Nameexact_genome_1512568488_45_5770_0
Workunit2600097
Created7 Dec 2017, 16:22:38 UTC
Sent7 Dec 2017, 16:23:45 UTC
Report deadline12 Dec 2017, 5:58:08 UTC
Received7 Dec 2017, 23:28:25 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID67174
Run time1 hours 23 min 47 sec
CPU time1 hours 23 min 45 sec
Validate stateInitial
Credit0.00
Device peak FLOPS4.03 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size149.68 MB
Peak swap size151.20 MB
Peak disk usage1.07 MB

Stderr output

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

epoch time: 45.7268371582s, input_fired_time: 0.4915363491, output_fired_time: 0.3167464733, propagate_forward_time: 18.1941852570, propagate_backward_time: 25.3210468292, weight_update_time: 0.0679387152, other_time: 1.4033241272
epoch time: 3.9064767361s, input_fired_time: 0.0512465164, output_fired_time: 0.0000000000, propagate_forward_time: 3.6072263718, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2480039597
validation[          , genome  5770] predictions:    9631/  10000 (96.31%), best:    9701/10000 (97.01%), error:      1215.03577, best error:      1027.20044 on epoch:    11, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 45.3481826782s, input_fired_time: 0.4917962551, output_fired_time: 0.3129648268, propagate_forward_time: 18.1045837402, propagate_backward_time: 25.0430793762, weight_update_time: 0.0676392615, other_time: 1.3957595825
epoch time: 3.8316767216s, input_fired_time: 0.0507867485, output_fired_time: 0.0000000000, propagate_forward_time: 3.5376942158, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2431957722
validation[          , genome  5770] predictions:    9638/  10000 (96.38%), best:    9701/10000 (97.01%), error:      1185.51562, best error:      1027.20044 on epoch:    11, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 45.3611984253s, input_fired_time: 0.4907471240, output_fired_time: 0.3127843142, propagate_forward_time: 18.0444259644, propagate_backward_time: 25.1089839935, weight_update_time: 0.0678346679, other_time: 1.4042568207
epoch time: 4.1387319565s, input_fired_time: 0.0532936528, output_fired_time: 0.0000000000, propagate_forward_time: 3.8243687153, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2610695362
validation[          , genome  5770] predictions:    9613/  10000 (96.13%), best:    9701/10000 (97.01%), error:      1251.73303, best error:      1027.20044 on epoch:    11, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 44.4396362305s, input_fired_time: 0.4855515361, output_fired_time: 0.3083474040, propagate_forward_time: 17.6322917938, propagate_backward_time: 24.6372776031, weight_update_time: 0.0665804967, other_time: 1.3761711121
epoch time: 3.7938654423s, input_fired_time: 0.0502348430, output_fired_time: 0.0000000000, propagate_forward_time: 3.5043408871, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2392897606
validation[          , genome  5770] predictions:    9671/  10000 (96.71%), best:    9701/10000 (97.01%), error:      1096.17065, best error:      1027.20044 on epoch:    11, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 45.6861915588s, input_fired_time: 0.4947795868, output_fired_time: 0.3139233589, propagate_forward_time: 18.2132472992, propagate_backward_time: 25.2647418976, weight_update_time: 0.0682899430, other_time: 1.3995018005
epoch time: 3.9116230011s, input_fired_time: 0.0516662933, output_fired_time: 0.0000000000, propagate_forward_time: 3.6128766537, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2470800877
validation[          , genome  5770] predictions:    9669/  10000 (96.69%), best:    9701/10000 (97.01%), error:      1054.99878, best error:      1027.20044 on epoch:    11, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 45.3069725037s, input_fired_time: 0.4941840768, output_fired_time: 0.3143261075, propagate_forward_time: 18.0731391907, propagate_backward_time: 25.0215644836, weight_update_time: 0.0681966096, other_time: 1.4037590027
epoch time: 3.9732680321s, input_fired_time: 0.0516786724, output_fired_time: 0.0000000000, propagate_forward_time: 3.6710841656, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2505052090
validation[          , genome  5770] predictions:    9625/  10000 (96.25%), best:    9701/10000 (97.01%), error:      1287.60083, best error:      1027.20044 on epoch:    11, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 44.6487617493s, input_fired_time: 0.4867008626, output_fired_time: 0.3064386845, propagate_forward_time: 17.7898826599, propagate_backward_time: 24.6947460175, weight_update_time: 0.0670453236, other_time: 1.3709926605
epoch time: 3.8003325462s, input_fired_time: 0.0506274961, output_fired_time: 0.0000000000, propagate_forward_time: 3.5104303360, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2392747402
validation[          , genome  5770] predictions:    9654/  10000 (96.54%), best:    9701/10000 (97.01%), error:      1157.08423, best error:      1027.20044 on epoch:    11, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 44.8971138000s, input_fired_time: 0.4893471897, output_fired_time: 0.3093251586, propagate_forward_time: 17.8847560883, propagate_backward_time: 24.7977752686, weight_update_time: 0.0672941357, other_time: 1.4159107208
epoch time: 3.7922260761s, input_fired_time: 0.0501503386, output_fired_time: 0.0000000000, propagate_forward_time: 3.4948332310, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2472424507
validation[          , genome  5770] predictions:    9659/  10000 (96.59%), best:    9701/10000 (97.01%), error:      1118.49011, best error:      1027.20044 on epoch:    11, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 44.9918975830s, input_fired_time: 0.4899865091, output_fired_time: 0.3098659515, propagate_forward_time: 17.8836174011, propagate_backward_time: 24.9320220947, weight_update_time: 0.0672267824, other_time: 1.3764076233
epoch time: 3.8043360710s, input_fired_time: 0.0509587750, output_fired_time: 0.0000000000, propagate_forward_time: 3.5122919083, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2410852909
validation[          , genome  5770] predictions:    9508/  10000 (95.08%), best:    9701/10000 (97.01%), error:      1586.60413, best error:      1027.20044 on epoch:    11, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 44.8430137634s, input_fired_time: 0.4889361560, output_fired_time: 0.3090829849, propagate_forward_time: 17.8483181000, propagate_backward_time: 24.8238162994, weight_update_time: 0.0671328604, other_time: 1.3728599548
epoch time: 3.8538115025s, input_fired_time: 0.0505419932, output_fired_time: 0.0000000000, propagate_forward_time: 3.5590019226, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2442677021
validation[          , genome  5770] predictions:    9684/  10000 (96.84%), best:    9701/10000 (97.01%), error:      1051.72302, best error:      1027.20044 on epoch:    11, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 45.1502494812s, input_fired_time: 0.4919213653, output_fired_time: 0.3106656969, propagate_forward_time: 17.9805927277, propagate_backward_time: 24.9818916321, weight_update_time: 0.0676352680, other_time: 1.3851795197
epoch time: 3.9303121567s, input_fired_time: 0.0515486673, output_fired_time: 0.0000000000, propagate_forward_time: 3.6339271069, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2448363304
validation[          , genome  5770] predictions:    9697/  10000 (96.97%), best:    9697/10000 (96.97%), error:      1012.47491, best error:      1012.47491 on epoch:    24, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 44.6595993042s, input_fired_time: 0.4876216054, output_fired_time: 0.3072192967, propagate_forward_time: 17.8042755127, propagate_backward_time: 24.7131309509, weight_update_time: 0.0669433922, other_time: 1.3473510742
epoch time: 3.9835877419s, input_fired_time: 0.0521204621, output_fired_time: 0.0000000000, propagate_forward_time: 3.6828355789, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2486317158
validation[          , genome  5770] predictions:    9723/  10000 (97.23%), best:    9723/10000 (97.23%), error:       883.00104, best error:       883.00104 on epoch:    25, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 44.6733322144s, input_fired_time: 0.4876466095, output_fired_time: 0.3074973226, propagate_forward_time: 17.7786884308, propagate_backward_time: 24.7420291901, weight_update_time: 0.0668207332, other_time: 1.3574676514
epoch time: 3.8758871555s, input_fired_time: 0.0513695776, output_fired_time: 0.0000000000, propagate_forward_time: 3.5817732811, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2427442074
validation[          , genome  5770] predictions:    9605/  10000 (96.05%), best:    9723/10000 (97.23%), error:      1281.53540, best error:       883.00104 on epoch:    25, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 44.4949150085s, input_fired_time: 0.4869632125, output_fired_time: 0.3060395420, propagate_forward_time: 17.7472400665, propagate_backward_time: 24.5989170074, weight_update_time: 0.0665198267, other_time: 1.3557586670
epoch time: 3.9221298695s, input_fired_time: 0.0549310558, output_fired_time: 0.0000000000, propagate_forward_time: 3.6080262661, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2591724396
validation[          , genome  5770] predictions:    9693/  10000 (96.93%), best:    9723/10000 (97.23%), error:      1006.05133, best error:       883.00104 on epoch:    25, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 45.3849067688s, input_fired_time: 0.4926026762, output_fired_time: 0.3108548224, propagate_forward_time: 18.0994300842, propagate_backward_time: 25.0894737244, weight_update_time: 0.0680579096, other_time: 1.3925437927
epoch time: 3.8848347664s, input_fired_time: 0.0511725731, output_fired_time: 0.0000000000, propagate_forward_time: 3.5787293911, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2549328804
validation[          , genome  5770] predictions:    9672/  10000 (96.72%), best:    9723/10000 (97.23%), error:      1057.71216, best error:       883.00104 on epoch:    25, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 44.7029838562s, input_fired_time: 0.4895912409, output_fired_time: 0.3073150218, propagate_forward_time: 17.8229503632, propagate_backward_time: 24.7198829651, weight_update_time: 0.0669945329, other_time: 1.3632450104
epoch time: 3.9154179096s, input_fired_time: 0.0520147122, output_fired_time: 0.0000000000, propagate_forward_time: 3.6148657799, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2485373020
validation[          , genome  5770] predictions:    9676/  10000 (96.76%), best:    9723/10000 (97.23%), error:      1017.56488, best error:       883.00104 on epoch:    25, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 45.0219955444s, input_fired_time: 0.4948826432, output_fired_time: 0.3142881095, propagate_forward_time: 17.9406909943, propagate_backward_time: 24.8982563019, weight_update_time: 0.0673362315, other_time: 1.3738746643
epoch time: 3.9631464481s, input_fired_time: 0.0529148802, output_fired_time: 0.0000000000, propagate_forward_time: 3.6646561623, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2455754280
validation[          , genome  5770] predictions:    9676/  10000 (96.76%), best:    9723/10000 (97.23%), error:      1078.71729, best error:       883.00104 on epoch:    25, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 45.5244560242s, input_fired_time: 0.4990713298, output_fired_time: 0.3132795990, propagate_forward_time: 18.1775341034, propagate_backward_time: 25.1440429688, weight_update_time: 0.0681524351, other_time: 1.3905277252
epoch time: 3.9240241051s, input_fired_time: 0.0521397218, output_fired_time: 0.0000000000, propagate_forward_time: 3.6241271496, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2477571964
validation[          , genome  5770] predictions:    9680/  10000 (96.80%), best:    9723/10000 (97.23%), error:      1074.14368, best error:       883.00104 on epoch:    25, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 46.1443099976s, input_fired_time: 0.5086401105, output_fired_time: 0.3178081810, propagate_forward_time: 18.4198417664, propagate_backward_time: 25.4811153412, weight_update_time: 0.0698425770, other_time: 1.4169025421
epoch time: 3.7876939774s, input_fired_time: 0.0544413999, output_fired_time: 0.0000000000, propagate_forward_time: 3.4953448772, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2379076481
validation[          , genome  5770] predictions:    9676/  10000 (96.76%), best:    9723/10000 (97.23%), error:      1085.57703, best error:       883.00104 on epoch:    25, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 46.9040107727s, input_fired_time: 0.5093289614, output_fired_time: 0.3194254339, propagate_forward_time: 18.7017536163, propagate_backward_time: 25.9062881470, weight_update_time: 0.0720460191, other_time: 1.4672145844
epoch time: 3.8178846836s, input_fired_time: 0.0509904847, output_fired_time: 0.0000000000, propagate_forward_time: 3.5274767876, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2394173145
validation[          , genome  5770] predictions:    9712/  10000 (97.12%), best:    9723/10000 (97.23%), error:       977.28186, best error:       883.00104 on epoch:    25, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 44.8260803223s, input_fired_time: 0.4918519258, output_fired_time: 0.3088491261, propagate_forward_time: 17.8549499512, propagate_backward_time: 24.7959499359, weight_update_time: 0.0670103505, other_time: 1.3744792938
epoch time: 3.7937693596s, input_fired_time: 0.0511641316, output_fired_time: 0.0000000000, propagate_forward_time: 3.5050978661, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2375073433
validation[          , genome  5770] predictions:    9688/  10000 (96.88%), best:    9723/10000 (97.23%), error:       971.96057, best error:       883.00104 on epoch:    25, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 44.1398735046s, input_fired_time: 0.4876502454, output_fired_time: 0.3032552004, propagate_forward_time: 17.5635833740, propagate_backward_time: 24.4456348419, weight_update_time: 0.0663071722, other_time: 1.3397464752
epoch time: 3.8673827648s, input_fired_time: 0.0525574200, output_fired_time: 0.0000000000, propagate_forward_time: 3.5775949955, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2372303009
validation[          , genome  5770] predictions:    9654/  10000 (96.54%), best:    9723/10000 (97.23%), error:      1128.38513, best error:       883.00104 on epoch:    25, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 45.0262031555s, input_fired_time: 0.4926199317, output_fired_time: 0.3091200888, propagate_forward_time: 17.9129352570, propagate_backward_time: 24.9526062012, weight_update_time: 0.0673824325, other_time: 1.3589229584
epoch time: 3.7974171638s, input_fired_time: 0.0513780564, output_fired_time: 0.0000000000, propagate_forward_time: 3.5059571266, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2400820255
validation[          , genome  5770] predictions:    9645/  10000 (96.45%), best:    9723/10000 (97.23%), error:      1126.87927, best error:       883.00104 on epoch:    25, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 44.3319969177s, input_fired_time: 0.4907189310, output_fired_time: 0.3061718345, propagate_forward_time: 17.6199836731, propagate_backward_time: 24.5459098816, weight_update_time: 0.0668957382, other_time: 1.3692131042
epoch time: 4.7317132950s, input_fired_time: 0.0608653203, output_fired_time: 0.0000000000, propagate_forward_time: 4.3840517998, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2867960930
validation[          , genome  5770] predictions:    9711/  10000 (97.11%), best:    9723/10000 (97.23%), error:       919.87787, best error:       883.00104 on epoch:    25, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 44.4587745667s, input_fired_time: 0.4982191324, output_fired_time: 0.3039231002, propagate_forward_time: 17.6717071533, propagate_backward_time: 24.5626850128, weight_update_time: 0.0707294717, other_time: 1.4222393036
epoch time: 3.8125567436s, input_fired_time: 0.0538668744, output_fired_time: 0.0000000000, propagate_forward_time: 3.5101287365, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2485611439
validation[          , genome  5770] predictions:    9705/  10000 (97.05%), best:    9723/10000 (97.23%), error:      1029.78076, best error:       883.00104 on epoch:    25, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 45.8290061951s, input_fired_time: 0.4998206496, output_fired_time: 0.3128451109, propagate_forward_time: 18.2700920105, propagate_backward_time: 25.3509731293, weight_update_time: 0.0687966421, other_time: 1.3952770233
epoch time: 3.8501553535s, input_fired_time: 0.0517976359, output_fired_time: 0.0000000000, propagate_forward_time: 3.5579731464, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2403845787
validation[          , genome  5770] predictions:    9677/  10000 (96.77%), best:    9723/10000 (97.23%), error:      1047.58484, best error:       883.00104 on epoch:    25, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 45.4791946411s, input_fired_time: 0.4990635216, output_fired_time: 0.3127030730, propagate_forward_time: 18.0936756134, propagate_backward_time: 25.1896095276, weight_update_time: 0.0675681904, other_time: 1.3841419220
epoch time: 3.8842899799s, input_fired_time: 0.0522880554, output_fired_time: 0.0000000000, propagate_forward_time: 3.5906696320, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2413322926
validation[          , genome  5770] predictions:    9667/  10000 (96.67%), best:    9723/10000 (97.23%), error:      1120.13733, best error:       883.00104 on epoch:    25, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 44.4114799500s, input_fired_time: 0.4916294813, output_fired_time: 0.3072728515, propagate_forward_time: 17.6492633820, propagate_backward_time: 24.6020126343, weight_update_time: 0.0666508973, other_time: 1.3612995148
epoch time: 3.7847952843s, input_fired_time: 0.0524189845, output_fired_time: 0.0000000000, propagate_forward_time: 3.4922649860, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2401113510
validation[          , genome  5770] predictions:    9697/  10000 (96.97%), best:    9723/10000 (97.23%), error:      1042.87561, best error:       883.00104 on epoch:    25, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 44.9430656433s, input_fired_time: 0.4982833266, output_fired_time: 0.3122544289, propagate_forward_time: 17.9110565186, propagate_backward_time: 24.8454113007, weight_update_time: 0.0674672872, other_time: 1.3760585785
epoch time: 3.9021773338s, input_fired_time: 0.0526803285, output_fired_time: 0.0000000000, propagate_forward_time: 3.6022000313, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2472970486
validation[          , genome  5770] predictions:    9722/  10000 (97.22%), best:    9723/10000 (97.23%), error:       910.25916, best error:       883.00104 on epoch:    25, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 45.2792739868s, input_fired_time: 0.5048167706, output_fired_time: 0.3118411303, propagate_forward_time: 18.0585060120, propagate_backward_time: 25.0085582733, weight_update_time: 0.0683809146, other_time: 1.3955516815
epoch time: 3.9830543995s, input_fired_time: 0.0546654128, output_fired_time: 0.0000000000, propagate_forward_time: 3.6757802963, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2526087761
validation[          , genome  5770] predictions:    9741/  10000 (97.41%), best:    9741/10000 (97.41%), error:       862.86359, best error:       862.86359 on epoch:    43, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 47.6408538818s, input_fired_time: 0.5233390927, output_fired_time: 0.3259772956, propagate_forward_time: 19.0341758728, propagate_backward_time: 26.2904968262, weight_update_time: 0.0720687732, other_time: 1.4668655396
epoch time: 3.8282954693s, input_fired_time: 0.0529076308, output_fired_time: 0.0000000000, propagate_forward_time: 3.5341432095, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2412445545
validation[          , genome  5770] predictions:    9681/  10000 (96.81%), best:    9741/10000 (97.41%), error:      1090.82446, best error:       862.86359 on epoch:    43, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 45.8635406494s, input_fired_time: 0.5086442232, output_fired_time: 0.3145452440, propagate_forward_time: 18.3046340942, propagate_backward_time: 25.3306522369, weight_update_time: 0.0689992532, other_time: 1.4050655365
epoch time: 4.0425486565s, input_fired_time: 0.0602578372, output_fired_time: 0.0000000000, propagate_forward_time: 3.7317287922, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2505619526
validation[          , genome  5770] predictions:    9707/  10000 (97.07%), best:    9741/10000 (97.41%), error:       997.35785, best error:       862.86359 on epoch:    43, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 48.7596893311s, input_fired_time: 0.5274488926, output_fired_time: 0.3294343948, propagate_forward_time: 19.5201797485, propagate_backward_time: 26.8667526245, weight_update_time: 0.0743556321, other_time: 1.5158729553
epoch time: 3.9163894653s, input_fired_time: 0.0548344254, output_fired_time: 0.0000000000, propagate_forward_time: 3.6111807823, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2503743172
validation[          , genome  5770] predictions:    9722/  10000 (97.22%), best:    9741/10000 (97.41%), error:       978.00671, best error:       862.86359 on epoch:    43, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 45.9142990112s, input_fired_time: 0.5064871311, output_fired_time: 0.3154203594, propagate_forward_time: 18.3263511658, propagate_backward_time: 25.3510379791, weight_update_time: 0.0685682297, other_time: 1.4149990082
epoch time: 3.8084046841s, input_fired_time: 0.0528833792, output_fired_time: 0.0000000000, propagate_forward_time: 3.5149209499, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2406003475
validation[          , genome  5770] predictions:    9731/  10000 (97.31%), best:    9741/10000 (97.41%), error:       888.30603, best error:       862.86359 on epoch:    43, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 44.8325462341s, input_fired_time: 0.4990552366, output_fired_time: 0.3093717694, propagate_forward_time: 17.8208847046, propagate_backward_time: 24.8356456757, weight_update_time: 0.0670539811, other_time: 1.3675899506
epoch time: 4.0415925980s, input_fired_time: 0.0550606549, output_fired_time: 0.0000000000, propagate_forward_time: 3.7338058949, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2527260780
validation[          , genome  5770] predictions:    9658/  10000 (96.58%), best:    9741/10000 (97.41%), error:      1116.64270, best error:       862.86359 on epoch:    43, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 45.1030235291s, input_fired_time: 0.5043209791, output_fired_time: 0.3076931238, propagate_forward_time: 17.9614086151, propagate_backward_time: 24.9285049438, weight_update_time: 0.0684782937, other_time: 1.4010944366
epoch time: 4.4535179138s, input_fired_time: 0.0592511222, output_fired_time: 0.0000000000, propagate_forward_time: 4.1206345558, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2736320496
validation[          , genome  5770] predictions:    9646/  10000 (96.46%), best:    9741/10000 (97.41%), error:      1112.39148, best error:       862.86359 on epoch:    43, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 45.8665161133s, input_fired_time: 0.5072311759, output_fired_time: 0.3144622445, propagate_forward_time: 18.3258056641, propagate_backward_time: 25.3163890839, weight_update_time: 0.0691127107, other_time: 1.4026279449
epoch time: 4.1795396805s, input_fired_time: 0.0571059734, output_fired_time: 0.0000000000, propagate_forward_time: 3.8645982742, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2578353882
validation[          , genome  5770] predictions:    9681/  10000 (96.81%), best:    9741/10000 (97.41%), error:      1062.28027, best error:       862.86359 on epoch:    43, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 48.7320213318s, input_fired_time: 0.5234805346, output_fired_time: 0.3285376132, propagate_forward_time: 19.4948539734, propagate_backward_time: 26.9053993225, weight_update_time: 0.0734894276, other_time: 1.4797515869
epoch time: 3.7906870842s, input_fired_time: 0.0521592498, output_fired_time: 0.0000000000, propagate_forward_time: 3.4962911606, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2422366142
validation[          , genome  5770] predictions:    9650/  10000 (96.50%), best:    9741/10000 (97.41%), error:      1081.17896, best error:       862.86359 on epoch:    43, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 45.5560569763s, input_fired_time: 0.5113111138, output_fired_time: 0.3112035394, propagate_forward_time: 18.1532421112, propagate_backward_time: 25.1346549988, weight_update_time: 0.0700423419, other_time: 1.4456462860
epoch time: 3.9292323589s, input_fired_time: 0.0540104322, output_fired_time: 0.0000000000, propagate_forward_time: 3.6288619041, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2463600636
validation[          , genome  5770] predictions:    9683/  10000 (96.83%), best:    9741/10000 (97.41%), error:       983.35266, best error:       862.86359 on epoch:    43, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 45.5837821960s, input_fired_time: 0.5065063238, output_fired_time: 0.3127764761, propagate_forward_time: 18.2013912201, propagate_backward_time: 25.1496028900, weight_update_time: 0.0685010999, other_time: 1.4135055542
epoch time: 4.1376128197s, input_fired_time: 0.0565587543, output_fired_time: 0.0000000000, propagate_forward_time: 3.8236773014, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2573769093
validation[          , genome  5770] predictions:    9738/  10000 (97.38%), best:    9741/10000 (97.41%), error:       897.80585, best error:       862.86359 on epoch:    43, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 45.8299331665s, input_fired_time: 0.5085581541, output_fired_time: 0.3129509389, propagate_forward_time: 18.2407379150, propagate_backward_time: 25.3500537872, weight_update_time: 0.0687942654, other_time: 1.4176349640
epoch time: 3.8346300125s, input_fired_time: 0.0530552529, output_fired_time: 0.0000000000, propagate_forward_time: 3.5351653099, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2464094162
validation[          , genome  5770] predictions:    9714/  10000 (97.14%), best:    9741/10000 (97.41%), error:       973.55634, best error:       862.86359 on epoch:    43, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 46.1507453918s, input_fired_time: 0.5134840012, output_fired_time: 0.3154386580, propagate_forward_time: 18.3832473755, propagate_backward_time: 25.5012092590, weight_update_time: 0.0698740557, other_time: 1.4373664856
epoch time: 3.8606314659s, input_fired_time: 0.0536549948, output_fired_time: 0.0000000000, propagate_forward_time: 3.5644438267, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2425327301
validation[          , genome  5770] predictions:    9650/  10000 (96.50%), best:    9741/10000 (97.41%), error:      1165.33521, best error:       862.86359 on epoch:    43, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 45.7411994934s, input_fired_time: 0.5149638057, output_fired_time: 0.3143853843, propagate_forward_time: 18.2375526428, propagate_backward_time: 25.2595920563, weight_update_time: 0.0690127164, other_time: 1.4147052765
epoch time: 3.9492506981s, input_fired_time: 0.0545708835, output_fired_time: 0.0000000000, propagate_forward_time: 3.6466302872, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2480494976
validation[          , genome  5770] predictions:    9625/  10000 (96.25%), best:    9741/10000 (97.41%), error:      1168.11731, best error:       862.86359 on epoch:    43, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 44.8446006775s, input_fired_time: 0.5049010515, output_fired_time: 0.3102263212, propagate_forward_time: 17.8618621826, propagate_backward_time: 24.7861862183, weight_update_time: 0.0674747527, other_time: 1.3814239502
epoch time: 4.0395584106s, input_fired_time: 0.0556046292, output_fired_time: 0.0000000000, propagate_forward_time: 3.7347974777, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2491562366
validation[          , genome  5770] predictions:    9719/  10000 (97.19%), best:    9741/10000 (97.41%), error:       958.69269, best error:       862.86359 on epoch:    43, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 46.2028160095s, input_fired_time: 0.5101676583, output_fired_time: 0.3163699508, propagate_forward_time: 18.4259910583, propagate_backward_time: 25.5404014587, weight_update_time: 0.0695741698, other_time: 1.4098892212
epoch time: 3.7806172371s, input_fired_time: 0.0525037088, output_fired_time: 0.0000000000, propagate_forward_time: 3.4924809933, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2356324196
validation[          , genome  5770] predictions:    9701/  10000 (97.01%), best:    9741/10000 (97.41%), error:       982.33600, best error:       862.86359 on epoch:    43, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 44.5612640381s, input_fired_time: 0.5003248453, output_fired_time: 0.3059279621, propagate_forward_time: 17.8062515259, propagate_backward_time: 24.6089191437, weight_update_time: 0.0664231032, other_time: 1.3398418427
epoch time: 3.8351364136s, input_fired_time: 0.0526668429, output_fired_time: 0.0000000000, propagate_forward_time: 3.5448014736, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2376680374
validation[          , genome  5770] predictions:    9731/  10000 (97.31%), best:    9741/10000 (97.41%), error:       892.92303, best error:       862.86359 on epoch:    43, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 45.0326614380s, input_fired_time: 0.5058945417, output_fired_time: 0.3078780770, propagate_forward_time: 17.9411487579, propagate_backward_time: 24.8736248016, weight_update_time: 0.0687533468, other_time: 1.4041175842
epoch time: 3.9447727203s, input_fired_time: 0.0552649200, output_fired_time: 0.0000000000, propagate_forward_time: 3.6366126537, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2528951168
validation[          , genome  5770] predictions:    9706/  10000 (97.06%), best:    9741/10000 (97.41%), error:       956.48529, best error:       862.86359 on epoch:    43, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 45.8753471375s, input_fired_time: 0.5113856196, output_fired_time: 0.3159973025, propagate_forward_time: 18.2503643036, propagate_backward_time: 25.3603992462, weight_update_time: 0.0684750453, other_time: 1.4371986389
epoch time: 4.0470848083s, input_fired_time: 0.0565328486, output_fired_time: 0.0000000000, propagate_forward_time: 3.7367227077, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2538292408
validation[          , genome  5770] predictions:    9595/  10000 (95.95%), best:    9741/10000 (97.41%), error:      1177.76978, best error:       862.86359 on epoch:    43, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 47.0597076416s, input_fired_time: 0.5181438327, output_fired_time: 0.3202425539, propagate_forward_time: 18.7690334320, propagate_backward_time: 25.9998493195, weight_update_time: 0.0706526116, other_time: 1.4524383545
epoch time: 3.8251402378s, input_fired_time: 0.0550221913, output_fired_time: 0.0000000000, propagate_forward_time: 3.5266635418, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2434544563
validation[          , genome  5770] predictions:    9670/  10000 (96.70%), best:    9741/10000 (97.41%), error:      1057.27344, best error:       862.86359 on epoch:    43, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 46.5166740417s, input_fired_time: 0.5183209777, output_fired_time: 0.3168539107, propagate_forward_time: 18.5002861023, propagate_backward_time: 25.7197856903, weight_update_time: 0.0723866597, other_time: 1.4614276886
epoch time: 4.4400205612s, input_fired_time: 0.0598279089, output_fired_time: 0.0000000000, propagate_forward_time: 4.1072616577, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2729310989
validation[          , genome  5770] predictions:    9646/  10000 (96.46%), best:    9741/10000 (97.41%), error:      1200.76733, best error:       862.86359 on epoch:    43, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 46.0175209045s, input_fired_time: 0.5105752349, output_fired_time: 0.3158222139, propagate_forward_time: 18.2764530182, propagate_backward_time: 25.5110588074, weight_update_time: 0.0688270479, other_time: 1.4036121368
epoch time: 3.7791781425s, input_fired_time: 0.0527425595, output_fired_time: 0.0000000000, propagate_forward_time: 3.4911193848, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2353162766
validation[          , genome  5770] predictions:    9746/  10000 (97.46%), best:    9741/10000 (97.41%), error:       864.29877, best error:       862.86359 on epoch:    43, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 48.5712661743s, input_fired_time: 0.5267896652, output_fired_time: 0.3282189369, propagate_forward_time: 19.4602432251, propagate_backward_time: 26.7900104523, weight_update_time: 0.0728886053, other_time: 1.4660015106
epoch time: 4.5418415070s, input_fired_time: 0.0620184764, output_fired_time: 0.0000000000, propagate_forward_time: 4.2025847435, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2772383690
validation[          , genome  5770] predictions:    9731/  10000 (97.31%), best:    9741/10000 (97.41%), error:       887.35406, best error:       862.86359 on epoch:    43, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 46.9695167542s, input_fired_time: 0.5175353885, output_fired_time: 0.3182548881, propagate_forward_time: 18.7343482971, propagate_backward_time: 25.9559955597, weight_update_time: 0.0705079809, other_time: 1.4433803558
epoch time: 4.0908298492s, input_fired_time: 0.0565208197, output_fired_time: 0.0000000000, propagate_forward_time: 3.7814743519, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2528345585
validation[          , genome  5770] predictions:    9671/  10000 (96.71%), best:    9741/10000 (97.41%), error:      1051.99609, best error:       862.86359 on epoch:    43, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 47.3046188354s, input_fired_time: 0.5229651332, output_fired_time: 0.3212983310, propagate_forward_time: 18.9022369385, propagate_backward_time: 26.1080303192, weight_update_time: 0.0703438073, other_time: 1.4500904083
epoch time: 3.8481631279s, input_fired_time: 0.0550003648, output_fired_time: 0.0000000000, propagate_forward_time: 3.5483055115, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2448573112
validation[          , genome  5770] predictions:    9712/  10000 (97.12%), best:    9741/10000 (97.41%), error:       895.08508, best error:       862.86359 on epoch:    43, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 45.8252639771s, input_fired_time: 0.5133258700, output_fired_time: 0.3131868839, propagate_forward_time: 18.2486171722, propagate_backward_time: 25.3223743439, weight_update_time: 0.0689139366, other_time: 1.4277610779
epoch time: 4.2217173576s, input_fired_time: 0.0583907999, output_fired_time: 0.0000000000, propagate_forward_time: 3.8968088627, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2665178776
validation[          , genome  5770] predictions:    9713/  10000 (97.13%), best:    9741/10000 (97.41%), error:       946.01501, best error:       862.86359 on epoch:    43, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 45.6315078735s, input_fired_time: 0.5094768405, output_fired_time: 0.3126370311, propagate_forward_time: 18.2499752045, propagate_backward_time: 25.1851940155, weight_update_time: 0.0679144636, other_time: 1.3742256165
epoch time: 3.9483234882s, input_fired_time: 0.0544198118, output_fired_time: 0.0000000000, propagate_forward_time: 3.6495208740, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2443828583
validation[          , genome  5770] predictions:    9704/  10000 (97.04%), best:    9741/10000 (97.41%), error:      1004.71027, best error:       862.86359 on epoch:    43, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 45.3152656555s, input_fired_time: 0.5100469589, output_fired_time: 0.3115108907, propagate_forward_time: 18.1323337555, propagate_backward_time: 24.9938545227, weight_update_time: 0.0676215515, other_time: 1.3675174713
epoch time: 3.9287927151s, input_fired_time: 0.0548593216, output_fired_time: 0.0000000000, propagate_forward_time: 3.6310563087, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2428770065
validation[          , genome  5770] predictions:    9715/  10000 (97.15%), best:    9741/10000 (97.41%), error:       939.49927, best error:       862.86359 on epoch:    43, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 45.3034820557s, input_fired_time: 0.5069692135, output_fired_time: 0.3169466853, propagate_forward_time: 18.0303726196, propagate_backward_time: 25.0863437653, weight_update_time: 0.0677233860, other_time: 1.3628482819
epoch time: 4.0423340797s, input_fired_time: 0.0556830689, output_fired_time: 0.0000000000, propagate_forward_time: 3.7373487949, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2493021488
validation[          , genome  5770] predictions:    9749/  10000 (97.49%), best:    9741/10000 (97.41%), error:       871.62659, best error:       862.86359 on epoch:    43, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 45.4864425659s, input_fired_time: 0.5079599619, output_fired_time: 0.3127684593, propagate_forward_time: 18.0958042145, propagate_backward_time: 25.1913547516, weight_update_time: 0.0679991245, other_time: 1.3785552979
epoch time: 3.8836667538s, input_fired_time: 0.0546185710, output_fired_time: 0.0000000000, propagate_forward_time: 3.5881559849, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2408921719
validation[          , genome  5770] predictions:    9732/  10000 (97.32%), best:    9741/10000 (97.41%), error:       901.50696, best error:       862.86359 on epoch:    43, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 45.2319717407s, input_fired_time: 0.5090472698, output_fired_time: 0.3098947406, propagate_forward_time: 18.0500907898, propagate_backward_time: 24.9992923737, weight_update_time: 0.0677886158, other_time: 1.3636455536
epoch time: 3.8069121838s, input_fired_time: 0.0542731769, output_fired_time: 0.0000000000, propagate_forward_time: 3.5131907463, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2394483089
validation[          , genome  5770] predictions:    9710/  10000 (97.10%), best:    9741/10000 (97.41%), error:       926.11511, best error:       862.86359 on epoch:    43, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 44.9788208008s, input_fired_time: 0.5071800351, output_fired_time: 0.3092449307, propagate_forward_time: 17.9044952393, propagate_backward_time: 24.8741817474, weight_update_time: 0.0675409734, other_time: 1.3837184906
epoch time: 4.0311784744s, input_fired_time: 0.0560818017, output_fired_time: 0.0000000000, propagate_forward_time: 3.7240366936, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2510600090
validation[          , genome  5770] predictions:    9735/  10000 (97.35%), best:    9741/10000 (97.41%), error:       885.64929, best error:       862.86359 on epoch:    43, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 45.0088310242s, input_fired_time: 0.5059026480, output_fired_time: 0.3087335527, propagate_forward_time: 17.8980712891, propagate_backward_time: 24.9144039154, weight_update_time: 0.0677647442, other_time: 1.3817195892
epoch time: 3.8298029900s, input_fired_time: 0.0532650538, output_fired_time: 0.0000000000, propagate_forward_time: 3.5388531685, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2376847267
validation[          , genome  5770] predictions:    9736/  10000 (97.36%), best:    9741/10000 (97.41%), error:       898.98059, best error:       862.86359 on epoch:    43, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 46.6685180664s, input_fired_time: 0.5173579454, output_fired_time: 0.3179134727, propagate_forward_time: 18.7211742401, propagate_backward_time: 25.7185096741, weight_update_time: 0.0693633929, other_time: 1.3935642242
epoch time: 3.8130502701s, input_fired_time: 0.0539253987, output_fired_time: 0.0000000000, propagate_forward_time: 3.5225453377, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2365794182
validation[          , genome  5770] predictions:    9717/  10000 (97.17%), best:    9741/10000 (97.41%), error:       918.25946, best error:       862.86359 on epoch:    43, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 49.3060150146s, input_fired_time: 0.5384025574, output_fired_time: 0.3323971629, propagate_forward_time: 19.7152442932, propagate_backward_time: 27.2056083679, weight_update_time: 0.0751652122, other_time: 1.5143623352
epoch time: 4.2427754402s, input_fired_time: 0.0611898936, output_fired_time: 0.0000000000, propagate_forward_time: 3.9079964161, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2735888958
validation[          , genome  5770] predictions:    9663/  10000 (96.63%), best:    9741/10000 (97.41%), error:      1169.74939, best error:       862.86359 on epoch:    43, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 44.9440994263s, input_fired_time: 0.5052786469, output_fired_time: 0.3076801002, propagate_forward_time: 17.9163322449, propagate_backward_time: 24.8517875671, weight_update_time: 0.0676672012, other_time: 1.3630218506
epoch time: 3.7804634571s, input_fired_time: 0.0531888753, output_fired_time: 0.0000000000, propagate_forward_time: 3.4914491177, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2358255386
validation[          , genome  5770] predictions:    9684/  10000 (96.84%), best:    9741/10000 (97.41%), error:      1065.66528, best error:       862.86359 on epoch:    43, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 44.8604125977s, input_fired_time: 0.5071030259, output_fired_time: 0.3067541122, propagate_forward_time: 17.8396720886, propagate_backward_time: 24.8389186859, weight_update_time: 0.0674090907, other_time: 1.3679637909
epoch time: 3.7804267406s, input_fired_time: 0.0536394529, output_fired_time: 0.0000000000, propagate_forward_time: 3.4913785458, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2354087830
validation[          , genome  5770] predictions:    9706/  10000 (97.06%), best:    9741/10000 (97.41%), error:       960.37250, best error:       862.86359 on epoch:    43, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 45.3585014343s, input_fired_time: 0.5113250017, output_fired_time: 0.3112575114, propagate_forward_time: 18.0520820618, propagate_backward_time: 25.0815601349, weight_update_time: 0.0679764599, other_time: 1.4022769928
epoch time: 3.9271605015s, input_fired_time: 0.0560255162, output_fired_time: 0.0000000000, propagate_forward_time: 3.6244554520, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2466795444
validation[          , genome  5770] predictions:    9718/  10000 (97.18%), best:    9741/10000 (97.41%), error:       956.46277, best error:       862.86359 on epoch:    43, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 44.9211578369s, input_fired_time: 0.5087062120, output_fired_time: 0.3099130988, propagate_forward_time: 17.9184417725, propagate_backward_time: 24.8056697845, weight_update_time: 0.0671305284, other_time: 1.3784275055
epoch time: 3.9921844006s, input_fired_time: 0.0582359806, output_fired_time: 0.0000000000, propagate_forward_time: 3.6815471649, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2524013519
validation[          , genome  5770] predictions:    9734/  10000 (97.34%), best:    9734/10000 (97.34%), error:       840.72406, best error:       840.72406 on epoch:    81, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 45.8590164185s, input_fired_time: 0.5198923349, output_fired_time: 0.3151436746, propagate_forward_time: 18.2836685181, propagate_backward_time: 25.3028678894, weight_update_time: 0.0695191249, other_time: 1.4374427795
epoch time: 3.8901128769s, input_fired_time: 0.0563937724, output_fired_time: 0.0000000000, propagate_forward_time: 3.5782487392, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2554702759
validation[          , genome  5770] predictions:    9728/  10000 (97.28%), best:    9734/10000 (97.34%), error:       964.65002, best error:       840.72406 on epoch:    81, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 46.0623207092s, input_fired_time: 0.5215919614, output_fired_time: 0.3232546151, propagate_forward_time: 18.3324375153, propagate_backward_time: 25.4505710602, weight_update_time: 0.0692031831, other_time: 1.4344673157
epoch time: 4.1150937080s, input_fired_time: 0.0583826117, output_fired_time: 0.0000000000, propagate_forward_time: 3.8000776768, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2566335201
validation[          , genome  5770] predictions:    9724/  10000 (97.24%), best:    9734/10000 (97.34%), error:       893.61108, best error:       840.72406 on epoch:    81, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 47.6947326660s, input_fired_time: 0.5263768435, output_fired_time: 0.3242740333, propagate_forward_time: 19.0606765747, propagate_backward_time: 26.3277263641, weight_update_time: 0.0714572668, other_time: 1.4556789398
epoch time: 3.8759803772s, input_fired_time: 0.0553295761, output_fired_time: 0.0000000000, propagate_forward_time: 3.5744197369, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2462310791
validation[          , genome  5770] predictions:    9743/  10000 (97.43%), best:    9734/10000 (97.34%), error:       888.16144, best error:       840.72406 on epoch:    81, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 44.9986572266s, input_fired_time: 0.5139690042, output_fired_time: 0.3112201393, propagate_forward_time: 17.9223194122, propagate_backward_time: 24.8692436218, weight_update_time: 0.0675865412, other_time: 1.3819065094
epoch time: 3.8412177563s, input_fired_time: 0.0548177473, output_fired_time: 0.0000000000, propagate_forward_time: 3.5448698997, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2415301800
validation[          , genome  5770] predictions:    9711/  10000 (97.11%), best:    9734/10000 (97.34%), error:       979.20447, best error:       840.72406 on epoch:    81, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 44.8530998230s, input_fired_time: 0.5094566941, output_fired_time: 0.3084509671, propagate_forward_time: 17.8459968567, propagate_backward_time: 24.8174896240, weight_update_time: 0.0674803182, other_time: 1.3717041016
epoch time: 3.9642274380s, input_fired_time: 0.0559563711, output_fired_time: 0.0000000000, propagate_forward_time: 3.6623487473, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2459223270
validation[          , genome  5770] predictions:    9707/  10000 (97.07%), best:    9734/10000 (97.34%), error:       982.28204, best error:       840.72406 on epoch:    81, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 46.5447273254s, input_fired_time: 0.5213875175, output_fired_time: 0.3170746863, propagate_forward_time: 18.5984916687, propagate_backward_time: 25.6730880737, weight_update_time: 0.0703288764, other_time: 1.4346847534
epoch time: 3.8150308132s, input_fired_time: 0.0550563000, output_fired_time: 0.0000000000, propagate_forward_time: 3.5186102390, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2413642406
validation[          , genome  5770] predictions:    9723/  10000 (97.23%), best:    9734/10000 (97.34%), error:       906.75885, best error:       840.72406 on epoch:    81, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 46.0823593140s, input_fired_time: 0.5201530457, output_fired_time: 0.3145799935, propagate_forward_time: 18.3207473755, propagate_backward_time: 25.5042076111, weight_update_time: 0.0693161562, other_time: 1.4226722717
epoch time: 4.1674075127s, input_fired_time: 0.0579858758, output_fired_time: 0.0000000000, propagate_forward_time: 3.8523032665, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2571184635
validation[          , genome  5770] predictions:    9668/  10000 (96.68%), best:    9734/10000 (97.34%), error:      1068.59399, best error:       840.72406 on epoch:    81, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 45.6189918518s, input_fired_time: 0.5195593238, output_fired_time: 0.3126050532, propagate_forward_time: 18.1649570465, propagate_backward_time: 25.1856956482, weight_update_time: 0.0704961196, other_time: 1.4361743927
epoch time: 3.7934570312s, input_fired_time: 0.0553958602, output_fired_time: 0.0000000000, propagate_forward_time: 3.4951164722, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2429447174
validation[          , genome  5770] predictions:    9671/  10000 (96.71%), best:    9734/10000 (97.34%), error:      1076.22314, best error:       840.72406 on epoch:    81, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 44.0487709045s, input_fired_time: 0.5183548927, output_fired_time: 0.3024221361, propagate_forward_time: 17.4817085266, propagate_backward_time: 24.2982311249, weight_update_time: 0.0695393980, other_time: 1.4480533600
epoch time: 3.7954852581s, input_fired_time: 0.0558211282, output_fired_time: 0.0000000000, propagate_forward_time: 3.4950778484, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2445862293
validation[          , genome  5770] predictions:    9678/  10000 (96.78%), best:    9734/10000 (97.34%), error:      1047.91357, best error:       840.72406 on epoch:    81, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 45.4821205139s, input_fired_time: 0.5161474347, output_fired_time: 0.3128426373, propagate_forward_time: 18.0859203339, propagate_backward_time: 25.1482124329, weight_update_time: 0.0686297193, other_time: 1.4189968109
epoch time: 4.0828132629s, input_fired_time: 0.0578370765, output_fired_time: 0.0000000000, propagate_forward_time: 3.7717645168, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2532117367
validation[          , genome  5770] predictions:    9734/  10000 (97.34%), best:    9734/10000 (97.34%), error:       889.39166, best error:       840.72406 on epoch:    81, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 48.0151519775s, input_fired_time: 0.5350368023, output_fired_time: 0.3254543245, propagate_forward_time: 19.2285842896, propagate_backward_time: 26.4482994080, weight_update_time: 0.0728510916, other_time: 1.4777755737
epoch time: 3.8053760529s, input_fired_time: 0.0556621440, output_fired_time: 0.0000000000, propagate_forward_time: 3.5069980621, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2427158356
validation[          , genome  5770] predictions:    9730/  10000 (97.30%), best:    9734/10000 (97.34%), error:       889.19489, best error:       840.72406 on epoch:    81, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 44.6045989990s, input_fired_time: 0.5114621520, output_fired_time: 0.3066681325, propagate_forward_time: 17.6956901550, propagate_backward_time: 24.7026996613, weight_update_time: 0.0670030415, other_time: 1.3880786896
epoch time: 3.7906866074s, input_fired_time: 0.0548602529, output_fired_time: 0.0000000000, propagate_forward_time: 3.4977881908, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2380380630
validation[          , genome  5770] predictions:    9710/  10000 (97.10%), best:    9734/10000 (97.34%), error:       930.09583, best error:       840.72406 on epoch:    81, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 44.3770790100s, input_fired_time: 0.5154478550, output_fired_time: 0.3047981560, propagate_forward_time: 17.6242370605, propagate_backward_time: 24.5770149231, weight_update_time: 0.0665902421, other_time: 1.3555793762
epoch time: 3.9780542850s, input_fired_time: 0.0563846715, output_fired_time: 0.0000000000, propagate_forward_time: 3.6739552021, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2477145195
validation[          , genome  5770] predictions:    9606/  10000 (96.06%), best:    9734/10000 (97.34%), error:      1336.10925, best error:       840.72406 on epoch:    81, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 44.7608375549s, input_fired_time: 0.5134900212, output_fired_time: 0.3061720729, propagate_forward_time: 17.7968063354, propagate_backward_time: 24.7678489685, weight_update_time: 0.0677377135, other_time: 1.3765220642
epoch time: 3.8185026646s, input_fired_time: 0.0549699813, output_fired_time: 0.0000000000, propagate_forward_time: 3.5216352940, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2418973446
validation[          , genome  5770] predictions:    9731/  10000 (97.31%), best:    9734/10000 (97.34%), error:       913.22937, best error:       840.72406 on epoch:    81, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 45.7659912109s, input_fired_time: 0.5249679089, output_fired_time: 0.3130009770, propagate_forward_time: 18.2524967194, propagate_backward_time: 25.2905769348, weight_update_time: 0.0686674267, other_time: 1.3849506378
epoch time: 3.7821304798s, input_fired_time: 0.0554137714, output_fired_time: 0.0000000000, propagate_forward_time: 3.4906084538, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2361083031
validation[          , genome  5770] predictions:    9700/  10000 (97.00%), best:    9734/10000 (97.34%), error:       973.25116, best error:       840.72406 on epoch:    81, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 44.9228172302s, input_fired_time: 0.5159973502, output_fired_time: 0.3077591658, propagate_forward_time: 17.8948059082, propagate_backward_time: 24.8359107971, weight_update_time: 0.0680362359, other_time: 1.3683433533
epoch time: 3.8173799515s, input_fired_time: 0.0582775287, output_fired_time: 0.0000000000, propagate_forward_time: 3.5198676586, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2392346859
validation[          , genome  5770] predictions:    9705/  10000 (97.05%), best:    9734/10000 (97.34%), error:       960.72113, best error:       840.72406 on epoch:    81, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 44.6526870728s, input_fired_time: 0.5126458406, output_fired_time: 0.3055165410, propagate_forward_time: 17.7748641968, propagate_backward_time: 24.6833686829, weight_update_time: 0.0679628924, other_time: 1.3762931824
epoch time: 3.8620829582s, input_fired_time: 0.0554198623, output_fired_time: 0.0000000000, propagate_forward_time: 3.5637090206, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2429540157
validation[          , genome  5770] predictions:    9706/  10000 (97.06%), best:    9734/10000 (97.34%), error:       991.08826, best error:       840.72406 on epoch:    81, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 45.3297691345s, input_fired_time: 0.5220824480, output_fired_time: 0.3106952012, propagate_forward_time: 18.0181140900, propagate_backward_time: 25.0632781982, weight_update_time: 0.0699771419, other_time: 1.4155979156
epoch time: 3.8074152470s, input_fired_time: 0.0546995103, output_fired_time: 0.0000000000, propagate_forward_time: 3.5156650543, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2370507717
validation[          , genome  5770] predictions:    9751/  10000 (97.51%), best:    9734/10000 (97.34%), error:       883.75977, best error:       840.72406 on epoch:    81, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 45.0468940735s, input_fired_time: 0.5225465894, output_fired_time: 0.3078781366, propagate_forward_time: 17.9529495239, propagate_backward_time: 24.8429965973, weight_update_time: 0.0698556080, other_time: 1.4205265045
epoch time: 3.8880765438s, input_fired_time: 0.0553533696, output_fired_time: 0.0000000000, propagate_forward_time: 3.5863461494, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2463769913
validation[          , genome  5770] predictions:    9619/  10000 (96.19%), best:    9734/10000 (97.34%), error:      1309.37781, best error:       840.72406 on epoch:    81, epoch:  100/100, mu: 0.9870989323, learning_rate: 0.0000740065, weight_decay: 0.0000029603

evaluating best weights on full training data.
evaluting training set with running mean/variance:
epoch time: 19.6066608429s, input_fired_time: 0.2794223428, output_fired_time: 0.0000000000, propagate_forward_time: 18.0577239990, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2695140839
best training[          , genome  5770] predictions:   49454/  50000 (98.91%), best:    9734/10000 (97.34%), error:      2067.59399, best error:       840.72406 on epoch:    81, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
evaluating best weights on test data.
evaluting test set with running mean/variance:
epoch time: 3.9540770054s, input_fired_time: 0.0549859665, output_fired_time: 0.0000000000, propagate_forward_time: 3.6495375633, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2495534420
   testing[          , genome  5770] predictions:    9762/  10000 (97.62%), best:    9734/10000 (97.34%), error:       798.98413, best error:       840.72406 on epoch:    81, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
23:28:14 (5587): called boinc_finish(0)

</stderr_txt>
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