Nameexact_genome_1508499903_21_13170_1
Workunit2256217
Created22 Oct 2017, 10:16:55 UTC
Sent22 Oct 2017, 10:38:04 UTC
Report deadline3 Dec 2017, 2:07:36 UTC
Received25 Oct 2017, 2:55:23 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID52320
Run time20 hours 17 min 10 sec
CPU time20 hours 17 min 3 sec
Validate stateValid
Credit10,411.38
Device peak FLOPS2.92 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size171.14 MB
Peak swap size169.69 MB
Peak disk usage4.93 MB

Stderr output

<core_client_version>7.8.2</core_client_version>
<![CDATA[
<stderr_txt>
6, weight_decay: 0.0002438374

epoch time: 667.0508422852s, input_fired_time: 8.8941631317, output_fired_time: 8.4235820770, propagate_forward_time: 250.2088165283, propagate_backward_time: 390.7217712402, weight_update_time: 0.6907300353, other_time: 8.8025207520
epoch time: 52.9130821228s, input_fired_time: 1.0757737160, output_fired_time: 0.0000000000, propagate_forward_time: 50.2504425049, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5868644714
validation[          , genome 13170] predictions:    9818/  10000 (98.18%), best:    9842/10000 (98.42%), error:       573.22870, best error:       491.26773 on epoch:     8, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 665.1990356445s, input_fired_time: 8.8888587952, output_fired_time: 8.3943271637, propagate_forward_time: 249.5135498047, propagate_backward_time: 389.6180114746, weight_update_time: 0.6906736493, other_time: 8.7842712402
epoch time: 52.5777778625s, input_fired_time: 1.0752729177, output_fired_time: 0.0000000000, propagate_forward_time: 49.9212913513, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5812149048
validation[          , genome 13170] predictions:    9831/  10000 (98.31%), best:    9842/10000 (98.42%), error:       543.24799, best error:       491.26773 on epoch:     8, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 667.7460327148s, input_fired_time: 8.7462425232, output_fired_time: 8.3628196716, propagate_forward_time: 249.0270996094, propagate_backward_time: 393.1137695313, weight_update_time: 0.6858386397, other_time: 8.4961547852
epoch time: 52.8494377136s, input_fired_time: 1.0841484070, output_fired_time: 0.0000000000, propagate_forward_time: 50.1739349365, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5913543701
validation[          , genome 13170] predictions:    9837/  10000 (98.37%), best:    9842/10000 (98.42%), error:       543.18811, best error:       491.26773 on epoch:     8, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 667.7501831055s, input_fired_time: 8.8345670700, output_fired_time: 8.4324388504, propagate_forward_time: 250.6186828613, propagate_backward_time: 391.2203979492, weight_update_time: 0.6888679862, other_time: 8.6440734863
epoch time: 52.6376533508s, input_fired_time: 1.0714128017, output_fired_time: 0.0000000000, propagate_forward_time: 49.9879722595, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5782699585
validation[          , genome 13170] predictions:    9825/  10000 (98.25%), best:    9842/10000 (98.42%), error:       557.79028, best error:       491.26773 on epoch:     8, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 664.5696411133s, input_fired_time: 8.7046127319, output_fired_time: 8.3882102966, propagate_forward_time: 249.5321044922, propagate_backward_time: 389.5578308105, weight_update_time: 0.6743104458, other_time: 8.3869323730
epoch time: 52.4694099426s, input_fired_time: 1.0554584265, output_fired_time: 0.0000000000, propagate_forward_time: 49.9184494019, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4955024719
validation[          , genome 13170] predictions:    9818/  10000 (98.18%), best:    9842/10000 (98.42%), error:       579.57056, best error:       491.26773 on epoch:     8, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 663.2265014648s, input_fired_time: 8.6999616623, output_fired_time: 8.3655891418, propagate_forward_time: 248.9415283203, propagate_backward_time: 388.8746643066, weight_update_time: 0.6762149334, other_time: 8.3447570801
epoch time: 52.2234115601s, input_fired_time: 1.0561673641, output_fired_time: 0.0000000000, propagate_forward_time: 49.6626243591, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5046195984
validation[          , genome 13170] predictions:    9840/  10000 (98.40%), best:    9842/10000 (98.42%), error:       544.13818, best error:       491.26773 on epoch:     8, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 670.1383666992s, input_fired_time: 8.7666654587, output_fired_time: 8.4643430710, propagate_forward_time: 251.5433349609, propagate_backward_time: 392.9668884277, weight_update_time: 0.6813884377, other_time: 8.3971252441
epoch time: 52.7029838562s, input_fired_time: 1.0667161942, output_fired_time: 0.0000000000, propagate_forward_time: 50.1405372620, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4957313538
validation[          , genome 13170] predictions:    9846/  10000 (98.46%), best:    9846/10000 (98.46%), error:       479.58002, best error:       479.58002 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 664.1905517578s, input_fired_time: 8.7271118164, output_fired_time: 8.3907260895, propagate_forward_time: 249.4255523682, propagate_backward_time: 389.2740478516, weight_update_time: 0.6743317246, other_time: 8.3731079102
epoch time: 52.3309669495s, input_fired_time: 1.0610115528, output_fired_time: 0.0000000000, propagate_forward_time: 49.7783660889, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4915885925
validation[          , genome 13170] predictions:    9757/  10000 (97.57%), best:    9846/10000 (98.46%), error:       821.67932, best error:       479.58002 on epoch:    21, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 666.8272705078s, input_fired_time: 8.7492885590, output_fired_time: 8.4291238785, propagate_forward_time: 250.3717193604, propagate_backward_time: 390.8982543945, weight_update_time: 0.6772148013, other_time: 8.3789062500
epoch time: 52.4636344910s, input_fired_time: 1.0591688156, output_fired_time: 0.0000000000, propagate_forward_time: 49.9100227356, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4944419861
validation[          , genome 13170] predictions:    9833/  10000 (98.33%), best:    9846/10000 (98.46%), error:       569.31635, best error:       479.58002 on epoch:    21, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 668.2275390625s, input_fired_time: 8.9204664230, output_fired_time: 8.3878049850, propagate_forward_time: 250.4504547119, propagate_backward_time: 391.6383972168, weight_update_time: 0.6954967976, other_time: 8.8304138184
epoch time: 52.3177795410s, input_fired_time: 1.0774328709, output_fired_time: 0.0000000000, propagate_forward_time: 49.6533393860, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5870056152
validation[          , genome 13170] predictions:    9844/  10000 (98.44%), best:    9846/10000 (98.46%), error:       484.59686, best error:       479.58002 on epoch:    21, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 667.4310302734s, input_fired_time: 8.8637781143, output_fired_time: 8.4308328629, propagate_forward_time: 250.4010467529, propagate_backward_time: 391.0899353027, weight_update_time: 0.6848276258, other_time: 8.6454162598
epoch time: 52.6267738342s, input_fired_time: 1.0787757635, output_fired_time: 0.0000000000, propagate_forward_time: 49.9681091309, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5798873901
validation[          , genome 13170] predictions:    9873/  10000 (98.73%), best:    9873/10000 (98.73%), error:       428.77209, best error:       428.77209 on epoch:    25, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 668.3409423828s, input_fired_time: 8.7583866119, output_fired_time: 8.4403848648, propagate_forward_time: 250.9137268066, propagate_backward_time: 391.8483886719, weight_update_time: 0.6779932380, other_time: 8.3800964355
epoch time: 53.0437278748s, input_fired_time: 1.0803405046, output_fired_time: 0.0000000000, propagate_forward_time: 50.3923301697, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5710563660
validation[          , genome 13170] predictions:    9811/  10000 (98.11%), best:    9873/10000 (98.73%), error:       570.32483, best error:       428.77209 on epoch:    25, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 665.3124389648s, input_fired_time: 8.7926282883, output_fired_time: 8.3977012634, propagate_forward_time: 249.6763305664, propagate_backward_time: 389.9547424316, weight_update_time: 0.6799125671, other_time: 8.4910583496
epoch time: 52.5641326904s, input_fired_time: 1.0671519041, output_fired_time: 0.0000000000, propagate_forward_time: 49.9976730347, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4993095398
validation[          , genome 13170] predictions:    9827/  10000 (98.27%), best:    9873/10000 (98.73%), error:       525.74677, best error:       428.77209 on epoch:    25, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 667.2557373047s, input_fired_time: 8.9012222290, output_fired_time: 8.4301433563, propagate_forward_time: 250.2543945313, propagate_backward_time: 390.9489135742, weight_update_time: 0.6893926263, other_time: 8.7210693359
epoch time: 52.6844558716s, input_fired_time: 1.0820342302, output_fired_time: 0.0000000000, propagate_forward_time: 50.0371627808, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5652580261
validation[          , genome 13170] predictions:    9858/  10000 (98.58%), best:    9873/10000 (98.73%), error:       450.12906, best error:       428.77209 on epoch:    25, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 668.6616210938s, input_fired_time: 8.7557392120, output_fired_time: 8.4429082870, propagate_forward_time: 250.8597869873, propagate_backward_time: 392.2365417480, weight_update_time: 0.6773721576, other_time: 8.3666076660
epoch time: 52.6677474976s, input_fired_time: 1.0658242702, output_fired_time: 0.0000000000, propagate_forward_time: 50.1080703735, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4938545227
validation[          , genome 13170] predictions:    9850/  10000 (98.50%), best:    9873/10000 (98.73%), error:       478.53592, best error:       428.77209 on epoch:    25, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 667.5467529297s, input_fired_time: 8.7524919510, output_fired_time: 8.4166889191, propagate_forward_time: 250.3197174072, propagate_backward_time: 391.7145385742, weight_update_time: 0.6768385172, other_time: 8.3433227539
epoch time: 52.5498275757s, input_fired_time: 1.0620448589, output_fired_time: 0.0000000000, propagate_forward_time: 49.9959487915, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4918327332
validation[          , genome 13170] predictions:    9860/  10000 (98.60%), best:    9873/10000 (98.73%), error:       445.55981, best error:       428.77209 on epoch:    25, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 668.4400024414s, input_fired_time: 8.7722539902, output_fired_time: 8.4626302719, propagate_forward_time: 250.8692932129, propagate_backward_time: 391.9308166504, weight_update_time: 0.6762996912, other_time: 8.4049682617
epoch time: 52.7806434631s, input_fired_time: 1.0684801340, output_fired_time: 0.0000000000, propagate_forward_time: 50.2153358459, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4968261719
validation[          , genome 13170] predictions:    9859/  10000 (98.59%), best:    9873/10000 (98.73%), error:       431.50281, best error:       428.77209 on epoch:    25, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 665.5793457031s, input_fired_time: 8.9060001373, output_fired_time: 8.3770065308, propagate_forward_time: 249.2436218262, propagate_backward_time: 390.3050537109, weight_update_time: 0.6892521381, other_time: 8.7476501465
epoch time: 52.4747009277s, input_fired_time: 1.0825089216, output_fired_time: 0.0000000000, propagate_forward_time: 49.8206634521, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5715293884
validation[          , genome 13170] predictions:    9863/  10000 (98.63%), best:    9873/10000 (98.73%), error:       455.55771, best error:       428.77209 on epoch:    25, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 667.3621826172s, input_fired_time: 8.8547277451, output_fired_time: 8.4382638931, propagate_forward_time: 250.4917449951, propagate_backward_time: 390.9762878418, weight_update_time: 0.6803392172, other_time: 8.6011047363
epoch time: 52.8106651306s, input_fired_time: 1.0864263773, output_fired_time: 0.0000000000, propagate_forward_time: 50.1384963989, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5857429504
validation[          , genome 13170] predictions:    9851/  10000 (98.51%), best:    9873/10000 (98.73%), error:       447.43994, best error:       428.77209 on epoch:    25, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 664.4295043945s, input_fired_time: 8.7699546814, output_fired_time: 8.3912267685, propagate_forward_time: 249.1101837158, propagate_backward_time: 389.7279357910, weight_update_time: 0.6753021479, other_time: 8.4302062988
epoch time: 52.8494796753s, input_fired_time: 1.0846219063, output_fired_time: 0.0000000000, propagate_forward_time: 50.1865806580, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5782775879
validation[          , genome 13170] predictions:    9875/  10000 (98.75%), best:    9875/10000 (98.75%), error:       412.54990, best error:       412.54990 on epoch:    34, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 668.8613891602s, input_fired_time: 8.9265356064, output_fired_time: 8.4459648132, propagate_forward_time: 250.6396484375, propagate_backward_time: 392.1611938477, weight_update_time: 0.6856698990, other_time: 8.6880493164
epoch time: 52.6291694641s, input_fired_time: 1.0691467524, output_fired_time: 0.0000000000, propagate_forward_time: 50.0640983582, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4959259033
validation[          , genome 13170] predictions:    9880/  10000 (98.80%), best:    9880/10000 (98.80%), error:       371.10617, best error:       371.10617 on epoch:    35, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 665.1707153320s, input_fired_time: 8.8930521011, output_fired_time: 8.4045190811, propagate_forward_time: 249.5169525146, propagate_backward_time: 389.6788024902, weight_update_time: 0.6872218251, other_time: 8.6773376465
epoch time: 52.7332038879s, input_fired_time: 1.0852316618, output_fired_time: 0.0000000000, propagate_forward_time: 50.0686836243, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5792884827
validation[          , genome 13170] predictions:    9852/  10000 (98.52%), best:    9880/10000 (98.80%), error:       455.77347, best error:       371.10617 on epoch:    35, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 668.9904174805s, input_fired_time: 8.9594688416, output_fired_time: 8.4627876282, propagate_forward_time: 250.8723297119, propagate_backward_time: 391.8858032227, weight_update_time: 0.6918816566, other_time: 8.8100585938
epoch time: 52.9061965942s, input_fired_time: 1.0926460028, output_fired_time: 0.0000000000, propagate_forward_time: 50.2326889038, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5808601379
validation[          , genome 13170] predictions:    9873/  10000 (98.73%), best:    9880/10000 (98.80%), error:       420.24969, best error:       371.10617 on epoch:    35, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 669.1610107422s, input_fired_time: 8.9522247314, output_fired_time: 8.4616765976, propagate_forward_time: 250.9292449951, propagate_backward_time: 392.0736083984, weight_update_time: 0.6898850799, other_time: 8.7442626953
epoch time: 52.4156684875s, input_fired_time: 1.0721927881, output_fired_time: 0.0000000000, propagate_forward_time: 49.8155670166, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5279083252
validation[          , genome 13170] predictions:    9871/  10000 (98.71%), best:    9880/10000 (98.80%), error:       400.49487, best error:       371.10617 on epoch:    35, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 664.1168823242s, input_fired_time: 8.7479667664, output_fired_time: 8.3812189102, propagate_forward_time: 249.2532806396, propagate_backward_time: 389.3768920898, weight_update_time: 0.6765533090, other_time: 8.3574829102
epoch time: 52.3367881775s, input_fired_time: 1.0703954697, output_fired_time: 0.0000000000, propagate_forward_time: 49.7711486816, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4952430725
validation[          , genome 13170] predictions:    9858/  10000 (98.58%), best:    9880/10000 (98.80%), error:       469.03387, best error:       371.10617 on epoch:    35, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 664.7517700195s, input_fired_time: 8.9312829971, output_fired_time: 8.3913574219, propagate_forward_time: 249.4273986816, propagate_backward_time: 389.2356872559, weight_update_time: 0.6888973117, other_time: 8.7660522461
epoch time: 52.5789680481s, input_fired_time: 1.0874270201, output_fired_time: 0.0000000000, propagate_forward_time: 49.9122543335, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5792884827
validation[          , genome 13170] predictions:    9831/  10000 (98.31%), best:    9880/10000 (98.80%), error:       515.92303, best error:       371.10617 on epoch:    35, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 667.9030761719s, input_fired_time: 8.9467306137, output_fired_time: 8.4429330826, propagate_forward_time: 250.5120086670, propagate_backward_time: 391.2165527344, weight_update_time: 0.6924318671, other_time: 8.7848510742
epoch time: 52.8303260803s, input_fired_time: 1.0872805119, output_fired_time: 0.0000000000, propagate_forward_time: 50.1718978882, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5711479187
validation[          , genome 13170] predictions:    9860/  10000 (98.60%), best:    9880/10000 (98.80%), error:       424.83447, best error:       371.10617 on epoch:    35, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 667.5081787109s, input_fired_time: 8.9109191895, output_fired_time: 8.4430942535, propagate_forward_time: 250.6602020264, propagate_backward_time: 390.8517761230, weight_update_time: 0.6883024573, other_time: 8.6421813965
epoch time: 52.5906257629s, input_fired_time: 1.0679279566, output_fired_time: 0.0000000000, propagate_forward_time: 50.0249366760, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4977607727
validation[          , genome 13170] predictions:    9866/  10000 (98.66%), best:    9880/10000 (98.80%), error:       438.44101, best error:       371.10617 on epoch:    35, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 664.8158569336s, input_fired_time: 8.8278532028, output_fired_time: 8.3857126236, propagate_forward_time: 249.1199645996, propagate_backward_time: 389.9812927246, weight_update_time: 0.6794137955, other_time: 8.5009765625
epoch time: 52.9284439087s, input_fired_time: 1.0867060423, output_fired_time: 0.0000000000, propagate_forward_time: 50.2772026062, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5645370483
validation[          , genome 13170] predictions:    9863/  10000 (98.63%), best:    9880/10000 (98.80%), error:       452.43701, best error:       371.10617 on epoch:    35, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 667.7722778320s, input_fired_time: 8.7892093658, output_fired_time: 8.4351844788, propagate_forward_time: 250.6045074463, propagate_backward_time: 391.5706481934, weight_update_time: 0.6761679053, other_time: 8.3727722168
epoch time: 52.5408439636s, input_fired_time: 1.0946342945, output_fired_time: 0.0000000000, propagate_forward_time: 49.8700294495, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5761795044
validation[          , genome 13170] predictions:    9872/  10000 (98.72%), best:    9880/10000 (98.80%), error:       425.64725, best error:       371.10617 on epoch:    35, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 669.5322875977s, input_fired_time: 8.9825134277, output_fired_time: 8.4579210281, propagate_forward_time: 251.0508270264, propagate_backward_time: 392.2409057617, weight_update_time: 0.6928752661, other_time: 8.8001098633
epoch time: 52.8398017883s, input_fired_time: 1.0950691700, output_fired_time: 0.0000000000, propagate_forward_time: 50.1729049683, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5718269348
validation[          , genome 13170] predictions:    9858/  10000 (98.58%), best:    9880/10000 (98.80%), error:       473.44733, best error:       371.10617 on epoch:    35, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 664.1333618164s, input_fired_time: 8.9237365723, output_fired_time: 8.3775377274, propagate_forward_time: 249.0699615479, propagate_backward_time: 389.0411071777, weight_update_time: 0.6890699267, other_time: 8.7209777832
epoch time: 52.9016838074s, input_fired_time: 1.0753538609, output_fired_time: 0.0000000000, propagate_forward_time: 50.3227691650, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5035591125
validation[          , genome 13170] predictions:    9875/  10000 (98.75%), best:    9880/10000 (98.80%), error:       382.39774, best error:       371.10617 on epoch:    35, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 665.8358764648s, input_fired_time: 8.9559726715, output_fired_time: 8.4050111771, propagate_forward_time: 249.6842956543, propagate_backward_time: 390.0237731934, weight_update_time: 0.6913857460, other_time: 8.7667846680
epoch time: 52.5438728333s, input_fired_time: 1.0917181969, output_fired_time: 0.0000000000, propagate_forward_time: 49.8768424988, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5753135681
validation[          , genome 13170] predictions:    9878/  10000 (98.78%), best:    9880/10000 (98.80%), error:       394.87180, best error:       371.10617 on epoch:    35, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 665.0416259766s, input_fired_time: 8.9680881500, output_fired_time: 8.3847169876, propagate_forward_time: 249.5489807129, propagate_backward_time: 389.3645019531, weight_update_time: 0.6896615028, other_time: 8.7753601074
epoch time: 52.6124229431s, input_fired_time: 1.0890970230, output_fired_time: 0.0000000000, propagate_forward_time: 49.9478912354, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5754356384
validation[          , genome 13170] predictions:    9880/  10000 (98.80%), best:    9880/10000 (98.80%), error:       393.11288, best error:       371.10617 on epoch:    35, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 666.8083496094s, input_fired_time: 8.9341506958, output_fired_time: 8.4153165817, propagate_forward_time: 250.3137817383, propagate_backward_time: 390.4031372070, weight_update_time: 0.6872928143, other_time: 8.7419433594
epoch time: 52.9393463135s, input_fired_time: 1.0756946802, output_fired_time: 0.0000000000, propagate_forward_time: 50.3602790833, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5033721924
validation[          , genome 13170] predictions:    9885/  10000 (98.85%), best:    9885/10000 (98.85%), error:       363.70245, best error:       363.70245 on epoch:    49, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 665.4505615234s, input_fired_time: 8.7836608887, output_fired_time: 8.4127254486, propagate_forward_time: 249.8133544922, propagate_backward_time: 390.0999755859, weight_update_time: 0.6779432297, other_time: 8.3408203125
epoch time: 52.8045349121s, input_fired_time: 1.0778183937, output_fired_time: 0.0000000000, propagate_forward_time: 50.2284393311, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4982757568
validation[          , genome 13170] predictions:    9867/  10000 (98.67%), best:    9885/10000 (98.85%), error:       440.02151, best error:       363.70245 on epoch:    49, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 665.4000244141s, input_fired_time: 8.9665899277, output_fired_time: 8.3882179260, propagate_forward_time: 249.5771636963, propagate_backward_time: 389.6932678223, weight_update_time: 0.6878589392, other_time: 8.7747497559
epoch time: 52.7100677490s, input_fired_time: 1.0978854895, output_fired_time: 0.0000000000, propagate_forward_time: 50.0303153992, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5818672180
validation[          , genome 13170] predictions:    9888/  10000 (98.88%), best:    9885/10000 (98.85%), error:       375.54956, best error:       363.70245 on epoch:    49, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 665.3867797852s, input_fired_time: 8.9647312164, output_fired_time: 8.4005508423, propagate_forward_time: 249.5725097656, propagate_backward_time: 389.6744689941, weight_update_time: 0.6901911497, other_time: 8.7745056152
epoch time: 52.5763320923s, input_fired_time: 1.0917371511, output_fired_time: 0.0000000000, propagate_forward_time: 49.9061050415, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5784912109
validation[          , genome 13170] predictions:    9875/  10000 (98.75%), best:    9885/10000 (98.85%), error:       414.59650, best error:       363.70245 on epoch:    49, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 669.0317382813s, input_fired_time: 8.9854917526, output_fired_time: 8.4612398148, propagate_forward_time: 250.9768829346, propagate_backward_time: 391.8503417969, weight_update_time: 0.6943854094, other_time: 8.7578125000
epoch time: 52.8460083008s, input_fired_time: 1.0934555531, output_fired_time: 0.0000000000, propagate_forward_time: 50.1780281067, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5745239258
validation[          , genome 13170] predictions:    9872/  10000 (98.72%), best:    9885/10000 (98.85%), error:       409.84964, best error:       363.70245 on epoch:    49, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 665.3043212891s, input_fired_time: 8.9323863983, output_fired_time: 8.3941802979, propagate_forward_time: 249.5102539063, propagate_backward_time: 389.7460632324, weight_update_time: 0.6891456246, other_time: 8.7214660645
epoch time: 52.6626281738s, input_fired_time: 1.0983096361, output_fired_time: 0.0000000000, propagate_forward_time: 49.9866752625, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5776443481
validation[          , genome 13170] predictions:    9872/  10000 (98.72%), best:    9885/10000 (98.85%), error:       369.92245, best error:       363.70245 on epoch:    49, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 667.1047363281s, input_fired_time: 8.9665079117, output_fired_time: 8.4397754669, propagate_forward_time: 250.1831054688, propagate_backward_time: 390.7550964355, weight_update_time: 0.6903294325, other_time: 8.7602844238
epoch time: 52.7058944702s, input_fired_time: 1.0785951614, output_fired_time: 0.0000000000, propagate_forward_time: 50.1330261230, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4942741394
validation[          , genome 13170] predictions:    9848/  10000 (98.48%), best:    9885/10000 (98.85%), error:       443.47519, best error:       363.70245 on epoch:    49, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 665.0794677734s, input_fired_time: 8.8311414719, output_fired_time: 8.3903284073, propagate_forward_time: 249.6281280518, propagate_backward_time: 389.7963867188, weight_update_time: 0.6767964959, other_time: 8.4335327148
epoch time: 52.6920394897s, input_fired_time: 1.0964951515, output_fired_time: 0.0000000000, propagate_forward_time: 50.0141677856, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5813751221
validation[          , genome 13170] predictions:    9880/  10000 (98.80%), best:    9885/10000 (98.85%), error:       371.59857, best error:       363.70245 on epoch:    49, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 664.1904296875s, input_fired_time: 8.7876291275, output_fired_time: 8.3861513138, propagate_forward_time: 249.3166961670, propagate_backward_time: 389.3233947754, weight_update_time: 0.6757887006, other_time: 8.3764953613
epoch time: 52.3510398865s, input_fired_time: 1.0768287182, output_fired_time: 0.0000000000, propagate_forward_time: 49.7655982971, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5086135864
validation[          , genome 13170] predictions:    9862/  10000 (98.62%), best:    9885/10000 (98.85%), error:       414.44861, best error:       363.70245 on epoch:    49, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 665.5549316406s, input_fired_time: 8.9277801514, output_fired_time: 8.4030551910, propagate_forward_time: 249.8307952881, propagate_backward_time: 389.7549438477, weight_update_time: 0.6836343408, other_time: 8.6383056641
epoch time: 53.1677665710s, input_fired_time: 1.1005394459, output_fired_time: 0.0000000000, propagate_forward_time: 50.4778099060, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5894165039
validation[          , genome 13170] predictions:    9881/  10000 (98.81%), best:    9881/10000 (98.81%), error:       353.12811, best error:       353.12811 on epoch:    58, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 666.5751342773s, input_fired_time: 8.8224649429, output_fired_time: 8.4161281586, propagate_forward_time: 250.2505950928, propagate_backward_time: 390.7177124023, weight_update_time: 0.6751858592, other_time: 8.3682250977
epoch time: 52.8636703491s, input_fired_time: 1.0788588524, output_fired_time: 0.0000000000, propagate_forward_time: 50.2851448059, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4996681213
validation[          , genome 13170] predictions:    9876/  10000 (98.76%), best:    9881/10000 (98.81%), error:       396.83041, best error:       353.12811 on epoch:    58, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 662.7092895508s, input_fired_time: 8.8306503296, output_fired_time: 8.3654727936, propagate_forward_time: 248.7527160645, propagate_backward_time: 388.2932128906, weight_update_time: 0.6772586703, other_time: 8.4672546387
epoch time: 52.5415267944s, input_fired_time: 1.0764788389, output_fired_time: 0.0000000000, propagate_forward_time: 49.9693565369, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4956932068
validation[          , genome 13170] predictions:    9884/  10000 (98.84%), best:    9881/10000 (98.81%), error:       371.96109, best error:       353.12811 on epoch:    58, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 669.7813720703s, input_fired_time: 9.0343961716, output_fired_time: 8.4663743973, propagate_forward_time: 251.2897491455, propagate_backward_time: 392.1957702637, weight_update_time: 0.6922261715, other_time: 8.7950744629
epoch time: 52.6289291382s, input_fired_time: 1.0972732306, output_fired_time: 0.0000000000, propagate_forward_time: 49.9578056335, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5738487244
validation[          , genome 13170] predictions:    9893/  10000 (98.93%), best:    9893/10000 (98.93%), error:       327.50610, best error:       327.50610 on epoch:    61, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 669.2418212891s, input_fired_time: 8.8502330780, output_fired_time: 8.4619817734, propagate_forward_time: 251.2476959229, propagate_backward_time: 392.3009948730, weight_update_time: 0.6780774593, other_time: 8.3809509277
epoch time: 52.7896499634s, input_fired_time: 1.0809133053, output_fired_time: 0.0000000000, propagate_forward_time: 50.2080001831, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5007362366
validation[          , genome 13170] predictions:    9878/  10000 (98.78%), best:    9893/10000 (98.93%), error:       376.85495, best error:       327.50610 on epoch:    61, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 664.8455200195s, input_fired_time: 8.8079404831, output_fired_time: 8.4078521729, propagate_forward_time: 249.6436920166, propagate_backward_time: 389.6351928711, weight_update_time: 0.6773295999, other_time: 8.3508911133
epoch time: 52.4628829956s, input_fired_time: 1.0761910677, output_fired_time: 0.0000000000, propagate_forward_time: 49.8881378174, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4985542297
validation[          , genome 13170] predictions:    9884/  10000 (98.84%), best:    9893/10000 (98.93%), error:       375.20602, best error:       327.50610 on epoch:    61, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 666.6734619141s, input_fired_time: 8.8730154037, output_fired_time: 8.4208469391, propagate_forward_time: 250.2459869385, propagate_backward_time: 390.6332702637, weight_update_time: 0.6814194322, other_time: 8.5003967285
epoch time: 52.8058090210s, input_fired_time: 1.0778343678, output_fired_time: 0.0000000000, propagate_forward_time: 50.2286758423, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4992980957
validation[          , genome 13170] predictions:    9880/  10000 (98.80%), best:    9893/10000 (98.93%), error:       374.07507, best error:       327.50610 on epoch:    61, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 664.6859741211s, input_fired_time: 8.8471717834, output_fired_time: 8.3907213211, propagate_forward_time: 249.4671783447, propagate_backward_time: 389.5190734863, weight_update_time: 0.6767804027, other_time: 8.4618225098
epoch time: 52.8170242310s, input_fired_time: 1.0845772028, output_fired_time: 0.0000000000, propagate_forward_time: 50.2322845459, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5001640320
validation[          , genome 13170] predictions:    9885/  10000 (98.85%), best:    9893/10000 (98.93%), error:       344.28455, best error:       327.50610 on epoch:    61, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 666.7370605469s, input_fired_time: 9.0020141602, output_fired_time: 8.4243049622, propagate_forward_time: 250.1157836914, propagate_backward_time: 390.4207153320, weight_update_time: 0.6866297722, other_time: 8.7742309570
epoch time: 52.5901451111s, input_fired_time: 1.0936932564, output_fired_time: 0.0000000000, propagate_forward_time: 49.9259185791, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5705337524
validation[          , genome 13170] predictions:    9892/  10000 (98.92%), best:    9893/10000 (98.93%), error:       352.60400, best error:       327.50610 on epoch:    61, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 668.2723999023s, input_fired_time: 9.0054740906, output_fired_time: 8.4421510696, propagate_forward_time: 250.7065887451, propagate_backward_time: 391.3460693359, weight_update_time: 0.6877759695, other_time: 8.7720947266
epoch time: 52.6730766296s, input_fired_time: 1.1005440950, output_fired_time: 0.0000000000, propagate_forward_time: 49.9907684326, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5817642212
validation[          , genome 13170] predictions:    9886/  10000 (98.86%), best:    9893/10000 (98.93%), error:       347.11127, best error:       327.50610 on epoch:    61, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 666.8406982422s, input_fired_time: 8.8955001831, output_fired_time: 8.4193792343, propagate_forward_time: 250.1101379395, propagate_backward_time: 390.8742065430, weight_update_time: 0.6823112965, other_time: 8.5414733887
epoch time: 52.7138748169s, input_fired_time: 1.0885437727, output_fired_time: 0.0000000000, propagate_forward_time: 50.1051445007, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5201873779
validation[          , genome 13170] predictions:    9883/  10000 (98.83%), best:    9893/10000 (98.93%), error:       360.71780, best error:       327.50610 on epoch:    61, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 663.8323974609s, input_fired_time: 8.7983655930, output_fired_time: 8.3552742004, propagate_forward_time: 249.2615356445, propagate_backward_time: 389.0449218750, weight_update_time: 0.6749758124, other_time: 8.3723144531
epoch time: 52.2554817200s, input_fired_time: 1.0752474070, output_fired_time: 0.0000000000, propagate_forward_time: 49.6796836853, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5005493164
validation[          , genome 13170] predictions:    9882/  10000 (98.82%), best:    9893/10000 (98.93%), error:       340.31293, best error:       327.50610 on epoch:    61, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 668.6641235352s, input_fired_time: 8.8636283875, output_fired_time: 8.4525690079, propagate_forward_time: 250.8951263428, propagate_backward_time: 392.0252990723, weight_update_time: 0.6788187623, other_time: 8.4274597168
epoch time: 52.6714553833s, input_fired_time: 1.0978056192, output_fired_time: 0.0000000000, propagate_forward_time: 49.9992179871, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5744323730
validation[          , genome 13170] predictions:    9888/  10000 (98.88%), best:    9893/10000 (98.93%), error:       378.35284, best error:       327.50610 on epoch:    61, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 666.0870971680s, input_fired_time: 8.8568592072, output_fired_time: 8.4055604935, propagate_forward_time: 250.1198730469, propagate_backward_time: 390.2893676758, weight_update_time: 0.6797087789, other_time: 8.4154052734
epoch time: 52.5771446228s, input_fired_time: 1.0788650513, output_fired_time: 0.0000000000, propagate_forward_time: 49.9984474182, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4998321533
validation[          , genome 13170] predictions:    9896/  10000 (98.96%), best:    9893/10000 (98.93%), error:       357.11499, best error:       327.50610 on epoch:    61, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 665.5360107422s, input_fired_time: 8.9423084259, output_fired_time: 8.3824596405, propagate_forward_time: 249.7418365479, propagate_backward_time: 389.8045349121, weight_update_time: 0.6894668937, other_time: 8.6648864746
epoch time: 52.5119247437s, input_fired_time: 1.0942018032, output_fired_time: 0.0000000000, propagate_forward_time: 49.8419914246, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5757331848
validation[          , genome 13170] predictions:    9880/  10000 (98.80%), best:    9893/10000 (98.93%), error:       356.81152, best error:       327.50610 on epoch:    61, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 664.0425415039s, input_fired_time: 8.9601869583, output_fired_time: 8.3808393478, propagate_forward_time: 249.3674926758, propagate_backward_time: 388.5933837891, weight_update_time: 0.6878704429, other_time: 8.7406005859
epoch time: 52.7718582153s, input_fired_time: 1.1013970375, output_fired_time: 0.0000000000, propagate_forward_time: 50.0932998657, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5771598816
validation[          , genome 13170] predictions:    9897/  10000 (98.97%), best:    9893/10000 (98.93%), error:       340.36981, best error:       327.50610 on epoch:    61, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 666.6387329102s, input_fired_time: 8.8236770630, output_fired_time: 8.4146270752, propagate_forward_time: 250.2701568604, propagate_backward_time: 390.7508544922, weight_update_time: 0.6748568416, other_time: 8.3794555664
epoch time: 52.5143432617s, input_fired_time: 1.0834969282, output_fired_time: 0.0000000000, propagate_forward_time: 49.9322433472, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4986038208
validation[          , genome 13170] predictions:    9886/  10000 (98.86%), best:    9893/10000 (98.93%), error:       346.44751, best error:       327.50610 on epoch:    61, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 669.7206420898s, input_fired_time: 8.9442434311, output_fired_time: 8.4594945908, propagate_forward_time: 251.2837066650, propagate_backward_time: 392.4341430664, weight_update_time: 0.6844897866, other_time: 8.5991210938
epoch time: 52.7749481201s, input_fired_time: 1.0977684259, output_fired_time: 0.0000000000, propagate_forward_time: 50.0974273682, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5797538757
validation[          , genome 13170] predictions:    9896/  10000 (98.96%), best:    9893/10000 (98.93%), error:       369.73572, best error:       327.50610 on epoch:    61, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 667.2993164063s, input_fired_time: 8.8279991150, output_fired_time: 8.4536342621, propagate_forward_time: 250.7638092041, propagate_backward_time: 390.8855590820, weight_update_time: 0.6752465963, other_time: 8.3683471680
epoch time: 52.7294616699s, input_fired_time: 1.0837242603, output_fired_time: 0.0000000000, propagate_forward_time: 50.1481895447, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4975471497
validation[          , genome 13170] predictions:    9904/  10000 (99.04%), best:    9893/10000 (98.93%), error:       339.38153, best error:       327.50610 on epoch:    61, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 669.3735961914s, input_fired_time: 8.8503971100, output_fired_time: 8.4534454346, propagate_forward_time: 251.1559753418, propagate_backward_time: 392.5269165039, weight_update_time: 0.6806747913, other_time: 8.3868713379
epoch time: 52.7566146851s, input_fired_time: 1.0853579044, output_fired_time: 0.0000000000, propagate_forward_time: 50.1735610962, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4976959229
validation[          , genome 13170] predictions:    9896/  10000 (98.96%), best:    9893/10000 (98.93%), error:       340.08017, best error:       327.50610 on epoch:    61, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 666.0018310547s, input_fired_time: 8.9957904816, output_fired_time: 8.4078073502, propagate_forward_time: 249.8406219482, propagate_backward_time: 389.9855651855, weight_update_time: 0.6890417337, other_time: 8.7720031738
epoch time: 52.5510978699s, input_fired_time: 1.1005113125, output_fired_time: 0.0000000000, propagate_forward_time: 49.8711051941, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5794830322
validation[          , genome 13170] predictions:    9880/  10000 (98.80%), best:    9893/10000 (98.93%), error:       377.01007, best error:       327.50610 on epoch:    61, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 668.8779296875s, input_fired_time: 8.9991502762, output_fired_time: 8.4345731735, propagate_forward_time: 251.0253143311, propagate_backward_time: 391.7403564453, weight_update_time: 0.6860828400, other_time: 8.6785278320
epoch time: 52.8931808472s, input_fired_time: 1.0827170610, output_fired_time: 0.0000000000, propagate_forward_time: 50.3147315979, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4957313538
validation[          , genome 13170] predictions:    9886/  10000 (98.86%), best:    9893/10000 (98.93%), error:       342.59476, best error:       327.50610 on epoch:    61, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 664.7456665039s, input_fired_time: 8.9797534943, output_fired_time: 8.3906583786, propagate_forward_time: 249.2849731445, propagate_backward_time: 389.3588562012, weight_update_time: 0.6862087250, other_time: 8.7314147949
epoch time: 52.3382339478s, input_fired_time: 1.0944164991, output_fired_time: 0.0000000000, propagate_forward_time: 49.6649818420, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5788345337
validation[          , genome 13170] predictions:    9885/  10000 (98.85%), best:    9893/10000 (98.93%), error:       374.31555, best error:       327.50610 on epoch:    61, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 667.8726806641s, input_fired_time: 8.8485212326, output_fired_time: 8.4400157928, propagate_forward_time: 250.7418823242, propagate_backward_time: 391.4411010742, weight_update_time: 0.6774563193, other_time: 8.4011840820
epoch time: 52.5575714111s, input_fired_time: 1.0870343447, output_fired_time: 0.0000000000, propagate_forward_time: 49.9686088562, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5019264221
validation[          , genome 13170] predictions:    9894/  10000 (98.94%), best:    9893/10000 (98.93%), error:       337.21417, best error:       327.50610 on epoch:    61, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 668.5883178711s, input_fired_time: 9.0175857544, output_fired_time: 8.4432382584, propagate_forward_time: 251.0276336670, propagate_backward_time: 391.3350524902, weight_update_time: 0.6891470551, other_time: 8.7648010254
epoch time: 52.7630615234s, input_fired_time: 1.0865566730, output_fired_time: 0.0000000000, propagate_forward_time: 50.1500930786, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5264129639
validation[          , genome 13170] predictions:    9902/  10000 (99.02%), best:    9893/10000 (98.93%), error:       337.27768, best error:       327.50610 on epoch:    61, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 669.0318603516s, input_fired_time: 8.9325246811, output_fired_time: 8.4568538666, propagate_forward_time: 251.0192565918, propagate_backward_time: 392.0807189941, weight_update_time: 0.6909384131, other_time: 8.5425415039
epoch time: 52.7311630249s, input_fired_time: 1.0875302553, output_fired_time: 0.0000000000, propagate_forward_time: 50.1465721130, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4970588684
validation[          , genome 13170] predictions:    9880/  10000 (98.80%), best:    9893/10000 (98.93%), error:       375.28290, best error:       327.50610 on epoch:    61, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 664.7047119141s, input_fired_time: 8.8383359909, output_fired_time: 8.3910207748, propagate_forward_time: 249.4828033447, propagate_backward_time: 389.6545104980, weight_update_time: 0.6724123359, other_time: 8.3381042480
epoch time: 52.1710510254s, input_fired_time: 1.0835849047, output_fired_time: 0.0000000000, propagate_forward_time: 49.5838470459, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5036201477
validation[          , genome 13170] predictions:    9892/  10000 (98.92%), best:    9893/10000 (98.93%), error:       350.97733, best error:       327.50610 on epoch:    61, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 668.1687622070s, input_fired_time: 8.9661121368, output_fired_time: 8.4401321411, propagate_forward_time: 250.6136474609, propagate_backward_time: 391.4858093262, weight_update_time: 0.6868056655, other_time: 8.6630554199
epoch time: 53.1088676453s, input_fired_time: 1.1177390814, output_fired_time: 0.0000000000, propagate_forward_time: 50.3943672180, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5967597961
validation[          , genome 13170] predictions:    9858/  10000 (98.58%), best:    9893/10000 (98.93%), error:       466.14517, best error:       327.50610 on epoch:    61, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 664.0237426758s, input_fired_time: 8.8197679520, output_fired_time: 8.3786439896, propagate_forward_time: 249.1916656494, propagate_backward_time: 389.2862854004, weight_update_time: 0.6708860397, other_time: 8.3473815918
epoch time: 52.3917198181s, input_fired_time: 1.0885875225, output_fired_time: 0.0000000000, propagate_forward_time: 49.8061141968, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4970169067
validation[          , genome 13170] predictions:    9898/  10000 (98.98%), best:    9893/10000 (98.93%), error:       340.70853, best error:       327.50610 on epoch:    61, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 668.9925537109s, input_fired_time: 9.0431842804, output_fired_time: 8.4381961823, propagate_forward_time: 251.0282592773, propagate_backward_time: 391.7399597168, weight_update_time: 0.6900329590, other_time: 8.7429504395
epoch time: 52.8999748230s, input_fired_time: 1.1048578024, output_fired_time: 0.0000000000, propagate_forward_time: 50.2200737000, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5750427246
validation[          , genome 13170] predictions:    9896/  10000 (98.96%), best:    9893/10000 (98.93%), error:       341.64938, best error:       327.50610 on epoch:    61, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 666.1934814453s, input_fired_time: 9.0299739838, output_fired_time: 8.4156332016, propagate_forward_time: 250.0219726563, propagate_backward_time: 389.9496765137, weight_update_time: 0.6862996817, other_time: 8.7762145996
epoch time: 52.8051071167s, input_fired_time: 1.0862671137, output_fired_time: 0.0000000000, propagate_forward_time: 50.2188796997, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4999618530
validation[          , genome 13170] predictions:    9888/  10000 (98.88%), best:    9893/10000 (98.93%), error:       345.91910, best error:       327.50610 on epoch:    61, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 665.5863037109s, input_fired_time: 9.0085048676, output_fired_time: 8.4070749283, propagate_forward_time: 249.7495422363, propagate_backward_time: 389.6423645020, weight_update_time: 0.6881588697, other_time: 8.7788085938
epoch time: 52.8943557739s, input_fired_time: 1.0988671780, output_fired_time: 0.0000000000, propagate_forward_time: 50.2698631287, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5256271362
validation[          , genome 13170] predictions:    9895/  10000 (98.95%), best:    9893/10000 (98.93%), error:       347.41531, best error:       327.50610 on epoch:    61, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 670.1371459961s, input_fired_time: 8.9385919571, output_fired_time: 8.4733409882, propagate_forward_time: 251.4308929443, propagate_backward_time: 392.7769470215, weight_update_time: 0.6812445521, other_time: 8.5173645020
epoch time: 52.8191375732s, input_fired_time: 1.0838282108, output_fired_time: 0.0000000000, propagate_forward_time: 50.2356452942, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4996643066
validation[          , genome 13170] predictions:    9892/  10000 (98.92%), best:    9893/10000 (98.93%), error:       347.50323, best error:       327.50610 on epoch:    61, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 667.4184570313s, input_fired_time: 8.9086828232, output_fired_time: 8.4109840393, propagate_forward_time: 250.4439392090, propagate_backward_time: 391.1793823242, weight_update_time: 0.6787014008, other_time: 8.4754333496
epoch time: 52.9396286011s, input_fired_time: 1.1142193079, output_fired_time: 0.0000000000, propagate_forward_time: 50.2372817993, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5881271362
validation[          , genome 13170] predictions:    9892/  10000 (98.92%), best:    9893/10000 (98.93%), error:       357.09186, best error:       327.50610 on epoch:    61, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 667.3273925781s, input_fired_time: 8.9477014542, output_fired_time: 8.4365119934, propagate_forward_time: 250.4082946777, propagate_backward_time: 390.9807434082, weight_update_time: 0.6822071671, other_time: 8.5541381836
epoch time: 53.1030654907s, input_fired_time: 1.1058799028, output_fired_time: 0.0000000000, propagate_forward_time: 50.4046020508, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5925827026
validation[          , genome 13170] predictions:    9889/  10000 (98.89%), best:    9893/10000 (98.93%), error:       351.22125, best error:       327.50610 on epoch:    61, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 668.9180908203s, input_fired_time: 8.8547525406, output_fired_time: 8.4398775101, propagate_forward_time: 250.9868927002, propagate_backward_time: 392.2431030273, weight_update_time: 0.6776419878, other_time: 8.3934936523
epoch time: 52.8315849304s, input_fired_time: 1.0902740955, output_fired_time: 0.0000000000, propagate_forward_time: 50.2401924133, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5011177063
validation[          , genome 13170] predictions:    9895/  10000 (98.95%), best:    9893/10000 (98.93%), error:       335.74582, best error:       327.50610 on epoch:    61, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 667.6895141602s, input_fired_time: 9.0136251450, output_fired_time: 8.4379968643, propagate_forward_time: 250.4335784912, propagate_backward_time: 391.0722656250, weight_update_time: 0.6886420846, other_time: 8.7320556641
epoch time: 52.6123771667s, input_fired_time: 1.1011298895, output_fired_time: 0.0000000000, propagate_forward_time: 49.9377975464, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5734481812
validation[          , genome 13170] predictions:    9890/  10000 (98.90%), best:    9893/10000 (98.93%), error:       358.61819, best error:       327.50610 on epoch:    61, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 667.0236816406s, input_fired_time: 8.9140682220, output_fired_time: 8.4197807312, propagate_forward_time: 250.4236297607, propagate_backward_time: 390.7529907227, weight_update_time: 0.6790931821, other_time: 8.5131835938
epoch time: 52.5631332397s, input_fired_time: 1.1033529043, output_fired_time: 0.0000000000, propagate_forward_time: 49.8886604309, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5711212158
validation[          , genome 13170] predictions:    9892/  10000 (98.92%), best:    9893/10000 (98.93%), error:       342.10925, best error:       327.50610 on epoch:    61, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 665.1090698242s, input_fired_time: 9.0160179138, output_fired_time: 8.3952350616, propagate_forward_time: 249.6508026123, propagate_backward_time: 389.2780456543, weight_update_time: 0.6912197471, other_time: 8.7689514160
epoch time: 52.5980033875s, input_fired_time: 1.0906286240, output_fired_time: 0.0000000000, propagate_forward_time: 49.9981346130, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5092391968
validation[          , genome 13170] predictions:    9891/  10000 (98.91%), best:    9893/10000 (98.93%), error:       363.07120, best error:       327.50610 on epoch:    61, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 668.3829956055s, input_fired_time: 9.0272798538, output_fired_time: 8.4415292740, propagate_forward_time: 250.5694122314, propagate_backward_time: 391.6055603027, weight_update_time: 0.6903451085, other_time: 8.7392272949
epoch time: 52.9106292725s, input_fired_time: 1.1048204899, output_fired_time: 0.0000000000, propagate_forward_time: 50.2261199951, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5796890259
validation[          , genome 13170] predictions:    9891/  10000 (98.91%), best:    9893/10000 (98.93%), error:       343.67313, best error:       327.50610 on epoch:    61, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 666.0959472656s, input_fired_time: 8.9554576874, output_fired_time: 8.4148092270, propagate_forward_time: 249.9895782471, propagate_backward_time: 390.1300048828, weight_update_time: 0.6828198433, other_time: 8.6061401367
epoch time: 52.6322517395s, input_fired_time: 1.1068722010, output_fired_time: 0.0000000000, propagate_forward_time: 49.9598884583, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5654907227
validation[          , genome 13170] predictions:    9895/  10000 (98.95%), best:    9893/10000 (98.93%), error:       343.88724, best error:       327.50610 on epoch:    61, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 667.7249145508s, input_fired_time: 9.0606203079, output_fired_time: 8.4130802155, propagate_forward_time: 250.4367523193, propagate_backward_time: 391.0289611816, weight_update_time: 0.6928782463, other_time: 8.7854919434
epoch time: 52.6698188782s, input_fired_time: 1.1063762903, output_fired_time: 0.0000000000, propagate_forward_time: 49.9865646362, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5768775940
validation[          , genome 13170] predictions:    9890/  10000 (98.90%), best:    9893/10000 (98.93%), error:       339.95343, best error:       327.50610 on epoch:    61, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 667.7827758789s, input_fired_time: 8.9191665649, output_fired_time: 8.4318037033, propagate_forward_time: 250.5441894531, propagate_backward_time: 391.3596801758, weight_update_time: 0.6804082394, other_time: 8.5278930664
epoch time: 52.6011199951s, input_fired_time: 1.0869951248, output_fired_time: 0.0000000000, propagate_forward_time: 50.0203475952, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4937782288
validation[          , genome 13170] predictions:    9881/  10000 (98.81%), best:    9893/10000 (98.93%), error:       356.73926, best error:       327.50610 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: 263.1316528320s, input_fired_time: 5.4188308716, output_fired_time: 0.0000000000, propagate_forward_time: 250.1447601318, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 7.5680694580
best training[          , genome 13170] predictions:   49986/  50000 (99.97%), best:    9893/10000 (98.93%), error:       218.30371, best error:       327.50610 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: 52.4096374512s, input_fired_time: 1.0744363070, output_fired_time: 0.0000000000, propagate_forward_time: 49.8431282043, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4920730591
   testing[          , genome 13170] predictions:    9899/  10000 (98.99%), best:    9893/10000 (98.93%), error:       317.84985, best error:       327.50610 on epoch:    61, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
10:54:39 (4180): called boinc_finish(0)

</stderr_txt>
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