Nameexact_genome_1512568488_45_5608_0
Workunit2599295
Created7 Dec 2017, 15:37:25 UTC
Sent7 Dec 2017, 15:39:50 UTC
Report deadline13 Dec 2017, 11:03:51 UTC
Received7 Dec 2017, 22:59:54 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID67174
Run time1 hours 38 min 24 sec
CPU time1 hours 38 min 22 sec
Validate stateValid
Credit1,452.09
Device peak FLOPS4.03 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size149.96 MB
Peak swap size151.71 MB
Peak disk usage1.08 MB

Stderr output

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

epoch time: 54.2358016968s, input_fired_time: 0.6845779419, output_fired_time: 0.4134266376, propagate_forward_time: 20.6873893738, propagate_backward_time: 30.7479305267, weight_update_time: 0.0721316561, other_time: 1.7024784088
epoch time: 4.6476922035s, input_fired_time: 0.0726823434, output_fired_time: 0.0000000000, propagate_forward_time: 4.2808618546, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2941479683
validation[          , genome  5608] predictions:    9623/  10000 (96.23%), best:    9688/10000 (96.88%), error:      1205.14282, best error:      1042.46765 on epoch:    13, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 55.1405181885s, input_fired_time: 0.6738650799, output_fired_time: 0.4186932147, propagate_forward_time: 21.1084671021, propagate_backward_time: 31.3320217133, weight_update_time: 0.0722440705, other_time: 1.6074695587
epoch time: 4.4503798485s, input_fired_time: 0.0714050159, output_fired_time: 0.0000000000, propagate_forward_time: 4.1013321877, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2776427269
validation[          , genome  5608] predictions:    9692/  10000 (96.92%), best:    9688/10000 (96.88%), error:      1065.28210, best error:      1042.46765 on epoch:    13, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 53.2685432434s, input_fired_time: 0.6594503522, output_fired_time: 0.4058365822, propagate_forward_time: 20.3533630371, propagate_backward_time: 30.3042507172, weight_update_time: 0.0698516220, other_time: 1.5456409454
epoch time: 4.4052529335s, input_fired_time: 0.0695234165, output_fired_time: 0.0000000000, propagate_forward_time: 4.0633506775, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2723789215
validation[          , genome  5608] predictions:    9655/  10000 (96.55%), best:    9688/10000 (96.88%), error:      1113.74915, best error:      1042.46765 on epoch:    13, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 55.0203018188s, input_fired_time: 0.6748463511, output_fired_time: 0.4182987213, propagate_forward_time: 21.0285949707, propagate_backward_time: 31.2986106873, weight_update_time: 0.0727297068, other_time: 1.5999488831
epoch time: 4.9976167679s, input_fired_time: 0.0756115615, output_fired_time: 0.0000000000, propagate_forward_time: 4.6250271797, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2969779968
validation[          , genome  5608] predictions:    9677/  10000 (96.77%), best:    9688/10000 (96.88%), error:      1052.96851, best error:      1042.46765 on epoch:    13, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 54.9494438171s, input_fired_time: 0.6753411293, output_fired_time: 0.4180292487, propagate_forward_time: 21.0095958710, propagate_backward_time: 31.2373790741, weight_update_time: 0.0735977441, other_time: 1.6090946198
epoch time: 4.3899674416s, input_fired_time: 0.0695285946, output_fired_time: 0.0000000000, propagate_forward_time: 4.0485558510, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2718830109
validation[          , genome  5608] predictions:    9660/  10000 (96.60%), best:    9688/10000 (96.88%), error:      1134.90259, best error:      1042.46765 on epoch:    13, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 53.0966758728s, input_fired_time: 0.6605452895, output_fired_time: 0.4061431587, propagate_forward_time: 20.2986946106, propagate_backward_time: 30.1850528717, weight_update_time: 0.0704222172, other_time: 1.5462398529
epoch time: 4.3748283386s, input_fired_time: 0.0673981085, output_fired_time: 0.0000000000, propagate_forward_time: 4.0418601036, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2655701637
validation[          , genome  5608] predictions:    9647/  10000 (96.47%), best:    9688/10000 (96.88%), error:      1180.18835, best error:      1042.46765 on epoch:    13, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 54.5683631897s, input_fired_time: 0.6747010350, output_fired_time: 0.4161503911, propagate_forward_time: 20.8408241272, propagate_backward_time: 31.0425262451, weight_update_time: 0.0724412352, other_time: 1.5941619873
epoch time: 4.3771791458s, input_fired_time: 0.0677506700, output_fired_time: 0.0000000000, propagate_forward_time: 4.0426459312, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2667827606
validation[          , genome  5608] predictions:    9554/  10000 (95.54%), best:    9688/10000 (96.88%), error:      1436.86926, best error:      1042.46765 on epoch:    13, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 52.9249725342s, input_fired_time: 0.6641042233, output_fired_time: 0.4048654735, propagate_forward_time: 20.2187652588, propagate_backward_time: 30.0972957611, weight_update_time: 0.0704282299, other_time: 1.5399417877
epoch time: 4.3751873970s, input_fired_time: 0.0666691959, output_fired_time: 0.0000000000, propagate_forward_time: 4.0413618088, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2671566010
validation[          , genome  5608] predictions:    9702/  10000 (97.02%), best:    9702/10000 (97.02%), error:      1029.71948, best error:      1029.71948 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 52.9552001953s, input_fired_time: 0.6612063646, output_fired_time: 0.4053843021, propagate_forward_time: 20.2148857117, propagate_backward_time: 30.1223869324, weight_update_time: 0.0702704489, other_time: 1.5513381958
epoch time: 4.3801364899s, input_fired_time: 0.0678612962, output_fired_time: 0.0000000000, propagate_forward_time: 4.0426287651, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2696466446
validation[          , genome  5608] predictions:    9699/  10000 (96.99%), best:    9699/10000 (96.99%), error:       972.24310, best error:       972.24310 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 54.2925376892s, input_fired_time: 0.6736215353, output_fired_time: 0.4146666527, propagate_forward_time: 20.7184371948, propagate_backward_time: 30.8586597443, weight_update_time: 0.0723721534, other_time: 1.6271533966
epoch time: 4.3803429604s, input_fired_time: 0.0667060465, output_fired_time: 0.0000000000, propagate_forward_time: 4.0428318977, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2708048820
validation[          , genome  5608] predictions:    9636/  10000 (96.36%), best:    9699/10000 (96.99%), error:      1257.96362, best error:       972.24310 on epoch:    22, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 54.2933158875s, input_fired_time: 0.6757207513, output_fired_time: 0.4139465094, propagate_forward_time: 20.6926040649, propagate_backward_time: 30.8584918976, weight_update_time: 0.0723715350, other_time: 1.6525516510
epoch time: 4.7018470764s, input_fired_time: 0.0730542392, output_fired_time: 0.0000000000, propagate_forward_time: 4.3385791779, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2902135849
validation[          , genome  5608] predictions:    9627/  10000 (96.27%), best:    9699/10000 (96.99%), error:      1164.27551, best error:       972.24310 on epoch:    22, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 54.1732215881s, input_fired_time: 0.6829916239, output_fired_time: 0.4134997725, propagate_forward_time: 20.7278995514, propagate_backward_time: 30.6771697998, weight_update_time: 0.0829016492, other_time: 1.6716613770
epoch time: 4.7011623383s, input_fired_time: 0.0733529255, output_fired_time: 0.0000000000, propagate_forward_time: 4.3321776390, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2956318855
validation[          , genome  5608] predictions:    9643/  10000 (96.43%), best:    9699/10000 (96.99%), error:      1118.58167, best error:       972.24310 on epoch:    22, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 54.4852828979s, input_fired_time: 0.6764768958, output_fired_time: 0.4169014990, propagate_forward_time: 20.8090877533, propagate_backward_time: 30.9839992523, weight_update_time: 0.0726414025, other_time: 1.5988178253
epoch time: 4.3744549751s, input_fired_time: 0.0671509951, output_fired_time: 0.0000000000, propagate_forward_time: 4.0417776108, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2655262947
validation[          , genome  5608] predictions:    9712/  10000 (97.12%), best:    9699/10000 (96.99%), error:       984.68457, best error:       972.24310 on epoch:    22, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 53.1779556274s, input_fired_time: 0.6668576598, output_fired_time: 0.4060789049, propagate_forward_time: 20.3069686890, propagate_backward_time: 30.2444534302, weight_update_time: 0.0707270876, other_time: 1.5535964966
epoch time: 4.3790745735s, input_fired_time: 0.0682093352, output_fired_time: 0.0000000000, propagate_forward_time: 4.0427575111, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2681078911
validation[          , genome  5608] predictions:    9676/  10000 (96.76%), best:    9699/10000 (96.99%), error:      1038.75684, best error:       972.24310 on epoch:    22, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 55.4569740295s, input_fired_time: 0.6815706491, output_fired_time: 0.4202881753, propagate_forward_time: 21.1900920868, propagate_backward_time: 31.5506076813, weight_update_time: 0.0735360906, other_time: 1.6144161224
epoch time: 4.3784451485s, input_fired_time: 0.0674472526, output_fired_time: 0.0000000000, propagate_forward_time: 4.0447635651, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2662343979
validation[          , genome  5608] predictions:    9682/  10000 (96.82%), best:    9699/10000 (96.99%), error:      1017.60388, best error:       972.24310 on epoch:    22, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 53.0572128296s, input_fired_time: 0.6645413041, output_fired_time: 0.4054265022, propagate_forward_time: 20.2509441376, propagate_backward_time: 30.1991958618, weight_update_time: 0.0713313445, other_time: 1.5371036530
epoch time: 4.3798890114s, input_fired_time: 0.0678834096, output_fired_time: 0.0000000000, propagate_forward_time: 4.0474643707, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2645411491
validation[          , genome  5608] predictions:    9634/  10000 (96.34%), best:    9699/10000 (96.99%), error:      1200.03967, best error:       972.24310 on epoch:    22, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 53.0106849670s, input_fired_time: 0.6666728258, output_fired_time: 0.4039488733, propagate_forward_time: 20.2512664795, propagate_backward_time: 30.1746997833, weight_update_time: 0.0720400363, other_time: 1.5140972137
epoch time: 4.3768510818s, input_fired_time: 0.0683926269, output_fired_time: 0.0000000000, propagate_forward_time: 4.0424818993, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2659764290
validation[          , genome  5608] predictions:    9731/  10000 (97.31%), best:    9731/10000 (97.31%), error:       909.42950, best error:       909.42950 on epoch:    30, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 57.1533927917s, input_fired_time: 0.6957489252, output_fired_time: 0.4291793704, propagate_forward_time: 21.8563060760, propagate_backward_time: 32.5471763611, weight_update_time: 0.0759375170, other_time: 1.6249809265
epoch time: 4.3815398216s, input_fired_time: 0.0678293705, output_fired_time: 0.0000000000, propagate_forward_time: 4.0465202332, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2671899796
validation[          , genome  5608] predictions:    9676/  10000 (96.76%), best:    9731/10000 (97.31%), error:      1158.42334, best error:       909.42950 on epoch:    30, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 54.4068412781s, input_fired_time: 0.6746197939, output_fired_time: 0.4140102863, propagate_forward_time: 20.7836933136, propagate_backward_time: 30.9875907898, weight_update_time: 0.0730818808, other_time: 1.5469245911
epoch time: 4.4289860725s, input_fired_time: 0.0683631301, output_fired_time: 0.0000000000, propagate_forward_time: 4.0901460648, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2704768181
validation[          , genome  5608] predictions:    9669/  10000 (96.69%), best:    9731/10000 (97.31%), error:      1083.44788, best error:       909.42950 on epoch:    30, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 55.8352355957s, input_fired_time: 0.6886298656, output_fired_time: 0.4225048721, propagate_forward_time: 21.3750362396, propagate_backward_time: 31.7451782227, weight_update_time: 0.0746433735, other_time: 1.6038894653
epoch time: 4.3751878738s, input_fired_time: 0.0678220913, output_fired_time: 0.0000000000, propagate_forward_time: 4.0426349640, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2647309303
validation[          , genome  5608] predictions:    9674/  10000 (96.74%), best:    9731/10000 (97.31%), error:      1117.14209, best error:       909.42950 on epoch:    30, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 52.9551239014s, input_fired_time: 0.6651522517, output_fired_time: 0.4032523930, propagate_forward_time: 20.2413864136, propagate_backward_time: 30.1328811646, weight_update_time: 0.0717534870, other_time: 1.5124511719
epoch time: 4.3834819794s, input_fired_time: 0.0681132376, output_fired_time: 0.0000000000, propagate_forward_time: 4.0435633659, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2718052864
validation[          , genome  5608] predictions:    9695/  10000 (96.95%), best:    9731/10000 (97.31%), error:       976.19647, best error:       909.42950 on epoch:    30, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 52.8562164307s, input_fired_time: 0.6606382728, output_fired_time: 0.4016587138, propagate_forward_time: 20.2118358612, propagate_backward_time: 30.0930957794, weight_update_time: 0.0714665800, other_time: 1.4889907837
epoch time: 4.3810086250s, input_fired_time: 0.0692915618, output_fired_time: 0.0000000000, propagate_forward_time: 4.0450520515, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2666649818
validation[          , genome  5608] predictions:    9695/  10000 (96.95%), best:    9731/10000 (97.31%), error:      1023.49091, best error:       909.42950 on epoch:    30, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 53.0519447327s, input_fired_time: 0.6678835750, output_fired_time: 0.4080754519, propagate_forward_time: 20.2774810791, propagate_backward_time: 30.1893806458, weight_update_time: 0.0718364790, other_time: 1.5091209412
epoch time: 4.3827080727s, input_fired_time: 0.0706258789, output_fired_time: 0.0000000000, propagate_forward_time: 4.0423660278, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2697162628
validation[          , genome  5608] predictions:    9649/  10000 (96.49%), best:    9731/10000 (97.31%), error:      1132.80615, best error:       909.42950 on epoch:    30, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 52.8450469971s, input_fired_time: 0.6608066559, output_fired_time: 0.4013822973, propagate_forward_time: 20.2036132812, propagate_backward_time: 30.0890312195, weight_update_time: 0.0718492493, other_time: 1.4902153015
epoch time: 4.3771686554s, input_fired_time: 0.0688542873, output_fired_time: 0.0000000000, propagate_forward_time: 4.0422692299, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2660450935
validation[          , genome  5608] predictions:    9713/  10000 (97.13%), best:    9731/10000 (97.31%), error:       924.41595, best error:       909.42950 on epoch:    30, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 54.3215560913s, input_fired_time: 0.6746995449, output_fired_time: 0.4112799168, propagate_forward_time: 20.7709999084, propagate_backward_time: 30.9326477051, weight_update_time: 0.0735129490, other_time: 1.5319290161
epoch time: 4.3746862411s, input_fired_time: 0.0688660741, output_fired_time: 0.0000000000, propagate_forward_time: 4.0426545143, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2631654739
validation[          , genome  5608] predictions:    9696/  10000 (96.96%), best:    9731/10000 (97.31%), error:       974.84229, best error:       909.42950 on epoch:    30, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 52.9249114990s, input_fired_time: 0.6667240262, output_fired_time: 0.4027991295, propagate_forward_time: 20.2210826874, propagate_backward_time: 30.1122245789, weight_update_time: 0.0718428865, other_time: 1.5220813751
epoch time: 4.4264264107s, input_fired_time: 0.0694396570, output_fired_time: 0.0000000000, propagate_forward_time: 4.0833535194, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2736330032
validation[          , genome  5608] predictions:    9704/  10000 (97.04%), best:    9731/10000 (97.31%), error:       940.32379, best error:       909.42950 on epoch:    30, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 53.0969924927s, input_fired_time: 0.6696901321, output_fired_time: 0.4042621851, propagate_forward_time: 20.2856407166, propagate_backward_time: 30.2178478241, weight_update_time: 0.0724552795, other_time: 1.5195522308
epoch time: 4.3684816360s, input_fired_time: 0.0669749081, output_fired_time: 0.0000000000, propagate_forward_time: 4.0402765274, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2612299919
validation[          , genome  5608] predictions:    9667/  10000 (96.67%), best:    9731/10000 (97.31%), error:      1053.52454, best error:       909.42950 on epoch:    30, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 54.8010292053s, input_fired_time: 0.6827601194, output_fired_time: 0.4170078337, propagate_forward_time: 20.9295425415, propagate_backward_time: 31.2095260620, weight_update_time: 0.0732670650, other_time: 1.5621948242
epoch time: 4.3749775887s, input_fired_time: 0.0689340755, output_fired_time: 0.0000000000, propagate_forward_time: 4.0415978432, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2644457817
validation[          , genome  5608] predictions:    9710/  10000 (97.10%), best:    9731/10000 (97.31%), error:       970.58722, best error:       909.42950 on epoch:    30, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 55.9789123535s, input_fired_time: 0.6880277395, output_fired_time: 0.4272480011, propagate_forward_time: 21.4044666290, propagate_backward_time: 31.8799457550, weight_update_time: 0.0748978406, other_time: 1.5792293549
epoch time: 4.5444054604s, input_fired_time: 0.0683823898, output_fired_time: 0.0000000000, propagate_forward_time: 4.2034621239, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2725610733
validation[          , genome  5608] predictions:    9653/  10000 (96.53%), best:    9731/10000 (97.31%), error:      1100.22998, best error:       909.42950 on epoch:    30, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 56.2034416199s, input_fired_time: 0.6915615201, output_fired_time: 0.4271183908, propagate_forward_time: 21.5159664154, propagate_backward_time: 31.9833774567, weight_update_time: 0.0752839223, other_time: 1.5854167938
epoch time: 4.7368493080s, input_fired_time: 0.0726528019, output_fired_time: 0.0000000000, propagate_forward_time: 4.3833308220, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2808656693
validation[          , genome  5608] predictions:    9711/  10000 (97.11%), best:    9731/10000 (97.31%), error:       987.78851, best error:       909.42950 on epoch:    30, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 54.1828956604s, input_fired_time: 0.6785196662, output_fired_time: 0.4100158513, propagate_forward_time: 20.7368526459, propagate_backward_time: 30.8091545105, weight_update_time: 0.0729758814, other_time: 1.5483512878
epoch time: 4.3835830688s, input_fired_time: 0.0683972761, output_fired_time: 0.0000000000, propagate_forward_time: 4.0407643318, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2744216919
validation[          , genome  5608] predictions:    9713/  10000 (97.13%), best:    9731/10000 (97.31%), error:       945.09900, best error:       909.42950 on epoch:    30, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 53.8294639587s, input_fired_time: 0.6754316688, output_fired_time: 0.4126052558, propagate_forward_time: 20.5448894501, propagate_backward_time: 30.6539134979, weight_update_time: 0.0723824278, other_time: 1.5426273346
epoch time: 4.3818073273s, input_fired_time: 0.0695299059, output_fired_time: 0.0000000000, propagate_forward_time: 4.0482902527, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2639870644
validation[          , genome  5608] predictions:    9721/  10000 (97.21%), best:    9731/10000 (97.31%), error:       910.86731, best error:       909.42950 on epoch:    30, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 54.4226303101s, input_fired_time: 0.6848352551, output_fired_time: 0.4111737311, propagate_forward_time: 20.8079872131, propagate_backward_time: 30.9832954407, weight_update_time: 0.0729672387, other_time: 1.5353393555
epoch time: 4.3755598068s, input_fired_time: 0.0685877874, output_fired_time: 0.0000000000, propagate_forward_time: 4.0429077148, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2640643120
validation[          , genome  5608] predictions:    9693/  10000 (96.93%), best:    9731/10000 (97.31%), error:      1011.69464, best error:       909.42950 on epoch:    30, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 53.9711074829s, input_fired_time: 0.6767066121, output_fired_time: 0.4084118903, propagate_forward_time: 20.6313667297, propagate_backward_time: 30.7128372192, weight_update_time: 0.0725005865, other_time: 1.5417823792
epoch time: 4.3900594711s, input_fired_time: 0.0692223087, output_fired_time: 0.0000000000, propagate_forward_time: 4.0555438995, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2652931213
validation[          , genome  5608] predictions:    9687/  10000 (96.87%), best:    9731/10000 (97.31%), error:      1034.46484, best error:       909.42950 on epoch:    30, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 53.2036552429s, input_fired_time: 0.6768888831, output_fired_time: 0.4040611088, propagate_forward_time: 20.3270149231, propagate_backward_time: 30.2646598816, weight_update_time: 0.0726989582, other_time: 1.5310325623
epoch time: 4.3858456612s, input_fired_time: 0.0688787624, output_fired_time: 0.0000000000, propagate_forward_time: 4.0511183739, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2658486366
validation[          , genome  5608] predictions:    9668/  10000 (96.68%), best:    9731/10000 (97.31%), error:      1068.61096, best error:       909.42950 on epoch:    30, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 52.9738082886s, input_fired_time: 0.6706751585, output_fired_time: 0.4033803046, propagate_forward_time: 20.2316989899, propagate_backward_time: 30.1577758789, weight_update_time: 0.0722240359, other_time: 1.5102787018
epoch time: 4.3782153130s, input_fired_time: 0.0680526793, output_fired_time: 0.0000000000, propagate_forward_time: 4.0450992584, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2650632858
validation[          , genome  5608] predictions:    9692/  10000 (96.92%), best:    9731/10000 (97.31%), error:      1041.84253, best error:       909.42950 on epoch:    30, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 53.6282691956s, input_fired_time: 0.6763255000, output_fired_time: 0.4065441787, propagate_forward_time: 20.4933528900, propagate_backward_time: 30.5195922852, weight_update_time: 0.0707287043, other_time: 1.5324554443
epoch time: 4.3915519714s, input_fired_time: 0.0699890032, output_fired_time: 0.0000000000, propagate_forward_time: 4.0444021225, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2771606445
validation[          , genome  5608] predictions:    9706/  10000 (97.06%), best:    9731/10000 (97.31%), error:       946.62482, best error:       909.42950 on epoch:    30, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 53.1524276733s, input_fired_time: 0.6737869382, output_fired_time: 0.4045600593, propagate_forward_time: 20.2831993103, propagate_backward_time: 30.2756309509, weight_update_time: 0.0680071339, other_time: 1.5152511597
epoch time: 4.3744554520s, input_fired_time: 0.0695809647, output_fired_time: 0.0000000000, propagate_forward_time: 4.0409722328, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2639021873
validation[          , genome  5608] predictions:    9719/  10000 (97.19%), best:    9731/10000 (97.31%), error:       914.14331, best error:       909.42950 on epoch:    30, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 52.8972892761s, input_fired_time: 0.6700482368, output_fired_time: 0.4025788605, propagate_forward_time: 20.2130508423, propagate_backward_time: 30.1188735962, weight_update_time: 0.0673291832, other_time: 1.4927368164
epoch time: 4.3762073517s, input_fired_time: 0.0702831596, output_fired_time: 0.0000000000, propagate_forward_time: 4.0407986641, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2651257515
validation[          , genome  5608] predictions:    9587/  10000 (95.87%), best:    9731/10000 (97.31%), error:      1280.34412, best error:       909.42950 on epoch:    30, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 52.9253311157s, input_fired_time: 0.6695479155, output_fired_time: 0.4033635557, propagate_forward_time: 20.2073192596, propagate_backward_time: 30.1564865112, weight_update_time: 0.0671746731, other_time: 1.4886150360
epoch time: 4.4078741074s, input_fired_time: 0.0736802593, output_fired_time: 0.0000000000, propagate_forward_time: 4.0634622574, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2707314491
validation[          , genome  5608] predictions:    9738/  10000 (97.38%), best:    9731/10000 (97.31%), error:       930.05225, best error:       909.42950 on epoch:    30, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 53.1506080627s, input_fired_time: 0.6726192236, output_fired_time: 0.4051088095, propagate_forward_time: 20.2928218842, propagate_backward_time: 30.2796268463, weight_update_time: 0.0676491931, other_time: 1.5004310608
epoch time: 4.3834319115s, input_fired_time: 0.0728333965, output_fired_time: 0.0000000000, propagate_forward_time: 4.0429511070, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2676472664
validation[          , genome  5608] predictions:    9674/  10000 (96.74%), best:    9731/10000 (97.31%), error:      1050.93176, best error:       909.42950 on epoch:    30, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 55.2589607239s, input_fired_time: 0.6932010651, output_fired_time: 0.4189860523, propagate_forward_time: 21.2132282257, propagate_backward_time: 31.3584461212, weight_update_time: 0.0718791038, other_time: 1.5750942230
epoch time: 4.4329338074s, input_fired_time: 0.0727040544, output_fired_time: 0.0000000000, propagate_forward_time: 4.0853667259, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2748632431
validation[          , genome  5608] predictions:    9737/  10000 (97.37%), best:    9731/10000 (97.31%), error:       910.97882, best error:       909.42950 on epoch:    30, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 53.4664916992s, input_fired_time: 0.6819979548, output_fired_time: 0.4070003629, propagate_forward_time: 20.4506874084, propagate_backward_time: 30.3724441528, weight_update_time: 0.0680221468, other_time: 1.5543594360
epoch time: 4.3788404465s, input_fired_time: 0.0689867213, output_fired_time: 0.0000000000, propagate_forward_time: 4.0439610481, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2658925056
validation[          , genome  5608] predictions:    9611/  10000 (96.11%), best:    9731/10000 (97.31%), error:      1283.35693, best error:       909.42950 on epoch:    30, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 52.9191970825s, input_fired_time: 0.6755587459, output_fired_time: 0.4033484161, propagate_forward_time: 20.2269573212, propagate_backward_time: 30.1031093597, weight_update_time: 0.0674964562, other_time: 1.5102233887
epoch time: 4.3755960464s, input_fired_time: 0.0694962591, output_fired_time: 0.0000000000, propagate_forward_time: 4.0441064835, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2619934082
validation[          , genome  5608] predictions:    9692/  10000 (96.92%), best:    9731/10000 (97.31%), error:       978.14313, best error:       909.42950 on epoch:    30, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 52.9158248901s, input_fired_time: 0.6770424247, output_fired_time: 0.4035876989, propagate_forward_time: 20.2240505219, propagate_backward_time: 30.1050319672, weight_update_time: 0.0675737113, other_time: 1.5061111450
epoch time: 4.3787794113s, input_fired_time: 0.0704763681, output_fired_time: 0.0000000000, propagate_forward_time: 4.0437927246, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2645101547
validation[          , genome  5608] predictions:    9733/  10000 (97.33%), best:    9733/10000 (97.33%), error:       868.94843, best error:       868.94843 on epoch:    58, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 52.9649734497s, input_fired_time: 0.6781118512, output_fired_time: 0.4039534032, propagate_forward_time: 20.2285537720, propagate_backward_time: 30.1243076324, weight_update_time: 0.0675187930, other_time: 1.5300464630
epoch time: 4.3828020096s, input_fired_time: 0.0704547390, output_fired_time: 0.0000000000, propagate_forward_time: 4.0448975563, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2674498558
validation[          , genome  5608] predictions:    9652/  10000 (96.52%), best:    9733/10000 (97.33%), error:      1245.25977, best error:       868.94843 on epoch:    58, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 53.2610969543s, input_fired_time: 0.6805028915, output_fired_time: 0.4063644111, propagate_forward_time: 20.3380298615, propagate_backward_time: 30.3072586060, weight_update_time: 0.0678409711, other_time: 1.5289402008
epoch time: 4.3828101158s, input_fired_time: 0.0704145133, output_fired_time: 0.0000000000, propagate_forward_time: 4.0457968712, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2665987015
validation[          , genome  5608] predictions:    9705/  10000 (97.05%), best:    9733/10000 (97.33%), error:       916.28882, best error:       868.94843 on epoch:    58, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 53.9110832214s, input_fired_time: 0.6869062781, output_fired_time: 0.4094888270, propagate_forward_time: 20.6018924713, propagate_backward_time: 30.6698207855, weight_update_time: 0.0691889077, other_time: 1.5429782867
epoch time: 4.3789424896s, input_fired_time: 0.0707465634, output_fired_time: 0.0000000000, propagate_forward_time: 4.0419163704, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2662796974
validation[          , genome  5608] predictions:    9721/  10000 (97.21%), best:    9733/10000 (97.33%), error:       904.01569, best error:       868.94843 on epoch:    58, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 52.9341545105s, input_fired_time: 0.6807850599, output_fired_time: 0.4029851854, propagate_forward_time: 20.2167491913, propagate_backward_time: 30.1061382294, weight_update_time: 0.0677573681, other_time: 1.5274963379
epoch time: 4.3815169334s, input_fired_time: 0.0695215017, output_fired_time: 0.0000000000, propagate_forward_time: 4.0426545143, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2693409920
validation[          , genome  5608] predictions:    9657/  10000 (96.57%), best:    9733/10000 (97.33%), error:      1088.79590, best error:       868.94843 on epoch:    58, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 52.9261741638s, input_fired_time: 0.6782609224, output_fired_time: 0.4027599990, propagate_forward_time: 20.2256546021, propagate_backward_time: 30.1076030731, weight_update_time: 0.0677131936, other_time: 1.5118961334
epoch time: 4.3768849373s, input_fired_time: 0.0707750320, output_fired_time: 0.0000000000, propagate_forward_time: 4.0415949821, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2645149231
validation[          , genome  5608] predictions:    9700/  10000 (97.00%), best:    9733/10000 (97.33%), error:       980.87451, best error:       868.94843 on epoch:    58, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 52.8935890198s, input_fired_time: 0.6782893538, output_fired_time: 0.4026011825, propagate_forward_time: 20.2133255005, propagate_backward_time: 30.0884399414, weight_update_time: 0.0676679686, other_time: 1.5109367371
epoch time: 4.3739452362s, input_fired_time: 0.0700768232, output_fired_time: 0.0000000000, propagate_forward_time: 4.0399546623, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2639136314
validation[          , genome  5608] predictions:    9702/  10000 (97.02%), best:    9733/10000 (97.33%), error:      1003.85718, best error:       868.94843 on epoch:    58, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 52.8616065979s, input_fired_time: 0.6723293662, output_fired_time: 0.4018397629, propagate_forward_time: 20.2055435181, propagate_backward_time: 30.0892982483, weight_update_time: 0.0675936565, other_time: 1.4925956726
epoch time: 4.3788084984s, input_fired_time: 0.0719169825, output_fired_time: 0.0000000000, propagate_forward_time: 4.0415501595, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2653412819
validation[          , genome  5608] predictions:    9646/  10000 (96.46%), best:    9733/10000 (97.33%), error:      1175.85315, best error:       868.94843 on epoch:    58, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 55.1365127563s, input_fired_time: 0.6905188560, output_fired_time: 0.4164390266, propagate_forward_time: 21.0886898041, propagate_backward_time: 31.3950805664, weight_update_time: 0.0702359378, other_time: 1.5457839966
epoch time: 4.3813729286s, input_fired_time: 0.0730759874, output_fired_time: 0.0000000000, propagate_forward_time: 4.0406565666, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2676405907
validation[          , genome  5608] predictions:    9692/  10000 (96.92%), best:    9733/10000 (97.33%), error:      1029.21790, best error:       868.94843 on epoch:    58, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 53.2979736328s, input_fired_time: 0.6786031723, output_fired_time: 0.4053907096, propagate_forward_time: 20.3511123657, propagate_backward_time: 30.3402729034, weight_update_time: 0.0680184215, other_time: 1.5225925446
epoch time: 4.6252264977s, input_fired_time: 0.0770147443, output_fired_time: 0.0000000000, propagate_forward_time: 4.2646188736, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2835927010
validation[          , genome  5608] predictions:    9730/  10000 (97.30%), best:    9733/10000 (97.33%), error:       960.00696, best error:       868.94843 on epoch:    58, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 53.2870140076s, input_fired_time: 0.6764417887, output_fired_time: 0.4050806165, propagate_forward_time: 20.3475189209, propagate_backward_time: 30.3408203125, weight_update_time: 0.0679500625, other_time: 1.5171546936
epoch time: 4.3787379265s, input_fired_time: 0.0730725601, output_fired_time: 0.0000000000, propagate_forward_time: 4.0400633812, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2656021118
validation[          , genome  5608] predictions:    9736/  10000 (97.36%), best:    9733/10000 (97.33%), error:       923.94336, best error:       868.94843 on epoch:    58, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 52.9885635376s, input_fired_time: 0.6753581166, output_fired_time: 0.4048960507, propagate_forward_time: 20.1984977722, propagate_backward_time: 30.2189331055, weight_update_time: 0.0672881231, other_time: 1.4908790588
epoch time: 4.3804750443s, input_fired_time: 0.0699557438, output_fired_time: 0.0000000000, propagate_forward_time: 4.0452909470, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2652282715
validation[          , genome  5608] predictions:    9551/  10000 (95.51%), best:    9733/10000 (97.33%), error:      1497.68225, best error:       868.94843 on epoch:    58, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 53.0207366943s, input_fired_time: 0.6770827174, output_fired_time: 0.4066053629, propagate_forward_time: 20.2056121826, propagate_backward_time: 30.2310676575, weight_update_time: 0.0673666149, other_time: 1.5003700256
epoch time: 4.3768939972s, input_fired_time: 0.0706574321, output_fired_time: 0.0000000000, propagate_forward_time: 4.0421195030, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2641172409
validation[          , genome  5608] predictions:    9662/  10000 (96.62%), best:    9733/10000 (97.33%), error:      1104.51562, best error:       868.94843 on epoch:    58, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 53.0745201111s, input_fired_time: 0.6789984703, output_fired_time: 0.4051454067, propagate_forward_time: 20.2322006226, propagate_backward_time: 30.2483272552, weight_update_time: 0.0673979968, other_time: 1.5098514557
epoch time: 4.4191012383s, input_fired_time: 0.0719689727, output_fired_time: 0.0000000000, propagate_forward_time: 4.0819439888, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2651882172
validation[          , genome  5608] predictions:    9682/  10000 (96.82%), best:    9733/10000 (97.33%), error:       992.25488, best error:       868.94843 on epoch:    58, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 53.8451156616s, input_fired_time: 0.6860057116, output_fired_time: 0.4142091572, propagate_forward_time: 20.5846862793, propagate_backward_time: 30.6428756714, weight_update_time: 0.0683306605, other_time: 1.5173416138
epoch time: 4.3725967407s, input_fired_time: 0.0709064379, output_fired_time: 0.0000000000, propagate_forward_time: 4.0400686264, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2616214752
validation[          , genome  5608] predictions:    9713/  10000 (97.13%), best:    9733/10000 (97.33%), error:       946.85498, best error:       868.94843 on epoch:    58, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 53.3352661133s, input_fired_time: 0.6797537208, output_fired_time: 0.4049923718, propagate_forward_time: 20.3779602051, propagate_backward_time: 30.3648223877, weight_update_time: 0.0675268322, other_time: 1.5077400208
epoch time: 4.3759989738s, input_fired_time: 0.0706730187, output_fired_time: 0.0000000000, propagate_forward_time: 4.0401153564, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2652106285
validation[          , genome  5608] predictions:    9724/  10000 (97.24%), best:    9733/10000 (97.33%), error:       917.27985, best error:       868.94843 on epoch:    58, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 52.8869514465s, input_fired_time: 0.6767506599, output_fired_time: 0.4014362991, propagate_forward_time: 20.2234535217, propagate_backward_time: 30.0929660797, weight_update_time: 0.0672909319, other_time: 1.4923458099
epoch time: 4.3777675629s, input_fired_time: 0.0707244426, output_fired_time: 0.0000000000, propagate_forward_time: 4.0420932770, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2649497986
validation[          , genome  5608] predictions:    9654/  10000 (96.54%), best:    9733/10000 (97.33%), error:      1118.69507, best error:       868.94843 on epoch:    58, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 52.9113922119s, input_fired_time: 0.6793200374, output_fired_time: 0.4029006660, propagate_forward_time: 20.2020606995, propagate_backward_time: 30.1199665070, weight_update_time: 0.0675277486, other_time: 1.5071430206
epoch time: 4.3772583008s, input_fired_time: 0.0719803721, output_fired_time: 0.0000000000, propagate_forward_time: 4.0408949852, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2643828392
validation[          , genome  5608] predictions:    9718/  10000 (97.18%), best:    9733/10000 (97.33%), error:       911.46698, best error:       868.94843 on epoch:    58, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 53.0122718811s, input_fired_time: 0.6783083677, output_fired_time: 0.4047572017, propagate_forward_time: 20.2121791840, propagate_backward_time: 30.2115402222, weight_update_time: 0.0676502883, other_time: 1.5054874420
epoch time: 4.3710098267s, input_fired_time: 0.0707815886, output_fired_time: 0.0000000000, propagate_forward_time: 4.0389766693, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2612514496
validation[          , genome  5608] predictions:    9725/  10000 (97.25%), best:    9733/10000 (97.33%), error:       890.44037, best error:       868.94843 on epoch:    58, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 52.9043922424s, input_fired_time: 0.6745359898, output_fired_time: 0.4021541178, propagate_forward_time: 20.2190475464, propagate_backward_time: 30.1150188446, weight_update_time: 0.0672738552, other_time: 1.4936351776
epoch time: 4.4964132309s, input_fired_time: 0.0723557100, output_fired_time: 0.0000000000, propagate_forward_time: 4.1551957130, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2688617706
validation[          , genome  5608] predictions:    9664/  10000 (96.64%), best:    9733/10000 (97.33%), error:      1159.08667, best error:       868.94843 on epoch:    58, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 58.3315658569s, input_fired_time: 0.7134127617, output_fired_time: 0.4381144643, propagate_forward_time: 22.3500556946, propagate_backward_time: 33.2067565918, weight_update_time: 0.0733162388, other_time: 1.6232261658
epoch time: 4.5808463097s, input_fired_time: 0.0742447451, output_fired_time: 0.0000000000, propagate_forward_time: 4.2279553413, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2786459923
validation[          , genome  5608] predictions:    9606/  10000 (96.06%), best:    9733/10000 (97.33%), error:      1266.76062, best error:       868.94843 on epoch:    58, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 55.1782951355s, input_fired_time: 0.6992859840, output_fired_time: 0.4160270989, propagate_forward_time: 21.1114273071, propagate_backward_time: 31.3822231293, weight_update_time: 0.0699839219, other_time: 1.5693302155
epoch time: 4.3725962639s, input_fired_time: 0.0712283403, output_fired_time: 0.0000000000, propagate_forward_time: 4.0392107964, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2621569633
validation[          , genome  5608] predictions:    9671/  10000 (96.71%), best:    9733/10000 (97.33%), error:      1098.69067, best error:       868.94843 on epoch:    58, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 53.8551177979s, input_fired_time: 0.6871835589, output_fired_time: 0.4152982235, propagate_forward_time: 20.6042022705, propagate_backward_time: 30.6303005219, weight_update_time: 0.0682583004, other_time: 1.5181331635
epoch time: 4.4455428123s, input_fired_time: 0.0726467967, output_fired_time: 0.0000000000, propagate_forward_time: 4.1066689491, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2662272453
validation[          , genome  5608] predictions:    9650/  10000 (96.50%), best:    9733/10000 (97.33%), error:      1145.94580, best error:       868.94843 on epoch:    58, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 53.4741172791s, input_fired_time: 0.6862514019, output_fired_time: 0.4107985497, propagate_forward_time: 20.4412498474, propagate_backward_time: 30.4184913635, weight_update_time: 0.0678666681, other_time: 1.5173263550
epoch time: 4.3817958832s, input_fired_time: 0.0713792965, output_fired_time: 0.0000000000, propagate_forward_time: 4.0418996811, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2685170174
validation[          , genome  5608] predictions:    9738/  10000 (97.38%), best:    9733/10000 (97.33%), error:       884.72382, best error:       868.94843 on epoch:    58, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 53.4017944336s, input_fired_time: 0.6854758263, output_fired_time: 0.4061110318, propagate_forward_time: 20.4033432007, propagate_backward_time: 30.3987789154, weight_update_time: 0.0678370893, other_time: 1.5080852509
epoch time: 4.4777297974s, input_fired_time: 0.0744661093, output_fired_time: 0.0000000000, propagate_forward_time: 4.1338396072, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2694239616
validation[          , genome  5608] predictions:    9703/  10000 (97.03%), best:    9733/10000 (97.33%), error:       996.48700, best error:       868.94843 on epoch:    58, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 53.7752799988s, input_fired_time: 0.6884967089, output_fired_time: 0.4117557406, propagate_forward_time: 20.5506668091, propagate_backward_time: 30.6210021973, weight_update_time: 0.0681618974, other_time: 1.5033607483
epoch time: 4.3859829903s, input_fired_time: 0.0751304105, output_fired_time: 0.0000000000, propagate_forward_time: 4.0413150787, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2695374489
validation[          , genome  5608] predictions:    9669/  10000 (96.69%), best:    9733/10000 (97.33%), error:      1051.23694, best error:       868.94843 on epoch:    58, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 53.0440139771s, input_fired_time: 0.6846096516, output_fired_time: 0.4028018117, propagate_forward_time: 20.2855587006, propagate_backward_time: 30.1711807251, weight_update_time: 0.0674122944, other_time: 1.4998645782
epoch time: 4.3887114525s, input_fired_time: 0.0742885247, output_fired_time: 0.0000000000, propagate_forward_time: 4.0433635712, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2710595131
validation[          , genome  5608] predictions:    9670/  10000 (96.70%), best:    9733/10000 (97.33%), error:      1100.18176, best error:       868.94843 on epoch:    58, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 52.8791618347s, input_fired_time: 0.6839571595, output_fired_time: 0.4021381736, propagate_forward_time: 20.2081604004, propagate_backward_time: 30.0952453613, weight_update_time: 0.0672314167, other_time: 1.4896621704
epoch time: 4.3769063950s, input_fired_time: 0.0719105452, output_fired_time: 0.0000000000, propagate_forward_time: 4.0419282913, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2630677223
validation[          , genome  5608] predictions:    9674/  10000 (96.74%), best:    9733/10000 (97.33%), error:      1038.24158, best error:       868.94843 on epoch:    58, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 53.3811416626s, input_fired_time: 0.6883710623, output_fired_time: 0.4066406488, propagate_forward_time: 20.3918018341, propagate_backward_time: 30.3968334198, weight_update_time: 0.0678520128, other_time: 1.4974975586
epoch time: 4.3724312782s, input_fired_time: 0.0712145194, output_fired_time: 0.0000000000, propagate_forward_time: 4.0407214165, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2604951859
validation[          , genome  5608] predictions:    9729/  10000 (97.29%), best:    9733/10000 (97.33%), error:       941.89990, best error:       868.94843 on epoch:    58, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 52.9669532776s, input_fired_time: 0.6821269989, output_fired_time: 0.4017758071, propagate_forward_time: 20.2445697784, propagate_backward_time: 30.1594676971, weight_update_time: 0.0673158690, other_time: 1.4790153503
epoch time: 4.3715090752s, input_fired_time: 0.0716734380, output_fired_time: 0.0000000000, propagate_forward_time: 4.0397372246, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2600984573
validation[          , genome  5608] predictions:    9724/  10000 (97.24%), best:    9733/10000 (97.33%), error:       932.16211, best error:       868.94843 on epoch:    58, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 53.0554885864s, input_fired_time: 0.6840904355, output_fired_time: 0.4028809071, propagate_forward_time: 20.2780056000, propagate_backward_time: 30.1981678009, weight_update_time: 0.0673078597, other_time: 1.4923439026
epoch time: 4.3719434738s, input_fired_time: 0.0710512698, output_fired_time: 0.0000000000, propagate_forward_time: 4.0407104492, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2601819038
validation[          , genome  5608] predictions:    9712/  10000 (97.12%), best:    9733/10000 (97.33%), error:       979.52710, best error:       868.94843 on epoch:    58, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 52.8734931946s, input_fired_time: 0.6856417656, output_fired_time: 0.4017194510, propagate_forward_time: 20.2083892822, propagate_backward_time: 30.0899696350, weight_update_time: 0.0673614070, other_time: 1.4877738953
epoch time: 4.3735957146s, input_fired_time: 0.0713150352, output_fired_time: 0.0000000000, propagate_forward_time: 4.0398736000, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2624073029
validation[          , genome  5608] predictions:    9669/  10000 (96.69%), best:    9733/10000 (97.33%), error:      1055.16919, best error:       868.94843 on epoch:    58, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 53.1622428894s, input_fired_time: 0.6867425442, output_fired_time: 0.4038735926, propagate_forward_time: 20.3001098633, propagate_backward_time: 30.2513046265, weight_update_time: 0.0677324831, other_time: 1.5202140808
epoch time: 4.4755396843s, input_fired_time: 0.0733415633, output_fired_time: 0.0000000000, propagate_forward_time: 4.1363725662, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2658257484
validation[          , genome  5608] predictions:    9493/  10000 (94.93%), best:    9733/10000 (97.33%), error:      1677.12598, best error:       868.94843 on epoch:    58, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 53.9151840210s, input_fired_time: 0.6900466084, output_fired_time: 0.4107539058, propagate_forward_time: 20.5977764130, propagate_backward_time: 30.7109298706, weight_update_time: 0.0684265792, other_time: 1.5056762695
epoch time: 4.5248665810s, input_fired_time: 0.0743387267, output_fired_time: 0.0000000000, propagate_forward_time: 4.1825761795, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2679514885
validation[          , genome  5608] predictions:    9736/  10000 (97.36%), best:    9733/10000 (97.33%), error:       904.02148, best error:       868.94843 on epoch:    58, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 54.1112022400s, input_fired_time: 0.6965422034, output_fired_time: 0.4103488028, propagate_forward_time: 20.6635208130, propagate_backward_time: 30.7918663025, weight_update_time: 0.0691119581, other_time: 1.5489273071
epoch time: 4.3821239471s, input_fired_time: 0.0727934018, output_fired_time: 0.0000000000, propagate_forward_time: 4.0427937508, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2665367126
validation[          , genome  5608] predictions:    9708/  10000 (97.08%), best:    9733/10000 (97.33%), error:       989.19305, best error:       868.94843 on epoch:    58, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 52.9832382202s, input_fired_time: 0.6909100413, output_fired_time: 0.4061896801, propagate_forward_time: 20.2170524597, propagate_backward_time: 30.1493034363, weight_update_time: 0.0676453263, other_time: 1.5197830200
epoch time: 4.3849148750s, input_fired_time: 0.0735286176, output_fired_time: 0.0000000000, propagate_forward_time: 4.0446009636, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2667851448
validation[          , genome  5608] predictions:    9562/  10000 (95.62%), best:    9733/10000 (97.33%), error:      1374.08545, best error:       868.94843 on epoch:    58, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 52.9601287842s, input_fired_time: 0.6895769238, output_fired_time: 0.4031521678, propagate_forward_time: 20.2152709961, propagate_backward_time: 30.1360397339, weight_update_time: 0.0676531047, other_time: 1.5160903931
epoch time: 4.3822751045s, input_fired_time: 0.0735942498, output_fired_time: 0.0000000000, propagate_forward_time: 4.0439004898, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2647805214
validation[          , genome  5608] predictions:    9731/  10000 (97.31%), best:    9733/10000 (97.33%), error:       895.35968, best error:       868.94843 on epoch:    58, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 52.9824600220s, input_fired_time: 0.6876168251, output_fired_time: 0.4024725556, propagate_forward_time: 20.2262420654, propagate_backward_time: 30.1728401184, weight_update_time: 0.0675081387, other_time: 1.4932861328
epoch time: 4.7164063454s, input_fired_time: 0.0793497190, output_fired_time: 0.0000000000, propagate_forward_time: 4.3509163857, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2861404419
validation[          , genome  5608] predictions:    9725/  10000 (97.25%), best:    9733/10000 (97.33%), error:       923.86646, best error:       868.94843 on epoch:    58, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 53.0765151978s, input_fired_time: 0.6872384548, output_fired_time: 0.4029064775, propagate_forward_time: 20.2877292633, propagate_backward_time: 30.2026386261, weight_update_time: 0.0674073026, other_time: 1.4960021973
epoch time: 4.4006791115s, input_fired_time: 0.0766904727, output_fired_time: 0.0000000000, propagate_forward_time: 4.0526318550, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2713565826
validation[          , genome  5608] predictions:    9702/  10000 (97.02%), best:    9733/10000 (97.33%), error:       962.45099, best error:       868.94843 on epoch:    58, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 52.9388694763s, input_fired_time: 0.6841372252, output_fired_time: 0.4030091166, propagate_forward_time: 20.2045574188, propagate_backward_time: 30.1625881195, weight_update_time: 0.0675721765, other_time: 1.4845809937
epoch time: 4.4077367783s, input_fired_time: 0.0751311928, output_fired_time: 0.0000000000, propagate_forward_time: 4.0650768280, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2675285339
validation[          , genome  5608] predictions:    9679/  10000 (96.79%), best:    9733/10000 (97.33%), error:      1028.19250, best error:       868.94843 on epoch:    58, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 53.0515403748s, input_fired_time: 0.6882078648, output_fired_time: 0.4030804634, propagate_forward_time: 20.2574539185, propagate_backward_time: 30.2098674774, weight_update_time: 0.0677067041, other_time: 1.4929294586
epoch time: 4.3750529289s, input_fired_time: 0.0730045959, output_fired_time: 0.0000000000, propagate_forward_time: 4.0406131744, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2614350319
validation[          , genome  5608] predictions:    9713/  10000 (97.13%), best:    9733/10000 (97.33%), error:       975.99133, best error:       868.94843 on epoch:    58, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 52.9799766541s, input_fired_time: 0.6900051236, output_fired_time: 0.4022301435, propagate_forward_time: 20.2472705841, propagate_backward_time: 30.1468868256, weight_update_time: 0.0677246675, other_time: 1.4935836792
epoch time: 4.3740043640s, input_fired_time: 0.0734222680, output_fired_time: 0.0000000000, propagate_forward_time: 4.0392332077, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2613487244
validation[          , genome  5608] predictions:    9700/  10000 (97.00%), best:    9733/10000 (97.33%), error:       975.77570, best error:       868.94843 on epoch:    58, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 52.8337173462s, input_fired_time: 0.6867464781, output_fired_time: 0.4012220204, propagate_forward_time: 20.2058620453, propagate_backward_time: 30.0513954163, weight_update_time: 0.0674039125, other_time: 1.4884929657
epoch time: 4.3774604797s, input_fired_time: 0.0727519095, output_fired_time: 0.0000000000, propagate_forward_time: 4.0433239937, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2613844872
validation[          , genome  5608] predictions:    9698/  10000 (96.98%), best:    9733/10000 (97.33%), error:      1021.56769, best error:       868.94843 on epoch:    58, 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: 21.9759654999s, input_fired_time: 0.3640550077, output_fired_time: 0.0000000000, propagate_forward_time: 20.2408714294, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3710384369
best training[          , genome  5608] predictions:   49428/  50000 (98.86%), best:    9733/10000 (97.33%), error:      2113.25830, best error:       868.94843 on epoch:    58, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
evaluating best weights on test data.
evaluting test set with running mean/variance:
epoch time: 4.3781576157s, input_fired_time: 0.0694331080, output_fired_time: 0.0000000000, propagate_forward_time: 4.0386261940, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2700982094
   testing[          , genome  5608] predictions:    9800/  10000 (98.00%), best:    9733/10000 (97.33%), error:       727.86951, best error:       868.94843 on epoch:    58, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
22:59:41 (5543): called boinc_finish(0)

</stderr_txt>
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