Nameexact_genome_1512568488_42_6119_0
Workunit2601836
Created7 Dec 2017, 18:02:26 UTC
Sent7 Dec 2017, 18:09:35 UTC
Report deadline15 Dec 2017, 10:30:18 UTC
Received9 Dec 2017, 3:32:12 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID49051
Run time4 hours 1 min 53 sec
CPU time4 hours 1 min 27 sec
Validate stateValid
Credit1,920.27
Device peak FLOPS1.56 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size156.50 MB
Peak swap size161.23 MB
Peak disk usage2.83 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
488443375
validation[          , genome  6119] predictions:    9691/  10000 (96.91%), best:    9721/10000 (97.21%), error:       970.21301, best error:       904.93762 on epoch:    11, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 130.9874725342s, input_fired_time: 1.4816336632, output_fired_time: 1.3645932674, propagate_forward_time: 49.6464538574, propagate_backward_time: 75.3550643921, weight_update_time: 0.1851142794, other_time: 3.1397323608
epoch time: 10.6842403412s, input_fired_time: 0.1845709085, output_fired_time: 0.0000000000, propagate_forward_time: 9.9518270493, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5478420258
validation[          , genome  6119] predictions:    9692/  10000 (96.92%), best:    9721/10000 (97.21%), error:      1009.73297, best error:       904.93762 on epoch:    11, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 131.3698730469s, input_fired_time: 1.4939506054, output_fired_time: 1.3713423014, propagate_forward_time: 49.7601661682, propagate_backward_time: 75.5312500000, weight_update_time: 0.1870645136, other_time: 3.2131652832
epoch time: 10.7281160355s, input_fired_time: 0.1932037175, output_fired_time: 0.0000000000, propagate_forward_time: 9.9631261826, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5717859268
validation[          , genome  6119] predictions:    9753/  10000 (97.53%), best:    9753/10000 (97.53%), error:       820.88202, best error:       820.88202 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 130.6343688965s, input_fired_time: 1.4771790504, output_fired_time: 1.3545970917, propagate_forward_time: 49.4494628906, propagate_backward_time: 75.2058715820, weight_update_time: 0.1845091134, other_time: 3.1472625732
epoch time: 10.6778059006s, input_fired_time: 0.1831501275, output_fired_time: 0.0000000000, propagate_forward_time: 9.9604911804, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5341644287
validation[          , genome  6119] predictions:    9730/  10000 (97.30%), best:    9753/10000 (97.53%), error:       871.41864, best error:       820.88202 on epoch:    16, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 130.9599914551s, input_fired_time: 1.4821313620, output_fired_time: 1.3585337400, propagate_forward_time: 49.5803909302, propagate_backward_time: 75.3831405640, weight_update_time: 0.1856831610, other_time: 3.1557922363
epoch time: 10.7550926208s, input_fired_time: 0.1870146990, output_fired_time: 0.0000000000, propagate_forward_time: 10.0228776932, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5452003479
validation[          , genome  6119] predictions:    9700/  10000 (97.00%), best:    9753/10000 (97.53%), error:      1067.59863, best error:       820.88202 on epoch:    16, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 131.0692291260s, input_fired_time: 1.4794489145, output_fired_time: 1.3610225916, propagate_forward_time: 49.6957778931, propagate_backward_time: 75.4151306152, weight_update_time: 0.1836171895, other_time: 3.1178512573
epoch time: 10.7078571320s, input_fired_time: 0.1851453781, output_fired_time: 0.0000000000, propagate_forward_time: 9.9793405533, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5433712006
validation[          , genome  6119] predictions:    9746/  10000 (97.46%), best:    9753/10000 (97.53%), error:       866.62885, best error:       820.88202 on epoch:    16, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 131.1362304688s, input_fired_time: 1.4806685448, output_fired_time: 1.3586239815, propagate_forward_time: 49.6831054688, propagate_backward_time: 75.5085983276, weight_update_time: 0.1829337031, other_time: 3.1052322388
epoch time: 10.7497186661s, input_fired_time: 0.1890058368, output_fired_time: 0.0000000000, propagate_forward_time: 10.0043163300, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5563964844
validation[          , genome  6119] predictions:    9708/  10000 (97.08%), best:    9753/10000 (97.53%), error:       929.24683, best error:       820.88202 on epoch:    16, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 130.6463317871s, input_fired_time: 1.4849854708, output_fired_time: 1.3590749502, propagate_forward_time: 49.4275283813, propagate_backward_time: 75.2201461792, weight_update_time: 0.1838876158, other_time: 3.1545944214
epoch time: 10.7142229080s, input_fired_time: 0.1879782528, output_fired_time: 0.0000000000, propagate_forward_time: 9.9764347076, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5498104095
validation[          , genome  6119] predictions:    9645/  10000 (96.45%), best:    9753/10000 (97.53%), error:      1111.89331, best error:       820.88202 on epoch:    16, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 131.0674285889s, input_fired_time: 1.4883946180, output_fired_time: 1.3587648869, propagate_forward_time: 49.4911727905, propagate_backward_time: 75.5475769043, weight_update_time: 0.1854081750, other_time: 3.1815261841
epoch time: 10.6926660538s, input_fired_time: 0.1886422634, output_fired_time: 0.0000000000, propagate_forward_time: 9.9489450455, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5550785065
validation[          , genome  6119] predictions:    9664/  10000 (96.64%), best:    9753/10000 (97.53%), error:      1059.50940, best error:       820.88202 on epoch:    16, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 131.5838317871s, input_fired_time: 1.4856524467, output_fired_time: 1.3602299690, propagate_forward_time: 49.6925239563, propagate_backward_time: 75.8910675049, weight_update_time: 0.1851895750, other_time: 3.1543579102
epoch time: 10.6668510437s, input_fired_time: 0.1866788566, output_fired_time: 0.0000000000, propagate_forward_time: 9.9310169220, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5491552353
validation[          , genome  6119] predictions:    9673/  10000 (96.73%), best:    9753/10000 (97.53%), error:      1044.38074, best error:       820.88202 on epoch:    16, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 131.6350250244s, input_fired_time: 1.4887512922, output_fired_time: 1.3652154207, propagate_forward_time: 49.7531661987, propagate_backward_time: 75.8512954712, weight_update_time: 0.1861859262, other_time: 3.1765899658
epoch time: 10.5800561905s, input_fired_time: 0.1854274422, output_fired_time: 0.0000000000, propagate_forward_time: 9.8476362228, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5469923019
validation[          , genome  6119] predictions:    9724/  10000 (97.24%), best:    9753/10000 (97.53%), error:       906.48206, best error:       820.88202 on epoch:    16, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 131.8452453613s, input_fired_time: 1.4892488718, output_fired_time: 1.3625477552, propagate_forward_time: 49.8509445190, propagate_backward_time: 76.0006561279, weight_update_time: 0.1845961660, other_time: 3.1418533325
epoch time: 10.6407289505s, input_fired_time: 0.1851263791, output_fired_time: 0.0000000000, propagate_forward_time: 9.9013929367, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5542097092
validation[          , genome  6119] predictions:    9706/  10000 (97.06%), best:    9753/10000 (97.53%), error:       937.06757, best error:       820.88202 on epoch:    16, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 131.0786285400s, input_fired_time: 1.4819588661, output_fired_time: 1.3514180183, propagate_forward_time: 49.3996124268, propagate_backward_time: 75.7134933472, weight_update_time: 0.1845936328, other_time: 3.1321334839
epoch time: 10.5186672211s, input_fired_time: 0.1860500276, output_fired_time: 0.0000000000, propagate_forward_time: 9.7883348465, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5442819595
validation[          , genome  6119] predictions:    9740/  10000 (97.40%), best:    9753/10000 (97.53%), error:       830.33173, best error:       820.88202 on epoch:    16, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 131.2052917480s, input_fired_time: 1.4903091192, output_fired_time: 1.3614808321, propagate_forward_time: 49.5394439697, propagate_backward_time: 75.6583023071, weight_update_time: 0.1848552674, other_time: 3.1557540894
epoch time: 10.7529821396s, input_fired_time: 0.1873392612, output_fired_time: 0.0000000000, propagate_forward_time: 10.0134029388, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5522403717
validation[          , genome  6119] predictions:    9751/  10000 (97.51%), best:    9753/10000 (97.53%), error:       864.39703, best error:       820.88202 on epoch:    16, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 131.9220733643s, input_fired_time: 1.4906529188, output_fired_time: 1.3580398560, propagate_forward_time: 49.7967872620, propagate_backward_time: 76.1464309692, weight_update_time: 0.1846955121, other_time: 3.1301803589
epoch time: 10.6339416504s, input_fired_time: 0.1870234013, output_fired_time: 0.0000000000, propagate_forward_time: 9.8961429596, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5507755280
validation[          , genome  6119] predictions:    9749/  10000 (97.49%), best:    9749/10000 (97.49%), error:       799.47491, best error:       799.47491 on epoch:    28, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 131.9821929932s, input_fired_time: 1.4850510359, output_fired_time: 1.3588351011, propagate_forward_time: 49.8028678894, propagate_backward_time: 76.2179870605, weight_update_time: 0.1840447187, other_time: 3.1174468994
epoch time: 10.6521301270s, input_fired_time: 0.1849482656, output_fired_time: 0.0000000000, propagate_forward_time: 9.9281482697, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5390338898
validation[          , genome  6119] predictions:    9711/  10000 (97.11%), best:    9749/10000 (97.49%), error:       988.43988, best error:       799.47491 on epoch:    28, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 131.3151092529s, input_fired_time: 1.4814677238, output_fired_time: 1.3466149569, propagate_forward_time: 49.5745429993, propagate_backward_time: 75.8325424194, weight_update_time: 0.1812195480, other_time: 3.0799484253
epoch time: 10.7196540833s, input_fired_time: 0.1874288768, output_fired_time: 0.0000000000, propagate_forward_time: 9.9868545532, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5453710556
validation[          , genome  6119] predictions:    9724/  10000 (97.24%), best:    9749/10000 (97.49%), error:       893.54608, best error:       799.47491 on epoch:    28, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 132.2500762939s, input_fired_time: 1.4861987829, output_fired_time: 1.3622773886, propagate_forward_time: 49.8414154053, propagate_backward_time: 76.4523315430, weight_update_time: 0.1826700419, other_time: 3.1078491211
epoch time: 10.6580362320s, input_fired_time: 0.1865369678, output_fired_time: 0.0000000000, propagate_forward_time: 9.9307527542, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5407466888
validation[          , genome  6119] predictions:    9742/  10000 (97.42%), best:    9749/10000 (97.49%), error:       850.67871, best error:       799.47491 on epoch:    28, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 132.0433197021s, input_fired_time: 1.4904541969, output_fired_time: 1.3588590622, propagate_forward_time: 49.7638168335, propagate_backward_time: 76.3113555908, weight_update_time: 0.1832301617, other_time: 3.1188430786
epoch time: 10.4525375366s, input_fired_time: 0.1852226704, output_fired_time: 0.0000000000, propagate_forward_time: 9.7189598083, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5483551025
validation[          , genome  6119] predictions:    9703/  10000 (97.03%), best:    9749/10000 (97.49%), error:       944.84491, best error:       799.47491 on epoch:    28, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 132.1968841553s, input_fired_time: 1.4872560501, output_fired_time: 1.3553328514, propagate_forward_time: 49.6954727173, propagate_backward_time: 76.5418472290, weight_update_time: 0.1831487268, other_time: 3.1169738770
epoch time: 10.7045383453s, input_fired_time: 0.1865825057, output_fired_time: 0.0000000000, propagate_forward_time: 9.9780378342, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5399179459
validation[          , genome  6119] predictions:    9712/  10000 (97.12%), best:    9749/10000 (97.49%), error:       922.43616, best error:       799.47491 on epoch:    28, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 132.5074157715s, input_fired_time: 1.4848448038, output_fired_time: 1.3608227968, propagate_forward_time: 49.8749732971, propagate_backward_time: 76.7171249390, weight_update_time: 0.1821534485, other_time: 3.0696487427
epoch time: 10.6300354004s, input_fired_time: 0.1875164211, output_fired_time: 0.0000000000, propagate_forward_time: 9.8925771713, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5499420166
validation[          , genome  6119] predictions:    9705/  10000 (97.05%), best:    9749/10000 (97.49%), error:       952.07117, best error:       799.47491 on epoch:    28, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 132.3390350342s, input_fired_time: 1.4801623821, output_fired_time: 1.3553988934, propagate_forward_time: 49.7017593384, propagate_backward_time: 76.7569656372, weight_update_time: 0.1807454377, other_time: 3.0447540283
epoch time: 10.6792449951s, input_fired_time: 0.1863373071, output_fired_time: 0.0000000000, propagate_forward_time: 9.9542112350, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5386962891
validation[          , genome  6119] predictions:    9735/  10000 (97.35%), best:    9749/10000 (97.49%), error:       889.64990, best error:       799.47491 on epoch:    28, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 131.6770629883s, input_fired_time: 1.4843713045, output_fired_time: 1.3514621258, propagate_forward_time: 49.4155769348, propagate_backward_time: 76.3399963379, weight_update_time: 0.1819936931, other_time: 3.0856628418
epoch time: 10.7378425598s, input_fired_time: 0.1890022457, output_fired_time: 0.0000000000, propagate_forward_time: 9.9938373566, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5550031662
validation[          , genome  6119] predictions:    9725/  10000 (97.25%), best:    9749/10000 (97.49%), error:       888.95801, best error:       799.47491 on epoch:    28, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 131.5884399414s, input_fired_time: 1.4845621586, output_fired_time: 1.3467769623, propagate_forward_time: 49.5188598633, propagate_backward_time: 76.1510848999, weight_update_time: 0.1806691587, other_time: 3.0871658325
epoch time: 10.7434844971s, input_fired_time: 0.1888747364, output_fired_time: 0.0000000000, propagate_forward_time: 10.0098037720, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5448055267
validation[          , genome  6119] predictions:    9675/  10000 (96.75%), best:    9749/10000 (97.49%), error:      1055.07202, best error:       799.47491 on epoch:    28, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 131.4878845215s, input_fired_time: 1.4827306271, output_fired_time: 1.3505204916, propagate_forward_time: 49.3239173889, propagate_backward_time: 76.2674560547, weight_update_time: 0.1809123158, other_time: 3.0632629395
epoch time: 10.7197847366s, input_fired_time: 0.1888675839, output_fired_time: 0.0000000000, propagate_forward_time: 9.9861240387, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5447931290
validation[          , genome  6119] predictions:    9698/  10000 (96.98%), best:    9749/10000 (97.49%), error:       942.15753, best error:       799.47491 on epoch:    28, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 132.1932678223s, input_fired_time: 1.4863276482, output_fired_time: 1.3519201279, propagate_forward_time: 49.5420761108, propagate_backward_time: 76.7382049561, weight_update_time: 0.1815994829, other_time: 3.0747451782
epoch time: 10.6222381592s, input_fired_time: 0.1885004938, output_fired_time: 0.0000000000, propagate_forward_time: 9.8875284195, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5462093353
validation[          , genome  6119] predictions:    9674/  10000 (96.74%), best:    9749/10000 (97.49%), error:      1031.45105, best error:       799.47491 on epoch:    28, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 132.2840881348s, input_fired_time: 1.4903548956, output_fired_time: 1.3532787561, propagate_forward_time: 49.5497894287, propagate_backward_time: 76.8188552856, weight_update_time: 0.1813583076, other_time: 3.0718154907
epoch time: 10.7125635147s, input_fired_time: 0.1888419688, output_fired_time: 0.0000000000, propagate_forward_time: 9.9803562164, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5433654785
validation[          , genome  6119] predictions:    9734/  10000 (97.34%), best:    9749/10000 (97.49%), error:       857.82886, best error:       799.47491 on epoch:    28, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 131.0906982422s, input_fired_time: 1.4854468107, output_fired_time: 1.3383922577, propagate_forward_time: 49.1051292419, propagate_backward_time: 76.0984039307, weight_update_time: 0.1805227250, other_time: 3.0633239746
epoch time: 10.6008739471s, input_fired_time: 0.1911782771, output_fired_time: 0.0000000000, propagate_forward_time: 9.8495779037, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5601177216
validation[          , genome  6119] predictions:    9715/  10000 (97.15%), best:    9749/10000 (97.49%), error:       934.26239, best error:       799.47491 on epoch:    28, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 132.5198364258s, input_fired_time: 1.4894387722, output_fired_time: 1.3549462557, propagate_forward_time: 49.6941833496, propagate_backward_time: 76.9089736938, weight_update_time: 0.1812717766, other_time: 3.0722885132
epoch time: 10.6797285080s, input_fired_time: 0.1903447062, output_fired_time: 0.0000000000, propagate_forward_time: 9.9526815414, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5367021561
validation[          , genome  6119] predictions:    9743/  10000 (97.43%), best:    9749/10000 (97.49%), error:       808.02551, best error:       799.47491 on epoch:    28, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 132.1744384766s, input_fired_time: 1.4909629822, output_fired_time: 1.3500907421, propagate_forward_time: 49.4276046753, propagate_backward_time: 76.8119049072, weight_update_time: 0.1822752953, other_time: 3.0938644409
epoch time: 10.6803808212s, input_fired_time: 0.1904118210, output_fired_time: 0.0000000000, propagate_forward_time: 9.9397668839, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5502023697
validation[          , genome  6119] predictions:    9739/  10000 (97.39%), best:    9749/10000 (97.49%), error:       835.72003, best error:       799.47491 on epoch:    28, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 132.2099914551s, input_fired_time: 1.4961946011, output_fired_time: 1.3518216610, propagate_forward_time: 49.6016921997, propagate_backward_time: 76.6892852783, weight_update_time: 0.1813844591, other_time: 3.0709915161
epoch time: 9.9608268738s, input_fired_time: 0.1815803051, output_fired_time: 0.0000000000, propagate_forward_time: 9.2479295731, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5313167572
validation[          , genome  6119] predictions:    9755/  10000 (97.55%), best:    9749/10000 (97.49%), error:       832.80304, best error:       799.47491 on epoch:    28, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 132.6563568115s, input_fired_time: 1.4988578558, output_fired_time: 1.3559166193, propagate_forward_time: 49.7109489441, propagate_backward_time: 77.0055084229, weight_update_time: 0.1821898073, other_time: 3.0851287842
epoch time: 10.6978321075s, input_fired_time: 0.1888527721, output_fired_time: 0.0000000000, propagate_forward_time: 9.9575166702, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5514631271
validation[          , genome  6119] predictions:    9740/  10000 (97.40%), best:    9749/10000 (97.49%), error:       835.88867, best error:       799.47491 on epoch:    28, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 131.5546112061s, input_fired_time: 1.4884792566, output_fired_time: 1.3465260267, propagate_forward_time: 49.3028373718, propagate_backward_time: 76.3480224609, weight_update_time: 0.1822236329, other_time: 3.0687408447
epoch time: 10.6369657516s, input_fired_time: 0.1891148835, output_fired_time: 0.0000000000, propagate_forward_time: 9.9056129456, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5422382355
validation[          , genome  6119] predictions:    9745/  10000 (97.45%), best:    9749/10000 (97.49%), error:       871.25421, best error:       799.47491 on epoch:    28, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 132.5321197510s, input_fired_time: 1.4925246239, output_fired_time: 1.3551253080, propagate_forward_time: 49.5903358459, propagate_backward_time: 77.0196228027, weight_update_time: 0.1815349460, other_time: 3.0745239258
epoch time: 10.3941736221s, input_fired_time: 0.1863638908, output_fired_time: 0.0000000000, propagate_forward_time: 9.6707000732, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5371093750
validation[          , genome  6119] predictions:    9751/  10000 (97.51%), best:    9751/10000 (97.51%), error:       762.84656, best error:       762.84656 on epoch:    47, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 132.0317687988s, input_fired_time: 1.4932439327, output_fired_time: 1.3443063498, propagate_forward_time: 49.4873924255, propagate_backward_time: 76.6462402344, weight_update_time: 0.1804536879, other_time: 3.0605926514
epoch time: 10.7452535629s, input_fired_time: 0.1877565533, output_fired_time: 0.0000000000, propagate_forward_time: 10.0266847610, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5308122635
validation[          , genome  6119] predictions:    9713/  10000 (97.13%), best:    9751/10000 (97.51%), error:       884.90991, best error:       762.84656 on epoch:    47, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 132.8282928467s, input_fired_time: 1.4954301119, output_fired_time: 1.3511885405, propagate_forward_time: 49.7272033691, propagate_backward_time: 77.1993408203, weight_update_time: 0.1806589663, other_time: 3.0551300049
epoch time: 10.6968326569s, input_fired_time: 0.1902228743, output_fired_time: 0.0000000000, propagate_forward_time: 9.9698305130, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5367794037
validation[          , genome  6119] predictions:    9736/  10000 (97.36%), best:    9751/10000 (97.51%), error:       933.80756, best error:       762.84656 on epoch:    47, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 132.8281860352s, input_fired_time: 1.4953281879, output_fired_time: 1.3531504869, propagate_forward_time: 49.6979408264, propagate_backward_time: 77.2303237915, weight_update_time: 0.1805437058, other_time: 3.0514450073
epoch time: 10.6196432114s, input_fired_time: 0.1882961541, output_fired_time: 0.0000000000, propagate_forward_time: 9.8908596039, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5404872894
validation[          , genome  6119] predictions:    9725/  10000 (97.25%), best:    9751/10000 (97.51%), error:       936.81970, best error:       762.84656 on epoch:    47, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 132.1193237305s, input_fired_time: 1.4939092398, output_fired_time: 1.3485682011, propagate_forward_time: 49.3735733032, propagate_backward_time: 76.8589477539, weight_update_time: 0.1801387519, other_time: 3.0443191528
epoch time: 10.7569332123s, input_fired_time: 0.1899263859, output_fired_time: 0.0000000000, propagate_forward_time: 10.0298795700, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5371274948
validation[          , genome  6119] predictions:    9733/  10000 (97.33%), best:    9751/10000 (97.51%), error:       906.07501, best error:       762.84656 on epoch:    47, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 133.1293487549s, input_fired_time: 1.4952616692, output_fired_time: 1.3586723804, propagate_forward_time: 49.8179092407, propagate_backward_time: 77.4105987549, weight_update_time: 0.1813731343, other_time: 3.0469131470
epoch time: 10.7192029953s, input_fired_time: 0.1911337078, output_fired_time: 0.0000000000, propagate_forward_time: 9.9859857559, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5420837402
validation[          , genome  6119] predictions:    9754/  10000 (97.54%), best:    9751/10000 (97.51%), error:       824.49823, best error:       762.84656 on epoch:    47, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 132.8858489990s, input_fired_time: 1.5037016869, output_fired_time: 1.3556586504, propagate_forward_time: 49.7391510010, propagate_backward_time: 77.2091522217, weight_update_time: 0.1810818762, other_time: 3.0781860352
epoch time: 10.6857938766s, input_fired_time: 0.1901813895, output_fired_time: 0.0000000000, propagate_forward_time: 9.9598932266, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5357189178
validation[          , genome  6119] predictions:    9745/  10000 (97.45%), best:    9751/10000 (97.51%), error:       828.18396, best error:       762.84656 on epoch:    47, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 132.4025268555s, input_fired_time: 1.4923819304, output_fired_time: 1.3471344709, propagate_forward_time: 49.4751510620, propagate_backward_time: 77.0576705933, weight_update_time: 0.1797015369, other_time: 3.0301818848
epoch time: 10.7359580994s, input_fired_time: 0.1876188517, output_fired_time: 0.0000000000, propagate_forward_time: 10.0195569992, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5287818909
validation[          , genome  6119] predictions:    9727/  10000 (97.27%), best:    9751/10000 (97.51%), error:       864.33655, best error:       762.84656 on epoch:    47, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 130.8687133789s, input_fired_time: 1.4844992161, output_fired_time: 1.3347327709, propagate_forward_time: 48.8722229004, propagate_backward_time: 76.1671371460, weight_update_time: 0.1781312376, other_time: 3.0101242065
epoch time: 10.6104087830s, input_fired_time: 0.1887293607, output_fired_time: 0.0000000000, propagate_forward_time: 9.8797836304, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5418958664
validation[          , genome  6119] predictions:    9737/  10000 (97.37%), best:    9751/10000 (97.51%), error:       899.21088, best error:       762.84656 on epoch:    47, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 132.6353912354s, input_fired_time: 1.4979404211, output_fired_time: 1.3525235653, propagate_forward_time: 49.6547584534, propagate_backward_time: 77.0875625610, weight_update_time: 0.1811755896, other_time: 3.0426101685
epoch time: 10.3316135406s, input_fired_time: 0.1905070096, output_fired_time: 0.0000000000, propagate_forward_time: 9.6080303192, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5330762863
validation[          , genome  6119] predictions:    9705/  10000 (97.05%), best:    9751/10000 (97.51%), error:       986.34131, best error:       762.84656 on epoch:    47, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 132.7341156006s, input_fired_time: 1.4983795881, output_fired_time: 1.3445457220, propagate_forward_time: 49.5869636536, propagate_backward_time: 77.2889175415, weight_update_time: 0.1800077260, other_time: 3.0153121948
epoch time: 10.6378078461s, input_fired_time: 0.1892858595, output_fired_time: 0.0000000000, propagate_forward_time: 9.9150238037, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5334978104
validation[          , genome  6119] predictions:    9738/  10000 (97.38%), best:    9751/10000 (97.51%), error:       882.44397, best error:       762.84656 on epoch:    47, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 132.1210632324s, input_fired_time: 1.4919213057, output_fired_time: 1.3411340714, propagate_forward_time: 49.3961868286, propagate_backward_time: 76.8744354248, weight_update_time: 0.1793415993, other_time: 3.0173721313
epoch time: 10.2643260956s, input_fired_time: 0.1862538755, output_fired_time: 0.0000000000, propagate_forward_time: 9.5441875458, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5338850021
validation[          , genome  6119] predictions:    9722/  10000 (97.22%), best:    9751/10000 (97.51%), error:       882.48859, best error:       762.84656 on epoch:    47, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 132.5942535400s, input_fired_time: 1.4983308315, output_fired_time: 1.3511179686, propagate_forward_time: 49.5747909546, propagate_backward_time: 77.1519470215, weight_update_time: 0.1796902567, other_time: 3.0180587769
epoch time: 10.7036666870s, input_fired_time: 0.1896299273, output_fired_time: 0.0000000000, propagate_forward_time: 9.9821071625, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5319299698
validation[          , genome  6119] predictions:    9711/  10000 (97.11%), best:    9751/10000 (97.51%), error:       995.16211, best error:       762.84656 on epoch:    47, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 132.4282531738s, input_fired_time: 1.5023220778, output_fired_time: 1.3462316990, propagate_forward_time: 49.6339378357, propagate_backward_time: 76.9133529663, weight_update_time: 0.1796022058, other_time: 3.0324020386
epoch time: 10.7437772751s, input_fired_time: 0.1931207478, output_fired_time: 0.0000000000, propagate_forward_time: 10.0039224625, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5467338562
validation[          , genome  6119] predictions:    9742/  10000 (97.42%), best:    9751/10000 (97.51%), error:       841.56311, best error:       762.84656 on epoch:    47, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 133.0602722168s, input_fired_time: 1.5025693178, output_fired_time: 1.3522596359, propagate_forward_time: 49.7287597656, propagate_backward_time: 77.4543685913, weight_update_time: 0.1801510453, other_time: 3.0223159790
epoch time: 10.3785791397s, input_fired_time: 0.1859543622, output_fired_time: 0.0000000000, propagate_forward_time: 9.6655569077, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5270681381
validation[          , genome  6119] predictions:    9747/  10000 (97.47%), best:    9751/10000 (97.51%), error:       842.35114, best error:       762.84656 on epoch:    47, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 132.2117156982s, input_fired_time: 1.4993728399, output_fired_time: 1.3496929407, propagate_forward_time: 49.3560180664, propagate_backward_time: 76.9732666016, weight_update_time: 0.1800697297, other_time: 3.0333709717
epoch time: 10.6107673645s, input_fired_time: 0.1878584921, output_fired_time: 0.0000000000, propagate_forward_time: 9.8989953995, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5239133835
validation[          , genome  6119] predictions:    9734/  10000 (97.34%), best:    9751/10000 (97.51%), error:       840.88989, best error:       762.84656 on epoch:    47, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 132.7463989258s, input_fired_time: 1.5016657114, output_fired_time: 1.3502483368, propagate_forward_time: 49.5567207336, propagate_backward_time: 77.2970123291, weight_update_time: 0.1801659763, other_time: 3.0407562256
epoch time: 10.7730493546s, input_fired_time: 0.1932733208, output_fired_time: 0.0000000000, propagate_forward_time: 10.0323209763, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5474548340
validation[          , genome  6119] predictions:    9717/  10000 (97.17%), best:    9751/10000 (97.51%), error:       882.04590, best error:       762.84656 on epoch:    47, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 133.3290252686s, input_fired_time: 1.5111806393, output_fired_time: 1.3557302952, propagate_forward_time: 49.7290611267, propagate_backward_time: 77.6746139526, weight_update_time: 0.1806595773, other_time: 3.0584335327
epoch time: 10.6780548096s, input_fired_time: 0.1894610226, output_fired_time: 0.0000000000, propagate_forward_time: 9.9657602310, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5228338242
validation[          , genome  6119] predictions:    9705/  10000 (97.05%), best:    9751/10000 (97.51%), error:       979.00116, best error:       762.84656 on epoch:    47, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 132.8503723145s, input_fired_time: 1.5013561249, output_fired_time: 1.3475532532, propagate_forward_time: 49.6627426147, propagate_backward_time: 77.3075103760, weight_update_time: 0.1807189435, other_time: 3.0312118530
epoch time: 10.6536588669s, input_fired_time: 0.1908843368, output_fired_time: 0.0000000000, propagate_forward_time: 9.9174413681, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5453329086
validation[          , genome  6119] predictions:    9751/  10000 (97.51%), best:    9751/10000 (97.51%), error:       866.43481, best error:       762.84656 on epoch:    47, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 133.2416687012s, input_fired_time: 1.5018242598, output_fired_time: 1.3537729979, propagate_forward_time: 49.8043289185, propagate_backward_time: 77.5717086792, weight_update_time: 0.1805520207, other_time: 3.0100250244
epoch time: 10.7296047211s, input_fired_time: 0.1928519011, output_fired_time: 0.0000000000, propagate_forward_time: 9.9967594147, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5399932861
validation[          , genome  6119] predictions:    9590/  10000 (95.90%), best:    9751/10000 (97.51%), error:      1351.60669, best error:       762.84656 on epoch:    47, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 133.1347351074s, input_fired_time: 1.5048167706, output_fired_time: 1.3524113894, propagate_forward_time: 49.7818374634, propagate_backward_time: 77.4526901245, weight_update_time: 0.1818494648, other_time: 3.0429687500
epoch time: 10.6100845337s, input_fired_time: 0.1888271421, output_fired_time: 0.0000000000, propagate_forward_time: 9.8919315338, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5293254852
validation[          , genome  6119] predictions:    9733/  10000 (97.33%), best:    9751/10000 (97.51%), error:       897.89362, best error:       762.84656 on epoch:    47, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 131.8297882080s, input_fired_time: 1.4966976643, output_fired_time: 1.3463965654, propagate_forward_time: 49.1654434204, propagate_backward_time: 76.8007507324, weight_update_time: 0.1804543138, other_time: 3.0205001831
epoch time: 10.7512664795s, input_fired_time: 0.1906278580, output_fired_time: 0.0000000000, propagate_forward_time: 10.0191307068, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5415077209
validation[          , genome  6119] predictions:    9726/  10000 (97.26%), best:    9751/10000 (97.51%), error:       936.41949, best error:       762.84656 on epoch:    47, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 132.9757537842s, input_fired_time: 1.5054920912, output_fired_time: 1.3543710709, propagate_forward_time: 49.6477813721, propagate_backward_time: 77.4411773682, weight_update_time: 0.1808895022, other_time: 3.0269317627
epoch time: 10.6425790787s, input_fired_time: 0.1905986667, output_fired_time: 0.0000000000, propagate_forward_time: 9.9170742035, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5349063873
validation[          , genome  6119] predictions:    9731/  10000 (97.31%), best:    9751/10000 (97.51%), error:       832.65314, best error:       762.84656 on epoch:    47, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 131.9688568115s, input_fired_time: 1.4978876114, output_fired_time: 1.3440328836, propagate_forward_time: 49.0717849731, propagate_backward_time: 77.0221405029, weight_update_time: 0.1808971763, other_time: 3.0329971313
epoch time: 10.7180566788s, input_fired_time: 0.1916707754, output_fired_time: 0.0000000000, propagate_forward_time: 9.9978733063, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5285129547
validation[          , genome  6119] predictions:    9729/  10000 (97.29%), best:    9751/10000 (97.51%), error:       876.87622, best error:       762.84656 on epoch:    47, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 133.3278656006s, input_fired_time: 1.5095276833, output_fired_time: 1.3522325754, propagate_forward_time: 49.7541580200, propagate_backward_time: 77.6737060547, weight_update_time: 0.1815126389, other_time: 3.0382461548
epoch time: 10.7440280914s, input_fired_time: 0.1924623400, output_fired_time: 0.0000000000, propagate_forward_time: 10.0114269257, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5401391983
validation[          , genome  6119] predictions:    9734/  10000 (97.34%), best:    9751/10000 (97.51%), error:       872.65771, best error:       762.84656 on epoch:    47, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 133.1271057129s, input_fired_time: 1.5099748373, output_fired_time: 1.3508489132, propagate_forward_time: 49.6845741272, propagate_backward_time: 77.5257797241, weight_update_time: 0.1825688481, other_time: 3.0559310913
epoch time: 10.6858043671s, input_fired_time: 0.1932323724, output_fired_time: 0.0000000000, propagate_forward_time: 9.9612579346, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5313138962
validation[          , genome  6119] predictions:    9712/  10000 (97.12%), best:    9751/10000 (97.51%), error:       874.69531, best error:       762.84656 on epoch:    47, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 132.2895812988s, input_fired_time: 1.5056002140, output_fired_time: 1.3433030844, propagate_forward_time: 49.5401992798, propagate_backward_time: 76.8723144531, weight_update_time: 0.1815520525, other_time: 3.0281600952
epoch time: 10.7664651871s, input_fired_time: 0.1900293231, output_fired_time: 0.0000000000, propagate_forward_time: 10.0329751968, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5434608459
validation[          , genome  6119] predictions:    9638/  10000 (96.38%), best:    9751/10000 (97.51%), error:      1207.47095, best error:       762.84656 on epoch:    47, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 132.0347442627s, input_fired_time: 1.5029277802, output_fired_time: 1.3505609035, propagate_forward_time: 49.3307685852, propagate_backward_time: 76.8254928589, weight_update_time: 0.1808757335, other_time: 3.0250015259
epoch time: 10.2691240311s, input_fired_time: 0.1890964508, output_fired_time: 0.0000000000, propagate_forward_time: 9.5498104095, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5302171707
validation[          , genome  6119] predictions:    9739/  10000 (97.39%), best:    9751/10000 (97.51%), error:       853.72638, best error:       762.84656 on epoch:    47, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 133.1771545410s, input_fired_time: 1.5110009909, output_fired_time: 1.3479144573, propagate_forward_time: 49.6890487671, propagate_backward_time: 77.5874328613, weight_update_time: 0.1817717403, other_time: 3.0417556763
epoch time: 10.6994085312s, input_fired_time: 0.1941089332, output_fired_time: 0.0000000000, propagate_forward_time: 9.9672441483, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5380554199
validation[          , genome  6119] predictions:    9731/  10000 (97.31%), best:    9751/10000 (97.51%), error:       882.90637, best error:       762.84656 on epoch:    47, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 133.0815277100s, input_fired_time: 1.5141870975, output_fired_time: 1.3513463736, propagate_forward_time: 49.7966995239, propagate_backward_time: 77.3487396240, weight_update_time: 0.1829078943, other_time: 3.0705490112
epoch time: 10.7278480530s, input_fired_time: 0.1934571564, output_fired_time: 0.0000000000, propagate_forward_time: 9.9963855743, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5380048752
validation[          , genome  6119] predictions:    9702/  10000 (97.02%), best:    9751/10000 (97.51%), error:       951.59210, best error:       762.84656 on epoch:    47, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 132.9679718018s, input_fired_time: 1.5075920820, output_fired_time: 1.3472790718, propagate_forward_time: 49.6555290222, propagate_backward_time: 77.4179153442, weight_update_time: 0.1820768863, other_time: 3.0396499634
epoch time: 10.6173973083s, input_fired_time: 0.1906493157, output_fired_time: 0.0000000000, propagate_forward_time: 9.9019269943, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5248212814
validation[          , genome  6119] predictions:    9722/  10000 (97.22%), best:    9751/10000 (97.51%), error:       918.54633, best error:       762.84656 on epoch:    47, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 133.2267150879s, input_fired_time: 1.5150244236, output_fired_time: 1.3514740467, propagate_forward_time: 49.7002258301, propagate_backward_time: 77.6140060425, weight_update_time: 0.1826585680, other_time: 3.0459823608
epoch time: 10.7220315933s, input_fired_time: 0.1921899319, output_fired_time: 0.0000000000, propagate_forward_time: 9.9856719971, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5441694260
validation[          , genome  6119] predictions:    9743/  10000 (97.43%), best:    9751/10000 (97.51%), error:       899.55042, best error:       762.84656 on epoch:    47, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 133.3090972900s, input_fired_time: 1.5188441277, output_fired_time: 1.3524976969, propagate_forward_time: 49.7256278992, propagate_backward_time: 77.6518554688, weight_update_time: 0.1830435991, other_time: 3.0602722168
epoch time: 10.6845359802s, input_fired_time: 0.1937269419, output_fired_time: 0.0000000000, propagate_forward_time: 9.9582424164, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5325670242
validation[          , genome  6119] predictions:    9658/  10000 (96.58%), best:    9751/10000 (97.51%), error:      1060.24084, best error:       762.84656 on epoch:    47, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 132.6882171631s, input_fired_time: 1.4996476173, output_fired_time: 1.3488764763, propagate_forward_time: 49.3994216919, propagate_backward_time: 77.3894577026, weight_update_time: 0.1820190549, other_time: 3.0508117676
epoch time: 10.6464376450s, input_fired_time: 0.1933060735, output_fired_time: 0.0000000000, propagate_forward_time: 9.9208993912, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5322322845
validation[          , genome  6119] predictions:    9738/  10000 (97.38%), best:    9751/10000 (97.51%), error:       869.62170, best error:       762.84656 on epoch:    47, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 132.9087371826s, input_fired_time: 1.5101131201, output_fired_time: 1.3480479717, propagate_forward_time: 49.5428886414, propagate_backward_time: 77.4561691284, weight_update_time: 0.1822428107, other_time: 3.0515060425
epoch time: 10.6537799835s, input_fired_time: 0.1943710446, output_fired_time: 0.0000000000, propagate_forward_time: 9.9180793762, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5413293839
validation[          , genome  6119] predictions:    9701/  10000 (97.01%), best:    9751/10000 (97.51%), error:       950.60632, best error:       762.84656 on epoch:    47, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 132.5052337646s, input_fired_time: 1.5154302120, output_fired_time: 1.3460484743, propagate_forward_time: 49.3428802490, propagate_backward_time: 77.2335739136, weight_update_time: 0.1832100749, other_time: 3.0672988892
epoch time: 10.7465600967s, input_fired_time: 0.1949020028, output_fired_time: 0.0000000000, propagate_forward_time: 10.0138378143, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5378198624
validation[          , genome  6119] predictions:    9693/  10000 (96.93%), best:    9751/10000 (97.51%), error:      1028.92566, best error:       762.84656 on epoch:    47, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 133.2303314209s, input_fired_time: 1.5166257620, output_fired_time: 1.3525000811, propagate_forward_time: 49.7208251953, propagate_backward_time: 77.6075210571, weight_update_time: 0.1829970926, other_time: 3.0328598022
epoch time: 10.7025899887s, input_fired_time: 0.1913472265, output_fired_time: 0.0000000000, propagate_forward_time: 9.9804973602, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5307455063
validation[          , genome  6119] predictions:    9743/  10000 (97.43%), best:    9751/10000 (97.51%), error:       828.20319, best error:       762.84656 on epoch:    47, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 131.9427490234s, input_fired_time: 1.5135933161, output_fired_time: 1.3410654068, propagate_forward_time: 49.2634773254, propagate_backward_time: 76.8077392578, weight_update_time: 0.1819859594, other_time: 3.0168762207
epoch time: 10.6574668884s, input_fired_time: 0.1949532181, output_fired_time: 0.0000000000, propagate_forward_time: 9.9274501801, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5350637436
validation[          , genome  6119] predictions:    9746/  10000 (97.46%), best:    9751/10000 (97.51%), error:       803.61523, best error:       762.84656 on epoch:    47, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 133.7535400391s, input_fired_time: 1.5330781937, output_fired_time: 1.3539172411, propagate_forward_time: 49.9201316833, propagate_backward_time: 77.8796615601, weight_update_time: 0.1853647232, other_time: 3.0667495728
epoch time: 10.8729228973s, input_fired_time: 0.1995049268, output_fired_time: 0.0000000000, propagate_forward_time: 10.1222877502, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5511302948
validation[          , genome  6119] predictions:    9724/  10000 (97.24%), best:    9751/10000 (97.51%), error:       882.47034, best error:       762.84656 on epoch:    47, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 132.9488067627s, input_fired_time: 1.5141404867, output_fired_time: 1.3516092300, propagate_forward_time: 49.5444412231, propagate_backward_time: 77.4992141724, weight_update_time: 0.1838716269, other_time: 3.0393981934
epoch time: 10.5830297470s, input_fired_time: 0.1924091130, output_fired_time: 0.0000000000, propagate_forward_time: 9.8513269424, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5392932892
validation[          , genome  6119] predictions:    9710/  10000 (97.10%), best:    9751/10000 (97.51%), error:       951.28479, best error:       762.84656 on epoch:    47, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 132.7997589111s, input_fired_time: 1.5177594423, output_fired_time: 1.3503845930, propagate_forward_time: 49.4907760620, propagate_backward_time: 77.4013748169, weight_update_time: 0.1847062111, other_time: 3.0394592285
epoch time: 10.7209014893s, input_fired_time: 0.1964370012, output_fired_time: 0.0000000000, propagate_forward_time: 9.9849462509, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5395183563
validation[          , genome  6119] predictions:    9711/  10000 (97.11%), best:    9751/10000 (97.51%), error:       942.65607, best error:       762.84656 on epoch:    47, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 132.8387756348s, input_fired_time: 1.5169113874, output_fired_time: 1.3447724581, propagate_forward_time: 49.5892677307, propagate_backward_time: 77.3517608643, weight_update_time: 0.1843247414, other_time: 3.0360717773
epoch time: 10.6519346237s, input_fired_time: 0.1932707876, output_fired_time: 0.0000000000, propagate_forward_time: 9.9246692657, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5339946747
validation[          , genome  6119] predictions:    9741/  10000 (97.41%), best:    9751/10000 (97.51%), error:       853.87976, best error:       762.84656 on epoch:    47, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 131.4919586182s, input_fired_time: 1.5121290684, output_fired_time: 1.3370305300, propagate_forward_time: 49.0538024902, propagate_backward_time: 76.5393295288, weight_update_time: 0.1844461262, other_time: 3.0496597290
epoch time: 10.7486648560s, input_fired_time: 0.1944545060, output_fired_time: 0.0000000000, propagate_forward_time: 10.0211448669, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5330657959
validation[          , genome  6119] predictions:    9737/  10000 (97.37%), best:    9751/10000 (97.51%), error:       844.61383, best error:       762.84656 on epoch:    47, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 132.6995697021s, input_fired_time: 1.5238875151, output_fired_time: 1.3488140106, propagate_forward_time: 49.6468582153, propagate_backward_time: 77.1086883545, weight_update_time: 0.1861546189, other_time: 3.0713272095
epoch time: 10.7113456726s, input_fired_time: 0.1942445785, output_fired_time: 0.0000000000, propagate_forward_time: 9.9835357666, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5335655212
validation[          , genome  6119] predictions:    9711/  10000 (97.11%), best:    9751/10000 (97.51%), error:       967.75928, best error:       762.84656 on epoch:    47, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 133.5584259033s, input_fired_time: 1.5227080584, output_fired_time: 1.3562929630, propagate_forward_time: 49.8732070923, propagate_backward_time: 77.7510986328, weight_update_time: 0.1870306432, other_time: 3.0551223755
epoch time: 10.6405496597s, input_fired_time: 0.1914921105, output_fired_time: 0.0000000000, propagate_forward_time: 9.9192256927, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5298318863
validation[          , genome  6119] predictions:    9730/  10000 (97.30%), best:    9751/10000 (97.51%), error:       920.94513, best error:       762.84656 on epoch:    47, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 133.6681671143s, input_fired_time: 1.5235480070, output_fired_time: 1.3528823853, propagate_forward_time: 49.9781532288, propagate_backward_time: 77.7772979736, weight_update_time: 0.1865400672, other_time: 3.0363006592
epoch time: 10.6532144547s, input_fired_time: 0.1931161433, output_fired_time: 0.0000000000, propagate_forward_time: 9.9199781418, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5401201248
validation[          , genome  6119] predictions:    9725/  10000 (97.25%), best:    9751/10000 (97.51%), error:       914.98706, best error:       762.84656 on epoch:    47, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 133.4942169189s, input_fired_time: 1.5249862671, output_fired_time: 1.3556410074, propagate_forward_time: 49.9319152832, propagate_backward_time: 77.6229553223, weight_update_time: 0.1868452132, other_time: 3.0587310791
epoch time: 10.5918502808s, input_fired_time: 0.1940387487, output_fired_time: 0.0000000000, propagate_forward_time: 9.8602609634, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5375509262
validation[          , genome  6119] predictions:    9718/  10000 (97.18%), best:    9751/10000 (97.51%), error:       907.68530, best error:       762.84656 on epoch:    47, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 133.1796417236s, input_fired_time: 1.5188899040, output_fired_time: 1.3495910168, propagate_forward_time: 49.6707801819, propagate_backward_time: 77.6034927368, weight_update_time: 0.1868734211, other_time: 3.0368881226
epoch time: 10.7051649094s, input_fired_time: 0.1970395893, output_fired_time: 0.0000000000, propagate_forward_time: 9.9750156403, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5331096649
validation[          , genome  6119] predictions:    9726/  10000 (97.26%), best:    9751/10000 (97.51%), error:       897.70587, best error:       762.84656 on epoch:    47, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 132.7899169922s, input_fired_time: 1.5256960392, output_fired_time: 1.3470828533, propagate_forward_time: 49.4186439514, propagate_backward_time: 77.4337692261, weight_update_time: 0.1878605783, other_time: 3.0647354126
epoch time: 10.6895990372s, input_fired_time: 0.1949793100, output_fired_time: 0.0000000000, propagate_forward_time: 9.9647045135, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5299148560
validation[          , genome  6119] predictions:    9745/  10000 (97.45%), best:    9751/10000 (97.51%), error:       815.31110, best error:       762.84656 on epoch:    47, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 132.9308013916s, input_fired_time: 1.5282754898, output_fired_time: 1.3480683565, propagate_forward_time: 49.6277999878, propagate_backward_time: 77.3656768799, weight_update_time: 0.1878457069, other_time: 3.0609817505
epoch time: 10.6954870224s, input_fired_time: 0.1971860528, output_fired_time: 0.0000000000, propagate_forward_time: 9.9515762329, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5467243195
validation[          , genome  6119] predictions:    9731/  10000 (97.31%), best:    9751/10000 (97.51%), error:       893.95020, best error:       762.84656 on epoch:    47, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 131.2943725586s, input_fired_time: 1.5158309937, output_fired_time: 1.3357259035, propagate_forward_time: 48.8846549988, propagate_backward_time: 76.5157394409, weight_update_time: 0.1855119914, other_time: 3.0424118042
epoch time: 10.7017316818s, input_fired_time: 0.1948840767, output_fired_time: 0.0000000000, propagate_forward_time: 9.9632596970, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5435876846
validation[          , genome  6119] predictions:    9741/  10000 (97.41%), best:    9751/10000 (97.51%), error:       900.35486, best error:       762.84656 on epoch:    47, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 133.0968780518s, input_fired_time: 1.5265840292, output_fired_time: 1.3524655104, propagate_forward_time: 49.5879898071, propagate_backward_time: 77.5713348389, weight_update_time: 0.1879613250, other_time: 3.0585098267
epoch time: 10.6460046768s, input_fired_time: 0.1942763627, output_fired_time: 0.0000000000, propagate_forward_time: 9.9269943237, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5247335434
validation[          , genome  6119] predictions:    9684/  10000 (96.84%), best:    9751/10000 (97.51%), error:      1053.51599, best error:       762.84656 on epoch:    47, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 133.3369445801s, input_fired_time: 1.5269082785, output_fired_time: 1.3579654694, propagate_forward_time: 49.7966880798, propagate_backward_time: 77.6237258911, weight_update_time: 0.1875922233, other_time: 3.0316543579
epoch time: 10.6759452820s, input_fired_time: 0.1964590102, output_fired_time: 0.0000000000, propagate_forward_time: 9.9376754761, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5418109894
validation[          , genome  6119] predictions:    9734/  10000 (97.34%), best:    9751/10000 (97.51%), error:       870.75385, best error:       762.84656 on epoch:    47, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 133.2802886963s, input_fired_time: 1.5271455050, output_fired_time: 1.3513753414, propagate_forward_time: 49.7420578003, propagate_backward_time: 77.6323242188, weight_update_time: 0.1878568828, other_time: 3.0273818970
epoch time: 10.6487741470s, input_fired_time: 0.1945487261, output_fired_time: 0.0000000000, propagate_forward_time: 9.9104928970, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5437326431
validation[          , genome  6119] predictions:    9698/  10000 (96.98%), best:    9751/10000 (97.51%), error:       990.27106, best error:       762.84656 on epoch:    47, 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: 53.5600357056s, input_fired_time: 0.9505059719, output_fired_time: 0.0000000000, propagate_forward_time: 49.8228683472, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.7866630554
best training[          , genome  6119] predictions:   49537/  50000 (99.07%), best:    9751/10000 (97.51%), error:      1742.10938, best error:       762.84656 on epoch:    47, 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: 10.5417985916s, input_fired_time: 0.1874324679, output_fired_time: 0.0000000000, propagate_forward_time: 9.8198041916, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5345621109
   testing[          , genome  6119] predictions:    9770/  10000 (97.70%), best:    9751/10000 (97.51%), error:       756.99872, best error:       762.84656 on epoch:    47, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
11:31:31 (8104): called boinc_finish(0)

</stderr_txt>
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