Nameexact_genome_1512568488_42_6735_0
Workunit2604932
Created7 Dec 2017, 21:35:25 UTC
Sent7 Dec 2017, 21:41:03 UTC
Report deadline19 Dec 2017, 13:50:20 UTC
Received8 Dec 2017, 15:46:43 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID57373
Run time6 hours 27 min 49 sec
CPU time6 hours 26 min 47 sec
Validate stateValid
Credit2,918.28
Device peak FLOPS3.51 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size158.89 MB
Peak swap size162.31 MB
Peak disk usage2.86 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
853.34991 on epoch:     9, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 210.1187438965s, input_fired_time: 2.3783307076, output_fired_time: 2.1255829334, propagate_forward_time: 80.4016647339, propagate_backward_time: 121.4126510620, weight_update_time: 0.1980510354, other_time: 3.8005218506
epoch time: 16.9477844238s, input_fired_time: 0.3026824892, output_fired_time: 0.0000000000, propagate_forward_time: 15.9741172791, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6709842682
validation[          , genome  6735] predictions:    9725/  10000 (97.25%), best:    9744/10000 (97.44%), error:       959.02277, best error:       853.34991 on epoch:     9, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 209.3905487061s, input_fired_time: 2.3744735718, output_fired_time: 2.1166701317, propagate_forward_time: 80.1015625000, propagate_backward_time: 120.9654388428, weight_update_time: 0.1986171305, other_time: 3.8324127197
epoch time: 17.0217170715s, input_fired_time: 0.2984976768, output_fired_time: 0.0000000000, propagate_forward_time: 16.0419635773, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6812553406
validation[          , genome  6735] predictions:    9726/  10000 (97.26%), best:    9744/10000 (97.44%), error:       867.96747, best error:       853.34991 on epoch:     9, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 212.1777191162s, input_fired_time: 2.4052519798, output_fired_time: 2.1713469028, propagate_forward_time: 81.1028671265, propagate_backward_time: 122.6163253784, weight_update_time: 0.1997432560, other_time: 3.8819274902
epoch time: 17.0621032715s, input_fired_time: 0.2937088013, output_fired_time: 0.0000000000, propagate_forward_time: 16.0939254761, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6744689941
validation[          , genome  6735] predictions:    9718/  10000 (97.18%), best:    9744/10000 (97.44%), error:       946.27551, best error:       853.34991 on epoch:     9, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 210.9510040283s, input_fired_time: 2.3460428715, output_fired_time: 2.1429557800, propagate_forward_time: 80.9349365234, propagate_backward_time: 121.7593841553, weight_update_time: 0.2004363090, other_time: 3.7676849365
epoch time: 17.1547088623s, input_fired_time: 0.2960866094, output_fired_time: 0.0000000000, propagate_forward_time: 16.1814956665, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6771259308
validation[          , genome  6735] predictions:    9745/  10000 (97.45%), best:    9745/10000 (97.45%), error:       839.78497, best error:       839.78497 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 210.0959014893s, input_fired_time: 2.3448638916, output_fired_time: 2.1173470020, propagate_forward_time: 80.2200012207, propagate_backward_time: 121.6357498169, weight_update_time: 0.1983565837, other_time: 3.7779464722
epoch time: 17.0109195709s, input_fired_time: 0.3001292348, output_fired_time: 0.0000000000, propagate_forward_time: 16.0446128845, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6661777496
validation[          , genome  6735] predictions:    9674/  10000 (96.74%), best:    9745/10000 (97.45%), error:      1006.09387, best error:       839.78497 on epoch:    18, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 211.8031311035s, input_fired_time: 2.3771359921, output_fired_time: 2.1399488449, propagate_forward_time: 80.9576110840, propagate_backward_time: 122.4514999390, weight_update_time: 0.2086319625, other_time: 3.8769302368
epoch time: 17.0270366669s, input_fired_time: 0.3053102791, output_fired_time: 0.0000000000, propagate_forward_time: 16.0447425842, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6769828796
validation[          , genome  6735] predictions:    9759/  10000 (97.59%), best:    9759/10000 (97.59%), error:       829.72150, best error:       829.72150 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 209.8478698730s, input_fired_time: 2.3731129169, output_fired_time: 2.1334002018, propagate_forward_time: 80.1035995483, propagate_backward_time: 121.4071350098, weight_update_time: 0.1978055239, other_time: 3.8306198120
epoch time: 16.9419879913s, input_fired_time: 0.3057657778, output_fired_time: 0.0000000000, propagate_forward_time: 15.9665546417, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6696681976
validation[          , genome  6735] predictions:    9748/  10000 (97.48%), best:    9759/10000 (97.59%), error:       847.26233, best error:       829.72150 on epoch:    20, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 211.9625244141s, input_fired_time: 2.3528707027, output_fired_time: 2.1300063133, propagate_forward_time: 81.2173309326, propagate_backward_time: 122.4969940186, weight_update_time: 0.1960777491, other_time: 3.7653198242
epoch time: 17.5144290924s, input_fired_time: 0.2996497452, output_fired_time: 0.0000000000, propagate_forward_time: 16.5098972321, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7048816681
validation[          , genome  6735] predictions:    9736/  10000 (97.36%), best:    9736/10000 (97.36%), error:       819.66321, best error:       819.66321 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 209.8150787354s, input_fired_time: 2.3843524456, output_fired_time: 2.1410822868, propagate_forward_time: 80.1131210327, propagate_backward_time: 121.3046112061, weight_update_time: 0.2017408311, other_time: 3.8719100952
epoch time: 17.0349617004s, input_fired_time: 0.2945506275, output_fired_time: 0.0000000000, propagate_forward_time: 16.0716590881, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6687526703
validation[          , genome  6735] predictions:    9695/  10000 (96.95%), best:    9736/10000 (97.36%), error:       995.37506, best error:       819.66321 on epoch:    22, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 210.9544830322s, input_fired_time: 2.3804299831, output_fired_time: 2.1573567390, propagate_forward_time: 80.3125381470, propagate_backward_time: 122.2442779541, weight_update_time: 0.2089844048, other_time: 3.8598709106
epoch time: 16.9377307892s, input_fired_time: 0.3088134527, output_fired_time: 0.0000000000, propagate_forward_time: 15.9405002594, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6884174347
validation[          , genome  6735] predictions:    9721/  10000 (97.21%), best:    9736/10000 (97.36%), error:       867.96326, best error:       819.66321 on epoch:    22, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 210.5975494385s, input_fired_time: 2.3793444633, output_fired_time: 2.1164412498, propagate_forward_time: 80.2793350220, propagate_backward_time: 121.9642715454, weight_update_time: 0.2024101317, other_time: 3.8581542969
epoch time: 17.1473636627s, input_fired_time: 0.3105084300, output_fired_time: 0.0000000000, propagate_forward_time: 16.1636085510, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6732463837
validation[          , genome  6735] predictions:    9746/  10000 (97.46%), best:    9736/10000 (97.36%), error:       862.14526, best error:       819.66321 on epoch:    22, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 209.9013061523s, input_fired_time: 2.3735625744, output_fired_time: 2.1312561035, propagate_forward_time: 80.0346374512, propagate_backward_time: 121.5211029053, weight_update_time: 0.1977716833, other_time: 3.8407440186
epoch time: 17.2895431519s, input_fired_time: 0.2986655831, output_fired_time: 0.0000000000, propagate_forward_time: 16.3187656403, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6721115112
validation[          , genome  6735] predictions:    9743/  10000 (97.43%), best:    9736/10000 (97.36%), error:       828.80817, best error:       819.66321 on epoch:    22, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 210.9996185303s, input_fired_time: 2.3538112640, output_fired_time: 2.1363031864, propagate_forward_time: 80.5980606079, propagate_backward_time: 122.0989913940, weight_update_time: 0.1981695741, other_time: 3.8124542236
epoch time: 16.9645614624s, input_fired_time: 0.2962299585, output_fired_time: 0.0000000000, propagate_forward_time: 15.9897241592, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6786069870
validation[          , genome  6735] predictions:    9683/  10000 (96.83%), best:    9736/10000 (97.36%), error:      1019.22626, best error:       819.66321 on epoch:    22, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 212.1575469971s, input_fired_time: 2.3942763805, output_fired_time: 2.1434316635, propagate_forward_time: 80.8150405884, propagate_backward_time: 122.9694595337, weight_update_time: 0.1980592161, other_time: 3.8353424072
epoch time: 17.0487842560s, input_fired_time: 0.2991100252, output_fired_time: 0.0000000000, propagate_forward_time: 16.0748538971, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6748199463
validation[          , genome  6735] predictions:    9756/  10000 (97.56%), best:    9736/10000 (97.36%), error:       830.59528, best error:       819.66321 on epoch:    22, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 210.4779968262s, input_fired_time: 2.3715348244, output_fired_time: 2.1369721889, propagate_forward_time: 80.1010894775, propagate_backward_time: 122.0648727417, weight_update_time: 0.1983466148, other_time: 3.8035202026
epoch time: 16.9428539276s, input_fired_time: 0.3053187430, output_fired_time: 0.0000000000, propagate_forward_time: 15.9649581909, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6725769043
validation[          , genome  6735] predictions:    9773/  10000 (97.73%), best:    9773/10000 (97.73%), error:       776.36499, best error:       776.36499 on epoch:    29, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 210.9338989258s, input_fired_time: 2.4098467827, output_fired_time: 2.1316654682, propagate_forward_time: 80.3835372925, propagate_backward_time: 122.1593475342, weight_update_time: 0.2012078613, other_time: 3.8494949341
epoch time: 16.9942245483s, input_fired_time: 0.3065252900, output_fired_time: 0.0000000000, propagate_forward_time: 16.0151596069, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6725387573
validation[          , genome  6735] predictions:    9768/  10000 (97.68%), best:    9768/10000 (97.68%), error:       775.07654, best error:       775.07654 on epoch:    30, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 208.7271423340s, input_fired_time: 2.3758766651, output_fired_time: 2.1016964912, propagate_forward_time: 79.3489685059, propagate_backward_time: 121.0665893555, weight_update_time: 0.1974881291, other_time: 3.8340148926
epoch time: 16.8964595795s, input_fired_time: 0.3020068407, output_fired_time: 0.0000000000, propagate_forward_time: 15.9240350723, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6704168320
validation[          , genome  6735] predictions:    9765/  10000 (97.65%), best:    9768/10000 (97.68%), error:       784.69092, best error:       775.07654 on epoch:    30, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 210.5521545410s, input_fired_time: 2.3710143566, output_fired_time: 2.1393685341, propagate_forward_time: 80.1667098999, propagate_backward_time: 122.0480728149, weight_update_time: 0.1982173771, other_time: 3.8269805908
epoch time: 17.4454326630s, input_fired_time: 0.3089306951, output_fired_time: 0.0000000000, propagate_forward_time: 16.4553241730, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6811771393
validation[          , genome  6735] predictions:    9701/  10000 (97.01%), best:    9768/10000 (97.68%), error:       955.23376, best error:       775.07654 on epoch:    30, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 210.5551147461s, input_fired_time: 2.4001116753, output_fired_time: 2.1344821453, propagate_forward_time: 80.3342666626, propagate_backward_time: 121.8092193604, weight_update_time: 0.1994670779, other_time: 3.8770370483
epoch time: 17.2073383331s, input_fired_time: 0.3001317680, output_fired_time: 0.0000000000, propagate_forward_time: 16.2375602722, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6696472168
validation[          , genome  6735] predictions:    9746/  10000 (97.46%), best:    9768/10000 (97.68%), error:       830.92450, best error:       775.07654 on epoch:    30, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 210.9907379150s, input_fired_time: 2.3522338867, output_fired_time: 2.1449236870, propagate_forward_time: 80.2295837402, propagate_backward_time: 122.4439544678, weight_update_time: 0.2036480904, other_time: 3.8200378418
epoch time: 17.2495059967s, input_fired_time: 0.3001696169, output_fired_time: 0.0000000000, propagate_forward_time: 16.2882843018, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6610527039
validation[          , genome  6735] predictions:    9766/  10000 (97.66%), best:    9768/10000 (97.68%), error:       778.09662, best error:       775.07654 on epoch:    30, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 210.4973297119s, input_fired_time: 2.3696429729, output_fired_time: 2.1199860573, propagate_forward_time: 80.2118988037, propagate_backward_time: 122.0196990967, weight_update_time: 0.1974776238, other_time: 3.7761077881
epoch time: 17.1898498535s, input_fired_time: 0.3042687774, output_fired_time: 0.0000000000, propagate_forward_time: 16.1922855377, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6932964325
validation[          , genome  6735] predictions:    9742/  10000 (97.42%), best:    9768/10000 (97.68%), error:       835.82715, best error:       775.07654 on epoch:    30, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 210.9727172852s, input_fired_time: 2.3891053200, output_fired_time: 2.1206314564, propagate_forward_time: 80.1784057617, propagate_backward_time: 122.4015274048, weight_update_time: 0.2099087834, other_time: 3.8830490112
epoch time: 17.2284545898s, input_fired_time: 0.3059136569, output_fired_time: 0.0000000000, propagate_forward_time: 16.2398643494, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6826763153
validation[          , genome  6735] predictions:    9764/  10000 (97.64%), best:    9764/10000 (97.64%), error:       770.86072, best error:       770.86072 on epoch:    36, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 211.2890777588s, input_fired_time: 2.3938746452, output_fired_time: 2.1261780262, propagate_forward_time: 80.3872756958, propagate_backward_time: 122.5373001099, weight_update_time: 0.2033089250, other_time: 3.8444519043
epoch time: 17.0961055756s, input_fired_time: 0.3143915534, output_fired_time: 0.0000000000, propagate_forward_time: 16.1095561981, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6721572876
validation[          , genome  6735] predictions:    9621/  10000 (96.21%), best:    9764/10000 (97.64%), error:      1198.90320, best error:       770.86072 on epoch:    36, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 212.9541625977s, input_fired_time: 2.4060382843, output_fired_time: 2.1478226185, propagate_forward_time: 81.1157836914, propagate_backward_time: 123.4053649902, weight_update_time: 0.2045051008, other_time: 3.8791503906
epoch time: 17.1679134369s, input_fired_time: 0.2993981838, output_fired_time: 0.0000000000, propagate_forward_time: 16.1977882385, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6707267761
validation[          , genome  6735] predictions:    9713/  10000 (97.13%), best:    9764/10000 (97.64%), error:       889.77802, best error:       770.86072 on epoch:    36, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 210.7181549072s, input_fired_time: 2.3724615574, output_fired_time: 2.1248064041, propagate_forward_time: 80.1304092407, propagate_backward_time: 122.2529296875, weight_update_time: 0.1976055652, other_time: 3.8375473022
epoch time: 17.0122528076s, input_fired_time: 0.2977167964, output_fired_time: 0.0000000000, propagate_forward_time: 16.0489349365, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6656017303
validation[          , genome  6735] predictions:    9725/  10000 (97.25%), best:    9764/10000 (97.64%), error:       839.71484, best error:       770.86072 on epoch:    36, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 209.9956512451s, input_fired_time: 2.3894743919, output_fired_time: 2.1177067757, propagate_forward_time: 79.8645172119, propagate_backward_time: 121.7871627808, weight_update_time: 0.1986453831, other_time: 3.8367843628
epoch time: 17.2590007782s, input_fired_time: 0.3123103976, output_fired_time: 0.0000000000, propagate_forward_time: 16.2575950623, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6890945435
validation[          , genome  6735] predictions:    9775/  10000 (97.75%), best:    9764/10000 (97.64%), error:       800.37701, best error:       770.86072 on epoch:    36, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 210.6314849854s, input_fired_time: 2.4033589363, output_fired_time: 2.1178522110, propagate_forward_time: 79.9714965820, propagate_backward_time: 122.2199096680, weight_update_time: 0.2052720934, other_time: 3.9188537598
epoch time: 16.9137439728s, input_fired_time: 0.2954682112, output_fired_time: 0.0000000000, propagate_forward_time: 15.9714164734, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6468601227
validation[          , genome  6735] predictions:    9733/  10000 (97.33%), best:    9764/10000 (97.64%), error:       893.24243, best error:       770.86072 on epoch:    36, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 211.4560852051s, input_fired_time: 2.3623762131, output_fired_time: 2.1392378807, propagate_forward_time: 80.4427566528, propagate_backward_time: 122.7401733398, weight_update_time: 0.1969657838, other_time: 3.7715377808
epoch time: 17.1423778534s, input_fired_time: 0.2994305789, output_fired_time: 0.0000000000, propagate_forward_time: 16.1759014130, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6670455933
validation[          , genome  6735] predictions:    9746/  10000 (97.46%), best:    9764/10000 (97.64%), error:       864.24738, best error:       770.86072 on epoch:    36, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 212.9201202393s, input_fired_time: 2.3824484348, output_fired_time: 2.1565845013, propagate_forward_time: 80.8694458008, propagate_backward_time: 123.6265411377, weight_update_time: 0.2029408514, other_time: 3.8851013184
epoch time: 17.6154766083s, input_fired_time: 0.3193190694, output_fired_time: 0.0000000000, propagate_forward_time: 16.6092739105, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6868839264
validation[          , genome  6735] predictions:    9758/  10000 (97.58%), best:    9758/10000 (97.58%), error:       748.54053, best error:       748.54053 on epoch:    43, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 209.8806762695s, input_fired_time: 2.4148700237, output_fired_time: 2.1213002205, propagate_forward_time: 79.7147064209, propagate_backward_time: 121.7686004639, weight_update_time: 0.2009228170, other_time: 3.8611907959
epoch time: 17.0857982635s, input_fired_time: 0.3024946153, output_fired_time: 0.0000000000, propagate_forward_time: 16.1065940857, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6767101288
validation[          , genome  6735] predictions:    9778/  10000 (97.78%), best:    9758/10000 (97.58%), error:       754.22028, best error:       748.54053 on epoch:    43, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 210.6739807129s, input_fired_time: 2.3704819679, output_fired_time: 2.1058893204, propagate_forward_time: 80.0655059814, propagate_backward_time: 122.3424148560, weight_update_time: 0.1967644989, other_time: 3.7896804810
epoch time: 16.9934310913s, input_fired_time: 0.3033772111, output_fired_time: 0.0000000000, propagate_forward_time: 16.0153121948, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6747417450
validation[          , genome  6735] predictions:    9710/  10000 (97.10%), best:    9758/10000 (97.58%), error:       925.67267, best error:       748.54053 on epoch:    43, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 211.8177490234s, input_fired_time: 2.3690600395, output_fired_time: 2.1423349380, propagate_forward_time: 80.4996719360, propagate_backward_time: 122.9898300171, weight_update_time: 0.1955741495, other_time: 3.8168487549
epoch time: 17.0855445862s, input_fired_time: 0.3027451038, output_fired_time: 0.0000000000, propagate_forward_time: 16.1184349060, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6643638611
validation[          , genome  6735] predictions:    9783/  10000 (97.83%), best:    9783/10000 (97.83%), error:       727.38519, best error:       727.38519 on epoch:    46, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 211.8891448975s, input_fired_time: 2.3923540115, output_fired_time: 2.1246960163, propagate_forward_time: 80.4763107300, propagate_backward_time: 123.0807571411, weight_update_time: 0.1971562654, other_time: 3.8150329590
epoch time: 17.0250663757s, input_fired_time: 0.2971700132, output_fired_time: 0.0000000000, propagate_forward_time: 16.0649662018, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6629295349
validation[          , genome  6735] predictions:    9769/  10000 (97.69%), best:    9783/10000 (97.83%), error:       758.68854, best error:       727.38519 on epoch:    46, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 211.9743652344s, input_fired_time: 2.3829150200, output_fired_time: 2.1395378113, propagate_forward_time: 80.6203002930, propagate_backward_time: 123.0475997925, weight_update_time: 0.1956500709, other_time: 3.7840042114
epoch time: 17.0289573669s, input_fired_time: 0.3097919226, output_fired_time: 0.0000000000, propagate_forward_time: 16.0437965393, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6753692627
validation[          , genome  6735] predictions:    9724/  10000 (97.24%), best:    9783/10000 (97.83%), error:       876.11487, best error:       727.38519 on epoch:    46, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 211.3241577148s, input_fired_time: 2.3879945278, output_fired_time: 2.1244874001, propagate_forward_time: 80.2052612305, propagate_backward_time: 122.7790527344, weight_update_time: 0.2024973184, other_time: 3.8273620605
epoch time: 17.0072765350s, input_fired_time: 0.3161922395, output_fired_time: 0.0000000000, propagate_forward_time: 16.0192279816, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6718559265
validation[          , genome  6735] predictions:    9761/  10000 (97.61%), best:    9783/10000 (97.83%), error:       809.37555, best error:       727.38519 on epoch:    46, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 212.2715911865s, input_fired_time: 2.3939645290, output_fired_time: 2.1387031078, propagate_forward_time: 80.7019882202, propagate_backward_time: 123.2509536743, weight_update_time: 0.2011602819, other_time: 3.7859802246
epoch time: 16.9378585815s, input_fired_time: 0.3085862696, output_fired_time: 0.0000000000, propagate_forward_time: 15.9576625824, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6716098785
validation[          , genome  6735] predictions:    9755/  10000 (97.55%), best:    9783/10000 (97.83%), error:       850.81525, best error:       727.38519 on epoch:    46, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 213.0860443115s, input_fired_time: 2.3863234520, output_fired_time: 2.1424241066, propagate_forward_time: 80.7374954224, propagate_backward_time: 124.0111846924, weight_update_time: 0.2062313408, other_time: 3.8086166382
epoch time: 16.8953304291s, input_fired_time: 0.3053585589, output_fired_time: 0.0000000000, propagate_forward_time: 15.9097347260, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6802368164
validation[          , genome  6735] predictions:    9703/  10000 (97.03%), best:    9783/10000 (97.83%), error:       987.42932, best error:       727.38519 on epoch:    46, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 212.0873107910s, input_fired_time: 2.4154176712, output_fired_time: 2.1471788883, propagate_forward_time: 80.5802078247, propagate_backward_time: 123.1281509399, weight_update_time: 0.1979350299, other_time: 3.8163452148
epoch time: 17.1061401367s, input_fired_time: 0.2992807329, output_fired_time: 0.0000000000, propagate_forward_time: 16.1338939667, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6729660034
validation[          , genome  6735] predictions:    9783/  10000 (97.83%), best:    9783/10000 (97.83%), error:       798.57330, best error:       727.38519 on epoch:    46, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 211.3687744141s, input_fired_time: 2.3901352882, output_fired_time: 2.1190896034, propagate_forward_time: 80.2889251709, propagate_backward_time: 122.7597808838, weight_update_time: 0.1965332627, other_time: 3.8108367920
epoch time: 17.0368614197s, input_fired_time: 0.3043886721, output_fired_time: 0.0000000000, propagate_forward_time: 16.0677356720, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6647377014
validation[          , genome  6735] predictions:    9747/  10000 (97.47%), best:    9783/10000 (97.83%), error:       829.39545, best error:       727.38519 on epoch:    46, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 211.9501342773s, input_fired_time: 2.4025402069, output_fired_time: 2.1250708103, propagate_forward_time: 80.4354324341, propagate_backward_time: 123.1559143066, weight_update_time: 0.1973739117, other_time: 3.8311691284
epoch time: 17.4910087585s, input_fired_time: 0.3275441825, output_fired_time: 0.0000000000, propagate_forward_time: 16.4771900177, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6862754822
validation[          , genome  6735] predictions:    9772/  10000 (97.72%), best:    9783/10000 (97.83%), error:       763.18445, best error:       727.38519 on epoch:    46, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 211.5241241455s, input_fired_time: 2.3967792988, output_fired_time: 2.1248586178, propagate_forward_time: 80.4159469604, propagate_backward_time: 122.7560882568, weight_update_time: 0.2029414922, other_time: 3.8304519653
epoch time: 17.0595836639s, input_fired_time: 0.3028121889, output_fired_time: 0.0000000000, propagate_forward_time: 16.0981388092, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6586322784
validation[          , genome  6735] predictions:    9774/  10000 (97.74%), best:    9774/10000 (97.74%), error:       718.60559, best error:       718.60559 on epoch:    55, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 213.7359313965s, input_fired_time: 2.3987421989, output_fired_time: 2.1594219208, propagate_forward_time: 81.0629730225, propagate_backward_time: 124.2867202759, weight_update_time: 0.2075364441, other_time: 3.8280715942
epoch time: 17.4032497406s, input_fired_time: 0.3009266555, output_fired_time: 0.0000000000, propagate_forward_time: 16.4095783234, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6927452087
validation[          , genome  6735] predictions:    9723/  10000 (97.23%), best:    9774/10000 (97.74%), error:       930.80072, best error:       718.60559 on epoch:    55, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 212.7399902344s, input_fired_time: 2.4055473804, output_fired_time: 2.1327669621, propagate_forward_time: 80.8012924194, propagate_backward_time: 123.5678939819, weight_update_time: 0.1983701140, other_time: 3.8324890137
epoch time: 17.0888957977s, input_fired_time: 0.3041182756, output_fired_time: 0.0000000000, propagate_forward_time: 16.1198902130, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6648864746
validation[          , genome  6735] predictions:    9729/  10000 (97.29%), best:    9774/10000 (97.74%), error:       929.72504, best error:       718.60559 on epoch:    55, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 210.2833557129s, input_fired_time: 2.4038589001, output_fired_time: 2.1280777454, propagate_forward_time: 79.8107070923, propagate_backward_time: 122.0821075439, weight_update_time: 0.1995422393, other_time: 3.8586044312
epoch time: 16.9878158569s, input_fired_time: 0.3080079556, output_fired_time: 0.0000000000, propagate_forward_time: 16.0074138641, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6723937988
validation[          , genome  6735] predictions:    9718/  10000 (97.18%), best:    9774/10000 (97.74%), error:       886.30090, best error:       718.60559 on epoch:    55, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 211.7458648682s, input_fired_time: 2.4115064144, output_fired_time: 2.1237599850, propagate_forward_time: 80.4059524536, propagate_backward_time: 122.9648666382, weight_update_time: 0.1987963617, other_time: 3.8397827148
epoch time: 16.9186935425s, input_fired_time: 0.3116400838, output_fired_time: 0.0000000000, propagate_forward_time: 15.9342575073, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6727962494
validation[          , genome  6735] predictions:    9781/  10000 (97.81%), best:    9774/10000 (97.74%), error:       766.49268, best error:       718.60559 on epoch:    55, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 211.0998687744s, input_fired_time: 2.4270527363, output_fired_time: 2.1354317665, propagate_forward_time: 80.0723190308, propagate_backward_time: 122.5982818604, weight_update_time: 0.2009124458, other_time: 3.8667831421
epoch time: 17.0734519958s, input_fired_time: 0.3098595738, output_fired_time: 0.0000000000, propagate_forward_time: 16.0905113220, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6730804443
validation[          , genome  6735] predictions:    9764/  10000 (97.64%), best:    9774/10000 (97.74%), error:       804.40405, best error:       718.60559 on epoch:    55, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 211.0585479736s, input_fired_time: 2.3982019424, output_fired_time: 2.1209151745, propagate_forward_time: 80.1632995605, propagate_backward_time: 122.5626907349, weight_update_time: 0.1984727532, other_time: 3.8134384155
epoch time: 17.1282062531s, input_fired_time: 0.3031543791, output_fired_time: 0.0000000000, propagate_forward_time: 16.1594276428, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6656246185
validation[          , genome  6735] predictions:    9717/  10000 (97.17%), best:    9774/10000 (97.74%), error:       885.07788, best error:       718.60559 on epoch:    55, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 213.5576477051s, input_fired_time: 2.4192903042, output_fired_time: 2.1268191338, propagate_forward_time: 81.2050781250, propagate_backward_time: 123.9228210449, weight_update_time: 0.1987367123, other_time: 3.8836364746
epoch time: 17.0700683594s, input_fired_time: 0.3133542240, output_fired_time: 0.0000000000, propagate_forward_time: 16.0950889587, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6616249084
validation[          , genome  6735] predictions:    9773/  10000 (97.73%), best:    9774/10000 (97.74%), error:       743.95831, best error:       718.60559 on epoch:    55, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 212.1534729004s, input_fired_time: 2.4066250324, output_fired_time: 2.1421813965, propagate_forward_time: 80.4663925171, propagate_backward_time: 123.3324356079, weight_update_time: 0.2041701227, other_time: 3.8058319092
epoch time: 17.0148048401s, input_fired_time: 0.3040040135, output_fired_time: 0.0000000000, propagate_forward_time: 16.0479965210, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6628036499
validation[          , genome  6735] predictions:    9762/  10000 (97.62%), best:    9774/10000 (97.74%), error:       815.64954, best error:       718.60559 on epoch:    55, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 210.5086517334s, input_fired_time: 2.4174537659, output_fired_time: 2.1022050381, propagate_forward_time: 79.8066101074, propagate_backward_time: 122.2931289673, weight_update_time: 0.1995196193, other_time: 3.8892593384
epoch time: 17.0274982452s, input_fired_time: 0.3130303323, output_fired_time: 0.0000000000, propagate_forward_time: 16.0401935577, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6742744446
validation[          , genome  6735] predictions:    9727/  10000 (97.27%), best:    9774/10000 (97.74%), error:       957.08551, best error:       718.60559 on epoch:    55, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 212.9597473145s, input_fired_time: 2.3685734272, output_fired_time: 2.1339366436, propagate_forward_time: 80.8107681274, propagate_backward_time: 123.8558425903, weight_update_time: 0.2002969533, other_time: 3.7906188965
epoch time: 17.0950851440s, input_fired_time: 0.3091495335, output_fired_time: 0.0000000000, propagate_forward_time: 16.1261425018, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6597938538
validation[          , genome  6735] predictions:    9756/  10000 (97.56%), best:    9774/10000 (97.74%), error:       832.42645, best error:       718.60559 on epoch:    55, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 211.3205413818s, input_fired_time: 2.3896627426, output_fired_time: 2.1213667393, propagate_forward_time: 80.0999526978, propagate_backward_time: 122.9445037842, weight_update_time: 0.1967234015, other_time: 3.7650527954
epoch time: 16.9826793671s, input_fired_time: 0.3065460026, output_fired_time: 0.0000000000, propagate_forward_time: 16.0170707703, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6590633392
validation[          , genome  6735] predictions:    9738/  10000 (97.38%), best:    9774/10000 (97.74%), error:       855.38617, best error:       718.60559 on epoch:    55, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 213.3090362549s, input_fired_time: 2.4301025867, output_fired_time: 2.1592140198, propagate_forward_time: 80.7715988159, propagate_backward_time: 124.0664291382, weight_update_time: 0.1988516897, other_time: 3.8816986084
epoch time: 17.0753631592s, input_fired_time: 0.3007077873, output_fired_time: 0.0000000000, propagate_forward_time: 16.1159267426, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6587295532
validation[          , genome  6735] predictions:    9739/  10000 (97.39%), best:    9774/10000 (97.74%), error:       873.70428, best error:       718.60559 on epoch:    55, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 211.0763092041s, input_fired_time: 2.4076197147, output_fired_time: 2.1289217472, propagate_forward_time: 80.0218200684, propagate_backward_time: 122.6652221680, weight_update_time: 0.1984334737, other_time: 3.8527221680
epoch time: 17.0256690979s, input_fired_time: 0.3063332140, output_fired_time: 0.0000000000, propagate_forward_time: 16.0571537018, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6621818542
validation[          , genome  6735] predictions:    9763/  10000 (97.63%), best:    9774/10000 (97.74%), error:       791.50885, best error:       718.60559 on epoch:    55, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 210.5498504639s, input_fired_time: 2.4281048775, output_fired_time: 2.1109156609, propagate_forward_time: 79.9122390747, propagate_backward_time: 122.1802444458, weight_update_time: 0.1994318813, other_time: 3.9183502197
epoch time: 17.5028247833s, input_fired_time: 0.3197678328, output_fired_time: 0.0000000000, propagate_forward_time: 16.4890060425, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6940517426
validation[          , genome  6735] predictions:    9779/  10000 (97.79%), best:    9774/10000 (97.74%), error:       765.28967, best error:       718.60559 on epoch:    55, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 210.6971893311s, input_fired_time: 2.4226043224, output_fired_time: 2.1259722710, propagate_forward_time: 79.8364410400, propagate_backward_time: 122.4440994263, weight_update_time: 0.2024560124, other_time: 3.8680648804
epoch time: 17.3396625519s, input_fired_time: 0.3121216297, output_fired_time: 0.0000000000, propagate_forward_time: 16.3487052917, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6788349152
validation[          , genome  6735] predictions:    9768/  10000 (97.68%), best:    9774/10000 (97.74%), error:       748.34326, best error:       718.60559 on epoch:    55, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 211.4052124023s, input_fired_time: 2.3835017681, output_fired_time: 2.1314187050, propagate_forward_time: 80.2275238037, propagate_backward_time: 122.8447036743, weight_update_time: 0.2026216090, other_time: 3.8180618286
epoch time: 17.0523757935s, input_fired_time: 0.3063256443, output_fired_time: 0.0000000000, propagate_forward_time: 16.0700988770, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6759510040
validation[          , genome  6735] predictions:    9752/  10000 (97.52%), best:    9774/10000 (97.74%), error:       777.95020, best error:       718.60559 on epoch:    55, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 213.9731903076s, input_fired_time: 2.4050955772, output_fired_time: 2.1271529198, propagate_forward_time: 81.0880813599, propagate_backward_time: 124.5230255127, weight_update_time: 0.1967629492, other_time: 3.8298492432
epoch time: 17.0923099518s, input_fired_time: 0.3070480525, output_fired_time: 0.0000000000, propagate_forward_time: 16.1084156036, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6768455505
validation[          , genome  6735] predictions:    9728/  10000 (97.28%), best:    9774/10000 (97.74%), error:       890.09821, best error:       718.60559 on epoch:    55, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 210.5531616211s, input_fired_time: 2.4209089279, output_fired_time: 2.1182999611, propagate_forward_time: 79.7824249268, propagate_backward_time: 122.3684692383, weight_update_time: 0.2003204972, other_time: 3.8630523682
epoch time: 16.8714179993s, input_fired_time: 0.3044548333, output_fired_time: 0.0000000000, propagate_forward_time: 15.9079504013, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6590127945
validation[          , genome  6735] predictions:    9744/  10000 (97.44%), best:    9774/10000 (97.74%), error:       838.30267, best error:       718.60559 on epoch:    55, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 212.5282745361s, input_fired_time: 2.4102563858, output_fired_time: 2.1471598148, propagate_forward_time: 80.6664657593, propagate_backward_time: 123.4873199463, weight_update_time: 0.1974437833, other_time: 3.8170700073
epoch time: 16.9745426178s, input_fired_time: 0.3152901232, output_fired_time: 0.0000000000, propagate_forward_time: 15.9943380356, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6649141312
validation[          , genome  6735] predictions:    9795/  10000 (97.95%), best:    9795/10000 (97.95%), error:       706.91119, best error:       706.91119 on epoch:    74, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 214.7126464844s, input_fired_time: 2.4248526096, output_fired_time: 2.1733117104, propagate_forward_time: 81.5027465820, propagate_backward_time: 124.7527618408, weight_update_time: 0.1990150958, other_time: 3.8589782715
epoch time: 16.7893886566s, input_fired_time: 0.3081132472, output_fired_time: 0.0000000000, propagate_forward_time: 15.8142099380, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6670656204
validation[          , genome  6735] predictions:    9776/  10000 (97.76%), best:    9795/10000 (97.95%), error:       740.20105, best error:       706.91119 on epoch:    74, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 212.7148437500s, input_fired_time: 2.4133286476, output_fired_time: 2.1396524906, propagate_forward_time: 80.6614456177, propagate_backward_time: 123.7021102905, weight_update_time: 0.1982769519, other_time: 3.7983093262
epoch time: 17.0634307861s, input_fired_time: 0.3160764575, output_fired_time: 0.0000000000, propagate_forward_time: 16.0842151642, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6631393433
validation[          , genome  6735] predictions:    9790/  10000 (97.90%), best:    9795/10000 (97.95%), error:       726.30292, best error:       706.91119 on epoch:    74, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 213.6371765137s, input_fired_time: 2.4437878132, output_fired_time: 2.1432943344, propagate_forward_time: 81.0181121826, propagate_backward_time: 124.1877670288, weight_update_time: 0.2026349604, other_time: 3.8442153931
epoch time: 16.8681106567s, input_fired_time: 0.3097089827, output_fired_time: 0.0000000000, propagate_forward_time: 15.8863334656, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6720676422
validation[          , genome  6735] predictions:    9743/  10000 (97.43%), best:    9795/10000 (97.95%), error:       868.94312, best error:       706.91119 on epoch:    74, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 211.0118103027s, input_fired_time: 2.4242906570, output_fired_time: 2.1133730412, propagate_forward_time: 79.9876632690, propagate_backward_time: 122.6571502686, weight_update_time: 0.2000757903, other_time: 3.8293380737
epoch time: 16.9996986389s, input_fired_time: 0.3123892844, output_fired_time: 0.0000000000, propagate_forward_time: 16.0212135315, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6660957336
validation[          , genome  6735] predictions:    9787/  10000 (97.87%), best:    9795/10000 (97.95%), error:       734.39978, best error:       706.91119 on epoch:    74, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 213.0043029785s, input_fired_time: 2.3816251755, output_fired_time: 2.1486423016, propagate_forward_time: 80.7506179810, propagate_backward_time: 123.9460983276, weight_update_time: 0.1976913214, other_time: 3.7773284912
epoch time: 17.2714214325s, input_fired_time: 0.3075999618, output_fired_time: 0.0000000000, propagate_forward_time: 16.2842864990, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6795349121
validation[          , genome  6735] predictions:    9761/  10000 (97.61%), best:    9795/10000 (97.95%), error:       790.80792, best error:       706.91119 on epoch:    74, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 212.7056427002s, input_fired_time: 2.4451436996, output_fired_time: 2.1397128105, propagate_forward_time: 80.7500152588, propagate_backward_time: 123.5293426514, weight_update_time: 0.2004215121, other_time: 3.8414306641
epoch time: 17.0290832520s, input_fired_time: 0.3081469238, output_fired_time: 0.0000000000, propagate_forward_time: 16.0548610687, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6660747528
validation[          , genome  6735] predictions:    9751/  10000 (97.51%), best:    9795/10000 (97.95%), error:       816.55591, best error:       706.91119 on epoch:    74, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 212.1387939453s, input_fired_time: 2.4316604137, output_fired_time: 2.1274826527, propagate_forward_time: 80.4414520264, propagate_backward_time: 123.2893905640, weight_update_time: 0.1986130923, other_time: 3.8488082886
epoch time: 16.9705734253s, input_fired_time: 0.3118442893, output_fired_time: 0.0000000000, propagate_forward_time: 15.9975032806, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6612262726
validation[          , genome  6735] predictions:    9755/  10000 (97.55%), best:    9795/10000 (97.95%), error:       836.47150, best error:       706.91119 on epoch:    74, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 211.5480041504s, input_fired_time: 2.4555606842, output_fired_time: 2.1387219429, propagate_forward_time: 80.1121978760, propagate_backward_time: 122.9689788818, weight_update_time: 0.2024643719, other_time: 3.8725433350
epoch time: 17.7026100159s, input_fired_time: 0.3104202747, output_fired_time: 0.0000000000, propagate_forward_time: 16.6723213196, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7198677063
validation[          , genome  6735] predictions:    9778/  10000 (97.78%), best:    9795/10000 (97.95%), error:       777.25031, best error:       706.91119 on epoch:    74, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 213.2797241211s, input_fired_time: 2.4397106171, output_fired_time: 2.1459369659, propagate_forward_time: 80.7832946777, propagate_backward_time: 124.0277633667, weight_update_time: 0.2001955360, other_time: 3.8830184937
epoch time: 17.4099674225s, input_fired_time: 0.3147210181, output_fired_time: 0.0000000000, propagate_forward_time: 16.4174098969, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6778373718
validation[          , genome  6735] predictions:    9737/  10000 (97.37%), best:    9795/10000 (97.95%), error:       855.59668, best error:       706.91119 on epoch:    74, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 212.4682617188s, input_fired_time: 2.4183280468, output_fired_time: 2.1151597500, propagate_forward_time: 80.6272277832, propagate_backward_time: 123.4989013672, weight_update_time: 0.1980477422, other_time: 3.8086395264
epoch time: 16.9353046417s, input_fired_time: 0.3111719787, output_fired_time: 0.0000000000, propagate_forward_time: 15.9475822449, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6765499115
validation[          , genome  6735] predictions:    9763/  10000 (97.63%), best:    9795/10000 (97.95%), error:       750.19672, best error:       706.91119 on epoch:    74, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 212.2079925537s, input_fired_time: 2.4153885841, output_fired_time: 2.1238827705, propagate_forward_time: 80.4194946289, propagate_backward_time: 123.3735427856, weight_update_time: 0.2009169608, other_time: 3.8756790161
epoch time: 17.0779800415s, input_fired_time: 0.3068745136, output_fired_time: 0.0000000000, propagate_forward_time: 16.1082706451, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6628341675
validation[          , genome  6735] predictions:    9705/  10000 (97.05%), best:    9795/10000 (97.95%), error:       978.73322, best error:       706.91119 on epoch:    74, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 212.9680480957s, input_fired_time: 2.4069719315, output_fired_time: 2.1409976482, propagate_forward_time: 80.7953262329, propagate_backward_time: 123.8742370605, weight_update_time: 0.2022714615, other_time: 3.7505264282
epoch time: 17.4099273682s, input_fired_time: 0.3179587722, output_fired_time: 0.0000000000, propagate_forward_time: 16.4302768707, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6616916656
validation[          , genome  6735] predictions:    9779/  10000 (97.79%), best:    9795/10000 (97.95%), error:       729.79956, best error:       706.91119 on epoch:    74, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 211.3514862061s, input_fired_time: 2.4315340519, output_fired_time: 2.1288199425, propagate_forward_time: 80.0647811890, propagate_backward_time: 122.8656692505, weight_update_time: 0.2072931230, other_time: 3.8606872559
epoch time: 17.1715660095s, input_fired_time: 0.3127255738, output_fired_time: 0.0000000000, propagate_forward_time: 16.1855716705, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6732692719
validation[          , genome  6735] predictions:    9782/  10000 (97.82%), best:    9795/10000 (97.95%), error:       734.25854, best error:       706.91119 on epoch:    74, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 213.2640686035s, input_fired_time: 2.4246060848, output_fired_time: 2.1564557552, propagate_forward_time: 80.6803894043, propagate_backward_time: 124.1346817017, weight_update_time: 0.2044371367, other_time: 3.8679428101
epoch time: 17.1157970428s, input_fired_time: 0.3126911521, output_fired_time: 0.0000000000, propagate_forward_time: 16.1329803467, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6701259613
validation[          , genome  6735] predictions:    9688/  10000 (96.88%), best:    9795/10000 (97.95%), error:      1091.66870, best error:       706.91119 on epoch:    74, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 212.8445434570s, input_fired_time: 2.4232916832, output_fired_time: 2.1507871151, propagate_forward_time: 80.6352844238, propagate_backward_time: 123.8182983398, weight_update_time: 0.2003468424, other_time: 3.8168792725
epoch time: 16.9714012146s, input_fired_time: 0.3100959957, output_fired_time: 0.0000000000, propagate_forward_time: 15.9877157211, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6735887527
validation[          , genome  6735] predictions:    9781/  10000 (97.81%), best:    9795/10000 (97.95%), error:       765.75562, best error:       706.91119 on epoch:    74, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 214.1597900391s, input_fired_time: 2.4494957924, output_fired_time: 2.1336333752, propagate_forward_time: 81.2104110718, propagate_backward_time: 124.4967651367, weight_update_time: 0.2037671059, other_time: 3.8694763184
epoch time: 17.5006313324s, input_fired_time: 0.3178125918, output_fired_time: 0.0000000000, propagate_forward_time: 16.4981269836, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6846923828
validation[          , genome  6735] predictions:    9706/  10000 (97.06%), best:    9795/10000 (97.95%), error:       962.06610, best error:       706.91119 on epoch:    74, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 211.8134460449s, input_fired_time: 2.4325447083, output_fired_time: 2.1244442463, propagate_forward_time: 80.3912048340, propagate_backward_time: 123.0482330322, weight_update_time: 0.1994539797, other_time: 3.8170166016
epoch time: 16.8748493195s, input_fired_time: 0.3118182421, output_fired_time: 0.0000000000, propagate_forward_time: 15.8927125931, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6703176498
validation[          , genome  6735] predictions:    9735/  10000 (97.35%), best:    9795/10000 (97.95%), error:       894.29449, best error:       706.91119 on epoch:    74, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 212.1575012207s, input_fired_time: 2.4417958260, output_fired_time: 2.1408817768, propagate_forward_time: 80.1954650879, propagate_backward_time: 123.4943084717, weight_update_time: 0.2027370185, other_time: 3.8850402832
epoch time: 17.0356235504s, input_fired_time: 0.3170044124, output_fired_time: 0.0000000000, propagate_forward_time: 16.0471534729, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6714649200
validation[          , genome  6735] predictions:    9769/  10000 (97.69%), best:    9795/10000 (97.95%), error:       830.84564, best error:       706.91119 on epoch:    74, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 213.9650421143s, input_fired_time: 2.4671177864, output_fired_time: 2.1503176689, propagate_forward_time: 81.2476272583, propagate_backward_time: 124.2369384766, weight_update_time: 0.1993281543, other_time: 3.8630371094
epoch time: 17.0518226624s, input_fired_time: 0.3087781668, output_fired_time: 0.0000000000, propagate_forward_time: 16.0799541473, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6630897522
validation[          , genome  6735] predictions:    9771/  10000 (97.71%), best:    9795/10000 (97.95%), error:       794.71521, best error:       706.91119 on epoch:    74, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 211.7970886230s, input_fired_time: 2.4492118359, output_fired_time: 2.1231944561, propagate_forward_time: 80.2396774292, propagate_backward_time: 123.1268386841, weight_update_time: 0.2020899802, other_time: 3.8581542969
epoch time: 16.9397315979s, input_fired_time: 0.3130108714, output_fired_time: 0.0000000000, propagate_forward_time: 15.9649209976, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6617994308
validation[          , genome  6735] predictions:    9801/  10000 (98.01%), best:    9801/10000 (98.01%), error:       693.71655, best error:       693.71655 on epoch:    94, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 212.4213867188s, input_fired_time: 2.4319927692, output_fired_time: 2.1529073715, propagate_forward_time: 80.3539276123, propagate_backward_time: 123.6076736450, weight_update_time: 0.2067510337, other_time: 3.8748855591
epoch time: 17.0211677551s, input_fired_time: 0.3138788342, output_fired_time: 0.0000000000, propagate_forward_time: 16.0342903137, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6729984283
validation[          , genome  6735] predictions:    9763/  10000 (97.63%), best:    9801/10000 (98.01%), error:       807.61829, best error:       693.71655 on epoch:    94, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 212.1498260498s, input_fired_time: 2.4519891739, output_fired_time: 2.1253247261, propagate_forward_time: 80.3832397461, propagate_backward_time: 123.3008422852, weight_update_time: 0.2014075518, other_time: 3.8884277344
epoch time: 17.1374130249s, input_fired_time: 0.3156356514, output_fired_time: 0.0000000000, propagate_forward_time: 16.1520328522, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6697444916
validation[          , genome  6735] predictions:    9768/  10000 (97.68%), best:    9801/10000 (98.01%), error:       767.86383, best error:       693.71655 on epoch:    94, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 213.0547180176s, input_fired_time: 2.4555947781, output_fired_time: 2.1568274498, propagate_forward_time: 80.6483154297, propagate_backward_time: 123.8949356079, weight_update_time: 0.2068893909, other_time: 3.8990402222
epoch time: 17.3418178558s, input_fired_time: 0.3087998331, output_fired_time: 0.0000000000, propagate_forward_time: 16.3662281036, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6667900085
validation[          , genome  6735] predictions:    9757/  10000 (97.57%), best:    9801/10000 (98.01%), error:       806.17847, best error:       693.71655 on epoch:    94, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 210.2763061523s, input_fired_time: 2.4342157841, output_fired_time: 2.0994637012, propagate_forward_time: 79.6555252075, propagate_backward_time: 122.2246246338, weight_update_time: 0.2022428513, other_time: 3.8624801636
epoch time: 16.9128627777s, input_fired_time: 0.3138039112, output_fired_time: 0.0000000000, propagate_forward_time: 15.9269857407, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6720724106
validation[          , genome  6735] predictions:    9789/  10000 (97.89%), best:    9801/10000 (98.01%), error:       774.29059, best error:       693.71655 on epoch:    94, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 212.2571716309s, input_fired_time: 2.4292674065, output_fired_time: 2.1231920719, propagate_forward_time: 80.4990463257, propagate_backward_time: 123.3848342896, weight_update_time: 0.2035540342, other_time: 3.8208312988
epoch time: 17.0361137390s, input_fired_time: 0.3067968488, output_fired_time: 0.0000000000, propagate_forward_time: 16.0677337646, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6615829468
validation[          , genome  6735] predictions:    9762/  10000 (97.62%), best:    9801/10000 (98.01%), error:       763.15582, best error:       693.71655 on epoch:    94, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 212.1960754395s, input_fired_time: 2.4317095280, output_fired_time: 2.1390490532, propagate_forward_time: 80.2863616943, propagate_backward_time: 123.5285263062, weight_update_time: 0.2060130835, other_time: 3.8104171753
epoch time: 17.0150260925s, input_fired_time: 0.3135805130, output_fired_time: 0.0000000000, propagate_forward_time: 16.0345878601, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6668586731
validation[          , genome  6735] predictions:    9769/  10000 (97.69%), best:    9801/10000 (98.01%), error:       779.40637, best error:       693.71655 on epoch:    94, 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: 84.7733917236s, input_fired_time: 1.5903596878, output_fired_time: 0.0000000000, propagate_forward_time: 79.6460800171, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.5369491577
best training[          , genome  6735] predictions:   49811/  50000 (99.62%), best:    9801/10000 (98.01%), error:      1008.20911, best error:       693.71655 on epoch:    94, 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: 17.4367771149s, input_fired_time: 0.3291307986, output_fired_time: 0.0000000000, propagate_forward_time: 16.4266853333, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6809616089
   testing[          , genome  6735] predictions:    9803/  10000 (98.03%), best:    9801/10000 (98.01%), error:       630.11133, best error:       693.71655 on epoch:    94, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
22:57:29 (3736): called boinc_finish(0)

</stderr_txt>
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