Nameexact_genome_1512568488_42_7101_1
Workunit2606738
Created7 Dec 2017, 23:49:21 UTC
Sent7 Dec 2017, 23:54:35 UTC
Report deadline14 Dec 2017, 16:20:12 UTC
Received8 Dec 2017, 13:17:18 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID65413
Run time2 hours 44 min 5 sec
CPU time2 hours 44 min 2 sec
Validate stateValid
Credit1,671.11
Device peak FLOPS3.73 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size152.25 MB
Peak swap size154.02 MB
Peak disk usage1.27 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
h:   13/100, mu: 0.7384625077, learning_rate: 0.0064167744, weight_decay: 0.0002566710

epoch time: 89.1967163086s, input_fired_time: 1.1873674393, output_fired_time: 0.8732998371, propagate_forward_time: 35.0845451355, propagate_backward_time: 49.6738357544, weight_update_time: 0.1010051519, other_time: 2.3776664734
epoch time: 8.2838869095s, input_fired_time: 0.1380349845, output_fired_time: 0.0000000000, propagate_forward_time: 7.6952691078, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4505829811
validation[          , genome  7101] predictions:    9668/  10000 (96.68%), best:    9714/10000 (97.14%), error:      1084.07678, best error:       975.96118 on epoch:     4, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 90.5496520996s, input_fired_time: 1.2065435648, output_fired_time: 0.8873663545, propagate_forward_time: 35.9242172241, propagate_backward_time: 50.1263771057, weight_update_time: 0.1021784991, other_time: 2.4051475525
epoch time: 8.4800491333s, input_fired_time: 0.1473769099, output_fired_time: 0.0000000000, propagate_forward_time: 7.8629455566, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4697265625
validation[          , genome  7101] predictions:    9691/  10000 (96.91%), best:    9714/10000 (97.14%), error:      1032.00964, best error:       975.96118 on epoch:     4, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 87.6853408813s, input_fired_time: 1.1996287107, output_fired_time: 0.8620382547, propagate_forward_time: 34.7248497009, propagate_backward_time: 48.4917335510, weight_update_time: 0.1025402173, other_time: 2.4070892334
epoch time: 7.6774077415s, input_fired_time: 0.1368417144, output_fired_time: 0.0000000000, propagate_forward_time: 7.1040430069, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4365229607
validation[          , genome  7101] predictions:    9684/  10000 (96.84%), best:    9714/10000 (97.14%), error:       981.23309, best error:       975.96118 on epoch:     4, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 97.5549545288s, input_fired_time: 1.2865132093, output_fired_time: 0.9588983059, propagate_forward_time: 38.7569541931, propagate_backward_time: 53.9451828003, weight_update_time: 0.1117286235, other_time: 2.6074028015
epoch time: 7.1500058174s, input_fired_time: 0.1294120103, output_fired_time: 0.0000000000, propagate_forward_time: 6.6093068123, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4112868309
validation[          , genome  7101] predictions:    9713/  10000 (97.13%), best:    9713/10000 (97.13%), error:       947.12390, best error:       947.12390 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 84.7366867065s, input_fired_time: 1.1811355352, output_fired_time: 0.8334490061, propagate_forward_time: 33.6313400269, propagate_backward_time: 46.7183570862, weight_update_time: 0.0997654945, other_time: 2.3724021912
epoch time: 6.3586835861s, input_fired_time: 0.1219262555, output_fired_time: 0.0000000000, propagate_forward_time: 5.8557810783, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3809762001
validation[          , genome  7101] predictions:    9706/  10000 (97.06%), best:    9713/10000 (97.13%), error:       994.31708, best error:       947.12390 on epoch:    17, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 95.9065475464s, input_fired_time: 1.2670364380, output_fired_time: 0.9364416003, propagate_forward_time: 38.0421905518, propagate_backward_time: 53.1054611206, weight_update_time: 0.1099046990, other_time: 2.5554199219
epoch time: 8.8601350784s, input_fired_time: 0.1496132761, output_fired_time: 0.0000000000, propagate_forward_time: 8.2308835983, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4796380997
validation[          , genome  7101] predictions:    9688/  10000 (96.88%), best:    9713/10000 (97.13%), error:      1064.73120, best error:       947.12390 on epoch:    17, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 87.3432769775s, input_fired_time: 1.1999963522, output_fired_time: 0.8615614772, propagate_forward_time: 34.4427261353, propagate_backward_time: 48.4401435852, weight_update_time: 0.1018218845, other_time: 2.3988456726
epoch time: 7.0934314728s, input_fired_time: 0.1299225241, output_fired_time: 0.0000000000, propagate_forward_time: 6.5566039085, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4069051743
validation[          , genome  7101] predictions:    9741/  10000 (97.41%), best:    9741/10000 (97.41%), error:       841.43335, best error:       841.43335 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 84.8847122192s, input_fired_time: 1.1843296289, output_fired_time: 0.8397670984, propagate_forward_time: 33.4965820312, propagate_backward_time: 46.9901580811, weight_update_time: 0.0998952910, other_time: 2.3738784790
epoch time: 7.1237716675s, input_fired_time: 0.1335157752, output_fired_time: 0.0000000000, propagate_forward_time: 6.5772709846, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4129848480
validation[          , genome  7101] predictions:    9668/  10000 (96.68%), best:    9741/10000 (97.41%), error:      1042.12561, best error:       841.43335 on epoch:    20, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 88.4501876831s, input_fired_time: 1.1990243196, output_fired_time: 0.8711804152, propagate_forward_time: 34.9357948303, propagate_backward_time: 49.0537109375, weight_update_time: 0.1012772843, other_time: 2.3904762268
epoch time: 6.8263850212s, input_fired_time: 0.1206757426, output_fired_time: 0.0000000000, propagate_forward_time: 6.3080468178, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3976626396
validation[          , genome  7101] predictions:    9704/  10000 (97.04%), best:    9741/10000 (97.41%), error:       944.40527, best error:       841.43335 on epoch:    20, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 89.0222396851s, input_fired_time: 1.2089782953, output_fired_time: 0.8694856167, propagate_forward_time: 35.3140487671, propagate_backward_time: 49.2093620300, weight_update_time: 0.1027504578, other_time: 2.4203681946
epoch time: 7.5980892181s, input_fired_time: 0.1342313290, output_fired_time: 0.0000000000, propagate_forward_time: 7.0365509987, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4273066521
validation[          , genome  7101] predictions:    9717/  10000 (97.17%), best:    9741/10000 (97.41%), error:       954.98682, best error:       841.43335 on epoch:    20, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 103.1157989502s, input_fired_time: 1.3237479925, output_fired_time: 0.9918830395, propagate_forward_time: 41.0185470581, propagate_backward_time: 57.0991210938, weight_update_time: 0.1173121035, other_time: 2.6825027466
epoch time: 9.3957929611s, input_fired_time: 0.1616285890, output_fired_time: 0.0000000000, propagate_forward_time: 8.7293567657, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5048074722
validation[          , genome  7101] predictions:    9714/  10000 (97.14%), best:    9741/10000 (97.41%), error:       938.38898, best error:       841.43335 on epoch:    20, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 100.7554702759s, input_fired_time: 1.3113943338, output_fired_time: 0.9706842899, propagate_forward_time: 40.0661201477, propagate_backward_time: 55.7557601929, weight_update_time: 0.1150301322, other_time: 2.6515083313
epoch time: 7.5620951653s, input_fired_time: 0.1368546933, output_fired_time: 0.0000000000, propagate_forward_time: 6.9995236397, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4257168770
validation[          , genome  7101] predictions:    9754/  10000 (97.54%), best:    9754/10000 (97.54%), error:       823.45227, best error:       823.45227 on epoch:    25, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 94.3572082520s, input_fired_time: 1.2412166595, output_fired_time: 0.9124799967, propagate_forward_time: 37.1745872498, propagate_backward_time: 52.5497894287, weight_update_time: 0.1064788178, other_time: 2.4791297913
epoch time: 9.4005670547s, input_fired_time: 0.1592440605, output_fired_time: 0.0000000000, propagate_forward_time: 8.7366456985, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5046777725
validation[          , genome  7101] predictions:    9718/  10000 (97.18%), best:    9754/10000 (97.54%), error:       906.38062, best error:       823.45227 on epoch:    25, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 88.3939819336s, input_fired_time: 1.1884641647, output_fired_time: 0.8667416573, propagate_forward_time: 34.6889305115, propagate_backward_time: 49.3103523254, weight_update_time: 0.0999785066, other_time: 2.3394927979
epoch time: 6.4913797379s, input_fired_time: 0.1185541600, output_fired_time: 0.0000000000, propagate_forward_time: 6.0013327599, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3714928627
validation[          , genome  7101] predictions:    9729/  10000 (97.29%), best:    9754/10000 (97.54%), error:       902.38879, best error:       823.45227 on epoch:    25, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 100.7548446655s, input_fired_time: 1.3083795309, output_fired_time: 0.9730168581, propagate_forward_time: 40.0776672363, propagate_backward_time: 55.7464447021, weight_update_time: 0.1151408702, other_time: 2.6493377686
epoch time: 8.5313940048s, input_fired_time: 0.1481474638, output_fired_time: 0.0000000000, propagate_forward_time: 7.9165349007, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4667115211
validation[          , genome  7101] predictions:    9721/  10000 (97.21%), best:    9754/10000 (97.54%), error:       893.98621, best error:       823.45227 on epoch:    25, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 101.3033676147s, input_fired_time: 1.3049945831, output_fired_time: 0.9774190784, propagate_forward_time: 40.2453193665, propagate_backward_time: 56.1400489807, weight_update_time: 0.1147458553, other_time: 2.6355895996
epoch time: 7.1494488716s, input_fired_time: 0.1311168075, output_fired_time: 0.0000000000, propagate_forward_time: 6.6096692085, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4086627960
validation[          , genome  7101] predictions:    9695/  10000 (96.95%), best:    9754/10000 (97.54%), error:       941.33502, best error:       823.45227 on epoch:    25, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 97.2596359253s, input_fired_time: 1.2825820446, output_fired_time: 0.9547387362, propagate_forward_time: 38.4204750061, propagate_backward_time: 54.0417213440, weight_update_time: 0.1103075296, other_time: 2.5601119995
epoch time: 7.0228366852s, input_fired_time: 0.1310496479, output_fired_time: 0.0000000000, propagate_forward_time: 6.4903936386, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4013934135
validation[          , genome  7101] predictions:    9697/  10000 (96.97%), best:    9754/10000 (97.54%), error:       946.74298, best error:       823.45227 on epoch:    25, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 97.1185836792s, input_fired_time: 1.2775824070, output_fired_time: 0.9397963881, propagate_forward_time: 38.4921455383, propagate_backward_time: 53.8589096069, weight_update_time: 0.1086351797, other_time: 2.5501518250
epoch time: 8.9075422287s, input_fired_time: 0.1504713446, output_fired_time: 0.0000000000, propagate_forward_time: 8.2749719620, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4820985794
validation[          , genome  7101] predictions:    9742/  10000 (97.42%), best:    9754/10000 (97.54%), error:       836.96967, best error:       823.45227 on epoch:    25, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 89.9132919312s, input_fired_time: 1.2316999435, output_fired_time: 0.8850228190, propagate_forward_time: 35.7300987244, propagate_backward_time: 49.6376800537, weight_update_time: 0.1004381925, other_time: 2.4287910461
epoch time: 8.8570175171s, input_fired_time: 0.1508260369, output_fired_time: 0.0000000000, propagate_forward_time: 8.2279176712, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4782733917
validation[          , genome  7101] predictions:    9740/  10000 (97.40%), best:    9754/10000 (97.54%), error:       891.69745, best error:       823.45227 on epoch:    25, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 93.1695861816s, input_fired_time: 1.2439844608, output_fired_time: 0.8987293243, propagate_forward_time: 36.8644027710, propagate_backward_time: 51.6911277771, weight_update_time: 0.1044882759, other_time: 2.4713401794
epoch time: 6.4521975517s, input_fired_time: 0.1207093149, output_fired_time: 0.0000000000, propagate_forward_time: 5.9548892975, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3765988350
validation[          , genome  7101] predictions:    9711/  10000 (97.11%), best:    9754/10000 (97.54%), error:       941.28015, best error:       823.45227 on epoch:    25, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 83.5808715820s, input_fired_time: 1.1727485657, output_fired_time: 0.8295630813, propagate_forward_time: 32.9687538147, propagate_backward_time: 46.3127136230, weight_update_time: 0.0945025235, other_time: 2.2971000671
epoch time: 7.7823839188s, input_fired_time: 0.1369866729, output_fired_time: 0.0000000000, propagate_forward_time: 7.2079286575, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4374685287
validation[          , genome  7101] predictions:    9709/  10000 (97.09%), best:    9754/10000 (97.54%), error:       959.27710, best error:       823.45227 on epoch:    25, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 88.3263931274s, input_fired_time: 1.2121171951, output_fired_time: 0.8647910953, propagate_forward_time: 34.8998031616, propagate_backward_time: 48.9465255737, weight_update_time: 0.1003561616, other_time: 2.4031524658
epoch time: 8.0426149368s, input_fired_time: 0.1401823312, output_fired_time: 0.0000000000, propagate_forward_time: 7.4552130699, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4472193718
validation[          , genome  7101] predictions:    9744/  10000 (97.44%), best:    9754/10000 (97.54%), error:       888.15613, best error:       823.45227 on epoch:    25, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 98.4190368652s, input_fired_time: 1.2844036818, output_fired_time: 0.9488407969, propagate_forward_time: 38.9055557251, propagate_backward_time: 54.7053833008, weight_update_time: 0.1104940474, other_time: 2.5748596191
epoch time: 8.1869983673s, input_fired_time: 0.1421452463, output_fired_time: 0.0000000000, propagate_forward_time: 7.5901474953, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4547057152
validation[          , genome  7101] predictions:    9719/  10000 (97.19%), best:    9754/10000 (97.54%), error:       908.60559, best error:       823.45227 on epoch:    25, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 93.1892852783s, input_fired_time: 1.2477483749, output_fired_time: 0.9080791473, propagate_forward_time: 36.7251281738, propagate_backward_time: 51.8313522339, weight_update_time: 0.1057736874, other_time: 2.4769744873
epoch time: 8.0556068420s, input_fired_time: 0.1429987699, output_fired_time: 0.0000000000, propagate_forward_time: 7.4667329788, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4458751678
validation[          , genome  7101] predictions:    9743/  10000 (97.43%), best:    9754/10000 (97.54%), error:       852.13776, best error:       823.45227 on epoch:    25, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 100.8970718384s, input_fired_time: 1.3110485077, output_fired_time: 0.9747144580, propagate_forward_time: 40.0518836975, propagate_backward_time: 55.9364852905, weight_update_time: 0.1137864515, other_time: 2.6229362488
epoch time: 6.5230569839s, input_fired_time: 0.1226750165, output_fired_time: 0.0000000000, propagate_forward_time: 6.0218648911, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3785171509
validation[          , genome  7101] predictions:    9623/  10000 (96.23%), best:    9754/10000 (97.54%), error:      1194.21521, best error:       823.45227 on epoch:    25, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 82.7949066162s, input_fired_time: 1.1705979109, output_fired_time: 0.8166357279, propagate_forward_time: 32.7540168762, propagate_backward_time: 45.7606658936, weight_update_time: 0.0940315872, other_time: 2.2929878235
epoch time: 6.4747900963s, input_fired_time: 0.1230786890, output_fired_time: 0.0000000000, propagate_forward_time: 5.9808340073, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3708772659
validation[          , genome  7101] predictions:    9677/  10000 (96.77%), best:    9754/10000 (97.54%), error:      1003.67462, best error:       823.45227 on epoch:    25, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 93.6890869141s, input_fired_time: 1.2578840256, output_fired_time: 0.9119601250, propagate_forward_time: 37.0347023010, propagate_backward_time: 51.9895210266, weight_update_time: 0.1081233770, other_time: 2.4950256348
epoch time: 9.4052810669s, input_fired_time: 0.1591830701, output_fired_time: 0.0000000000, propagate_forward_time: 8.7429656982, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5031318665
validation[          , genome  7101] predictions:    9734/  10000 (97.34%), best:    9754/10000 (97.54%), error:       850.57367, best error:       823.45227 on epoch:    25, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 85.4510421753s, input_fired_time: 1.1824852228, output_fired_time: 0.8485501409, propagate_forward_time: 33.3509292603, propagate_backward_time: 47.7789611816, weight_update_time: 0.0954389870, other_time: 2.2901153564
epoch time: 6.4400572777s, input_fired_time: 0.1235492453, output_fired_time: 0.0000000000, propagate_forward_time: 5.9245491028, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3919587135
validation[          , genome  7101] predictions:    9746/  10000 (97.46%), best:    9754/10000 (97.54%), error:       868.23114, best error:       823.45227 on epoch:    25, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 84.2712936401s, input_fired_time: 1.1748973131, output_fired_time: 0.8432334661, propagate_forward_time: 32.9333534241, propagate_backward_time: 47.0513000488, weight_update_time: 0.0936467946, other_time: 2.2685127258
epoch time: 6.6932139397s, input_fired_time: 0.1252435446, output_fired_time: 0.0000000000, propagate_forward_time: 6.1744513512, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3935189247
validation[          , genome  7101] predictions:    9717/  10000 (97.17%), best:    9754/10000 (97.54%), error:       903.73956, best error:       823.45227 on epoch:    25, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 81.5092468262s, input_fired_time: 1.1573501825, output_fired_time: 0.8150590658, propagate_forward_time: 32.0111160278, propagate_backward_time: 45.3073501587, weight_update_time: 0.0925520509, other_time: 2.2183761597
epoch time: 7.1074409485s, input_fired_time: 0.1309179664, output_fired_time: 0.0000000000, propagate_forward_time: 6.5722479820, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4042749405
validation[          , genome  7101] predictions:    9731/  10000 (97.31%), best:    9754/10000 (97.54%), error:       888.94891, best error:       823.45227 on epoch:    25, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 91.4628524780s, input_fired_time: 1.2463636398, output_fired_time: 0.8927747011, propagate_forward_time: 36.5688095093, propagate_backward_time: 50.3270606995, weight_update_time: 0.1034119353, other_time: 2.4278450012
epoch time: 8.8660936356s, input_fired_time: 0.1600195020, output_fired_time: 0.0000000000, propagate_forward_time: 8.2289743423, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4770994186
validation[          , genome  7101] predictions:    9693/  10000 (96.93%), best:    9754/10000 (97.54%), error:       998.37476, best error:       823.45227 on epoch:    25, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 94.6163253784s, input_fired_time: 1.2675968409, output_fired_time: 0.9270811081, propagate_forward_time: 37.5388946533, propagate_backward_time: 52.3689727783, weight_update_time: 0.1062615290, other_time: 2.5137863159
epoch time: 8.0265798569s, input_fired_time: 0.1431885809, output_fired_time: 0.0000000000, propagate_forward_time: 7.4324417114, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4509496689
validation[          , genome  7101] predictions:    9754/  10000 (97.54%), best:    9754/10000 (97.54%), error:       824.69794, best error:       823.45227 on epoch:    25, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 100.1829910278s, input_fired_time: 1.3218853474, output_fired_time: 0.9709063172, propagate_forward_time: 40.0943832397, propagate_backward_time: 55.1675682068, weight_update_time: 0.1124931946, other_time: 2.6282463074
epoch time: 6.8940291405s, input_fired_time: 0.1295856386, output_fired_time: 0.0000000000, propagate_forward_time: 6.3686985970, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3957448006
validation[          , genome  7101] predictions:    9746/  10000 (97.46%), best:    9754/10000 (97.54%), error:       829.33185, best error:       823.45227 on epoch:    25, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 95.6083679199s, input_fired_time: 1.2756417990, output_fired_time: 0.9263520241, propagate_forward_time: 37.8402595520, propagate_backward_time: 53.0114326477, weight_update_time: 0.1081854254, other_time: 2.5546798706
epoch time: 7.4444255829s, input_fired_time: 0.1345466524, output_fired_time: 0.0000000000, propagate_forward_time: 6.8910202980, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4188585281
validation[          , genome  7101] predictions:    9744/  10000 (97.44%), best:    9754/10000 (97.54%), error:       859.45142, best error:       823.45227 on epoch:    25, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 88.0533218384s, input_fired_time: 1.2159396410, output_fired_time: 0.8631467223, propagate_forward_time: 34.7885818481, propagate_backward_time: 48.7918968201, weight_update_time: 0.0992041677, other_time: 2.3937568665
epoch time: 6.3827643394s, input_fired_time: 0.1218993068, output_fired_time: 0.0000000000, propagate_forward_time: 5.8834562302, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3774089813
validation[          , genome  7101] predictions:    9742/  10000 (97.42%), best:    9754/10000 (97.54%), error:       826.90186, best error:       823.45227 on epoch:    25, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 99.5427551270s, input_fired_time: 1.3182270527, output_fired_time: 0.9684759378, propagate_forward_time: 39.6802711487, propagate_backward_time: 54.9791526794, weight_update_time: 0.1100125462, other_time: 2.5966262817
epoch time: 9.0919637680s, input_fired_time: 0.1580021679, output_fired_time: 0.0000000000, propagate_forward_time: 8.4425230026, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4914388657
validation[          , genome  7101] predictions:    9724/  10000 (97.24%), best:    9754/10000 (97.54%), error:       881.03436, best error:       823.45227 on epoch:    25, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 85.2833557129s, input_fired_time: 1.1928256750, output_fired_time: 0.8425851464, propagate_forward_time: 33.1580123901, propagate_backward_time: 47.7630043030, weight_update_time: 0.0972608998, other_time: 2.3269309998
epoch time: 7.4210729599s, input_fired_time: 0.1371121258, output_fired_time: 0.0000000000, propagate_forward_time: 6.8625445366, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4214162827
validation[          , genome  7101] predictions:    9700/  10000 (97.00%), best:    9754/10000 (97.54%), error:       987.89844, best error:       823.45227 on epoch:    25, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 91.5982818604s, input_fired_time: 1.2457661629, output_fired_time: 0.8972119093, propagate_forward_time: 36.1260490417, propagate_backward_time: 50.8968124390, weight_update_time: 0.1015728638, other_time: 2.4324455261
epoch time: 8.6874933243s, input_fired_time: 0.1522039026, output_fired_time: 0.0000000000, propagate_forward_time: 8.0596818924, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4756078720
validation[          , genome  7101] predictions:    9734/  10000 (97.34%), best:    9754/10000 (97.54%), error:       856.21198, best error:       823.45227 on epoch:    25, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 77.5785980225s, input_fired_time: 1.1411657333, output_fired_time: 0.7790853381, propagate_forward_time: 30.6165714264, propagate_backward_time: 42.8697166443, weight_update_time: 0.0894548371, other_time: 2.1720619202
epoch time: 6.5268893242s, input_fired_time: 0.1239480525, output_fired_time: 0.0000000000, propagate_forward_time: 6.0212693214, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3816719055
validation[          , genome  7101] predictions:    9718/  10000 (97.18%), best:    9754/10000 (97.54%), error:       867.15222, best error:       823.45227 on epoch:    25, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 94.4584121704s, input_fired_time: 1.2734379768, output_fired_time: 0.9206836224, propagate_forward_time: 37.5333290100, propagate_backward_time: 52.2190780640, weight_update_time: 0.1088734716, other_time: 2.5118827820
epoch time: 7.8642029762s, input_fired_time: 0.1418417543, output_fired_time: 0.0000000000, propagate_forward_time: 7.2830219269, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4393391609
validation[          , genome  7101] predictions:    9709/  10000 (97.09%), best:    9754/10000 (97.54%), error:       946.05054, best error:       823.45227 on epoch:    25, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 85.2458114624s, input_fired_time: 1.1925548315, output_fired_time: 0.8407649994, propagate_forward_time: 33.3670387268, propagate_backward_time: 47.5402145386, weight_update_time: 0.0961018279, other_time: 2.3052330017
epoch time: 6.4518084526s, input_fired_time: 0.1209165677, output_fired_time: 0.0000000000, propagate_forward_time: 5.9539117813, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3769803047
validation[          , genome  7101] predictions:    9624/  10000 (96.24%), best:    9754/10000 (97.54%), error:      1219.85645, best error:       823.45227 on epoch:    25, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 89.6358261108s, input_fired_time: 1.2291396856, output_fired_time: 0.8777961731, propagate_forward_time: 35.5465278625, propagate_backward_time: 49.5707855225, weight_update_time: 0.1029368788, other_time: 2.4115715027
epoch time: 6.5621404648s, input_fired_time: 0.1237755045, output_fired_time: 0.0000000000, propagate_forward_time: 6.0588994026, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3794655800
validation[          , genome  7101] predictions:    9756/  10000 (97.56%), best:    9756/10000 (97.56%), error:       822.51367, best error:       822.51367 on epoch:    55, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 88.4607391357s, input_fired_time: 1.2302212715, output_fired_time: 0.8686361909, propagate_forward_time: 35.0057373047, propagate_backward_time: 48.9551048279, weight_update_time: 0.1039660200, other_time: 2.4010353088
epoch time: 6.6846604347s, input_fired_time: 0.1275154501, output_fired_time: 0.0000000000, propagate_forward_time: 6.1624436378, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3947014809
validation[          , genome  7101] predictions:    9717/  10000 (97.17%), best:    9756/10000 (97.56%), error:       911.02063, best error:       822.51367 on epoch:    55, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 90.4833297729s, input_fired_time: 1.2433474064, output_fired_time: 0.8836479187, propagate_forward_time: 35.9903182983, propagate_backward_time: 49.9160003662, weight_update_time: 0.1058775932, other_time: 2.4500198364
epoch time: 7.0575299263s, input_fired_time: 0.1306023747, output_fired_time: 0.0000000000, propagate_forward_time: 6.5190095901, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4079179764
validation[          , genome  7101] predictions:    9749/  10000 (97.49%), best:    9756/10000 (97.56%), error:       831.09961, best error:       822.51367 on epoch:    55, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 83.6002578735s, input_fired_time: 1.1911659241, output_fired_time: 0.8260756135, propagate_forward_time: 33.3309516907, propagate_backward_time: 45.9511985779, weight_update_time: 0.0988530889, other_time: 2.3008651733
epoch time: 7.1110620499s, input_fired_time: 0.1311663836, output_fired_time: 0.0000000000, propagate_forward_time: 6.5697565079, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4101390839
validation[          , genome  7101] predictions:    9736/  10000 (97.36%), best:    9756/10000 (97.56%), error:       905.73792, best error:       822.51367 on epoch:    55, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 88.8552398682s, input_fired_time: 1.2254724503, output_fired_time: 0.8695444465, propagate_forward_time: 34.9695281982, propagate_backward_time: 49.3684539795, weight_update_time: 0.1044439301, other_time: 2.4222412109
epoch time: 7.2192292213s, input_fired_time: 0.1329422742, output_fired_time: 0.0000000000, propagate_forward_time: 6.6720266342, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4142603874
validation[          , genome  7101] predictions:    9733/  10000 (97.33%), best:    9756/10000 (97.56%), error:       911.35803, best error:       822.51367 on epoch:    55, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 98.7506027222s, input_fired_time: 1.3106918335, output_fired_time: 0.9575455189, propagate_forward_time: 39.0978202820, propagate_backward_time: 54.7888298035, weight_update_time: 0.1108601913, other_time: 2.5957183838
epoch time: 9.0880231857s, input_fired_time: 0.1578968614, output_fired_time: 0.0000000000, propagate_forward_time: 8.4389724731, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4911537170
validation[          , genome  7101] predictions:    9741/  10000 (97.41%), best:    9741/10000 (97.41%), error:       794.95300, best error:       794.95300 on epoch:    60, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 97.9491195679s, input_fired_time: 1.3123153448, output_fired_time: 0.9492021203, propagate_forward_time: 38.9029541016, propagate_backward_time: 54.1777153015, weight_update_time: 0.1105959713, other_time: 2.6069297791
epoch time: 9.2692880630s, input_fired_time: 0.1598156244, output_fired_time: 0.0000000000, propagate_forward_time: 8.6100301743, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4994421005
validation[          , genome  7101] predictions:    9709/  10000 (97.09%), best:    9741/10000 (97.41%), error:       963.24280, best error:       794.95300 on epoch:    60, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 83.8805999756s, input_fired_time: 1.1939716339, output_fired_time: 0.8413500190, propagate_forward_time: 33.1449317932, propagate_backward_time: 46.4100532532, weight_update_time: 0.0934039354, other_time: 2.2902984619
epoch time: 7.3077778816s, input_fired_time: 0.1355121136, output_fired_time: 0.0000000000, propagate_forward_time: 6.7535939217, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4186720848
validation[          , genome  7101] predictions:    9679/  10000 (96.79%), best:    9741/10000 (97.41%), error:      1048.01624, best error:       794.95300 on epoch:    60, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 86.1764450073s, input_fired_time: 1.2147495747, output_fired_time: 0.8663250208, propagate_forward_time: 34.2245254517, propagate_backward_time: 47.4901161194, weight_update_time: 0.0968512446, other_time: 2.3807258606
epoch time: 8.4470634460s, input_fired_time: 0.1496242583, output_fired_time: 0.0000000000, propagate_forward_time: 7.8299674988, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4674720764
validation[          , genome  7101] predictions:    9732/  10000 (97.32%), best:    9741/10000 (97.41%), error:       886.40979, best error:       794.95300 on epoch:    60, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 92.4625549316s, input_fired_time: 1.2547835112, output_fired_time: 0.9003908038, propagate_forward_time: 36.1233863831, propagate_backward_time: 51.7006607056, weight_update_time: 0.1042755470, other_time: 2.4833335876
epoch time: 8.4901657104s, input_fired_time: 0.1485083103, output_fired_time: 0.0000000000, propagate_forward_time: 7.8734903336, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4681673050
validation[          , genome  7101] predictions:    9738/  10000 (97.38%), best:    9741/10000 (97.41%), error:       832.25934, best error:       794.95300 on epoch:    60, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 83.5547180176s, input_fired_time: 1.2042829990, output_fired_time: 0.8328658938, propagate_forward_time: 33.3333320618, propagate_backward_time: 45.9128799438, weight_update_time: 0.0937011242, other_time: 2.2713584900
epoch time: 8.3009700775s, input_fired_time: 0.1476042122, output_fired_time: 0.0000000000, propagate_forward_time: 7.6963071823, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4570589066
validation[          , genome  7101] predictions:    9686/  10000 (96.86%), best:    9741/10000 (97.41%), error:       967.16083, best error:       794.95300 on epoch:    60, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 84.5181732178s, input_fired_time: 1.1972010136, output_fired_time: 0.8309785724, propagate_forward_time: 33.4147949219, propagate_backward_time: 46.7612724304, weight_update_time: 0.0964110419, other_time: 2.3139228821
epoch time: 6.3134355545s, input_fired_time: 0.1282591522, output_fired_time: 0.0000000000, propagate_forward_time: 5.7814178467, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4037585258
validation[          , genome  7101] predictions:    9631/  10000 (96.31%), best:    9741/10000 (97.41%), error:      1205.24255, best error:       794.95300 on epoch:    60, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 86.2674865723s, input_fired_time: 1.2043411732, output_fired_time: 0.8452976346, propagate_forward_time: 33.6919555664, propagate_backward_time: 48.1752586365, weight_update_time: 0.0985485390, other_time: 2.3506355286
epoch time: 9.4004812241s, input_fired_time: 0.1612834632, output_fired_time: 0.0000000000, propagate_forward_time: 8.7354784012, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5037193298
validation[          , genome  7101] predictions:    9714/  10000 (97.14%), best:    9741/10000 (97.41%), error:       956.42273, best error:       794.95300 on epoch:    60, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 96.8710250854s, input_fired_time: 1.3007571697, output_fired_time: 0.9462684393, propagate_forward_time: 38.6302719116, propagate_backward_time: 53.4523048401, weight_update_time: 0.1094954610, other_time: 2.5414237976
epoch time: 6.6634221077s, input_fired_time: 0.1251006871, output_fired_time: 0.0000000000, propagate_forward_time: 6.1453123093, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3930091858
validation[          , genome  7101] predictions:    9711/  10000 (97.11%), best:    9741/10000 (97.41%), error:       984.76617, best error:       794.95300 on epoch:    60, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 86.5301818848s, input_fired_time: 1.2055006027, output_fired_time: 0.8490343094, propagate_forward_time: 34.0420837402, propagate_backward_time: 48.0741310120, weight_update_time: 0.1021520644, other_time: 2.3594322205
epoch time: 7.0900526047s, input_fired_time: 0.1349817961, output_fired_time: 0.0000000000, propagate_forward_time: 6.5418820381, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4131889343
validation[          , genome  7101] predictions:    9701/  10000 (97.01%), best:    9741/10000 (97.41%), error:       955.35516, best error:       794.95300 on epoch:    60, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 84.2827529907s, input_fired_time: 1.1791093349, output_fired_time: 0.8338248730, propagate_forward_time: 32.7841491699, propagate_backward_time: 47.1881523132, weight_update_time: 0.1013141945, other_time: 2.2975196838
epoch time: 6.5375723839s, input_fired_time: 0.1211656928, output_fired_time: 0.0000000000, propagate_forward_time: 6.0361261368, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3802804947
validation[          , genome  7101] predictions:    9701/  10000 (97.01%), best:    9741/10000 (97.41%), error:       961.54987, best error:       794.95300 on epoch:    60, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 83.4515151978s, input_fired_time: 1.1838563681, output_fired_time: 0.8343569636, propagate_forward_time: 32.7237892151, propagate_backward_time: 46.4325027466, weight_update_time: 0.0941296816, other_time: 2.2770118713
epoch time: 9.2469072342s, input_fired_time: 0.1593758613, output_fired_time: 0.0000000000, propagate_forward_time: 8.5928010941, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4947299957
validation[          , genome  7101] predictions:    9709/  10000 (97.09%), best:    9741/10000 (97.41%), error:       955.83789, best error:       794.95300 on epoch:    60, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 91.1330947876s, input_fired_time: 1.2515878677, output_fired_time: 0.8907161355, propagate_forward_time: 36.0398101807, propagate_backward_time: 50.4949607849, weight_update_time: 0.1055303812, other_time: 2.4560203552
epoch time: 6.6674318314s, input_fired_time: 0.1280827373, output_fired_time: 0.0000000000, propagate_forward_time: 6.1514759064, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3878731728
validation[          , genome  7101] predictions:    9749/  10000 (97.49%), best:    9741/10000 (97.41%), error:       818.93005, best error:       794.95300 on epoch:    60, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 80.5149459839s, input_fired_time: 1.1631824970, output_fired_time: 0.8021226525, propagate_forward_time: 31.6113815308, propagate_backward_time: 44.7032737732, weight_update_time: 0.0923914164, other_time: 2.2349815369
epoch time: 9.4105329514s, input_fired_time: 0.1627144814, output_fired_time: 0.0000000000, propagate_forward_time: 8.7397565842, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5080614090
validation[          , genome  7101] predictions:    9693/  10000 (96.93%), best:    9741/10000 (97.41%), error:       998.16663, best error:       794.95300 on epoch:    60, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 94.1494445801s, input_fired_time: 1.2809325457, output_fired_time: 0.9126749635, propagate_forward_time: 37.1603317261, propagate_backward_time: 52.2541198730, weight_update_time: 0.1079722345, other_time: 2.5413894653
epoch time: 8.5761594772s, input_fired_time: 0.1491496116, output_fired_time: 0.0000000000, propagate_forward_time: 7.9544816017, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4725279808
validation[          , genome  7101] predictions:    9700/  10000 (97.00%), best:    9741/10000 (97.41%), error:      1018.70361, best error:       794.95300 on epoch:    60, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 94.6543579102s, input_fired_time: 1.2737923861, output_fired_time: 0.9156919122, propagate_forward_time: 37.4401702881, propagate_backward_time: 52.4847526550, weight_update_time: 0.1073583588, other_time: 2.5399436951
epoch time: 7.7755665779s, input_fired_time: 0.1407108754, output_fired_time: 0.0000000000, propagate_forward_time: 7.1973252296, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4375305176
validation[          , genome  7101] predictions:    9719/  10000 (97.19%), best:    9741/10000 (97.41%), error:       948.63690, best error:       794.95300 on epoch:    60, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 90.6393356323s, input_fired_time: 1.2440807819, output_fired_time: 0.8822109699, propagate_forward_time: 35.7414970398, propagate_backward_time: 50.3274269104, weight_update_time: 0.1026728004, other_time: 2.4441223145
epoch time: 7.0414299965s, input_fired_time: 0.1324324757, output_fired_time: 0.0000000000, propagate_forward_time: 6.5060119629, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4029855728
validation[          , genome  7101] predictions:    9714/  10000 (97.14%), best:    9741/10000 (97.41%), error:       907.63000, best error:       794.95300 on epoch:    60, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 86.6611251831s, input_fired_time: 1.2240618467, output_fired_time: 0.8521931171, propagate_forward_time: 34.5197753906, propagate_backward_time: 47.6904525757, weight_update_time: 0.0979513898, other_time: 2.3746414185
epoch time: 6.7545008659s, input_fired_time: 0.1285180598, output_fired_time: 0.0000000000, propagate_forward_time: 6.2400617599, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3859210014
validation[          , genome  7101] predictions:    9684/  10000 (96.84%), best:    9741/10000 (97.41%), error:      1030.79626, best error:       794.95300 on epoch:    60, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 88.3390121460s, input_fired_time: 1.2403507233, output_fired_time: 0.8652552366, propagate_forward_time: 35.2870101929, propagate_backward_time: 48.5547599792, weight_update_time: 0.0993458405, other_time: 2.3916358948
epoch time: 7.5971255302s, input_fired_time: 0.1402564943, output_fired_time: 0.0000000000, propagate_forward_time: 7.0317835808, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4250855446
validation[          , genome  7101] predictions:    9733/  10000 (97.33%), best:    9741/10000 (97.41%), error:       861.09436, best error:       794.95300 on epoch:    60, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 86.0492095947s, input_fired_time: 1.2101389170, output_fired_time: 0.8604878187, propagate_forward_time: 33.6525077820, propagate_backward_time: 47.9817352295, weight_update_time: 0.0970485434, other_time: 2.3443412781
epoch time: 6.4917526245s, input_fired_time: 0.1250660866, output_fired_time: 0.0000000000, propagate_forward_time: 5.9893603325, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3773260117
validation[          , genome  7101] predictions:    9714/  10000 (97.14%), best:    9741/10000 (97.41%), error:       953.89709, best error:       794.95300 on epoch:    60, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 92.1873168945s, input_fired_time: 1.2614015341, output_fired_time: 0.8995255828, propagate_forward_time: 36.3334197998, propagate_backward_time: 51.2442932129, weight_update_time: 0.1035170481, other_time: 2.4486770630
epoch time: 8.5388813019s, input_fired_time: 0.1527357548, output_fired_time: 0.0000000000, propagate_forward_time: 7.9171142578, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4690313339
validation[          , genome  7101] predictions:    9740/  10000 (97.40%), best:    9741/10000 (97.41%), error:       822.10272, best error:       794.95300 on epoch:    60, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 84.0965347290s, input_fired_time: 1.1991260052, output_fired_time: 0.8413932920, propagate_forward_time: 32.9858474731, propagate_backward_time: 46.7808837891, weight_update_time: 0.0953337029, other_time: 2.2892837524
epoch time: 8.2321653366s, input_fired_time: 0.1513139755, output_fired_time: 0.0000000000, propagate_forward_time: 7.6275172234, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4533343315
validation[          , genome  7101] predictions:    9714/  10000 (97.14%), best:    9741/10000 (97.41%), error:       940.06372, best error:       794.95300 on epoch:    60, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 97.7137908936s, input_fired_time: 1.3129767179, output_fired_time: 0.9469822645, propagate_forward_time: 38.6140251160, propagate_backward_time: 54.2794265747, weight_update_time: 0.1108771786, other_time: 2.5603828430
epoch time: 8.0982627869s, input_fired_time: 0.1470783055, output_fired_time: 0.0000000000, propagate_forward_time: 7.5088758469, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4423084259
validation[          , genome  7101] predictions:    9743/  10000 (97.43%), best:    9741/10000 (97.41%), error:       847.11646, best error:       794.95300 on epoch:    60, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 89.5746688843s, input_fired_time: 1.2489981651, output_fired_time: 0.8855839372, propagate_forward_time: 35.7575111389, propagate_backward_time: 49.2743148804, weight_update_time: 0.1046740711, other_time: 2.4082603455
epoch time: 7.0611510277s, input_fired_time: 0.1348705441, output_fired_time: 0.0000000000, propagate_forward_time: 6.5234932899, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4027872086
validation[          , genome  7101] predictions:    9737/  10000 (97.37%), best:    9741/10000 (97.41%), error:       852.27106, best error:       794.95300 on epoch:    60, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 82.3962783813s, input_fired_time: 1.1926895380, output_fired_time: 0.8201291561, propagate_forward_time: 32.5790863037, propagate_backward_time: 45.5171127319, weight_update_time: 0.0977734998, other_time: 2.2872619629
epoch time: 7.0495738983s, input_fired_time: 0.1354074925, output_fired_time: 0.0000000000, propagate_forward_time: 6.5106363297, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4035301208
validation[          , genome  7101] predictions:    9722/  10000 (97.22%), best:    9741/10000 (97.41%), error:       926.68970, best error:       794.95300 on epoch:    60, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 88.5492630005s, input_fired_time: 1.2428495884, output_fired_time: 0.8689540625, propagate_forward_time: 35.1792449951, propagate_backward_time: 48.8572921753, weight_update_time: 0.1033764035, other_time: 2.4009170532
epoch time: 6.5824732780s, input_fired_time: 0.1279225945, output_fired_time: 0.0000000000, propagate_forward_time: 6.0665974617, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3879532814
validation[          , genome  7101] predictions:    9640/  10000 (96.40%), best:    9741/10000 (97.41%), error:      1129.69812, best error:       794.95300 on epoch:    60, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 85.1533126831s, input_fired_time: 1.2114899158, output_fired_time: 0.8391434550, propagate_forward_time: 33.4864501953, propagate_backward_time: 47.2423744202, weight_update_time: 0.1003259420, other_time: 2.3738594055
epoch time: 6.6058320999s, input_fired_time: 0.1315699965, output_fired_time: 0.0000000000, propagate_forward_time: 6.0782489777, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3960132599
validation[          , genome  7101] predictions:    9733/  10000 (97.33%), best:    9741/10000 (97.41%), error:       896.77985, best error:       794.95300 on epoch:    60, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 86.2107391357s, input_fired_time: 1.2270905972, output_fired_time: 0.8504474759, propagate_forward_time: 34.1913528442, propagate_backward_time: 47.5824890137, weight_update_time: 0.1014784425, other_time: 2.3593597412
epoch time: 7.0619678497s, input_fired_time: 0.1345325112, output_fired_time: 0.0000000000, propagate_forward_time: 6.5196790695, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4077563286
validation[          , genome  7101] predictions:    9728/  10000 (97.28%), best:    9741/10000 (97.41%), error:       899.71082, best error:       794.95300 on epoch:    60, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 86.4897766113s, input_fired_time: 1.2255047560, output_fired_time: 0.8532602787, propagate_forward_time: 34.5269546509, propagate_backward_time: 47.5073318481, weight_update_time: 0.0999494120, other_time: 2.3767242432
epoch time: 7.2715349197s, input_fired_time: 0.1358473152, output_fired_time: 0.0000000000, propagate_forward_time: 6.7139582634, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4217295647
validation[          , genome  7101] predictions:    9727/  10000 (97.27%), best:    9741/10000 (97.41%), error:       886.89349, best error:       794.95300 on epoch:    60, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 83.3730621338s, input_fired_time: 1.1966787577, output_fired_time: 0.8246399164, propagate_forward_time: 32.8653602600, propagate_backward_time: 46.1774406433, weight_update_time: 0.0940180570, other_time: 2.3089447021
epoch time: 6.7517533302s, input_fired_time: 0.1301228106, output_fired_time: 0.0000000000, propagate_forward_time: 6.2284588814, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3931717873
validation[          , genome  7101] predictions:    9589/  10000 (95.89%), best:    9741/10000 (97.41%), error:      1323.20239, best error:       794.95300 on epoch:    60, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 86.6859512329s, input_fired_time: 1.2313628197, output_fired_time: 0.8697084188, propagate_forward_time: 34.3161697388, propagate_backward_time: 47.9032554626, weight_update_time: 0.0965192690, other_time: 2.3654594421
epoch time: 6.4535412788s, input_fired_time: 0.1277769804, output_fired_time: 0.0000000000, propagate_forward_time: 5.9467449188, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3790192604
validation[          , genome  7101] predictions:    9727/  10000 (97.27%), best:    9741/10000 (97.41%), error:       894.15167, best error:       794.95300 on epoch:    60, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 78.6733474731s, input_fired_time: 1.1655831337, output_fired_time: 0.7943586707, propagate_forward_time: 30.8434181213, propagate_backward_time: 43.6504135132, weight_update_time: 0.0897969380, other_time: 2.2195777893
epoch time: 6.3423390388s, input_fired_time: 0.1266730428, output_fired_time: 0.0000000000, propagate_forward_time: 5.8426575661, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3730082512
validation[          , genome  7101] predictions:    9737/  10000 (97.37%), best:    9741/10000 (97.41%), error:       839.54773, best error:       794.95300 on epoch:    60, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 83.0167007446s, input_fired_time: 1.2038998604, output_fired_time: 0.8339273334, propagate_forward_time: 32.8272743225, propagate_backward_time: 45.8426818848, weight_update_time: 0.0942943841, other_time: 2.3089103699
epoch time: 7.0323753357s, input_fired_time: 0.1361302882, output_fired_time: 0.0000000000, propagate_forward_time: 6.4886140823, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4076309204
validation[          , genome  7101] predictions:    9711/  10000 (97.11%), best:    9741/10000 (97.41%), error:       977.18787, best error:       794.95300 on epoch:    60, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 80.0097274780s, input_fired_time: 1.1705797911, output_fired_time: 0.7991158366, propagate_forward_time: 31.3228397369, propagate_backward_time: 44.4993972778, weight_update_time: 0.0909759924, other_time: 2.2177963257
epoch time: 8.4284629822s, input_fired_time: 0.1526865959, output_fired_time: 0.0000000000, propagate_forward_time: 7.8089828491, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4667930603
validation[          , genome  7101] predictions:    9728/  10000 (97.28%), best:    9741/10000 (97.41%), error:       869.15546, best error:       794.95300 on epoch:    60, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 79.8293075562s, input_fired_time: 1.1767804623, output_fired_time: 0.7899222970, propagate_forward_time: 31.4193344116, propagate_backward_time: 44.2022171021, weight_update_time: 0.0911596194, other_time: 2.2410507202
epoch time: 7.8661794662s, input_fired_time: 0.1492670476, output_fired_time: 0.0000000000, propagate_forward_time: 7.2729287148, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4439835548
validation[          , genome  7101] predictions:    9731/  10000 (97.31%), best:    9741/10000 (97.41%), error:       885.18304, best error:       794.95300 on epoch:    60, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 90.8317337036s, input_fired_time: 1.2656148672, output_fired_time: 0.8847469091, propagate_forward_time: 35.8791275024, propagate_backward_time: 50.3641853333, weight_update_time: 0.1026445404, other_time: 2.4380531311
epoch time: 9.4120302200s, input_fired_time: 0.1642002016, output_fired_time: 0.0000000000, propagate_forward_time: 8.7467126846, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5011177063
validation[          , genome  7101] predictions:    9732/  10000 (97.32%), best:    9741/10000 (97.41%), error:       839.45099, best error:       794.95300 on epoch:    60, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 91.1017303467s, input_fired_time: 1.2682458162, output_fired_time: 0.8976919651, propagate_forward_time: 36.0415954590, propagate_backward_time: 50.4560585022, weight_update_time: 0.1034141481, other_time: 2.4381370544
epoch time: 8.3343944550s, input_fired_time: 0.1531822681, output_fired_time: 0.0000000000, propagate_forward_time: 7.7261161804, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4550962448
validation[          , genome  7101] predictions:    9716/  10000 (97.16%), best:    9741/10000 (97.41%), error:       884.48352, best error:       794.95300 on epoch:    60, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 93.8117218018s, input_fired_time: 1.2865924835, output_fired_time: 0.9147102237, propagate_forward_time: 36.8267478943, propagate_backward_time: 52.2942810059, weight_update_time: 0.1066962555, other_time: 2.4893913269
epoch time: 9.4190902710s, input_fired_time: 0.1664893031, output_fired_time: 0.0000000000, propagate_forward_time: 8.7490625381, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5035381317
validation[          , genome  7101] predictions:    9715/  10000 (97.15%), best:    9741/10000 (97.41%), error:       888.88818, best error:       794.95300 on epoch:    60, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 92.4324493408s, input_fired_time: 1.2743421793, output_fired_time: 0.9053906798, propagate_forward_time: 36.3295288086, propagate_backward_time: 51.4530220032, weight_update_time: 0.1055329815, other_time: 2.4701652527
epoch time: 6.4698944092s, input_fired_time: 0.1278604567, output_fired_time: 0.0000000000, propagate_forward_time: 5.9549951553, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3870387077
validation[          , genome  7101] predictions:    9767/  10000 (97.67%), best:    9741/10000 (97.41%), error:       826.12573, best error:       794.95300 on epoch:    60, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 76.3663406372s, input_fired_time: 1.1486406326, output_fired_time: 0.7571995258, propagate_forward_time: 29.8840656281, propagate_backward_time: 42.4049377441, weight_update_time: 0.0880132020, other_time: 2.1714935303
epoch time: 6.2921934128s, input_fired_time: 0.1253511757, output_fired_time: 0.0000000000, propagate_forward_time: 5.7994098663, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3674325943
validation[          , genome  7101] predictions:    9714/  10000 (97.14%), best:    9741/10000 (97.41%), error:       912.48779, best error:       794.95300 on epoch:    60, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 82.5020523071s, input_fired_time: 1.1948922873, output_fired_time: 0.8276951313, propagate_forward_time: 32.3627548218, propagate_backward_time: 45.8602027893, weight_update_time: 0.0935661495, other_time: 2.2565040588
epoch time: 6.9606652260s, input_fired_time: 0.1347341537, output_fired_time: 0.0000000000, propagate_forward_time: 6.4205589294, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4053721428
validation[          , genome  7101] predictions:    9725/  10000 (97.25%), best:    9741/10000 (97.41%), error:       886.61029, best error:       794.95300 on epoch:    60, 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: 38.8205833435s, input_fired_time: 0.7127051950, output_fired_time: 0.0000000000, propagate_forward_time: 35.8822441101, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2256355286
best training[          , genome  7101] predictions:   49505/  50000 (99.01%), best:    9741/10000 (97.41%), error:      1756.68311, best error:       794.95300 on epoch:    60, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
evaluating best weights on test data.
evaluting test set with running mean/variance:
epoch time: 9.4127922058s, input_fired_time: 0.1623572260, output_fired_time: 0.0000000000, propagate_forward_time: 8.7309551239, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5194797516
   testing[          , genome  7101] predictions:    9792/  10000 (97.92%), best:    9741/10000 (97.41%), error:       657.34076, best error:       794.95300 on epoch:    60, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
12:30:04 (37350): called boinc_finish(0)

</stderr_txt>
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