Nameexact_genome_1512568488_44_7082_1
Workunit2606690
Created7 Dec 2017, 23:40:41 UTC
Sent7 Dec 2017, 23:51:12 UTC
Report deadline15 Dec 2017, 8:45:07 UTC
Received8 Dec 2017, 12:19:20 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID65413
Run time2 hours 50 min 51 sec
CPU time2 hours 50 min 51 sec
Validate stateValid
Credit1,842.70
Device peak FLOPS3.74 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size150.59 MB
Peak swap size152.47 MB
Peak disk usage1.12 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
384625077, learning_rate: 0.0064167744, weight_decay: 0.0002566710

epoch time: 91.0025482178s, input_fired_time: 0.9725375772, output_fired_time: 0.6563366055, propagate_forward_time: 34.9078941345, propagate_backward_time: 52.0614204407, weight_update_time: 0.0970851630, other_time: 2.4043655396
epoch time: 7.4122605324s, input_fired_time: 0.1099368557, output_fired_time: 0.0000000000, propagate_forward_time: 6.9073286057, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3949952126
validation[          , genome  7082] predictions:    9635/  10000 (96.35%), best:    9691/10000 (96.91%), error:      1159.06458, best error:      1071.40894 on epoch:     6, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 97.3417053223s, input_fired_time: 1.0158370733, output_fired_time: 0.6907949448, propagate_forward_time: 37.4272117615, propagate_backward_time: 55.6754989624, weight_update_time: 0.1028297469, other_time: 2.5323600769
epoch time: 7.7277746201s, input_fired_time: 0.1131230295, output_fired_time: 0.0000000000, propagate_forward_time: 7.1904139519, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4242377281
validation[          , genome  7082] predictions:    9684/  10000 (96.84%), best:    9684/10000 (96.84%), error:      1044.67151, best error:      1044.67151 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 97.2466354370s, input_fired_time: 1.0119081736, output_fired_time: 0.6890324950, propagate_forward_time: 37.5704269409, propagate_backward_time: 55.5405464172, weight_update_time: 0.1012614593, other_time: 2.4347190857
epoch time: 8.2445192337s, input_fired_time: 0.1181299761, output_fired_time: 0.0000000000, propagate_forward_time: 7.7027339935, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4236555099
validation[          , genome  7082] predictions:    9416/  10000 (94.16%), best:    9684/10000 (96.84%), error:      1947.10266, best error:      1044.67151 on epoch:    15, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 90.0039672852s, input_fired_time: 0.9677435756, output_fired_time: 0.6511396170, propagate_forward_time: 34.8434982300, propagate_backward_time: 51.3520393372, weight_update_time: 0.0950385481, other_time: 2.1895484924
epoch time: 6.7466788292s, input_fired_time: 0.1006379053, output_fired_time: 0.0000000000, propagate_forward_time: 6.2911939621, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3548469543
validation[          , genome  7082] predictions:    9668/  10000 (96.68%), best:    9684/10000 (96.84%), error:      1127.63147, best error:      1044.67151 on epoch:    15, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 94.8163452148s, input_fired_time: 0.9865936637, output_fired_time: 0.6759505868, propagate_forward_time: 36.3782844543, propagate_backward_time: 54.5366897583, weight_update_time: 0.0984453708, other_time: 2.2388267517
epoch time: 7.6826453209s, input_fired_time: 0.1097001508, output_fired_time: 0.0000000000, propagate_forward_time: 7.1861996651, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3867454529
validation[          , genome  7082] predictions:    9626/  10000 (96.26%), best:    9684/10000 (96.84%), error:      1213.50574, best error:      1044.67151 on epoch:    15, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 92.1987609863s, input_fired_time: 0.9785236716, output_fired_time: 0.6685124040, propagate_forward_time: 35.4260101318, propagate_backward_time: 52.9228401184, weight_update_time: 0.0958735943, other_time: 2.2028770447
epoch time: 9.5350074768s, input_fired_time: 0.1309680194, output_fired_time: 0.0000000000, propagate_forward_time: 8.9456338882, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4584054947
validation[          , genome  7082] predictions:    9640/  10000 (96.40%), best:    9684/10000 (96.84%), error:      1129.20581, best error:      1044.67151 on epoch:    15, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 100.1561660767s, input_fired_time: 1.0420465469, output_fired_time: 0.7101241946, propagate_forward_time: 38.7306976318, propagate_backward_time: 57.2795944214, weight_update_time: 0.1058192402, other_time: 2.3937072754
epoch time: 7.8262262344s, input_fired_time: 0.1169334278, output_fired_time: 0.0000000000, propagate_forward_time: 7.3111233711, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3981695175
validation[          , genome  7082] predictions:    9693/  10000 (96.93%), best:    9693/10000 (96.93%), error:      1003.80591, best error:      1003.80591 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 88.8718261719s, input_fired_time: 0.9860996008, output_fired_time: 0.6317999959, propagate_forward_time: 34.5610198975, propagate_backward_time: 50.4283447266, weight_update_time: 0.0996085852, other_time: 2.2645645142
epoch time: 7.2611761093s, input_fired_time: 0.1099834219, output_fired_time: 0.0000000000, propagate_forward_time: 6.7694993019, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3816933632
validation[          , genome  7082] predictions:    9642/  10000 (96.42%), best:    9693/10000 (96.93%), error:      1123.61914, best error:      1003.80591 on epoch:    20, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 104.1397399902s, input_fired_time: 1.0618337393, output_fired_time: 0.7236100435, propagate_forward_time: 39.9103584290, propagate_backward_time: 59.9510612488, weight_update_time: 0.1120024398, other_time: 2.4928741455
epoch time: 9.6484594345s, input_fired_time: 0.1379240453, output_fired_time: 0.0000000000, propagate_forward_time: 9.0404386520, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4700965881
validation[          , genome  7082] predictions:    9639/  10000 (96.39%), best:    9693/10000 (96.93%), error:      1194.77722, best error:      1003.80591 on epoch:    20, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 115.6564865112s, input_fired_time: 1.1338952780, output_fired_time: 0.8032832146, propagate_forward_time: 44.8046035767, propagate_backward_time: 66.2551116943, weight_update_time: 0.1193232909, other_time: 2.6595916748
epoch time: 6.6327900887s, input_fired_time: 0.0993564799, output_fired_time: 0.0000000000, propagate_forward_time: 6.1857333183, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3477001190
validation[          , genome  7082] predictions:    9694/  10000 (96.94%), best:    9694/10000 (96.94%), error:       986.91284, best error:       986.91284 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 90.3329162598s, input_fired_time: 0.9902714491, output_fired_time: 0.6489787698, propagate_forward_time: 35.0810661316, propagate_backward_time: 51.3638191223, weight_update_time: 0.0996120274, other_time: 2.2487792969
epoch time: 7.2528600693s, input_fired_time: 0.1097095460, output_fired_time: 0.0000000000, propagate_forward_time: 6.7693400383, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3738102913
validation[          , genome  7082] predictions:    9693/  10000 (96.93%), best:    9694/10000 (96.94%), error:      1015.18396, best error:       986.91284 on epoch:    23, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 81.0070953369s, input_fired_time: 0.9154446721, output_fired_time: 0.5953984857, propagate_forward_time: 31.2221012115, propagate_backward_time: 46.2919731140, weight_update_time: 0.0856488496, other_time: 1.9821815491
epoch time: 6.5179038048s, input_fired_time: 0.0959444121, output_fired_time: 0.0000000000, propagate_forward_time: 6.0827474594, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3392119408
validation[          , genome  7082] predictions:    9674/  10000 (96.74%), best:    9694/10000 (96.94%), error:      1037.55493, best error:       986.91284 on epoch:    23, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 87.3199920654s, input_fired_time: 0.9518161416, output_fired_time: 0.6418021917, propagate_forward_time: 33.5068969727, propagate_backward_time: 50.0985260010, weight_update_time: 0.0918976963, other_time: 2.1209564209
epoch time: 8.1096200943s, input_fired_time: 0.1174745932, output_fired_time: 0.0000000000, propagate_forward_time: 7.5819787979, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4101667404
validation[          , genome  7082] predictions:    9657/  10000 (96.57%), best:    9694/10000 (96.94%), error:      1154.11792, best error:       986.91284 on epoch:    23, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 90.9685516357s, input_fired_time: 0.9856688380, output_fired_time: 0.6581029296, propagate_forward_time: 35.0591316223, propagate_backward_time: 52.0176773071, weight_update_time: 0.0954307392, other_time: 2.2479667664
epoch time: 7.5443181992s, input_fired_time: 0.1145295426, output_fired_time: 0.0000000000, propagate_forward_time: 7.0263066292, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4034819603
validation[          , genome  7082] predictions:    9424/  10000 (94.24%), best:    9694/10000 (96.94%), error:      1952.36365, best error:       986.91284 on epoch:    23, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 85.8100280762s, input_fired_time: 0.9524233341, output_fired_time: 0.6210042238, propagate_forward_time: 32.9756507874, propagate_backward_time: 49.0885047913, weight_update_time: 0.0912476704, other_time: 2.1724472046
epoch time: 7.4507837296s, input_fired_time: 0.1139196232, output_fired_time: 0.0000000000, propagate_forward_time: 6.9013795853, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4354844093
validation[          , genome  7082] predictions:    9661/  10000 (96.61%), best:    9694/10000 (96.94%), error:      1073.93030, best error:       986.91284 on epoch:    23, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 90.8328857422s, input_fired_time: 0.9807552695, output_fired_time: 0.6554550529, propagate_forward_time: 34.9858779907, propagate_backward_time: 51.9412002563, weight_update_time: 0.0949583501, other_time: 2.2695922852
epoch time: 7.2582788467s, input_fired_time: 0.1089051887, output_fired_time: 0.0000000000, propagate_forward_time: 6.7655510902, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3838224411
validation[          , genome  7082] predictions:    9618/  10000 (96.18%), best:    9694/10000 (96.94%), error:      1228.71460, best error:       986.91284 on epoch:    23, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 99.2365036011s, input_fired_time: 1.0257173777, output_fired_time: 0.7058103681, propagate_forward_time: 38.0166854858, propagate_backward_time: 57.1298408508, weight_update_time: 0.1030643433, other_time: 2.3584480286
epoch time: 8.0365314484s, input_fired_time: 0.1166870520, output_fired_time: 0.0000000000, propagate_forward_time: 7.5146636963, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4051809311
validation[          , genome  7082] predictions:    9677/  10000 (96.77%), best:    9694/10000 (96.94%), error:      1042.68823, best error:       986.91284 on epoch:    23, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 85.5372924805s, input_fired_time: 0.9452741742, output_fired_time: 0.6257718801, propagate_forward_time: 32.8962516785, propagate_backward_time: 48.9810028076, weight_update_time: 0.0899982154, other_time: 2.0889930725
epoch time: 6.6728687286s, input_fired_time: 0.1015861407, output_fired_time: 0.0000000000, propagate_forward_time: 6.2282471657, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3430352211
validation[          , genome  7082] predictions:    9639/  10000 (96.39%), best:    9694/10000 (96.94%), error:      1200.51819, best error:       986.91284 on epoch:    23, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 82.1960601807s, input_fired_time: 0.9180306196, output_fired_time: 0.6007028222, propagate_forward_time: 31.4304428101, propagate_backward_time: 47.2266693115, weight_update_time: 0.0878764689, other_time: 2.0202178955
epoch time: 8.4035549164s, input_fired_time: 0.1212692484, output_fired_time: 0.0000000000, propagate_forward_time: 7.8618588448, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4204268456
validation[          , genome  7082] predictions:    9596/  10000 (95.96%), best:    9694/10000 (96.94%), error:      1283.66284, best error:       986.91284 on epoch:    23, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 110.0378189087s, input_fired_time: 1.1084072590, output_fired_time: 0.7650988102, propagate_forward_time: 42.4671974182, propagate_backward_time: 63.1237030029, weight_update_time: 0.1155981869, other_time: 2.5734100342
epoch time: 7.3518538475s, input_fired_time: 0.1118725464, output_fired_time: 0.0000000000, propagate_forward_time: 6.8585748672, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3814063072
validation[          , genome  7082] predictions:    9731/  10000 (97.31%), best:    9731/10000 (97.31%), error:       942.27972, best error:       942.27972 on epoch:    33, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 103.5810775757s, input_fired_time: 1.0728662014, output_fired_time: 0.7317522764, propagate_forward_time: 39.7717247009, propagate_backward_time: 59.5180969238, weight_update_time: 0.1109187901, other_time: 2.4866371155
epoch time: 9.6578683853s, input_fired_time: 0.1400067806, output_fired_time: 0.0000000000, propagate_forward_time: 9.0465745926, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4712867737
validation[          , genome  7082] predictions:    9669/  10000 (96.69%), best:    9731/10000 (97.31%), error:      1067.76135, best error:       942.27972 on epoch:    33, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 107.5078735352s, input_fired_time: 1.0991772413, output_fired_time: 0.7531319857, propagate_forward_time: 41.3734703064, propagate_backward_time: 61.7365608215, weight_update_time: 0.1133124158, other_time: 2.5455284119
epoch time: 9.6482763290s, input_fired_time: 0.1341981590, output_fired_time: 0.0000000000, propagate_forward_time: 9.0519275665, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4621505737
validation[          , genome  7082] predictions:    9689/  10000 (96.89%), best:    9731/10000 (97.31%), error:      1008.38062, best error:       942.27972 on epoch:    33, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 107.9648208618s, input_fired_time: 1.1002807617, output_fired_time: 0.7550382614, propagate_forward_time: 41.4853553772, propagate_backward_time: 62.0672798157, weight_update_time: 0.1136850789, other_time: 2.5568656921
epoch time: 9.0406389236s, input_fired_time: 0.1299294084, output_fired_time: 0.0000000000, propagate_forward_time: 8.4698123932, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4408969879
validation[          , genome  7082] predictions:    9716/  10000 (97.16%), best:    9716/10000 (97.16%), error:       909.71893, best error:       909.71893 on epoch:    36, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 99.1749114990s, input_fired_time: 1.0428593159, output_fired_time: 0.7043899298, propagate_forward_time: 38.4110527039, propagate_backward_time: 56.6426620483, weight_update_time: 0.1052738801, other_time: 2.3739433289
epoch time: 7.2487235069s, input_fired_time: 0.1116832495, output_fired_time: 0.0000000000, propagate_forward_time: 6.7583065033, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3787336349
validation[          , genome  7082] predictions:    9700/  10000 (97.00%), best:    9716/10000 (97.16%), error:       988.49500, best error:       909.71893 on epoch:    36, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 87.7079010010s, input_fired_time: 0.9635879993, output_fired_time: 0.6355670691, propagate_forward_time: 33.5414314270, propagate_backward_time: 50.4250450134, weight_update_time: 0.0932396427, other_time: 2.1422729492
epoch time: 6.9694805145s, input_fired_time: 0.1058962122, output_fired_time: 0.0000000000, propagate_forward_time: 6.4992880821, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3642964363
validation[          , genome  7082] predictions:    9652/  10000 (96.52%), best:    9716/10000 (97.16%), error:      1100.75891, best error:       909.71893 on epoch:    36, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 82.3494796753s, input_fired_time: 0.9325891137, output_fired_time: 0.6075471640, propagate_forward_time: 31.6486473083, propagate_backward_time: 47.1246948242, weight_update_time: 0.0877681524, other_time: 2.0360069275
epoch time: 7.2153072357s, input_fired_time: 0.1097617298, output_fired_time: 0.0000000000, propagate_forward_time: 6.7326974869, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3728480339
validation[          , genome  7082] predictions:    9634/  10000 (96.34%), best:    9716/10000 (97.16%), error:      1241.27429, best error:       909.71893 on epoch:    36, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 85.5071258545s, input_fired_time: 0.9506490231, output_fired_time: 0.6257783175, propagate_forward_time: 32.8560218811, propagate_backward_time: 48.9166221619, weight_update_time: 0.0913685262, other_time: 2.1580581665
epoch time: 8.6541528702s, input_fired_time: 0.1244172826, output_fired_time: 0.0000000000, propagate_forward_time: 8.0891656876, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4405698776
validation[          , genome  7082] predictions:    9665/  10000 (96.65%), best:    9716/10000 (97.16%), error:      1093.83179, best error:       909.71893 on epoch:    36, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 88.4728469849s, input_fired_time: 0.9723259211, output_fired_time: 0.6379852295, propagate_forward_time: 34.1288795471, propagate_backward_time: 50.5391731262, weight_update_time: 0.0909064263, other_time: 2.1944808960
epoch time: 6.6016011238s, input_fired_time: 0.0995152444, output_fired_time: 0.0000000000, propagate_forward_time: 6.1592545509, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3428311348
validation[          , genome  7082] predictions:    9708/  10000 (97.08%), best:    9716/10000 (97.16%), error:       916.44232, best error:       909.71893 on epoch:    36, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 87.9225769043s, input_fired_time: 0.9901385903, output_fired_time: 0.6354400516, propagate_forward_time: 34.1143836975, propagate_backward_time: 49.9859352112, weight_update_time: 0.0928733572, other_time: 2.1966857910
epoch time: 7.4208388329s, input_fired_time: 0.1118019670, output_fired_time: 0.0000000000, propagate_forward_time: 6.9215745926, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3874621391
validation[          , genome  7082] predictions:    9710/  10000 (97.10%), best:    9716/10000 (97.16%), error:       959.26831, best error:       909.71893 on epoch:    36, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 102.0643005371s, input_fired_time: 1.0617910624, output_fired_time: 0.7174010873, propagate_forward_time: 39.1237411499, propagate_backward_time: 58.8032417297, weight_update_time: 0.1046256423, other_time: 2.3581275940
epoch time: 7.2990579605s, input_fired_time: 0.1111423075, output_fired_time: 0.0000000000, propagate_forward_time: 6.8136644363, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3742513657
validation[          , genome  7082] predictions:    9648/  10000 (96.48%), best:    9716/10000 (97.16%), error:      1080.50439, best error:       909.71893 on epoch:    36, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 109.2391967773s, input_fired_time: 1.1126866341, output_fired_time: 0.7570326328, propagate_forward_time: 42.1354713440, propagate_backward_time: 62.7257041931, weight_update_time: 0.1117092073, other_time: 2.5083045959
epoch time: 6.7792034149s, input_fired_time: 0.1028890833, output_fired_time: 0.0000000000, propagate_forward_time: 6.3182721138, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3580422401
validation[          , genome  7082] predictions:    9691/  10000 (96.91%), best:    9716/10000 (97.16%), error:       993.22571, best error:       909.71893 on epoch:    36, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 100.6692276001s, input_fired_time: 1.0555952787, output_fired_time: 0.7090678215, propagate_forward_time: 39.0723304749, propagate_backward_time: 57.5281143188, weight_update_time: 0.1017825827, other_time: 2.3041191101
epoch time: 8.2227573395s, input_fired_time: 0.1180833727, output_fired_time: 0.0000000000, propagate_forward_time: 7.7049512863, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3997230530
validation[          , genome  7082] predictions:    9733/  10000 (97.33%), best:    9716/10000 (97.16%), error:       916.51355, best error:       909.71893 on epoch:    36, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 106.9356689453s, input_fired_time: 1.0951547623, output_fired_time: 0.7449558973, propagate_forward_time: 41.3108215332, propagate_backward_time: 61.3819808960, weight_update_time: 0.1075632125, other_time: 2.4027557373
epoch time: 7.4199957848s, input_fired_time: 0.1087875813, output_fired_time: 0.0000000000, propagate_forward_time: 6.9380197525, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3731884956
validation[          , genome  7082] predictions:    9647/  10000 (96.47%), best:    9716/10000 (97.16%), error:      1105.20068, best error:       909.71893 on epoch:    36, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 95.8212966919s, input_fired_time: 1.0189707279, output_fired_time: 0.6729569435, propagate_forward_time: 36.6668663025, propagate_backward_time: 55.2256240845, weight_update_time: 0.0991886631, other_time: 2.2368736267
epoch time: 8.9615793228s, input_fired_time: 0.1277204901, output_fired_time: 0.0000000000, propagate_forward_time: 8.4019222260, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4319362640
validation[          , genome  7082] predictions:    9701/  10000 (97.01%), best:    9716/10000 (97.16%), error:       965.27051, best error:       909.71893 on epoch:    36, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 100.3933181763s, input_fired_time: 1.0612866879, output_fired_time: 0.7068626881, propagate_forward_time: 38.9521369934, propagate_backward_time: 57.3418846130, weight_update_time: 0.1026622504, other_time: 2.3311462402
epoch time: 6.5179209709s, input_fired_time: 0.0999819562, output_fired_time: 0.0000000000, propagate_forward_time: 6.0833344460, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3346047401
validation[          , genome  7082] predictions:    9690/  10000 (96.90%), best:    9716/10000 (97.16%), error:       978.53143, best error:       909.71893 on epoch:    36, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 102.9573440552s, input_fired_time: 1.0699436665, output_fired_time: 0.7192987204, propagate_forward_time: 39.5064315796, propagate_backward_time: 59.3192405701, weight_update_time: 0.1038571075, other_time: 2.3424263000
epoch time: 8.1706380844s, input_fired_time: 0.1181328967, output_fired_time: 0.0000000000, propagate_forward_time: 7.6518125534, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4006929398
validation[          , genome  7082] predictions:    9710/  10000 (97.10%), best:    9716/10000 (97.16%), error:       940.62939, best error:       909.71893 on epoch:    36, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 112.5069503784s, input_fired_time: 1.1363351345, output_fired_time: 0.7816790342, propagate_forward_time: 43.4083671570, propagate_backward_time: 64.6639251709, weight_update_time: 0.1137121096, other_time: 2.5166473389
epoch time: 7.2692451477s, input_fired_time: 0.1099368483, output_fired_time: 0.0000000000, propagate_forward_time: 6.7913308144, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3679776192
validation[          , genome  7082] predictions:    9688/  10000 (96.88%), best:    9716/10000 (97.16%), error:      1014.05713, best error:       909.71893 on epoch:    36, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 106.1362915039s, input_fired_time: 1.1117149591, output_fired_time: 0.7432420850, propagate_forward_time: 41.0090560913, propagate_backward_time: 60.8347854614, weight_update_time: 0.1070574149, other_time: 2.4374923706
epoch time: 6.9065461159s, input_fired_time: 0.1060022414, output_fired_time: 0.0000000000, propagate_forward_time: 6.4378089905, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3627347946
validation[          , genome  7082] predictions:    9732/  10000 (97.32%), best:    9732/10000 (97.32%), error:       889.71973, best error:       889.71973 on epoch:    51, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 105.2358245850s, input_fired_time: 1.0932326317, output_fired_time: 0.7365783453, propagate_forward_time: 40.6745605469, propagate_backward_time: 60.2876014709, weight_update_time: 0.1079640985, other_time: 2.4438514709
epoch time: 8.0356702805s, input_fired_time: 0.1188254654, output_fired_time: 0.0000000000, propagate_forward_time: 7.5112690926, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4055757523
validation[          , genome  7082] predictions:    9707/  10000 (97.07%), best:    9732/10000 (97.32%), error:       969.37604, best error:       889.71973 on epoch:    51, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 102.7342376709s, input_fired_time: 1.0722347498, output_fired_time: 0.7318000197, propagate_forward_time: 39.2546424866, propagate_backward_time: 59.2425727844, weight_update_time: 0.1057649180, other_time: 2.4329910278
epoch time: 9.6503314972s, input_fired_time: 0.1385713220, output_fired_time: 0.0000000000, propagate_forward_time: 9.0496082306, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4621515274
validation[          , genome  7082] predictions:    9728/  10000 (97.28%), best:    9728/10000 (97.28%), error:       889.33337, best error:       889.33337 on epoch:    53, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 110.2933197021s, input_fired_time: 1.1390585899, output_fired_time: 0.7671477795, propagate_forward_time: 42.8040161133, propagate_backward_time: 62.9984207153, weight_update_time: 0.1116356030, other_time: 2.5846710205
epoch time: 7.2539095879s, input_fired_time: 0.1098669395, output_fired_time: 0.0000000000, propagate_forward_time: 6.7634258270, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3806166649
validation[          , genome  7082] predictions:    9749/  10000 (97.49%), best:    9749/10000 (97.49%), error:       880.16412, best error:       880.16412 on epoch:    54, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 89.7090835571s, input_fired_time: 0.9915667176, output_fired_time: 0.6526098847, propagate_forward_time: 34.5272140503, propagate_backward_time: 51.3851165771, weight_update_time: 0.0944636166, other_time: 2.1525726318
epoch time: 7.3221592903s, input_fired_time: 0.1110946238, output_fired_time: 0.0000000000, propagate_forward_time: 6.8406372070, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3704276085
validation[          , genome  7082] predictions:    9735/  10000 (97.35%), best:    9735/10000 (97.35%), error:       869.74469, best error:       869.74469 on epoch:    55, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 89.6453170776s, input_fired_time: 0.9913622141, output_fired_time: 0.6430974007, propagate_forward_time: 34.4601097107, propagate_backward_time: 51.3640060425, weight_update_time: 0.0954994485, other_time: 2.1867408752
epoch time: 7.3647198677s, input_fired_time: 0.1123424172, output_fired_time: 0.0000000000, propagate_forward_time: 6.8787460327, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3736314774
validation[          , genome  7082] predictions:    9705/  10000 (97.05%), best:    9735/10000 (97.35%), error:      1014.62488, best error:       869.74469 on epoch:    55, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 95.5088348389s, input_fired_time: 1.0325748920, output_fired_time: 0.6750587225, propagate_forward_time: 36.9671478271, propagate_backward_time: 54.5854454041, weight_update_time: 0.1008340865, other_time: 2.2486076355
epoch time: 9.6605892181s, input_fired_time: 0.1377889067, output_fired_time: 0.0000000000, propagate_forward_time: 9.0639886856, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4588117599
validation[          , genome  7082] predictions:    9717/  10000 (97.17%), best:    9735/10000 (97.35%), error:       924.28943, best error:       869.74469 on epoch:    55, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 94.0891265869s, input_fired_time: 1.0252733231, output_fired_time: 0.6697393656, propagate_forward_time: 36.3336296082, propagate_backward_time: 53.8431205750, weight_update_time: 0.0972097367, other_time: 2.2173614502
epoch time: 6.7294330597s, input_fired_time: 0.1060016230, output_fired_time: 0.0000000000, propagate_forward_time: 6.2693696022, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3540616035
validation[          , genome  7082] predictions:    9693/  10000 (96.93%), best:    9735/10000 (97.35%), error:       986.00610, best error:       869.74469 on epoch:    55, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 106.9440383911s, input_fired_time: 1.0963376760, output_fired_time: 0.7436571717, propagate_forward_time: 41.0044326782, propagate_backward_time: 61.7013778687, weight_update_time: 0.1076540500, other_time: 2.3982315063
epoch time: 9.6463727951s, input_fired_time: 0.1371962577, output_fired_time: 0.0000000000, propagate_forward_time: 9.0506696701, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4585065842
validation[          , genome  7082] predictions:    9700/  10000 (97.00%), best:    9735/10000 (97.35%), error:       972.70911, best error:       869.74469 on epoch:    55, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 102.9066314697s, input_fired_time: 1.0830153227, output_fired_time: 0.7209289670, propagate_forward_time: 40.2304191589, propagate_backward_time: 58.5094833374, weight_update_time: 0.1054136530, other_time: 2.3627815247
epoch time: 8.5092782974s, input_fired_time: 0.1235159859, output_fired_time: 0.0000000000, propagate_forward_time: 7.9689078331, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4168543816
validation[          , genome  7082] predictions:    9721/  10000 (97.21%), best:    9735/10000 (97.35%), error:       891.16705, best error:       869.74469 on epoch:    55, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 82.0160903931s, input_fired_time: 0.9388320446, output_fired_time: 0.5964671969, propagate_forward_time: 31.3261585236, propagate_backward_time: 47.1671676636, weight_update_time: 0.0836834162, other_time: 1.9874649048
epoch time: 6.6458950043s, input_fired_time: 0.1031473801, output_fired_time: 0.0000000000, propagate_forward_time: 6.1902675629, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3524799347
validation[          , genome  7082] predictions:    9637/  10000 (96.37%), best:    9735/10000 (97.35%), error:      1147.44104, best error:       869.74469 on epoch:    55, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 82.5609130859s, input_fired_time: 0.9421610236, output_fired_time: 0.6019980907, propagate_forward_time: 31.4631366730, propagate_backward_time: 47.5671272278, weight_update_time: 0.0835957974, other_time: 1.9864921570
epoch time: 8.0364093781s, input_fired_time: 0.1184826121, output_fired_time: 0.0000000000, propagate_forward_time: 7.5181956291, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3997311592
validation[          , genome  7082] predictions:    9663/  10000 (96.63%), best:    9735/10000 (97.35%), error:      1035.56213, best error:       869.74469 on epoch:    55, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 88.0010452271s, input_fired_time: 0.9781379700, output_fired_time: 0.6358999014, propagate_forward_time: 33.5412483215, propagate_backward_time: 50.7180290222, weight_update_time: 0.0910223573, other_time: 2.1277236938
epoch time: 6.5829539299s, input_fired_time: 0.1021648720, output_fired_time: 0.0000000000, propagate_forward_time: 6.1442456245, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3365435600
validation[          , genome  7082] predictions:    9671/  10000 (96.71%), best:    9735/10000 (97.35%), error:      1032.76550, best error:       869.74469 on epoch:    55, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 97.1526794434s, input_fired_time: 1.0480008125, output_fired_time: 0.6821144819, propagate_forward_time: 37.4810256958, propagate_backward_time: 55.6140670776, weight_update_time: 0.1022654325, other_time: 2.3274688721
epoch time: 8.0043191910s, input_fired_time: 0.1194449067, output_fired_time: 0.0000000000, propagate_forward_time: 7.4840641022, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4008102417
validation[          , genome  7082] predictions:    9694/  10000 (96.94%), best:    9735/10000 (97.35%), error:       977.77527, best error:       869.74469 on epoch:    55, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 105.6496276855s, input_fired_time: 1.1019400358, output_fired_time: 0.7391392589, propagate_forward_time: 40.9638900757, propagate_backward_time: 60.3787231445, weight_update_time: 0.1084496155, other_time: 2.4659423828
epoch time: 9.3470449448s, input_fired_time: 0.1340338290, output_fired_time: 0.0000000000, propagate_forward_time: 8.7480459213, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4649648666
validation[          , genome  7082] predictions:    9697/  10000 (96.97%), best:    9735/10000 (97.35%), error:       978.20026, best error:       869.74469 on epoch:    55, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 105.5490646362s, input_fired_time: 1.0843623877, output_fired_time: 0.7363444567, propagate_forward_time: 40.8927879333, propagate_backward_time: 60.3392105103, weight_update_time: 0.1058006138, other_time: 2.4963569641
epoch time: 7.2949357033s, input_fired_time: 0.1092449948, output_fired_time: 0.0000000000, propagate_forward_time: 6.8196239471, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3660669327
validation[          , genome  7082] predictions:    9715/  10000 (97.15%), best:    9735/10000 (97.35%), error:       911.68927, best error:       869.74469 on epoch:    55, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 102.0026473999s, input_fired_time: 1.0543339252, output_fired_time: 0.7159149647, propagate_forward_time: 39.4191894531, propagate_backward_time: 58.4776420593, weight_update_time: 0.1010264233, other_time: 2.3355674744
epoch time: 8.0049476624s, input_fired_time: 0.1157193929, output_fired_time: 0.0000000000, propagate_forward_time: 7.4902124405, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3990159035
validation[          , genome  7082] predictions:    9723/  10000 (97.23%), best:    9735/10000 (97.35%), error:       938.44122, best error:       869.74469 on epoch:    55, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 99.1098403931s, input_fired_time: 1.0359264612, output_fired_time: 0.6995620131, propagate_forward_time: 38.2506179810, propagate_backward_time: 56.9013328552, weight_update_time: 0.0985814780, other_time: 2.2224006653
epoch time: 7.2976894379s, input_fired_time: 0.1075125858, output_fired_time: 0.0000000000, propagate_forward_time: 6.8231420517, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3670349121
validation[          , genome  7082] predictions:    9690/  10000 (96.90%), best:    9735/10000 (97.35%), error:       969.17523, best error:       869.74469 on epoch:    55, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 92.9987640381s, input_fired_time: 1.0081751347, output_fired_time: 0.6737803221, propagate_forward_time: 36.0176010132, propagate_backward_time: 53.1540298462, weight_update_time: 0.0929823443, other_time: 2.1451721191
epoch time: 6.6822872162s, input_fired_time: 0.1070267037, output_fired_time: 0.0000000000, propagate_forward_time: 6.2240285873, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3512320518
validation[          , genome  7082] predictions:    9720/  10000 (97.20%), best:    9735/10000 (97.35%), error:       912.71484, best error:       869.74469 on epoch:    55, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 81.6204452515s, input_fired_time: 0.9655408859, output_fired_time: 0.6014670134, propagate_forward_time: 31.0176029205, propagate_backward_time: 46.9683303833, weight_update_time: 0.0887437314, other_time: 2.0675125122
epoch time: 6.6897392273s, input_fired_time: 0.1084192693, output_fired_time: 0.0000000000, propagate_forward_time: 6.2182774544, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3630423546
validation[          , genome  7082] predictions:    9741/  10000 (97.41%), best:    9735/10000 (97.35%), error:       875.36426, best error:       869.74469 on epoch:    55, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 81.9567871094s, input_fired_time: 0.9626170397, output_fired_time: 0.6058839560, propagate_forward_time: 31.2311649323, propagate_backward_time: 47.0797004700, weight_update_time: 0.0882629603, other_time: 2.0774269104
epoch time: 6.8088755608s, input_fired_time: 0.1097002327, output_fired_time: 0.0000000000, propagate_forward_time: 6.3380985260, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3610768318
validation[          , genome  7082] predictions:    9685/  10000 (96.85%), best:    9735/10000 (97.35%), error:      1016.85687, best error:       869.74469 on epoch:    55, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 86.9911041260s, input_fired_time: 0.9961249828, output_fired_time: 0.6333297491, propagate_forward_time: 33.3815650940, propagate_backward_time: 49.8468856812, weight_update_time: 0.0920293555, other_time: 2.1331977844
epoch time: 6.6966981888s, input_fired_time: 0.1081099063, output_fired_time: 0.0000000000, propagate_forward_time: 6.2372498512, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3513383865
validation[          , genome  7082] predictions:    9702/  10000 (97.02%), best:    9735/10000 (97.35%), error:       952.37830, best error:       869.74469 on epoch:    55, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 91.2473449707s, input_fired_time: 1.0219751596, output_fired_time: 0.6513277888, propagate_forward_time: 34.9155120850, propagate_backward_time: 52.4461936951, weight_update_time: 0.0959271416, other_time: 2.2123374939
epoch time: 9.2523460388s, input_fired_time: 0.1328718662, output_fired_time: 0.0000000000, propagate_forward_time: 8.6754550934, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4440193176
validation[          , genome  7082] predictions:    9677/  10000 (96.77%), best:    9735/10000 (97.35%), error:      1024.36755, best error:       869.74469 on epoch:    55, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 82.6145172119s, input_fired_time: 0.9671834707, output_fired_time: 0.6096431017, propagate_forward_time: 31.5302219391, propagate_backward_time: 47.4525718689, weight_update_time: 0.0879216269, other_time: 2.0548973083
epoch time: 6.8361206055s, input_fired_time: 0.1088379696, output_fired_time: 0.0000000000, propagate_forward_time: 6.3714632988, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3558192253
validation[          , genome  7082] predictions:    9751/  10000 (97.51%), best:    9751/10000 (97.51%), error:       851.27466, best error:       851.27466 on epoch:    74, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 90.7862701416s, input_fired_time: 1.0128003359, output_fired_time: 0.6547556520, propagate_forward_time: 34.8013610840, propagate_backward_time: 52.1269569397, weight_update_time: 0.0956696272, other_time: 2.1903953552
epoch time: 6.7940578461s, input_fired_time: 0.1103443950, output_fired_time: 0.0000000000, propagate_forward_time: 6.3285851479, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3551282883
validation[          , genome  7082] predictions:    9710/  10000 (97.10%), best:    9751/10000 (97.51%), error:       925.40509, best error:       851.27466 on epoch:    74, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 96.3504028320s, input_fired_time: 1.0563793182, output_fired_time: 0.6841933727, propagate_forward_time: 36.9953269958, propagate_backward_time: 55.3121147156, weight_update_time: 0.1001298502, other_time: 2.3023834229
epoch time: 6.8174166679s, input_fired_time: 0.1084359661, output_fired_time: 0.0000000000, propagate_forward_time: 6.3601851463, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3487954140
validation[          , genome  7082] predictions:    9723/  10000 (97.23%), best:    9751/10000 (97.51%), error:       880.35938, best error:       851.27466 on epoch:    74, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 84.4942626953s, input_fired_time: 0.9818561077, output_fired_time: 0.6135400534, propagate_forward_time: 32.4124908447, propagate_backward_time: 48.3803787231, weight_update_time: 0.0906764567, other_time: 2.1059951782
epoch time: 6.7201681137s, input_fired_time: 0.1075208187, output_fired_time: 0.0000000000, propagate_forward_time: 6.2611570358, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3514900208
validation[          , genome  7082] predictions:    9673/  10000 (96.73%), best:    9751/10000 (97.51%), error:      1052.96118, best error:       851.27466 on epoch:    74, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 87.3923950195s, input_fired_time: 1.0049870014, output_fired_time: 0.6262558103, propagate_forward_time: 33.5249328613, propagate_backward_time: 50.0553283691, weight_update_time: 0.0931433067, other_time: 2.1808853149
epoch time: 6.6682367325s, input_fired_time: 0.1083011478, output_fired_time: 0.0000000000, propagate_forward_time: 6.2072892189, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3526463509
validation[          , genome  7082] predictions:    9702/  10000 (97.02%), best:    9751/10000 (97.51%), error:      1005.13617, best error:       851.27466 on epoch:    74, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 82.1939468384s, input_fired_time: 0.9697079659, output_fired_time: 0.6084184051, propagate_forward_time: 31.0794429779, propagate_backward_time: 47.4201850891, weight_update_time: 0.0885295197, other_time: 2.1161842346
epoch time: 6.3666400909s, input_fired_time: 0.1055790037, output_fired_time: 0.0000000000, propagate_forward_time: 5.9108052254, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3502559662
validation[          , genome  7082] predictions:    9704/  10000 (97.04%), best:    9751/10000 (97.51%), error:       947.49304, best error:       851.27466 on epoch:    74, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 86.0915527344s, input_fired_time: 1.0086034536, output_fired_time: 0.6286854148, propagate_forward_time: 32.9047546387, propagate_backward_time: 49.3638725281, weight_update_time: 0.0919727981, other_time: 2.1856346130
epoch time: 6.6903171539s, input_fired_time: 0.1076279581, output_fired_time: 0.0000000000, propagate_forward_time: 6.2275524139, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3551368713
validation[          , genome  7082] predictions:    9711/  10000 (97.11%), best:    9751/10000 (97.51%), error:       958.89209, best error:       851.27466 on epoch:    74, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 83.9630432129s, input_fired_time: 0.9878612161, output_fired_time: 0.6147270203, propagate_forward_time: 32.1365203857, propagate_backward_time: 48.0792160034, weight_update_time: 0.0903364718, other_time: 2.1447219849
epoch time: 7.8801226616s, input_fired_time: 0.1220092401, output_fired_time: 0.0000000000, propagate_forward_time: 7.3512701988, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4068431854
validation[          , genome  7082] predictions:    9713/  10000 (97.13%), best:    9751/10000 (97.51%), error:       951.82947, best error:       851.27466 on epoch:    74, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 81.7254180908s, input_fired_time: 0.9756891727, output_fired_time: 0.5987442136, propagate_forward_time: 31.3440647125, propagate_backward_time: 46.7640075684, weight_update_time: 0.0878868401, other_time: 2.0429077148
epoch time: 6.7963495255s, input_fired_time: 0.1102580279, output_fired_time: 0.0000000000, propagate_forward_time: 6.3340587616, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3520326614
validation[          , genome  7082] predictions:    9746/  10000 (97.46%), best:    9751/10000 (97.51%), error:       862.69470, best error:       851.27466 on epoch:    74, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 87.5855941772s, input_fired_time: 1.0130491257, output_fired_time: 0.6356784105, propagate_forward_time: 33.8686447144, propagate_backward_time: 49.8995742798, weight_update_time: 0.0931818932, other_time: 2.1686477661
epoch time: 6.5958991051s, input_fired_time: 0.1074747443, output_fired_time: 0.0000000000, propagate_forward_time: 6.1459093094, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3425149918
validation[          , genome  7082] predictions:    9710/  10000 (97.10%), best:    9751/10000 (97.51%), error:       970.79059, best error:       851.27466 on epoch:    74, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 83.5225372314s, input_fired_time: 0.9846997261, output_fired_time: 0.6055224538, propagate_forward_time: 31.9498271942, propagate_backward_time: 47.8742256165, weight_update_time: 0.0906671360, other_time: 2.1082572937
epoch time: 6.7502307892s, input_fired_time: 0.1102099195, output_fired_time: 0.0000000000, propagate_forward_time: 6.2867136002, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3533072472
validation[          , genome  7082] predictions:    9731/  10000 (97.31%), best:    9731/10000 (97.31%), error:       848.69720, best error:       848.69720 on epoch:    84, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 84.7607116699s, input_fired_time: 0.9926608205, output_fired_time: 0.6208115816, propagate_forward_time: 32.3177986145, propagate_backward_time: 48.7175369263, weight_update_time: 0.0913606286, other_time: 2.1119041443
epoch time: 9.6070499420s, input_fired_time: 0.1427060068, output_fired_time: 0.0000000000, propagate_forward_time: 9.0028390884, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4615049362
validation[          , genome  7082] predictions:    9681/  10000 (96.81%), best:    9731/10000 (97.31%), error:      1012.25293, best error:       848.69720 on epoch:    84, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 107.7185516357s, input_fired_time: 1.1215184927, output_fired_time: 0.7492550611, propagate_forward_time: 41.4564743042, propagate_backward_time: 61.9673538208, weight_update_time: 0.1087958440, other_time: 2.4239501953
epoch time: 7.0860314369s, input_fired_time: 0.1139596999, output_fired_time: 0.0000000000, propagate_forward_time: 6.6161255836, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3559460640
validation[          , genome  7082] predictions:    9737/  10000 (97.37%), best:    9731/10000 (97.31%), error:       880.43439, best error:       848.69720 on epoch:    84, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 101.1363677979s, input_fired_time: 1.0553398132, output_fired_time: 0.7037278414, propagate_forward_time: 38.5196723938, propagate_backward_time: 58.5767364502, weight_update_time: 0.1017202288, other_time: 2.2808876038
epoch time: 7.2301440239s, input_fired_time: 0.1115230024, output_fired_time: 0.0000000000, propagate_forward_time: 6.7569370270, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3616838455
validation[          , genome  7082] predictions:    9673/  10000 (96.73%), best:    9731/10000 (97.31%), error:      1081.58154, best error:       848.69720 on epoch:    84, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 98.7728500366s, input_fired_time: 1.0521028042, output_fired_time: 0.6940515637, propagate_forward_time: 38.2204895020, propagate_backward_time: 56.5561714172, weight_update_time: 0.0997546017, other_time: 2.2500343323
epoch time: 8.8667564392s, input_fired_time: 0.1315316707, output_fired_time: 0.0000000000, propagate_forward_time: 8.3035097122, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4317150116
validation[          , genome  7082] predictions:    9728/  10000 (97.28%), best:    9731/10000 (97.31%), error:       895.65558, best error:       848.69720 on epoch:    84, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 102.0391082764s, input_fired_time: 1.0985187292, output_fired_time: 0.7128214836, propagate_forward_time: 39.3041648865, propagate_backward_time: 58.5384407043, weight_update_time: 0.1051072031, other_time: 2.3851623535
epoch time: 9.6775350571s, input_fired_time: 0.1445717067, output_fired_time: 0.0000000000, propagate_forward_time: 9.0701456070, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4628181458
validation[          , genome  7082] predictions:    9733/  10000 (97.33%), best:    9731/10000 (97.31%), error:       870.19678, best error:       848.69720 on epoch:    84, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 99.3571090698s, input_fired_time: 1.0754233599, output_fired_time: 0.7030669451, propagate_forward_time: 38.3370971680, propagate_backward_time: 56.9682884216, weight_update_time: 0.1003183648, other_time: 2.2732353210
epoch time: 7.9730386734s, input_fired_time: 0.1264560670, output_fired_time: 0.0000000000, propagate_forward_time: 7.4257512093, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4208312035
validation[          , genome  7082] predictions:    9729/  10000 (97.29%), best:    9731/10000 (97.31%), error:       889.15997, best error:       848.69720 on epoch:    84, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 92.3097381592s, input_fired_time: 1.0333538055, output_fired_time: 0.6629942060, propagate_forward_time: 35.2504386902, propagate_backward_time: 53.0825653076, weight_update_time: 0.0955574811, other_time: 2.2803840637
epoch time: 6.7603907585s, input_fired_time: 0.1105034351, output_fired_time: 0.0000000000, propagate_forward_time: 6.3053450584, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3445420265
validation[          , genome  7082] predictions:    9729/  10000 (97.29%), best:    9731/10000 (97.31%), error:       876.14050, best error:       848.69720 on epoch:    84, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 88.1089706421s, input_fired_time: 1.0358359814, output_fired_time: 0.6332030892, propagate_forward_time: 33.7670822144, propagate_backward_time: 50.4279060364, weight_update_time: 0.0932432488, other_time: 2.2449455261
epoch time: 6.6031165123s, input_fired_time: 0.1078733951, output_fired_time: 0.0000000000, propagate_forward_time: 6.1268367767, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3684062958
validation[          , genome  7082] predictions:    9644/  10000 (96.44%), best:    9731/10000 (97.31%), error:      1163.88782, best error:       848.69720 on epoch:    84, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 87.5739059448s, input_fired_time: 1.0022571087, output_fired_time: 0.6283910275, propagate_forward_time: 33.3995170593, propagate_backward_time: 50.2901000977, weight_update_time: 0.0917691886, other_time: 2.2536430359
epoch time: 6.8044919968s, input_fired_time: 0.1071358994, output_fired_time: 0.0000000000, propagate_forward_time: 6.3190789223, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3782773018
validation[          , genome  7082] predictions:    9703/  10000 (97.03%), best:    9731/10000 (97.31%), error:       935.05737, best error:       848.69720 on epoch:    84, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 85.6369247437s, input_fired_time: 0.9788097143, output_fired_time: 0.6231129766, propagate_forward_time: 32.9623222351, propagate_backward_time: 48.9191360474, weight_update_time: 0.0864750594, other_time: 2.1535377502
epoch time: 6.4529166222s, input_fired_time: 0.1079556048, output_fired_time: 0.0000000000, propagate_forward_time: 6.0010633469, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3438978195
validation[          , genome  7082] predictions:    9716/  10000 (97.16%), best:    9731/10000 (97.31%), error:       923.66766, best error:       848.69720 on epoch:    84, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 84.5120239258s, input_fired_time: 0.9619933367, output_fired_time: 0.6150819063, propagate_forward_time: 32.0650024414, propagate_backward_time: 48.7936592102, weight_update_time: 0.0855219141, other_time: 2.0762901306
epoch time: 6.7711768150s, input_fired_time: 0.1076484919, output_fired_time: 0.0000000000, propagate_forward_time: 6.3022761345, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3612523079
validation[          , genome  7082] predictions:    9689/  10000 (96.89%), best:    9731/10000 (97.31%), error:       978.85297, best error:       848.69720 on epoch:    84, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 91.0331344604s, input_fired_time: 1.0017595291, output_fired_time: 0.6461250186, propagate_forward_time: 34.9207267761, propagate_backward_time: 52.3134384155, weight_update_time: 0.0924012586, other_time: 2.1510810852
epoch time: 6.6064114571s, input_fired_time: 0.1043659523, output_fired_time: 0.0000000000, propagate_forward_time: 6.1581187248, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3439269066
validation[          , genome  7082] predictions:    9724/  10000 (97.24%), best:    9731/10000 (97.31%), error:       922.94250, best error:       848.69720 on epoch:    84, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 85.3779754639s, input_fired_time: 0.9676406980, output_fired_time: 0.6167209148, propagate_forward_time: 32.5971031189, propagate_backward_time: 49.1842727661, weight_update_time: 0.0863371566, other_time: 2.0122337341
epoch time: 6.6897287369s, input_fired_time: 0.1042085588, output_fired_time: 0.0000000000, propagate_forward_time: 6.2412953377, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3442249298
validation[          , genome  7082] predictions:    9677/  10000 (96.77%), best:    9731/10000 (97.31%), error:      1019.66162, best error:       848.69720 on epoch:    84, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 97.0518188477s, input_fired_time: 1.0551840067, output_fired_time: 0.6867297888, propagate_forward_time: 37.5442695618, propagate_backward_time: 55.5488739014, weight_update_time: 0.0985535979, other_time: 2.2167625427
epoch time: 8.6730060577s, input_fired_time: 0.1264566332, output_fired_time: 0.0000000000, propagate_forward_time: 8.1276693344, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4188804626
validation[          , genome  7082] predictions:    9726/  10000 (97.26%), best:    9731/10000 (97.31%), error:       907.10870, best error:       848.69720 on epoch:    84, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 87.8035430908s, input_fired_time: 0.9823566675, output_fired_time: 0.6354207993, propagate_forward_time: 33.3042144775, propagate_backward_time: 50.8094329834, weight_update_time: 0.0896458998, other_time: 2.0721206665
epoch time: 6.7957744598s, input_fired_time: 0.1060434654, output_fired_time: 0.0000000000, propagate_forward_time: 6.3385839462, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3511471748
validation[          , genome  7082] predictions:    9720/  10000 (97.20%), best:    9731/10000 (97.31%), error:       972.15826, best error:       848.69720 on epoch:    84, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 82.2630081177s, input_fired_time: 0.9424614310, output_fired_time: 0.6089559197, propagate_forward_time: 31.3660316467, propagate_backward_time: 47.4213485718, weight_update_time: 0.0823705569, other_time: 1.9242134094
epoch time: 6.7524185181s, input_fired_time: 0.1054993793, output_fired_time: 0.0000000000, propagate_forward_time: 6.3006887436, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3462305069
validation[          , genome  7082] predictions:    9559/  10000 (95.59%), best:    9731/10000 (97.31%), error:      1396.17603, best error:       848.69720 on epoch:    84, 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: 41.6950531006s, input_fired_time: 0.6265845299, output_fired_time: 0.0000000000, propagate_forward_time: 38.9646568298, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1038131714
best training[          , genome  7082] predictions:   49497/  50000 (98.99%), best:    9731/10000 (97.31%), error:      1925.43225, best error:       848.69720 on epoch:    84, 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: 9.6697101593s, input_fired_time: 0.1394546926, output_fired_time: 0.0000000000, propagate_forward_time: 9.0570306778, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4732246399
   testing[          , genome  7082] predictions:    9767/  10000 (97.67%), best:    9731/10000 (97.31%), error:       819.04932, best error:       848.69720 on epoch:    84, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
12:13:00 (42680): called boinc_finish(0)

</stderr_txt>
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