Nameexact_genome_1512568488_43_7078_0
Workunit2606664
Created7 Dec 2017, 23:40:41 UTC
Sent7 Dec 2017, 23:49:18 UTC
Report deadline14 Dec 2017, 21:37:58 UTC
Received8 Dec 2017, 12:45:51 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID65413
Run time2 hours 52 min 38 sec
CPU time2 hours 52 min 35 sec
Validate stateValid
Credit1,727.20
Device peak FLOPS3.77 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size149.43 MB
Peak swap size151.32 MB
Peak disk usage1.09 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
, mu: 0.7384625077, learning_rate: 0.0064167744, weight_decay: 0.0002566710

epoch time: 81.7932968140s, input_fired_time: 0.7313364148, output_fired_time: 0.4832361341, propagate_forward_time: 32.7569351196, propagate_backward_time: 45.8845672607, weight_update_time: 0.0922304690, other_time: 1.9372177124
epoch time: 8.5474500656s, input_fired_time: 0.0904360041, output_fired_time: 0.0000000000, propagate_forward_time: 8.0861301422, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3708839417
validation[          , genome  7078] predictions:    9616/  10000 (96.16%), best:    9668/10000 (96.68%), error:      1262.65479, best error:      1102.47461 on epoch:     8, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 96.9441528320s, input_fired_time: 0.7822579741, output_fired_time: 0.5387198329, propagate_forward_time: 38.9688606262, propagate_backward_time: 54.5475044250, weight_update_time: 0.1028332114, other_time: 2.1068115234
epoch time: 9.9515247345s, input_fired_time: 0.1060962975, output_fired_time: 0.0000000000, propagate_forward_time: 9.4125709534, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4328575134
validation[          , genome  7078] predictions:    9688/  10000 (96.88%), best:    9688/10000 (96.88%), error:      1060.25342, best error:      1060.25342 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 93.2573547363s, input_fired_time: 0.7614843249, output_fired_time: 0.5182511806, propagate_forward_time: 37.3945655823, propagate_backward_time: 52.5528411865, weight_update_time: 0.0987518132, other_time: 2.0302162170
epoch time: 7.7144975662s, input_fired_time: 0.0842288882, output_fired_time: 0.0000000000, propagate_forward_time: 7.2835364342, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3467321396
validation[          , genome  7078] predictions:    9679/  10000 (96.79%), best:    9688/10000 (96.88%), error:      1135.03687, best error:      1060.25342 on epoch:    15, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 93.5442886353s, input_fired_time: 0.7584385276, output_fired_time: 0.5231178403, propagate_forward_time: 37.5967483521, propagate_backward_time: 52.6238327026, weight_update_time: 0.0978218317, other_time: 2.0421524048
epoch time: 7.6387677193s, input_fired_time: 0.0815339983, output_fired_time: 0.0000000000, propagate_forward_time: 7.2101888657, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3470449448
validation[          , genome  7078] predictions:    9688/  10000 (96.88%), best:    9688/10000 (96.88%), error:      1030.08508, best error:      1030.08508 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 95.3306198120s, input_fired_time: 0.7610394955, output_fired_time: 0.5294767022, propagate_forward_time: 38.1108474731, propagate_backward_time: 53.8504257202, weight_update_time: 0.0993814319, other_time: 2.0788269043
epoch time: 8.4278793335s, input_fired_time: 0.0884963423, output_fired_time: 0.0000000000, propagate_forward_time: 7.9638066292, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3755764961
validation[          , genome  7078] predictions:    9700/  10000 (97.00%), best:    9688/10000 (96.88%), error:      1056.04163, best error:      1030.08508 on epoch:    17, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 94.4242095947s, input_fired_time: 0.7600186467, output_fired_time: 0.5254958272, propagate_forward_time: 37.7358818054, propagate_backward_time: 53.3812904358, weight_update_time: 0.0987198427, other_time: 2.0215225220
epoch time: 7.5836553574s, input_fired_time: 0.0810379460, output_fired_time: 0.0000000000, propagate_forward_time: 7.1627326012, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3398847580
validation[          , genome  7078] predictions:    9653/  10000 (96.53%), best:    9688/10000 (96.88%), error:      1149.41919, best error:      1030.08508 on epoch:    17, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 93.0576858521s, input_fired_time: 0.7549611330, output_fired_time: 0.5224039555, propagate_forward_time: 37.3938674927, propagate_backward_time: 52.3956985474, weight_update_time: 0.0975027382, other_time: 1.9907531738
epoch time: 7.6990818977s, input_fired_time: 0.0828391761, output_fired_time: 0.0000000000, propagate_forward_time: 7.2759795189, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3402633667
validation[          , genome  7078] predictions:    9497/  10000 (94.97%), best:    9688/10000 (96.88%), error:      1700.34973, best error:      1030.08508 on epoch:    17, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 93.9250030518s, input_fired_time: 0.7610345483, output_fired_time: 0.5257488489, propagate_forward_time: 37.4298744202, propagate_backward_time: 53.1764259338, weight_update_time: 0.0997264683, other_time: 2.0319213867
epoch time: 7.7130441666s, input_fired_time: 0.0898622125, output_fired_time: 0.0000000000, propagate_forward_time: 7.2470254898, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3761563301
validation[          , genome  7078] predictions:    9707/  10000 (97.07%), best:    9707/10000 (97.07%), error:       991.99426, best error:       991.99426 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 88.0879898071s, input_fired_time: 0.7505241632, output_fired_time: 0.5007401705, propagate_forward_time: 35.5129776001, propagate_backward_time: 49.2954177856, weight_update_time: 0.0973537564, other_time: 2.0283279419
epoch time: 7.4632225037s, input_fired_time: 0.0803534910, output_fired_time: 0.0000000000, propagate_forward_time: 7.0477380753, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3351311684
validation[          , genome  7078] predictions:    9702/  10000 (97.02%), best:    9707/10000 (97.07%), error:      1067.51904, best error:       991.99426 on epoch:    21, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 103.6494979858s, input_fired_time: 0.8047994375, output_fired_time: 0.5726249218, propagate_forward_time: 41.5965919495, propagate_backward_time: 58.5015258789, weight_update_time: 0.1069835052, other_time: 2.1739540100
epoch time: 9.6327505112s, input_fired_time: 0.1033150405, output_fired_time: 0.0000000000, propagate_forward_time: 9.1074857712, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4219493866
validation[          , genome  7078] predictions:    9582/  10000 (95.82%), best:    9707/10000 (97.07%), error:      1418.32532, best error:       991.99426 on epoch:    21, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 95.2669448853s, input_fired_time: 0.7691158056, output_fired_time: 0.5325422287, propagate_forward_time: 38.1135597229, propagate_backward_time: 53.8024253845, weight_update_time: 0.1003418341, other_time: 2.0493011475
epoch time: 7.3556113243s, input_fired_time: 0.0800471902, output_fired_time: 0.0000000000, propagate_forward_time: 6.9437236786, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3318405151
validation[          , genome  7078] predictions:    9615/  10000 (96.15%), best:    9707/10000 (97.07%), error:      1287.27429, best error:       991.99426 on epoch:    21, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 91.6447525024s, input_fired_time: 0.7553750873, output_fired_time: 0.5158891082, propagate_forward_time: 36.7314872742, propagate_backward_time: 51.6150093079, weight_update_time: 0.0978055298, other_time: 2.0269851685
epoch time: 6.7838287354s, input_fired_time: 0.0784574375, output_fired_time: 0.0000000000, propagate_forward_time: 6.3894281387, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3159432411
validation[          , genome  7078] predictions:    9668/  10000 (96.68%), best:    9707/10000 (97.07%), error:      1120.23328, best error:       991.99426 on epoch:    21, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 93.1454544067s, input_fired_time: 0.7695862055, output_fired_time: 0.5204277635, propagate_forward_time: 37.4119644165, propagate_backward_time: 52.3820762634, weight_update_time: 0.1001315564, other_time: 2.0613975525
epoch time: 7.2958621979s, input_fired_time: 0.0798643306, output_fired_time: 0.0000000000, propagate_forward_time: 6.8872098923, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3287878036
validation[          , genome  7078] predictions:    9670/  10000 (96.70%), best:    9707/10000 (97.07%), error:      1107.89087, best error:       991.99426 on epoch:    21, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 84.0794219971s, input_fired_time: 0.7415298820, output_fired_time: 0.4848283231, propagate_forward_time: 34.0090217590, propagate_backward_time: 46.8669166565, weight_update_time: 0.0928801522, other_time: 1.9771270752
epoch time: 7.0886554718s, input_fired_time: 0.0853833631, output_fired_time: 0.0000000000, propagate_forward_time: 6.6612386703, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3420333862
validation[          , genome  7078] predictions:    9680/  10000 (96.80%), best:    9707/10000 (97.07%), error:      1081.15076, best error:       991.99426 on epoch:    21, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 95.3356781006s, input_fired_time: 0.7903923392, output_fired_time: 0.5293952823, propagate_forward_time: 38.4427833557, propagate_backward_time: 53.4174423218, weight_update_time: 0.1037293822, other_time: 2.1556663513
epoch time: 8.7434949875s, input_fired_time: 0.0920982137, output_fired_time: 0.0000000000, propagate_forward_time: 8.2748422623, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3765544891
validation[          , genome  7078] predictions:    9660/  10000 (96.60%), best:    9707/10000 (97.07%), error:      1089.62781, best error:       991.99426 on epoch:    21, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 96.9161605835s, input_fired_time: 0.7779836655, output_fired_time: 0.5337478518, propagate_forward_time: 39.0875244141, propagate_backward_time: 54.4573936462, weight_update_time: 0.1003453732, other_time: 2.0595130920
epoch time: 9.4372205734s, input_fired_time: 0.0958091840, output_fired_time: 0.0000000000, propagate_forward_time: 8.9407625198, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4006490707
validation[          , genome  7078] predictions:    9697/  10000 (96.97%), best:    9707/10000 (97.07%), error:      1040.97437, best error:       991.99426 on epoch:    21, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 101.9651184082s, input_fired_time: 0.8084760308, output_fired_time: 0.5553437471, propagate_forward_time: 41.1419181824, propagate_backward_time: 57.3397064209, weight_update_time: 0.1059762836, other_time: 2.1196708679
epoch time: 8.9624795914s, input_fired_time: 0.0942704380, output_fired_time: 0.0000000000, propagate_forward_time: 8.4814252853, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3867835999
validation[          , genome  7078] predictions:    9658/  10000 (96.58%), best:    9707/10000 (97.07%), error:      1088.81067, best error:       991.99426 on epoch:    21, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 95.1208343506s, input_fired_time: 0.7819404602, output_fired_time: 0.5280089378, propagate_forward_time: 38.4409828186, propagate_backward_time: 53.3494110107, weight_update_time: 0.1000750661, other_time: 2.0204963684
epoch time: 9.3930320740s, input_fired_time: 0.0953466967, output_fired_time: 0.0000000000, propagate_forward_time: 8.9014530182, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3962326050
validation[          , genome  7078] predictions:    9687/  10000 (96.87%), best:    9707/10000 (97.07%), error:       993.28113, best error:       991.99426 on epoch:    21, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 80.0184097290s, input_fired_time: 0.7200901508, output_fired_time: 0.4586361647, propagate_forward_time: 31.9558277130, propagate_backward_time: 45.0120697021, weight_update_time: 0.0894872472, other_time: 1.8717880249
epoch time: 7.8415884972s, input_fired_time: 0.0861891955, output_fired_time: 0.0000000000, propagate_forward_time: 7.4054517746, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3499474525
validation[          , genome  7078] predictions:    9656/  10000 (96.56%), best:    9707/10000 (97.07%), error:      1139.09229, best error:       991.99426 on epoch:    21, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 88.2060089111s, input_fired_time: 0.7396824956, output_fired_time: 0.5006716251, propagate_forward_time: 35.3172569275, propagate_backward_time: 49.7474594116, weight_update_time: 0.0927813053, other_time: 1.9009361267
epoch time: 7.4811825752s, input_fired_time: 0.0798218697, output_fired_time: 0.0000000000, propagate_forward_time: 7.0711402893, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3302202225
validation[          , genome  7078] predictions:    9685/  10000 (96.85%), best:    9685/10000 (96.85%), error:       975.17090, best error:       975.17090 on epoch:    33, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 101.2039718628s, input_fired_time: 0.7977766991, output_fired_time: 0.5517751575, propagate_forward_time: 40.8492012024, propagate_backward_time: 56.9389533997, weight_update_time: 0.1037295088, other_time: 2.0662689209
epoch time: 7.6091232300s, input_fired_time: 0.0877978355, output_fired_time: 0.0000000000, propagate_forward_time: 7.1663613319, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3549642563
validation[          , genome  7078] predictions:    9691/  10000 (96.91%), best:    9685/10000 (96.85%), error:      1030.54626, best error:       975.17090 on epoch:    33, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 94.0032196045s, input_fired_time: 0.7819511294, output_fired_time: 0.5229013562, propagate_forward_time: 37.7674827576, propagate_backward_time: 52.8930473328, weight_update_time: 0.1008398086, other_time: 2.0378341675
epoch time: 7.7243762016s, input_fired_time: 0.0819076449, output_fired_time: 0.0000000000, propagate_forward_time: 7.3005824089, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3418860435
validation[          , genome  7078] predictions:    9664/  10000 (96.64%), best:    9685/10000 (96.85%), error:      1110.65381, best error:       975.17090 on epoch:    33, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 90.4134063721s, input_fired_time: 0.7769074440, output_fired_time: 0.5135645270, propagate_forward_time: 36.7972259521, propagate_backward_time: 50.3312683105, weight_update_time: 0.0966881216, other_time: 1.9944381714
epoch time: 6.9420490265s, input_fired_time: 0.0786471441, output_fired_time: 0.0000000000, propagate_forward_time: 6.5473623276, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3160395622
validation[          , genome  7078] predictions:    9652/  10000 (96.52%), best:    9685/10000 (96.85%), error:      1055.01306, best error:       975.17090 on epoch:    33, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 101.1863479614s, input_fired_time: 0.8129298091, output_fired_time: 0.5551482439, propagate_forward_time: 40.5523948669, propagate_backward_time: 57.1274299622, weight_update_time: 0.1071148291, other_time: 2.1384506226
epoch time: 8.9186573029s, input_fired_time: 0.0947649106, output_fired_time: 0.0000000000, propagate_forward_time: 8.4372224808, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3866701126
validation[          , genome  7078] predictions:    9717/  10000 (97.17%), best:    9717/10000 (97.17%), error:       951.87946, best error:       951.87946 on epoch:    37, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 90.4894714355s, input_fired_time: 0.7627896070, output_fired_time: 0.5014774799, propagate_forward_time: 36.5572433472, propagate_backward_time: 50.7015457153, weight_update_time: 0.0967614576, other_time: 1.9664154053
epoch time: 7.8699417114s, input_fired_time: 0.0869150981, output_fired_time: 0.0000000000, propagate_forward_time: 7.4299049377, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3531217575
validation[          , genome  7078] predictions:    9677/  10000 (96.77%), best:    9717/10000 (97.17%), error:       960.66931, best error:       951.87946 on epoch:    37, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 83.5015945435s, input_fired_time: 0.7392817140, output_fired_time: 0.4810117483, propagate_forward_time: 33.4228363037, propagate_backward_time: 46.9419555664, weight_update_time: 0.0926650614, other_time: 1.9165115356
epoch time: 6.8606896400s, input_fired_time: 0.0793821514, output_fired_time: 0.0000000000, propagate_forward_time: 6.4591794014, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3221282959
validation[          , genome  7078] predictions:    9677/  10000 (96.77%), best:    9717/10000 (97.17%), error:      1059.65295, best error:       951.87946 on epoch:    37, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 87.3087081909s, input_fired_time: 0.7631053329, output_fired_time: 0.4972705245, propagate_forward_time: 35.2670326233, propagate_backward_time: 48.7802772522, weight_update_time: 0.0964378193, other_time: 2.0010223389
epoch time: 8.8848772049s, input_fired_time: 0.0956044942, output_fired_time: 0.0000000000, propagate_forward_time: 8.4031581879, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3861141205
validation[          , genome  7078] predictions:    9681/  10000 (96.81%), best:    9717/10000 (97.17%), error:      1074.53369, best error:       951.87946 on epoch:    37, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 101.2554092407s, input_fired_time: 0.8082743883, output_fired_time: 0.5549201965, propagate_forward_time: 40.7071685791, propagate_backward_time: 57.0680274963, weight_update_time: 0.1040930450, other_time: 2.1170158386
epoch time: 9.2698259354s, input_fired_time: 0.0954611599, output_fired_time: 0.0000000000, propagate_forward_time: 8.7783241272, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3960409164
validation[          , genome  7078] predictions:    9696/  10000 (96.96%), best:    9717/10000 (97.17%), error:      1004.97687, best error:       951.87946 on epoch:    37, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 101.6208724976s, input_fired_time: 0.8010193706, output_fired_time: 0.5573623776, propagate_forward_time: 40.6920509338, propagate_backward_time: 57.4497947693, weight_update_time: 0.1035273001, other_time: 2.1206436157
epoch time: 8.6406068802s, input_fired_time: 0.0917919129, output_fired_time: 0.0000000000, propagate_forward_time: 8.1711864471, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3776283264
validation[          , genome  7078] predictions:    9697/  10000 (96.97%), best:    9717/10000 (97.17%), error:      1051.16821, best error:       951.87946 on epoch:    37, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 100.4398574829s, input_fired_time: 0.7943035364, output_fired_time: 0.5489562154, propagate_forward_time: 40.3601264954, propagate_backward_time: 56.6550407410, weight_update_time: 0.1030159146, other_time: 2.0814285278
epoch time: 7.7360358238s, input_fired_time: 0.0829747170, output_fired_time: 0.0000000000, propagate_forward_time: 7.3122491837, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3408117294
validation[          , genome  7078] predictions:    9721/  10000 (97.21%), best:    9717/10000 (97.17%), error:       971.82312, best error:       951.87946 on epoch:    37, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 97.4758071899s, input_fired_time: 0.7959085703, output_fired_time: 0.5474553108, propagate_forward_time: 39.1966323853, propagate_backward_time: 54.8741645813, weight_update_time: 0.1018000171, other_time: 2.0616493225
epoch time: 9.0930690765s, input_fired_time: 0.0972033888, output_fired_time: 0.0000000000, propagate_forward_time: 8.6034984589, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3923673630
validation[          , genome  7078] predictions:    9714/  10000 (97.14%), best:    9714/10000 (97.14%), error:       938.58911, best error:       938.58911 on epoch:    44, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 89.7773132324s, input_fired_time: 0.7679931521, output_fired_time: 0.5040009618, propagate_forward_time: 35.8184356689, propagate_backward_time: 50.6871757507, weight_update_time: 0.0977506116, other_time: 1.9997138977
epoch time: 6.7941083908s, input_fired_time: 0.0778433233, output_fired_time: 0.0000000000, propagate_forward_time: 6.3985986710, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3176665306
validation[          , genome  7078] predictions:    9657/  10000 (96.57%), best:    9714/10000 (97.14%), error:      1103.49561, best error:       938.58911 on epoch:    44, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 98.2412261963s, input_fired_time: 0.7863959670, output_fired_time: 0.5412266254, propagate_forward_time: 39.2524070740, propagate_backward_time: 55.6086235046, weight_update_time: 0.1011134610, other_time: 2.0525741577
epoch time: 8.5772876740s, input_fired_time: 0.0933235660, output_fired_time: 0.0000000000, propagate_forward_time: 8.1073160172, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3766479492
validation[          , genome  7078] predictions:    9677/  10000 (96.77%), best:    9714/10000 (97.14%), error:      1057.25220, best error:       938.58911 on epoch:    44, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 100.0216598511s, input_fired_time: 0.7957987189, output_fired_time: 0.5515434146, propagate_forward_time: 40.2061996460, propagate_backward_time: 56.4253120422, weight_update_time: 0.1022270173, other_time: 2.0428047180
epoch time: 8.7620811462s, input_fired_time: 0.0906541124, output_fired_time: 0.0000000000, propagate_forward_time: 8.2971963882, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3742303848
validation[          , genome  7078] predictions:    9689/  10000 (96.89%), best:    9714/10000 (97.14%), error:       986.79089, best error:       938.58911 on epoch:    44, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 111.0277786255s, input_fired_time: 0.8477686644, output_fired_time: 0.5945790410, propagate_forward_time: 44.6228332520, propagate_backward_time: 62.7332839966, weight_update_time: 0.1133342758, other_time: 2.2293090820
epoch time: 8.8706169128s, input_fired_time: 0.0933946297, output_fired_time: 0.0000000000, propagate_forward_time: 8.3934793472, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3837432861
validation[          , genome  7078] predictions:    9688/  10000 (96.88%), best:    9714/10000 (97.14%), error:       988.79065, best error:       938.58911 on epoch:    44, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 84.8909988403s, input_fired_time: 0.7453985810, output_fired_time: 0.4896844029, propagate_forward_time: 33.9976959229, propagate_backward_time: 47.7554626465, weight_update_time: 0.0923805088, other_time: 1.9027557373
epoch time: 7.0788021088s, input_fired_time: 0.0806754678, output_fired_time: 0.0000000000, propagate_forward_time: 6.6771602631, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3209662437
validation[          , genome  7078] predictions:    9726/  10000 (97.26%), best:    9714/10000 (97.14%), error:       961.23578, best error:       938.58911 on epoch:    44, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 88.1761779785s, input_fired_time: 0.7386350036, output_fired_time: 0.4940932095, propagate_forward_time: 35.3228340149, propagate_backward_time: 49.7692794800, weight_update_time: 0.0913433433, other_time: 1.8513374329
epoch time: 7.4377551079s, input_fired_time: 0.0809665099, output_fired_time: 0.0000000000, propagate_forward_time: 7.0272974968, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3294911385
validation[          , genome  7078] predictions:    9703/  10000 (97.03%), best:    9714/10000 (97.14%), error:       992.85626, best error:       938.58911 on epoch:    44, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 87.0610580444s, input_fired_time: 0.7316505909, output_fired_time: 0.5001659989, propagate_forward_time: 34.9243202209, propagate_backward_time: 49.0991706848, weight_update_time: 0.0894288495, other_time: 1.8057479858
epoch time: 7.4142575264s, input_fired_time: 0.0800822750, output_fired_time: 0.0000000000, propagate_forward_time: 7.0076498985, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3265252113
validation[          , genome  7078] predictions:    9712/  10000 (97.12%), best:    9714/10000 (97.14%), error:       977.92590, best error:       938.58911 on epoch:    44, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 90.4470214844s, input_fired_time: 0.7473701239, output_fired_time: 0.5029978752, propagate_forward_time: 36.0345611572, propagate_backward_time: 51.2544898987, weight_update_time: 0.0950096175, other_time: 1.9076042175
epoch time: 9.4375619888s, input_fired_time: 0.0963284522, output_fired_time: 0.0000000000, propagate_forward_time: 8.9421901703, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3990430832
validation[          , genome  7078] predictions:    9731/  10000 (97.31%), best:    9731/10000 (97.31%), error:       903.53186, best error:       903.53186 on epoch:    52, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 97.8381958008s, input_fired_time: 0.7960183620, output_fired_time: 0.5420441628, propagate_forward_time: 39.2837142944, propagate_backward_time: 55.1559066772, weight_update_time: 0.1026361436, other_time: 2.0605087280
epoch time: 7.0049405098s, input_fired_time: 0.0826522261, output_fired_time: 0.0000000000, propagate_forward_time: 6.5927071571, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3295812607
validation[          , genome  7078] predictions:    9732/  10000 (97.32%), best:    9732/10000 (97.32%), error:       897.18762, best error:       897.18762 on epoch:    53, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 98.3369445801s, input_fired_time: 0.7903246284, output_fired_time: 0.5398439169, propagate_forward_time: 39.4380531311, propagate_backward_time: 55.4885749817, weight_update_time: 0.1015332341, other_time: 2.0801544189
epoch time: 7.1174602509s, input_fired_time: 0.0789800137, output_fired_time: 0.0000000000, propagate_forward_time: 6.7130780220, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3254022598
validation[          , genome  7078] predictions:    9720/  10000 (97.20%), best:    9732/10000 (97.32%), error:       943.18610, best error:       897.18762 on epoch:    53, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 91.4578704834s, input_fired_time: 0.7586995959, output_fired_time: 0.5127078295, propagate_forward_time: 36.6573143005, propagate_backward_time: 51.5902290344, weight_update_time: 0.0941523686, other_time: 1.9389190674
epoch time: 7.6843032837s, input_fired_time: 0.0819636211, output_fired_time: 0.0000000000, propagate_forward_time: 7.2594394684, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3429002762
validation[          , genome  7078] predictions:    9674/  10000 (96.74%), best:    9732/10000 (97.32%), error:      1127.33472, best error:       897.18762 on epoch:    53, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 97.1327590942s, input_fired_time: 0.7860287428, output_fired_time: 0.5380506516, propagate_forward_time: 39.2414894104, propagate_backward_time: 54.5553359985, weight_update_time: 0.0997071192, other_time: 2.0118598938
epoch time: 7.7171177864s, input_fired_time: 0.0832815543, output_fired_time: 0.0000000000, propagate_forward_time: 7.2984299660, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3354063034
validation[          , genome  7078] predictions:    9763/  10000 (97.63%), best:    9763/10000 (97.63%), error:       852.76825, best error:       852.76825 on epoch:    56, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 93.4914398193s, input_fired_time: 0.7685066462, output_fired_time: 0.5244532228, propagate_forward_time: 37.3262023926, propagate_backward_time: 52.9060058594, weight_update_time: 0.0973886475, other_time: 1.9662704468
epoch time: 7.5614900589s, input_fired_time: 0.0816050395, output_fired_time: 0.0000000000, propagate_forward_time: 7.1451530457, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3347320557
validation[          , genome  7078] predictions:    9715/  10000 (97.15%), best:    9763/10000 (97.63%), error:       979.59247, best error:       852.76825 on epoch:    56, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 94.8632125854s, input_fired_time: 0.7953810692, output_fired_time: 0.5235096812, propagate_forward_time: 38.0561676025, propagate_backward_time: 53.4346084595, weight_update_time: 0.1017050669, other_time: 2.0535507202
epoch time: 6.9941534996s, input_fired_time: 0.0820700079, output_fired_time: 0.0000000000, propagate_forward_time: 6.5842981339, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3277854919
validation[          , genome  7078] predictions:    9718/  10000 (97.18%), best:    9763/10000 (97.63%), error:       965.13934, best error:       852.76825 on epoch:    56, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 98.0128707886s, input_fired_time: 0.7821835279, output_fired_time: 0.5376920104, propagate_forward_time: 39.1023979187, propagate_backward_time: 55.5415039062, weight_update_time: 0.1013968289, other_time: 2.0490989685
epoch time: 9.3612356186s, input_fired_time: 0.0956944376, output_fired_time: 0.0000000000, propagate_forward_time: 8.8715438843, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3939971924
validation[          , genome  7078] predictions:    9688/  10000 (96.88%), best:    9763/10000 (97.63%), error:      1026.63672, best error:       852.76825 on epoch:    56, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 106.4128036499s, input_fired_time: 0.8352703452, output_fired_time: 0.5720688105, propagate_forward_time: 42.8163261414, propagate_backward_time: 59.9600410461, weight_update_time: 0.1114228591, other_time: 2.2290954590
epoch time: 7.4434528351s, input_fired_time: 0.0811066628, output_fired_time: 0.0000000000, propagate_forward_time: 7.0331869125, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3291592598
validation[          , genome  7078] predictions:    9710/  10000 (97.10%), best:    9763/10000 (97.63%), error:       955.68231, best error:       852.76825 on epoch:    56, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 93.1275939941s, input_fired_time: 0.7592298388, output_fired_time: 0.5179388523, propagate_forward_time: 37.1322669983, propagate_backward_time: 52.7710151672, weight_update_time: 0.0969799310, other_time: 1.9471435547
epoch time: 7.1039886475s, input_fired_time: 0.0779997930, output_fired_time: 0.0000000000, propagate_forward_time: 6.7103276253, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3156614304
validation[          , genome  7078] predictions:    9701/  10000 (97.01%), best:    9763/10000 (97.63%), error:       965.48804, best error:       852.76825 on epoch:    56, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 97.1591796875s, input_fired_time: 0.7880595922, output_fired_time: 0.5371755958, propagate_forward_time: 39.2990226746, propagate_backward_time: 54.5018424988, weight_update_time: 0.1013237387, other_time: 2.0330734253
epoch time: 8.8907661438s, input_fired_time: 0.0957089216, output_fired_time: 0.0000000000, propagate_forward_time: 8.4101505280, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3849067688
validation[          , genome  7078] predictions:    9695/  10000 (96.95%), best:    9763/10000 (97.63%), error:       982.78070, best error:       852.76825 on epoch:    56, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 98.2568740845s, input_fired_time: 0.7985032797, output_fired_time: 0.5421971083, propagate_forward_time: 39.0818367004, propagate_backward_time: 55.7158241272, weight_update_time: 0.1055128798, other_time: 2.1185150146
epoch time: 7.0886049271s, input_fired_time: 0.0820064619, output_fired_time: 0.0000000000, propagate_forward_time: 6.6799845695, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3266139030
validation[          , genome  7078] predictions:    9622/  10000 (96.22%), best:    9763/10000 (97.63%), error:      1265.96228, best error:       852.76825 on epoch:    56, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 82.5524826050s, input_fired_time: 0.7354809046, output_fired_time: 0.4750268459, propagate_forward_time: 33.4950904846, propagate_backward_time: 45.9439773560, weight_update_time: 0.0922108889, other_time: 1.9029045105
epoch time: 6.6686372757s, input_fired_time: 0.0770792291, output_fired_time: 0.0000000000, propagate_forward_time: 6.2797336578, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3118243217
validation[          , genome  7078] predictions:    9723/  10000 (97.23%), best:    9763/10000 (97.63%), error:       922.98749, best error:       852.76825 on epoch:    56, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 87.8530197144s, input_fired_time: 0.7368087173, output_fired_time: 0.4999589324, propagate_forward_time: 35.1883087158, propagate_backward_time: 49.5844879150, weight_update_time: 0.0906335041, other_time: 1.8434524536
epoch time: 7.2846698761s, input_fired_time: 0.0802371427, output_fired_time: 0.0000000000, propagate_forward_time: 6.8781161308, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3263168335
validation[          , genome  7078] predictions:    9707/  10000 (97.07%), best:    9763/10000 (97.63%), error:       969.40063, best error:       852.76825 on epoch:    56, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 87.8399658203s, input_fired_time: 0.7631027102, output_fired_time: 0.4913865030, propagate_forward_time: 35.4637489319, propagate_backward_time: 49.1594772339, weight_update_time: 0.0955962837, other_time: 1.9622535706
epoch time: 7.9323787689s, input_fired_time: 0.0852043554, output_fired_time: 0.0000000000, propagate_forward_time: 7.5013957024, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3457789421
validation[          , genome  7078] predictions:    9751/  10000 (97.51%), best:    9763/10000 (97.63%), error:       879.54645, best error:       852.76825 on epoch:    56, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 95.4573440552s, input_fired_time: 0.7842032313, output_fired_time: 0.5285339952, propagate_forward_time: 38.2352485657, propagate_backward_time: 53.8680191040, weight_update_time: 0.0987742767, other_time: 2.0413398743
epoch time: 7.4728460312s, input_fired_time: 0.0826835185, output_fired_time: 0.0000000000, propagate_forward_time: 7.0608773232, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3292851448
validation[          , genome  7078] predictions:    9655/  10000 (96.55%), best:    9763/10000 (97.63%), error:      1122.48889, best error:       852.76825 on epoch:    56, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 94.4875793457s, input_fired_time: 0.7755253911, output_fired_time: 0.5242597461, propagate_forward_time: 37.9921569824, propagate_backward_time: 53.2012786865, weight_update_time: 0.0971050709, other_time: 1.9943542480
epoch time: 9.5410928726s, input_fired_time: 0.0990489870, output_fired_time: 0.0000000000, propagate_forward_time: 9.0400733948, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4019708633
validation[          , genome  7078] predictions:    9745/  10000 (97.45%), best:    9763/10000 (97.63%), error:       910.74017, best error:       852.76825 on epoch:    56, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 100.3880767822s, input_fired_time: 0.8035777211, output_fired_time: 0.5484125614, propagate_forward_time: 40.2650451660, propagate_backward_time: 56.7073249817, weight_update_time: 0.1031333655, other_time: 2.0637092590
epoch time: 7.6898546219s, input_fired_time: 0.0835952908, output_fired_time: 0.0000000000, propagate_forward_time: 7.2704038620, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3358554840
validation[          , genome  7078] predictions:    9655/  10000 (96.55%), best:    9763/10000 (97.63%), error:      1218.43518, best error:       852.76825 on epoch:    56, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 91.1712722778s, input_fired_time: 0.7647878528, output_fired_time: 0.5047985315, propagate_forward_time: 36.6503219604, propagate_backward_time: 51.2951965332, weight_update_time: 0.0967238173, other_time: 1.9561691284
epoch time: 7.7377300262s, input_fired_time: 0.0835439190, output_fired_time: 0.0000000000, propagate_forward_time: 7.3181700706, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3360161781
validation[          , genome  7078] predictions:    9585/  10000 (95.85%), best:    9763/10000 (97.63%), error:      1270.44836, best error:       852.76825 on epoch:    56, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 84.4936294556s, input_fired_time: 0.7471236587, output_fired_time: 0.4771575034, propagate_forward_time: 33.6797370911, propagate_backward_time: 47.6414184570, weight_update_time: 0.0943709612, other_time: 1.9481925964
epoch time: 9.4423875809s, input_fired_time: 0.0973140225, output_fired_time: 0.0000000000, propagate_forward_time: 8.9489355087, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3961381912
validation[          , genome  7078] predictions:    9712/  10000 (97.12%), best:    9763/10000 (97.63%), error:       951.69989, best error:       852.76825 on epoch:    56, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 106.3664474487s, input_fired_time: 0.8362185359, output_fired_time: 0.5748413205, propagate_forward_time: 43.0019989014, propagate_backward_time: 59.7856521606, weight_update_time: 0.1088695750, other_time: 2.1677322388
epoch time: 9.9103231430s, input_fired_time: 0.1012725681, output_fired_time: 0.0000000000, propagate_forward_time: 9.3964719772, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4125785828
validation[          , genome  7078] predictions:    9715/  10000 (97.15%), best:    9763/10000 (97.63%), error:       917.71899, best error:       852.76825 on epoch:    56, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 88.1875915527s, input_fired_time: 0.7453114986, output_fired_time: 0.4944705665, propagate_forward_time: 35.2860755920, propagate_backward_time: 49.8166313171, weight_update_time: 0.0916026086, other_time: 1.8451080322
epoch time: 7.1047983170s, input_fired_time: 0.0828868821, output_fired_time: 0.0000000000, propagate_forward_time: 6.6935567856, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3283548355
validation[          , genome  7078] predictions:    9710/  10000 (97.10%), best:    9763/10000 (97.63%), error:       968.82764, best error:       852.76825 on epoch:    56, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 87.0401306152s, input_fired_time: 0.7378214002, output_fired_time: 0.4933052063, propagate_forward_time: 34.7303276062, propagate_backward_time: 49.2546653748, weight_update_time: 0.0897283703, other_time: 1.8240127563
epoch time: 7.2879810333s, input_fired_time: 0.0809435099, output_fired_time: 0.0000000000, propagate_forward_time: 6.8827686310, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3242688179
validation[          , genome  7078] predictions:    9739/  10000 (97.39%), best:    9763/10000 (97.63%), error:       857.91699, best error:       852.76825 on epoch:    56, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 88.2375183105s, input_fired_time: 0.7557243109, output_fired_time: 0.4964793921, propagate_forward_time: 35.4324798584, propagate_backward_time: 49.6324081421, weight_update_time: 0.0945809782, other_time: 1.9204254150
epoch time: 6.8987588882s, input_fired_time: 0.0801729634, output_fired_time: 0.0000000000, propagate_forward_time: 6.5066781044, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3119077682
validation[          , genome  7078] predictions:    9735/  10000 (97.35%), best:    9735/10000 (97.35%), error:       849.76239, best error:       849.76239 on epoch:    75, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 90.1675415039s, input_fired_time: 0.7629956603, output_fired_time: 0.4984095097, propagate_forward_time: 36.3119468689, propagate_backward_time: 50.6495018005, weight_update_time: 0.0959430560, other_time: 1.9446868896
epoch time: 9.9289312363s, input_fired_time: 0.1043325365, output_fired_time: 0.0000000000, propagate_forward_time: 9.4068861008, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4177122116
validation[          , genome  7078] predictions:    9732/  10000 (97.32%), best:    9735/10000 (97.35%), error:       904.63049, best error:       849.76239 on epoch:    75, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 96.7020874023s, input_fired_time: 0.7937428355, output_fired_time: 0.5367697477, propagate_forward_time: 38.8434982300, propagate_backward_time: 54.5301017761, weight_update_time: 0.0996147841, other_time: 1.9979820251
epoch time: 7.7034640312s, input_fired_time: 0.0867180601, output_fired_time: 0.0000000000, propagate_forward_time: 7.2702879906, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3464579582
validation[          , genome  7078] predictions:    9706/  10000 (97.06%), best:    9735/10000 (97.35%), error:       952.94287, best error:       849.76239 on epoch:    75, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 99.2580261230s, input_fired_time: 0.8037051558, output_fired_time: 0.5474802852, propagate_forward_time: 39.5112915039, propagate_backward_time: 56.3645095825, weight_update_time: 0.1015192866, other_time: 2.0310440063
epoch time: 7.3346276283s, input_fired_time: 0.0826244131, output_fired_time: 0.0000000000, propagate_forward_time: 6.9292883873, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3227148056
validation[          , genome  7078] predictions:    9713/  10000 (97.13%), best:    9735/10000 (97.35%), error:       913.84802, best error:       849.76239 on epoch:    75, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 95.0945510864s, input_fired_time: 0.7835841775, output_fired_time: 0.5291624665, propagate_forward_time: 38.2124328613, propagate_backward_time: 53.6034774780, weight_update_time: 0.0980161801, other_time: 1.9658966064
epoch time: 9.0205984116s, input_fired_time: 0.0958901793, output_fired_time: 0.0000000000, propagate_forward_time: 8.5431241989, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3815841675
validation[          , genome  7078] predictions:    9715/  10000 (97.15%), best:    9735/10000 (97.35%), error:       945.75726, best error:       849.76239 on epoch:    75, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 95.9956207275s, input_fired_time: 0.7874662280, output_fired_time: 0.5295965075, propagate_forward_time: 38.7414131165, propagate_backward_time: 53.8989753723, weight_update_time: 0.1000345126, other_time: 2.0381698608
epoch time: 7.7619371414s, input_fired_time: 0.0851583779, output_fired_time: 0.0000000000, propagate_forward_time: 7.3358421326, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3409366608
validation[          , genome  7078] predictions:    9727/  10000 (97.27%), best:    9735/10000 (97.35%), error:       866.85266, best error:       849.76239 on epoch:    75, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 101.7210769653s, input_fired_time: 0.8155244589, output_fired_time: 0.5547043681, propagate_forward_time: 40.9659500122, propagate_backward_time: 57.2763557434, weight_update_time: 0.1047702730, other_time: 2.1085472107
epoch time: 9.0444955826s, input_fired_time: 0.0974634513, output_fired_time: 0.0000000000, propagate_forward_time: 8.5536012650, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3934307098
validation[          , genome  7078] predictions:    9703/  10000 (97.03%), best:    9735/10000 (97.35%), error:       991.72888, best error:       849.76239 on epoch:    75, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 93.7779235840s, input_fired_time: 0.7774543762, output_fired_time: 0.5203818083, propagate_forward_time: 37.5614128113, propagate_backward_time: 52.9560317993, weight_update_time: 0.0970657095, other_time: 1.9626502991
epoch time: 7.5501012802s, input_fired_time: 0.0833741277, output_fired_time: 0.0000000000, propagate_forward_time: 7.1313800812, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3353471756
validation[          , genome  7078] predictions:    9687/  10000 (96.87%), best:    9735/10000 (97.35%), error:      1009.02429, best error:       849.76239 on epoch:    75, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 100.0670547485s, input_fired_time: 0.8090644479, output_fired_time: 0.5475199223, propagate_forward_time: 39.9246520996, propagate_backward_time: 56.7201042175, weight_update_time: 0.1036523506, other_time: 2.0657081604
epoch time: 8.4117403030s, input_fired_time: 0.0974362791, output_fired_time: 0.0000000000, propagate_forward_time: 7.9447112083, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3695931435
validation[          , genome  7078] predictions:    9681/  10000 (96.81%), best:    9735/10000 (97.35%), error:      1090.02942, best error:       849.76239 on epoch:    75, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 96.0911636353s, input_fired_time: 0.8011918068, output_fired_time: 0.5320724249, propagate_forward_time: 38.4964065552, propagate_backward_time: 54.2079467773, weight_update_time: 0.1020004079, other_time: 2.0535430908
epoch time: 6.9772691727s, input_fired_time: 0.0842939168, output_fired_time: 0.0000000000, propagate_forward_time: 6.5611133575, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3318619728
validation[          , genome  7078] predictions:    9714/  10000 (97.14%), best:    9735/10000 (97.35%), error:       975.94299, best error:       849.76239 on epoch:    75, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 101.7601165771s, input_fired_time: 0.8168342113, output_fired_time: 0.5548635125, propagate_forward_time: 41.0489845276, propagate_backward_time: 57.2507629395, weight_update_time: 0.1045457572, other_time: 2.0886726379
epoch time: 9.1061506271s, input_fired_time: 0.0996328369, output_fired_time: 0.0000000000, propagate_forward_time: 8.6110153198, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3955020905
validation[          , genome  7078] predictions:    9751/  10000 (97.51%), best:    9751/10000 (97.51%), error:       840.94971, best error:       840.94971 on epoch:    85, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 91.7071380615s, input_fired_time: 0.7681458592, output_fired_time: 0.5141148567, propagate_forward_time: 36.6239509583, propagate_backward_time: 51.8963584900, weight_update_time: 0.0952986628, other_time: 1.9045715332
epoch time: 9.5534429550s, input_fired_time: 0.1024802178, output_fired_time: 0.0000000000, propagate_forward_time: 9.0466709137, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4042921066
validation[          , genome  7078] predictions:    9723/  10000 (97.23%), best:    9751/10000 (97.51%), error:       862.78870, best error:       840.94971 on epoch:    85, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 101.6753082275s, input_fired_time: 0.8180730343, output_fired_time: 0.5554733872, propagate_forward_time: 40.7059211731, propagate_backward_time: 57.5256767273, weight_update_time: 0.1045631319, other_time: 2.0701675415
epoch time: 7.8576092720s, input_fired_time: 0.0900229439, output_fired_time: 0.0000000000, propagate_forward_time: 7.4152822495, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3523039818
validation[          , genome  7078] predictions:    9710/  10000 (97.10%), best:    9751/10000 (97.51%), error:       969.21960, best error:       840.94971 on epoch:    85, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 87.8697662354s, input_fired_time: 0.7479782701, output_fired_time: 0.5010551214, propagate_forward_time: 35.1734313965, propagate_backward_time: 49.6035766602, weight_update_time: 0.0912458599, other_time: 1.8437271118
epoch time: 7.4357695580s, input_fired_time: 0.0832578018, output_fired_time: 0.0000000000, propagate_forward_time: 7.0277433395, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3247685432
validation[          , genome  7078] predictions:    9699/  10000 (96.99%), best:    9751/10000 (97.51%), error:       995.06982, best error:       840.94971 on epoch:    85, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 86.9713134766s, input_fired_time: 0.7582274079, output_fired_time: 0.4922765791, propagate_forward_time: 34.8842468262, propagate_backward_time: 48.9089965820, weight_update_time: 0.0945302546, other_time: 1.9275665283
epoch time: 6.6440649033s, input_fired_time: 0.0827216357, output_fired_time: 0.0000000000, propagate_forward_time: 6.2269182205, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3344249725
validation[          , genome  7078] predictions:    9699/  10000 (96.99%), best:    9751/10000 (97.51%), error:       978.02112, best error:       840.94971 on epoch:    85, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 88.1125030518s, input_fired_time: 0.7688999772, output_fired_time: 0.4927176833, propagate_forward_time: 35.0406532288, propagate_backward_time: 49.8076324463, weight_update_time: 0.0973582193, other_time: 2.0026054382
epoch time: 9.2902936935s, input_fired_time: 0.0981750265, output_fired_time: 0.0000000000, propagate_forward_time: 8.7998180389, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3923006058
validation[          , genome  7078] predictions:    9733/  10000 (97.33%), best:    9751/10000 (97.51%), error:       877.19061, best error:       840.94971 on epoch:    85, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 88.1430892944s, input_fired_time: 0.7549724579, output_fired_time: 0.4930455685, propagate_forward_time: 35.8287887573, propagate_backward_time: 49.2000007629, weight_update_time: 0.0928536057, other_time: 1.8662834167
epoch time: 7.4795761108s, input_fired_time: 0.0835830942, output_fired_time: 0.0000000000, propagate_forward_time: 7.0696902275, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3263030052
validation[          , genome  7078] predictions:    9744/  10000 (97.44%), best:    9751/10000 (97.51%), error:       849.57294, best error:       840.94971 on epoch:    85, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 90.5842666626s, input_fired_time: 0.7695564032, output_fired_time: 0.5074808598, propagate_forward_time: 36.3739433289, propagate_backward_time: 50.9866523743, weight_update_time: 0.0955114588, other_time: 1.9466323853
epoch time: 6.8631525040s, input_fired_time: 0.0805484802, output_fired_time: 0.0000000000, propagate_forward_time: 6.4626703262, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3199338913
validation[          , genome  7078] predictions:    9735/  10000 (97.35%), best:    9751/10000 (97.51%), error:       865.74713, best error:       840.94971 on epoch:    85, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 89.9705505371s, input_fired_time: 0.7518281341, output_fired_time: 0.5012909770, propagate_forward_time: 35.6119041443, propagate_backward_time: 51.1901779175, weight_update_time: 0.0931604877, other_time: 1.9153480530
epoch time: 7.7412958145s, input_fired_time: 0.0859947279, output_fired_time: 0.0000000000, propagate_forward_time: 7.3134450912, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3418560028
validation[          , genome  7078] predictions:    9728/  10000 (97.28%), best:    9751/10000 (97.51%), error:       970.64410, best error:       840.94971 on epoch:    85, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 93.7205734253s, input_fired_time: 0.7740507126, output_fired_time: 0.5203668475, propagate_forward_time: 37.5951080322, propagate_backward_time: 52.8607330322, weight_update_time: 0.0964275599, other_time: 1.9703140259
epoch time: 7.3518161774s, input_fired_time: 0.0823381171, output_fired_time: 0.0000000000, propagate_forward_time: 6.9369778633, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3324999809
validation[          , genome  7078] predictions:    9725/  10000 (97.25%), best:    9751/10000 (97.51%), error:       925.96771, best error:       840.94971 on epoch:    85, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 99.6923370361s, input_fired_time: 0.8045603037, output_fired_time: 0.5465611815, propagate_forward_time: 39.9246749878, propagate_backward_time: 56.3559265137, weight_update_time: 0.1025422364, other_time: 2.0606155396
epoch time: 7.8061347008s, input_fired_time: 0.0864535943, output_fired_time: 0.0000000000, propagate_forward_time: 7.3748116493, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3448696136
validation[          , genome  7078] predictions:    9727/  10000 (97.27%), best:    9751/10000 (97.51%), error:       933.36255, best error:       840.94971 on epoch:    85, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 92.7532653809s, input_fired_time: 0.7771086693, output_fired_time: 0.5154071450, propagate_forward_time: 37.1681900024, propagate_backward_time: 52.3574714661, weight_update_time: 0.0958667919, other_time: 1.9350929260
epoch time: 7.7146577835s, input_fired_time: 0.0843996704, output_fired_time: 0.0000000000, propagate_forward_time: 7.2858729362, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3443851471
validation[          , genome  7078] predictions:    9737/  10000 (97.37%), best:    9751/10000 (97.51%), error:       879.01923, best error:       840.94971 on epoch:    85, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 90.1143569946s, input_fired_time: 0.7651761174, output_fired_time: 0.5057098866, propagate_forward_time: 36.3298988342, propagate_backward_time: 50.6356239319, weight_update_time: 0.0936392695, other_time: 1.8779525757
epoch time: 7.4551606178s, input_fired_time: 0.0833139792, output_fired_time: 0.0000000000, propagate_forward_time: 7.0476303101, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3242163658
validation[          , genome  7078] predictions:    9730/  10000 (97.30%), best:    9751/10000 (97.51%), error:       909.75623, best error:       840.94971 on epoch:    85, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 99.3998489380s, input_fired_time: 0.8144873977, output_fired_time: 0.5473172665, propagate_forward_time: 40.4115486145, propagate_backward_time: 55.5919837952, weight_update_time: 0.1014593318, other_time: 2.0345153809
epoch time: 7.0922040939s, input_fired_time: 0.0857114345, output_fired_time: 0.0000000000, propagate_forward_time: 6.6737780571, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3327145576
validation[          , genome  7078] predictions:    9712/  10000 (97.12%), best:    9751/10000 (97.51%), error:       988.69812, best error:       840.94971 on epoch:    85, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 108.8701629639s, input_fired_time: 0.8565517664, output_fired_time: 0.5857527256, propagate_forward_time: 43.9930763245, propagate_backward_time: 61.2411842346, weight_update_time: 0.1115135923, other_time: 2.1935958862
epoch time: 9.1365280151s, input_fired_time: 0.0967063233, output_fired_time: 0.0000000000, propagate_forward_time: 8.6554450989, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3843765259
validation[          , genome  7078] predictions:    9729/  10000 (97.29%), best:    9751/10000 (97.51%), error:       897.10901, best error:       840.94971 on epoch:    85, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 98.6184997559s, input_fired_time: 0.8045803308, output_fired_time: 0.5438873768, propagate_forward_time: 39.3619728088, propagate_backward_time: 55.8797187805, weight_update_time: 0.1025551856, other_time: 2.0283432007
epoch time: 7.4529185295s, input_fired_time: 0.0832935721, output_fired_time: 0.0000000000, propagate_forward_time: 7.0461373329, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3234877586
validation[          , genome  7078] predictions:    9720/  10000 (97.20%), best:    9751/10000 (97.51%), error:       916.52020, best error:       840.94971 on epoch:    85, 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: 40.1373939514s, input_fired_time: 0.4392801821, output_fired_time: 0.0000000000, propagate_forward_time: 37.9226951599, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7754173279
best training[          , genome  7078] predictions:   49511/  50000 (99.02%), best:    9751/10000 (97.51%), error:      1861.50671, best error:       840.94971 on epoch:    85, 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: 7.4319205284s, input_fired_time: 0.0817272663, output_fired_time: 0.0000000000, propagate_forward_time: 7.0097217560, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3404712677
   testing[          , genome  7078] predictions:    9753/  10000 (97.53%), best:    9751/10000 (97.51%), error:       825.15204, best error:       840.94971 on epoch:    85, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
12:07:43 (41960): called boinc_finish(0)

</stderr_txt>
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