Nameexact_genome_1512568488_44_5787_0
Workunit2600275
Created7 Dec 2017, 16:28:23 UTC
Sent7 Dec 2017, 16:33:03 UTC
Report deadline13 Dec 2017, 9:00:18 UTC
Received7 Dec 2017, 23:34:34 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID67174
Run time1 hours 39 min 35 sec
CPU time1 hours 39 min 29 sec
Validate stateValid
Credit1,421.40
Device peak FLOPS3.98 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size150.64 MB
Peak swap size152.37 MB
Peak disk usage1.03 MB

Stderr output

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

epoch time: 54.5298347473s, input_fired_time: 0.9265035987, output_fired_time: 0.6134745479, propagate_forward_time: 21.3907413483, propagate_backward_time: 29.7894401550, weight_update_time: 0.0698281527, other_time: 1.8096752167
epoch time: 4.8391766548s, input_fired_time: 0.0973199606, output_fired_time: 0.0000000000, propagate_forward_time: 4.4186906815, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3231658936
validation[          , genome  5787] predictions:    9633/  10000 (96.33%), best:    9655/10000 (96.55%), error:      1220.59900, best error:      1159.30322 on epoch:     9, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 54.2047386169s, input_fired_time: 0.9281364679, output_fired_time: 0.6085522771, propagate_forward_time: 21.2520160675, propagate_backward_time: 29.6172027588, weight_update_time: 0.0698020309, other_time: 1.7988338470
epoch time: 4.6106386185s, input_fired_time: 0.0991457552, output_fired_time: 0.0000000000, propagate_forward_time: 4.2012391090, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3102536201
validation[          , genome  5787] predictions:    9613/  10000 (96.13%), best:    9655/10000 (96.55%), error:      1325.48547, best error:      1159.30322 on epoch:     9, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 54.3995780945s, input_fired_time: 0.9265626669, output_fired_time: 0.6110200882, propagate_forward_time: 21.3281154633, propagate_backward_time: 29.6991043091, weight_update_time: 0.0868139789, other_time: 1.8347759247
epoch time: 4.9415526390s, input_fired_time: 0.1002561301, output_fired_time: 0.0000000000, propagate_forward_time: 4.5109276772, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3303689957
validation[          , genome  5787] predictions:    9577/  10000 (95.77%), best:    9655/10000 (96.55%), error:      1422.67822, best error:      1159.30322 on epoch:     9, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 54.5192070007s, input_fired_time: 0.9353792071, output_fired_time: 0.6127538681, propagate_forward_time: 21.3611564636, propagate_backward_time: 29.7437992096, weight_update_time: 0.0699405298, other_time: 1.8661174774
epoch time: 4.6171708107s, input_fired_time: 0.0963277519, output_fired_time: 0.0000000000, propagate_forward_time: 4.2056508064, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3151922226
validation[          , genome  5787] predictions:    9645/  10000 (96.45%), best:    9655/10000 (96.55%), error:      1185.75977, best error:      1159.30322 on epoch:     9, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 54.9514465332s, input_fired_time: 0.9304286242, output_fired_time: 0.6163923740, propagate_forward_time: 21.5533943176, propagate_backward_time: 29.9630832672, weight_update_time: 0.0702154040, other_time: 1.8881473541
epoch time: 4.8993983269s, input_fired_time: 0.0996780172, output_fired_time: 0.0000000000, propagate_forward_time: 4.4673919678, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3323283195
validation[          , genome  5787] predictions:    9657/  10000 (96.57%), best:    9657/10000 (96.57%), error:      1147.00647, best error:      1147.00647 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 54.5894660950s, input_fired_time: 0.9350689650, output_fired_time: 0.6136567593, propagate_forward_time: 21.3758583069, propagate_backward_time: 29.7778129578, weight_update_time: 0.0699653178, other_time: 1.8870697021
epoch time: 4.7834472656s, input_fired_time: 0.0973184779, output_fired_time: 0.0000000000, propagate_forward_time: 4.3584575653, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3276710510
validation[          , genome  5787] predictions:    9631/  10000 (96.31%), best:    9657/10000 (96.57%), error:      1217.40747, best error:      1147.00647 on epoch:    18, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 54.6553497314s, input_fired_time: 0.9369726777, output_fired_time: 0.6149798632, propagate_forward_time: 21.4561023712, propagate_backward_time: 29.8056659698, weight_update_time: 0.0698219016, other_time: 1.8416290283
epoch time: 5.9920511246s, input_fired_time: 0.1110370532, output_fired_time: 0.0000000000, propagate_forward_time: 5.5037064552, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3773074150
validation[          , genome  5787] predictions:    9630/  10000 (96.30%), best:    9657/10000 (96.57%), error:      1204.84680, best error:      1147.00647 on epoch:    18, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 56.5320892334s, input_fired_time: 0.9475626945, output_fired_time: 0.6330670118, propagate_forward_time: 22.2765579224, propagate_backward_time: 30.7891712189, weight_update_time: 0.0716367140, other_time: 1.8857288361
epoch time: 4.8917632103s, input_fired_time: 0.1009465382, output_fired_time: 0.0000000000, propagate_forward_time: 4.4635477066, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3272690773
validation[          , genome  5787] predictions:    9672/  10000 (96.72%), best:    9672/10000 (96.72%), error:      1140.51917, best error:      1140.51917 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 56.5139389038s, input_fired_time: 0.9518781900, output_fired_time: 0.6312190294, propagate_forward_time: 22.3288421631, propagate_backward_time: 30.7360477448, weight_update_time: 0.0715604275, other_time: 1.8659534454
epoch time: 4.5976176262s, input_fired_time: 0.0937111154, output_fired_time: 0.0000000000, propagate_forward_time: 4.1945872307, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3093194962
validation[          , genome  5787] predictions:    9631/  10000 (96.31%), best:    9672/10000 (96.72%), error:      1204.92627, best error:      1140.51917 on epoch:    21, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 55.4035453796s, input_fired_time: 0.9382027388, output_fired_time: 0.6210086346, propagate_forward_time: 21.7660369873, propagate_backward_time: 30.2522754669, weight_update_time: 0.0701933354, other_time: 1.8260211945
epoch time: 4.6062602997s, input_fired_time: 0.0944638029, output_fired_time: 0.0000000000, propagate_forward_time: 4.2008647919, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3109316826
validation[          , genome  5787] predictions:    9696/  10000 (96.96%), best:    9696/10000 (96.96%), error:      1050.24866, best error:      1050.24866 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 54.9659652710s, input_fired_time: 0.9381207824, output_fired_time: 0.6160275340, propagate_forward_time: 21.5803127289, propagate_backward_time: 30.0375270844, weight_update_time: 0.0684619993, other_time: 1.7939758301
epoch time: 4.6177868843s, input_fired_time: 0.0957262442, output_fired_time: 0.0000000000, propagate_forward_time: 4.2066211700, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3154397011
validation[          , genome  5787] predictions:    9634/  10000 (96.34%), best:    9696/10000 (96.96%), error:      1216.15405, best error:      1050.24866 on epoch:    23, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 55.3222198486s, input_fired_time: 0.9334555268, output_fired_time: 0.6205853820, propagate_forward_time: 21.7376289368, propagate_backward_time: 30.2198657990, weight_update_time: 0.0690820664, other_time: 1.8106822968
epoch time: 4.6126499176s, input_fired_time: 0.0934086815, output_fired_time: 0.0000000000, propagate_forward_time: 4.2076663971, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3115749359
validation[          , genome  5787] predictions:    9686/  10000 (96.86%), best:    9696/10000 (96.96%), error:      1084.51611, best error:      1050.24866 on epoch:    23, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 54.5705032349s, input_fired_time: 0.9286168218, output_fired_time: 0.6122737527, propagate_forward_time: 21.4220523834, propagate_backward_time: 29.8082256317, weight_update_time: 0.0682901517, other_time: 1.7993354797
epoch time: 4.7782359123s, input_fired_time: 0.0945663750, output_fired_time: 0.0000000000, propagate_forward_time: 4.3658332825, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3178362846
validation[          , genome  5787] predictions:    9629/  10000 (96.29%), best:    9696/10000 (96.96%), error:      1263.22705, best error:      1050.24866 on epoch:    23, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 55.9613533020s, input_fired_time: 0.9496119022, output_fired_time: 0.6295998096, propagate_forward_time: 22.0113010406, propagate_backward_time: 30.5486679077, weight_update_time: 0.0696421191, other_time: 1.8221740723
epoch time: 4.6306819916s, input_fired_time: 0.0969404802, output_fired_time: 0.0000000000, propagate_forward_time: 4.2213578224, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3123836517
validation[          , genome  5787] predictions:    9683/  10000 (96.83%), best:    9696/10000 (96.96%), error:      1087.23889, best error:      1050.24866 on epoch:    23, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 55.8703422546s, input_fired_time: 0.9463147521, output_fired_time: 0.6253418922, propagate_forward_time: 22.0062694550, propagate_backward_time: 30.4738864899, weight_update_time: 0.0693218857, other_time: 1.8185253143
epoch time: 4.6082158089s, input_fired_time: 0.0967809707, output_fired_time: 0.0000000000, propagate_forward_time: 4.1987962723, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3126387596
validation[          , genome  5787] predictions:    9682/  10000 (96.82%), best:    9696/10000 (96.96%), error:      1088.80151, best error:      1050.24866 on epoch:    23, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 54.2297897339s, input_fired_time: 0.9253322482, output_fired_time: 0.6089898944, propagate_forward_time: 21.2569274902, propagate_backward_time: 29.6674289703, weight_update_time: 0.0681774244, other_time: 1.7711124420
epoch time: 4.6230087280s, input_fired_time: 0.0944351926, output_fired_time: 0.0000000000, propagate_forward_time: 4.2154755592, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3130979538
validation[          , genome  5787] predictions:    9632/  10000 (96.32%), best:    9696/10000 (96.96%), error:      1208.42041, best error:      1050.24866 on epoch:    23, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 54.3749771118s, input_fired_time: 0.9329447150, output_fired_time: 0.6115713120, propagate_forward_time: 21.3288326263, propagate_backward_time: 29.7144603729, weight_update_time: 0.0681829676, other_time: 1.7871665955
epoch time: 4.7764487267s, input_fired_time: 0.0984186605, output_fired_time: 0.0000000000, propagate_forward_time: 4.3592071533, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3188228607
validation[          , genome  5787] predictions:    9699/  10000 (96.99%), best:    9696/10000 (96.96%), error:      1071.60413, best error:      1050.24866 on epoch:    23, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 54.6929664612s, input_fired_time: 0.9310961962, output_fired_time: 0.6132527590, propagate_forward_time: 21.4762096405, propagate_backward_time: 29.8981761932, weight_update_time: 0.0687348396, other_time: 1.7742309570
epoch time: 5.0513381958s, input_fired_time: 0.1040453315, output_fired_time: 0.0000000000, propagate_forward_time: 4.6153187752, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3319740295
validation[          , genome  5787] predictions:    9652/  10000 (96.52%), best:    9696/10000 (96.96%), error:      1213.74573, best error:      1050.24866 on epoch:    23, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 54.4845275879s, input_fired_time: 0.9340603352, output_fired_time: 0.6124709845, propagate_forward_time: 21.3850746155, propagate_backward_time: 29.7625427246, weight_update_time: 0.0686452091, other_time: 1.7903785706
epoch time: 4.6086068153s, input_fired_time: 0.0976247862, output_fired_time: 0.0000000000, propagate_forward_time: 4.1989021301, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3120799065
validation[          , genome  5787] predictions:    9570/  10000 (95.70%), best:    9696/10000 (96.96%), error:      1463.26245, best error:      1050.24866 on epoch:    23, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 53.6645851135s, input_fired_time: 0.9322972298, output_fired_time: 0.6066155434, propagate_forward_time: 21.0005531311, propagate_backward_time: 29.3403606415, weight_update_time: 0.0681311488, other_time: 1.7847576141
epoch time: 4.6033124924s, input_fired_time: 0.0935743600, output_fired_time: 0.0000000000, propagate_forward_time: 4.1975841522, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3121538162
validation[          , genome  5787] predictions:    9672/  10000 (96.72%), best:    9696/10000 (96.96%), error:      1101.68286, best error:      1050.24866 on epoch:    23, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 53.7073669434s, input_fired_time: 0.9325063229, output_fired_time: 0.6068505049, propagate_forward_time: 21.0098896027, propagate_backward_time: 29.3744506836, weight_update_time: 0.0684014708, other_time: 1.7836704254
epoch time: 4.6173939705s, input_fired_time: 0.0961931944, output_fired_time: 0.0000000000, propagate_forward_time: 4.2075848579, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3136157990
validation[          , genome  5787] predictions:    9665/  10000 (96.65%), best:    9696/10000 (96.96%), error:      1132.64319, best error:      1050.24866 on epoch:    23, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 53.8057212830s, input_fired_time: 0.9307350516, output_fired_time: 0.6056605577, propagate_forward_time: 21.0777072906, propagate_backward_time: 29.4026813507, weight_update_time: 0.0685670003, other_time: 1.7889366150
epoch time: 4.6582169533s, input_fired_time: 0.0992101580, output_fired_time: 0.0000000000, propagate_forward_time: 4.2386598587, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3203468323
validation[          , genome  5787] predictions:    9648/  10000 (96.48%), best:    9696/10000 (96.96%), error:      1181.90308, best error:      1050.24866 on epoch:    23, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 54.0919647217s, input_fired_time: 0.9295178652, output_fired_time: 0.6070612073, propagate_forward_time: 21.2139110565, propagate_backward_time: 29.5615463257, weight_update_time: 0.0685823187, other_time: 1.7799282074
epoch time: 4.6309385300s, input_fired_time: 0.0983551815, output_fired_time: 0.0000000000, propagate_forward_time: 4.2151999474, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3173832893
validation[          , genome  5787] predictions:    9722/  10000 (97.22%), best:    9722/10000 (97.22%), error:      1004.18250, best error:      1004.18250 on epoch:    36, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 53.9495620728s, input_fired_time: 0.9283196330, output_fired_time: 0.6048783660, propagate_forward_time: 21.1525535583, propagate_backward_time: 29.4820823669, weight_update_time: 0.0678927302, other_time: 1.7817306519
epoch time: 4.6063232422s, input_fired_time: 0.0996280760, output_fired_time: 0.0000000000, propagate_forward_time: 4.1963572502, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3103380203
validation[          , genome  5787] predictions:    9671/  10000 (96.71%), best:    9722/10000 (97.22%), error:      1111.96094, best error:      1004.18250 on epoch:    36, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 54.6007003784s, input_fired_time: 0.9355444312, output_fired_time: 0.6096997261, propagate_forward_time: 21.4585323334, propagate_backward_time: 29.8181762695, weight_update_time: 0.0686028376, other_time: 1.7787494659
epoch time: 4.6177396774s, input_fired_time: 0.0988503024, output_fired_time: 0.0000000000, propagate_forward_time: 4.2030100822, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3158793449
validation[          , genome  5787] predictions:    9689/  10000 (96.89%), best:    9722/10000 (97.22%), error:      1043.90820, best error:      1004.18250 on epoch:    36, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 54.4911766052s, input_fired_time: 0.9371623993, output_fired_time: 0.6134819984, propagate_forward_time: 21.3806781769, propagate_backward_time: 29.7749996185, weight_update_time: 0.0684697106, other_time: 1.7848548889
epoch time: 4.6059937477s, input_fired_time: 0.0975986794, output_fired_time: 0.0000000000, propagate_forward_time: 4.1971659660, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3112292290
validation[          , genome  5787] predictions:    9671/  10000 (96.71%), best:    9722/10000 (97.22%), error:      1110.13281, best error:      1004.18250 on epoch:    36, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 53.5861854553s, input_fired_time: 0.9274218082, output_fired_time: 0.6021914482, propagate_forward_time: 20.9867401123, propagate_backward_time: 29.3090724945, weight_update_time: 0.0676344261, other_time: 1.7607593536
epoch time: 4.6487278938s, input_fired_time: 0.0948731899, output_fired_time: 0.0000000000, propagate_forward_time: 4.2378077507, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3160471916
validation[          , genome  5787] predictions:    9685/  10000 (96.85%), best:    9722/10000 (97.22%), error:      1049.25537, best error:      1004.18250 on epoch:    36, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 54.0109481812s, input_fired_time: 0.9330034852, output_fired_time: 0.6076556444, propagate_forward_time: 21.1765995026, propagate_backward_time: 29.5015430450, weight_update_time: 0.0684448555, other_time: 1.7921485901
epoch time: 5.0612602234s, input_fired_time: 0.1001003906, output_fired_time: 0.0000000000, propagate_forward_time: 4.6294121742, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3317475319
validation[          , genome  5787] predictions:    9668/  10000 (96.68%), best:    9722/10000 (97.22%), error:      1092.85840, best error:      1004.18250 on epoch:    36, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 53.6918487549s, input_fired_time: 0.9289467931, output_fired_time: 0.6046613455, propagate_forward_time: 21.0418357849, propagate_backward_time: 29.3429031372, weight_update_time: 0.0678152293, other_time: 1.7735023499
epoch time: 4.6068167686s, input_fired_time: 0.0986494422, output_fired_time: 0.0000000000, propagate_forward_time: 4.1959986687, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3121685982
validation[          , genome  5787] predictions:    9681/  10000 (96.81%), best:    9722/10000 (97.22%), error:      1059.39685, best error:      1004.18250 on epoch:    36, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 53.5211868286s, input_fired_time: 0.9214925170, output_fired_time: 0.6014731526, propagate_forward_time: 20.9776935577, propagate_backward_time: 29.2797183990, weight_update_time: 0.0675795674, other_time: 1.7408065796
epoch time: 4.5962400436s, input_fired_time: 0.0940557495, output_fired_time: 0.0000000000, propagate_forward_time: 4.1943540573, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3078303337
validation[          , genome  5787] predictions:    9628/  10000 (96.28%), best:    9722/10000 (97.22%), error:      1233.97192, best error:      1004.18250 on epoch:    36, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 53.6054763794s, input_fired_time: 0.9257641435, output_fired_time: 0.6030694842, propagate_forward_time: 21.0034236908, propagate_backward_time: 29.3264808655, weight_update_time: 0.0678203255, other_time: 1.7467365265
epoch time: 4.5976538658s, input_fired_time: 0.0952234939, output_fired_time: 0.0000000000, propagate_forward_time: 4.1944203377, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3080101013
validation[          , genome  5787] predictions:    9700/  10000 (97.00%), best:    9722/10000 (97.22%), error:      1029.27759, best error:      1004.18250 on epoch:    36, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 53.5801963806s, input_fired_time: 0.9261751771, output_fired_time: 0.6019966006, propagate_forward_time: 20.9874420166, propagate_backward_time: 29.3189392090, weight_update_time: 0.0675776452, other_time: 1.7456436157
epoch time: 4.6009860039s, input_fired_time: 0.0983699411, output_fired_time: 0.0000000000, propagate_forward_time: 4.1942620277, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3083539009
validation[          , genome  5787] predictions:    9600/  10000 (96.00%), best:    9722/10000 (97.22%), error:      1285.76697, best error:      1004.18250 on epoch:    36, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 53.6261978149s, input_fired_time: 0.9317888021, output_fired_time: 0.6026643515, propagate_forward_time: 20.9928321838, propagate_backward_time: 29.3507556915, weight_update_time: 0.0677423105, other_time: 1.7481555939
epoch time: 4.5968198776s, input_fired_time: 0.0948776007, output_fired_time: 0.0000000000, propagate_forward_time: 4.1942901611, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3076519966
validation[          , genome  5787] predictions:    9660/  10000 (96.60%), best:    9722/10000 (97.22%), error:      1106.34192, best error:      1004.18250 on epoch:    36, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 53.6556243896s, input_fired_time: 0.9339768887, output_fired_time: 0.6041045785, propagate_forward_time: 21.0164699554, propagate_backward_time: 29.3458480835, weight_update_time: 0.0678965598, other_time: 1.7552280426
epoch time: 4.6001381874s, input_fired_time: 0.0974728018, output_fired_time: 0.0000000000, propagate_forward_time: 4.1950359344, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3076295853
validation[          , genome  5787] predictions:    9676/  10000 (96.76%), best:    9722/10000 (97.22%), error:      1070.68274, best error:      1004.18250 on epoch:    36, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 53.8110313416s, input_fired_time: 0.9347589612, output_fired_time: 0.6046122909, propagate_forward_time: 21.0968704224, propagate_backward_time: 29.3959503174, weight_update_time: 0.0685053319, other_time: 1.7788429260
epoch time: 4.5985517502s, input_fired_time: 0.0952832550, output_fired_time: 0.0000000000, propagate_forward_time: 4.1956367493, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3076319695
validation[          , genome  5787] predictions:    9648/  10000 (96.48%), best:    9722/10000 (97.22%), error:      1136.72485, best error:      1004.18250 on epoch:    36, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 53.9455795288s, input_fired_time: 0.9333338141, output_fired_time: 0.6057081819, propagate_forward_time: 21.1608657837, propagate_backward_time: 29.4722881317, weight_update_time: 0.0686039999, other_time: 1.7733821869
epoch time: 4.6055507660s, input_fired_time: 0.0985095724, output_fired_time: 0.0000000000, propagate_forward_time: 4.1961307526, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3109102249
validation[          , genome  5787] predictions:    9675/  10000 (96.75%), best:    9722/10000 (97.22%), error:      1069.17444, best error:      1004.18250 on epoch:    36, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 53.5776786804s, input_fired_time: 0.9326668978, output_fired_time: 0.6023396850, propagate_forward_time: 20.9894104004, propagate_backward_time: 29.2931461334, weight_update_time: 0.0686513260, other_time: 1.7601146698
epoch time: 4.5987844467s, input_fired_time: 0.0955204144, output_fired_time: 0.0000000000, propagate_forward_time: 4.1958737373, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3073902130
validation[          , genome  5787] predictions:    9694/  10000 (96.94%), best:    9722/10000 (97.22%), error:      1059.40576, best error:      1004.18250 on epoch:    36, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 53.5665550232s, input_fired_time: 0.9338728189, output_fired_time: 0.6020360589, propagate_forward_time: 20.9811210632, propagate_backward_time: 29.2884330750, weight_update_time: 0.0686458722, other_time: 1.7610931396
epoch time: 4.6032466888s, input_fired_time: 0.0977934673, output_fired_time: 0.0000000000, propagate_forward_time: 4.1968755722, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3085775375
validation[          , genome  5787] predictions:    9699/  10000 (96.99%), best:    9722/10000 (97.22%), error:      1013.81158, best error:      1004.18250 on epoch:    36, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 54.1609230042s, input_fired_time: 0.9388988018, output_fired_time: 0.6094097495, propagate_forward_time: 21.2383174896, propagate_backward_time: 29.5942535400, weight_update_time: 0.0693540573, other_time: 1.7800426483
epoch time: 4.6071949005s, input_fired_time: 0.0983568057, output_fired_time: 0.0000000000, propagate_forward_time: 4.2000565529, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3087816238
validation[          , genome  5787] predictions:    9660/  10000 (96.60%), best:    9722/10000 (97.22%), error:      1109.24817, best error:      1004.18250 on epoch:    36, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 53.6340408325s, input_fired_time: 0.9357007742, output_fired_time: 0.6034188271, propagate_forward_time: 21.0140666962, propagate_backward_time: 29.3161525726, weight_update_time: 0.0689756349, other_time: 1.7647018433
epoch time: 4.6019239426s, input_fired_time: 0.0961080566, output_fired_time: 0.0000000000, propagate_forward_time: 4.1960601807, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3097558022
validation[          , genome  5787] predictions:    9686/  10000 (96.86%), best:    9722/10000 (97.22%), error:      1056.57422, best error:      1004.18250 on epoch:    36, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 53.7045783997s, input_fired_time: 0.9384342432, output_fired_time: 0.6051934361, propagate_forward_time: 21.0423774719, propagate_backward_time: 29.3461456299, weight_update_time: 0.0691981465, other_time: 1.7724266052
epoch time: 4.6179924011s, input_fired_time: 0.0955312178, output_fired_time: 0.0000000000, propagate_forward_time: 4.2107634544, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3116979599
validation[          , genome  5787] predictions:    9675/  10000 (96.75%), best:    9722/10000 (97.22%), error:      1064.95105, best error:      1004.18250 on epoch:    36, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 53.7613983154s, input_fired_time: 0.9405901432, output_fired_time: 0.6060553193, propagate_forward_time: 21.0518417358, propagate_backward_time: 29.3815231323, weight_update_time: 0.0689792335, other_time: 1.7813873291
epoch time: 4.6710591316s, input_fired_time: 0.1038574576, output_fired_time: 0.0000000000, propagate_forward_time: 4.2499289513, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3172726631
validation[          , genome  5787] predictions:    9696/  10000 (96.96%), best:    9722/10000 (97.22%), error:      1049.53809, best error:      1004.18250 on epoch:    36, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 53.5676879883s, input_fired_time: 0.9391922355, output_fired_time: 0.6024978757, propagate_forward_time: 20.9858608246, propagate_backward_time: 29.2807064056, weight_update_time: 0.0688927099, other_time: 1.7594299316
epoch time: 4.6999669075s, input_fired_time: 0.1037352011, output_fired_time: 0.0000000000, propagate_forward_time: 4.2754039764, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3208279610
validation[          , genome  5787] predictions:    9685/  10000 (96.85%), best:    9722/10000 (97.22%), error:      1046.54639, best error:      1004.18250 on epoch:    36, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 53.5564804077s, input_fired_time: 0.9384104013, output_fired_time: 0.6020715833, propagate_forward_time: 20.9910068512, propagate_backward_time: 29.2698898315, weight_update_time: 0.0690270811, other_time: 1.7551021576
epoch time: 4.6149368286s, input_fired_time: 0.1000950187, output_fired_time: 0.0000000000, propagate_forward_time: 4.2026495934, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3121924400
validation[          , genome  5787] predictions:    9677/  10000 (96.77%), best:    9722/10000 (97.22%), error:      1106.21057, best error:      1004.18250 on epoch:    36, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 54.2947311401s, input_fired_time: 0.9395316839, output_fired_time: 0.6090923548, propagate_forward_time: 21.3130512238, propagate_backward_time: 29.6570205688, weight_update_time: 0.0697645470, other_time: 1.7760334015
epoch time: 4.6024532318s, input_fired_time: 0.0982016400, output_fired_time: 0.0000000000, propagate_forward_time: 4.1950821877, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3091692924
validation[          , genome  5787] predictions:    9669/  10000 (96.69%), best:    9722/10000 (97.22%), error:      1114.46741, best error:      1004.18250 on epoch:    36, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 53.6681709290s, input_fired_time: 0.9345135093, output_fired_time: 0.6057913899, propagate_forward_time: 20.9791412354, propagate_backward_time: 29.3729305267, weight_update_time: 0.0685016364, other_time: 1.7757930756
epoch time: 4.6034078598s, input_fired_time: 0.0980151668, output_fired_time: 0.0000000000, propagate_forward_time: 4.1943063736, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3110861778
validation[          , genome  5787] predictions:    9670/  10000 (96.70%), best:    9722/10000 (97.22%), error:      1134.62244, best error:      1004.18250 on epoch:    36, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 53.7258148193s, input_fired_time: 0.9338908195, output_fired_time: 0.6069201231, propagate_forward_time: 21.0007419586, propagate_backward_time: 29.4094104767, weight_update_time: 0.0685062408, other_time: 1.7748527527
epoch time: 4.6006321907s, input_fired_time: 0.0991559848, output_fired_time: 0.0000000000, propagate_forward_time: 4.1936516762, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3078246117
validation[          , genome  5787] predictions:    9685/  10000 (96.85%), best:    9722/10000 (97.22%), error:      1040.84827, best error:      1004.18250 on epoch:    36, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 53.6016197205s, input_fired_time: 0.9353353977, output_fired_time: 0.6035920382, propagate_forward_time: 20.9733181000, propagate_backward_time: 29.3266506195, weight_update_time: 0.0683063939, other_time: 1.7627220154
epoch time: 4.6031651497s, input_fired_time: 0.0993752852, output_fired_time: 0.0000000000, propagate_forward_time: 4.1937370300, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3100528717
validation[          , genome  5787] predictions:    9660/  10000 (96.60%), best:    9722/10000 (97.22%), error:      1099.27319, best error:      1004.18250 on epoch:    36, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 53.5383186340s, input_fired_time: 0.9367181063, output_fired_time: 0.6007958055, propagate_forward_time: 20.9749164581, propagate_backward_time: 29.2759208679, weight_update_time: 0.0685355440, other_time: 1.7499675751
epoch time: 4.5966706276s, input_fired_time: 0.0941723958, output_fired_time: 0.0000000000, propagate_forward_time: 4.1937532425, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3087449074
validation[          , genome  5787] predictions:    9595/  10000 (95.95%), best:    9722/10000 (97.22%), error:      1290.90417, best error:      1004.18250 on epoch:    36, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 54.5590438843s, input_fired_time: 0.9512094259, output_fired_time: 0.6116181016, propagate_forward_time: 21.4286079407, propagate_backward_time: 29.7836227417, weight_update_time: 0.0694133341, other_time: 1.7839851379
epoch time: 4.6154036522s, input_fired_time: 0.0976520479, output_fired_time: 0.0000000000, propagate_forward_time: 4.2070574760, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3106942177
validation[          , genome  5787] predictions:    9676/  10000 (96.76%), best:    9722/10000 (97.22%), error:      1057.62927, best error:      1004.18250 on epoch:    36, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 54.2042083740s, input_fired_time: 0.9457580447, output_fired_time: 0.6078569889, propagate_forward_time: 21.2847728729, propagate_backward_time: 29.5868320465, weight_update_time: 0.0690575391, other_time: 1.7789878845
epoch time: 4.6024737358s, input_fired_time: 0.0973706990, output_fired_time: 0.0000000000, propagate_forward_time: 4.1954379082, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3096652031
validation[          , genome  5787] predictions:    9654/  10000 (96.54%), best:    9722/10000 (97.22%), error:      1093.77698, best error:      1004.18250 on epoch:    36, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 53.9983978271s, input_fired_time: 0.9449810982, output_fired_time: 0.6064751148, propagate_forward_time: 21.1651916504, propagate_backward_time: 29.5054893494, weight_update_time: 0.0693309680, other_time: 1.7762603760
epoch time: 5.6200089455s, input_fired_time: 0.1115614176, output_fired_time: 0.0000000000, propagate_forward_time: 5.1538414955, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3546061516
validation[          , genome  5787] predictions:    9706/  10000 (97.06%), best:    9706/10000 (97.06%), error:       974.84814, best error:       974.84814 on epoch:    65, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 53.8053627014s, input_fired_time: 0.9456698895, output_fired_time: 0.6050761938, propagate_forward_time: 21.0619392395, propagate_backward_time: 29.4047546387, weight_update_time: 0.0705533773, other_time: 1.7879219055
epoch time: 4.6252131462s, input_fired_time: 0.1011135727, output_fired_time: 0.0000000000, propagate_forward_time: 4.2136573792, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3104419708
validation[          , genome  5787] predictions:    9688/  10000 (96.88%), best:    9706/10000 (97.06%), error:      1047.63855, best error:       974.84814 on epoch:    65, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 53.9777526855s, input_fired_time: 0.9480416179, output_fired_time: 0.6066685915, propagate_forward_time: 21.1485347748, propagate_backward_time: 29.5078239441, weight_update_time: 0.0692204833, other_time: 1.7666835785
epoch time: 5.0390086174s, input_fired_time: 0.1042184830, output_fired_time: 0.0000000000, propagate_forward_time: 4.6052460670, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3295440674
validation[          , genome  5787] predictions:    9664/  10000 (96.64%), best:    9706/10000 (97.06%), error:      1126.87866, best error:       974.84814 on epoch:    65, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 53.6097145081s, input_fired_time: 0.9432334304, output_fired_time: 0.6036106944, propagate_forward_time: 20.9947566986, propagate_backward_time: 29.3085975647, weight_update_time: 0.0689167306, other_time: 1.7595157623
epoch time: 4.6065349579s, input_fired_time: 0.1004877388, output_fired_time: 0.0000000000, propagate_forward_time: 4.1961250305, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3099222183
validation[          , genome  5787] predictions:    9645/  10000 (96.45%), best:    9706/10000 (97.06%), error:      1193.09863, best error:       974.84814 on epoch:    65, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 53.5485954285s, input_fired_time: 0.9420801401, output_fired_time: 0.6021363139, propagate_forward_time: 20.9802932739, propagate_backward_time: 29.2708568573, weight_update_time: 0.0689869374, other_time: 1.7532291412
epoch time: 4.6026148796s, input_fired_time: 0.0989538580, output_fired_time: 0.0000000000, propagate_forward_time: 4.1953911781, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3082699776
validation[          , genome  5787] predictions:    9634/  10000 (96.34%), best:    9706/10000 (97.06%), error:      1231.88184, best error:       974.84814 on epoch:    65, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 54.7490730286s, input_fired_time: 0.9554750919, output_fired_time: 0.6146301627, propagate_forward_time: 21.5101375580, propagate_backward_time: 29.8794059753, weight_update_time: 0.0697967410, other_time: 1.7894229889
epoch time: 4.6839466095s, input_fired_time: 0.1029280648, output_fired_time: 0.0000000000, propagate_forward_time: 4.2683625221, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3126559258
validation[          , genome  5787] predictions:    9655/  10000 (96.55%), best:    9706/10000 (97.06%), error:      1112.61694, best error:       974.84814 on epoch:    65, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 53.7239036560s, input_fired_time: 0.9496660829, output_fired_time: 0.6039115191, propagate_forward_time: 21.0417728424, propagate_backward_time: 29.3361530304, weight_update_time: 0.0687999278, other_time: 1.7924003601
epoch time: 4.6053628922s, input_fired_time: 0.1006527543, output_fired_time: 0.0000000000, propagate_forward_time: 4.1961188316, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3085913658
validation[          , genome  5787] predictions:    9690/  10000 (96.90%), best:    9706/10000 (97.06%), error:      1033.54871, best error:       974.84814 on epoch:    65, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 53.7320861816s, input_fired_time: 0.9481933117, output_fired_time: 0.6038166881, propagate_forward_time: 21.0584182739, propagate_backward_time: 29.3559875488, weight_update_time: 0.0686260536, other_time: 1.7656707764
epoch time: 4.6139855385s, input_fired_time: 0.1015890688, output_fired_time: 0.0000000000, propagate_forward_time: 4.1965093613, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3158869743
validation[          , genome  5787] predictions:    9681/  10000 (96.81%), best:    9706/10000 (97.06%), error:      1048.51086, best error:       974.84814 on epoch:    65, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 53.6348648071s, input_fired_time: 0.9455567598, output_fired_time: 0.6028329134, propagate_forward_time: 21.0062580109, propagate_backward_time: 29.3214073181, weight_update_time: 0.0685625896, other_time: 1.7588100433
epoch time: 4.6039557457s, input_fired_time: 0.1013431102, output_fired_time: 0.0000000000, propagate_forward_time: 4.1947307587, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3078818321
validation[          , genome  5787] predictions:    9707/  10000 (97.07%), best:    9706/10000 (97.06%), error:       992.63281, best error:       974.84814 on epoch:    65, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 53.6411743164s, input_fired_time: 0.9473593831, output_fired_time: 0.6046836972, propagate_forward_time: 20.9830265045, propagate_backward_time: 29.3380889893, weight_update_time: 0.0691335946, other_time: 1.7680149078
epoch time: 4.6046571732s, input_fired_time: 0.0983374342, output_fired_time: 0.0000000000, propagate_forward_time: 4.1962456703, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3100738525
validation[          , genome  5787] predictions:    9703/  10000 (97.03%), best:    9706/10000 (97.06%), error:       998.18634, best error:       974.84814 on epoch:    65, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 53.9691390991s, input_fired_time: 0.9521779418, output_fired_time: 0.6066101193, propagate_forward_time: 21.1424331665, propagate_backward_time: 29.4907894135, weight_update_time: 0.0694314018, other_time: 1.7771282196
epoch time: 4.6126599312s, input_fired_time: 0.1029341742, output_fired_time: 0.0000000000, propagate_forward_time: 4.1990923882, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3106331825
validation[          , genome  5787] predictions:    9687/  10000 (96.87%), best:    9706/10000 (97.06%), error:      1035.24048, best error:       974.84814 on epoch:    65, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 53.7868804932s, input_fired_time: 0.9487751126, output_fired_time: 0.6086569428, propagate_forward_time: 21.0416717529, propagate_backward_time: 29.4244651794, weight_update_time: 0.0686726347, other_time: 1.7633094788
epoch time: 4.6142311096s, input_fired_time: 0.1012339517, output_fired_time: 0.0000000000, propagate_forward_time: 4.1998243332, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3131728172
validation[          , genome  5787] predictions:    9699/  10000 (96.99%), best:    9706/10000 (97.06%), error:      1021.45386, best error:       974.84814 on epoch:    65, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 53.6749305725s, input_fired_time: 0.9488772154, output_fired_time: 0.6082094312, propagate_forward_time: 20.9949417114, propagate_backward_time: 29.3629360199, weight_update_time: 0.0685651228, other_time: 1.7599697113
epoch time: 4.6192617416s, input_fired_time: 0.1042989492, output_fired_time: 0.0000000000, propagate_forward_time: 4.2014789581, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3134837151
validation[          , genome  5787] predictions:    9685/  10000 (96.85%), best:    9706/10000 (97.06%), error:      1051.33276, best error:       974.84814 on epoch:    65, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 53.9863624573s, input_fired_time: 0.9525433779, output_fired_time: 0.6086898446, propagate_forward_time: 21.1730136871, propagate_backward_time: 29.4865283966, weight_update_time: 0.0689570308, other_time: 1.7655868530
epoch time: 4.6467180252s, input_fired_time: 0.1023743227, output_fired_time: 0.0000000000, propagate_forward_time: 4.2298936844, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3144497871
validation[          , genome  5787] predictions:    9668/  10000 (96.68%), best:    9706/10000 (97.06%), error:      1068.85803, best error:       974.84814 on epoch:    65, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 53.6659088135s, input_fired_time: 0.9519093037, output_fired_time: 0.6046899557, propagate_forward_time: 21.0122432709, propagate_backward_time: 29.3306903839, weight_update_time: 0.0685410276, other_time: 1.7663764954
epoch time: 4.6433763504s, input_fired_time: 0.1024327949, output_fired_time: 0.0000000000, propagate_forward_time: 4.2283239365, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3126196861
validation[          , genome  5787] predictions:    9704/  10000 (97.04%), best:    9706/10000 (97.06%), error:      1012.74597, best error:       974.84814 on epoch:    65, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 53.5993728638s, input_fired_time: 0.9543624520, output_fired_time: 0.6046611071, propagate_forward_time: 20.9926338196, propagate_backward_time: 29.2839603424, weight_update_time: 0.0684397966, other_time: 1.7637577057
epoch time: 4.6061239243s, input_fired_time: 0.0996647775, output_fired_time: 0.0000000000, propagate_forward_time: 4.1968235970, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3096356392
validation[          , genome  5787] predictions:    9706/  10000 (97.06%), best:    9706/10000 (97.06%), error:       958.58722, best error:       958.58722 on epoch:    80, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 53.9363059998s, input_fired_time: 0.9580425620, output_fired_time: 0.6079514027, propagate_forward_time: 21.1594734192, propagate_backward_time: 29.4271659851, weight_update_time: 0.0688717812, other_time: 1.7836723328
epoch time: 4.6022477150s, input_fired_time: 0.0983716473, output_fired_time: 0.0000000000, propagate_forward_time: 4.1951961517, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3086800575
validation[          , genome  5787] predictions:    9615/  10000 (96.15%), best:    9706/10000 (97.06%), error:      1269.22949, best error:       958.58722 on epoch:    80, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 54.2985382080s, input_fired_time: 0.9585195184, output_fired_time: 0.6093766689, propagate_forward_time: 21.3143005371, propagate_backward_time: 29.6266956329, weight_update_time: 0.0693180636, other_time: 1.7896480560
epoch time: 4.6032738686s, input_fired_time: 0.1019910648, output_fired_time: 0.0000000000, propagate_forward_time: 4.1948904991, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3063921928
validation[          , genome  5787] predictions:    9680/  10000 (96.80%), best:    9706/10000 (97.06%), error:      1034.42334, best error:       958.58722 on epoch:    80, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 54.6641731262s, input_fired_time: 0.9648556709, output_fired_time: 0.6137680411, propagate_forward_time: 21.4743537903, propagate_backward_time: 29.8128890991, weight_update_time: 0.0699896887, other_time: 1.7983055115
epoch time: 4.6182303429s, input_fired_time: 0.1020955369, output_fired_time: 0.0000000000, propagate_forward_time: 4.2075242996, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3086104393
validation[          , genome  5787] predictions:    9699/  10000 (96.99%), best:    9706/10000 (97.06%), error:      1009.43140, best error:       958.58722 on epoch:    80, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 54.7943496704s, input_fired_time: 0.9698019624, output_fired_time: 0.6155067682, propagate_forward_time: 21.5093231201, propagate_backward_time: 29.9123706818, weight_update_time: 0.0700534806, other_time: 1.7873477936
epoch time: 4.6140422821s, input_fired_time: 0.1053634956, output_fired_time: 0.0000000000, propagate_forward_time: 4.1976585388, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3110203743
validation[          , genome  5787] predictions:    9694/  10000 (96.94%), best:    9706/10000 (97.06%), error:      1006.43250, best error:       958.58722 on epoch:    80, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 53.6732292175s, input_fired_time: 0.9528926611, output_fired_time: 0.6046248078, propagate_forward_time: 21.0171279907, propagate_backward_time: 29.3416366577, weight_update_time: 0.0687749535, other_time: 1.7569465637
epoch time: 4.7505936623s, input_fired_time: 0.1013596579, output_fired_time: 0.0000000000, propagate_forward_time: 4.3350806236, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3141531944
validation[          , genome  5787] predictions:    9663/  10000 (96.63%), best:    9706/10000 (97.06%), error:      1116.10205, best error:       958.58722 on epoch:    80, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 53.6824989319s, input_fired_time: 0.9551404119, output_fired_time: 0.6048040986, propagate_forward_time: 21.0143032074, propagate_backward_time: 29.3380317688, weight_update_time: 0.0689818040, other_time: 1.7702198029
epoch time: 4.6073999405s, input_fired_time: 0.1013751850, output_fired_time: 0.0000000000, propagate_forward_time: 4.1974449158, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3085799217
validation[          , genome  5787] predictions:    9641/  10000 (96.41%), best:    9706/10000 (97.06%), error:      1203.35425, best error:       958.58722 on epoch:    80, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 53.9835815430s, input_fired_time: 0.9573844671, output_fired_time: 0.6063508391, propagate_forward_time: 21.1673774719, propagate_backward_time: 29.5030212402, weight_update_time: 0.0688085705, other_time: 1.7494468689
epoch time: 4.6054077148s, input_fired_time: 0.1040295064, output_fired_time: 0.0000000000, propagate_forward_time: 4.1953740120, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3060040474
validation[          , genome  5787] predictions:    9679/  10000 (96.79%), best:    9706/10000 (97.06%), error:      1074.37488, best error:       958.58722 on epoch:    80, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 53.5356750488s, input_fired_time: 0.9539729357, output_fired_time: 0.6011543870, propagate_forward_time: 20.9800357819, propagate_backward_time: 29.2715492249, weight_update_time: 0.0680505633, other_time: 1.7289638519
epoch time: 4.6052031517s, input_fired_time: 0.1004496887, output_fired_time: 0.0000000000, propagate_forward_time: 4.1980972290, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3066563606
validation[          , genome  5787] predictions:    9703/  10000 (97.03%), best:    9706/10000 (97.06%), error:      1005.75641, best error:       958.58722 on epoch:    80, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 53.6435432434s, input_fired_time: 0.9594980478, output_fired_time: 0.6047073603, propagate_forward_time: 21.0125179291, propagate_backward_time: 29.3153934479, weight_update_time: 0.0684259534, other_time: 1.7514266968
epoch time: 4.6073541641s, input_fired_time: 0.1027769446, output_fired_time: 0.0000000000, propagate_forward_time: 4.1964831352, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3080940247
validation[          , genome  5787] predictions:    9613/  10000 (96.13%), best:    9706/10000 (97.06%), error:      1295.43164, best error:       958.58722 on epoch:    80, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 53.6396102905s, input_fired_time: 0.9594442844, output_fired_time: 0.6033415198, propagate_forward_time: 21.0001277924, propagate_backward_time: 29.3340091705, weight_update_time: 0.0681904182, other_time: 1.7426872253
epoch time: 4.5996346474s, input_fired_time: 0.0990069583, output_fired_time: 0.0000000000, propagate_forward_time: 4.1953935623, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3052339554
validation[          , genome  5787] predictions:    9704/  10000 (97.04%), best:    9706/10000 (97.06%), error:      1017.30261, best error:       958.58722 on epoch:    80, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 53.7248077393s, input_fired_time: 0.9577416182, output_fired_time: 0.6039388776, propagate_forward_time: 21.0435161591, propagate_backward_time: 29.3717517853, weight_update_time: 0.0682287961, other_time: 1.7478599548
epoch time: 4.6055245399s, input_fired_time: 0.1038978919, output_fired_time: 0.0000000000, propagate_forward_time: 4.1959314346, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3056950569
validation[          , genome  5787] predictions:    9710/  10000 (97.10%), best:    9706/10000 (97.06%), error:      1016.89362, best error:       958.58722 on epoch:    80, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 54.3092384338s, input_fired_time: 0.9670583010, output_fired_time: 0.6099598408, propagate_forward_time: 21.3103694916, propagate_backward_time: 29.6423206329, weight_update_time: 0.0689740628, other_time: 1.7795295715
epoch time: 4.6066393852s, input_fired_time: 0.1017837450, output_fired_time: 0.0000000000, propagate_forward_time: 4.1961069107, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3087487221
validation[          , genome  5787] predictions:    9675/  10000 (96.75%), best:    9706/10000 (97.06%), error:      1049.88599, best error:       958.58722 on epoch:    80, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 54.1093444824s, input_fired_time: 0.9665193558, output_fired_time: 0.6087821722, propagate_forward_time: 21.2267189026, propagate_backward_time: 29.5201797485, weight_update_time: 0.0686366558, other_time: 1.7871437073
epoch time: 4.7265920639s, input_fired_time: 0.1052646711, output_fired_time: 0.0000000000, propagate_forward_time: 4.3093852997, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3119421005
validation[          , genome  5787] predictions:    9693/  10000 (96.93%), best:    9706/10000 (97.06%), error:      1038.48596, best error:       958.58722 on epoch:    80, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 53.7970275879s, input_fired_time: 0.9629400969, output_fired_time: 0.6062417030, propagate_forward_time: 21.0470676422, propagate_backward_time: 29.4014282227, weight_update_time: 0.0684901923, other_time: 1.7793483734
epoch time: 4.6239385605s, input_fired_time: 0.1060527191, output_fired_time: 0.0000000000, propagate_forward_time: 4.2067265511, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3111591339
validation[          , genome  5787] predictions:    9685/  10000 (96.85%), best:    9706/10000 (97.06%), error:      1030.34094, best error:       958.58722 on epoch:    80, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 53.8790702820s, input_fired_time: 0.9643764496, output_fired_time: 0.6078096628, propagate_forward_time: 21.1229057312, propagate_backward_time: 29.4164752960, weight_update_time: 0.0684964582, other_time: 1.7675037384
epoch time: 4.6038646698s, input_fired_time: 0.1032194197, output_fired_time: 0.0000000000, propagate_forward_time: 4.1952838898, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3053612709
validation[          , genome  5787] predictions:    9682/  10000 (96.82%), best:    9706/10000 (97.06%), error:      1035.56995, best error:       958.58722 on epoch:    80, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 53.6217765808s, input_fired_time: 0.9613183141, output_fired_time: 0.6032706499, propagate_forward_time: 21.0005378723, propagate_backward_time: 29.2972393036, weight_update_time: 0.0684956908, other_time: 1.7594089508
epoch time: 4.6101574898s, input_fired_time: 0.1044760570, output_fired_time: 0.0000000000, propagate_forward_time: 4.1964139938, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3092675209
validation[          , genome  5787] predictions:    9699/  10000 (96.99%), best:    9706/10000 (97.06%), error:      1012.18231, best error:       958.58722 on epoch:    80, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 53.6675262451s, input_fired_time: 0.9615896344, output_fired_time: 0.6105595231, propagate_forward_time: 21.0144367218, propagate_backward_time: 29.3304691315, weight_update_time: 0.0683373436, other_time: 1.7504692078
epoch time: 4.6202988625s, input_fired_time: 0.1044798791, output_fired_time: 0.0000000000, propagate_forward_time: 4.2050275803, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3107914925
validation[          , genome  5787] predictions:    9647/  10000 (96.47%), best:    9706/10000 (97.06%), error:      1200.42786, best error:       958.58722 on epoch:    80, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 53.5729370117s, input_fired_time: 0.9610407948, output_fired_time: 0.6016699076, propagate_forward_time: 20.9927272797, propagate_backward_time: 29.2810649872, weight_update_time: 0.0683474019, other_time: 1.7364349365
epoch time: 4.6153287888s, input_fired_time: 0.1048151851, output_fired_time: 0.0000000000, propagate_forward_time: 4.2001638412, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3103499413
validation[          , genome  5787] predictions:    9702/  10000 (97.02%), best:    9706/10000 (97.06%), error:       999.21051, best error:       958.58722 on epoch:    80, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 53.5348663330s, input_fired_time: 0.9605404139, output_fired_time: 0.6021375656, propagate_forward_time: 20.9811325073, propagate_backward_time: 29.2567062378, weight_update_time: 0.0681496710, other_time: 1.7343482971
epoch time: 4.6117844582s, input_fired_time: 0.1039033979, output_fired_time: 0.0000000000, propagate_forward_time: 4.1981678009, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3097133636
validation[          , genome  5787] predictions:    9712/  10000 (97.12%), best:    9706/10000 (97.06%), error:       987.38123, best error:       958.58722 on epoch:    80, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 53.7109565735s, input_fired_time: 0.9666876793, output_fired_time: 0.6056129932, propagate_forward_time: 21.0394325256, propagate_backward_time: 29.3299083710, weight_update_time: 0.0691049621, other_time: 1.7693157196
epoch time: 4.6108398438s, input_fired_time: 0.1033287570, output_fired_time: 0.0000000000, propagate_forward_time: 4.1978487968, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3096623421
validation[          , genome  5787] predictions:    9708/  10000 (97.08%), best:    9706/10000 (97.06%), error:      1019.67035, best error:       958.58722 on epoch:    80, 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: 23.1250228882s, input_fired_time: 0.5060604215, output_fired_time: 0.0000000000, propagate_forward_time: 21.0236492157, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5953140259
best training[          , genome  5787] predictions:   49343/  50000 (98.69%), best:    9706/10000 (97.06%), error:      2431.98364, best error:       958.58722 on epoch:    80, 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: 4.8591780663s, input_fired_time: 0.1019417197, output_fired_time: 0.0000000000, propagate_forward_time: 4.4267926216, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3304438591
   testing[          , genome  5787] predictions:    9743/  10000 (97.43%), best:    9706/10000 (97.06%), error:       865.67047, best error:       958.58722 on epoch:    80, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
23:34:21 (4333): called boinc_finish(0)

</stderr_txt>
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