Nameexact_genome_1512568488_44_6973_0
Workunit2606181
Created7 Dec 2017, 23:01:28 UTC
Sent7 Dec 2017, 23:09:12 UTC
Report deadline14 Dec 2017, 10:55:48 UTC
Received8 Dec 2017, 8:14:26 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID67174
Run time1 hours 52 min 44 sec
CPU time1 hours 52 min 41 sec
Validate stateValid
Credit1,622.68
Device peak FLOPS4.03 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size151.14 MB
Peak swap size152.12 MB
Peak disk usage1.09 MB

Stderr output

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

epoch time: 59.0587043762s, input_fired_time: 0.6627007127, output_fired_time: 0.4119726717, propagate_forward_time: 22.7367610931, propagate_backward_time: 33.7250595093, weight_update_time: 0.0655255765, other_time: 1.5222091675
epoch time: 5.4659214020s, input_fired_time: 0.0748223290, output_fired_time: 0.0000000000, propagate_forward_time: 5.0944876671, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2966113091
validation[          , genome  6973] predictions:    9652/  10000 (96.52%), best:    9673/10000 (96.73%), error:      1202.17505, best error:      1146.47656 on epoch:    13, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 60.6495056152s, input_fired_time: 0.6744351983, output_fired_time: 0.4222854972, propagate_forward_time: 23.3757438660, propagate_backward_time: 34.6148185730, weight_update_time: 0.0668171346, other_time: 1.5622215271
epoch time: 5.5816378593s, input_fired_time: 0.0782311112, output_fired_time: 0.0000000000, propagate_forward_time: 5.1815443039, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3218622208
validation[          , genome  6973] predictions:    9639/  10000 (96.39%), best:    9673/10000 (96.73%), error:      1208.28149, best error:      1146.47656 on epoch:    13, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 62.6113777161s, input_fired_time: 0.6934765577, output_fired_time: 0.4326486588, propagate_forward_time: 24.2070865631, propagate_backward_time: 35.6634750366, weight_update_time: 0.0692508668, other_time: 1.6146926880
epoch time: 4.8540310860s, input_fired_time: 0.0671961457, output_fired_time: 0.0000000000, propagate_forward_time: 4.5207982063, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2660365105
validation[          , genome  6973] predictions:    9669/  10000 (96.69%), best:    9669/10000 (96.69%), error:      1065.85229, best error:      1065.85229 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 63.2946472168s, input_fired_time: 0.7029393911, output_fired_time: 0.4362866282, propagate_forward_time: 24.3891944885, propagate_backward_time: 36.1250953674, weight_update_time: 0.0712757111, other_time: 1.6411323547
epoch time: 5.0429172516s, input_fired_time: 0.0713049993, output_fired_time: 0.0000000000, propagate_forward_time: 4.6938796043, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2777328491
validation[          , genome  6973] predictions:    9627/  10000 (96.27%), best:    9669/10000 (96.69%), error:      1224.09338, best error:      1065.85229 on epoch:    16, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 61.3350334167s, input_fired_time: 0.6912483573, output_fired_time: 0.4331652522, propagate_forward_time: 23.7051467896, propagate_backward_time: 34.8469581604, weight_update_time: 0.0724158138, other_time: 1.6585121155
epoch time: 5.1039428711s, input_fired_time: 0.0733597353, output_fired_time: 0.0000000000, propagate_forward_time: 4.7469410896, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2836418152
validation[          , genome  6973] predictions:    9581/  10000 (95.81%), best:    9669/10000 (96.69%), error:      1337.06226, best error:      1065.85229 on epoch:    16, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 62.0310363770s, input_fired_time: 0.6971867681, output_fired_time: 0.4398815036, propagate_forward_time: 23.8806076050, propagate_backward_time: 35.3619079590, weight_update_time: 0.0729076043, other_time: 1.6514549255
epoch time: 5.0918769836s, input_fired_time: 0.0734754503, output_fired_time: 0.0000000000, propagate_forward_time: 4.7362384796, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2821631432
validation[          , genome  6973] predictions:    9656/  10000 (96.56%), best:    9669/10000 (96.69%), error:      1131.37000, best error:      1065.85229 on epoch:    16, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 61.6874694824s, input_fired_time: 0.6920375824, output_fired_time: 0.4348554909, propagate_forward_time: 23.7489566803, propagate_backward_time: 35.1734580994, weight_update_time: 0.0723292008, other_time: 1.6381568909
epoch time: 5.1439185143s, input_fired_time: 0.0741369948, output_fired_time: 0.0000000000, propagate_forward_time: 4.7838177681, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2859635353
validation[          , genome  6973] predictions:    9674/  10000 (96.74%), best:    9669/10000 (96.69%), error:      1140.11365, best error:      1065.85229 on epoch:    16, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 61.9125518799s, input_fired_time: 0.6934293509, output_fired_time: 0.4386706054, propagate_forward_time: 23.8354072571, propagate_backward_time: 35.2966957092, weight_update_time: 0.0724601895, other_time: 1.6483497620
epoch time: 6.1179599762s, input_fired_time: 0.0820133463, output_fired_time: 0.0000000000, propagate_forward_time: 5.7130546570, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3228921890
validation[          , genome  6973] predictions:    9606/  10000 (96.06%), best:    9669/10000 (96.69%), error:      1301.30200, best error:      1065.85229 on epoch:    16, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 63.1146202087s, input_fired_time: 0.7014788985, output_fired_time: 0.4406128526, propagate_forward_time: 24.4104557037, propagate_backward_time: 35.9049034119, weight_update_time: 0.0705749914, other_time: 1.6571693420
epoch time: 5.0939068794s, input_fired_time: 0.0747292191, output_fired_time: 0.0000000000, propagate_forward_time: 4.7278504372, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2913269997
validation[          , genome  6973] predictions:    9656/  10000 (96.56%), best:    9669/10000 (96.69%), error:      1157.65234, best error:      1065.85229 on epoch:    16, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 65.9782562256s, input_fired_time: 0.7287441492, output_fired_time: 0.4560574889, propagate_forward_time: 25.3492698669, propagate_backward_time: 37.6734809875, weight_update_time: 0.0758264661, other_time: 1.7707061768
epoch time: 6.0040369034s, input_fired_time: 0.0814590380, output_fired_time: 0.0000000000, propagate_forward_time: 5.6051297188, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3174481392
validation[          , genome  6973] predictions:    9556/  10000 (95.56%), best:    9669/10000 (96.69%), error:      1384.88232, best error:      1065.85229 on epoch:    16, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 61.0062522888s, input_fired_time: 0.6882587671, output_fired_time: 0.4248333275, propagate_forward_time: 23.4651527405, propagate_backward_time: 34.7988815308, weight_update_time: 0.0705189854, other_time: 1.6291236877
epoch time: 4.8846268654s, input_fired_time: 0.0714771003, output_fired_time: 0.0000000000, propagate_forward_time: 4.5349946022, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2781553268
validation[          , genome  6973] predictions:    9643/  10000 (96.43%), best:    9669/10000 (96.69%), error:      1138.54846, best error:      1065.85229 on epoch:    16, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 62.7061233521s, input_fired_time: 0.7057502270, output_fired_time: 0.4375676811, propagate_forward_time: 24.0768489838, propagate_backward_time: 35.7764892578, weight_update_time: 0.0735140815, other_time: 1.7094650269
epoch time: 5.3779497147s, input_fired_time: 0.0780967921, output_fired_time: 0.0000000000, propagate_forward_time: 4.9975724220, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3022804260
validation[          , genome  6973] predictions:    9668/  10000 (96.68%), best:    9669/10000 (96.69%), error:      1092.62378, best error:      1065.85229 on epoch:    16, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 62.5284385681s, input_fired_time: 0.7121226192, output_fired_time: 0.4387074709, propagate_forward_time: 24.0027713776, propagate_backward_time: 35.6592330933, weight_update_time: 0.0734213665, other_time: 1.7155990601
epoch time: 5.2495670319s, input_fired_time: 0.0786077008, output_fired_time: 0.0000000000, propagate_forward_time: 4.8724927902, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2984666824
validation[          , genome  6973] predictions:    9686/  10000 (96.86%), best:    9669/10000 (96.69%), error:      1090.74158, best error:      1065.85229 on epoch:    16, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 61.3431625366s, input_fired_time: 0.7014852762, output_fired_time: 0.4336001575, propagate_forward_time: 23.5648307800, propagate_backward_time: 34.9462699890, weight_update_time: 0.0723963529, other_time: 1.6969757080
epoch time: 5.0557303429s, input_fired_time: 0.0734679028, output_fired_time: 0.0000000000, propagate_forward_time: 4.6983332634, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2839293480
validation[          , genome  6973] predictions:    9631/  10000 (96.31%), best:    9669/10000 (96.69%), error:      1180.63928, best error:      1065.85229 on epoch:    16, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 60.1104278564s, input_fired_time: 0.6914412379, output_fired_time: 0.4270609617, propagate_forward_time: 23.0999794006, propagate_backward_time: 34.1994438171, weight_update_time: 0.0715943053, other_time: 1.6925048828
epoch time: 4.9131836891s, input_fired_time: 0.0725777745, output_fired_time: 0.0000000000, propagate_forward_time: 4.5626730919, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2779326439
validation[          , genome  6973] predictions:    9697/  10000 (96.97%), best:    9697/10000 (96.97%), error:      1016.03577, best error:      1016.03577 on epoch:    28, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 62.2339553833s, input_fired_time: 0.6996117830, output_fired_time: 0.4340677261, propagate_forward_time: 23.9138336182, propagate_backward_time: 35.5107536316, weight_update_time: 0.0721384361, other_time: 1.6756896973
epoch time: 4.9309940338s, input_fired_time: 0.0721427798, output_fired_time: 0.0000000000, propagate_forward_time: 4.5827212334, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2761301994
validation[          , genome  6973] predictions:    9648/  10000 (96.48%), best:    9697/10000 (96.97%), error:      1140.48193, best error:      1016.03577 on epoch:    28, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 60.5200614929s, input_fired_time: 0.6899747252, output_fired_time: 0.4263804853, propagate_forward_time: 23.2725753784, propagate_backward_time: 34.5108680725, weight_update_time: 0.0710709617, other_time: 1.6202621460
epoch time: 5.8623752594s, input_fired_time: 0.0807747319, output_fired_time: 0.0000000000, propagate_forward_time: 5.4697332382, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3118672371
validation[          , genome  6973] predictions:    9695/  10000 (96.95%), best:    9697/10000 (96.97%), error:      1036.66467, best error:      1016.03577 on epoch:    28, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 61.2267951965s, input_fired_time: 0.6956858635, output_fired_time: 0.4323405325, propagate_forward_time: 23.6892986298, propagate_backward_time: 34.7576866150, weight_update_time: 0.0727710426, other_time: 1.6517829895
epoch time: 5.1018848419s, input_fired_time: 0.0738522410, output_fired_time: 0.0000000000, propagate_forward_time: 4.7425713539, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2854614258
validation[          , genome  6973] predictions:    9614/  10000 (96.14%), best:    9697/10000 (96.97%), error:      1246.85742, best error:      1016.03577 on epoch:    28, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 59.2483558655s, input_fired_time: 0.6815039515, output_fired_time: 0.4211798012, propagate_forward_time: 22.7518749237, propagate_backward_time: 33.7902679443, weight_update_time: 0.0709495619, other_time: 1.6035308838
epoch time: 4.9066667557s, input_fired_time: 0.0708984658, output_fired_time: 0.0000000000, propagate_forward_time: 4.5622696877, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2734985352
validation[          , genome  6973] predictions:    9654/  10000 (96.54%), best:    9697/10000 (96.97%), error:      1135.64636, best error:      1016.03577 on epoch:    28, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 59.2923583984s, input_fired_time: 0.6761024594, output_fired_time: 0.4165807962, propagate_forward_time: 22.8457908630, propagate_backward_time: 33.7814064026, weight_update_time: 0.0711403713, other_time: 1.5724792480
epoch time: 4.8565015793s, input_fired_time: 0.0696389228, output_fired_time: 0.0000000000, propagate_forward_time: 4.5192999840, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2675628662
validation[          , genome  6973] predictions:    9629/  10000 (96.29%), best:    9697/10000 (96.97%), error:      1098.27771, best error:      1016.03577 on epoch:    28, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 59.7086944580s, input_fired_time: 0.6776434779, output_fired_time: 0.4191765785, propagate_forward_time: 22.9485015869, propagate_backward_time: 34.0837783813, weight_update_time: 0.0706750602, other_time: 1.5795936584
epoch time: 4.9104256630s, input_fired_time: 0.0711586773, output_fired_time: 0.0000000000, propagate_forward_time: 4.5583143234, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2809524536
validation[          , genome  6973] predictions:    9694/  10000 (96.94%), best:    9697/10000 (96.97%), error:      1028.91711, best error:      1016.03577 on epoch:    28, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 61.2744979858s, input_fired_time: 0.6881092191, output_fired_time: 0.4285003543, propagate_forward_time: 23.4764175415, propagate_backward_time: 34.9985427856, weight_update_time: 0.0724778771, other_time: 1.6829261780
epoch time: 4.8890500069s, input_fired_time: 0.0704034269, output_fired_time: 0.0000000000, propagate_forward_time: 4.5396132469, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2790331841
validation[          , genome  6973] predictions:    9697/  10000 (96.97%), best:    9697/10000 (96.97%), error:      1038.61414, best error:      1016.03577 on epoch:    28, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 60.3021507263s, input_fired_time: 0.6842293739, output_fired_time: 0.4295898676, propagate_forward_time: 23.2704010010, propagate_backward_time: 34.3027305603, weight_update_time: 0.0712942034, other_time: 1.6152000427
epoch time: 5.1005678177s, input_fired_time: 0.0733416602, output_fired_time: 0.0000000000, propagate_forward_time: 4.7483706474, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2788553238
validation[          , genome  6973] predictions:    9705/  10000 (97.05%), best:    9705/10000 (97.05%), error:       965.07214, best error:       965.07214 on epoch:    36, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 62.3387832642s, input_fired_time: 0.6954792738, output_fired_time: 0.4359310269, propagate_forward_time: 24.0321521759, propagate_backward_time: 35.5582427979, weight_update_time: 0.0730066821, other_time: 1.6169738770
epoch time: 5.1445951462s, input_fired_time: 0.0733461305, output_fired_time: 0.0000000000, propagate_forward_time: 4.7937164307, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2775325775
validation[          , genome  6973] predictions:    9694/  10000 (96.94%), best:    9705/10000 (97.05%), error:      1031.77515, best error:       965.07214 on epoch:    36, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 60.3331222534s, input_fired_time: 0.6853865981, output_fired_time: 0.4232816100, propagate_forward_time: 23.2075042725, propagate_backward_time: 34.4404106140, weight_update_time: 0.0704451725, other_time: 1.5765380859
epoch time: 5.0345697403s, input_fired_time: 0.0720725358, output_fired_time: 0.0000000000, propagate_forward_time: 4.6877741814, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2747230530
validation[          , genome  6973] predictions:    9649/  10000 (96.49%), best:    9705/10000 (97.05%), error:      1150.60596, best error:       965.07214 on epoch:    36, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 62.0213088989s, input_fired_time: 0.6921101213, output_fired_time: 0.4293456674, propagate_forward_time: 23.8410949707, propagate_backward_time: 35.4544754028, weight_update_time: 0.0708980337, other_time: 1.6042823792
epoch time: 5.0130648613s, input_fired_time: 0.0721508488, output_fired_time: 0.0000000000, propagate_forward_time: 4.6643171310, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2765970230
validation[          , genome  6973] predictions:    9663/  10000 (96.63%), best:    9705/10000 (97.05%), error:      1121.22827, best error:       965.07214 on epoch:    36, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 61.8443450928s, input_fired_time: 0.6940004230, output_fired_time: 0.4364828765, propagate_forward_time: 23.9084949493, propagate_backward_time: 35.2101097107, weight_update_time: 0.0722637549, other_time: 1.5952568054
epoch time: 5.1467885971s, input_fired_time: 0.0732641667, output_fired_time: 0.0000000000, propagate_forward_time: 4.7932271957, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2802972794
validation[          , genome  6973] predictions:    9601/  10000 (96.01%), best:    9705/10000 (97.05%), error:      1298.38354, best error:       965.07214 on epoch:    36, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 61.2047233582s, input_fired_time: 0.6873336434, output_fired_time: 0.4338277578, propagate_forward_time: 23.5808124542, propagate_backward_time: 34.9322586060, weight_update_time: 0.0714055896, other_time: 1.5704956055
epoch time: 5.1094064713s, input_fired_time: 0.0732878223, output_fired_time: 0.0000000000, propagate_forward_time: 4.7619733810, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2741451263
validation[          , genome  6973] predictions:    9696/  10000 (96.96%), best:    9705/10000 (97.05%), error:      1020.73737, best error:       965.07214 on epoch:    36, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 60.6279487610s, input_fired_time: 0.6813197732, output_fired_time: 0.4267002046, propagate_forward_time: 23.3364810944, propagate_backward_time: 34.6295852661, weight_update_time: 0.0706604719, other_time: 1.5538635254
epoch time: 4.9296803474s, input_fired_time: 0.0719185993, output_fired_time: 0.0000000000, propagate_forward_time: 4.5900559425, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2677059174
validation[          , genome  6973] predictions:    9698/  10000 (96.98%), best:    9705/10000 (97.05%), error:      1018.40338, best error:       965.07214 on epoch:    36, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 60.5817222595s, input_fired_time: 0.6825745702, output_fired_time: 0.4276635647, propagate_forward_time: 23.3252830505, propagate_backward_time: 34.5867919922, weight_update_time: 0.0709624738, other_time: 1.5594100952
epoch time: 4.8875823021s, input_fired_time: 0.0704564601, output_fired_time: 0.0000000000, propagate_forward_time: 4.5512537956, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2658720016
validation[          , genome  6973] predictions:    9706/  10000 (97.06%), best:    9705/10000 (97.05%), error:       980.80078, best error:       965.07214 on epoch:    36, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 59.8388290405s, input_fired_time: 0.6829094291, output_fired_time: 0.4227582514, propagate_forward_time: 23.0676345825, propagate_backward_time: 34.1177330017, weight_update_time: 0.0699577257, other_time: 1.5477905273
epoch time: 4.8700523376s, input_fired_time: 0.0712681413, output_fired_time: 0.0000000000, propagate_forward_time: 4.5273990631, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2713851929
validation[          , genome  6973] predictions:    9691/  10000 (96.91%), best:    9705/10000 (97.05%), error:      1055.40613, best error:       965.07214 on epoch:    36, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 61.7133483887s, input_fired_time: 0.6932079792, output_fired_time: 0.4345228076, propagate_forward_time: 23.8020267487, propagate_backward_time: 35.1559410095, weight_update_time: 0.0725404918, other_time: 1.6276512146
epoch time: 5.0128860474s, input_fired_time: 0.0717866346, output_fired_time: 0.0000000000, propagate_forward_time: 4.6654396057, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2756600380
validation[          , genome  6973] predictions:    9682/  10000 (96.82%), best:    9705/10000 (97.05%), error:      1049.70532, best error:       965.07214 on epoch:    36, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 59.9907989502s, input_fired_time: 0.6830402613, output_fired_time: 0.4258741438, propagate_forward_time: 23.1590862274, propagate_backward_time: 34.1725692749, weight_update_time: 0.0706557259, other_time: 1.5502319336
epoch time: 5.1077747345s, input_fired_time: 0.0732190013, output_fired_time: 0.0000000000, propagate_forward_time: 4.7579135895, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2766423225
validation[          , genome  6973] predictions:    9696/  10000 (96.96%), best:    9705/10000 (97.05%), error:       991.69012, best error:       965.07214 on epoch:    36, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 60.5144157410s, input_fired_time: 0.6873018742, output_fired_time: 0.4275686443, propagate_forward_time: 23.2939853668, propagate_backward_time: 34.5243949890, weight_update_time: 0.0713354051, other_time: 1.5811653137
epoch time: 5.3736281395s, input_fired_time: 0.0765296370, output_fired_time: 0.0000000000, propagate_forward_time: 5.0094790459, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2876195908
validation[          , genome  6973] predictions:    9726/  10000 (97.26%), best:    9726/10000 (97.26%), error:       918.12628, best error:       918.12628 on epoch:    47, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 62.0785636902s, input_fired_time: 0.7028932571, output_fired_time: 0.4385077059, propagate_forward_time: 23.8531703949, propagate_backward_time: 35.4601783752, weight_update_time: 0.0725353435, other_time: 1.6238136292
epoch time: 4.9228382111s, input_fired_time: 0.0712382123, output_fired_time: 0.0000000000, propagate_forward_time: 4.5780277252, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2735724449
validation[          , genome  6973] predictions:    9683/  10000 (96.83%), best:    9726/10000 (97.26%), error:      1020.29688, best error:       918.12628 on epoch:    47, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 61.3901138306s, input_fired_time: 0.6926168799, output_fired_time: 0.4280238748, propagate_forward_time: 23.6101512909, propagate_backward_time: 35.0504188538, weight_update_time: 0.0702151656, other_time: 1.6089057922
epoch time: 5.1965670586s, input_fired_time: 0.0750943646, output_fired_time: 0.0000000000, propagate_forward_time: 4.8362665176, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2852063179
validation[          , genome  6973] predictions:    9683/  10000 (96.83%), best:    9726/10000 (97.26%), error:      1053.32617, best error:       918.12628 on epoch:    47, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 61.8447570801s, input_fired_time: 0.6960177422, output_fired_time: 0.4284054935, propagate_forward_time: 23.8872013092, propagate_backward_time: 35.2173004150, weight_update_time: 0.0727120042, other_time: 1.6158294678
epoch time: 5.1517066956s, input_fired_time: 0.0728633180, output_fired_time: 0.0000000000, propagate_forward_time: 4.8010325432, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2778110504
validation[          , genome  6973] predictions:    9721/  10000 (97.21%), best:    9726/10000 (97.26%), error:       933.90326, best error:       918.12628 on epoch:    47, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 61.9342041016s, input_fired_time: 0.6953926682, output_fired_time: 0.4356376231, propagate_forward_time: 23.7964496613, propagate_backward_time: 35.4065093994, weight_update_time: 0.0721623600, other_time: 1.6002120972
epoch time: 5.0495691299s, input_fired_time: 0.0729179010, output_fired_time: 0.0000000000, propagate_forward_time: 4.6989903450, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2776608467
validation[          , genome  6973] predictions:    9722/  10000 (97.22%), best:    9726/10000 (97.26%), error:       942.18036, best error:       918.12628 on epoch:    47, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 60.9001960754s, input_fired_time: 0.6919174790, output_fired_time: 0.4324715436, propagate_forward_time: 23.5391616821, propagate_backward_time: 34.6386909485, weight_update_time: 0.0720045120, other_time: 1.5979537964
epoch time: 4.8795514107s, input_fired_time: 0.0714021921, output_fired_time: 0.0000000000, propagate_forward_time: 4.5384402275, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2697091103
validation[          , genome  6973] predictions:    9719/  10000 (97.19%), best:    9726/10000 (97.26%), error:       946.22131, best error:       918.12628 on epoch:    47, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 64.5082473755s, input_fired_time: 0.7137555480, output_fired_time: 0.4477830827, propagate_forward_time: 24.8468856812, propagate_backward_time: 36.8327865601, weight_update_time: 0.0734520257, other_time: 1.6670341492
epoch time: 4.9522452354s, input_fired_time: 0.0723559037, output_fired_time: 0.0000000000, propagate_forward_time: 4.6077575684, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2721319199
validation[          , genome  6973] predictions:    9729/  10000 (97.29%), best:    9726/10000 (97.26%), error:       922.39062, best error:       918.12628 on epoch:    47, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 60.3427696228s, input_fired_time: 0.6883384585, output_fired_time: 0.4279275835, propagate_forward_time: 23.2452564240, propagate_backward_time: 34.4013099670, weight_update_time: 0.0705308691, other_time: 1.5799369812
epoch time: 5.0339875221s, input_fired_time: 0.0744724944, output_fired_time: 0.0000000000, propagate_forward_time: 4.6734642982, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2860507965
validation[          , genome  6973] predictions:    9713/  10000 (97.13%), best:    9726/10000 (97.26%), error:       985.89154, best error:       918.12628 on epoch:    47, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 61.6672782898s, input_fired_time: 0.6948992014, output_fired_time: 0.4328074455, propagate_forward_time: 23.6031417847, propagate_backward_time: 35.3253555298, weight_update_time: 0.0721975118, other_time: 1.6110725403
epoch time: 5.0605754852s, input_fired_time: 0.0728997514, output_fired_time: 0.0000000000, propagate_forward_time: 4.7068071365, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2808685303
validation[          , genome  6973] predictions:    9722/  10000 (97.22%), best:    9726/10000 (97.26%), error:       920.96259, best error:       918.12628 on epoch:    47, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 61.5904312134s, input_fired_time: 0.6949949861, output_fired_time: 0.4347518682, propagate_forward_time: 23.7168445587, propagate_backward_time: 35.1291236877, weight_update_time: 0.0718214810, other_time: 1.6147117615
epoch time: 4.9790315628s, input_fired_time: 0.0711229295, output_fired_time: 0.0000000000, propagate_forward_time: 4.6340641975, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2738442421
validation[          , genome  6973] predictions:    9703/  10000 (97.03%), best:    9726/10000 (97.26%), error:       984.91315, best error:       918.12628 on epoch:    47, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 63.3437843323s, input_fired_time: 0.6968706846, output_fired_time: 0.4385063052, propagate_forward_time: 24.4373359680, propagate_backward_time: 36.1803855896, weight_update_time: 0.0692311525, other_time: 1.5906867981
epoch time: 5.0545592308s, input_fired_time: 0.0723731667, output_fired_time: 0.0000000000, propagate_forward_time: 4.7080216408, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2741641998
validation[          , genome  6973] predictions:    9728/  10000 (97.28%), best:    9726/10000 (97.26%), error:       930.95135, best error:       918.12628 on epoch:    47, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 61.5918579102s, input_fired_time: 0.6837605238, output_fired_time: 0.4343828857, propagate_forward_time: 23.7383918762, propagate_backward_time: 35.1893310547, weight_update_time: 0.0675929338, other_time: 1.5459899902
epoch time: 4.9970521927s, input_fired_time: 0.0704038590, output_fired_time: 0.0000000000, propagate_forward_time: 4.6561779976, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2704701424
validation[          , genome  6973] predictions:    9697/  10000 (96.97%), best:    9726/10000 (97.26%), error:       976.31708, best error:       918.12628 on epoch:    47, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 63.2381324768s, input_fired_time: 0.6930893660, output_fired_time: 0.4403335452, propagate_forward_time: 24.3125438690, propagate_backward_time: 36.2145538330, weight_update_time: 0.0693509877, other_time: 1.5776138306
epoch time: 5.5988225937s, input_fired_time: 0.0798251405, output_fired_time: 0.0000000000, propagate_forward_time: 5.2141976357, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3048000336
validation[          , genome  6973] predictions:    9715/  10000 (97.15%), best:    9726/10000 (97.26%), error:       975.87036, best error:       918.12628 on epoch:    47, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 61.4656410217s, input_fired_time: 0.6844151616, output_fired_time: 0.4270209670, propagate_forward_time: 23.5824851990, propagate_backward_time: 35.1986618042, weight_update_time: 0.0678459778, other_time: 1.5730590820
epoch time: 4.9818120003s, input_fired_time: 0.0721692145, output_fired_time: 0.0000000000, propagate_forward_time: 4.6379127502, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2717299461
validation[          , genome  6973] predictions:    9732/  10000 (97.32%), best:    9732/10000 (97.32%), error:       907.94373, best error:       907.94373 on epoch:    60, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 61.3070640564s, input_fired_time: 0.6867265701, output_fired_time: 0.4260628819, propagate_forward_time: 23.5828838348, propagate_backward_time: 35.0528564453, weight_update_time: 0.0671828017, other_time: 1.5585327148
epoch time: 4.9926037788s, input_fired_time: 0.0725031421, output_fired_time: 0.0000000000, propagate_forward_time: 4.6494555473, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2706451416
validation[          , genome  6973] predictions:    9746/  10000 (97.46%), best:    9746/10000 (97.46%), error:       858.48535, best error:       858.48535 on epoch:    61, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 61.5703811646s, input_fired_time: 0.6896294355, output_fired_time: 0.4269701838, propagate_forward_time: 23.7482566833, propagate_backward_time: 35.1504898071, weight_update_time: 0.0672771409, other_time: 1.5550346375
epoch time: 5.2395310402s, input_fired_time: 0.0743747652, output_fired_time: 0.0000000000, propagate_forward_time: 4.8839192390, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2812371254
validation[          , genome  6973] predictions:    9720/  10000 (97.20%), best:    9746/10000 (97.46%), error:       951.42084, best error:       858.48535 on epoch:    61, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 61.3910675049s, input_fired_time: 0.6924635768, output_fired_time: 0.4248848557, propagate_forward_time: 23.6816215515, propagate_backward_time: 34.9998741150, weight_update_time: 0.0692648515, other_time: 1.5922241211
epoch time: 4.9462037086s, input_fired_time: 0.0734998435, output_fired_time: 0.0000000000, propagate_forward_time: 4.5960621834, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2766418457
validation[          , genome  6973] predictions:    9738/  10000 (97.38%), best:    9746/10000 (97.46%), error:       886.23328, best error:       858.48535 on epoch:    61, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 61.4254608154s, input_fired_time: 0.6925921440, output_fired_time: 0.4307201207, propagate_forward_time: 23.6458168030, propagate_backward_time: 35.0813293457, weight_update_time: 0.0673328489, other_time: 1.5750007629
epoch time: 5.2742776871s, input_fired_time: 0.0753151998, output_fired_time: 0.0000000000, propagate_forward_time: 4.9000458717, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2989168167
validation[          , genome  6973] predictions:    9729/  10000 (97.29%), best:    9746/10000 (97.46%), error:       966.68292, best error:       858.48535 on epoch:    61, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 61.2030677795s, input_fired_time: 0.7001783848, output_fired_time: 0.4268707037, propagate_forward_time: 23.5845050812, propagate_backward_time: 34.8790016174, weight_update_time: 0.0673307702, other_time: 1.6125068665
epoch time: 4.9308609962s, input_fired_time: 0.0715797320, output_fired_time: 0.0000000000, propagate_forward_time: 4.5863885880, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2728924751
validation[          , genome  6973] predictions:    9688/  10000 (96.88%), best:    9746/10000 (97.46%), error:      1007.59436, best error:       858.48535 on epoch:    61, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 61.9317131042s, input_fired_time: 0.7063292861, output_fired_time: 0.4422259927, propagate_forward_time: 23.9170551300, propagate_backward_time: 35.2485542297, weight_update_time: 0.0683025867, other_time: 1.6175498962
epoch time: 5.0365867615s, input_fired_time: 0.0735597461, output_fired_time: 0.0000000000, propagate_forward_time: 4.6867671013, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2762598991
validation[          , genome  6973] predictions:    9745/  10000 (97.45%), best:    9746/10000 (97.46%), error:       868.81757, best error:       858.48535 on epoch:    61, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 60.7979393005s, input_fired_time: 0.6854444742, output_fired_time: 0.4277909398, propagate_forward_time: 23.3858318329, propagate_backward_time: 34.7637863159, weight_update_time: 0.0664972737, other_time: 1.5350875854
epoch time: 4.9180536270s, input_fired_time: 0.0717255697, output_fired_time: 0.0000000000, propagate_forward_time: 4.5786757469, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2676525116
validation[          , genome  6973] predictions:    9716/  10000 (97.16%), best:    9746/10000 (97.46%), error:       916.72485, best error:       858.48535 on epoch:    61, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 61.8249130249s, input_fired_time: 0.6980640888, output_fired_time: 0.4410282373, propagate_forward_time: 23.8692550659, propagate_backward_time: 35.2421379089, weight_update_time: 0.0677661523, other_time: 1.5744285583
epoch time: 4.8933444023s, input_fired_time: 0.0717747360, output_fired_time: 0.0000000000, propagate_forward_time: 4.5561108589, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2654585838
validation[          , genome  6973] predictions:    9732/  10000 (97.32%), best:    9746/10000 (97.46%), error:       930.79321, best error:       858.48535 on epoch:    61, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 62.3454208374s, input_fired_time: 0.7075235844, output_fired_time: 0.4357231259, propagate_forward_time: 24.0157737732, propagate_backward_time: 35.5601844788, weight_update_time: 0.0698880181, other_time: 1.6262168884
epoch time: 4.8697757721s, input_fired_time: 0.0730364025, output_fired_time: 0.0000000000, propagate_forward_time: 4.5229120255, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2738275528
validation[          , genome  6973] predictions:    9728/  10000 (97.28%), best:    9746/10000 (97.46%), error:       926.04596, best error:       858.48535 on epoch:    61, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 60.0711326599s, input_fired_time: 0.6853971481, output_fired_time: 0.4249536991, propagate_forward_time: 23.1109008789, propagate_backward_time: 34.3068428040, weight_update_time: 0.0659547374, other_time: 1.5430374146
epoch time: 4.9017691612s, input_fired_time: 0.0719620064, output_fired_time: 0.0000000000, propagate_forward_time: 4.5598978996, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2699093819
validation[          , genome  6973] predictions:    9741/  10000 (97.41%), best:    9746/10000 (97.46%), error:       893.67780, best error:       858.48535 on epoch:    61, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 60.0979690552s, input_fired_time: 0.6875451803, output_fired_time: 0.4284821451, propagate_forward_time: 23.1156311035, propagate_backward_time: 34.3370475769, weight_update_time: 0.0658645108, other_time: 1.5292625427
epoch time: 5.0332503319s, input_fired_time: 0.0738871694, output_fired_time: 0.0000000000, propagate_forward_time: 4.6867833138, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2725796700
validation[          , genome  6973] predictions:    9699/  10000 (96.99%), best:    9746/10000 (97.46%), error:       971.82233, best error:       858.48535 on epoch:    61, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 59.7238540649s, input_fired_time: 0.6856936216, output_fired_time: 0.4240426719, propagate_forward_time: 23.0163326263, propagate_backward_time: 34.0754890442, weight_update_time: 0.0655387640, other_time: 1.5222969055
epoch time: 4.9214792252s, input_fired_time: 0.0727006942, output_fired_time: 0.0000000000, propagate_forward_time: 4.5796670914, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2691116333
validation[          , genome  6973] predictions:    9738/  10000 (97.38%), best:    9746/10000 (97.46%), error:       903.66888, best error:       858.48535 on epoch:    61, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 62.9193725586s, input_fired_time: 0.7146183848, output_fired_time: 0.4374028742, propagate_forward_time: 24.2171592712, propagate_backward_time: 35.8965911865, weight_update_time: 0.0709064081, other_time: 1.6535987854
epoch time: 5.0397801399s, input_fired_time: 0.0746499002, output_fired_time: 0.0000000000, propagate_forward_time: 4.6885213852, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2766089439
validation[          , genome  6973] predictions:    9720/  10000 (97.20%), best:    9746/10000 (97.46%), error:       955.20184, best error:       858.48535 on epoch:    61, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 61.9193382263s, input_fired_time: 0.7030408978, output_fired_time: 0.4359680116, propagate_forward_time: 23.9472522736, propagate_backward_time: 35.2496528625, weight_update_time: 0.0680906847, other_time: 1.5834236145
epoch time: 5.2147831917s, input_fired_time: 0.0755622759, output_fired_time: 0.0000000000, propagate_forward_time: 4.8494935036, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2897272110
validation[          , genome  6973] predictions:    9734/  10000 (97.34%), best:    9746/10000 (97.46%), error:       894.23315, best error:       858.48535 on epoch:    61, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 62.2662620544s, input_fired_time: 0.7058600187, output_fired_time: 0.4316668510, propagate_forward_time: 24.0199298859, propagate_backward_time: 35.5040702820, weight_update_time: 0.0684527755, other_time: 1.6047325134
epoch time: 5.0519933701s, input_fired_time: 0.0749863386, output_fired_time: 0.0000000000, propagate_forward_time: 4.7006311417, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2763757706
validation[          , genome  6973] predictions:    9710/  10000 (97.10%), best:    9746/10000 (97.46%), error:       959.12164, best error:       858.48535 on epoch:    61, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 60.5559768677s, input_fired_time: 0.6945549846, output_fired_time: 0.4240909815, propagate_forward_time: 23.4641990662, propagate_backward_time: 34.4097518921, weight_update_time: 0.0670520514, other_time: 1.5633811951
epoch time: 4.9285802841s, input_fired_time: 0.0729156360, output_fired_time: 0.0000000000, propagate_forward_time: 4.5814571381, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2742075920
validation[          , genome  6973] predictions:    9726/  10000 (97.26%), best:    9746/10000 (97.46%), error:       901.16492, best error:       858.48535 on epoch:    61, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 60.5353012085s, input_fired_time: 0.6940943599, output_fired_time: 0.4232413471, propagate_forward_time: 23.3575515747, propagate_backward_time: 34.4999504089, weight_update_time: 0.0665344372, other_time: 1.5604629517
epoch time: 5.0374317169s, input_fired_time: 0.0749383196, output_fired_time: 0.0000000000, propagate_forward_time: 4.6826443672, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2798490524
validation[          , genome  6973] predictions:    9752/  10000 (97.52%), best:    9746/10000 (97.46%), error:       886.89465, best error:       858.48535 on epoch:    61, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 63.0942382812s, input_fired_time: 0.7072138190, output_fired_time: 0.4386184514, propagate_forward_time: 24.3397846222, propagate_backward_time: 36.0091667175, weight_update_time: 0.0692205280, other_time: 1.5994529724
epoch time: 5.0706167221s, input_fired_time: 0.0739229694, output_fired_time: 0.0000000000, propagate_forward_time: 4.7264695168, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2702240944
validation[          , genome  6973] predictions:    9720/  10000 (97.20%), best:    9746/10000 (97.46%), error:       966.82678, best error:       858.48535 on epoch:    61, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 60.2953910828s, input_fired_time: 0.6887919903, output_fired_time: 0.4305259287, propagate_forward_time: 23.2923393250, propagate_backward_time: 34.3669281006, weight_update_time: 0.0663221627, other_time: 1.5168037415
epoch time: 5.0350732803s, input_fired_time: 0.0742942318, output_fired_time: 0.0000000000, propagate_forward_time: 4.6886000633, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2721791267
validation[          , genome  6973] predictions:    9705/  10000 (97.05%), best:    9746/10000 (97.46%), error:       988.88904, best error:       858.48535 on epoch:    61, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 61.0195274353s, input_fired_time: 0.6971353889, output_fired_time: 0.4274552763, propagate_forward_time: 23.4832878113, propagate_backward_time: 34.8606605530, weight_update_time: 0.0671267658, other_time: 1.5509872437
epoch time: 4.8995642662s, input_fired_time: 0.0750159100, output_fired_time: 0.0000000000, propagate_forward_time: 4.5491304398, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2754178047
validation[          , genome  6973] predictions:    9712/  10000 (97.12%), best:    9746/10000 (97.46%), error:       989.85675, best error:       858.48535 on epoch:    61, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 58.8549957275s, input_fired_time: 0.6926314831, output_fired_time: 0.4109541476, propagate_forward_time: 22.6213722229, propagate_backward_time: 33.5267448425, weight_update_time: 0.0697297081, other_time: 1.6032943726
epoch time: 4.8628578186s, input_fired_time: 0.0736914873, output_fired_time: 0.0000000000, propagate_forward_time: 4.5191197395, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2700467110
validation[          , genome  6973] predictions:    9736/  10000 (97.36%), best:    9746/10000 (97.46%), error:       901.22119, best error:       858.48535 on epoch:    61, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 58.9458274841s, input_fired_time: 0.6955611706, output_fired_time: 0.4118705094, propagate_forward_time: 22.6456909180, propagate_backward_time: 33.5810623169, weight_update_time: 0.0698573813, other_time: 1.6116447449
epoch time: 4.8654661179s, input_fired_time: 0.0740582049, output_fired_time: 0.0000000000, propagate_forward_time: 4.5192666054, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2721414566
validation[          , genome  6973] predictions:    9738/  10000 (97.38%), best:    9746/10000 (97.46%), error:       918.86407, best error:       858.48535 on epoch:    61, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 65.7727127075s, input_fired_time: 0.7258789539, output_fired_time: 0.4557970762, propagate_forward_time: 25.4457836151, propagate_backward_time: 37.4972610474, weight_update_time: 0.0721070468, other_time: 1.6479949951
epoch time: 5.7776894569s, input_fired_time: 0.0836597383, output_fired_time: 0.0000000000, propagate_forward_time: 5.3826065063, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3114233017
validation[          , genome  6973] predictions:    9713/  10000 (97.13%), best:    9746/10000 (97.46%), error:       953.39349, best error:       858.48535 on epoch:    61, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 61.8202514648s, input_fired_time: 0.7052351236, output_fired_time: 0.4308162034, propagate_forward_time: 23.7768058777, propagate_backward_time: 35.3128242493, weight_update_time: 0.0677693933, other_time: 1.5945701599
epoch time: 5.1607775688s, input_fired_time: 0.0763101727, output_fired_time: 0.0000000000, propagate_forward_time: 4.7994279861, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2850394249
validation[          , genome  6973] predictions:    9750/  10000 (97.50%), best:    9746/10000 (97.46%), error:       872.60150, best error:       858.48535 on epoch:    61, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 62.3871078491s, input_fired_time: 0.7111327052, output_fired_time: 0.4325473309, propagate_forward_time: 24.2229385376, propagate_backward_time: 35.4130363464, weight_update_time: 0.0685971081, other_time: 1.6074523926
epoch time: 5.1558570862s, input_fired_time: 0.0761519298, output_fired_time: 0.0000000000, propagate_forward_time: 4.7991571426, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2805480957
validation[          , genome  6973] predictions:    9693/  10000 (96.93%), best:    9746/10000 (97.46%), error:      1023.03357, best error:       858.48535 on epoch:    61, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 61.2136955261s, input_fired_time: 0.7013959289, output_fired_time: 0.4262079000, propagate_forward_time: 23.6932983398, propagate_backward_time: 34.8345336914, weight_update_time: 0.0670280233, other_time: 1.5582580566
epoch time: 4.9998941422s, input_fired_time: 0.0738743991, output_fired_time: 0.0000000000, propagate_forward_time: 4.6558203697, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2701992989
validation[          , genome  6973] predictions:    9696/  10000 (96.96%), best:    9746/10000 (97.46%), error:      1012.68091, best error:       858.48535 on epoch:    61, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 60.2830200195s, input_fired_time: 0.6897390485, output_fired_time: 0.4302312434, propagate_forward_time: 23.1381320953, propagate_backward_time: 34.4950447083, weight_update_time: 0.0661531463, other_time: 1.5298728943
epoch time: 5.1456689835s, input_fired_time: 0.0761376768, output_fired_time: 0.0000000000, propagate_forward_time: 4.7955584526, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2739729881
validation[          , genome  6973] predictions:    9745/  10000 (97.45%), best:    9746/10000 (97.46%), error:       872.11322, best error:       858.48535 on epoch:    61, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 60.9215393066s, input_fired_time: 0.6940454841, output_fired_time: 0.4316138625, propagate_forward_time: 23.4857501984, propagate_backward_time: 34.7871208191, weight_update_time: 0.0666165650, other_time: 1.5230064392
epoch time: 5.0374312401s, input_fired_time: 0.0743766725, output_fired_time: 0.0000000000, propagate_forward_time: 4.6928739548, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2701807022
validation[          , genome  6973] predictions:    9697/  10000 (96.97%), best:    9746/10000 (97.46%), error:      1034.86841, best error:       858.48535 on epoch:    61, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 63.8755302429s, input_fired_time: 0.7147620916, output_fired_time: 0.4458330870, propagate_forward_time: 24.6351909637, propagate_backward_time: 36.4785804749, weight_update_time: 0.0700383335, other_time: 1.6011619568
epoch time: 4.9288883209s, input_fired_time: 0.0747372881, output_fired_time: 0.0000000000, propagate_forward_time: 4.5842976570, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2698535919
validation[          , genome  6973] predictions:    9702/  10000 (97.02%), best:    9746/10000 (97.46%), error:      1006.65796, best error:       858.48535 on epoch:    61, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 60.0877418518s, input_fired_time: 0.6927312613, output_fired_time: 0.4213369787, propagate_forward_time: 23.2029838562, propagate_backward_time: 34.2503967285, weight_update_time: 0.0661051124, other_time: 1.5202941895
epoch time: 4.9410037994s, input_fired_time: 0.0733558163, output_fired_time: 0.0000000000, propagate_forward_time: 4.6015133858, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2661347389
validation[          , genome  6973] predictions:    9695/  10000 (96.95%), best:    9746/10000 (97.46%), error:       965.29950, best error:       858.48535 on epoch:    61, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 60.1438865662s, input_fired_time: 0.6913509965, output_fired_time: 0.4241287112, propagate_forward_time: 23.1622982025, propagate_backward_time: 34.3553161621, weight_update_time: 0.0662444457, other_time: 1.5107879639
epoch time: 4.9874019623s, input_fired_time: 0.0743520483, output_fired_time: 0.0000000000, propagate_forward_time: 4.6458711624, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2671785355
validation[          , genome  6973] predictions:    9711/  10000 (97.11%), best:    9746/10000 (97.46%), error:       966.67932, best error:       858.48535 on epoch:    61, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 60.1841964722s, input_fired_time: 0.6924155951, output_fired_time: 0.4282182753, propagate_forward_time: 23.1724700928, propagate_backward_time: 34.3779487610, weight_update_time: 0.0658820421, other_time: 1.5131416321
epoch time: 4.9901294708s, input_fired_time: 0.0745748132, output_fired_time: 0.0000000000, propagate_forward_time: 4.6469287872, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2686257362
validation[          , genome  6973] predictions:    9713/  10000 (97.13%), best:    9746/10000 (97.46%), error:       980.90601, best error:       858.48535 on epoch:    61, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 60.5920295715s, input_fired_time: 0.6964735389, output_fired_time: 0.4318448901, propagate_forward_time: 23.5277729034, propagate_backward_time: 34.4193572998, weight_update_time: 0.0659817904, other_time: 1.5165786743
epoch time: 5.0054183006s, input_fired_time: 0.0751891509, output_fired_time: 0.0000000000, propagate_forward_time: 4.6573476791, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2728815079
validation[          , genome  6973] predictions:    9730/  10000 (97.30%), best:    9746/10000 (97.46%), error:       908.01135, best error:       858.48535 on epoch:    61, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 61.5013885498s, input_fired_time: 0.7021975517, output_fired_time: 0.4299520850, propagate_forward_time: 23.5380802155, propagate_backward_time: 35.2735862732, weight_update_time: 0.0674044937, other_time: 1.5575752258
epoch time: 4.9323606491s, input_fired_time: 0.0747646540, output_fired_time: 0.0000000000, propagate_forward_time: 4.5842571259, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2733387947
validation[          , genome  6973] predictions:    9742/  10000 (97.42%), best:    9746/10000 (97.46%), error:       885.90796, best error:       858.48535 on epoch:    61, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 60.5535202026s, input_fired_time: 0.6998441219, output_fired_time: 0.4275038242, propagate_forward_time: 23.3587913513, propagate_backward_time: 34.5150527954, weight_update_time: 0.0668755025, other_time: 1.5523262024
epoch time: 4.9759383202s, input_fired_time: 0.0745067596, output_fired_time: 0.0000000000, propagate_forward_time: 4.6314487457, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2699828148
validation[          , genome  6973] predictions:    9738/  10000 (97.38%), best:    9746/10000 (97.46%), error:       889.32581, best error:       858.48535 on epoch:    61, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 61.2781753540s, input_fired_time: 0.7100635171, output_fired_time: 0.4247227907, propagate_forward_time: 23.5471496582, propagate_backward_time: 35.0052833557, weight_update_time: 0.0691835582, other_time: 1.5909538269
epoch time: 5.2502813339s, input_fired_time: 0.0789517015, output_fired_time: 0.0000000000, propagate_forward_time: 4.8885526657, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2827768326
validation[          , genome  6973] predictions:    9728/  10000 (97.28%), best:    9746/10000 (97.46%), error:       945.40924, best error:       858.48535 on epoch:    61, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 60.9274673462s, input_fired_time: 0.7007573247, output_fired_time: 0.4235647917, propagate_forward_time: 23.4989910126, propagate_backward_time: 34.7512931824, weight_update_time: 0.0669638366, other_time: 1.5528602600
epoch time: 5.1822476387s, input_fired_time: 0.0804266110, output_fired_time: 0.0000000000, propagate_forward_time: 4.8146615028, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2871594429
validation[          , genome  6973] predictions:    9726/  10000 (97.26%), best:    9746/10000 (97.46%), error:       917.51917, best error:       858.48535 on epoch:    61, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 63.7298851013s, input_fired_time: 0.7239422798, output_fired_time: 0.4404409528, propagate_forward_time: 24.5971679688, propagate_backward_time: 36.3457450867, weight_update_time: 0.0706380084, other_time: 1.6225891113
epoch time: 4.8597030640s, input_fired_time: 0.0738798827, output_fired_time: 0.0000000000, propagate_forward_time: 4.5218963623, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2639269829
validation[          , genome  6973] predictions:    9706/  10000 (97.06%), best:    9746/10000 (97.46%), error:       965.20636, best error:       858.48535 on epoch:    61, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 60.4578857422s, input_fired_time: 0.6997453570, output_fired_time: 0.4257746935, propagate_forward_time: 23.2879676819, propagate_backward_time: 34.5108985901, weight_update_time: 0.0666393414, other_time: 1.5335006714
epoch time: 4.9152574539s, input_fired_time: 0.0746293217, output_fired_time: 0.0000000000, propagate_forward_time: 4.5723304749, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2682976723
validation[          , genome  6973] predictions:    9728/  10000 (97.28%), best:    9746/10000 (97.46%), error:       945.72083, best error:       858.48535 on epoch:    61, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 59.7222785950s, input_fired_time: 0.6938252449, output_fired_time: 0.4228766859, propagate_forward_time: 22.9921875000, propagate_backward_time: 34.1094703674, weight_update_time: 0.0655227825, other_time: 1.5039176941
epoch time: 5.0695724487s, input_fired_time: 0.0760003552, output_fired_time: 0.0000000000, propagate_forward_time: 4.7205052376, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2730669975
validation[          , genome  6973] predictions:    9697/  10000 (96.97%), best:    9746/10000 (97.46%), error:      1014.64575, best error:       858.48535 on epoch:    61, 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: 24.7220287323s, input_fired_time: 0.3641714454, output_fired_time: 0.0000000000, propagate_forward_time: 22.9913158417, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3665409088
best training[          , genome  6973] predictions:   49375/  50000 (98.75%), best:    9746/10000 (97.46%), error:      2354.91650, best error:       858.48535 on epoch:    61, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
evaluating best weights on test data.
evaluting test set with running mean/variance:
epoch time: 4.9403324127s, input_fired_time: 0.0709259287, output_fired_time: 0.0000000000, propagate_forward_time: 4.5928673744, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2765393257
   testing[          , genome  6973] predictions:    9778/  10000 (97.78%), best:    9746/10000 (97.46%), error:       757.91559, best error:       858.48535 on epoch:    61, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
08:14:14 (6454): called boinc_finish(0)

</stderr_txt>
]]>