Nameexact_genome_1512568488_42_5845_1
Workunit2600442
Created7 Dec 2017, 16:37:39 UTC
Sent7 Dec 2017, 16:44:05 UTC
Report deadline12 Dec 2017, 9:09:44 UTC
Received7 Dec 2017, 23:32:35 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID67174
Run time1 hours 25 min 15 sec
CPU time1 hours 25 min 11 sec
Validate stateValid
Credit1,171.12
Device peak FLOPS3.98 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size152.23 MB
Peak swap size154.10 MB
Peak disk usage1.42 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
2, epoch:   13/100, mu: 0.7384625077, learning_rate: 0.0064167744, weight_decay: 0.0002566710

epoch time: 45.3547401428s, input_fired_time: 0.5977953076, output_fired_time: 0.3713937998, propagate_forward_time: 17.7708129883, propagate_backward_time: 25.1172771454, weight_update_time: 0.0711613521, other_time: 1.4974613190
epoch time: 3.8934190273s, input_fired_time: 0.0635518953, output_fired_time: 0.0000000000, propagate_forward_time: 3.5667808056, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2630863190
validation[          , genome  5845] predictions:    9638/  10000 (96.38%), best:    9665/10000 (96.65%), error:      1211.07581, best error:      1096.73999 on epoch:    12, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 45.2510757446s, input_fired_time: 0.5985612869, output_fired_time: 0.3692482710, propagate_forward_time: 17.7057590485, propagate_backward_time: 25.0520915985, weight_update_time: 0.0725739673, other_time: 1.5254173279
epoch time: 3.8621089458s, input_fired_time: 0.0670395046, output_fired_time: 0.0000000000, propagate_forward_time: 3.5282568932, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2668125629
validation[          , genome  5845] predictions:    9649/  10000 (96.49%), best:    9665/10000 (96.65%), error:      1146.83411, best error:      1096.73999 on epoch:    12, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 44.9507484436s, input_fired_time: 0.5985017419, output_fired_time: 0.3660045266, propagate_forward_time: 17.5717811584, propagate_backward_time: 24.9076766968, weight_update_time: 0.0728263706, other_time: 1.5067825317
epoch time: 3.8352925777s, input_fired_time: 0.0637212545, output_fired_time: 0.0000000000, propagate_forward_time: 3.5152049065, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2563664913
validation[          , genome  5845] predictions:    9600/  10000 (96.00%), best:    9665/10000 (96.65%), error:      1289.29041, best error:      1096.73999 on epoch:    12, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 45.1470489502s, input_fired_time: 0.6034933925, output_fired_time: 0.3680652678, propagate_forward_time: 17.6413860321, propagate_backward_time: 25.0206165314, weight_update_time: 0.0723581165, other_time: 1.5134887695
epoch time: 4.0095028877s, input_fired_time: 0.0668303296, output_fired_time: 0.0000000000, propagate_forward_time: 3.6725175381, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2701549530
validation[          , genome  5845] predictions:    9601/  10000 (96.01%), best:    9665/10000 (96.65%), error:      1260.46216, best error:      1096.73999 on epoch:    12, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 46.1172523499s, input_fired_time: 0.6140896678, output_fired_time: 0.3758049905, propagate_forward_time: 18.0071964264, propagate_backward_time: 25.5126152039, weight_update_time: 0.0754905343, other_time: 1.6075458527
epoch time: 4.1659302711s, input_fired_time: 0.0692722425, output_fired_time: 0.0000000000, propagate_forward_time: 3.8146333694, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2820248604
validation[          , genome  5845] predictions:    9703/  10000 (97.03%), best:    9703/10000 (97.03%), error:       977.19904, best error:       977.19904 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 48.2067527771s, input_fired_time: 0.6292506456, output_fired_time: 0.3888417780, propagate_forward_time: 18.9491786957, propagate_backward_time: 26.6070804596, weight_update_time: 0.0758284107, other_time: 1.6324005127
epoch time: 3.8460965157s, input_fired_time: 0.0652302057, output_fired_time: 0.0000000000, propagate_forward_time: 3.5150673389, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2657990456
validation[          , genome  5845] predictions:    9664/  10000 (96.64%), best:    9703/10000 (97.03%), error:      1112.90308, best error:       977.19904 on epoch:    18, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 46.6418266296s, input_fired_time: 0.6191071272, output_fired_time: 0.3766052425, propagate_forward_time: 18.2170085907, propagate_backward_time: 25.9069633484, weight_update_time: 0.0720674098, other_time: 1.5221424103
epoch time: 3.8369908333s, input_fired_time: 0.0645436123, output_fired_time: 0.0000000000, propagate_forward_time: 3.5159530640, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2564940453
validation[          , genome  5845] predictions:    9556/  10000 (95.56%), best:    9703/10000 (97.03%), error:      1365.35706, best error:       977.19904 on epoch:    18, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 45.5276184082s, input_fired_time: 0.6054655313, output_fired_time: 0.3674852252, propagate_forward_time: 17.7249469757, propagate_backward_time: 25.3409194946, weight_update_time: 0.0706532300, other_time: 1.4888019562
epoch time: 3.8614053726s, input_fired_time: 0.0659885630, output_fired_time: 0.0000000000, propagate_forward_time: 3.5328700542, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2625467777
validation[          , genome  5845] predictions:    9698/  10000 (96.98%), best:    9703/10000 (97.03%), error:      1015.01422, best error:       977.19904 on epoch:    18, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 45.2849922180s, input_fired_time: 0.6049880981, output_fired_time: 0.3663319051, propagate_forward_time: 17.5824527740, propagate_backward_time: 25.2525291443, weight_update_time: 0.0704875961, other_time: 1.4786891937
epoch time: 3.8326830864s, input_fired_time: 0.0624060258, output_fired_time: 0.0000000000, propagate_forward_time: 3.5200669765, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2502100468
validation[          , genome  5845] predictions:    9674/  10000 (96.74%), best:    9703/10000 (97.03%), error:      1041.41907, best error:       977.19904 on epoch:    18, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 45.4470291138s, input_fired_time: 0.5973259807, output_fired_time: 0.3686987162, propagate_forward_time: 17.6703281403, propagate_backward_time: 25.3900337219, weight_update_time: 0.0705241710, other_time: 1.4206447601
epoch time: 3.8262302876s, input_fired_time: 0.0633577481, output_fired_time: 0.0000000000, propagate_forward_time: 3.5127193928, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2501530647
validation[          , genome  5845] predictions:    9651/  10000 (96.51%), best:    9703/10000 (97.03%), error:      1116.45398, best error:       977.19904 on epoch:    18, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 45.3051567078s, input_fired_time: 0.5974574685, output_fired_time: 0.3669359982, propagate_forward_time: 17.5992889404, propagate_backward_time: 25.3244247437, weight_update_time: 0.0703264251, other_time: 1.4170494080
epoch time: 3.8266434669s, input_fired_time: 0.0635684058, output_fired_time: 0.0000000000, propagate_forward_time: 3.5130496025, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2500255108
validation[          , genome  5845] predictions:    9669/  10000 (96.69%), best:    9703/10000 (97.03%), error:      1085.83350, best error:       977.19904 on epoch:    18, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 45.4172248840s, input_fired_time: 0.5982053876, output_fired_time: 0.3667861819, propagate_forward_time: 17.6092224121, propagate_backward_time: 25.4302959442, weight_update_time: 0.0703378245, other_time: 1.4127140045
epoch time: 3.8285696507s, input_fired_time: 0.0638802499, output_fired_time: 0.0000000000, propagate_forward_time: 3.5136532784, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2510361671
validation[          , genome  5845] predictions:    9628/  10000 (96.28%), best:    9703/10000 (97.03%), error:      1186.25696, best error:       977.19904 on epoch:    18, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 45.3707122803s, input_fired_time: 0.5964309573, output_fired_time: 0.3636425138, propagate_forward_time: 17.5677661896, propagate_backward_time: 25.4329128265, weight_update_time: 0.0704176128, other_time: 1.4099578857
epoch time: 3.8267688751s, input_fired_time: 0.0626016259, output_fired_time: 0.0000000000, propagate_forward_time: 3.5136330128, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2505342960
validation[          , genome  5845] predictions:    9650/  10000 (96.50%), best:    9703/10000 (97.03%), error:      1110.62036, best error:       977.19904 on epoch:    18, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 45.5462150574s, input_fired_time: 0.5987587571, output_fired_time: 0.3670983016, propagate_forward_time: 17.5778369904, propagate_backward_time: 25.5910911560, weight_update_time: 0.0702282935, other_time: 1.4114284515
epoch time: 3.8291151524s, input_fired_time: 0.0632436275, output_fired_time: 0.0000000000, propagate_forward_time: 3.5148110390, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2510604858
validation[          , genome  5845] predictions:    9634/  10000 (96.34%), best:    9703/10000 (97.03%), error:      1199.77698, best error:       977.19904 on epoch:    18, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 45.6283683777s, input_fired_time: 0.6003121138, output_fired_time: 0.3670801818, propagate_forward_time: 17.5951995850, propagate_backward_time: 25.6485080719, weight_update_time: 0.0704318583, other_time: 1.4172687531
epoch time: 3.8292579651s, input_fired_time: 0.0641384050, output_fired_time: 0.0000000000, propagate_forward_time: 3.5148906708, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2502288818
validation[          , genome  5845] predictions:    9679/  10000 (96.79%), best:    9703/10000 (97.03%), error:      1008.40271, best error:       977.19904 on epoch:    18, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 46.4453811646s, input_fired_time: 0.6052901745, output_fired_time: 0.3717913330, propagate_forward_time: 17.9846630096, propagate_backward_time: 26.0434379578, weight_update_time: 0.0715087950, other_time: 1.4401988983
epoch time: 3.8332953453s, input_fired_time: 0.0642325729, output_fired_time: 0.0000000000, propagate_forward_time: 3.5157108307, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2533519268
validation[          , genome  5845] predictions:    9670/  10000 (96.70%), best:    9703/10000 (97.03%), error:      1082.25037, best error:       977.19904 on epoch:    18, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 45.9634971619s, input_fired_time: 0.6039716601, output_fired_time: 0.3685812354, propagate_forward_time: 17.7270183563, propagate_backward_time: 25.8210468292, weight_update_time: 0.0709726065, other_time: 1.4428787231
epoch time: 3.8298771381s, input_fired_time: 0.0627934858, output_fired_time: 0.0000000000, propagate_forward_time: 3.5149753094, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2521083355
validation[          , genome  5845] predictions:    9671/  10000 (96.71%), best:    9703/10000 (97.03%), error:      1071.72302, best error:       977.19904 on epoch:    18, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 45.7362937927s, input_fired_time: 0.6004032493, output_fired_time: 0.3685899377, propagate_forward_time: 17.6234989166, propagate_backward_time: 25.7174224854, weight_update_time: 0.0706522614, other_time: 1.4263782501
epoch time: 3.8302299976s, input_fired_time: 0.0639689192, output_fired_time: 0.0000000000, propagate_forward_time: 3.5142500401, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2520110607
validation[          , genome  5845] predictions:    9682/  10000 (96.82%), best:    9703/10000 (97.03%), error:      1029.66284, best error:       977.19904 on epoch:    18, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 47.8289413452s, input_fired_time: 0.6183156967, output_fired_time: 0.3790216446, propagate_forward_time: 18.5330047607, propagate_backward_time: 26.8210124969, weight_update_time: 0.0730360374, other_time: 1.4775867462
epoch time: 3.9023261070s, input_fired_time: 0.0651278421, output_fired_time: 0.0000000000, propagate_forward_time: 3.5819814205, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2552168369
validation[          , genome  5845] predictions:    9608/  10000 (96.08%), best:    9703/10000 (97.03%), error:      1251.47144, best error:       977.19904 on epoch:    18, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 47.2765655518s, input_fired_time: 0.6144859195, output_fired_time: 0.3767566085, propagate_forward_time: 18.2284412384, propagate_backward_time: 26.5904006958, weight_update_time: 0.0722607151, other_time: 1.4664821625
epoch time: 3.9030175209s, input_fired_time: 0.0669499114, output_fired_time: 0.0000000000, propagate_forward_time: 3.5767321587, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2593355179
validation[          , genome  5845] predictions:    9670/  10000 (96.70%), best:    9703/10000 (97.03%), error:      1049.78137, best error:       977.19904 on epoch:    18, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 47.0530891418s, input_fired_time: 0.6121065617, output_fired_time: 0.3753322661, propagate_forward_time: 18.1603145599, propagate_backward_time: 26.4404354095, weight_update_time: 0.0723325685, other_time: 1.4649009705
epoch time: 4.0005540848s, input_fired_time: 0.0646438226, output_fired_time: 0.0000000000, propagate_forward_time: 3.6696887016, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2662215233
validation[          , genome  5845] predictions:    9674/  10000 (96.74%), best:    9703/10000 (97.03%), error:      1087.63647, best error:       977.19904 on epoch:    18, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 45.8311119080s, input_fired_time: 0.6018238068, output_fired_time: 0.3670006990, propagate_forward_time: 17.6124019623, propagate_backward_time: 25.8223514557, weight_update_time: 0.0704391748, other_time: 1.4275321960
epoch time: 3.8301143646s, input_fired_time: 0.0630468801, output_fired_time: 0.0000000000, propagate_forward_time: 3.5154824257, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2515850067
validation[          , genome  5845] predictions:    9693/  10000 (96.93%), best:    9693/10000 (96.93%), error:       968.16644, best error:       968.16644 on epoch:    35, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 45.9302597046s, input_fired_time: 0.6076491475, output_fired_time: 0.3649607599, propagate_forward_time: 17.5919075012, propagate_backward_time: 25.8932933807, weight_update_time: 0.0705310330, other_time: 1.4724483490
epoch time: 3.8410995007s, input_fired_time: 0.0664636642, output_fired_time: 0.0000000000, propagate_forward_time: 3.5157003403, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2589354515
validation[          , genome  5845] predictions:    9713/  10000 (97.13%), best:    9693/10000 (96.93%), error:       968.27405, best error:       968.16644 on epoch:    35, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 47.6039810181s, input_fired_time: 0.6240997910, output_fired_time: 0.3764315546, propagate_forward_time: 18.2883701324, propagate_backward_time: 26.7860488892, weight_update_time: 0.0727714896, other_time: 1.5290317535
epoch time: 3.8386597633s, input_fired_time: 0.0660547093, output_fired_time: 0.0000000000, propagate_forward_time: 3.5158302784, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2567746639
validation[          , genome  5845] predictions:    9634/  10000 (96.34%), best:    9693/10000 (96.93%), error:      1161.72913, best error:       968.16644 on epoch:    35, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 46.1014442444s, input_fired_time: 0.6155111790, output_fired_time: 0.3665404916, propagate_forward_time: 17.6349639893, propagate_backward_time: 25.9959182739, weight_update_time: 0.0711399317, other_time: 1.4885101318
epoch time: 3.8379242420s, input_fired_time: 0.0667311773, output_fired_time: 0.0000000000, propagate_forward_time: 3.5149416924, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2562513351
validation[          , genome  5845] predictions:    9678/  10000 (96.78%), best:    9693/10000 (96.93%), error:      1027.14209, best error:       968.16644 on epoch:    35, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 46.0019264221s, input_fired_time: 0.6169059873, output_fired_time: 0.3650588393, propagate_forward_time: 17.5754489899, propagate_backward_time: 25.9584503174, weight_update_time: 0.0707652420, other_time: 1.4860630035
epoch time: 3.9127047062s, input_fired_time: 0.0705224350, output_fired_time: 0.0000000000, propagate_forward_time: 3.5752367973, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2669453621
validation[          , genome  5845] predictions:    9698/  10000 (96.98%), best:    9693/10000 (96.93%), error:       992.87988, best error:       968.16644 on epoch:    35, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 46.0698661804s, input_fired_time: 0.6172226667, output_fired_time: 0.3660613298, propagate_forward_time: 17.5824432373, propagate_backward_time: 26.0134716034, weight_update_time: 0.0709738210, other_time: 1.4906673431
epoch time: 3.8811128139s, input_fired_time: 0.0662658587, output_fired_time: 0.0000000000, propagate_forward_time: 3.5575115681, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2573354244
validation[          , genome  5845] predictions:    9695/  10000 (96.95%), best:    9693/10000 (96.93%), error:       989.86963, best error:       968.16644 on epoch:    35, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 46.6360244751s, input_fired_time: 0.6206790805, output_fired_time: 0.3693167865, propagate_forward_time: 17.7973270416, propagate_backward_time: 26.3596076965, weight_update_time: 0.0714516118, other_time: 1.4890956879
epoch time: 3.8409016132s, input_fired_time: 0.0665043369, output_fired_time: 0.0000000000, propagate_forward_time: 3.5177323818, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2566649914
validation[          , genome  5845] predictions:    9680/  10000 (96.80%), best:    9693/10000 (96.93%), error:      1053.25574, best error:       968.16644 on epoch:    35, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 47.1319313049s, input_fired_time: 0.6262387037, output_fired_time: 0.3726011515, propagate_forward_time: 18.0461578369, propagate_backward_time: 26.5600147247, weight_update_time: 0.0720328987, other_time: 1.5269184113
epoch time: 4.0094981194s, input_fired_time: 0.0702922568, output_fired_time: 0.0000000000, propagate_forward_time: 3.6692855358, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2699203491
validation[          , genome  5845] predictions:    9708/  10000 (97.08%), best:    9693/10000 (96.93%), error:       975.14777, best error:       968.16644 on epoch:    35, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 47.6310768127s, input_fired_time: 0.6284693480, output_fired_time: 0.3759536445, propagate_forward_time: 18.2259387970, propagate_backward_time: 26.8561172485, weight_update_time: 0.0723926574, other_time: 1.5445995331
epoch time: 3.8448252678s, input_fired_time: 0.0658590421, output_fired_time: 0.0000000000, propagate_forward_time: 3.5181281567, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2608380318
validation[          , genome  5845] predictions:    9701/  10000 (97.01%), best:    9693/10000 (96.93%), error:      1017.08539, best error:       968.16644 on epoch:    35, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 46.7513923645s, input_fired_time: 0.6243047118, output_fired_time: 0.3704053760, propagate_forward_time: 17.8125972748, propagate_backward_time: 26.4198551178, weight_update_time: 0.0713170767, other_time: 1.5242271423
epoch time: 3.8540017605s, input_fired_time: 0.0655296743, output_fired_time: 0.0000000000, propagate_forward_time: 3.5281789303, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2602932453
validation[          , genome  5845] predictions:    9688/  10000 (96.88%), best:    9693/10000 (96.93%), error:      1016.35370, best error:       968.16644 on epoch:    35, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 46.4826049805s, input_fired_time: 0.6224539876, output_fired_time: 0.3678471148, propagate_forward_time: 17.6995792389, propagate_backward_time: 26.2883510590, weight_update_time: 0.0709007159, other_time: 1.5043716431
epoch time: 3.8516747952s, input_fired_time: 0.0682556406, output_fired_time: 0.0000000000, propagate_forward_time: 3.5247859955, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2586331367
validation[          , genome  5845] predictions:    9644/  10000 (96.44%), best:    9693/10000 (96.93%), error:      1114.04858, best error:       968.16644 on epoch:    35, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 46.2816848755s, input_fired_time: 0.6189405918, output_fired_time: 0.3655279279, propagate_forward_time: 17.6179809570, propagate_backward_time: 26.1864261627, weight_update_time: 0.0707295164, other_time: 1.4928073883
epoch time: 3.8379909992s, input_fired_time: 0.0666696057, output_fired_time: 0.0000000000, propagate_forward_time: 3.5157766342, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2555446625
validation[          , genome  5845] predictions:    9705/  10000 (97.05%), best:    9705/10000 (97.05%), error:       948.18457, best error:       948.18457 on epoch:    46, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 46.2991752625s, input_fired_time: 0.6213875413, output_fired_time: 0.3654390574, propagate_forward_time: 17.5874996185, propagate_backward_time: 26.2288303375, weight_update_time: 0.0707557201, other_time: 1.4960174561
epoch time: 3.8411481380s, input_fired_time: 0.0680150837, output_fired_time: 0.0000000000, propagate_forward_time: 3.5152668953, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2578661442
validation[          , genome  5845] predictions:    9664/  10000 (96.64%), best:    9705/10000 (97.05%), error:      1106.78650, best error:       948.18457 on epoch:    46, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 46.4048728943s, input_fired_time: 0.6240645051, output_fired_time: 0.3662156761, propagate_forward_time: 17.6333560944, propagate_backward_time: 26.2893867493, weight_update_time: 0.0709559768, other_time: 1.4918498993
epoch time: 3.8404159546s, input_fired_time: 0.0686435327, output_fired_time: 0.0000000000, propagate_forward_time: 3.5148658752, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2569065094
validation[          , genome  5845] predictions:    9688/  10000 (96.88%), best:    9705/10000 (97.05%), error:      1008.68359, best error:       948.18457 on epoch:    46, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 46.2822074890s, input_fired_time: 0.6235875487, output_fired_time: 0.3652672470, propagate_forward_time: 17.5746173859, propagate_backward_time: 26.2315387726, weight_update_time: 0.0708719864, other_time: 1.4871940613
epoch time: 3.8389890194s, input_fired_time: 0.0676671937, output_fired_time: 0.0000000000, propagate_forward_time: 3.5145406723, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2567811012
validation[          , genome  5845] predictions:    9690/  10000 (96.90%), best:    9705/10000 (97.05%), error:      1018.84015, best error:       948.18457 on epoch:    46, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 46.3686637878s, input_fired_time: 0.6253899932, output_fired_time: 0.3652806878, propagate_forward_time: 17.6049556732, propagate_backward_time: 26.2910575867, weight_update_time: 0.0707734376, other_time: 1.4819812775
epoch time: 3.8357675076s, input_fired_time: 0.0647615790, output_fired_time: 0.0000000000, propagate_forward_time: 3.5197327137, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2512731552
validation[          , genome  5845] predictions:    9690/  10000 (96.90%), best:    9705/10000 (97.05%), error:      1004.48163, best error:       948.18457 on epoch:    46, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 46.5347099304s, input_fired_time: 0.6198719740, output_fired_time: 0.3669259548, propagate_forward_time: 17.6750602722, propagate_backward_time: 26.4057121277, weight_update_time: 0.0707804337, other_time: 1.4671401978
epoch time: 3.8376264572s, input_fired_time: 0.0670034513, output_fired_time: 0.0000000000, propagate_forward_time: 3.5142402649, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2563827038
validation[          , genome  5845] predictions:    9698/  10000 (96.98%), best:    9698/10000 (96.98%), error:       945.56189, best error:       945.56189 on epoch:    51, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 46.3650703430s, input_fired_time: 0.6227841377, output_fired_time: 0.3653546870, propagate_forward_time: 17.5761260986, propagate_backward_time: 26.3227329254, weight_update_time: 0.0708128735, other_time: 1.4780712128
epoch time: 3.8381803036s, input_fired_time: 0.0689096600, output_fired_time: 0.0000000000, propagate_forward_time: 3.5136830807, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2555875778
validation[          , genome  5845] predictions:    9692/  10000 (96.92%), best:    9698/10000 (96.98%), error:      1020.25909, best error:       945.56189 on epoch:    51, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 46.4290390015s, input_fired_time: 0.6229842901, output_fired_time: 0.3650371134, propagate_forward_time: 17.5882873535, propagate_backward_time: 26.3722190857, weight_update_time: 0.0710310340, other_time: 1.4805107117
epoch time: 3.8367764950s, input_fired_time: 0.0681002066, output_fired_time: 0.0000000000, propagate_forward_time: 3.5136969090, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2549793720
validation[          , genome  5845] predictions:    9696/  10000 (96.96%), best:    9698/10000 (96.98%), error:       962.32117, best error:       945.56189 on epoch:    51, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 46.4051666260s, input_fired_time: 0.6226319671, output_fired_time: 0.3649024069, propagate_forward_time: 17.5771884918, propagate_backward_time: 26.3596839905, weight_update_time: 0.0709672645, other_time: 1.4807605743
epoch time: 3.8353848457s, input_fired_time: 0.0664162338, output_fired_time: 0.0000000000, propagate_forward_time: 3.5139391422, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2550294399
validation[          , genome  5845] predictions:    9638/  10000 (96.38%), best:    9698/10000 (96.98%), error:      1138.13660, best error:       945.56189 on epoch:    51, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 46.6235084534s, input_fired_time: 0.6245992184, output_fired_time: 0.3666757047, propagate_forward_time: 17.6641921997, propagate_backward_time: 26.4687747955, weight_update_time: 0.0715176165, other_time: 1.4992656708
epoch time: 3.8411841393s, input_fired_time: 0.0675559714, output_fired_time: 0.0000000000, propagate_forward_time: 3.5159327984, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2576954365
validation[          , genome  5845] predictions:    9670/  10000 (96.70%), best:    9698/10000 (96.98%), error:      1041.25342, best error:       945.56189 on epoch:    51, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 47.1257362366s, input_fired_time: 0.6282640696, output_fired_time: 0.3707532585, propagate_forward_time: 17.8767414093, propagate_backward_time: 26.7371845245, weight_update_time: 0.0723011121, other_time: 1.5127906799
epoch time: 3.8592021465s, input_fired_time: 0.0676273853, output_fired_time: 0.0000000000, propagate_forward_time: 3.5314030647, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2601716518
validation[          , genome  5845] predictions:    9662/  10000 (96.62%), best:    9698/10000 (96.98%), error:      1124.14734, best error:       945.56189 on epoch:    51, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 47.2791213989s, input_fired_time: 0.6310229301, output_fired_time: 0.3713740706, propagate_forward_time: 17.9517097473, propagate_backward_time: 26.8002567291, weight_update_time: 0.0723104477, other_time: 1.5247592926
epoch time: 3.8420269489s, input_fired_time: 0.0681411326, output_fired_time: 0.0000000000, propagate_forward_time: 3.5178785324, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2560071945
validation[          , genome  5845] predictions:    9635/  10000 (96.35%), best:    9698/10000 (96.98%), error:      1078.45886, best error:       945.56189 on epoch:    51, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 47.1610221863s, input_fired_time: 0.6339733005, output_fired_time: 0.3706320226, propagate_forward_time: 17.9161682129, propagate_backward_time: 26.7173290253, weight_update_time: 0.0720176548, other_time: 1.5229206085
epoch time: 3.8907029629s, input_fired_time: 0.0710248277, output_fired_time: 0.0000000000, propagate_forward_time: 3.5576868057, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2619912624
validation[          , genome  5845] predictions:    9614/  10000 (96.14%), best:    9698/10000 (96.98%), error:      1245.10510, best error:       945.56189 on epoch:    51, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 46.6612548828s, input_fired_time: 0.6270121336, output_fired_time: 0.3669903278, propagate_forward_time: 17.6544342041, propagate_backward_time: 26.5201950073, weight_update_time: 0.0719256476, other_time: 1.4926261902
epoch time: 3.8377833366s, input_fired_time: 0.0681109130, output_fired_time: 0.0000000000, propagate_forward_time: 3.5138549805, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2558174133
validation[          , genome  5845] predictions:    9697/  10000 (96.97%), best:    9697/10000 (96.97%), error:       927.80072, best error:       927.80072 on epoch:    59, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 46.5286254883s, input_fired_time: 0.6269330382, output_fired_time: 0.3653292656, propagate_forward_time: 17.5863628387, propagate_backward_time: 26.4579524994, weight_update_time: 0.0718523785, other_time: 1.4920463562
epoch time: 3.8391716480s, input_fired_time: 0.0681976229, output_fired_time: 0.0000000000, propagate_forward_time: 3.5160436630, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2549302578
validation[          , genome  5845] predictions:    9628/  10000 (96.28%), best:    9697/10000 (96.97%), error:      1168.94897, best error:       927.80072 on epoch:    59, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 46.6386642456s, input_fired_time: 0.6295271516, output_fired_time: 0.3664753437, propagate_forward_time: 17.6392192841, propagate_backward_time: 26.5052566528, weight_update_time: 0.0715445355, other_time: 1.4981861115
epoch time: 3.8526821136s, input_fired_time: 0.0712928623, output_fired_time: 0.0000000000, propagate_forward_time: 3.5207948685, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2605943680
validation[          , genome  5845] predictions:    9696/  10000 (96.96%), best:    9697/10000 (96.97%), error:      1012.04022, best error:       927.80072 on epoch:    59, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 46.4974975586s, input_fired_time: 0.6252503395, output_fired_time: 0.3651459813, propagate_forward_time: 17.5734691620, propagate_backward_time: 26.4510345459, weight_update_time: 0.0712702051, other_time: 1.4825954437
epoch time: 3.8376307487s, input_fired_time: 0.0673287660, output_fired_time: 0.0000000000, propagate_forward_time: 3.5149819851, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2553200722
validation[          , genome  5845] predictions:    9698/  10000 (96.98%), best:    9697/10000 (96.97%), error:       951.86115, best error:       927.80072 on epoch:    59, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 46.6070709229s, input_fired_time: 0.6298219562, output_fired_time: 0.3660704792, propagate_forward_time: 17.6206665039, propagate_backward_time: 26.5029678345, weight_update_time: 0.0713251755, other_time: 1.4875450134
epoch time: 3.8407304287s, input_fired_time: 0.0691061243, output_fired_time: 0.0000000000, propagate_forward_time: 3.5162701607, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2553541660
validation[          , genome  5845] predictions:    9614/  10000 (96.14%), best:    9697/10000 (96.97%), error:      1272.78674, best error:       927.80072 on epoch:    59, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 46.5412254333s, input_fired_time: 0.6287439466, output_fired_time: 0.3651966155, propagate_forward_time: 17.5789813995, propagate_backward_time: 26.4905147552, weight_update_time: 0.0711337999, other_time: 1.4777908325
epoch time: 3.8415372372s, input_fired_time: 0.0699946955, output_fired_time: 0.0000000000, propagate_forward_time: 3.5163736343, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2551689148
validation[          , genome  5845] predictions:    9639/  10000 (96.39%), best:    9697/10000 (96.97%), error:      1222.71143, best error:       927.80072 on epoch:    59, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 46.5457000732s, input_fired_time: 0.6257545948, output_fired_time: 0.3650698066, propagate_forward_time: 17.5711364746, propagate_backward_time: 26.5048389435, weight_update_time: 0.0713155791, other_time: 1.4788990021
epoch time: 3.8375229836s, input_fired_time: 0.0681624785, output_fired_time: 0.0000000000, propagate_forward_time: 3.5144376755, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2549228668
validation[          , genome  5845] predictions:    9661/  10000 (96.61%), best:    9697/10000 (96.97%), error:      1067.56775, best error:       927.80072 on epoch:    59, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 46.6711845398s, input_fired_time: 0.6294631958, output_fired_time: 0.3666929901, propagate_forward_time: 17.6245040894, propagate_backward_time: 26.5622959137, weight_update_time: 0.0717378333, other_time: 1.4882297516
epoch time: 3.8414423466s, input_fired_time: 0.0690694824, output_fired_time: 0.0000000000, propagate_forward_time: 3.5162446499, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2561283112
validation[          , genome  5845] predictions:    9693/  10000 (96.93%), best:    9697/10000 (96.97%), error:      1018.54974, best error:       927.80072 on epoch:    59, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 47.3415489197s, input_fired_time: 0.6359255910, output_fired_time: 0.3704071045, propagate_forward_time: 17.9343566895, propagate_backward_time: 26.8913822174, weight_update_time: 0.0729917139, other_time: 1.5094776154
epoch time: 3.8448610306s, input_fired_time: 0.0687943175, output_fired_time: 0.0000000000, propagate_forward_time: 3.5188922882, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2571744919
validation[          , genome  5845] predictions:    9624/  10000 (96.24%), best:    9697/10000 (96.97%), error:      1168.27698, best error:       927.80072 on epoch:    59, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 46.7979354858s, input_fired_time: 0.6287865043, output_fired_time: 0.3672852516, propagate_forward_time: 17.6685562134, propagate_backward_time: 26.6381740570, weight_update_time: 0.0721743256, other_time: 1.4951305389
epoch time: 3.8397943974s, input_fired_time: 0.0707330629, output_fired_time: 0.0000000000, propagate_forward_time: 3.5140628815, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2549984455
validation[          , genome  5845] predictions:    9692/  10000 (96.92%), best:    9697/10000 (96.97%), error:      1001.04938, best error:       927.80072 on epoch:    59, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 47.3028068542s, input_fired_time: 0.6362693906, output_fired_time: 0.3715116084, propagate_forward_time: 17.8848590851, propagate_backward_time: 26.8970851898, weight_update_time: 0.0725264475, other_time: 1.5130805969
epoch time: 3.8493585587s, input_fired_time: 0.0703891963, output_fired_time: 0.0000000000, propagate_forward_time: 3.5172669888, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2617022991
validation[          , genome  5845] predictions:    9676/  10000 (96.76%), best:    9697/10000 (96.97%), error:      1081.43726, best error:       927.80072 on epoch:    59, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 46.6378326416s, input_fired_time: 0.6324106455, output_fired_time: 0.3656467199, propagate_forward_time: 17.5916233063, propagate_backward_time: 26.5500888824, weight_update_time: 0.0718457624, other_time: 1.4980621338
epoch time: 3.8444330692s, input_fired_time: 0.0706883073, output_fired_time: 0.0000000000, propagate_forward_time: 3.5172288418, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2565159798
validation[          , genome  5845] predictions:    9719/  10000 (97.19%), best:    9697/10000 (96.97%), error:       958.29541, best error:       927.80072 on epoch:    59, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 46.6124954224s, input_fired_time: 0.6319267154, output_fired_time: 0.3651510477, propagate_forward_time: 17.5832691193, propagate_backward_time: 26.5423927307, weight_update_time: 0.0719557405, other_time: 1.4897556305
epoch time: 3.8451714516s, input_fired_time: 0.0706448182, output_fired_time: 0.0000000000, propagate_forward_time: 3.5172865391, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2572400570
validation[          , genome  5845] predictions:    9573/  10000 (95.73%), best:    9697/10000 (96.97%), error:      1371.12341, best error:       927.80072 on epoch:    59, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 46.5718307495s, input_fired_time: 0.6322374940, output_fired_time: 0.3652528226, propagate_forward_time: 17.5787296295, propagate_backward_time: 26.5154361725, weight_update_time: 0.0718912333, other_time: 1.4801750183
epoch time: 3.8421075344s, input_fired_time: 0.0691177696, output_fired_time: 0.0000000000, propagate_forward_time: 3.5184509754, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2545387745
validation[          , genome  5845] predictions:    9549/  10000 (95.49%), best:    9697/10000 (96.97%), error:      1470.84021, best error:       927.80072 on epoch:    59, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 46.6648216248s, input_fired_time: 0.6299796700, output_fired_time: 0.3655455410, propagate_forward_time: 17.5983467102, propagate_backward_time: 26.5818061829, weight_update_time: 0.0722618625, other_time: 1.4891433716
epoch time: 3.8427946568s, input_fired_time: 0.0693788752, output_fired_time: 0.0000000000, propagate_forward_time: 3.5175316334, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2558841705
validation[          , genome  5845] predictions:    9666/  10000 (96.66%), best:    9697/10000 (96.97%), error:      1036.08679, best error:       927.80072 on epoch:    59, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 46.6104125977s, input_fired_time: 0.6311169267, output_fired_time: 0.3648562133, propagate_forward_time: 17.5760688782, propagate_backward_time: 26.5520877838, weight_update_time: 0.0721376687, other_time: 1.4862804413
epoch time: 3.8581533432s, input_fired_time: 0.0738698319, output_fired_time: 0.0000000000, propagate_forward_time: 3.5230119228, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2612714767
validation[          , genome  5845] predictions:    9626/  10000 (96.26%), best:    9697/10000 (96.97%), error:      1191.19006, best error:       927.80072 on epoch:    59, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 46.6722946167s, input_fired_time: 0.6329382062, output_fired_time: 0.3656345308, propagate_forward_time: 17.6120758057, propagate_backward_time: 26.5755443573, weight_update_time: 0.0723621249, other_time: 1.4861011505
epoch time: 3.8416233063s, input_fired_time: 0.0706745461, output_fired_time: 0.0000000000, propagate_forward_time: 3.5160408020, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2549078465
validation[          , genome  5845] predictions:    9692/  10000 (96.92%), best:    9697/10000 (96.97%), error:       988.27032, best error:       927.80072 on epoch:    59, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 46.6214332581s, input_fired_time: 0.6336566806, output_fired_time: 0.3652551174, propagate_forward_time: 17.5761833191, propagate_backward_time: 26.5668849945, weight_update_time: 0.0721001104, other_time: 1.4794559479
epoch time: 3.8404965401s, input_fired_time: 0.0705821291, output_fired_time: 0.0000000000, propagate_forward_time: 3.5147848129, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2551295757
validation[          , genome  5845] predictions:    9675/  10000 (96.75%), best:    9697/10000 (96.97%), error:      1038.99951, best error:       927.80072 on epoch:    59, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 46.7812728882s, input_fired_time: 0.6331651807, output_fired_time: 0.3677423298, propagate_forward_time: 17.6069869995, propagate_backward_time: 26.6942558289, weight_update_time: 0.0722525120, other_time: 1.4791259766
epoch time: 3.8555078506s, input_fired_time: 0.0712263584, output_fired_time: 0.0000000000, propagate_forward_time: 3.5277631283, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2565183640
validation[          , genome  5845] predictions:    9670/  10000 (96.70%), best:    9697/10000 (96.97%), error:      1067.15979, best error:       927.80072 on epoch:    59, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 48.1064949036s, input_fired_time: 0.6416261792, output_fired_time: 0.3762860298, propagate_forward_time: 18.1742801666, propagate_backward_time: 27.4049663544, weight_update_time: 0.0740915611, other_time: 1.5093383789
epoch time: 4.0121335983s, input_fired_time: 0.0721250102, output_fired_time: 0.0000000000, propagate_forward_time: 3.6786334515, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2613751888
validation[          , genome  5845] predictions:    9701/  10000 (97.01%), best:    9697/10000 (96.97%), error:       974.66852, best error:       927.80072 on epoch:    59, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 50.0099716187s, input_fired_time: 0.6656631827, output_fired_time: 0.3892692327, propagate_forward_time: 19.0418453217, propagate_backward_time: 28.3511791229, weight_update_time: 0.0767126158, other_time: 1.5620117188
epoch time: 3.8495013714s, input_fired_time: 0.0724905729, output_fired_time: 0.0000000000, propagate_forward_time: 3.5200438499, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2569670677
validation[          , genome  5845] predictions:    9662/  10000 (96.62%), best:    9697/10000 (96.97%), error:      1097.03528, best error:       927.80072 on epoch:    59, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 47.0564804077s, input_fired_time: 0.6417823434, output_fired_time: 0.3679758906, propagate_forward_time: 17.7222995758, propagate_backward_time: 26.8241310120, weight_update_time: 0.0731185153, other_time: 1.5002918243
epoch time: 3.8524329662s, input_fired_time: 0.0715997368, output_fired_time: 0.0000000000, propagate_forward_time: 3.5247318745, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2561013699
validation[          , genome  5845] predictions:    9703/  10000 (97.03%), best:    9697/10000 (96.97%), error:       979.67877, best error:       927.80072 on epoch:    59, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 46.9641838074s, input_fired_time: 0.6367929578, output_fired_time: 0.3677867651, propagate_forward_time: 17.6934013367, propagate_backward_time: 26.7672328949, weight_update_time: 0.0730298311, other_time: 1.4989719391
epoch time: 3.8735806942s, input_fired_time: 0.0726050064, output_fired_time: 0.0000000000, propagate_forward_time: 3.5353136063, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2656621933
validation[          , genome  5845] predictions:    9666/  10000 (96.66%), best:    9697/10000 (96.97%), error:      1048.22827, best error:       927.80072 on epoch:    59, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 47.2213668823s, input_fired_time: 0.6372722387, output_fired_time: 0.3695156872, propagate_forward_time: 17.8251018524, propagate_backward_time: 26.8751449585, weight_update_time: 0.0739901736, other_time: 1.5143337250
epoch time: 3.9197247028s, input_fired_time: 0.0716404542, output_fired_time: 0.0000000000, propagate_forward_time: 3.5878419876, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2602422237
validation[          , genome  5845] predictions:    9582/  10000 (95.82%), best:    9697/10000 (96.97%), error:      1392.95691, best error:       927.80072 on epoch:    59, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 47.1560554504s, input_fired_time: 0.6356452703, output_fired_time: 0.3692350984, propagate_forward_time: 17.7601490021, propagate_backward_time: 26.8690261841, weight_update_time: 0.0738582015, other_time: 1.5219974518
epoch time: 3.8441381454s, input_fired_time: 0.0704598352, output_fired_time: 0.0000000000, propagate_forward_time: 3.5168800354, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2567982674
validation[          , genome  5845] predictions:    9723/  10000 (97.23%), best:    9723/10000 (97.23%), error:       919.96991, best error:       919.96991 on epoch:    83, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 47.0298767090s, input_fired_time: 0.6365644336, output_fired_time: 0.3689889908, propagate_forward_time: 17.7239398956, propagate_backward_time: 26.8063964844, weight_update_time: 0.0738879368, other_time: 1.4939861298
epoch time: 3.8467550278s, input_fired_time: 0.0718344823, output_fired_time: 0.0000000000, propagate_forward_time: 3.5174889565, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2574315071
validation[          , genome  5845] predictions:    9697/  10000 (96.97%), best:    9723/10000 (97.23%), error:      1029.10400, best error:       919.96991 on epoch:    83, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 46.7591400146s, input_fired_time: 0.6346027255, output_fired_time: 0.3685849905, propagate_forward_time: 17.5849685669, propagate_backward_time: 26.6811199188, weight_update_time: 0.0737618208, other_time: 1.4898662567
epoch time: 3.8438506126s, input_fired_time: 0.0706965402, output_fired_time: 0.0000000000, propagate_forward_time: 3.5166323185, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2565217018
validation[          , genome  5845] predictions:    9666/  10000 (96.66%), best:    9723/10000 (97.23%), error:      1086.94482, best error:       919.96991 on epoch:    83, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 46.9474945068s, input_fired_time: 0.6393594146, output_fired_time: 0.3686194122, propagate_forward_time: 17.6705608368, propagate_backward_time: 26.7720699310, weight_update_time: 0.0752280951, other_time: 1.4968872070
epoch time: 3.8438565731s, input_fired_time: 0.0701410621, output_fired_time: 0.0000000000, propagate_forward_time: 3.5178561211, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2558593750
validation[          , genome  5845] predictions:    9728/  10000 (97.28%), best:    9728/10000 (97.28%), error:       892.12360, best error:       892.12360 on epoch:    86, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 46.6690177917s, input_fired_time: 0.6367430687, output_fired_time: 0.3654230535, propagate_forward_time: 17.5840167999, propagate_backward_time: 26.5927486420, weight_update_time: 0.0748517960, other_time: 1.4900894165
epoch time: 3.8404850960s, input_fired_time: 0.0702567697, output_fired_time: 0.0000000000, propagate_forward_time: 3.5158989429, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2543294430
validation[          , genome  5845] predictions:    9582/  10000 (95.82%), best:    9728/10000 (97.28%), error:      1320.28113, best error:       892.12360 on epoch:    86, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 46.7527770996s, input_fired_time: 0.6347510219, output_fired_time: 0.3666465580, propagate_forward_time: 17.5824069977, propagate_backward_time: 26.6788787842, weight_update_time: 0.0748706236, other_time: 1.4900951385
epoch time: 3.8429212570s, input_fired_time: 0.0713570863, output_fired_time: 0.0000000000, propagate_forward_time: 3.5163640976, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2552001476
validation[          , genome  5845] predictions:    9701/  10000 (97.01%), best:    9728/10000 (97.28%), error:       984.96191, best error:       892.12360 on epoch:    86, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 46.6992950439s, input_fired_time: 0.6370285749, output_fired_time: 0.3653433621, propagate_forward_time: 17.5844516754, propagate_backward_time: 26.6221847534, weight_update_time: 0.0753134042, other_time: 1.4902858734
epoch time: 3.8437714577s, input_fired_time: 0.0712224990, output_fired_time: 0.0000000000, propagate_forward_time: 3.5164251328, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2561237812
validation[          , genome  5845] predictions:    9709/  10000 (97.09%), best:    9728/10000 (97.28%), error:       994.19708, best error:       892.12360 on epoch:    86, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 46.7339630127s, input_fired_time: 0.6384659410, output_fired_time: 0.3660287857, propagate_forward_time: 17.6068077087, propagate_backward_time: 26.6260375977, weight_update_time: 0.0757178515, other_time: 1.4966239929
epoch time: 3.8429417610s, input_fired_time: 0.0697710216, output_fired_time: 0.0000000000, propagate_forward_time: 3.5167677402, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2564029694
validation[          , genome  5845] predictions:    9638/  10000 (96.38%), best:    9728/10000 (97.28%), error:      1128.14478, best error:       892.12360 on epoch:    86, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 47.6971092224s, input_fired_time: 0.6395405531, output_fired_time: 0.3725177646, propagate_forward_time: 17.9712562561, propagate_backward_time: 27.2080993652, weight_update_time: 0.0767265782, other_time: 1.5056953430
epoch time: 3.8468163013s, input_fired_time: 0.0722686425, output_fired_time: 0.0000000000, propagate_forward_time: 3.5187635422, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2557840347
validation[          , genome  5845] predictions:    9708/  10000 (97.08%), best:    9728/10000 (97.28%), error:       947.76886, best error:       892.12360 on epoch:    86, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 46.8542327881s, input_fired_time: 0.6385799646, output_fired_time: 0.3669433296, propagate_forward_time: 17.6473121643, propagate_backward_time: 26.7075672150, weight_update_time: 0.0760515109, other_time: 1.4938297272
epoch time: 3.8427038193s, input_fired_time: 0.0717896596, output_fired_time: 0.0000000000, propagate_forward_time: 3.5158994198, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2550146580
validation[          , genome  5845] predictions:    9681/  10000 (96.81%), best:    9728/10000 (97.28%), error:      1002.85370, best error:       892.12360 on epoch:    86, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 46.7892990112s, input_fired_time: 0.6419566274, output_fired_time: 0.3669238091, propagate_forward_time: 17.6422252655, propagate_backward_time: 26.6493301392, weight_update_time: 0.0760357231, other_time: 1.4888629913
epoch time: 3.8634130955s, input_fired_time: 0.0714033768, output_fired_time: 0.0000000000, propagate_forward_time: 3.5352368355, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2567729950
validation[          , genome  5845] predictions:    9681/  10000 (96.81%), best:    9728/10000 (97.28%), error:      1030.42041, best error:       892.12360 on epoch:    86, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 47.5081825256s, input_fired_time: 0.6447520256, output_fired_time: 0.3708104491, propagate_forward_time: 17.9545249939, propagate_backward_time: 27.0238838196, weight_update_time: 0.0773652643, other_time: 1.5142097473
epoch time: 3.8993108273s, input_fired_time: 0.0743133649, output_fired_time: 0.0000000000, propagate_forward_time: 3.5556178093, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2693796158
validation[          , genome  5845] predictions:    9694/  10000 (96.94%), best:    9728/10000 (97.28%), error:       955.38544, best error:       892.12360 on epoch:    86, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 47.1909790039s, input_fired_time: 0.6434556246, output_fired_time: 0.3694710732, propagate_forward_time: 17.7809734344, propagate_backward_time: 26.8863010406, weight_update_time: 0.0769269243, other_time: 1.5107765198
epoch time: 3.8436875343s, input_fired_time: 0.0703148916, output_fired_time: 0.0000000000, propagate_forward_time: 3.5186614990, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2547111511
validation[          , genome  5845] predictions:    9640/  10000 (96.40%), best:    9728/10000 (97.28%), error:      1119.05591, best error:       892.12360 on epoch:    86, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 46.7162590027s, input_fired_time: 0.6412822008, output_fired_time: 0.3661872745, propagate_forward_time: 17.5983982086, propagate_backward_time: 26.6205387115, weight_update_time: 0.0765591562, other_time: 1.4898529053
epoch time: 3.8380827904s, input_fired_time: 0.0709136054, output_fired_time: 0.0000000000, propagate_forward_time: 3.5142049789, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2529642582
validation[          , genome  5845] predictions:    9688/  10000 (96.88%), best:    9728/10000 (97.28%), error:      1031.21411, best error:       892.12360 on epoch:    86, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 46.7321357727s, input_fired_time: 0.6383776665, output_fired_time: 0.3723213077, propagate_forward_time: 17.5848846436, propagate_backward_time: 26.6596412659, weight_update_time: 0.0766567439, other_time: 1.4769096375
epoch time: 3.8427872658s, input_fired_time: 0.0702386275, output_fired_time: 0.0000000000, propagate_forward_time: 3.5180306435, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2545180321
validation[          , genome  5845] predictions:    9678/  10000 (96.78%), best:    9728/10000 (97.28%), error:      1056.93982, best error:       892.12360 on epoch:    86, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 46.6704864502s, input_fired_time: 0.6418012381, output_fired_time: 0.3654159904, propagate_forward_time: 17.5818309784, propagate_backward_time: 26.5955238342, weight_update_time: 0.0766115189, other_time: 1.4859142303
epoch time: 3.8414580822s, input_fired_time: 0.0720204934, output_fired_time: 0.0000000000, propagate_forward_time: 3.5158362389, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2536013126
validation[          , genome  5845] predictions:    9700/  10000 (97.00%), best:    9728/10000 (97.28%), error:       961.70233, best error:       892.12360 on epoch:    86, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 46.6897010803s, input_fired_time: 0.6434376240, output_fired_time: 0.3653186262, propagate_forward_time: 17.5815219879, propagate_backward_time: 26.6116352081, weight_update_time: 0.0770105422, other_time: 1.4877891541
epoch time: 3.8465757370s, input_fired_time: 0.0734704137, output_fired_time: 0.0000000000, propagate_forward_time: 3.5171968937, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2559084892
validation[          , genome  5845] predictions:    9695/  10000 (96.95%), best:    9728/10000 (97.28%), error:      1009.58380, best error:       892.12360 on epoch:    86, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 46.6838645935s, input_fired_time: 0.6434370875, output_fired_time: 0.3655830026, propagate_forward_time: 17.5817623138, propagate_backward_time: 26.6113967896, weight_update_time: 0.0772796124, other_time: 1.4816875458
epoch time: 3.8415372372s, input_fired_time: 0.0721190721, output_fired_time: 0.0000000000, propagate_forward_time: 3.5154774189, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2539408207
validation[          , genome  5845] predictions:    9644/  10000 (96.44%), best:    9728/10000 (97.28%), error:      1110.16052, best error:       892.12360 on epoch:    86, 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: 19.3333930969s, input_fired_time: 0.3544301689, output_fired_time: 0.0000000000, propagate_forward_time: 17.6543121338, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3246517181
best training[          , genome  5845] predictions:   49526/  50000 (99.05%), best:    9728/10000 (97.28%), error:      1924.72034, best error:       892.12360 on epoch:    86, 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: 3.8485445976s, input_fired_time: 0.0699627548, output_fired_time: 0.0000000000, propagate_forward_time: 3.5186021328, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2599797249
   testing[          , genome  5845] predictions:    9752/  10000 (97.52%), best:    9728/10000 (97.28%), error:       868.18823, best error:       892.12360 on epoch:    86, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
23:32:24 (4352): called boinc_finish(0)

</stderr_txt>
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