_time: 0.6566091776, propagate_forward_time: 33.1166648865, propagate_backward_time: 49.5814361572, weight_update_time: 0.0968495011, other_time: 1.9138755798
epoch time: 7.0597400665s, input_fired_time: 0.1083765775, output_fired_time: 0.0000000000, propagate_forward_time: 6.6151514053, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3362121582
validation[          , genome  5800] predictions:    9711/  10000 (97.11%), best:    9755/10000 (97.55%), error:       962.11505, best error:       834.95868 on epoch:    24, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 86.2193527222s, input_fired_time: 1.0607204437, output_fired_time: 0.6515315771, propagate_forward_time: 33.1200103760, propagate_backward_time: 49.4621162415, weight_update_time: 0.0931551382, other_time: 1.9249687195
epoch time: 7.0380396843s, input_fired_time: 0.1083356142, output_fired_time: 0.0000000000, propagate_forward_time: 6.5963044167, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3333997726
validation[          , genome  5800] predictions:    9724/  10000 (97.24%), best:    9755/10000 (97.55%), error:       903.83264, best error:       834.95868 on epoch:    24, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 86.1080017090s, input_fired_time: 1.0732964277, output_fired_time: 0.6493129730, propagate_forward_time: 33.1401100159, propagate_backward_time: 49.3252105713, weight_update_time: 0.0947040990, other_time: 1.9200706482
epoch time: 7.0162210464s, input_fired_time: 0.1090398058, output_fired_time: 0.0000000000, propagate_forward_time: 6.5723066330, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3348746300
validation[          , genome  5800] predictions:    9692/  10000 (96.92%), best:    9755/10000 (97.55%), error:       966.04651, best error:       834.95868 on epoch:    24, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 86.3762054443s, input_fired_time: 1.0591591597, output_fired_time: 0.6490926147, propagate_forward_time: 33.2087860107, propagate_backward_time: 49.5336418152, weight_update_time: 0.0946429223, other_time: 1.9255256653
epoch time: 7.0682854652s, input_fired_time: 0.1088630781, output_fired_time: 0.0000000000, propagate_forward_time: 6.6231093407, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3363132477
validation[          , genome  5800] predictions:    9691/  10000 (96.91%), best:    9755/10000 (97.55%), error:      1015.14484, best error:       834.95868 on epoch:    24, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 86.0579757690s, input_fired_time: 1.0635617971, output_fired_time: 0.6555882692, propagate_forward_time: 33.0904273987, propagate_backward_time: 49.3337249756, weight_update_time: 0.0948150679, other_time: 1.9146766663
epoch time: 7.1265492439s, input_fired_time: 0.1097685695, output_fired_time: 0.0000000000, propagate_forward_time: 6.6737499237, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3430309296
validation[          , genome  5800] predictions:    9667/  10000 (96.67%), best:    9755/10000 (97.55%), error:      1083.46558, best error:       834.95868 on epoch:    24, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 85.9861526489s, input_fired_time: 1.0545995235, output_fired_time: 0.6530478597, propagate_forward_time: 33.0453720093, propagate_backward_time: 49.3152732849, weight_update_time: 0.0912833586, other_time: 1.9178657532
epoch time: 7.0156950951s, input_fired_time: 0.1082544848, output_fired_time: 0.0000000000, propagate_forward_time: 6.5753221512, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3321185112
validation[          , genome  5800] predictions:    9762/  10000 (97.62%), best:    9762/10000 (97.62%), error:       831.90460, best error:       831.90460 on epoch:    34, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 86.3600997925s, input_fired_time: 1.0611652136, output_fired_time: 0.6535032988, propagate_forward_time: 33.1435585022, propagate_backward_time: 49.5646286011, weight_update_time: 0.0908938423, other_time: 1.9372444153
epoch time: 7.0491704941s, input_fired_time: 0.1111806631, output_fired_time: 0.0000000000, propagate_forward_time: 6.5992484093, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3387413025
validation[          , genome  5800] predictions:    9742/  10000 (97.42%), best:    9762/10000 (97.62%), error:       873.38135, best error:       831.90460 on epoch:    34, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 86.7406616211s, input_fired_time: 1.0598993301, output_fired_time: 0.6525559425, propagate_forward_time: 33.3220825195, propagate_backward_time: 49.7574806213, weight_update_time: 0.0918124169, other_time: 1.9486427307
epoch time: 7.0697369576s, input_fired_time: 0.1131509990, output_fired_time: 0.0000000000, propagate_forward_time: 6.6161522865, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3404335976
validation[          , genome  5800] predictions:    9741/  10000 (97.41%), best:    9762/10000 (97.62%), error:       836.20142, best error:       831.90460 on epoch:    34, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 86.2696304321s, input_fired_time: 1.0667700768, output_fired_time: 0.6613652110, propagate_forward_time: 33.1107635498, propagate_backward_time: 49.4694137573, weight_update_time: 0.0920524448, other_time: 1.9613189697
epoch time: 7.0827431679s, input_fired_time: 0.1135268882, output_fired_time: 0.0000000000, propagate_forward_time: 6.6246910095, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3445253372
validation[          , genome  5800] predictions:    9745/  10000 (97.45%), best:    9762/10000 (97.62%), error:       881.82043, best error:       831.90460 on epoch:    34, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 86.3270950317s, input_fired_time: 1.0669112206, output_fired_time: 0.6542399526, propagate_forward_time: 33.1512336731, propagate_backward_time: 49.5245780945, weight_update_time: 0.0929206461, other_time: 1.9301300049
epoch time: 7.0991401672s, input_fired_time: 0.1122849733, output_fired_time: 0.0000000000, propagate_forward_time: 6.6417150497, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3451399803
validation[          , genome  5800] predictions:    9751/  10000 (97.51%), best:    9762/10000 (97.62%), error:       837.32452, best error:       831.90460 on epoch:    34, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 87.4187011719s, input_fired_time: 1.0838353634, output_fired_time: 0.6595736742, propagate_forward_time: 33.5151824951, propagate_backward_time: 50.1083984375, weight_update_time: 0.0919712782, other_time: 2.0517120361
epoch time: 7.2164950371s, input_fired_time: 0.1172650605, output_fired_time: 0.0000000000, propagate_forward_time: 6.7452406883, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3539891243
validation[          , genome  5800] predictions:    9773/  10000 (97.73%), best:    9773/10000 (97.73%), error:       800.25507, best error:       800.25507 on epoch:    39, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 86.6732330322s, input_fired_time: 1.0814522505, output_fired_time: 0.6550497413, propagate_forward_time: 33.2841529846, propagate_backward_time: 49.7027626038, weight_update_time: 0.0952696502, other_time: 1.9498138428
epoch time: 7.0482673645s, input_fired_time: 0.1100348160, output_fired_time: 0.0000000000, propagate_forward_time: 6.6030411720, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3351912498
validation[          , genome  5800] predictions:    9718/  10000 (97.18%), best:    9773/10000 (97.73%), error:       901.89728, best error:       800.25507 on epoch:    39, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 86.7831344604s, input_fired_time: 1.0843383074, output_fired_time: 0.6591630578, propagate_forward_time: 33.3302955627, propagate_backward_time: 49.7570991516, weight_update_time: 0.0961633846, other_time: 1.9522399902
epoch time: 7.6569294930s, input_fired_time: 0.1228752136, output_fired_time: 0.0000000000, propagate_forward_time: 7.1579308510, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3761234283
validation[          , genome  5800] predictions:    9729/  10000 (97.29%), best:    9773/10000 (97.73%), error:       884.60406, best error:       800.25507 on epoch:    39, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 89.2079696655s, input_fired_time: 1.0991070271, output_fired_time: 0.6706676483, propagate_forward_time: 34.0189590454, propagate_backward_time: 51.3965072632, weight_update_time: 0.0989714414, other_time: 2.0227279663
epoch time: 7.0940680504s, input_fired_time: 0.1149442717, output_fired_time: 0.0000000000, propagate_forward_time: 6.6327977180, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3463258743
validation[          , genome  5800] predictions:    9771/  10000 (97.71%), best:    9771/10000 (97.71%), error:       786.97656, best error:       786.97656 on epoch:    42, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 87.1333084106s, input_fired_time: 1.0840883255, output_fired_time: 0.6590911150, propagate_forward_time: 33.4318656921, propagate_backward_time: 49.9773826599, weight_update_time: 0.0973976403, other_time: 1.9808807373
epoch time: 7.0246000290s, input_fired_time: 0.1112058684, output_fired_time: 0.0000000000, propagate_forward_time: 6.5780434608, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3353505135
validation[          , genome  5800] predictions:    9745/  10000 (97.45%), best:    9771/10000 (97.71%), error:       912.83020, best error:       786.97656 on epoch:    42, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 86.6361007690s, input_fired_time: 1.0677152872, output_fired_time: 0.6710442901, propagate_forward_time: 33.2208480835, propagate_backward_time: 49.7217750549, weight_update_time: 0.0911678448, other_time: 1.9547157288
epoch time: 7.0673432350s, input_fired_time: 0.1127593666, output_fired_time: 0.0000000000, propagate_forward_time: 6.6146988869, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3398847580
validation[          , genome  5800] predictions:    9736/  10000 (97.36%), best:    9771/10000 (97.71%), error:       903.28400, best error:       786.97656 on epoch:    42, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 86.1223983765s, input_fired_time: 1.0699313879, output_fired_time: 0.6529300213, propagate_forward_time: 33.0703201294, propagate_backward_time: 49.4062042236, weight_update_time: 0.0920738280, other_time: 1.9230117798
epoch time: 7.0781841278s, input_fired_time: 0.1134375185, output_fired_time: 0.0000000000, propagate_forward_time: 6.6242136955, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3405327797
validation[          , genome  5800] predictions:    9717/  10000 (97.17%), best:    9771/10000 (97.71%), error:       951.94727, best error:       786.97656 on epoch:    42, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 87.0268020630s, input_fired_time: 1.0831859112, output_fired_time: 0.6860414147, propagate_forward_time: 33.3032531738, propagate_backward_time: 50.0129394531, weight_update_time: 0.0950576067, other_time: 1.9413833618
epoch time: 7.0715737343s, input_fired_time: 0.1128000766, output_fired_time: 0.0000000000, propagate_forward_time: 6.6191420555, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3396315575
validation[          , genome  5800] predictions:    9609/  10000 (96.09%), best:    9771/10000 (97.71%), error:      1215.93237, best error:       786.97656 on epoch:    42, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 86.5843582153s, input_fired_time: 1.0789065361, output_fired_time: 0.6567059755, propagate_forward_time: 33.1871376038, propagate_backward_time: 49.6960144043, weight_update_time: 0.0911025703, other_time: 1.9655952454
epoch time: 7.0277743340s, input_fired_time: 0.1115403920, output_fired_time: 0.0000000000, propagate_forward_time: 6.5809874535, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3352465630
validation[          , genome  5800] predictions:    9762/  10000 (97.62%), best:    9771/10000 (97.71%), error:       800.70538, best error:       786.97656 on epoch:    42, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 86.3654403687s, input_fired_time: 1.0747882128, output_fired_time: 0.6556972265, propagate_forward_time: 33.1470184326, propagate_backward_time: 49.5608634949, weight_update_time: 0.0905114785, other_time: 1.9270668030
epoch time: 7.0255208015s, input_fired_time: 0.1120744795, output_fired_time: 0.0000000000, propagate_forward_time: 6.5788178444, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3346285820
validation[          , genome  5800] predictions:    9758/  10000 (97.58%), best:    9771/10000 (97.71%), error:       818.62280, best error:       786.97656 on epoch:    42, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 86.1469268799s, input_fired_time: 1.0769349337, output_fired_time: 0.6520161033, propagate_forward_time: 33.0787391663, propagate_backward_time: 49.4227676392, weight_update_time: 0.0967957303, other_time: 1.9164695740
epoch time: 7.0904908180s, input_fired_time: 0.1167627871, output_fired_time: 0.0000000000, propagate_forward_time: 6.6302151680, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3435130119
validation[          , genome  5800] predictions:    9773/  10000 (97.73%), best:    9773/10000 (97.73%), error:       767.78333, best error:       767.78333 on epoch:    49, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 86.2483749390s, input_fired_time: 1.0711722374, output_fired_time: 0.6514583826, propagate_forward_time: 33.1614723206, propagate_backward_time: 49.4472579956, weight_update_time: 0.0936530903, other_time: 1.9170112610
epoch time: 7.0733575821s, input_fired_time: 0.1132733822, output_fired_time: 0.0000000000, propagate_forward_time: 6.6171159744, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3429679871
validation[          , genome  5800] predictions:    9751/  10000 (97.51%), best:    9773/10000 (97.73%), error:       841.26746, best error:       767.78333 on epoch:    49, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 86.3208084106s, input_fired_time: 1.0904120207, output_fired_time: 0.6552278399, propagate_forward_time: 33.1587905884, propagate_backward_time: 49.4767456055, weight_update_time: 0.0933320597, other_time: 1.9396362305
epoch time: 7.1199479103s, input_fired_time: 0.1144492254, output_fired_time: 0.0000000000, propagate_forward_time: 6.6599636078, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3455352783
validation[          , genome  5800] predictions:    9776/  10000 (97.76%), best:    9776/10000 (97.76%), error:       757.30823, best error:       757.30823 on epoch:    51, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 86.4232559204s, input_fired_time: 1.0860112906, output_fired_time: 0.6574555039, propagate_forward_time: 33.1870040894, propagate_backward_time: 49.5640983582, weight_update_time: 0.0908910036, other_time: 1.9286842346
epoch time: 7.1110796928s, input_fired_time: 0.1159651875, output_fired_time: 0.0000000000, propagate_forward_time: 6.6480760574, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3470382690
validation[          , genome  5800] predictions:    9732/  10000 (97.32%), best:    9776/10000 (97.76%), error:       919.57819, best error:       757.30823 on epoch:    51, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 86.3134307861s, input_fired_time: 1.0798474550, output_fired_time: 0.6499959826, propagate_forward_time: 33.0822143555, propagate_backward_time: 49.5868911743, weight_update_time: 0.0945770666, other_time: 1.9144821167
epoch time: 7.0737333298s, input_fired_time: 0.1139986664, output_fired_time: 0.0000000000, propagate_forward_time: 6.6191711426, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3405632973
validation[          , genome  5800] predictions:    9702/  10000 (97.02%), best:    9776/10000 (97.76%), error:       988.09082, best error:       757.30823 on epoch:    51, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 87.1268692017s, input_fired_time: 1.0833327770, output_fired_time: 0.6694110036, propagate_forward_time: 33.5300903320, propagate_backward_time: 49.8878822327, weight_update_time: 0.0928938836, other_time: 1.9561500549
epoch time: 7.1641626358s, input_fired_time: 0.1130547374, output_fired_time: 0.0000000000, propagate_forward_time: 6.7136974335, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3374104500
validation[          , genome  5800] predictions:    9731/  10000 (97.31%), best:    9776/10000 (97.76%), error:       914.77563, best error:       757.30823 on epoch:    51, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 87.3505401611s, input_fired_time: 1.1248490810, output_fired_time: 0.6588345170, propagate_forward_time: 33.6047935486, propagate_backward_time: 50.0168800354, weight_update_time: 0.0955556780, other_time: 1.9451828003
epoch time: 7.1875314713s, input_fired_time: 0.1162627786, output_fired_time: 0.0000000000, propagate_forward_time: 6.7041411400, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3671274185
validation[          , genome  5800] predictions:    9771/  10000 (97.71%), best:    9771/10000 (97.71%), error:       749.81049, best error:       749.81049 on epoch:    55, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 88.5901718140s, input_fired_time: 1.1256109476, output_fired_time: 0.6674731374, propagate_forward_time: 33.9754753113, propagate_backward_time: 50.7748184204, weight_update_time: 0.0982744470, other_time: 2.0467948914
epoch time: 7.1001014709s, input_fired_time: 0.1128923073, output_fired_time: 0.0000000000, propagate_forward_time: 6.6455512047, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3416581154
validation[          , genome  5800] predictions:    9724/  10000 (97.24%), best:    9771/10000 (97.71%), error:       901.31000, best error:       749.81049 on epoch:    55, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 86.2806472778s, input_fired_time: 1.0844403505, output_fired_time: 0.6546037197, propagate_forward_time: 33.1502113342, propagate_backward_time: 49.4714126587, weight_update_time: 0.0910041407, other_time: 1.9199790955
epoch time: 7.0254163742s, input_fired_time: 0.1127299368, output_fired_time: 0.0000000000, propagate_forward_time: 6.5776705742, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3350157738
validation[          , genome  5800] predictions:    9760/  10000 (97.60%), best:    9771/10000 (97.71%), error:       813.39368, best error:       749.81049 on epoch:    55, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 86.4024581909s, input_fired_time: 1.0811436176, output_fired_time: 0.6597398520, propagate_forward_time: 33.2724876404, propagate_backward_time: 49.4574317932, weight_update_time: 0.0940630734, other_time: 1.9316558838
epoch time: 7.0517897606s, input_fired_time: 0.1148306355, output_fired_time: 0.0000000000, propagate_forward_time: 6.5972886086, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3396706581
validation[          , genome  5800] predictions:    9675/  10000 (96.75%), best:    9771/10000 (97.71%), error:      1040.61902, best error:       749.81049 on epoch:    55, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 86.6267623901s, input_fired_time: 1.0950273275, output_fired_time: 0.6526936293, propagate_forward_time: 33.1851844788, propagate_backward_time: 49.7352981567, weight_update_time: 0.1029244438, other_time: 1.9585609436
epoch time: 7.2070922852s, input_fired_time: 0.1156145334, output_fired_time: 0.0000000000, propagate_forward_time: 6.7503480911, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3411297798
validation[          , genome  5800] predictions:    9736/  10000 (97.36%), best:    9771/10000 (97.71%), error:       902.18115, best error:       749.81049 on epoch:    55, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 86.3823318481s, input_fired_time: 1.0836753845, output_fired_time: 0.6524308920, propagate_forward_time: 33.1018829346, propagate_backward_time: 49.6228370667, weight_update_time: 0.0931584612, other_time: 1.9215126038
epoch time: 7.0361175537s, input_fired_time: 0.1138609871, output_fired_time: 0.0000000000, propagate_forward_time: 6.5836305618, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3386259079
validation[          , genome  5800] predictions:    9740/  10000 (97.40%), best:    9771/10000 (97.71%), error:       862.89233, best error:       749.81049 on epoch:    55, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 86.3165512085s, input_fired_time: 1.0861042738, output_fired_time: 0.6517347693, propagate_forward_time: 33.2160377502, propagate_backward_time: 49.4001541138, weight_update_time: 0.0966045707, other_time: 1.9625205994
epoch time: 7.0763626099s, input_fired_time: 0.1153870821, output_fired_time: 0.0000000000, propagate_forward_time: 6.6143341064, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3466415405
validation[          , genome  5800] predictions:    9765/  10000 (97.65%), best:    9771/10000 (97.71%), error:       787.00275, best error:       749.81049 on epoch:    55, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 86.3909149170s, input_fired_time: 1.0992307663, output_fired_time: 0.6533226967, propagate_forward_time: 33.2293395996, propagate_backward_time: 49.4715309143, weight_update_time: 0.0969499201, other_time: 1.9374961853
epoch time: 7.0486316681s, input_fired_time: 0.1136245877, output_fired_time: 0.0000000000, propagate_forward_time: 6.5953054428, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3397016525
validation[          , genome  5800] predictions:    9746/  10000 (97.46%), best:    9771/10000 (97.71%), error:       883.08258, best error:       749.81049 on epoch:    55, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 86.1980590820s, input_fired_time: 1.0875322819, output_fired_time: 0.6512565017, propagate_forward_time: 33.1656455994, propagate_backward_time: 49.3679618835, weight_update_time: 0.0926935822, other_time: 1.9256668091
epoch time: 7.0759234428s, input_fired_time: 0.1142899394, output_fired_time: 0.0000000000, propagate_forward_time: 6.6226859093, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3389477730
validation[          , genome  5800] predictions:    9769/  10000 (97.69%), best:    9771/10000 (97.71%), error:       819.62555, best error:       749.81049 on epoch:    55, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 86.2486877441s, input_fired_time: 1.0835981369, output_fired_time: 0.6518452168, propagate_forward_time: 33.1042594910, propagate_backward_time: 49.4849662781, weight_update_time: 0.0930211693, other_time: 1.9240188599
epoch time: 7.0670552254s, input_fired_time: 0.1125197485, output_fired_time: 0.0000000000, propagate_forward_time: 6.6191983223, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3353371620
validation[          , genome  5800] predictions:    9713/  10000 (97.13%), best:    9771/10000 (97.71%), error:       936.69287, best error:       749.81049 on epoch:    55, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 86.6971206665s, input_fired_time: 1.0889000893, output_fired_time: 0.6529537439, propagate_forward_time: 33.2519950867, propagate_backward_time: 49.7635993958, weight_update_time: 0.0956550092, other_time: 1.9396743774
epoch time: 7.1002135277s, input_fired_time: 0.1145111397, output_fired_time: 0.0000000000, propagate_forward_time: 6.6496152878, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3360872269
validation[          , genome  5800] predictions:    9704/  10000 (97.04%), best:    9771/10000 (97.71%), error:       927.35101, best error:       749.81049 on epoch:    55, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 86.6842880249s, input_fired_time: 1.0896071196, output_fired_time: 0.6534425616, propagate_forward_time: 33.2856407166, propagate_backward_time: 49.6758499146, weight_update_time: 0.0940095112, other_time: 1.9797477722
epoch time: 7.0485239029s, input_fired_time: 0.1147898659, output_fired_time: 0.0000000000, propagate_forward_time: 6.5981268883, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3356070518
validation[          , genome  5800] predictions:    9751/  10000 (97.51%), best:    9771/10000 (97.71%), error:       826.26666, best error:       749.81049 on epoch:    55, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 86.3650894165s, input_fired_time: 1.0860605240, output_fired_time: 0.6501497626, propagate_forward_time: 33.1062469482, propagate_backward_time: 49.6028518677, weight_update_time: 0.0937897786, other_time: 1.9197845459
epoch time: 7.0220966339s, input_fired_time: 0.1131561100, output_fired_time: 0.0000000000, propagate_forward_time: 6.5754108429, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3335294724
validation[          , genome  5800] predictions:    9711/  10000 (97.11%), best:    9771/10000 (97.71%), error:       911.70221, best error:       749.81049 on epoch:    55, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 86.3443298340s, input_fired_time: 1.0815001726, output_fired_time: 0.6489313841, propagate_forward_time: 33.0362434387, propagate_backward_time: 49.6470108032, weight_update_time: 0.0963769928, other_time: 1.9306449890
epoch time: 7.0828423500s, input_fired_time: 0.1156267077, output_fired_time: 0.0000000000, propagate_forward_time: 6.6265697479, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3406457901
validation[          , genome  5800] predictions:    9760/  10000 (97.60%), best:    9771/10000 (97.71%), error:       794.20038, best error:       749.81049 on epoch:    55, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 86.3926544189s, input_fired_time: 1.0865002871, output_fired_time: 0.6551407576, propagate_forward_time: 33.1363792419, propagate_backward_time: 49.5942420959, weight_update_time: 0.0910878778, other_time: 1.9203872681
epoch time: 7.1352806091s, input_fired_time: 0.1154339537, output_fired_time: 0.0000000000, propagate_forward_time: 6.6681451797, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3517012596
validation[          , genome  5800] predictions:    9743/  10000 (97.43%), best:    9771/10000 (97.71%), error:       846.03534, best error:       749.81049 on epoch:    55, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 87.0850753784s, input_fired_time: 1.0890041590, output_fired_time: 0.6828433871, propagate_forward_time: 33.4200019836, propagate_backward_time: 49.9563293457, weight_update_time: 0.0943937376, other_time: 1.9368934631
epoch time: 7.0305671692s, input_fired_time: 0.1127758101, output_fired_time: 0.0000000000, propagate_forward_time: 6.5837225914, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3340687752
validation[          , genome  5800] predictions:    9713/  10000 (97.13%), best:    9771/10000 (97.71%), error:       949.63837, best error:       749.81049 on epoch:    55, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 86.1646957397s, input_fired_time: 1.0806500912, output_fired_time: 0.6521242261, propagate_forward_time: 33.0994224548, propagate_backward_time: 49.4146194458, weight_update_time: 0.0920410231, other_time: 1.9178810120
epoch time: 7.2279419899s, input_fired_time: 0.1153580025, output_fired_time: 0.0000000000, propagate_forward_time: 6.7616376877, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3509464264
validation[          , genome  5800] predictions:    9780/  10000 (97.80%), best:    9771/10000 (97.71%), error:       804.86261, best error:       749.81049 on epoch:    55, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 86.3972091675s, input_fired_time: 1.0849390030, output_fired_time: 0.6502401233, propagate_forward_time: 33.3403358459, propagate_backward_time: 49.3925552368, weight_update_time: 0.0931485221, other_time: 1.9291419983
epoch time: 7.0736236572s, input_fired_time: 0.1159362867, output_fired_time: 0.0000000000, propagate_forward_time: 6.6186275482, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3390598297
validation[          , genome  5800] predictions:    9691/  10000 (96.91%), best:    9771/10000 (97.71%), error:      1070.27649, best error:       749.81049 on epoch:    55, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 86.5941238403s, input_fired_time: 1.0930054188, output_fired_time: 0.6584309936, propagate_forward_time: 33.2794380188, propagate_backward_time: 49.6096420288, weight_update_time: 0.0910533145, other_time: 1.9536094666
epoch time: 7.0686125755s, input_fired_time: 0.1139076874, output_fired_time: 0.0000000000, propagate_forward_time: 6.6131210327, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3415837288
validation[          , genome  5800] predictions:    9765/  10000 (97.65%), best:    9771/10000 (97.71%), error:       817.93835, best error:       749.81049 on epoch:    55, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 86.4734115601s, input_fired_time: 1.0939073563, output_fired_time: 0.6546073556, propagate_forward_time: 33.2001686096, propagate_backward_time: 49.5743141174, weight_update_time: 0.0928308517, other_time: 1.9504089355
epoch time: 7.2275419235s, input_fired_time: 0.1181841567, output_fired_time: 0.0000000000, propagate_forward_time: 6.7603597641, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3489980698
validation[          , genome  5800] predictions:    9748/  10000 (97.48%), best:    9771/10000 (97.71%), error:       838.57501, best error:       749.81049 on epoch:    55, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 86.1065750122s, input_fired_time: 1.0925194025, output_fired_time: 0.6533950567, propagate_forward_time: 33.0870513916, propagate_backward_time: 49.3409500122, weight_update_time: 0.0944390744, other_time: 1.9326553345
epoch time: 7.0857262611s, input_fired_time: 0.1160137877, output_fired_time: 0.0000000000, propagate_forward_time: 6.6293745041, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3403377533
validation[          , genome  5800] predictions:    9786/  10000 (97.86%), best:    9771/10000 (97.71%), error:       758.57312, best error:       749.81049 on epoch:    55, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 86.8158187866s, input_fired_time: 1.0957462788, output_fired_time: 0.6841284037, propagate_forward_time: 33.3640174866, propagate_backward_time: 49.7249984741, weight_update_time: 0.0909533501, other_time: 1.9469261169
epoch time: 7.1008896828s, input_fired_time: 0.1161603630, output_fired_time: 0.0000000000, propagate_forward_time: 6.6447806358, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3399486542
validation[          , genome  5800] predictions:    9703/  10000 (97.03%), best:    9771/10000 (97.71%), error:       951.56427, best error:       749.81049 on epoch:    55, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 85.9012908936s, input_fired_time: 1.0898900032, output_fired_time: 0.6492547393, propagate_forward_time: 33.0281410217, propagate_backward_time: 49.2088127136, weight_update_time: 0.0944706202, other_time: 1.9251937866
epoch time: 7.0347118378s, input_fired_time: 0.1155836359, output_fired_time: 0.0000000000, propagate_forward_time: 6.5826354027, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3364930153
validation[          , genome  5800] predictions:    9772/  10000 (97.72%), best:    9771/10000 (97.71%), error:       801.70123, best error:       749.81049 on epoch:    55, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 86.2223968506s, input_fired_time: 1.1028833389, output_fired_time: 0.6507637501, propagate_forward_time: 33.1229553223, propagate_backward_time: 49.4287757874, weight_update_time: 0.0950548425, other_time: 1.9170188904
epoch time: 7.0790348053s, input_fired_time: 0.1150652841, output_fired_time: 0.0000000000, propagate_forward_time: 6.6258234978, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3381462097
validation[          , genome  5800] predictions:    9750/  10000 (97.50%), best:    9771/10000 (97.71%), error:       835.38171, best error:       749.81049 on epoch:    55, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 86.2635498047s, input_fired_time: 1.0931791067, output_fired_time: 0.6524105668, propagate_forward_time: 33.1214942932, propagate_backward_time: 49.4697074890, weight_update_time: 0.0927561149, other_time: 1.9267578125
epoch time: 7.0648818016s, input_fired_time: 0.1155774966, output_fired_time: 0.0000000000, propagate_forward_time: 6.6114687920, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3378353119
validation[          , genome  5800] predictions:    9732/  10000 (97.32%), best:    9771/10000 (97.71%), error:       893.08307, best error:       749.81049 on epoch:    55, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 86.4278717041s, input_fired_time: 1.0942500830, output_fired_time: 0.6816719770, propagate_forward_time: 33.2173233032, propagate_backward_time: 49.5070571899, weight_update_time: 0.0902226865, other_time: 1.9275665283
epoch time: 7.1367244720s, input_fired_time: 0.1178323701, output_fired_time: 0.0000000000, propagate_forward_time: 6.6761250496, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3427672386
validation[          , genome  5800] predictions:    9774/  10000 (97.74%), best:    9771/10000 (97.71%), error:       792.79724, best error:       749.81049 on epoch:    55, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 86.4288940430s, input_fired_time: 1.0967246294, output_fired_time: 0.6515238881, propagate_forward_time: 33.0976562500, propagate_backward_time: 49.6251754761, weight_update_time: 0.0926678032, other_time: 1.9578094482
epoch time: 7.0907955170s, input_fired_time: 0.1162865385, output_fired_time: 0.0000000000, propagate_forward_time: 6.6295137405, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3449950218
validation[          , genome  5800] predictions:    9753/  10000 (97.53%), best:    9771/10000 (97.71%), error:       824.96368, best error:       749.81049 on epoch:    55, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 86.1878128052s, input_fired_time: 1.0931433439, output_fired_time: 0.6502364278, propagate_forward_time: 33.1634368896, propagate_backward_time: 49.3545837402, weight_update_time: 0.0942025557, other_time: 1.9264144897
epoch time: 7.0432238579s, input_fired_time: 0.1146929488, output_fired_time: 0.0000000000, propagate_forward_time: 6.5918812752, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3366494179
validation[          , genome  5800] predictions:    9707/  10000 (97.07%), best:    9771/10000 (97.71%), error:       968.29639, best error:       749.81049 on epoch:    55, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 86.2935333252s, input_fired_time: 1.0973414183, output_fired_time: 0.6528724432, propagate_forward_time: 33.1480598450, propagate_backward_time: 49.4448890686, weight_update_time: 0.0906442553, other_time: 1.9503707886
epoch time: 7.0340671539s, input_fired_time: 0.1148414016, output_fired_time: 0.0000000000, propagate_forward_time: 6.5850791931, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3341464996
validation[          , genome  5800] predictions:    9755/  10000 (97.55%), best:    9771/10000 (97.71%), error:       868.39954, best error:       749.81049 on epoch:    55, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 85.8905944824s, input_fired_time: 1.0864129066, output_fired_time: 0.6485502720, propagate_forward_time: 32.9244155884, propagate_backward_time: 49.3192863464, weight_update_time: 0.0954618827, other_time: 1.9119300842
epoch time: 7.0760831833s, input_fired_time: 0.1168773398, output_fired_time: 0.0000000000, propagate_forward_time: 6.6182370186, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3409686089
validation[          , genome  5800] predictions:    9700/  10000 (97.00%), best:    9771/10000 (97.71%), error:       992.54095, best error:       749.81049 on epoch:    55, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 87.0800247192s, input_fired_time: 1.1068753004, output_fired_time: 0.6557094455, propagate_forward_time: 33.4671859741, propagate_backward_time: 49.8986892700, weight_update_time: 0.0941494256, other_time: 1.9515686035
epoch time: 7.0265111923s, input_fired_time: 0.1157003492, output_fired_time: 0.0000000000, propagate_forward_time: 6.5762357712, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3345751762
validation[          , genome  5800] predictions:    9787/  10000 (97.87%), best:    9771/10000 (97.71%), error:       766.84540, best error:       749.81049 on epoch:    55, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 86.1568756104s, input_fired_time: 1.1063157320, output_fired_time: 0.6497982740, propagate_forward_time: 33.0819740295, propagate_backward_time: 49.4037704468, weight_update_time: 0.0963929966, other_time: 1.9150199890
epoch time: 7.0976986885s, input_fired_time: 0.1174486578, output_fired_time: 0.0000000000, propagate_forward_time: 6.6427035332, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3375463486
validation[          , genome  5800] predictions:    9664/  10000 (96.64%), best:    9771/10000 (97.71%), error:      1105.74524, best error:       749.81049 on epoch:    55, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 86.2888717651s, input_fired_time: 1.1020337343, output_fired_time: 0.6542702317, propagate_forward_time: 33.1437263489, propagate_backward_time: 49.4567985535, weight_update_time: 0.0901735276, other_time: 1.9320373535
epoch time: 7.0610146523s, input_fired_time: 0.1179877445, output_fired_time: 0.0000000000, propagate_forward_time: 6.5984683037, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3445587158
validation[          , genome  5800] predictions:    9735/  10000 (97.35%), best:    9771/10000 (97.71%), error:       911.71857, best error:       749.81049 on epoch:    55, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 86.5349655151s, input_fired_time: 1.0977104902, output_fired_time: 0.6526148319, propagate_forward_time: 33.2350997925, propagate_backward_time: 49.6249198914, weight_update_time: 0.0924677774, other_time: 1.9246177673
epoch time: 7.0849103928s, input_fired_time: 0.1164499223, output_fired_time: 0.0000000000, propagate_forward_time: 6.6294732094, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3389873505
validation[          , genome  5800] predictions:    9759/  10000 (97.59%), best:    9771/10000 (97.71%), error:       819.52014, best error:       749.81049 on epoch:    55, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 86.1325759888s, input_fired_time: 1.0975431204, output_fired_time: 0.6497720480, propagate_forward_time: 33.1111145020, propagate_backward_time: 49.3452529907, weight_update_time: 0.0969028398, other_time: 1.9288940430
epoch time: 7.1052427292s, input_fired_time: 0.1168992668, output_fired_time: 0.0000000000, propagate_forward_time: 6.6442894936, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3440537453
validation[          , genome  5800] predictions:    9755/  10000 (97.55%), best:    9771/10000 (97.71%), error:       868.57788, best error:       749.81049 on epoch:    55, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 86.3714828491s, input_fired_time: 1.0963958502, output_fired_time: 0.6519089341, propagate_forward_time: 33.1574401855, propagate_backward_time: 49.5459976196, weight_update_time: 0.0945568830, other_time: 1.9197387695
epoch time: 7.0270500183s, input_fired_time: 0.1160206422, output_fired_time: 0.0000000000, propagate_forward_time: 6.5747647285, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3362646103
validation[          , genome  5800] predictions:    9721/  10000 (97.21%), best:    9771/10000 (97.71%), error:       950.81970, best error:       749.81049 on epoch:    55, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 86.0735626221s, input_fired_time: 1.0980139971, output_fired_time: 0.6613686681, propagate_forward_time: 33.0957260132, propagate_backward_time: 49.2994003296, weight_update_time: 0.0903295949, other_time: 1.9190521240
epoch time: 7.0781726837s, input_fired_time: 0.1171625406, output_fired_time: 0.0000000000, propagate_forward_time: 6.6215028763, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3395071030
validation[          , genome  5800] predictions:    9750/  10000 (97.50%), best:    9771/10000 (97.71%), error:       840.49310, best error:       749.81049 on epoch:    55, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 86.2246856689s, input_fired_time: 1.1055835485, output_fired_time: 0.6601521373, propagate_forward_time: 33.0141029358, propagate_backward_time: 49.5347900391, weight_update_time: 0.0898765773, other_time: 1.9100608826
epoch time: 7.0801963806s, input_fired_time: 0.1185013130, output_fired_time: 0.0000000000, propagate_forward_time: 6.6208481789, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3408470154
validation[          , genome  5800] predictions:    9746/  10000 (97.46%), best:    9771/10000 (97.71%), error:       863.41888, best error:       749.81049 on epoch:    55, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 86.2228240967s, input_fired_time: 1.1216632128, output_fired_time: 0.6612349153, propagate_forward_time: 33.1153907776, propagate_backward_time: 49.4048652649, weight_update_time: 0.0909877270, other_time: 1.9196701050
epoch time: 7.0787725449s, input_fired_time: 0.1174335331, output_fired_time: 0.0000000000, propagate_forward_time: 6.6189742088, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3423647881
validation[          , genome  5800] predictions:    9734/  10000 (97.34%), best:    9771/10000 (97.71%), error:       847.07611, best error:       749.81049 on epoch:    55, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 87.8085250854s, input_fired_time: 1.1218630075, output_fired_time: 0.6604502201, propagate_forward_time: 33.5452194214, propagate_backward_time: 50.4491386414, weight_update_time: 0.0973482132, other_time: 2.0318489075
epoch time: 7.0750455856s, input_fired_time: 0.1188584343, output_fired_time: 0.0000000000, propagate_forward_time: 6.6154899597, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3406972885
validation[          , genome  5800] predictions:    9752/  10000 (97.52%), best:    9771/10000 (97.71%), error:       856.16846, best error:       749.81049 on epoch:    55, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 86.2167205811s, input_fired_time: 1.0980299711, output_fired_time: 0.6503139734, propagate_forward_time: 33.1622810364, propagate_backward_time: 49.3745498657, weight_update_time: 0.0944722891, other_time: 1.9315452576
epoch time: 7.0513458252s, input_fired_time: 0.1181084812, output_fired_time: 0.0000000000, propagate_forward_time: 6.5956459045, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3375916481
validation[          , genome  5800] predictions:    9736/  10000 (97.36%), best:    9771/10000 (97.71%), error:       853.50421, best error:       749.81049 on epoch:    55, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 86.5159225464s, input_fired_time: 1.1041526794, output_fired_time: 0.6512361169, propagate_forward_time: 33.0847930908, propagate_backward_time: 49.7454452515, weight_update_time: 0.0948164389, other_time: 1.9302978516
epoch time: 7.0594358444s, input_fired_time: 0.1184123307, output_fired_time: 0.0000000000, propagate_forward_time: 6.6046934128, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3363299370
validation[          , genome  5800] predictions:    9738/  10000 (97.38%), best:    9771/10000 (97.71%), error:       903.90448, best error:       749.81049 on epoch:    55, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 86.6901016235s, input_fired_time: 1.1038166285, output_fired_time: 0.6601535082, propagate_forward_time: 33.3021697998, propagate_backward_time: 49.6469497681, weight_update_time: 0.0941748694, other_time: 1.9770126343
epoch time: 7.2071719170s, input_fired_time: 0.1179321557, output_fired_time: 0.0000000000, propagate_forward_time: 6.7327151299, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3565244675
validation[          , genome  5800] predictions:    9752/  10000 (97.52%), best:    9771/10000 (97.71%), error:       884.42944, best error:       749.81049 on epoch:    55, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 87.3864364624s, input_fired_time: 1.1152271032, output_fired_time: 0.6777511835, propagate_forward_time: 33.5001907349, propagate_backward_time: 50.0964927673, weight_update_time: 0.0925703868, other_time: 1.9967765808
epoch time: 7.0395998955s, input_fired_time: 0.1168909371, output_fired_time: 0.0000000000, propagate_forward_time: 6.5857934952, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3369154930
validation[          , genome  5800] predictions:    9705/  10000 (97.05%), best:    9771/10000 (97.71%), error:       988.90515, best error:       749.81049 on epoch:    55, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 86.9414520264s, input_fired_time: 1.1042723656, output_fired_time: 0.6533426046, propagate_forward_time: 33.3878288269, propagate_backward_time: 49.8683662415, weight_update_time: 0.0934094712, other_time: 1.9276428223
epoch time: 7.0484385490s, input_fired_time: 0.1175079271, output_fired_time: 0.0000000000, propagate_forward_time: 6.5934033394, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3375272751
validation[          , genome  5800] predictions:    9711/  10000 (97.11%), best:    9771/10000 (97.71%), error:       945.16797, best error:       749.81049 on epoch:    55, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 86.2743530273s, input_fired_time: 1.1027528048, output_fired_time: 0.6761971116, propagate_forward_time: 33.1499137878, propagate_backward_time: 49.4200973511, weight_update_time: 0.0908834860, other_time: 1.9253883362
epoch time: 7.0806317329s, input_fired_time: 0.1199430749, output_fired_time: 0.0000000000, propagate_forward_time: 6.6174588203, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3432297707
validation[          , genome  5800] predictions:    9774/  10000 (97.74%), best:    9771/10000 (97.71%), error:       824.14728, best error:       749.81049 on epoch:    55, 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: 35.4710769653s, input_fired_time: 0.5805264711, output_fired_time: 0.0000000000, propagate_forward_time: 33.1201438904, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7704048157
best training[          , genome  5800] predictions:   49601/  50000 (99.20%), best:    9771/10000 (97.71%), error:      1595.70837, best error:       749.81049 on epoch:    55, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
evaluating best weights on test data.
evaluting test set with running mean/variance:
epoch time: 7.0898499489s, input_fired_time: 0.1141291335, output_fired_time: 0.0000000000, propagate_forward_time: 6.6328577995, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3428630829
   testing[          , genome  5800] predictions:    9788/  10000 (97.88%), best:    9771/10000 (97.71%), error:       714.55579, best error:       749.81049 on epoch:    55, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
22:38:47 (11591): called boinc_finish(0)

</stderr_txt>
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