Nameexact_genome_1512568488_43_6123_1
Workunit2601869
Created7 Dec 2017, 18:02:26 UTC
Sent7 Dec 2017, 18:11:04 UTC
Report deadline18 Dec 2017, 7:07:03 UTC
Received9 Dec 2017, 7:17:14 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID57938
Run time5 hours 53 min 39 sec
CPU time5 hours 49 min 48 sec
Validate stateValid
Credit2,634.72
Device peak FLOPS2.90 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size153.36 MB
Peak swap size158.14 MB
Peak disk usage2.14 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
858.94055 on epoch:    11, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 189.4318237305s, input_fired_time: 1.5721625090, output_fired_time: 1.6044629812, propagate_forward_time: 71.4432067871, propagate_backward_time: 111.4770202637, weight_update_time: 0.2400204986, other_time: 3.3349761963
epoch time: 15.1435871124s, input_fired_time: 0.1980810016, output_fired_time: 0.0000000000, propagate_forward_time: 14.3540554047, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5914506912
validation[          , genome  6123] predictions:    9682/  10000 (96.82%), best:    9739/10000 (97.39%), error:      1090.31091, best error:       858.94055 on epoch:    11, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 190.0655212402s, input_fired_time: 1.5685325861, output_fired_time: 1.5970065594, propagate_forward_time: 71.7435607910, propagate_backward_time: 111.8395767212, weight_update_time: 0.2389836907, other_time: 3.3168563843
epoch time: 15.3555021286s, input_fired_time: 0.1965308934, output_fired_time: 0.0000000000, propagate_forward_time: 14.5866794586, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5722913742
validation[          , genome  6123] predictions:    9683/  10000 (96.83%), best:    9739/10000 (97.39%), error:      1026.70215, best error:       858.94055 on epoch:    11, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 192.8773040771s, input_fired_time: 1.5819606781, output_fired_time: 1.6225221157, propagate_forward_time: 73.1669311523, propagate_backward_time: 113.1770553589, weight_update_time: 0.2417768240, other_time: 3.3288345337
epoch time: 15.2475614548s, input_fired_time: 0.1962697804, output_fired_time: 0.0000000000, propagate_forward_time: 14.4779548645, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5733366013
validation[          , genome  6123] predictions:    9710/  10000 (97.10%), best:    9739/10000 (97.39%), error:       952.72772, best error:       858.94055 on epoch:    11, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 192.2552032471s, input_fired_time: 1.6062231064, output_fired_time: 1.6260752678, propagate_forward_time: 72.9106903076, propagate_backward_time: 112.7440795898, weight_update_time: 0.2451662421, other_time: 3.3681488037
epoch time: 14.7716827393s, input_fired_time: 0.1950142831, output_fired_time: 0.0000000000, propagate_forward_time: 13.9761304855, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6005382538
validation[          , genome  6123] predictions:    9725/  10000 (97.25%), best:    9739/10000 (97.39%), error:       909.75909, best error:       858.94055 on epoch:    11, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 192.7774505615s, input_fired_time: 1.5985262394, output_fired_time: 1.6183255911, propagate_forward_time: 73.1802444458, propagate_backward_time: 113.0289077759, weight_update_time: 0.2451868355, other_time: 3.3514404297
epoch time: 15.6285295486s, input_fired_time: 0.1965126097, output_fired_time: 0.0000000000, propagate_forward_time: 14.8504409790, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5815763474
validation[          , genome  6123] predictions:    9733/  10000 (97.33%), best:    9739/10000 (97.39%), error:       901.80182, best error:       858.94055 on epoch:    11, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 191.9042053223s, input_fired_time: 1.5803475380, output_fired_time: 1.6152315140, propagate_forward_time: 72.6721954346, propagate_backward_time: 112.7128982544, weight_update_time: 0.2409641147, other_time: 3.3235244751
epoch time: 15.5778255463s, input_fired_time: 0.2030156553, output_fired_time: 0.0000000000, propagate_forward_time: 14.7851772308, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5896329880
validation[          , genome  6123] predictions:    9723/  10000 (97.23%), best:    9739/10000 (97.39%), error:       885.98969, best error:       858.94055 on epoch:    11, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 190.4435272217s, input_fired_time: 1.5875352621, output_fired_time: 1.6159120798, propagate_forward_time: 71.6733245850, propagate_backward_time: 112.1462249756, weight_update_time: 0.2437182963, other_time: 3.4205322266
epoch time: 14.7945051193s, input_fired_time: 0.1968152672, output_fired_time: 0.0000000000, propagate_forward_time: 13.9833507538, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6143388748
validation[          , genome  6123] predictions:    9714/  10000 (97.14%), best:    9739/10000 (97.39%), error:       981.45441, best error:       858.94055 on epoch:    11, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 191.2667541504s, input_fired_time: 1.5890704393, output_fired_time: 1.6178698540, propagate_forward_time: 72.3638534546, propagate_backward_time: 112.3555984497, weight_update_time: 0.2412081957, other_time: 3.3403625488
epoch time: 15.2820329666s, input_fired_time: 0.1984135062, output_fired_time: 0.0000000000, propagate_forward_time: 14.5057659149, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5778532028
validation[          , genome  6123] predictions:    9757/  10000 (97.57%), best:    9757/10000 (97.57%), error:       817.37500, best error:       817.37500 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 192.3971710205s, input_fired_time: 1.5874248743, output_fired_time: 1.6240171194, propagate_forward_time: 72.8981933594, propagate_backward_time: 112.9677429199, weight_update_time: 0.2418138236, other_time: 3.3197937012
epoch time: 15.0604400635s, input_fired_time: 0.2008983493, output_fired_time: 0.0000000000, propagate_forward_time: 14.2461748123, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6133670807
validation[          , genome  6123] predictions:    9738/  10000 (97.38%), best:    9757/10000 (97.57%), error:       897.49969, best error:       817.37500 on epoch:    22, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 191.6640930176s, input_fired_time: 1.5942054987, output_fired_time: 1.6128119230, propagate_forward_time: 72.4003372192, propagate_backward_time: 112.6874618530, weight_update_time: 0.2420187891, other_time: 3.3692779541
epoch time: 15.3727245331s, input_fired_time: 0.2001823634, output_fired_time: 0.0000000000, propagate_forward_time: 14.5854330063, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5871095657
validation[          , genome  6123] predictions:    9716/  10000 (97.16%), best:    9757/10000 (97.57%), error:       920.00897, best error:       817.37500 on epoch:    22, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 191.3183898926s, input_fired_time: 1.5947570801, output_fired_time: 1.6217448711, propagate_forward_time: 72.3030853271, propagate_backward_time: 112.4293518066, weight_update_time: 0.2426119149, other_time: 3.3694458008
epoch time: 15.3549032211s, input_fired_time: 0.1994959861, output_fired_time: 0.0000000000, propagate_forward_time: 14.5575208664, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5978860855
validation[          , genome  6123] predictions:    9719/  10000 (97.19%), best:    9757/10000 (97.57%), error:       916.18884, best error:       817.37500 on epoch:    22, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 192.3841857910s, input_fired_time: 1.5871268511, output_fired_time: 1.6183519363, propagate_forward_time: 72.9106826782, propagate_backward_time: 112.9457015991, weight_update_time: 0.2391639650, other_time: 3.3223266602
epoch time: 14.8609457016s, input_fired_time: 0.1938948035, output_fired_time: 0.0000000000, propagate_forward_time: 14.0813436508, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5857076645
validation[          , genome  6123] predictions:    9667/  10000 (96.67%), best:    9757/10000 (97.57%), error:      1110.61670, best error:       817.37500 on epoch:    22, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 191.7367858887s, input_fired_time: 1.5882084370, output_fired_time: 1.6172478199, propagate_forward_time: 72.8235015869, propagate_backward_time: 112.4042587280, weight_update_time: 0.2402924001, other_time: 3.3035659790
epoch time: 15.4338150024s, input_fired_time: 0.1953044236, output_fired_time: 0.0000000000, propagate_forward_time: 14.6648912430, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5736188889
validation[          , genome  6123] predictions:    9724/  10000 (97.24%), best:    9757/10000 (97.57%), error:       911.18359, best error:       817.37500 on epoch:    22, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 191.0567169189s, input_fired_time: 1.5811723471, output_fired_time: 1.6051222086, propagate_forward_time: 72.2826690674, propagate_backward_time: 112.2612838745, weight_update_time: 0.2426498234, other_time: 3.3264694214
epoch time: 15.5128650665s, input_fired_time: 0.2010478228, output_fired_time: 0.0000000000, propagate_forward_time: 14.7304420471, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5813751221
validation[          , genome  6123] predictions:    9734/  10000 (97.34%), best:    9757/10000 (97.57%), error:       868.09833, best error:       817.37500 on epoch:    22, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 191.8664093018s, input_fired_time: 1.5936126709, output_fired_time: 1.6118376255, propagate_forward_time: 72.7819442749, propagate_backward_time: 112.5367660522, weight_update_time: 0.2434148043, other_time: 3.3422546387
epoch time: 15.5553493500s, input_fired_time: 0.1982626766, output_fired_time: 0.0000000000, propagate_forward_time: 14.7910089493, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5660781860
validation[          , genome  6123] predictions:    9719/  10000 (97.19%), best:    9757/10000 (97.57%), error:       887.43555, best error:       817.37500 on epoch:    22, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 188.8460998535s, input_fired_time: 1.5677235126, output_fired_time: 1.6004616022, propagate_forward_time: 71.0760498047, propagate_backward_time: 111.2446212769, weight_update_time: 0.2356534749, other_time: 3.3572463989
epoch time: 15.4392061234s, input_fired_time: 0.1960917264, output_fired_time: 0.0000000000, propagate_forward_time: 14.6745481491, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5685663223
validation[          , genome  6123] predictions:    9696/  10000 (96.96%), best:    9757/10000 (97.57%), error:      1032.84460, best error:       817.37500 on epoch:    22, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 193.7029571533s, input_fired_time: 1.6125433445, output_fired_time: 1.6214128733, propagate_forward_time: 73.6388473511, propagate_backward_time: 113.4587860107, weight_update_time: 0.2435961068, other_time: 3.3713607788
epoch time: 15.4558687210s, input_fired_time: 0.1981649101, output_fired_time: 0.0000000000, propagate_forward_time: 14.6910905838, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5666131973
validation[          , genome  6123] predictions:    9764/  10000 (97.64%), best:    9757/10000 (97.57%), error:       865.04297, best error:       817.37500 on epoch:    22, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 191.0621948242s, input_fired_time: 1.5943249464, output_fired_time: 1.6117256880, propagate_forward_time: 72.0702743530, propagate_backward_time: 112.4481048584, weight_update_time: 0.2393044680, other_time: 3.3377609253
epoch time: 15.4608659744s, input_fired_time: 0.1971143633, output_fired_time: 0.0000000000, propagate_forward_time: 14.6858243942, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5779275894
validation[          , genome  6123] predictions:    9736/  10000 (97.36%), best:    9757/10000 (97.57%), error:       881.56470, best error:       817.37500 on epoch:    22, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 191.9962463379s, input_fired_time: 1.5834372044, output_fired_time: 1.6137633324, propagate_forward_time: 72.8961563110, propagate_backward_time: 112.6191558838, weight_update_time: 0.2414389551, other_time: 3.2837295532
epoch time: 15.2155981064s, input_fired_time: 0.1995128691, output_fired_time: 0.0000000000, propagate_forward_time: 14.4444494247, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5716362000
validation[          , genome  6123] predictions:    9734/  10000 (97.34%), best:    9757/10000 (97.57%), error:       873.44843, best error:       817.37500 on epoch:    22, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 189.9001159668s, input_fired_time: 1.5998356342, output_fired_time: 1.6077687740, propagate_forward_time: 71.6746902466, propagate_backward_time: 111.6255874634, weight_update_time: 0.2438156009, other_time: 3.3922271729
epoch time: 15.3140430450s, input_fired_time: 0.2031857818, output_fired_time: 0.0000000000, propagate_forward_time: 14.5168294907, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5940275192
validation[          , genome  6123] predictions:    9786/  10000 (97.86%), best:    9786/10000 (97.86%), error:       753.23450, best error:       753.23450 on epoch:    34, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 191.7233734131s, input_fired_time: 1.5794812441, output_fired_time: 1.6172693968, propagate_forward_time: 72.6928863525, propagate_backward_time: 112.5507583618, weight_update_time: 0.2376714796, other_time: 3.2829818726
epoch time: 15.5060892105s, input_fired_time: 0.1993790120, output_fired_time: 0.0000000000, propagate_forward_time: 14.7221012115, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5846090317
validation[          , genome  6123] predictions:    9771/  10000 (97.71%), best:    9786/10000 (97.86%), error:       763.96045, best error:       753.23450 on epoch:    34, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 192.3739013672s, input_fired_time: 1.5881987810, output_fired_time: 1.6122980118, propagate_forward_time: 72.9222946167, propagate_backward_time: 112.9891128540, weight_update_time: 0.2384841889, other_time: 3.2619934082
epoch time: 15.5388851166s, input_fired_time: 0.1978757530, output_fired_time: 0.0000000000, propagate_forward_time: 14.7658843994, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5751247406
validation[          , genome  6123] predictions:    9753/  10000 (97.53%), best:    9786/10000 (97.86%), error:       838.94189, best error:       753.23450 on epoch:    34, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 192.5760192871s, input_fired_time: 1.6160753965, output_fired_time: 1.6153838634, propagate_forward_time: 73.1718215942, propagate_backward_time: 112.8133239746, weight_update_time: 0.2436818182, other_time: 3.3594131470
epoch time: 15.2557334900s, input_fired_time: 0.1981716305, output_fired_time: 0.0000000000, propagate_forward_time: 14.4829912186, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5745706558
validation[          , genome  6123] predictions:    9756/  10000 (97.56%), best:    9786/10000 (97.86%), error:       805.04254, best error:       753.23450 on epoch:    34, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 192.8963012695s, input_fired_time: 1.5834070444, output_fired_time: 1.6173793077, propagate_forward_time: 73.3746643066, propagate_backward_time: 113.0427551270, weight_update_time: 0.2413385212, other_time: 3.2780914307
epoch time: 15.6669483185s, input_fired_time: 0.2007580996, output_fired_time: 0.0000000000, propagate_forward_time: 14.8938665390, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5723237991
validation[          , genome  6123] predictions:    9711/  10000 (97.11%), best:    9786/10000 (97.86%), error:       964.53247, best error:       753.23450 on epoch:    34, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 192.7221221924s, input_fired_time: 1.5988653898, output_fired_time: 1.6149545908, propagate_forward_time: 73.1648941040, propagate_backward_time: 113.0318832397, weight_update_time: 0.2465980202, other_time: 3.3115234375
epoch time: 15.3812446594s, input_fired_time: 0.1974593103, output_fired_time: 0.0000000000, propagate_forward_time: 14.6087608337, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5750246048
validation[          , genome  6123] predictions:    9762/  10000 (97.62%), best:    9786/10000 (97.86%), error:       786.06183, best error:       753.23450 on epoch:    34, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 191.4851989746s, input_fired_time: 1.5922976732, output_fired_time: 1.5958832502, propagate_forward_time: 72.9163894653, propagate_backward_time: 112.1044311523, weight_update_time: 0.2375777960, other_time: 3.2761917114
epoch time: 15.1710653305s, input_fired_time: 0.2005286813, output_fired_time: 0.0000000000, propagate_forward_time: 14.3848381042, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5856981277
validation[          , genome  6123] predictions:    9748/  10000 (97.48%), best:    9786/10000 (97.86%), error:       833.25421, best error:       753.23450 on epoch:    34, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 191.7187194824s, input_fired_time: 1.5834563971, output_fired_time: 1.6095720530, propagate_forward_time: 72.6295547485, propagate_backward_time: 112.6229019165, weight_update_time: 0.2381624132, other_time: 3.2732391357
epoch time: 14.7456846237s, input_fired_time: 0.1928321272, output_fired_time: 0.0000000000, propagate_forward_time: 13.9915933609, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5612592697
validation[          , genome  6123] predictions:    9757/  10000 (97.57%), best:    9786/10000 (97.86%), error:       818.96906, best error:       753.23450 on epoch:    34, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 189.2415466309s, input_fired_time: 1.5672130585, output_fired_time: 1.5988545418, propagate_forward_time: 71.2528533936, propagate_backward_time: 111.5045700073, weight_update_time: 0.2418585420, other_time: 3.3180465698
epoch time: 15.6645221710s, input_fired_time: 0.2039618194, output_fired_time: 0.0000000000, propagate_forward_time: 14.8819179535, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5786428452
validation[          , genome  6123] predictions:    9684/  10000 (96.84%), best:    9786/10000 (97.86%), error:      1013.89331, best error:       753.23450 on epoch:    34, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 192.3150787354s, input_fired_time: 1.5853877068, output_fired_time: 1.6202684641, propagate_forward_time: 72.9381561279, propagate_backward_time: 112.8979187012, weight_update_time: 0.2396794707, other_time: 3.2733459473
epoch time: 15.6056919098s, input_fired_time: 0.2017373294, output_fired_time: 0.0000000000, propagate_forward_time: 14.8136930466, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5902614594
validation[          , genome  6123] predictions:    9762/  10000 (97.62%), best:    9786/10000 (97.86%), error:       807.28387, best error:       753.23450 on epoch:    34, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 191.2013702393s, input_fired_time: 1.5963050127, output_fired_time: 1.6108578444, propagate_forward_time: 72.4635696411, propagate_backward_time: 112.2045745850, weight_update_time: 0.2421325296, other_time: 3.3260726929
epoch time: 15.4560928345s, input_fired_time: 0.2081842422, output_fired_time: 0.0000000000, propagate_forward_time: 14.6636762619, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5842323303
validation[          , genome  6123] predictions:    9785/  10000 (97.85%), best:    9785/10000 (97.85%), error:       751.20984, best error:       751.20984 on epoch:    44, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 192.0394134521s, input_fired_time: 1.5866249800, output_fired_time: 1.6084696054, propagate_forward_time: 72.8226013184, propagate_backward_time: 112.7430114746, weight_update_time: 0.2375562787, other_time: 3.2787017822
epoch time: 15.3358955383s, input_fired_time: 0.2020994127, output_fired_time: 0.0000000000, propagate_forward_time: 14.5509300232, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5828657150
validation[          , genome  6123] predictions:    9777/  10000 (97.77%), best:    9785/10000 (97.85%), error:       766.94336, best error:       751.20984 on epoch:    44, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 191.8393096924s, input_fired_time: 1.6000198126, output_fired_time: 1.6100144386, propagate_forward_time: 72.8301391602, propagate_backward_time: 112.4998092651, weight_update_time: 0.2408845127, other_time: 3.2993240356
epoch time: 15.5105237961s, input_fired_time: 0.1988072246, output_fired_time: 0.0000000000, propagate_forward_time: 14.7366380692, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5750789642
validation[          , genome  6123] predictions:    9721/  10000 (97.21%), best:    9785/10000 (97.85%), error:       903.48206, best error:       751.20984 on epoch:    44, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 193.2511444092s, input_fired_time: 1.6202089787, output_fired_time: 1.6346925497, propagate_forward_time: 73.1104736328, propagate_backward_time: 113.5151672363, weight_update_time: 0.2426453829, other_time: 3.3706054688
epoch time: 14.8324213028s, input_fired_time: 0.2035798430, output_fired_time: 0.0000000000, propagate_forward_time: 14.0132246017, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6156167984
validation[          , genome  6123] predictions:    9724/  10000 (97.24%), best:    9785/10000 (97.85%), error:       872.21912, best error:       751.20984 on epoch:    44, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 193.2395019531s, input_fired_time: 1.6012781858, output_fired_time: 1.6131918430, propagate_forward_time: 73.5310058594, propagate_backward_time: 113.2407379150, weight_update_time: 0.2377329767, other_time: 3.2532958984
epoch time: 15.1807708740s, input_fired_time: 0.1987969130, output_fired_time: 0.0000000000, propagate_forward_time: 14.4031391144, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5788345337
validation[          , genome  6123] predictions:    9744/  10000 (97.44%), best:    9785/10000 (97.85%), error:       815.93036, best error:       751.20984 on epoch:    44, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 192.0879516602s, input_fired_time: 1.6006112099, output_fired_time: 1.6108251810, propagate_forward_time: 72.7439117432, propagate_backward_time: 112.8081893921, weight_update_time: 0.2425582558, other_time: 3.3244094849
epoch time: 15.6309938431s, input_fired_time: 0.2021395415, output_fired_time: 0.0000000000, propagate_forward_time: 14.8486623764, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5801916122
validation[          , genome  6123] predictions:    9731/  10000 (97.31%), best:    9785/10000 (97.85%), error:       834.46967, best error:       751.20984 on epoch:    44, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 189.3625793457s, input_fired_time: 1.5963112116, output_fired_time: 1.5948845148, propagate_forward_time: 71.8519515991, propagate_backward_time: 110.9947204590, weight_update_time: 0.2366095334, other_time: 3.3247146606
epoch time: 15.1026763916s, input_fired_time: 0.1995436698, output_fired_time: 0.0000000000, propagate_forward_time: 14.3105373383, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5925951004
validation[          , genome  6123] predictions:    9753/  10000 (97.53%), best:    9785/10000 (97.85%), error:       802.63831, best error:       751.20984 on epoch:    44, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 193.0595245361s, input_fired_time: 1.5995223522, output_fired_time: 1.6167366505, propagate_forward_time: 73.2577743530, propagate_backward_time: 113.3202209473, weight_update_time: 0.2378905565, other_time: 3.2652816772
epoch time: 15.5256166458s, input_fired_time: 0.1997200102, output_fired_time: 0.0000000000, propagate_forward_time: 14.7511072159, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5747890472
validation[          , genome  6123] predictions:    9775/  10000 (97.75%), best:    9785/10000 (97.85%), error:       786.99744, best error:       751.20984 on epoch:    44, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 191.0006713867s, input_fired_time: 1.5985642672, output_fired_time: 1.6133636236, propagate_forward_time: 72.3626785278, propagate_backward_time: 112.1015548706, weight_update_time: 0.2363248169, other_time: 3.3245086670
epoch time: 15.3823013306s, input_fired_time: 0.1993660778, output_fired_time: 0.0000000000, propagate_forward_time: 14.6111917496, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5717439651
validation[          , genome  6123] predictions:    9759/  10000 (97.59%), best:    9785/10000 (97.85%), error:       792.42523, best error:       751.20984 on epoch:    44, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 195.0715789795s, input_fired_time: 1.6116056442, output_fired_time: 1.6246173382, propagate_forward_time: 74.3981399536, propagate_backward_time: 114.1786422729, weight_update_time: 0.2398044169, other_time: 3.2585754395
epoch time: 14.1724729538s, input_fired_time: 0.1991888434, output_fired_time: 0.0000000000, propagate_forward_time: 13.3458805084, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6274032593
validation[          , genome  6123] predictions:    9751/  10000 (97.51%), best:    9785/10000 (97.85%), error:       790.51160, best error:       751.20984 on epoch:    44, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 191.6285247803s, input_fired_time: 1.5982795954, output_fired_time: 1.6192163229, propagate_forward_time: 72.4803619385, propagate_backward_time: 112.6066207886, weight_update_time: 0.2401075661, other_time: 3.3240432739
epoch time: 15.1110353470s, input_fired_time: 0.2002171278, output_fired_time: 0.0000000000, propagate_forward_time: 14.3038196564, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6069984436
validation[          , genome  6123] predictions:    9765/  10000 (97.65%), best:    9785/10000 (97.85%), error:       814.19800, best error:       751.20984 on epoch:    44, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 191.4874572754s, input_fired_time: 1.5928964615, output_fired_time: 1.6169941425, propagate_forward_time: 72.3476104736, propagate_backward_time: 112.6424636841, weight_update_time: 0.2370193601, other_time: 3.2874984741
epoch time: 14.7158136368s, input_fired_time: 0.2104931325, output_fired_time: 0.0000000000, propagate_forward_time: 13.8286266327, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6766939163
validation[          , genome  6123] predictions:    9785/  10000 (97.85%), best:    9785/10000 (97.85%), error:       697.38812, best error:       697.38812 on epoch:    55, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 192.3419494629s, input_fired_time: 1.6045712233, output_fired_time: 1.6196212769, propagate_forward_time: 72.6441955566, propagate_backward_time: 113.1523361206, weight_update_time: 0.2383458316, other_time: 3.3212356567
epoch time: 15.2314729691s, input_fired_time: 0.1994628757, output_fired_time: 0.0000000000, propagate_forward_time: 14.4608039856, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5712060928
validation[          , genome  6123] predictions:    9722/  10000 (97.22%), best:    9785/10000 (97.85%), error:       881.55597, best error:       697.38812 on epoch:    55, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 193.3081817627s, input_fired_time: 1.5998370647, output_fired_time: 1.6245379448, propagate_forward_time: 73.3549957275, propagate_backward_time: 113.4401550293, weight_update_time: 0.2398974150, other_time: 3.2886505127
epoch time: 15.4380168915s, input_fired_time: 0.2022319734, output_fired_time: 0.0000000000, propagate_forward_time: 14.6651992798, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5705852509
validation[          , genome  6123] predictions:    9713/  10000 (97.13%), best:    9785/10000 (97.85%), error:       915.83405, best error:       697.38812 on epoch:    55, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 193.9758148193s, input_fired_time: 1.6136305332, output_fired_time: 1.6281784773, propagate_forward_time: 73.9664688110, propagate_backward_time: 113.4682846069, weight_update_time: 0.2404459268, other_time: 3.2992553711
epoch time: 15.4426212311s, input_fired_time: 0.2030937523, output_fired_time: 0.0000000000, propagate_forward_time: 14.6562166214, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5833110809
validation[          , genome  6123] predictions:    9758/  10000 (97.58%), best:    9785/10000 (97.85%), error:       847.62610, best error:       697.38812 on epoch:    55, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 192.8797302246s, input_fired_time: 1.6098542213, output_fired_time: 1.6225128174, propagate_forward_time: 73.2019348145, propagate_backward_time: 113.1249389648, weight_update_time: 0.2389718890, other_time: 3.3204956055
epoch time: 15.6479225159s, input_fired_time: 0.2053250074, output_fired_time: 0.0000000000, propagate_forward_time: 14.8602323532, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5823650360
validation[          , genome  6123] predictions:    9714/  10000 (97.14%), best:    9785/10000 (97.85%), error:       940.98163, best error:       697.38812 on epoch:    55, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 193.2652587891s, input_fired_time: 1.6097432375, output_fired_time: 1.6223767996, propagate_forward_time: 73.2139968872, propagate_backward_time: 113.5160140991, weight_update_time: 0.2384717911, other_time: 3.3031311035
epoch time: 15.1868753433s, input_fired_time: 0.2001010925, output_fired_time: 0.0000000000, propagate_forward_time: 14.4207239151, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5660505295
validation[          , genome  6123] predictions:    9719/  10000 (97.19%), best:    9785/10000 (97.85%), error:       888.51056, best error:       697.38812 on epoch:    55, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 189.3394165039s, input_fired_time: 1.5846921206, output_fired_time: 1.6009529829, propagate_forward_time: 71.4670944214, propagate_backward_time: 111.3718261719, weight_update_time: 0.2368300408, other_time: 3.3148574829
epoch time: 15.5286054611s, input_fired_time: 0.2018118948, output_fired_time: 0.0000000000, propagate_forward_time: 14.7477197647, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5790739059
validation[          , genome  6123] predictions:    9756/  10000 (97.56%), best:    9785/10000 (97.85%), error:       880.01355, best error:       697.38812 on epoch:    55, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 193.5098724365s, input_fired_time: 1.6194354296, output_fired_time: 1.6271982193, propagate_forward_time: 73.3666305542, propagate_backward_time: 113.5616226196, weight_update_time: 0.2418183237, other_time: 3.3349914551
epoch time: 15.4901084900s, input_fired_time: 0.2029858530, output_fired_time: 0.0000000000, propagate_forward_time: 14.7014322281, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5856904984
validation[          , genome  6123] predictions:    9780/  10000 (97.80%), best:    9785/10000 (97.85%), error:       732.96655, best error:       697.38812 on epoch:    55, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 193.2875671387s, input_fired_time: 1.6068458557, output_fired_time: 1.6270250082, propagate_forward_time: 73.3966903687, propagate_backward_time: 113.3745422363, weight_update_time: 0.2395563722, other_time: 3.2824630737
epoch time: 16.0213031769s, input_fired_time: 0.2120659649, output_fired_time: 0.0000000000, propagate_forward_time: 15.2043323517, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6049051285
validation[          , genome  6123] predictions:    9768/  10000 (97.68%), best:    9785/10000 (97.85%), error:       779.07385, best error:       697.38812 on epoch:    55, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 192.5251617432s, input_fired_time: 1.6049470901, output_fired_time: 1.6170952320, propagate_forward_time: 72.8917388916, propagate_backward_time: 113.1199798584, weight_update_time: 0.2402048260, other_time: 3.2913970947
epoch time: 16.2034873962s, input_fired_time: 0.2165658772, output_fired_time: 0.0000000000, propagate_forward_time: 15.3716640472, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6152572632
validation[          , genome  6123] predictions:    9771/  10000 (97.71%), best:    9785/10000 (97.85%), error:       761.56372, best error:       697.38812 on epoch:    55, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 193.8791961670s, input_fired_time: 1.6181391478, output_fired_time: 1.6209076643, propagate_forward_time: 73.7826232910, propagate_backward_time: 113.5781555176, weight_update_time: 0.2381121069, other_time: 3.2793731689
epoch time: 15.5840721130s, input_fired_time: 0.2071255147, output_fired_time: 0.0000000000, propagate_forward_time: 14.7891492844, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5877971649
validation[          , genome  6123] predictions:    9744/  10000 (97.44%), best:    9785/10000 (97.85%), error:       808.41876, best error:       697.38812 on epoch:    55, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 192.0957946777s, input_fired_time: 1.6009730101, output_fired_time: 1.6149353981, propagate_forward_time: 72.7068023682, propagate_backward_time: 112.8481445313, weight_update_time: 0.2389829457, other_time: 3.3249511719
epoch time: 15.5196084976s, input_fired_time: 0.2015040219, output_fired_time: 0.0000000000, propagate_forward_time: 14.7418031693, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5763015747
validation[          , genome  6123] predictions:    9768/  10000 (97.68%), best:    9785/10000 (97.85%), error:       810.25745, best error:       697.38812 on epoch:    55, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 189.5618438721s, input_fired_time: 1.6074103117, output_fired_time: 1.6147118807, propagate_forward_time: 71.0817947388, propagate_backward_time: 111.8267440796, weight_update_time: 0.2387167215, other_time: 3.4311828613
epoch time: 14.8677167892s, input_fired_time: 0.2020182163, output_fired_time: 0.0000000000, propagate_forward_time: 14.0501346588, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6155643463
validation[          , genome  6123] predictions:    9723/  10000 (97.23%), best:    9785/10000 (97.85%), error:       874.83087, best error:       697.38812 on epoch:    55, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 190.1381835938s, input_fired_time: 1.6330391169, output_fired_time: 1.6290895939, propagate_forward_time: 71.2882614136, propagate_backward_time: 112.0902175903, weight_update_time: 0.2441642433, other_time: 3.4975738525
epoch time: 15.0447082520s, input_fired_time: 0.2011812776, output_fired_time: 0.0000000000, propagate_forward_time: 14.2673368454, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5761899948
validation[          , genome  6123] predictions:    9737/  10000 (97.37%), best:    9785/10000 (97.85%), error:       892.24274, best error:       697.38812 on epoch:    55, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 192.1381530762s, input_fired_time: 1.6021468639, output_fired_time: 1.6085424423, propagate_forward_time: 72.9719085693, propagate_backward_time: 112.6639099121, weight_update_time: 0.2374656200, other_time: 3.2916564941
epoch time: 15.4028720856s, input_fired_time: 0.2031433135, output_fired_time: 0.0000000000, propagate_forward_time: 14.6184873581, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5812416077
validation[          , genome  6123] predictions:    9794/  10000 (97.94%), best:    9794/10000 (97.94%), error:       696.54865, best error:       696.54865 on epoch:    69, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 192.0355529785s, input_fired_time: 1.6057498455, output_fired_time: 1.6240794659, propagate_forward_time: 72.5338211060, propagate_backward_time: 112.9619750977, weight_update_time: 0.2398378998, other_time: 3.3099288940
epoch time: 15.6204452515s, input_fired_time: 0.2004979849, output_fired_time: 0.0000000000, propagate_forward_time: 14.8539466858, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5660009384
validation[          , genome  6123] predictions:    9803/  10000 (98.03%), best:    9794/10000 (97.94%), error:       712.37885, best error:       696.54865 on epoch:    69, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 189.2507324219s, input_fired_time: 1.6031866074, output_fired_time: 1.6142506599, propagate_forward_time: 70.9070053101, propagate_backward_time: 111.7169647217, weight_update_time: 0.2393447608, other_time: 3.4093246460
epoch time: 15.4944877625s, input_fired_time: 0.2054758966, output_fired_time: 0.0000000000, propagate_forward_time: 14.7201576233, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5688543320
validation[          , genome  6123] predictions:    9772/  10000 (97.72%), best:    9794/10000 (97.94%), error:       765.20892, best error:       696.54865 on epoch:    69, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 192.7158813477s, input_fired_time: 1.6032019854, output_fired_time: 1.6202483177, propagate_forward_time: 73.0661239624, propagate_backward_time: 113.1385345459, weight_update_time: 0.2385360599, other_time: 3.2877731323
epoch time: 15.7337026596s, input_fired_time: 0.2043319345, output_fired_time: 0.0000000000, propagate_forward_time: 14.9562368393, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5731334686
validation[          , genome  6123] predictions:    9761/  10000 (97.61%), best:    9794/10000 (97.94%), error:       795.16754, best error:       696.54865 on epoch:    69, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 192.1569366455s, input_fired_time: 1.6032514572, output_fired_time: 1.6177549362, propagate_forward_time: 72.6768264771, propagate_backward_time: 112.9793930054, weight_update_time: 0.2382346839, other_time: 3.2797088623
epoch time: 15.2871131897s, input_fired_time: 0.2029023916, output_fired_time: 0.0000000000, propagate_forward_time: 14.4950618744, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5891485214
validation[          , genome  6123] predictions:    9773/  10000 (97.73%), best:    9794/10000 (97.94%), error:       812.73175, best error:       696.54865 on epoch:    69, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 194.5036163330s, input_fired_time: 1.6182827950, output_fired_time: 1.6297903061, propagate_forward_time: 73.9895553589, propagate_backward_time: 114.0000686646, weight_update_time: 0.2386506945, other_time: 3.2659149170
epoch time: 14.5591688156s, input_fired_time: 0.2054482102, output_fired_time: 0.0000000000, propagate_forward_time: 13.7295732498, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6241474152
validation[          , genome  6123] predictions:    9771/  10000 (97.71%), best:    9794/10000 (97.94%), error:       774.38861, best error:       696.54865 on epoch:    69, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 192.1324310303s, input_fired_time: 1.6099827290, output_fired_time: 1.6146386862, propagate_forward_time: 72.8007812500, propagate_backward_time: 112.8023223877, weight_update_time: 0.2386796623, other_time: 3.3047027588
epoch time: 15.6171770096s, input_fired_time: 0.2041421831, output_fired_time: 0.0000000000, propagate_forward_time: 14.8400049210, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5730295181
validation[          , genome  6123] predictions:    9776/  10000 (97.76%), best:    9794/10000 (97.94%), error:       743.69116, best error:       696.54865 on epoch:    69, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 192.0377197266s, input_fired_time: 1.6075055599, output_fired_time: 1.6149388552, propagate_forward_time: 72.6750946045, propagate_backward_time: 112.8322906494, weight_update_time: 0.2404677421, other_time: 3.3078918457
epoch time: 15.0593357086s, input_fired_time: 0.2027064115, output_fired_time: 0.0000000000, propagate_forward_time: 14.2658967972, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5907325745
validation[          , genome  6123] predictions:    9764/  10000 (97.64%), best:    9794/10000 (97.94%), error:       808.37122, best error:       696.54865 on epoch:    69, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 193.0803222656s, input_fired_time: 1.6236532927, output_fired_time: 1.6190288067, propagate_forward_time: 73.4123229980, propagate_backward_time: 113.1412506104, weight_update_time: 0.2408840954, other_time: 3.2840576172
epoch time: 15.7192153931s, input_fired_time: 0.2040659338, output_fired_time: 0.0000000000, propagate_forward_time: 14.9468221664, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5683269501
validation[          , genome  6123] predictions:    9773/  10000 (97.73%), best:    9794/10000 (97.94%), error:       733.10272, best error:       696.54865 on epoch:    69, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 191.3564605713s, input_fired_time: 1.6106309891, output_fired_time: 1.6186124086, propagate_forward_time: 72.3574295044, propagate_backward_time: 112.4617767334, weight_update_time: 0.2383428514, other_time: 3.3080215454
epoch time: 14.5496902466s, input_fired_time: 0.2031058520, output_fired_time: 0.0000000000, propagate_forward_time: 13.7302856445, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6162986755
validation[          , genome  6123] predictions:    9796/  10000 (97.96%), best:    9794/10000 (97.94%), error:       712.90363, best error:       696.54865 on epoch:    69, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 194.1204528809s, input_fired_time: 1.6244666576, output_fired_time: 1.6211498976, propagate_forward_time: 73.9726028442, propagate_backward_time: 113.6279830933, weight_update_time: 0.2406084239, other_time: 3.2742462158
epoch time: 15.6545858383s, input_fired_time: 0.2045055628, output_fired_time: 0.0000000000, propagate_forward_time: 14.8639287949, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5861511230
validation[          , genome  6123] predictions:    9752/  10000 (97.52%), best:    9794/10000 (97.94%), error:       796.02869, best error:       696.54865 on epoch:    69, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 191.7324218750s, input_fired_time: 1.6239608526, output_fired_time: 1.6121981144, propagate_forward_time: 72.6387329102, propagate_backward_time: 112.4945983887, weight_update_time: 0.2410890013, other_time: 3.3629302979
epoch time: 15.1667928696s, input_fired_time: 0.2012107223, output_fired_time: 0.0000000000, propagate_forward_time: 14.3758354187, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5897464752
validation[          , genome  6123] predictions:    9759/  10000 (97.59%), best:    9794/10000 (97.94%), error:       782.82635, best error:       696.54865 on epoch:    69, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 192.4703521729s, input_fired_time: 1.6065919399, output_fired_time: 1.6160308123, propagate_forward_time: 73.0504226685, propagate_backward_time: 112.9338455200, weight_update_time: 0.2374228984, other_time: 3.2634582520
epoch time: 15.4566192627s, input_fired_time: 0.2054174095, output_fired_time: 0.0000000000, propagate_forward_time: 14.6717462540, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5794553757
validation[          , genome  6123] predictions:    9792/  10000 (97.92%), best:    9794/10000 (97.94%), error:       713.56677, best error:       696.54865 on epoch:    69, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 193.1249084473s, input_fired_time: 1.6215057373, output_fired_time: 1.6245528460, propagate_forward_time: 73.1740188599, propagate_backward_time: 113.4252319336, weight_update_time: 0.2405619174, other_time: 3.2795944214
epoch time: 15.5444326401s, input_fired_time: 0.2053915262, output_fired_time: 0.0000000000, propagate_forward_time: 14.7619829178, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5770578384
validation[          , genome  6123] predictions:    9767/  10000 (97.67%), best:    9794/10000 (97.94%), error:       833.22229, best error:       696.54865 on epoch:    69, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 191.0377044678s, input_fired_time: 1.6154601574, output_fired_time: 1.6161429882, propagate_forward_time: 72.4211502075, propagate_backward_time: 112.0407333374, weight_update_time: 0.2414183468, other_time: 3.3442077637
epoch time: 16.0958328247s, input_fired_time: 0.2143700272, output_fired_time: 0.0000000000, propagate_forward_time: 15.2828273773, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5986356735
validation[          , genome  6123] predictions:    9766/  10000 (97.66%), best:    9794/10000 (97.94%), error:       818.21875, best error:       696.54865 on epoch:    69, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 191.8508605957s, input_fired_time: 1.6054533720, output_fired_time: 1.6064532995, propagate_forward_time: 72.8263244629, propagate_backward_time: 112.5464706421, weight_update_time: 0.2378776670, other_time: 3.2661514282
epoch time: 15.3778209686s, input_fired_time: 0.2029670775, output_fired_time: 0.0000000000, propagate_forward_time: 14.6057357788, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5691184998
validation[          , genome  6123] predictions:    9782/  10000 (97.82%), best:    9794/10000 (97.94%), error:       736.94049, best error:       696.54865 on epoch:    69, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 194.6520385742s, input_fired_time: 1.6258810759, output_fired_time: 1.6229932308, propagate_forward_time: 74.1167221069, propagate_backward_time: 114.0279083252, weight_update_time: 0.2422967106, other_time: 3.2585372925
epoch time: 14.9474153519s, input_fired_time: 0.1980252415, output_fired_time: 0.0000000000, propagate_forward_time: 14.1792783737, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5701112747
validation[          , genome  6123] predictions:    9779/  10000 (97.79%), best:    9794/10000 (97.94%), error:       728.62750, best error:       696.54865 on epoch:    69, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 192.4056854248s, input_fired_time: 1.6044775248, output_fired_time: 1.6182912588, propagate_forward_time: 72.9464797974, propagate_backward_time: 112.9511337280, weight_update_time: 0.2373750657, other_time: 3.2853088379
epoch time: 15.4584941864s, input_fired_time: 0.2056106478, output_fired_time: 0.0000000000, propagate_forward_time: 14.6652908325, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5875930786
validation[          , genome  6123] predictions:    9684/  10000 (96.84%), best:    9794/10000 (97.94%), error:      1047.84021, best error:       696.54865 on epoch:    69, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 192.5894622803s, input_fired_time: 1.6337896585, output_fired_time: 1.6218147278, propagate_forward_time: 73.1049270630, propagate_backward_time: 112.8839569092, weight_update_time: 0.2414853275, other_time: 3.3449783325
epoch time: 14.0392704010s, input_fired_time: 0.2039726377, output_fired_time: 0.0000000000, propagate_forward_time: 13.1930179596, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6422796249
validation[          , genome  6123] predictions:    9784/  10000 (97.84%), best:    9794/10000 (97.94%), error:       769.14752, best error:       696.54865 on epoch:    69, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 191.7663726807s, input_fired_time: 1.6133114100, output_fired_time: 1.6167309284, propagate_forward_time: 72.7717895508, propagate_backward_time: 112.4704437256, weight_update_time: 0.2391152382, other_time: 3.2940979004
epoch time: 15.6141986847s, input_fired_time: 0.2034597248, output_fired_time: 0.0000000000, propagate_forward_time: 14.8417072296, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5690317154
validation[          , genome  6123] predictions:    9750/  10000 (97.50%), best:    9794/10000 (97.94%), error:       822.51648, best error:       696.54865 on epoch:    69, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 193.8850250244s, input_fired_time: 1.6374150515, output_fired_time: 1.6260386705, propagate_forward_time: 73.7200775146, propagate_backward_time: 113.5988922119, weight_update_time: 0.2434285879, other_time: 3.3025970459
epoch time: 15.2704010010s, input_fired_time: 0.2054669708, output_fired_time: 0.0000000000, propagate_forward_time: 14.4758186340, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5891151428
validation[          , genome  6123] predictions:    9781/  10000 (97.81%), best:    9794/10000 (97.94%), error:       746.64661, best error:       696.54865 on epoch:    69, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 190.7184600830s, input_fired_time: 1.6224161386, output_fired_time: 1.6179260015, propagate_forward_time: 71.8168106079, propagate_backward_time: 112.2660369873, weight_update_time: 0.2388109118, other_time: 3.3952713013
epoch time: 15.8844413757s, input_fired_time: 0.2129113078, output_fired_time: 0.0000000000, propagate_forward_time: 15.0824279785, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5891017914
validation[          , genome  6123] predictions:    9785/  10000 (97.85%), best:    9794/10000 (97.94%), error:       712.35968, best error:       696.54865 on epoch:    69, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 191.5842742920s, input_fired_time: 1.6249099970, output_fired_time: 1.6199690104, propagate_forward_time: 72.1631240845, propagate_backward_time: 112.7940216064, weight_update_time: 0.2417053431, other_time: 3.3822555542
epoch time: 15.6855630875s, input_fired_time: 0.2054861486, output_fired_time: 0.0000000000, propagate_forward_time: 14.9051322937, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5749444962
validation[          , genome  6123] predictions:    9772/  10000 (97.72%), best:    9794/10000 (97.94%), error:       729.23975, best error:       696.54865 on epoch:    69, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 192.5290679932s, input_fired_time: 1.6162452698, output_fired_time: 1.6079055071, propagate_forward_time: 73.0219726563, propagate_backward_time: 113.0045013428, weight_update_time: 0.2395255119, other_time: 3.2784423828
epoch time: 15.6441373825s, input_fired_time: 0.2071642876, output_fired_time: 0.0000000000, propagate_forward_time: 14.8672819138, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5696916580
validation[          , genome  6123] predictions:    9794/  10000 (97.94%), best:    9794/10000 (97.94%), error:       667.44476, best error:       667.44476 on epoch:    92, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 190.4635772705s, input_fired_time: 1.6062598228, output_fired_time: 1.6126742363, propagate_forward_time: 72.0113143921, propagate_backward_time: 111.9465103149, weight_update_time: 0.2363930792, other_time: 3.2868194580
epoch time: 15.5379772186s, input_fired_time: 0.2085769922, output_fired_time: 0.0000000000, propagate_forward_time: 14.7479743958, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5814256668
validation[          , genome  6123] predictions:    9795/  10000 (97.95%), best:    9794/10000 (97.94%), error:       697.56384, best error:       667.44476 on epoch:    92, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 193.4371185303s, input_fired_time: 1.6217049360, output_fired_time: 1.6227883101, propagate_forward_time: 73.5650711060, propagate_backward_time: 113.3712234497, weight_update_time: 0.2400089055, other_time: 3.2563323975
epoch time: 15.0891151428s, input_fired_time: 0.2014597654, output_fired_time: 0.0000000000, propagate_forward_time: 14.3136062622, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5740489960
validation[          , genome  6123] predictions:    9774/  10000 (97.74%), best:    9794/10000 (97.94%), error:       768.59802, best error:       667.44476 on epoch:    92, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 192.0449371338s, input_fired_time: 1.6053682566, output_fired_time: 1.6121783257, propagate_forward_time: 72.7128524780, propagate_backward_time: 112.8408889771, weight_update_time: 0.2369470894, other_time: 3.2736511230
epoch time: 15.7701597214s, input_fired_time: 0.2032585591, output_fired_time: 0.0000000000, propagate_forward_time: 15.0026121140, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5642890930
validation[          , genome  6123] predictions:    9773/  10000 (97.73%), best:    9794/10000 (97.94%), error:       719.44360, best error:       667.44476 on epoch:    92, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 191.7183227539s, input_fired_time: 1.6204781532, output_fired_time: 1.6099529266, propagate_forward_time: 72.5167617798, propagate_backward_time: 112.6528396606, weight_update_time: 0.2378391922, other_time: 3.3182830811
epoch time: 15.5536184311s, input_fired_time: 0.2057517171, output_fired_time: 0.0000000000, propagate_forward_time: 14.7612247467, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5866422653
validation[          , genome  6123] predictions:    9792/  10000 (97.92%), best:    9794/10000 (97.94%), error:       699.32574, best error:       667.44476 on epoch:    92, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 195.1515808105s, input_fired_time: 1.6425353289, output_fired_time: 1.6319744587, propagate_forward_time: 74.2975540161, propagate_backward_time: 114.2813949585, weight_update_time: 0.2421660572, other_time: 3.2981262207
epoch time: 15.2539634705s, input_fired_time: 0.2033218741, output_fired_time: 0.0000000000, propagate_forward_time: 14.4857473373, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5648946762
validation[          , genome  6123] predictions:    9784/  10000 (97.84%), best:    9794/10000 (97.94%), error:       697.85229, best error:       667.44476 on epoch:    92, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 192.9075164795s, input_fired_time: 1.6165869236, output_fired_time: 1.6226512194, propagate_forward_time: 73.1025619507, propagate_backward_time: 113.2680206299, weight_update_time: 0.2402283996, other_time: 3.2976913452
epoch time: 15.5415010452s, input_fired_time: 0.2058557421, output_fired_time: 0.0000000000, propagate_forward_time: 14.7593812943, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5762643814
validation[          , genome  6123] predictions:    9750/  10000 (97.50%), best:    9794/10000 (97.94%), error:       821.25659, best error:       667.44476 on epoch:    92, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 191.9140930176s, input_fired_time: 1.6057404280, output_fired_time: 1.6107650995, propagate_forward_time: 72.7919082642, propagate_backward_time: 112.6397476196, weight_update_time: 0.2368020415, other_time: 3.2659301758
epoch time: 15.7498722076s, input_fired_time: 0.2110210806, output_fired_time: 0.0000000000, propagate_forward_time: 14.9551963806, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5836544037
validation[          , genome  6123] predictions:    9797/  10000 (97.97%), best:    9794/10000 (97.94%), error:       710.68475, best error:       667.44476 on epoch:    92, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 194.5533905029s, input_fired_time: 1.6365869045, output_fired_time: 1.6221522093, propagate_forward_time: 73.9503173828, propagate_backward_time: 114.0585327148, weight_update_time: 0.2417050004, other_time: 3.2858123779
epoch time: 15.6734857559s, input_fired_time: 0.2019998133, output_fired_time: 0.0000000000, propagate_forward_time: 14.9100399017, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5614461899
validation[          , genome  6123] predictions:    9778/  10000 (97.78%), best:    9794/10000 (97.94%), error:       750.29688, best error:       667.44476 on epoch:    92, 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: 77.9707260132s, input_fired_time: 1.0366330147, output_fired_time: 0.0000000000, propagate_forward_time: 73.9827804565, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.9513092041
best training[          , genome  6123] predictions:   49828/  50000 (99.66%), best:    9794/10000 (97.94%), error:       939.66583, best error:       667.44476 on epoch:    92, 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: 14.7896060944s, input_fired_time: 0.2055450678, output_fired_time: 0.0000000000, propagate_forward_time: 13.9595680237, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6244926453
   testing[          , genome  6123] predictions:    9814/  10000 (98.14%), best:    9794/10000 (97.94%), error:       634.55957, best error:       667.44476 on epoch:    92, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
15:16:26 (3616): called boinc_finish(0)

</stderr_txt>
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