Nameexact_genome_1512185335_40_9367_1
Workunit2565209
Created5 Dec 2017, 19:22:06 UTC
Sent5 Dec 2017, 19:31:51 UTC
Report deadline31 Dec 2017, 4:02:17 UTC
Received7 Dec 2017, 23:02:46 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID49051
Run time12 hours 49 min 11 sec
CPU time12 hours 48 min 10 sec
Validate stateInitial
Credit0.00
Device peak FLOPS1.56 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size163.21 MB
Peak swap size167.99 MB
Peak disk usage4.11 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
6, weight_decay: 0.0002438374

epoch time: 421.1782836914s, input_fired_time: 4.5296568871, output_fired_time: 4.3095154762, propagate_forward_time: 157.8550872803, propagate_backward_time: 248.8518981934, weight_update_time: 0.5210812688, other_time: 5.6321258545
epoch time: 33.1897087097s, input_fired_time: 0.5551499724, output_fired_time: 0.0000000000, propagate_forward_time: 31.6485557556, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9860038757
validation[          , genome  9367] predictions:    9832/  10000 (98.32%), best:    9832/10000 (98.32%), error:       542.97601, best error:       542.97601 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 421.1552429199s, input_fired_time: 4.5378317833, output_fired_time: 4.3055047989, propagate_forward_time: 157.8466033936, propagate_backward_time: 248.8009796143, weight_update_time: 0.5218904018, other_time: 5.6643066406
epoch time: 33.1570510864s, input_fired_time: 0.5526196361, output_fired_time: 0.0000000000, propagate_forward_time: 31.6245365143, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9798946381
validation[          , genome  9367] predictions:    9823/  10000 (98.23%), best:    9832/10000 (98.32%), error:       618.44342, best error:       542.97601 on epoch:    15, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 419.4913024902s, input_fired_time: 4.5299582481, output_fired_time: 4.2889704704, propagate_forward_time: 157.2014617920, propagate_backward_time: 247.7892303467, weight_update_time: 0.5221245885, other_time: 5.6816711426
epoch time: 32.8374557495s, input_fired_time: 0.5493255258, output_fired_time: 0.0000000000, propagate_forward_time: 31.3227748871, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9653568268
validation[          , genome  9367] predictions:    9821/  10000 (98.21%), best:    9832/10000 (98.32%), error:       615.87695, best error:       542.97601 on epoch:    15, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 421.6221618652s, input_fired_time: 4.5406227112, output_fired_time: 4.3103909492, propagate_forward_time: 158.3292236328, propagate_backward_time: 248.8084411621, weight_update_time: 0.5217096806, other_time: 5.6334838867
epoch time: 33.0369606018s, input_fired_time: 0.5548023582, output_fired_time: 0.0000000000, propagate_forward_time: 31.4789104462, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0032482147
validation[          , genome  9367] predictions:    9822/  10000 (98.22%), best:    9832/10000 (98.32%), error:       606.01672, best error:       542.97601 on epoch:    15, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 421.2015686035s, input_fired_time: 4.5429015160, output_fired_time: 4.3033599854, propagate_forward_time: 157.9353485107, propagate_backward_time: 248.7501525879, weight_update_time: 0.5227850676, other_time: 5.6697845459
epoch time: 33.1828918457s, input_fired_time: 0.5593486428, output_fired_time: 0.0000000000, propagate_forward_time: 31.6363811493, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9871616364
validation[          , genome  9367] predictions:    9830/  10000 (98.30%), best:    9832/10000 (98.32%), error:       583.48944, best error:       542.97601 on epoch:    15, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 420.5721740723s, input_fired_time: 4.5400128365, output_fired_time: 4.3100686073, propagate_forward_time: 157.5851745605, propagate_backward_time: 248.4582061768, weight_update_time: 0.5220257044, other_time: 5.6787261963
epoch time: 32.7853317261s, input_fired_time: 0.5524225235, output_fired_time: 0.0000000000, propagate_forward_time: 31.2666339874, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9662761688
validation[          , genome  9367] predictions:    9815/  10000 (98.15%), best:    9832/10000 (98.32%), error:       608.87170, best error:       542.97601 on epoch:    15, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 420.4277954102s, input_fired_time: 4.5363793373, output_fired_time: 4.3024783134, propagate_forward_time: 157.5854644775, propagate_backward_time: 248.3370971680, weight_update_time: 0.5225996971, other_time: 5.6663665771
epoch time: 33.3147583008s, input_fired_time: 0.5566033721, output_fired_time: 0.0000000000, propagate_forward_time: 31.7604637146, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9976921082
validation[          , genome  9367] predictions:    9842/  10000 (98.42%), best:    9842/10000 (98.42%), error:       525.74072, best error:       525.74072 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 420.5724792480s, input_fired_time: 4.5314521790, output_fired_time: 4.2864775658, propagate_forward_time: 157.5481109619, propagate_backward_time: 248.5596771240, weight_update_time: 0.5216590166, other_time: 5.6467590332
epoch time: 33.0598716736s, input_fired_time: 0.5577161312, output_fired_time: 0.0000000000, propagate_forward_time: 31.5126667023, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9894886017
validation[          , genome  9367] predictions:    9824/  10000 (98.24%), best:    9842/10000 (98.42%), error:       579.51385, best error:       525.74072 on epoch:    21, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 420.0982360840s, input_fired_time: 4.5319509506, output_fired_time: 4.3128142357, propagate_forward_time: 157.3104553223, propagate_backward_time: 248.3196868896, weight_update_time: 0.5207555890, other_time: 5.6233367920
epoch time: 33.0939216614s, input_fired_time: 0.5555042028, output_fired_time: 0.0000000000, propagate_forward_time: 31.5538616180, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9845561981
validation[          , genome  9367] predictions:    9793/  10000 (97.93%), best:    9842/10000 (98.42%), error:       638.85840, best error:       525.74072 on epoch:    21, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 420.8175964355s, input_fired_time: 4.5368065834, output_fired_time: 4.3044395447, propagate_forward_time: 157.5190582275, propagate_backward_time: 248.8229980469, weight_update_time: 0.5211663842, other_time: 5.6342926025
epoch time: 33.1776695251s, input_fired_time: 0.5616206527, output_fired_time: 0.0000000000, propagate_forward_time: 31.6343822479, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9816684723
validation[          , genome  9367] predictions:    9803/  10000 (98.03%), best:    9842/10000 (98.42%), error:       673.37012, best error:       525.74072 on epoch:    21, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 420.7285766602s, input_fired_time: 4.5423998833, output_fired_time: 4.2983055115, propagate_forward_time: 157.7725982666, propagate_backward_time: 248.4704284668, weight_update_time: 0.5205001235, other_time: 5.6448516846
epoch time: 33.0715751648s, input_fired_time: 0.5530645847, output_fired_time: 0.0000000000, propagate_forward_time: 31.5420112610, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9764976501
validation[          , genome  9367] predictions:    9817/  10000 (98.17%), best:    9842/10000 (98.42%), error:       570.27966, best error:       525.74072 on epoch:    21, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 420.6350708008s, input_fired_time: 4.5428066254, output_fired_time: 4.3090815544, propagate_forward_time: 157.6912994385, propagate_backward_time: 248.4838867188, weight_update_time: 0.5204432011, other_time: 5.6079864502
epoch time: 33.0252151489s, input_fired_time: 0.5581627488, output_fired_time: 0.0000000000, propagate_forward_time: 31.4880905151, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9789619446
validation[          , genome  9367] predictions:    9837/  10000 (98.37%), best:    9837/10000 (98.37%), error:       514.74432, best error:       514.74432 on epoch:    26, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 420.8462829590s, input_fired_time: 4.5424246788, output_fired_time: 4.3107967377, propagate_forward_time: 157.7485046387, propagate_backward_time: 248.6094207764, weight_update_time: 0.5198763609, other_time: 5.6351470947
epoch time: 33.0974731445s, input_fired_time: 0.5572573543, output_fired_time: 0.0000000000, propagate_forward_time: 31.5647678375, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9754467010
validation[          , genome  9367] predictions:    9798/  10000 (97.98%), best:    9837/10000 (98.37%), error:       641.79694, best error:       514.74432 on epoch:    26, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 420.4004821777s, input_fired_time: 4.5396943092, output_fired_time: 4.3142571449, propagate_forward_time: 157.4941406250, propagate_backward_time: 248.4317932129, weight_update_time: 0.5189120770, other_time: 5.6205749512
epoch time: 33.2338523865s, input_fired_time: 0.5603820682, output_fired_time: 0.0000000000, propagate_forward_time: 31.6852951050, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9881744385
validation[          , genome  9367] predictions:    9850/  10000 (98.50%), best:    9850/10000 (98.50%), error:       494.94278, best error:       494.94278 on epoch:    28, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 420.2557373047s, input_fired_time: 4.5391225815, output_fired_time: 4.3108396530, propagate_forward_time: 157.2008972168, propagate_backward_time: 248.5937194824, weight_update_time: 0.5203830600, other_time: 5.6111450195
epoch time: 32.9561882019s, input_fired_time: 0.5565287471, output_fired_time: 0.0000000000, propagate_forward_time: 31.4163188934, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9833393097
validation[          , genome  9367] predictions:    9822/  10000 (98.22%), best:    9850/10000 (98.50%), error:       654.52655, best error:       494.94278 on epoch:    28, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 420.3924560547s, input_fired_time: 4.5467920303, output_fired_time: 4.2920737267, propagate_forward_time: 157.5278015137, propagate_backward_time: 248.4131622314, weight_update_time: 0.5214434862, other_time: 5.6126251221
epoch time: 33.0249366760s, input_fired_time: 0.5602427125, output_fired_time: 0.0000000000, propagate_forward_time: 31.4825458527, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9821491241
validation[          , genome  9367] predictions:    9845/  10000 (98.45%), best:    9850/10000 (98.50%), error:       564.33740, best error:       494.94278 on epoch:    28, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 420.0372924805s, input_fired_time: 4.5486001968, output_fired_time: 4.3148870468, propagate_forward_time: 157.3929595947, propagate_backward_time: 248.1805114746, weight_update_time: 0.5195850134, other_time: 5.6003265381
epoch time: 33.2553253174s, input_fired_time: 0.5568482280, output_fired_time: 0.0000000000, propagate_forward_time: 31.7360267639, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9624519348
validation[          , genome  9367] predictions:    9804/  10000 (98.04%), best:    9850/10000 (98.50%), error:       653.98376, best error:       494.94278 on epoch:    28, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 420.3340454102s, input_fired_time: 4.5430388451, output_fired_time: 4.3027086258, propagate_forward_time: 157.3534545898, propagate_backward_time: 248.5255889893, weight_update_time: 0.5217536688, other_time: 5.6092681885
epoch time: 33.1087150574s, input_fired_time: 0.5579746366, output_fired_time: 0.0000000000, propagate_forward_time: 31.5768375397, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9739017487
validation[          , genome  9367] predictions:    9840/  10000 (98.40%), best:    9850/10000 (98.50%), error:       503.23782, best error:       494.94278 on epoch:    28, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 421.3403625488s, input_fired_time: 4.5555510521, output_fired_time: 4.3074975014, propagate_forward_time: 157.9165039063, propagate_backward_time: 248.9552154541, weight_update_time: 0.5208042860, other_time: 5.6056060791
epoch time: 33.0719032288s, input_fired_time: 0.5593571067, output_fired_time: 0.0000000000, propagate_forward_time: 31.5319309235, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9806156158
validation[          , genome  9367] predictions:    9831/  10000 (98.31%), best:    9850/10000 (98.50%), error:       570.25598, best error:       494.94278 on epoch:    28, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 420.4812927246s, input_fired_time: 4.5533056259, output_fired_time: 4.3068695068, propagate_forward_time: 157.7475891113, propagate_backward_time: 248.2435150146, weight_update_time: 0.5234413147, other_time: 5.6299896240
epoch time: 32.9517440796s, input_fired_time: 0.5587283969, output_fired_time: 0.0000000000, propagate_forward_time: 31.4054126740, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9876041412
validation[          , genome  9367] predictions:    9809/  10000 (98.09%), best:    9850/10000 (98.50%), error:       626.37274, best error:       494.94278 on epoch:    28, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 420.9289855957s, input_fired_time: 4.5589451790, output_fired_time: 4.3164639473, propagate_forward_time: 157.6627349854, propagate_backward_time: 248.7659301758, weight_update_time: 0.5211483836, other_time: 5.6248931885
epoch time: 33.1215095520s, input_fired_time: 0.5570284128, output_fired_time: 0.0000000000, propagate_forward_time: 31.5994529724, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9650268555
validation[          , genome  9367] predictions:    9833/  10000 (98.33%), best:    9850/10000 (98.50%), error:       535.42389, best error:       494.94278 on epoch:    28, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 421.8573303223s, input_fired_time: 4.5609378815, output_fired_time: 4.3236837387, propagate_forward_time: 158.0569610596, propagate_backward_time: 249.2964172363, weight_update_time: 0.5215954781, other_time: 5.6193389893
epoch time: 32.9121665955s, input_fired_time: 0.5606191158, output_fired_time: 0.0000000000, propagate_forward_time: 31.3735542297, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9779930115
validation[          , genome  9367] predictions:    9837/  10000 (98.37%), best:    9850/10000 (98.50%), error:       533.37860, best error:       494.94278 on epoch:    28, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 418.8282775879s, input_fired_time: 4.5439429283, output_fired_time: 4.2824196815, propagate_forward_time: 156.8645324707, propagate_backward_time: 247.5522766113, weight_update_time: 0.5205357075, other_time: 5.5851135254
epoch time: 32.9647865295s, input_fired_time: 0.5575915575, output_fired_time: 0.0000000000, propagate_forward_time: 31.4334239960, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9737720490
validation[          , genome  9367] predictions:    9839/  10000 (98.39%), best:    9850/10000 (98.50%), error:       553.55328, best error:       494.94278 on epoch:    28, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 420.2040100098s, input_fired_time: 4.5586800575, output_fired_time: 4.3053088188, propagate_forward_time: 157.3336181641, propagate_backward_time: 248.3577880859, weight_update_time: 0.5194950700, other_time: 5.6486206055
epoch time: 32.9810218811s, input_fired_time: 0.5559948087, output_fired_time: 0.0000000000, propagate_forward_time: 31.4554138184, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9696121216
validation[          , genome  9367] predictions:    9847/  10000 (98.47%), best:    9850/10000 (98.50%), error:       520.30511, best error:       494.94278 on epoch:    28, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 419.7174682617s, input_fired_time: 4.5581579208, output_fired_time: 4.3013367653, propagate_forward_time: 157.0028228760, propagate_backward_time: 248.2204742432, weight_update_time: 0.5198165774, other_time: 5.6346740723
epoch time: 32.9246597290s, input_fired_time: 0.5586895943, output_fired_time: 0.0000000000, propagate_forward_time: 31.4014015198, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9645690918
validation[          , genome  9367] predictions:    9795/  10000 (97.95%), best:    9850/10000 (98.50%), error:       637.64838, best error:       494.94278 on epoch:    28, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 419.4377746582s, input_fired_time: 4.5577836037, output_fired_time: 4.2957606316, propagate_forward_time: 157.2126922607, propagate_backward_time: 247.7616119385, weight_update_time: 0.5188371539, other_time: 5.6099548340
epoch time: 33.1704139709s, input_fired_time: 0.5642404556, output_fired_time: 0.0000000000, propagate_forward_time: 31.6300945282, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9760799408
validation[          , genome  9367] predictions:    9851/  10000 (98.51%), best:    9850/10000 (98.50%), error:       503.58667, best error:       494.94278 on epoch:    28, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 421.3691101074s, input_fired_time: 4.5613465309, output_fired_time: 4.3045849800, propagate_forward_time: 158.1436462402, propagate_backward_time: 248.7538299561, weight_update_time: 0.5201343298, other_time: 5.6056976318
epoch time: 32.7619438171s, input_fired_time: 0.5570765138, output_fired_time: 0.0000000000, propagate_forward_time: 31.2257461548, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9791221619
validation[          , genome  9367] predictions:    9838/  10000 (98.38%), best:    9850/10000 (98.50%), error:       549.18719, best error:       494.94278 on epoch:    28, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 420.1657714844s, input_fired_time: 4.5576748848, output_fired_time: 4.3124594688, propagate_forward_time: 157.2491149902, propagate_backward_time: 248.4144897461, weight_update_time: 0.5198124051, other_time: 5.6320190430
epoch time: 33.2019844055s, input_fired_time: 0.5628939271, output_fired_time: 0.0000000000, propagate_forward_time: 31.6651229858, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9739685059
validation[          , genome  9367] predictions:    9840/  10000 (98.40%), best:    9840/10000 (98.40%), error:       478.91068, best error:       478.91068 on epoch:    42, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 419.4183959961s, input_fired_time: 4.5629014969, output_fired_time: 4.3006277084, propagate_forward_time: 157.1227874756, propagate_backward_time: 247.8134307861, weight_update_time: 0.5197999477, other_time: 5.6186523438
epoch time: 32.9973220825s, input_fired_time: 0.5581758022, output_fired_time: 0.0000000000, propagate_forward_time: 31.4770526886, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9620952606
validation[          , genome  9367] predictions:    9864/  10000 (98.64%), best:    9864/10000 (98.64%), error:       462.06314, best error:       462.06314 on epoch:    43, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 420.8315429688s, input_fired_time: 4.5694942474, output_fired_time: 4.2951235771, propagate_forward_time: 157.8467102051, propagate_backward_time: 248.4970703125, weight_update_time: 0.5201752186, other_time: 5.6231384277
epoch time: 33.1170959473s, input_fired_time: 0.5618264675, output_fired_time: 0.0000000000, propagate_forward_time: 31.5754756927, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9797954559
validation[          , genome  9367] predictions:    9846/  10000 (98.46%), best:    9864/10000 (98.64%), error:       495.79797, best error:       462.06314 on epoch:    43, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 419.4453430176s, input_fired_time: 4.5665812492, output_fired_time: 4.2912149429, propagate_forward_time: 157.2289276123, propagate_backward_time: 247.7239532471, weight_update_time: 0.5198107362, other_time: 5.6346435547
epoch time: 32.9654045105s, input_fired_time: 0.5587667823, output_fired_time: 0.0000000000, propagate_forward_time: 31.4356079102, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9710311890
validation[          , genome  9367] predictions:    9850/  10000 (98.50%), best:    9864/10000 (98.64%), error:       482.39148, best error:       462.06314 on epoch:    43, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 419.6879577637s, input_fired_time: 4.5601835251, output_fired_time: 4.3088641167, propagate_forward_time: 157.0182189941, propagate_backward_time: 248.1840515137, weight_update_time: 0.5201854110, other_time: 5.6166381836
epoch time: 32.8875923157s, input_fired_time: 0.5602990389, output_fired_time: 0.0000000000, propagate_forward_time: 31.3456172943, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9816761017
validation[          , genome  9367] predictions:    9827/  10000 (98.27%), best:    9864/10000 (98.64%), error:       505.46371, best error:       462.06314 on epoch:    43, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 421.0559997559s, input_fired_time: 4.5713267326, output_fired_time: 4.3051662445, propagate_forward_time: 157.7972717285, propagate_backward_time: 248.7456817627, weight_update_time: 0.5210949183, other_time: 5.6365509033
epoch time: 33.0854797363s, input_fired_time: 0.5593186617, output_fired_time: 0.0000000000, propagate_forward_time: 31.5658435822, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9603176117
validation[          , genome  9367] predictions:    9841/  10000 (98.41%), best:    9864/10000 (98.64%), error:       506.52716, best error:       462.06314 on epoch:    43, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 420.9269409180s, input_fired_time: 4.5800619125, output_fired_time: 4.3019294739, propagate_forward_time: 157.7438049316, propagate_backward_time: 248.6497955322, weight_update_time: 0.5228440166, other_time: 5.6513519287
epoch time: 32.0665969849s, input_fired_time: 0.5507279038, output_fired_time: 0.0000000000, propagate_forward_time: 30.5326538086, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9832153320
validation[          , genome  9367] predictions:    9853/  10000 (98.53%), best:    9853/10000 (98.53%), error:       461.90045, best error:       461.90045 on epoch:    48, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 421.6864624023s, input_fired_time: 4.5763263702, output_fired_time: 4.3175320625, propagate_forward_time: 158.0922241211, propagate_backward_time: 249.0739746094, weight_update_time: 0.5213351250, other_time: 5.6264038086
epoch time: 33.2216224670s, input_fired_time: 0.5631417632, output_fired_time: 0.0000000000, propagate_forward_time: 31.6881504059, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9703311920
validation[          , genome  9367] predictions:    9842/  10000 (98.42%), best:    9853/10000 (98.53%), error:       523.46631, best error:       461.90045 on epoch:    48, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 420.6268920898s, input_fired_time: 4.5670022964, output_fired_time: 4.2933044434, propagate_forward_time: 157.6771087646, propagate_backward_time: 248.4775543213, weight_update_time: 0.5208142996, other_time: 5.6119079590
epoch time: 33.0074768066s, input_fired_time: 0.5648247004, output_fired_time: 0.0000000000, propagate_forward_time: 31.4607238770, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9819297791
validation[          , genome  9367] predictions:    9852/  10000 (98.52%), best:    9853/10000 (98.53%), error:       506.08524, best error:       461.90045 on epoch:    48, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 419.9560241699s, input_fired_time: 4.5790219307, output_fired_time: 4.3118681908, propagate_forward_time: 157.5533142090, propagate_backward_time: 247.9053039551, weight_update_time: 0.5205121040, other_time: 5.6065368652
epoch time: 33.1274566650s, input_fired_time: 0.5693972707, output_fired_time: 0.0000000000, propagate_forward_time: 31.5270233154, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0310363770
validation[          , genome  9367] predictions:    9853/  10000 (98.53%), best:    9853/10000 (98.53%), error:       483.41586, best error:       461.90045 on epoch:    48, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 421.0803222656s, input_fired_time: 4.5794067383, output_fired_time: 4.3099608421, propagate_forward_time: 157.9508972168, propagate_backward_time: 248.6253662109, weight_update_time: 0.5198100805, other_time: 5.6146850586
epoch time: 33.2850189209s, input_fired_time: 0.5665305257, output_fired_time: 0.0000000000, propagate_forward_time: 31.7338104248, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9846763611
validation[          , genome  9367] predictions:    9855/  10000 (98.55%), best:    9853/10000 (98.53%), error:       474.65533, best error:       461.90045 on epoch:    48, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 421.5906982422s, input_fired_time: 4.5871424675, output_fired_time: 4.3114209175, propagate_forward_time: 158.0004119873, propagate_backward_time: 249.0561676025, weight_update_time: 0.5221702456, other_time: 5.6355590820
epoch time: 33.3420295715s, input_fired_time: 0.5631160140, output_fired_time: 0.0000000000, propagate_forward_time: 31.8020095825, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9769058228
validation[          , genome  9367] predictions:    9840/  10000 (98.40%), best:    9853/10000 (98.53%), error:       494.39908, best error:       461.90045 on epoch:    48, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 421.2678833008s, input_fired_time: 4.5747342110, output_fired_time: 4.3044061661, propagate_forward_time: 157.9139099121, propagate_backward_time: 248.8764343262, weight_update_time: 0.5201261044, other_time: 5.5983886719
epoch time: 33.3484115601s, input_fired_time: 0.5654314160, output_fired_time: 0.0000000000, propagate_forward_time: 31.8160362244, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9669456482
validation[          , genome  9367] predictions:    9846/  10000 (98.46%), best:    9853/10000 (98.53%), error:       488.31754, best error:       461.90045 on epoch:    48, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 422.2025146484s, input_fired_time: 4.5832409859, output_fired_time: 4.3285632133, propagate_forward_time: 158.2594757080, propagate_backward_time: 249.4193420410, weight_update_time: 0.5224252343, other_time: 5.6118927002
epoch time: 33.2253265381s, input_fired_time: 0.5685704947, output_fired_time: 0.0000000000, propagate_forward_time: 31.6623802185, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9943771362
validation[          , genome  9367] predictions:    9861/  10000 (98.61%), best:    9853/10000 (98.53%), error:       464.04147, best error:       461.90045 on epoch:    48, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 420.9153137207s, input_fired_time: 4.5766406059, output_fired_time: 4.3062996864, propagate_forward_time: 157.7614288330, propagate_backward_time: 248.6730957031, weight_update_time: 0.5195444226, other_time: 5.5978546143
epoch time: 33.2371368408s, input_fired_time: 0.5696738958, output_fired_time: 0.0000000000, propagate_forward_time: 31.6856441498, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9818172455
validation[          , genome  9367] predictions:    9874/  10000 (98.74%), best:    9874/10000 (98.74%), error:       432.62329, best error:       432.62329 on epoch:    56, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 422.2861328125s, input_fired_time: 4.5918312073, output_fired_time: 4.3111453056, propagate_forward_time: 158.1468048096, propagate_backward_time: 249.6128082275, weight_update_time: 0.5218613744, other_time: 5.6235351563
epoch time: 33.1761665344s, input_fired_time: 0.5644575357, output_fired_time: 0.0000000000, propagate_forward_time: 31.6421718597, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9695377350
validation[          , genome  9367] predictions:    9859/  10000 (98.59%), best:    9874/10000 (98.74%), error:       457.36209, best error:       432.62329 on epoch:    56, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 420.7190246582s, input_fired_time: 4.5873031616, output_fired_time: 4.3066468239, propagate_forward_time: 157.5441894531, propagate_backward_time: 248.6532440186, weight_update_time: 0.5210137367, other_time: 5.6276397705
epoch time: 33.1627769470s, input_fired_time: 0.5647003055, output_fired_time: 0.0000000000, propagate_forward_time: 31.6285552979, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9695205688
validation[          , genome  9367] predictions:    9865/  10000 (98.65%), best:    9874/10000 (98.74%), error:       469.27478, best error:       432.62329 on epoch:    56, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 419.6484069824s, input_fired_time: 4.5816860199, output_fired_time: 4.2913160324, propagate_forward_time: 157.2044982910, propagate_backward_time: 247.9510650635, weight_update_time: 0.5195490718, other_time: 5.6198272705
epoch time: 32.9727668762s, input_fired_time: 0.5610026121, output_fired_time: 0.0000000000, propagate_forward_time: 31.4464550018, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9653110504
validation[          , genome  9367] predictions:    9868/  10000 (98.68%), best:    9874/10000 (98.74%), error:       478.21777, best error:       432.62329 on epoch:    56, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 420.6626892090s, input_fired_time: 4.5856142044, output_fired_time: 4.3003330231, propagate_forward_time: 157.7621612549, propagate_backward_time: 248.3932037354, weight_update_time: 0.5208547115, other_time: 5.6213989258
epoch time: 32.9700317383s, input_fired_time: 0.5652581453, output_fired_time: 0.0000000000, propagate_forward_time: 31.4383182526, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9664554596
validation[          , genome  9367] predictions:    9875/  10000 (98.75%), best:    9874/10000 (98.74%), error:       435.56534, best error:       432.62329 on epoch:    56, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 420.6884155273s, input_fired_time: 4.5894141197, output_fired_time: 4.3121924400, propagate_forward_time: 157.4571838379, propagate_backward_time: 248.6698150635, weight_update_time: 0.5219810605, other_time: 5.6598052979
epoch time: 33.0873603821s, input_fired_time: 0.5691674948, output_fired_time: 0.0000000000, propagate_forward_time: 31.5335750580, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9846172333
validation[          , genome  9367] predictions:    9838/  10000 (98.38%), best:    9874/10000 (98.74%), error:       559.75128, best error:       432.62329 on epoch:    56, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 421.2004699707s, input_fired_time: 4.5892477036, output_fired_time: 4.3306674957, propagate_forward_time: 157.8735504150, propagate_backward_time: 248.7611846924, weight_update_time: 0.5209428072, other_time: 5.6458435059
epoch time: 33.0832214355s, input_fired_time: 0.5640212893, output_fired_time: 0.0000000000, propagate_forward_time: 31.5498466492, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9693527222
validation[          , genome  9367] predictions:    9871/  10000 (98.71%), best:    9871/10000 (98.71%), error:       424.84253, best error:       424.84253 on epoch:    62, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 420.9944458008s, input_fired_time: 4.5934314728, output_fired_time: 4.3163566589, propagate_forward_time: 157.8943786621, propagate_backward_time: 248.5513000488, weight_update_time: 0.5211884379, other_time: 5.6389770508
epoch time: 33.2196159363s, input_fired_time: 0.5661179423, output_fired_time: 0.0000000000, propagate_forward_time: 31.6826858521, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9708137512
validation[          , genome  9367] predictions:    9882/  10000 (98.82%), best:    9882/10000 (98.82%), error:       398.85321, best error:       398.85321 on epoch:    63, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 421.5553894043s, input_fired_time: 4.5907263756, output_fired_time: 4.3096079826, propagate_forward_time: 158.0695190430, propagate_backward_time: 248.9764556885, weight_update_time: 0.5221921802, other_time: 5.6090850830
epoch time: 33.1862182617s, input_fired_time: 0.5647110343, output_fired_time: 0.0000000000, propagate_forward_time: 31.6499252319, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9715805054
validation[          , genome  9367] predictions:    9852/  10000 (98.52%), best:    9882/10000 (98.82%), error:       466.76474, best error:       398.85321 on epoch:    63, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 421.2077636719s, input_fired_time: 4.5958991051, output_fired_time: 4.3066172600, propagate_forward_time: 157.9621124268, propagate_backward_time: 248.7285461426, weight_update_time: 0.5227209330, other_time: 5.6146087646
epoch time: 33.3457794189s, input_fired_time: 0.5704544783, output_fired_time: 0.0000000000, propagate_forward_time: 31.8012390137, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9740867615
validation[          , genome  9367] predictions:    9878/  10000 (98.78%), best:    9882/10000 (98.82%), error:       423.47760, best error:       398.85321 on epoch:    63, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 420.4481811523s, input_fired_time: 4.5958218575, output_fired_time: 4.3038558960, propagate_forward_time: 157.5453186035, propagate_backward_time: 248.3836364746, weight_update_time: 0.5190801024, other_time: 5.6195373535
epoch time: 33.2618904114s, input_fired_time: 0.5723776817, output_fired_time: 0.0000000000, propagate_forward_time: 31.7020511627, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9874629974
validation[          , genome  9367] predictions:    9864/  10000 (98.64%), best:    9882/10000 (98.82%), error:       432.36844, best error:       398.85321 on epoch:    63, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 420.6414489746s, input_fired_time: 4.5977778435, output_fired_time: 4.3072524071, propagate_forward_time: 157.7414245605, propagate_backward_time: 248.3717346191, weight_update_time: 0.5199622512, other_time: 5.6232604980
epoch time: 33.1200714111s, input_fired_time: 0.5644677877, output_fired_time: 0.0000000000, propagate_forward_time: 31.5868396759, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9687633514
validation[          , genome  9367] predictions:    9861/  10000 (98.61%), best:    9882/10000 (98.82%), error:       413.75208, best error:       398.85321 on epoch:    63, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 421.6309509277s, input_fired_time: 4.6010336876, output_fired_time: 4.3145227432, propagate_forward_time: 158.0514373779, propagate_backward_time: 249.0434417725, weight_update_time: 0.5195710659, other_time: 5.6205139160
epoch time: 33.2548599243s, input_fired_time: 0.5695366263, output_fired_time: 0.0000000000, propagate_forward_time: 31.7016448975, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9836769104
validation[          , genome  9367] predictions:    9859/  10000 (98.59%), best:    9882/10000 (98.82%), error:       453.48080, best error:       398.85321 on epoch:    63, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 419.7832946777s, input_fired_time: 4.5977797508, output_fired_time: 4.2950983047, propagate_forward_time: 157.2838897705, propagate_backward_time: 247.9673004150, weight_update_time: 0.5214092731, other_time: 5.6392211914
epoch time: 32.9936408997s, input_fired_time: 0.5691701770, output_fired_time: 0.0000000000, propagate_forward_time: 31.4559097290, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9685592651
validation[          , genome  9367] predictions:    9865/  10000 (98.65%), best:    9882/10000 (98.82%), error:       432.76108, best error:       398.85321 on epoch:    63, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 421.0755310059s, input_fired_time: 4.6059446335, output_fired_time: 4.3126544952, propagate_forward_time: 157.8598022461, propagate_backward_time: 248.6873016357, weight_update_time: 0.5199110508, other_time: 5.6098175049
epoch time: 32.6127510071s, input_fired_time: 0.5644400716, output_fired_time: 0.0000000000, propagate_forward_time: 31.0768241882, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9714851379
validation[          , genome  9367] predictions:    9870/  10000 (98.70%), best:    9882/10000 (98.82%), error:       477.40244, best error:       398.85321 on epoch:    63, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 421.7171020508s, input_fired_time: 4.6089353561, output_fired_time: 4.3155055046, propagate_forward_time: 158.1883850098, propagate_backward_time: 249.0000305176, weight_update_time: 0.5202264190, other_time: 5.6042480469
epoch time: 32.9468116760s, input_fired_time: 0.5696291924, output_fired_time: 0.0000000000, propagate_forward_time: 31.3936367035, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9835453033
validation[          , genome  9367] predictions:    9870/  10000 (98.70%), best:    9882/10000 (98.82%), error:       402.96228, best error:       398.85321 on epoch:    63, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 420.1816101074s, input_fired_time: 4.6009149551, output_fired_time: 4.3006801605, propagate_forward_time: 157.5382080078, propagate_backward_time: 248.1198730469, weight_update_time: 0.5207604766, other_time: 5.6219177246
epoch time: 33.5480918884s, input_fired_time: 0.5740856528, output_fired_time: 0.0000000000, propagate_forward_time: 31.9989147186, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9750919342
validation[          , genome  9367] predictions:    9849/  10000 (98.49%), best:    9882/10000 (98.82%), error:       510.63599, best error:       398.85321 on epoch:    63, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 421.3971862793s, input_fired_time: 4.6161360741, output_fired_time: 4.3049430847, propagate_forward_time: 157.8836364746, propagate_backward_time: 248.9484710693, weight_update_time: 0.5213965178, other_time: 5.6439971924
epoch time: 33.1551513672s, input_fired_time: 0.5730709434, output_fired_time: 0.0000000000, propagate_forward_time: 31.5905742645, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9915065765
validation[          , genome  9367] predictions:    9881/  10000 (98.81%), best:    9882/10000 (98.82%), error:       409.95114, best error:       398.85321 on epoch:    63, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 419.9371337891s, input_fired_time: 4.6246061325, output_fired_time: 4.2947640419, propagate_forward_time: 157.3460998535, propagate_backward_time: 247.9550323486, weight_update_time: 0.5252689719, other_time: 5.7166290283
epoch time: 33.4070854187s, input_fired_time: 0.6007246375, output_fired_time: 0.0000000000, propagate_forward_time: 31.6777420044, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1286201477
validation[          , genome  9367] predictions:    9865/  10000 (98.65%), best:    9882/10000 (98.82%), error:       468.55121, best error:       398.85321 on epoch:    63, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 421.0284423828s, input_fired_time: 4.7537293434, output_fired_time: 4.3573327065, propagate_forward_time: 157.2205200195, propagate_backward_time: 248.2117767334, weight_update_time: 0.5694063306, other_time: 6.4850921631
epoch time: 33.2438850403s, input_fired_time: 0.5899515748, output_fired_time: 0.0000000000, propagate_forward_time: 31.5667705536, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0871639252
validation[          , genome  9367] predictions:    9879/  10000 (98.79%), best:    9882/10000 (98.82%), error:       427.66153, best error:       398.85321 on epoch:    63, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 419.6661987305s, input_fired_time: 4.7382550240, output_fired_time: 4.3409690857, propagate_forward_time: 156.6497344971, propagate_backward_time: 247.5358581543, weight_update_time: 0.5634421706, other_time: 6.4013824463
epoch time: 33.3742523193s, input_fired_time: 0.5947831869, output_fired_time: 0.0000000000, propagate_forward_time: 31.6712284088, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1082401276
validation[          , genome  9367] predictions:    9860/  10000 (98.60%), best:    9882/10000 (98.82%), error:       447.84634, best error:       398.85321 on epoch:    63, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 422.7785339355s, input_fired_time: 4.7503924370, output_fired_time: 4.3584771156, propagate_forward_time: 158.2041320801, propagate_backward_time: 249.0842132568, weight_update_time: 0.5650665760, other_time: 6.3813018799
epoch time: 33.1003646851s, input_fired_time: 0.5922381878, output_fired_time: 0.0000000000, propagate_forward_time: 31.3863544464, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1217708588
validation[          , genome  9367] predictions:    9861/  10000 (98.61%), best:    9882/10000 (98.82%), error:       435.69675, best error:       398.85321 on epoch:    63, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 422.5473632813s, input_fired_time: 4.7570981979, output_fired_time: 4.3594255447, propagate_forward_time: 157.9994354248, propagate_backward_time: 248.9726715088, weight_update_time: 0.5684961081, other_time: 6.4587097168
epoch time: 33.3427963257s, input_fired_time: 0.5962587595, output_fired_time: 0.0000000000, propagate_forward_time: 31.6430931091, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1034431458
validation[          , genome  9367] predictions:    9856/  10000 (98.56%), best:    9882/10000 (98.82%), error:       441.18915, best error:       398.85321 on epoch:    63, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 423.3336486816s, input_fired_time: 4.7727899551, output_fired_time: 4.3770885468, propagate_forward_time: 158.3278503418, propagate_backward_time: 249.4136962891, weight_update_time: 0.5665291548, other_time: 6.4422302246
epoch time: 33.0387878418s, input_fired_time: 0.5948756337, output_fired_time: 0.0000000000, propagate_forward_time: 31.3300075531, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1139049530
validation[          , genome  9367] predictions:    9877/  10000 (98.77%), best:    9882/10000 (98.82%), error:       428.60434, best error:       398.85321 on epoch:    63, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 422.0325012207s, input_fired_time: 4.7657928467, output_fired_time: 4.3688607216, propagate_forward_time: 157.8131866455, propagate_backward_time: 248.6764068604, weight_update_time: 0.5654681921, other_time: 6.4082641602
epoch time: 33.5918121338s, input_fired_time: 0.6029829979, output_fired_time: 0.0000000000, propagate_forward_time: 31.8766822815, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1121482849
validation[          , genome  9367] predictions:    9869/  10000 (98.69%), best:    9882/10000 (98.82%), error:       410.47263, best error:       398.85321 on epoch:    63, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 421.5949707031s, input_fired_time: 4.7603483200, output_fired_time: 4.3637480736, propagate_forward_time: 157.5392150879, propagate_backward_time: 248.5356292725, weight_update_time: 0.5644466281, other_time: 6.3960418701
epoch time: 32.3148117065s, input_fired_time: 0.5874964595, output_fired_time: 0.0000000000, propagate_forward_time: 30.6264553070, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1008605957
validation[          , genome  9367] predictions:    9854/  10000 (98.54%), best:    9882/10000 (98.82%), error:       465.69852, best error:       398.85321 on epoch:    63, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 422.6253356934s, input_fired_time: 4.7606654167, output_fired_time: 4.3640594482, propagate_forward_time: 158.0260467529, propagate_backward_time: 249.0872497559, weight_update_time: 0.5676007867, other_time: 6.3873138428
epoch time: 33.3222007751s, input_fired_time: 0.5957505703, output_fired_time: 0.0000000000, propagate_forward_time: 31.6374626160, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0889892578
validation[          , genome  9367] predictions:    9877/  10000 (98.77%), best:    9882/10000 (98.82%), error:       432.71844, best error:       398.85321 on epoch:    63, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 423.3462219238s, input_fired_time: 4.7798585892, output_fired_time: 4.3786525726, propagate_forward_time: 158.2842254639, propagate_backward_time: 249.4116973877, weight_update_time: 0.5734634995, other_time: 6.4917907715
epoch time: 33.2304611206s, input_fired_time: 0.5968150496, output_fired_time: 0.0000000000, propagate_forward_time: 31.5414562225, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0921916962
validation[          , genome  9367] predictions:    9874/  10000 (98.74%), best:    9882/10000 (98.82%), error:       418.95938, best error:       398.85321 on epoch:    63, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 423.0749511719s, input_fired_time: 4.7799448967, output_fired_time: 4.3791608810, propagate_forward_time: 158.3132476807, propagate_backward_time: 249.1284484863, weight_update_time: 0.5712189674, other_time: 6.4741668701
epoch time: 33.4582977295s, input_fired_time: 0.5991819501, output_fired_time: 0.0000000000, propagate_forward_time: 31.7304077148, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1287078857
validation[          , genome  9367] predictions:    9865/  10000 (98.65%), best:    9882/10000 (98.82%), error:       449.27240, best error:       398.85321 on epoch:    63, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 421.9012451172s, input_fired_time: 4.7768101692, output_fired_time: 4.3652191162, propagate_forward_time: 157.7572174072, propagate_backward_time: 248.5812988281, weight_update_time: 0.5657538772, other_time: 6.4207000732
epoch time: 33.2518615723s, input_fired_time: 0.5986227393, output_fired_time: 0.0000000000, propagate_forward_time: 31.5563068390, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0969333649
validation[          , genome  9367] predictions:    9873/  10000 (98.73%), best:    9882/10000 (98.82%), error:       407.91177, best error:       398.85321 on epoch:    63, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 422.2518920898s, input_fired_time: 4.7781772614, output_fired_time: 4.3626837730, propagate_forward_time: 157.8743743896, propagate_backward_time: 248.7847747803, weight_update_time: 0.5679114461, other_time: 6.4519042969
epoch time: 33.3634414673s, input_fired_time: 0.5934540629, output_fired_time: 0.0000000000, propagate_forward_time: 31.6968460083, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0731430054
validation[          , genome  9367] predictions:    9874/  10000 (98.74%), best:    9882/10000 (98.82%), error:       429.22861, best error:       398.85321 on epoch:    63, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 423.5772094727s, input_fired_time: 4.7742681503, output_fired_time: 4.3803787231, propagate_forward_time: 158.5153808594, propagate_backward_time: 249.5242919922, weight_update_time: 0.5659335852, other_time: 6.3829040527
epoch time: 33.1018104553s, input_fired_time: 0.5959392786, output_fired_time: 0.0000000000, propagate_forward_time: 31.4107952118, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0950756073
validation[          , genome  9367] predictions:    9828/  10000 (98.28%), best:    9882/10000 (98.82%), error:       563.12726, best error:       398.85321 on epoch:    63, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 423.8910522461s, input_fired_time: 4.7996945381, output_fired_time: 4.3905687332, propagate_forward_time: 158.6573028564, propagate_backward_time: 249.5261688232, weight_update_time: 0.5722548962, other_time: 6.5173492432
epoch time: 33.1311492920s, input_fired_time: 0.6016144156, output_fired_time: 0.0000000000, propagate_forward_time: 31.4222164154, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1073169708
validation[          , genome  9367] predictions:    9878/  10000 (98.78%), best:    9882/10000 (98.82%), error:       406.80701, best error:       398.85321 on epoch:    63, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 423.2259521484s, input_fired_time: 4.7901139259, output_fired_time: 4.3650498390, propagate_forward_time: 158.2970123291, propagate_backward_time: 249.3054504395, weight_update_time: 0.5684626698, other_time: 6.4683380127
epoch time: 33.3681411743s, input_fired_time: 0.6037991047, output_fired_time: 0.0000000000, propagate_forward_time: 31.6546459198, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1096973419
validation[          , genome  9367] predictions:    9868/  10000 (98.68%), best:    9882/10000 (98.82%), error:       446.20038, best error:       398.85321 on epoch:    63, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 422.8957519531s, input_fired_time: 4.8148598671, output_fired_time: 4.3795704842, propagate_forward_time: 157.9803009033, propagate_backward_time: 249.1548156738, weight_update_time: 0.5758705139, other_time: 6.5662078857
epoch time: 33.1993293762s, input_fired_time: 0.6048164964, output_fired_time: 0.0000000000, propagate_forward_time: 31.4686508179, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1258621216
validation[          , genome  9367] predictions:    9880/  10000 (98.80%), best:    9882/10000 (98.82%), error:       402.91663, best error:       398.85321 on epoch:    63, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 423.2263793945s, input_fired_time: 4.8173685074, output_fired_time: 4.3935093880, propagate_forward_time: 158.0731048584, propagate_backward_time: 249.3641967773, weight_update_time: 0.5753168464, other_time: 6.5781707764
epoch time: 33.5279579163s, input_fired_time: 0.6047412753, output_fired_time: 0.0000000000, propagate_forward_time: 31.8126220703, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1105957031
validation[          , genome  9367] predictions:    9873/  10000 (98.73%), best:    9882/10000 (98.82%), error:       413.76581, best error:       398.85321 on epoch:    63, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 422.2696838379s, input_fired_time: 4.8152174950, output_fired_time: 4.3789339066, propagate_forward_time: 157.5914611816, propagate_backward_time: 248.9105377197, weight_update_time: 0.5745637417, other_time: 6.5735321045
epoch time: 33.6417961121s, input_fired_time: 0.6139987111, output_fired_time: 0.0000000000, propagate_forward_time: 31.8599414825, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1678562164
validation[          , genome  9367] predictions:    9874/  10000 (98.74%), best:    9882/10000 (98.82%), error:       432.32062, best error:       398.85321 on epoch:    63, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 422.1578674316s, input_fired_time: 4.8029150963, output_fired_time: 4.3733992577, propagate_forward_time: 157.8345642090, propagate_backward_time: 248.6413116455, weight_update_time: 0.5711492300, other_time: 6.5056610107
epoch time: 33.1774444580s, input_fired_time: 0.6061190367, output_fired_time: 0.0000000000, propagate_forward_time: 31.4407768250, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1305503845
validation[          , genome  9367] predictions:    9871/  10000 (98.71%), best:    9882/10000 (98.82%), error:       417.23727, best error:       398.85321 on epoch:    63, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 422.3529968262s, input_fired_time: 4.8455305099, output_fired_time: 4.3926582336, propagate_forward_time: 157.9838714600, propagate_backward_time: 248.4682159424, weight_update_time: 0.5828239918, other_time: 6.6627197266
epoch time: 33.1823844910s, input_fired_time: 0.6074389219, output_fired_time: 0.0000000000, propagate_forward_time: 31.4483890533, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1265583038
validation[          , genome  9367] predictions:    9861/  10000 (98.61%), best:    9882/10000 (98.82%), error:       421.80270, best error:       398.85321 on epoch:    63, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 423.4648437500s, input_fired_time: 4.8478307724, output_fired_time: 4.4205088615, propagate_forward_time: 158.3128509521, propagate_backward_time: 249.2492065430, weight_update_time: 0.5815203786, other_time: 6.6344451904
epoch time: 33.6686820984s, input_fired_time: 0.6102646589, output_fired_time: 0.0000000000, propagate_forward_time: 31.9387931824, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1196250916
validation[          , genome  9367] predictions:    9867/  10000 (98.67%), best:    9882/10000 (98.82%), error:       430.66986, best error:       398.85321 on epoch:    63, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 423.3294677734s, input_fired_time: 4.8538551331, output_fired_time: 4.4255385399, propagate_forward_time: 158.2017059326, propagate_backward_time: 249.1822204590, weight_update_time: 0.5823845863, other_time: 6.6661529541
epoch time: 33.4057693481s, input_fired_time: 0.6136565804, output_fired_time: 0.0000000000, propagate_forward_time: 31.6363544464, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1557598114
validation[          , genome  9367] predictions:    9874/  10000 (98.74%), best:    9882/10000 (98.82%), error:       445.24832, best error:       398.85321 on epoch:    63, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 421.4378662109s, input_fired_time: 4.8243117332, output_fired_time: 4.3893084526, propagate_forward_time: 157.6098022461, propagate_backward_time: 247.9981231689, weight_update_time: 0.5808054209, other_time: 6.6163177490
epoch time: 33.3221359253s, input_fired_time: 0.6213781238, output_fired_time: 0.0000000000, propagate_forward_time: 31.5433712006, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1573848724
validation[          , genome  9367] predictions:    9879/  10000 (98.79%), best:    9882/10000 (98.82%), error:       425.25348, best error:       398.85321 on epoch:    63, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 422.5375976563s, input_fired_time: 4.8513178825, output_fired_time: 4.3984699249, propagate_forward_time: 157.9980926514, propagate_backward_time: 248.5429687500, weight_update_time: 0.5840795040, other_time: 6.7467498779
epoch time: 33.1966285706s, input_fired_time: 0.6090190411, output_fired_time: 0.0000000000, propagate_forward_time: 31.4595527649, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1280555725
validation[          , genome  9367] predictions:    9878/  10000 (98.78%), best:    9882/10000 (98.82%), error:       404.97012, best error:       398.85321 on epoch:    63, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 423.4325866699s, input_fired_time: 4.8392744064, output_fired_time: 4.4053735733, propagate_forward_time: 158.1007843018, propagate_backward_time: 249.4379119873, weight_update_time: 0.5793125033, other_time: 6.6492462158
epoch time: 33.2762527466s, input_fired_time: 0.6099289656, output_fired_time: 0.0000000000, propagate_forward_time: 31.5216464996, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1446781158
validation[          , genome  9367] predictions:    9875/  10000 (98.75%), best:    9882/10000 (98.82%), error:       404.75668, best error:       398.85321 on epoch:    63, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 423.7181396484s, input_fired_time: 4.8636932373, output_fired_time: 4.4086203575, propagate_forward_time: 158.4583740234, propagate_backward_time: 249.3167572021, weight_update_time: 0.5792403221, other_time: 6.6706695557
epoch time: 33.3293228149s, input_fired_time: 0.6078730226, output_fired_time: 0.0000000000, propagate_forward_time: 31.6051635742, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1162872314
validation[          , genome  9367] predictions:    9870/  10000 (98.70%), best:    9882/10000 (98.82%), error:       424.62228, best error:       398.85321 on epoch:    63, 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: 167.4756011963s, input_fired_time: 2.9984014034, output_fired_time: 0.0000000000, propagate_forward_time: 158.6598205566, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 5.8173828125
best training[          , genome  9367] predictions:   49953/  50000 (99.91%), best:    9882/10000 (98.82%), error:       390.02298, best error:       398.85321 on epoch:    63, 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: 32.9076461792s, input_fired_time: 0.5951259136, output_fired_time: 0.0000000000, propagate_forward_time: 31.1668891907, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1456298828
   testing[          , genome  9367] predictions:    9874/  10000 (98.74%), best:    9882/10000 (98.82%), error:       366.21762, best error:       398.85321 on epoch:    63, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
07:02:14 (6456): called boinc_finish(0)

</stderr_txt>
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