Nameexact_genome_1512568488_44_6195_1
Workunit2602283
Created7 Dec 2017, 18:31:07 UTC
Sent7 Dec 2017, 18:39:18 UTC
Report deadline17 Dec 2017, 12:52:35 UTC
Received8 Dec 2017, 13:37:37 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID55108
Run time5 hours 20 min 23 sec
CPU time5 hours 14 min 33 sec
Validate stateValid
Credit2,439.81
Device peak FLOPS2.57 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size157.29 MB
Peak swap size160.44 MB
Peak disk usage2.10 MB

Stderr output

<core_client_version>7.8.2</core_client_version>
<![CDATA[
<stderr_txt>
58.27863 on epoch:     5, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 187.7960815430s, input_fired_time: 2.5662167072, output_fired_time: 2.7004880905, propagate_forward_time: 69.5358276367, propagate_backward_time: 107.7213592529, weight_update_time: 0.1938443780, other_time: 5.2721862793
epoch time: 14.8808145523s, input_fired_time: 0.3099986017, output_fired_time: 0.0000000000, propagate_forward_time: 13.8288221359, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7419939041
validation[          , genome  6195] predictions:    9745/  10000 (97.45%), best:    9745/10000 (97.45%), error:       839.31372, best error:       839.31372 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 182.5273132324s, input_fired_time: 2.4648203850, output_fired_time: 2.2532544136, propagate_forward_time: 66.6019287109, propagate_backward_time: 107.1397476196, weight_update_time: 0.1778651029, other_time: 4.0675735474
epoch time: 14.8898878098s, input_fired_time: 0.3083412647, output_fired_time: 0.0000000000, propagate_forward_time: 13.8623657227, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7191810608
validation[          , genome  6195] predictions:    9746/  10000 (97.46%), best:    9746/10000 (97.46%), error:       807.92639, best error:       807.92639 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 180.4484405518s, input_fired_time: 2.4491760731, output_fired_time: 2.2382988930, propagate_forward_time: 66.5159149170, propagate_backward_time: 104.1405715942, weight_update_time: 0.1773998737, other_time: 5.1044845581
epoch time: 14.9101085663s, input_fired_time: 0.3096261621, output_fired_time: 0.0000000000, propagate_forward_time: 13.8560333252, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7444486618
validation[          , genome  6195] predictions:    9759/  10000 (97.59%), best:    9759/10000 (97.59%), error:       796.17896, best error:       796.17896 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 180.9187774658s, input_fired_time: 2.4485697746, output_fired_time: 2.2886133194, propagate_forward_time: 66.8084259033, propagate_backward_time: 105.2839965820, weight_update_time: 0.1850714386, other_time: 4.0891723633
epoch time: 13.6923732758s, input_fired_time: 0.3040408790, output_fired_time: 0.0000000000, propagate_forward_time: 12.6619224548, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7264099121
validation[          , genome  6195] predictions:    9760/  10000 (97.60%), best:    9759/10000 (97.59%), error:       806.17383, best error:       796.17896 on epoch:    17, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 180.9539031982s, input_fired_time: 2.4860649109, output_fired_time: 2.2410907745, propagate_forward_time: 69.8774871826, propagate_backward_time: 102.2907409668, weight_update_time: 0.1764252186, other_time: 4.0585174561
epoch time: 13.9618806839s, input_fired_time: 0.3095230460, output_fired_time: 0.0000000000, propagate_forward_time: 12.9227781296, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7295799255
validation[          , genome  6195] predictions:    9727/  10000 (97.27%), best:    9759/10000 (97.59%), error:       909.43353, best error:       796.17896 on epoch:    17, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 181.3394775391s, input_fired_time: 2.4507999420, output_fired_time: 2.2684309483, propagate_forward_time: 66.1716842651, propagate_backward_time: 106.4039916992, weight_update_time: 0.1769125462, other_time: 4.0445632935
epoch time: 14.8825931549s, input_fired_time: 0.3076812923, output_fired_time: 0.0000000000, propagate_forward_time: 13.8403806686, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7345314026
validation[          , genome  6195] predictions:    9736/  10000 (97.36%), best:    9759/10000 (97.59%), error:       847.70782, best error:       796.17896 on epoch:    17, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 180.8517303467s, input_fired_time: 2.4578397274, output_fired_time: 2.2440712452, propagate_forward_time: 66.0416259766, propagate_backward_time: 105.9694519043, weight_update_time: 0.1786548048, other_time: 4.1387481689
epoch time: 14.9177904129s, input_fired_time: 0.3098030686, output_fired_time: 0.0000000000, propagate_forward_time: 13.8817462921, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7262411118
validation[          , genome  6195] predictions:    9713/  10000 (97.13%), best:    9759/10000 (97.59%), error:       877.11621, best error:       796.17896 on epoch:    17, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 181.2764587402s, input_fired_time: 2.4557781219, output_fired_time: 2.2347674370, propagate_forward_time: 68.7577667236, propagate_backward_time: 102.7163314819, weight_update_time: 0.1785212904, other_time: 5.1118087769
epoch time: 14.7258319855s, input_fired_time: 0.3067345619, output_fired_time: 0.0000000000, propagate_forward_time: 13.6807603836, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7383375168
validation[          , genome  6195] predictions:    9761/  10000 (97.61%), best:    9759/10000 (97.59%), error:       812.62402, best error:       796.17896 on epoch:    17, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 182.5164031982s, input_fired_time: 2.4593677521, output_fired_time: 2.2586355209, propagate_forward_time: 67.5645751953, propagate_backward_time: 106.1800918579, weight_update_time: 0.1775204986, other_time: 4.0537338257
epoch time: 14.6703624725s, input_fired_time: 0.3073991835, output_fired_time: 0.0000000000, propagate_forward_time: 12.7168502808, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6461133957
validation[          , genome  6195] predictions:    9708/  10000 (97.08%), best:    9759/10000 (97.59%), error:       970.52734, best error:       796.17896 on epoch:    17, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 186.2142791748s, input_fired_time: 2.4817118645, output_fired_time: 2.2946286201, propagate_forward_time: 69.1079330444, propagate_backward_time: 108.1419067383, weight_update_time: 0.1771070659, other_time: 4.1881027222
epoch time: 15.0022649765s, input_fired_time: 0.3096417785, output_fired_time: 0.0000000000, propagate_forward_time: 13.9516782761, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7409448624
validation[          , genome  6195] predictions:    9665/  10000 (96.65%), best:    9759/10000 (97.59%), error:      1073.48010, best error:       796.17896 on epoch:    17, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 183.1933898926s, input_fired_time: 2.4814224243, output_fired_time: 2.2592210770, propagate_forward_time: 68.5850601196, propagate_backward_time: 105.7895431519, weight_update_time: 0.1777399480, other_time: 4.0781555176
epoch time: 14.8744106293s, input_fired_time: 0.3113644719, output_fired_time: 0.0000000000, propagate_forward_time: 13.8222131729, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7408332825
validation[          , genome  6195] predictions:    9749/  10000 (97.49%), best:    9759/10000 (97.59%), error:       816.77979, best error:       796.17896 on epoch:    17, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 187.3205261230s, input_fired_time: 2.5328285694, output_fired_time: 2.2858009338, propagate_forward_time: 71.8430328369, propagate_backward_time: 106.4120178223, weight_update_time: 0.1925232857, other_time: 4.2468566895
epoch time: 15.0912895203s, input_fired_time: 0.3132317662, output_fired_time: 0.0000000000, propagate_forward_time: 14.0297231674, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7483348846
validation[          , genome  6195] predictions:    9707/  10000 (97.07%), best:    9759/10000 (97.59%), error:       959.75403, best error:       796.17896 on epoch:    17, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 186.8333282471s, input_fired_time: 2.4918389320, output_fired_time: 2.3023157120, propagate_forward_time: 71.2761001587, propagate_backward_time: 105.5151367188, weight_update_time: 0.1849961579, other_time: 5.2479324341
epoch time: 14.9258375168s, input_fired_time: 0.3079835773, output_fired_time: 0.0000000000, propagate_forward_time: 13.8626050949, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7552490234
validation[          , genome  6195] predictions:    9754/  10000 (97.54%), best:    9759/10000 (97.59%), error:       808.36023, best error:       796.17896 on epoch:    17, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 184.9267425537s, input_fired_time: 2.4860732555, output_fired_time: 2.2862486839, propagate_forward_time: 67.2993927002, propagate_backward_time: 107.7020874023, weight_update_time: 0.1773847044, other_time: 5.1529388428
epoch time: 14.8397388458s, input_fired_time: 0.3110507429, output_fired_time: 0.0000000000, propagate_forward_time: 13.7834558487, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7452325821
validation[          , genome  6195] predictions:    9726/  10000 (97.26%), best:    9759/10000 (97.59%), error:       865.18805, best error:       796.17896 on epoch:    17, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 181.7487182617s, input_fired_time: 2.4731428623, output_fired_time: 2.2463133335, propagate_forward_time: 65.1105728149, propagate_backward_time: 107.8398513794, weight_update_time: 0.1778118461, other_time: 4.0788421631
epoch time: 16.6975383759s, input_fired_time: 0.3471996486, output_fired_time: 0.0000000000, propagate_forward_time: 15.5164442062, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8338937759
validation[          , genome  6195] predictions:    9671/  10000 (96.71%), best:    9759/10000 (97.59%), error:      1035.12854, best error:       796.17896 on epoch:    17, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 183.1757659912s, input_fired_time: 2.5973865986, output_fired_time: 2.2636549473, propagate_forward_time: 67.8862915039, propagate_backward_time: 106.2557067871, weight_update_time: 0.1786483824, other_time: 4.1727294922
epoch time: 14.8746414185s, input_fired_time: 0.3101398051, output_fired_time: 0.0000000000, propagate_forward_time: 13.8335905075, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7309112549
validation[          , genome  6195] predictions:    9743/  10000 (97.43%), best:    9759/10000 (97.59%), error:       808.42041, best error:       796.17896 on epoch:    17, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 181.9882659912s, input_fired_time: 2.4925024509, output_fired_time: 2.2558276653, propagate_forward_time: 69.2300033569, propagate_backward_time: 103.9637527466, weight_update_time: 0.1769097000, other_time: 4.0461730957
epoch time: 14.7167806625s, input_fired_time: 0.3058065176, output_fired_time: 0.0000000000, propagate_forward_time: 13.6811685562, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7298059464
validation[          , genome  6195] predictions:    9734/  10000 (97.34%), best:    9759/10000 (97.59%), error:       916.26642, best error:       796.17896 on epoch:    17, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 180.7818298340s, input_fired_time: 3.4645955563, output_fired_time: 2.2412509918, propagate_forward_time: 65.6768341064, propagate_backward_time: 105.3309555054, weight_update_time: 0.1783249825, other_time: 4.0681838989
epoch time: 13.3580532074s, input_fired_time: 0.3023709655, output_fired_time: 0.0000000000, propagate_forward_time: 12.3217535019, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7339286804
validation[          , genome  6195] predictions:    9750/  10000 (97.50%), best:    9759/10000 (97.59%), error:       856.04669, best error:       796.17896 on epoch:    17, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 182.1880035400s, input_fired_time: 3.3925409317, output_fired_time: 2.2448828220, propagate_forward_time: 67.5288314819, propagate_backward_time: 104.9472045898, weight_update_time: 0.1773964465, other_time: 4.0745315552
epoch time: 14.9567337036s, input_fired_time: 0.3106876016, output_fired_time: 0.0000000000, propagate_forward_time: 13.9176664352, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7283792496
validation[          , genome  6195] predictions:    9661/  10000 (96.61%), best:    9759/10000 (97.59%), error:      1113.06958, best error:       796.17896 on epoch:    17, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 181.5877685547s, input_fired_time: 2.4615075588, output_fired_time: 2.2417168617, propagate_forward_time: 67.0530014038, propagate_backward_time: 104.8369522095, weight_update_time: 0.1771286577, other_time: 4.9945983887
epoch time: 14.8582572937s, input_fired_time: 0.3137029707, output_fired_time: 0.0000000000, propagate_forward_time: 13.8107070923, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7338476181
validation[          , genome  6195] predictions:    9761/  10000 (97.61%), best:    9759/10000 (97.59%), error:       850.13354, best error:       796.17896 on epoch:    17, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 180.2181091309s, input_fired_time: 2.4578855038, output_fired_time: 2.2298524380, propagate_forward_time: 68.4571075439, propagate_backward_time: 102.9854965210, weight_update_time: 0.1770807654, other_time: 4.0877609253
epoch time: 14.8197612762s, input_fired_time: 0.3130739927, output_fired_time: 0.0000000000, propagate_forward_time: 13.7721881866, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7344989777
validation[          , genome  6195] predictions:    9708/  10000 (97.08%), best:    9759/10000 (97.59%), error:       992.15930, best error:       796.17896 on epoch:    17, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 181.2064056396s, input_fired_time: 2.4898786545, output_fired_time: 2.2421200275, propagate_forward_time: 67.1164550781, propagate_backward_time: 104.2347335815, weight_update_time: 0.1781031638, other_time: 5.1232070923
epoch time: 14.9187402725s, input_fired_time: 0.3090974689, output_fired_time: 0.0000000000, propagate_forward_time: 13.8678817749, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7417612076
validation[          , genome  6195] predictions:    9720/  10000 (97.20%), best:    9759/10000 (97.59%), error:       908.80853, best error:       796.17896 on epoch:    17, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 181.5731506348s, input_fired_time: 2.4642543793, output_fired_time: 2.2297408581, propagate_forward_time: 67.0734024048, propagate_backward_time: 104.6800308228, weight_update_time: 0.1786406189, other_time: 5.1257324219
epoch time: 13.5083551407s, input_fired_time: 0.3049073219, output_fired_time: 0.0000000000, propagate_forward_time: 12.4859600067, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7174873352
validation[          , genome  6195] predictions:    9755/  10000 (97.55%), best:    9759/10000 (97.59%), error:       821.11847, best error:       796.17896 on epoch:    17, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 182.4247589111s, input_fired_time: 2.4513862133, output_fired_time: 2.2492399216, propagate_forward_time: 68.2193984985, propagate_backward_time: 104.4605102539, weight_update_time: 0.1797427535, other_time: 5.0442276001
epoch time: 13.7230224609s, input_fired_time: 0.3317836821, output_fired_time: 0.0000000000, propagate_forward_time: 12.6666946411, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7245445251
validation[          , genome  6195] predictions:    9769/  10000 (97.69%), best:    9769/10000 (97.69%), error:       790.18127, best error:       790.18127 on epoch:    38, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 185.1121978760s, input_fired_time: 2.4604430199, output_fired_time: 2.2851822376, propagate_forward_time: 67.1961441040, propagate_backward_time: 109.0500335693, weight_update_time: 0.1770489216, other_time: 4.1203842163
epoch time: 13.6822223663s, input_fired_time: 0.3108459413, output_fired_time: 0.0000000000, propagate_forward_time: 12.6307916641, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7405843735
validation[          , genome  6195] predictions:    9702/  10000 (97.02%), best:    9769/10000 (97.69%), error:       963.20709, best error:       790.18127 on epoch:    38, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 182.2734069824s, input_fired_time: 2.4889774323, output_fired_time: 2.3013553619, propagate_forward_time: 66.4813537598, propagate_backward_time: 106.8768844604, weight_update_time: 0.1782218665, other_time: 4.1248245239
epoch time: 15.4567174911s, input_fired_time: 0.3250542879, output_fired_time: 0.0000000000, propagate_forward_time: 14.3341579437, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7975053787
validation[          , genome  6195] predictions:    9710/  10000 (97.10%), best:    9769/10000 (97.69%), error:       881.56470, best error:       790.18127 on epoch:    38, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 183.1836853027s, input_fired_time: 3.4743199348, output_fired_time: 2.2557890415, propagate_forward_time: 67.6816177368, propagate_backward_time: 105.6487426758, weight_update_time: 0.1776060313, other_time: 4.1232223511
epoch time: 15.0425481796s, input_fired_time: 0.3121170700, output_fired_time: 0.0000000000, propagate_forward_time: 13.9947528839, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7356786728
validation[          , genome  6195] predictions:    9771/  10000 (97.71%), best:    9771/10000 (97.71%), error:       761.19714, best error:       761.19714 on epoch:    41, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 192.4696197510s, input_fired_time: 2.6414790154, output_fired_time: 2.3229556084, propagate_forward_time: 73.8020858765, propagate_backward_time: 109.2762145996, weight_update_time: 0.1859417707, other_time: 4.4268875122
epoch time: 13.7551259995s, input_fired_time: 0.3091360927, output_fired_time: 0.0000000000, propagate_forward_time: 12.7245855331, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7214040756
validation[          , genome  6195] predictions:    9777/  10000 (97.77%), best:    9777/10000 (97.77%), error:       719.04047, best error:       719.04047 on epoch:    42, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 182.1863098145s, input_fired_time: 2.4849088192, output_fired_time: 2.2361602783, propagate_forward_time: 69.0977172852, propagate_backward_time: 103.2407989502, weight_update_time: 0.1776945293, other_time: 5.1267242432
epoch time: 13.4845237732s, input_fired_time: 0.3073327541, output_fired_time: 0.0000000000, propagate_forward_time: 12.4548501968, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7223405838
validation[          , genome  6195] predictions:    9747/  10000 (97.47%), best:    9777/10000 (97.77%), error:       812.49554, best error:       719.04047 on epoch:    42, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 187.0659179688s, input_fired_time: 2.5628945827, output_fired_time: 2.2976143360, propagate_forward_time: 69.5049667358, propagate_backward_time: 108.5399322510, weight_update_time: 0.1783401072, other_time: 4.1605148315
epoch time: 13.7082395554s, input_fired_time: 0.3084372282, output_fired_time: 0.0000000000, propagate_forward_time: 12.6789941788, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7208080292
validation[          , genome  6195] predictions:    9720/  10000 (97.20%), best:    9777/10000 (97.77%), error:       919.16113, best error:       719.04047 on epoch:    42, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 182.8450164795s, input_fired_time: 2.4937326908, output_fired_time: 2.2623908520, propagate_forward_time: 67.6816406250, propagate_backward_time: 105.2781829834, weight_update_time: 0.1789598465, other_time: 5.1290740967
epoch time: 15.0677757263s, input_fired_time: 0.3181710541, output_fired_time: 0.0000000000, propagate_forward_time: 14.0088253021, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7407789230
validation[          , genome  6195] predictions:    9757/  10000 (97.57%), best:    9777/10000 (97.77%), error:       791.25592, best error:       719.04047 on epoch:    42, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 182.1758575439s, input_fired_time: 2.4826421738, output_fired_time: 3.2572028637, propagate_forward_time: 66.2271575928, propagate_backward_time: 106.0553054810, weight_update_time: 0.1816519946, other_time: 4.1535568237
epoch time: 14.9985294342s, input_fired_time: 0.3178342879, output_fired_time: 0.0000000000, propagate_forward_time: 13.9255428314, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7551527023
validation[          , genome  6195] predictions:    9779/  10000 (97.79%), best:    9777/10000 (97.77%), error:       735.28064, best error:       719.04047 on epoch:    42, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 182.5380096436s, input_fired_time: 2.4976320267, output_fired_time: 2.2544808388, propagate_forward_time: 65.6657867432, propagate_backward_time: 108.0542526245, weight_update_time: 0.1781329364, other_time: 4.0658493042
epoch time: 15.0027265549s, input_fired_time: 0.3161673844, output_fired_time: 0.0000000000, propagate_forward_time: 12.9335680008, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7529907227
validation[          , genome  6195] predictions:    9758/  10000 (97.58%), best:    9777/10000 (97.77%), error:       778.03778, best error:       719.04047 on epoch:    42, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 181.1400909424s, input_fired_time: 2.4763498306, output_fired_time: 2.2329442501, propagate_forward_time: 66.9711456299, propagate_backward_time: 105.3617248535, weight_update_time: 0.1828663945, other_time: 4.0979309082
epoch time: 14.9617605209s, input_fired_time: 0.3129943311, output_fired_time: 0.0000000000, propagate_forward_time: 13.9284029007, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7203636169
validation[          , genome  6195] predictions:    9768/  10000 (97.68%), best:    9777/10000 (97.77%), error:       752.42633, best error:       719.04047 on epoch:    42, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 183.3732147217s, input_fired_time: 2.5246779919, output_fired_time: 2.2896816730, propagate_forward_time: 67.0947418213, propagate_backward_time: 107.4012680054, weight_update_time: 0.1764244139, other_time: 4.0628433228
epoch time: 15.0102996826s, input_fired_time: 0.3166722357, output_fired_time: 0.0000000000, propagate_forward_time: 13.9482202530, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7454071045
validation[          , genome  6195] predictions:    9781/  10000 (97.81%), best:    9781/10000 (97.81%), error:       716.68182, best error:       716.68182 on epoch:    49, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 181.1251525879s, input_fired_time: 2.4833402634, output_fired_time: 2.2374391556, propagate_forward_time: 67.9725418091, propagate_backward_time: 104.3360137939, weight_update_time: 0.1775723249, other_time: 4.0958175659
epoch time: 14.5500717163s, input_fired_time: 0.3082813323, output_fired_time: 0.0000000000, propagate_forward_time: 13.5083236694, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7334671021
validation[          , genome  6195] predictions:    9775/  10000 (97.75%), best:    9781/10000 (97.81%), error:       732.38959, best error:       716.68182 on epoch:    49, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 188.6717071533s, input_fired_time: 3.6027722359, output_fired_time: 3.3439693451, propagate_forward_time: 68.8390350342, propagate_backward_time: 108.3906555176, weight_update_time: 0.1948650777, other_time: 4.4952850342
epoch time: 15.0847692490s, input_fired_time: 0.3137884438, output_fired_time: 0.0000000000, propagate_forward_time: 14.0428009033, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7281799316
validation[          , genome  6195] predictions:    9769/  10000 (97.69%), best:    9781/10000 (97.81%), error:       768.74811, best error:       716.68182 on epoch:    49, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 185.7898864746s, input_fired_time: 2.4990975857, output_fired_time: 4.2903065681, propagate_forward_time: 67.5524368286, propagate_backward_time: 107.2819137573, weight_update_time: 0.1859236360, other_time: 4.1661224365
epoch time: 15.0399580002s, input_fired_time: 0.3176790774, output_fired_time: 0.0000000000, propagate_forward_time: 13.9798450470, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7424335480
validation[          , genome  6195] predictions:    9773/  10000 (97.73%), best:    9781/10000 (97.81%), error:       756.13947, best error:       716.68182 on epoch:    49, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 181.9018859863s, input_fired_time: 2.5015368462, output_fired_time: 2.2463204861, propagate_forward_time: 69.2008514404, propagate_backward_time: 103.9002685547, weight_update_time: 0.1774237305, other_time: 4.0529022217
epoch time: 14.8448886871s, input_fired_time: 0.3142371178, output_fired_time: 0.0000000000, propagate_forward_time: 13.7993717194, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7312793732
validation[          , genome  6195] predictions:    9757/  10000 (97.57%), best:    9781/10000 (97.81%), error:       796.75696, best error:       716.68182 on epoch:    49, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 182.8444366455s, input_fired_time: 3.5587413311, output_fired_time: 2.2521910667, propagate_forward_time: 67.4138336182, propagate_backward_time: 105.5307540894, weight_update_time: 0.1779215932, other_time: 4.0889053345
epoch time: 14.7499647141s, input_fired_time: 0.3157993555, output_fired_time: 0.0000000000, propagate_forward_time: 13.6824855804, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7516794205
validation[          , genome  6195] predictions:    9752/  10000 (97.52%), best:    9781/10000 (97.81%), error:       782.40961, best error:       716.68182 on epoch:    49, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 181.6993865967s, input_fired_time: 2.4832284451, output_fired_time: 2.2605967522, propagate_forward_time: 69.0466308594, propagate_backward_time: 103.8510971069, weight_update_time: 0.1761447489, other_time: 4.0578384399
epoch time: 15.2203960419s, input_fired_time: 0.3521017432, output_fired_time: 0.0000000000, propagate_forward_time: 14.0746965408, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7935981750
validation[          , genome  6195] predictions:    9782/  10000 (97.82%), best:    9782/10000 (97.82%), error:       713.53296, best error:       713.53296 on epoch:    55, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 188.9945831299s, input_fired_time: 2.6522898674, output_fired_time: 2.2821376324, propagate_forward_time: 69.6475067139, propagate_backward_time: 110.1418304443, weight_update_time: 0.1862572283, other_time: 4.2708282471
epoch time: 14.9304828644s, input_fired_time: 0.3128462136, output_fired_time: 0.0000000000, propagate_forward_time: 13.8935899734, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7240467072
validation[          , genome  6195] predictions:    9782/  10000 (97.82%), best:    9782/10000 (97.82%), error:       686.65411, best error:       686.65411 on epoch:    56, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 190.9108886719s, input_fired_time: 2.5890707970, output_fired_time: 2.3727316856, propagate_forward_time: 70.2638549805, propagate_backward_time: 111.2308197021, weight_update_time: 0.1850784123, other_time: 4.4544219971
epoch time: 14.9733066559s, input_fired_time: 0.3190912008, output_fired_time: 0.0000000000, propagate_forward_time: 13.8628454208, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7913703918
validation[          , genome  6195] predictions:    9771/  10000 (97.71%), best:    9782/10000 (97.82%), error:       755.86279, best error:       686.65411 on epoch:    56, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 182.1965637207s, input_fired_time: 2.4991621971, output_fired_time: 2.2491953373, propagate_forward_time: 65.5924224854, propagate_backward_time: 104.7096862793, weight_update_time: 0.1770928800, other_time: 7.1461029053
epoch time: 15.1454811096s, input_fired_time: 1.3336790800, output_fired_time: 0.0000000000, propagate_forward_time: 13.0573015213, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7545003891
validation[          , genome  6195] predictions:    9750/  10000 (97.50%), best:    9782/10000 (97.82%), error:       822.96899, best error:       686.65411 on epoch:    56, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 183.4217376709s, input_fired_time: 2.5092608929, output_fired_time: 2.2811329365, propagate_forward_time: 66.8286285400, propagate_backward_time: 106.7830429077, weight_update_time: 0.1784349084, other_time: 5.0196762085
epoch time: 14.9938459396s, input_fired_time: 0.3196264505, output_fired_time: 0.0000000000, propagate_forward_time: 13.9159793854, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7582397461
validation[          , genome  6195] predictions:    9727/  10000 (97.27%), best:    9782/10000 (97.82%), error:       887.67865, best error:       686.65411 on epoch:    56, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 184.1318054199s, input_fired_time: 2.5533101559, output_fired_time: 3.3273510933, propagate_forward_time: 66.0147628784, propagate_backward_time: 107.9687347412, weight_update_time: 0.1785668880, other_time: 4.2676467896
epoch time: 17.4186820984s, input_fired_time: 0.4060173333, output_fired_time: 0.0000000000, propagate_forward_time: 16.1569232941, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8557415009
validation[          , genome  6195] predictions:    9753/  10000 (97.53%), best:    9782/10000 (97.82%), error:       812.59711, best error:       686.65411 on epoch:    56, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 194.1027984619s, input_fired_time: 2.6703631878, output_fired_time: 2.3670990467, propagate_forward_time: 72.1935729980, propagate_backward_time: 112.5320205688, weight_update_time: 0.1828304082, other_time: 4.3397445679
epoch time: 13.6298151016s, input_fired_time: 0.3126438856, output_fired_time: 0.0000000000, propagate_forward_time: 12.5838785172, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7332925797
validation[          , genome  6195] predictions:    9756/  10000 (97.56%), best:    9782/10000 (97.82%), error:       772.70276, best error:       686.65411 on epoch:    56, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 189.7563934326s, input_fired_time: 2.6218924522, output_fired_time: 2.3638844490, propagate_forward_time: 68.8365478516, propagate_backward_time: 111.6838226318, weight_update_time: 0.1790472567, other_time: 4.2502441406
epoch time: 15.0005683899s, input_fired_time: 0.3141036630, output_fired_time: 0.0000000000, propagate_forward_time: 13.9638109207, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7226533890
validation[          , genome  6195] predictions:    9725/  10000 (97.25%), best:    9782/10000 (97.82%), error:       853.16376, best error:       686.65411 on epoch:    56, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 187.0266723633s, input_fired_time: 2.5585370064, output_fired_time: 2.4701383114, propagate_forward_time: 67.6951980591, propagate_backward_time: 110.1697769165, weight_update_time: 0.1846845895, other_time: 4.1330261230
epoch time: 14.8809137344s, input_fired_time: 0.3158981502, output_fired_time: 0.0000000000, propagate_forward_time: 12.8196525574, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7453632355
validation[          , genome  6195] predictions:    9740/  10000 (97.40%), best:    9782/10000 (97.82%), error:       817.17816, best error:       686.65411 on epoch:    56, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 185.8197937012s, input_fired_time: 2.5474362373, output_fired_time: 2.3075821400, propagate_forward_time: 70.1202774048, propagate_backward_time: 106.7064056396, weight_update_time: 0.1772023439, other_time: 4.1380844116
epoch time: 15.1377668381s, input_fired_time: 0.3281444013, output_fired_time: 0.0000000000, propagate_forward_time: 14.0879735947, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7216491699
validation[          , genome  6195] predictions:    9742/  10000 (97.42%), best:    9782/10000 (97.82%), error:       843.96332, best error:       686.65411 on epoch:    56, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 187.0616607666s, input_fired_time: 2.5263569355, output_fired_time: 3.2842471600, propagate_forward_time: 71.3062133789, propagate_backward_time: 105.7708969116, weight_update_time: 0.1774570197, other_time: 4.1739578247
epoch time: 15.7641534805s, input_fired_time: 0.3163315952, output_fired_time: 0.0000000000, propagate_forward_time: 14.7289428711, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7188787460
validation[          , genome  6195] predictions:    9732/  10000 (97.32%), best:    9782/10000 (97.82%), error:       906.95093, best error:       686.65411 on epoch:    56, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 183.6488647461s, input_fired_time: 2.4880285263, output_fired_time: 2.2999417782, propagate_forward_time: 68.1653518677, propagate_backward_time: 105.6711730957, weight_update_time: 0.1766733080, other_time: 5.0243759155
epoch time: 16.5610008240s, input_fired_time: 0.3718113601, output_fired_time: 0.0000000000, propagate_forward_time: 15.3373203278, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8518695831
validation[          , genome  6195] predictions:    9717/  10000 (97.17%), best:    9782/10000 (97.82%), error:       899.85577, best error:       686.65411 on epoch:    56, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 186.4992218018s, input_fired_time: 2.5656232834, output_fired_time: 2.3076202869, propagate_forward_time: 67.8928604126, propagate_backward_time: 108.4937515259, weight_update_time: 0.1786558926, other_time: 5.2393646240
epoch time: 17.3579998016s, input_fired_time: 0.3683352768, output_fired_time: 0.0000000000, propagate_forward_time: 16.1302547455, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8594093323
validation[          , genome  6195] predictions:    9732/  10000 (97.32%), best:    9782/10000 (97.82%), error:       857.00061, best error:       686.65411 on epoch:    56, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 185.5650024414s, input_fired_time: 2.5135447979, output_fired_time: 2.2672367096, propagate_forward_time: 68.0334167480, propagate_backward_time: 107.6331405640, weight_update_time: 0.1774871647, other_time: 5.1176528931
epoch time: 13.5249958038s, input_fired_time: 0.3057605922, output_fired_time: 0.0000000000, propagate_forward_time: 12.5055084229, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7137269974
validation[          , genome  6195] predictions:    9755/  10000 (97.55%), best:    9782/10000 (97.82%), error:       780.38660, best error:       686.65411 on epoch:    56, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 182.3955993652s, input_fired_time: 2.5044047832, output_fired_time: 3.2727696896, propagate_forward_time: 68.4507522583, propagate_backward_time: 104.0814819336, weight_update_time: 0.1779477298, other_time: 4.0861892700
epoch time: 15.0982360840s, input_fired_time: 0.3197675645, output_fired_time: 0.0000000000, propagate_forward_time: 14.0320301056, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7464380264
validation[          , genome  6195] predictions:    9689/  10000 (96.89%), best:    9782/10000 (97.82%), error:      1001.71765, best error:       686.65411 on epoch:    56, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 181.4729461670s, input_fired_time: 3.5067694187, output_fired_time: 2.2506160736, propagate_forward_time: 66.0815277100, propagate_backward_time: 105.5109329224, weight_update_time: 0.1777570844, other_time: 4.1231002808
epoch time: 13.3802709579s, input_fired_time: 0.3094614744, output_fired_time: 0.0000000000, propagate_forward_time: 12.2416524887, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8291568756
validation[          , genome  6195] predictions:    9778/  10000 (97.78%), best:    9782/10000 (97.82%), error:       724.18787, best error:       686.65411 on epoch:    56, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 180.9928283691s, input_fired_time: 2.5009059906, output_fired_time: 2.2555193901, propagate_forward_time: 67.9632644653, propagate_backward_time: 104.1658554077, weight_update_time: 0.1776524037, other_time: 4.1072845459
epoch time: 15.1496725082s, input_fired_time: 0.3229632080, output_fired_time: 0.0000000000, propagate_forward_time: 14.0765628815, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7501468658
validation[          , genome  6195] predictions:    9757/  10000 (97.57%), best:    9782/10000 (97.82%), error:       784.48352, best error:       686.65411 on epoch:    56, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 181.6296691895s, input_fired_time: 2.5093743801, output_fired_time: 2.2395107746, propagate_forward_time: 66.2221755981, propagate_backward_time: 106.5606689453, weight_update_time: 0.1774237305, other_time: 4.0979385376
epoch time: 15.1866312027s, input_fired_time: 0.3211404085, output_fired_time: 0.0000000000, propagate_forward_time: 14.0908231735, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7746677399
validation[          , genome  6195] predictions:    9756/  10000 (97.56%), best:    9782/10000 (97.82%), error:       828.22443, best error:       686.65411 on epoch:    56, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 181.9248199463s, input_fired_time: 2.4988069534, output_fired_time: 2.2451546192, propagate_forward_time: 69.0422973633, propagate_backward_time: 104.0592269897, weight_update_time: 0.1774266958, other_time: 4.0793380737
epoch time: 13.5761938095s, input_fired_time: 0.3229124546, output_fired_time: 0.0000000000, propagate_forward_time: 12.5279331207, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7253484726
validation[          , genome  6195] predictions:    9541/  10000 (95.41%), best:    9782/10000 (97.82%), error:      1373.92432, best error:       686.65411 on epoch:    56, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 186.9573211670s, input_fired_time: 3.5289058685, output_fired_time: 2.2770986557, propagate_forward_time: 69.9355545044, propagate_backward_time: 106.9748611450, weight_update_time: 0.1790272743, other_time: 4.2409057617
epoch time: 14.8723287582s, input_fired_time: 0.3144203126, output_fired_time: 0.0000000000, propagate_forward_time: 13.8335199356, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7243881226
validation[          , genome  6195] predictions:    9773/  10000 (97.73%), best:    9782/10000 (97.82%), error:       728.70099, best error:       686.65411 on epoch:    56, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 182.1124877930s, input_fired_time: 2.4970164299, output_fired_time: 2.2632865906, propagate_forward_time: 65.4165954590, propagate_backward_time: 107.8930435181, weight_update_time: 0.1770620793, other_time: 4.0425491333
epoch time: 13.5753860474s, input_fired_time: 0.3079778552, output_fired_time: 0.0000000000, propagate_forward_time: 12.5541801453, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7132282257
validation[          , genome  6195] predictions:    9779/  10000 (97.79%), best:    9782/10000 (97.82%), error:       696.37476, best error:       686.65411 on epoch:    56, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 181.5192413330s, input_fired_time: 2.4933795929, output_fired_time: 2.2326960564, propagate_forward_time: 68.9743881226, propagate_backward_time: 103.7603378296, weight_update_time: 0.1774975806, other_time: 4.0584411621
epoch time: 15.0150108337s, input_fired_time: 0.3206017613, output_fired_time: 0.0000000000, propagate_forward_time: 13.9384632111, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7559461594
validation[          , genome  6195] predictions:    9735/  10000 (97.35%), best:    9782/10000 (97.82%), error:       854.85333, best error:       686.65411 on epoch:    56, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 187.4292297363s, input_fired_time: 2.5679702759, output_fired_time: 2.2580320835, propagate_forward_time: 69.6872711182, propagate_backward_time: 108.6932907104, weight_update_time: 0.1783787459, other_time: 4.2226791382
epoch time: 13.5770969391s, input_fired_time: 0.3105640411, output_fired_time: 0.0000000000, propagate_forward_time: 12.5378866196, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7286462784
validation[          , genome  6195] predictions:    9758/  10000 (97.58%), best:    9782/10000 (97.82%), error:       777.28351, best error:       686.65411 on epoch:    56, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 191.2782745361s, input_fired_time: 2.6318407059, output_fired_time: 2.3381032944, propagate_forward_time: 68.2758255005, propagate_backward_time: 113.6983413696, weight_update_time: 0.1979332566, other_time: 4.3341674805
epoch time: 14.7457084656s, input_fired_time: 0.3164747655, output_fired_time: 0.0000000000, propagate_forward_time: 13.7013292313, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7279043198
validation[          , genome  6195] predictions:    9761/  10000 (97.61%), best:    9782/10000 (97.82%), error:       858.55328, best error:       686.65411 on epoch:    56, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 180.4773254395s, input_fired_time: 2.4968855381, output_fired_time: 2.2224740982, propagate_forward_time: 67.4537506104, propagate_backward_time: 104.1676635742, weight_update_time: 0.1765987575, other_time: 4.1365509033
epoch time: 13.5976343155s, input_fired_time: 0.3160471618, output_fired_time: 0.0000000000, propagate_forward_time: 12.5549020767, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7266855240
validation[          , genome  6195] predictions:    9782/  10000 (97.82%), best:    9782/10000 (97.82%), error:       745.00262, best error:       686.65411 on epoch:    56, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 181.7476196289s, input_fired_time: 2.5113511086, output_fired_time: 2.2520186901, propagate_forward_time: 67.1799774170, propagate_backward_time: 105.6902618408, weight_update_time: 0.1778489202, other_time: 4.1140136719
epoch time: 15.2032737732s, input_fired_time: 0.3232041001, output_fired_time: 0.0000000000, propagate_forward_time: 14.1299114227, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7501583099
validation[          , genome  6195] predictions:    9708/  10000 (97.08%), best:    9782/10000 (97.82%), error:       953.63470, best error:       686.65411 on epoch:    56, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 181.3842926025s, input_fired_time: 2.5161807537, output_fired_time: 2.2439944744, propagate_forward_time: 69.0271072388, propagate_backward_time: 103.5374298096, weight_update_time: 0.1774256676, other_time: 4.0595932007
epoch time: 14.8991365433s, input_fired_time: 0.3184364438, output_fired_time: 0.0000000000, propagate_forward_time: 13.8371591568, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7435407639
validation[          , genome  6195] predictions:    9753/  10000 (97.53%), best:    9782/10000 (97.82%), error:       785.73596, best error:       686.65411 on epoch:    56, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 180.9167175293s, input_fired_time: 3.6132023335, output_fired_time: 2.2441761494, propagate_forward_time: 64.9561538696, propagate_backward_time: 105.9681396484, weight_update_time: 0.1771407574, other_time: 4.1350479126
epoch time: 14.9487037659s, input_fired_time: 0.3176501393, output_fired_time: 0.0000000000, propagate_forward_time: 13.8736705780, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7573833466
validation[          , genome  6195] predictions:    9739/  10000 (97.39%), best:    9782/10000 (97.82%), error:       813.10406, best error:       686.65411 on epoch:    56, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 181.6224212646s, input_fired_time: 2.5087428093, output_fired_time: 2.2425343990, propagate_forward_time: 69.1406860352, propagate_backward_time: 102.6192703247, weight_update_time: 0.1782770902, other_time: 5.1111831665
epoch time: 15.1194314957s, input_fired_time: 0.3204899132, output_fired_time: 0.0000000000, propagate_forward_time: 13.0559263229, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7430152893
validation[          , genome  6195] predictions:    9770/  10000 (97.70%), best:    9782/10000 (97.82%), error:       734.45630, best error:       686.65411 on epoch:    56, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 191.1408386230s, input_fired_time: 2.6810033321, output_fired_time: 2.3557813168, propagate_forward_time: 73.3980178833, propagate_backward_time: 108.3626327515, weight_update_time: 0.2094392329, other_time: 4.3434143066
epoch time: 14.9664850235s, input_fired_time: 0.3187745512, output_fired_time: 0.0000000000, propagate_forward_time: 13.9176721573, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7300386429
validation[          , genome  6195] predictions:    9727/  10000 (97.27%), best:    9782/10000 (97.82%), error:       879.74750, best error:       686.65411 on epoch:    56, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 182.7564697266s, input_fired_time: 2.5038297176, output_fired_time: 2.2657954693, propagate_forward_time: 69.5051574707, propagate_backward_time: 104.4029083252, weight_update_time: 0.1779901981, other_time: 4.0787811279
epoch time: 14.9113082886s, input_fired_time: 0.3169385195, output_fired_time: 0.0000000000, propagate_forward_time: 13.8646268845, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7297430038
validation[          , genome  6195] predictions:    9764/  10000 (97.64%), best:    9782/10000 (97.82%), error:       766.35498, best error:       686.65411 on epoch:    56, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 181.4078979492s, input_fired_time: 2.5033028126, output_fired_time: 2.3401677608, propagate_forward_time: 67.3614273071, propagate_backward_time: 105.1211090088, weight_update_time: 0.1773265600, other_time: 4.0819015503
epoch time: 14.8199434280s, input_fired_time: 0.3186959028, output_fired_time: 0.0000000000, propagate_forward_time: 13.7375812531, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7636661530
validation[          , genome  6195] predictions:    9754/  10000 (97.54%), best:    9782/10000 (97.82%), error:       782.57489, best error:       686.65411 on epoch:    56, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 180.9282379150s, input_fired_time: 3.5226440430, output_fired_time: 3.2443280220, propagate_forward_time: 66.6311187744, propagate_backward_time: 103.4461364746, weight_update_time: 0.1778982729, other_time: 4.0840148926
epoch time: 15.0342397690s, input_fired_time: 0.3238311410, output_fired_time: 0.0000000000, propagate_forward_time: 13.9754533768, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7349548340
validation[          , genome  6195] predictions:    9760/  10000 (97.60%), best:    9782/10000 (97.82%), error:       752.34406, best error:       686.65411 on epoch:    56, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 191.9761962891s, input_fired_time: 2.6569426060, output_fired_time: 2.3664731979, propagate_forward_time: 71.2268829346, propagate_backward_time: 111.4170761108, weight_update_time: 0.1875313967, other_time: 4.3088302612
epoch time: 15.2921161652s, input_fired_time: 0.3263312578, output_fired_time: 0.0000000000, propagate_forward_time: 14.1896686554, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7761163712
validation[          , genome  6195] predictions:    9741/  10000 (97.41%), best:    9782/10000 (97.82%), error:       862.54559, best error:       686.65411 on epoch:    56, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 184.6211090088s, input_fired_time: 2.5628859997, output_fired_time: 3.2961850166, propagate_forward_time: 70.2229080200, propagate_backward_time: 104.3655242920, weight_update_time: 0.1791351438, other_time: 4.1736068726
epoch time: 15.1066780090s, input_fired_time: 0.3230350912, output_fired_time: 0.0000000000, propagate_forward_time: 14.0455818176, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7380609512
validation[          , genome  6195] predictions:    9754/  10000 (97.54%), best:    9782/10000 (97.82%), error:       786.62762, best error:       686.65411 on epoch:    56, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 190.6634826660s, input_fired_time: 2.5942380428, output_fired_time: 2.3306288719, propagate_forward_time: 68.2432098389, propagate_backward_time: 113.2831192017, weight_update_time: 0.1779281348, other_time: 4.2122879028
epoch time: 13.8282184601s, input_fired_time: 0.3180293739, output_fired_time: 0.0000000000, propagate_forward_time: 12.7734098434, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7367792130
validation[          , genome  6195] predictions:    9765/  10000 (97.65%), best:    9782/10000 (97.82%), error:       735.23285, best error:       686.65411 on epoch:    56, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 181.4722290039s, input_fired_time: 2.5056431293, output_fired_time: 2.2574310303, propagate_forward_time: 66.1930770874, propagate_backward_time: 106.4424972534, weight_update_time: 0.1775537878, other_time: 4.0735778809
epoch time: 14.8944740295s, input_fired_time: 0.3217878938, output_fired_time: 0.0000000000, propagate_forward_time: 13.8329267502, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7397594452
validation[          , genome  6195] predictions:    9747/  10000 (97.47%), best:    9782/10000 (97.82%), error:       779.24323, best error:       686.65411 on epoch:    56, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 191.3605957031s, input_fired_time: 2.6229565144, output_fired_time: 2.3694150448, propagate_forward_time: 70.5558319092, propagate_backward_time: 111.5039978027, weight_update_time: 0.1975573897, other_time: 4.3083953857
epoch time: 13.8918504715s, input_fired_time: 0.3131247461, output_fired_time: 0.0000000000, propagate_forward_time: 12.8697681427, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7089576721
validation[          , genome  6195] predictions:    9707/  10000 (97.07%), best:    9782/10000 (97.82%), error:       925.40393, best error:       686.65411 on epoch:    56, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 187.2907409668s, input_fired_time: 2.5762546062, output_fired_time: 2.3051867485, propagate_forward_time: 71.0970840454, propagate_backward_time: 107.2024612427, weight_update_time: 0.1855518520, other_time: 4.1097564697
epoch time: 17.8354682922s, input_fired_time: 0.4326738417, output_fired_time: 0.0000000000, propagate_forward_time: 16.5493507385, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8534431458
validation[          , genome  6195] predictions:    9772/  10000 (97.72%), best:    9782/10000 (97.82%), error:       713.87561, best error:       686.65411 on epoch:    56, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 181.6286773682s, input_fired_time: 2.5169503689, output_fired_time: 3.2452468872, propagate_forward_time: 64.9829025269, propagate_backward_time: 106.7587432861, weight_update_time: 0.1778352708, other_time: 4.1248397827
epoch time: 13.6288022995s, input_fired_time: 0.3174321353, output_fired_time: 0.0000000000, propagate_forward_time: 12.5909566879, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7204132080
validation[          , genome  6195] predictions:    9763/  10000 (97.63%), best:    9782/10000 (97.82%), error:       785.14551, best error:       686.65411 on epoch:    56, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 181.4050903320s, input_fired_time: 2.5061025620, output_fired_time: 2.2560582161, propagate_forward_time: 65.0274200439, propagate_backward_time: 107.4709014893, weight_update_time: 0.1783611029, other_time: 4.1446075439
epoch time: 13.7964010239s, input_fired_time: 0.3160638213, output_fired_time: 0.0000000000, propagate_forward_time: 12.7553176880, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7250194550
validation[          , genome  6195] predictions:    9761/  10000 (97.61%), best:    9782/10000 (97.82%), error:       781.09521, best error:       686.65411 on epoch:    56, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 190.8850402832s, input_fired_time: 2.6155300140, output_fired_time: 2.2873539925, propagate_forward_time: 69.8192520142, propagate_backward_time: 111.7444458008, weight_update_time: 0.1779731065, other_time: 4.4184646606
epoch time: 15.6334457397s, input_fired_time: 0.3502819538, output_fired_time: 0.0000000000, propagate_forward_time: 14.5584917068, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7246723175
validation[          , genome  6195] predictions:    9769/  10000 (97.69%), best:    9782/10000 (97.82%), error:       735.21851, best error:       686.65411 on epoch:    56, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 189.0414733887s, input_fired_time: 2.6509606838, output_fired_time: 2.3643300533, propagate_forward_time: 68.8201293945, propagate_backward_time: 109.7380447388, weight_update_time: 0.1935831755, other_time: 5.4680099487
epoch time: 15.1738624573s, input_fired_time: 0.3259599209, output_fired_time: 0.0000000000, propagate_forward_time: 14.1014232635, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7464790344
validation[          , genome  6195] predictions:    9751/  10000 (97.51%), best:    9782/10000 (97.82%), error:       828.43604, best error:       686.65411 on epoch:    56, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 189.7663879395s, input_fired_time: 2.6335172653, output_fired_time: 2.3656282425, propagate_forward_time: 70.7034225464, propagate_backward_time: 109.7183685303, weight_update_time: 0.1946998090, other_time: 4.3454513550
epoch time: 15.1516933441s, input_fired_time: 0.3234231770, output_fired_time: 0.0000000000, propagate_forward_time: 14.0560255051, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7722444534
validation[          , genome  6195] predictions:    9792/  10000 (97.92%), best:    9782/10000 (97.82%), error:       715.72662, best error:       686.65411 on epoch:    56, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 183.5557098389s, input_fired_time: 2.5598561764, output_fired_time: 2.2732629776, propagate_forward_time: 68.9494018555, propagate_backward_time: 105.6842346191, weight_update_time: 0.1777433753, other_time: 4.0889434814
epoch time: 14.8175048828s, input_fired_time: 0.3203169405, output_fired_time: 0.0000000000, propagate_forward_time: 13.7606945038, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7364931107
validation[          , genome  6195] predictions:    9768/  10000 (97.68%), best:    9782/10000 (97.82%), error:       758.71021, best error:       686.65411 on epoch:    56, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 183.8500823975s, input_fired_time: 2.5909476280, output_fired_time: 2.2669050694, propagate_forward_time: 67.9590148926, propagate_backward_time: 106.8807678223, weight_update_time: 0.1807401329, other_time: 4.1524505615
epoch time: 14.7582092285s, input_fired_time: 0.3161516786, output_fired_time: 0.0000000000, propagate_forward_time: 13.7062740326, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7357835770
validation[          , genome  6195] predictions:    9770/  10000 (97.70%), best:    9782/10000 (97.82%), error:       708.28839, best error:       686.65411 on epoch:    56, 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: 74.0686264038s, input_fired_time: 1.5764478445, output_fired_time: 0.0000000000, propagate_forward_time: 67.6986618042, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.7935180664
best training[          , genome  6195] predictions:   49657/  50000 (99.31%), best:    9782/10000 (97.82%), error:      1431.09155, best error:       686.65411 on epoch:    56, 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: 13.5609207153s, input_fired_time: 0.3099363744, output_fired_time: 0.0000000000, propagate_forward_time: 12.5128040314, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7381801605
   testing[          , genome  6195] predictions:    9811/  10000 (98.11%), best:    9782/10000 (97.82%), error:       615.86694, best error:       686.65411 on epoch:    56, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
04:40:18 (10844): called boinc_finish(0)

</stderr_txt>
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