Nameexact_genome_1512568488_41_6906_0
Workunit2605818
Created7 Dec 2017, 22:45:08 UTC
Sent7 Dec 2017, 22:47:12 UTC
Report deadline17 Dec 2017, 5:03:40 UTC
Received8 Dec 2017, 12:45:30 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID51414
Run time5 hours 8 min
CPU time4 hours 56 min 46 sec
Validate stateValid
Credit2,315.36
Device peak FLOPS2.56 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size154.49 MB
Peak swap size159.11 MB
Peak disk usage1.90 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
00 (96.67%), best:    9699/10000 (96.99%), error:      1115.60022, best error:      1026.87988 on epoch:    11, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 166.8177795410s, input_fired_time: 1.8252737522, output_fired_time: 1.6620577574, propagate_forward_time: 63.1643104553, propagate_backward_time: 96.7151794434, weight_update_time: 0.1640108079, other_time: 3.4509582520
epoch time: 13.5068187714s, input_fired_time: 0.2176301926, output_fired_time: 0.0000000000, propagate_forward_time: 12.6659784317, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6232099533
validation[          , genome  6906] predictions:    9706/  10000 (97.06%), best:    9706/10000 (97.06%), error:      1012.68304, best error:      1012.68304 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 167.0113677979s, input_fired_time: 1.7413520813, output_fired_time: 1.6358847618, propagate_forward_time: 63.6352729797, propagate_backward_time: 96.5573577881, weight_update_time: 0.1624025255, other_time: 3.4415130615
epoch time: 13.1237869263s, input_fired_time: 0.2167188525, output_fired_time: 0.0000000000, propagate_forward_time: 12.2820844650, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6249837875
validation[          , genome  6906] predictions:    9694/  10000 (96.94%), best:    9694/10000 (96.94%), error:       996.45996, best error:       996.45996 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 164.3423004150s, input_fired_time: 1.7222000360, output_fired_time: 1.6221268177, propagate_forward_time: 62.3083915710, propagate_backward_time: 95.2830734253, weight_update_time: 0.1604609936, other_time: 3.4065017700
epoch time: 13.3886423111s, input_fired_time: 0.2171898931, output_fired_time: 0.0000000000, propagate_forward_time: 12.5485858917, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6228666306
validation[          , genome  6906] predictions:    9662/  10000 (96.62%), best:    9694/10000 (96.94%), error:      1113.61194, best error:       996.45996 on epoch:    16, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 165.1129760742s, input_fired_time: 1.7579741478, output_fired_time: 1.6163853407, propagate_forward_time: 62.4471168518, propagate_backward_time: 95.8750534058, weight_update_time: 0.1618526131, other_time: 3.4164505005
epoch time: 13.1018762589s, input_fired_time: 0.2171643376, output_fired_time: 0.0000000000, propagate_forward_time: 12.2429933548, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6417188644
validation[          , genome  6906] predictions:    9674/  10000 (96.74%), best:    9694/10000 (96.94%), error:      1091.00354, best error:       996.45996 on epoch:    16, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 166.0259552002s, input_fired_time: 1.7367429733, output_fired_time: 1.6712996960, propagate_forward_time: 62.9471282959, propagate_backward_time: 96.1556625366, weight_update_time: 0.1614993662, other_time: 3.5151290894
epoch time: 13.3212423325s, input_fired_time: 0.2198645771, output_fired_time: 0.0000000000, propagate_forward_time: 12.4724454880, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6289319992
validation[          , genome  6906] predictions:    9669/  10000 (96.69%), best:    9694/10000 (96.94%), error:      1063.51904, best error:       996.45996 on epoch:    16, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 165.5892181396s, input_fired_time: 1.7633613348, output_fired_time: 1.6326088905, propagate_forward_time: 62.6986694336, propagate_backward_time: 96.0570220947, weight_update_time: 0.1602299809, other_time: 3.4375457764
epoch time: 13.3761234283s, input_fired_time: 0.2197325379, output_fired_time: 0.0000000000, propagate_forward_time: 12.5268030167, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6295881271
validation[          , genome  6906] predictions:    9706/  10000 (97.06%), best:    9706/10000 (97.06%), error:       994.69995, best error:       994.69995 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 163.7870178223s, input_fired_time: 1.8053601980, output_fired_time: 1.6106687784, propagate_forward_time: 62.0161972046, propagate_backward_time: 94.9561614990, weight_update_time: 0.1627568901, other_time: 3.3986282349
epoch time: 13.4029159546s, input_fired_time: 0.2231577784, output_fired_time: 0.0000000000, propagate_forward_time: 12.5516376495, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6281204224
validation[          , genome  6906] predictions:    9659/  10000 (96.59%), best:    9706/10000 (97.06%), error:      1103.78235, best error:       994.69995 on epoch:    20, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 162.8335418701s, input_fired_time: 1.7477643490, output_fired_time: 1.6074309349, propagate_forward_time: 61.6221275330, propagate_backward_time: 94.4902648926, weight_update_time: 0.1593765467, other_time: 3.3659515381
epoch time: 12.6253280640s, input_fired_time: 0.2112076879, output_fired_time: 0.0000000000, propagate_forward_time: 11.8067893982, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6073312759
validation[          , genome  6906] predictions:    9645/  10000 (96.45%), best:    9706/10000 (97.06%), error:      1106.05115, best error:       994.69995 on epoch:    20, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 164.7481231689s, input_fired_time: 1.7185984850, output_fired_time: 1.6225410700, propagate_forward_time: 62.4393692017, propagate_backward_time: 95.5641784668, weight_update_time: 0.1597287506, other_time: 3.4034347534
epoch time: 12.5834321976s, input_fired_time: 0.2128496617, output_fired_time: 0.0000000000, propagate_forward_time: 11.7657594681, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6048231125
validation[          , genome  6906] predictions:    9726/  10000 (97.26%), best:    9726/10000 (97.26%), error:       921.22418, best error:       921.22418 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 164.8061370850s, input_fired_time: 1.7343089581, output_fired_time: 1.6442918777, propagate_forward_time: 62.3658332825, propagate_backward_time: 95.6532669067, weight_update_time: 0.1601640582, other_time: 3.4084396362
epoch time: 13.3155860901s, input_fired_time: 0.2188876420, output_fired_time: 0.0000000000, propagate_forward_time: 12.4770364761, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6196622849
validation[          , genome  6906] predictions:    9688/  10000 (96.88%), best:    9726/10000 (97.26%), error:      1010.36700, best error:       921.22418 on epoch:    23, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 165.6167144775s, input_fired_time: 1.7498852015, output_fired_time: 1.6192351580, propagate_forward_time: 62.7480125427, propagate_backward_time: 96.0623550415, weight_update_time: 0.1612791568, other_time: 3.4372329712
epoch time: 13.6739540100s, input_fired_time: 0.2223093361, output_fired_time: 0.0000000000, propagate_forward_time: 12.7851066589, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6665382385
validation[          , genome  6906] predictions:    9713/  10000 (97.13%), best:    9726/10000 (97.26%), error:       962.50549, best error:       921.22418 on epoch:    23, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 165.9753570557s, input_fired_time: 1.7629795074, output_fired_time: 1.6508517265, propagate_forward_time: 62.9032592773, propagate_backward_time: 96.2395248413, weight_update_time: 0.1605398357, other_time: 3.4187393188
epoch time: 13.3169870377s, input_fired_time: 0.2249799818, output_fired_time: 0.0000000000, propagate_forward_time: 12.4723854065, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6196212769
validation[          , genome  6906] predictions:    9730/  10000 (97.30%), best:    9730/10000 (97.30%), error:       872.36469, best error:       872.36469 on epoch:    26, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 165.9527740479s, input_fired_time: 1.7494745255, output_fired_time: 1.6232069731, propagate_forward_time: 63.0056457520, propagate_backward_time: 96.1423034668, weight_update_time: 0.1616026908, other_time: 3.4321441650
epoch time: 13.2322139740s, input_fired_time: 0.2173281163, output_fired_time: 0.0000000000, propagate_forward_time: 12.3887929916, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6260929108
validation[          , genome  6906] predictions:    9684/  10000 (96.84%), best:    9730/10000 (97.30%), error:      1025.60718, best error:       872.36469 on epoch:    26, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 165.9462432861s, input_fired_time: 1.7751156092, output_fired_time: 1.6752393246, propagate_forward_time: 62.6688041687, propagate_backward_time: 96.3885345459, weight_update_time: 0.1629529744, other_time: 3.4385528564
epoch time: 13.2032918930s, input_fired_time: 0.2175631523, output_fired_time: 0.0000000000, propagate_forward_time: 12.3610744476, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6246547699
validation[          , genome  6906] predictions:    9631/  10000 (96.31%), best:    9730/10000 (97.30%), error:      1208.20007, best error:       872.36469 on epoch:    26, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 166.3164062500s, input_fired_time: 1.7885674238, output_fired_time: 1.6417917013, propagate_forward_time: 63.0715026855, propagate_backward_time: 96.3500823975, weight_update_time: 0.1640229076, other_time: 3.4644622803
epoch time: 13.1677589417s, input_fired_time: 0.2182297558, output_fired_time: 0.0000000000, propagate_forward_time: 12.3356571198, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6138725281
validation[          , genome  6906] predictions:    9689/  10000 (96.89%), best:    9730/10000 (97.30%), error:      1021.77417, best error:       872.36469 on epoch:    26, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 165.5825805664s, input_fired_time: 1.7558389902, output_fired_time: 1.6320930719, propagate_forward_time: 62.8942031860, propagate_backward_time: 95.8816070557, weight_update_time: 0.1607231945, other_time: 3.4188308716
epoch time: 13.3210048676s, input_fired_time: 0.2173460424, output_fired_time: 0.0000000000, propagate_forward_time: 12.4806604385, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6229982376
validation[          , genome  6906] predictions:    9705/  10000 (97.05%), best:    9730/10000 (97.30%), error:       920.45276, best error:       872.36469 on epoch:    26, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 164.1985778809s, input_fired_time: 1.7598016262, output_fired_time: 1.6189539433, propagate_forward_time: 62.4425125122, propagate_backward_time: 94.9535522461, weight_update_time: 0.1609852910, other_time: 3.4237594604
epoch time: 13.4492025375s, input_fired_time: 0.2228495479, output_fired_time: 0.0000000000, propagate_forward_time: 12.6072578430, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6190948486
validation[          , genome  6906] predictions:    9702/  10000 (97.02%), best:    9730/10000 (97.30%), error:       979.29681, best error:       872.36469 on epoch:    26, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 166.1939086914s, input_fired_time: 1.7829073668, output_fired_time: 1.6449365616, propagate_forward_time: 63.0798301697, propagate_backward_time: 96.2526016235, weight_update_time: 0.1639447063, other_time: 3.4336166382
epoch time: 13.3318004608s, input_fired_time: 0.2164336443, output_fired_time: 0.0000000000, propagate_forward_time: 12.4926490784, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6227178574
validation[          , genome  6906] predictions:    9744/  10000 (97.44%), best:    9744/10000 (97.44%), error:       832.55231, best error:       832.55231 on epoch:    32, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 165.9346923828s, input_fired_time: 1.7660021782, output_fired_time: 1.6329053640, propagate_forward_time: 62.6638412476, propagate_backward_time: 96.3750686646, weight_update_time: 0.1617471874, other_time: 3.4968719482
epoch time: 13.1459989548s, input_fired_time: 0.2323507071, output_fired_time: 0.0000000000, propagate_forward_time: 12.2945213318, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6191272736
validation[          , genome  6906] predictions:    9697/  10000 (96.97%), best:    9744/10000 (97.44%), error:       974.16168, best error:       832.55231 on epoch:    32, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 166.2324523926s, input_fired_time: 1.7774640322, output_fired_time: 1.6254906654, propagate_forward_time: 63.2194709778, propagate_backward_time: 96.2008132935, weight_update_time: 0.1622279137, other_time: 3.4092178345
epoch time: 13.5581121445s, input_fired_time: 0.2335887402, output_fired_time: 0.0000000000, propagate_forward_time: 12.6712923050, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6532306671
validation[          , genome  6906] predictions:    9654/  10000 (96.54%), best:    9744/10000 (97.44%), error:      1101.21643, best error:       832.55231 on epoch:    32, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 165.4418182373s, input_fired_time: 1.7424732447, output_fired_time: 1.6557474136, propagate_forward_time: 62.5554962158, propagate_backward_time: 96.0526123047, weight_update_time: 0.1623384804, other_time: 3.4354858398
epoch time: 13.5733795166s, input_fired_time: 0.2226206958, output_fired_time: 0.0000000000, propagate_forward_time: 12.7302026749, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6205558777
validation[          , genome  6906] predictions:    9720/  10000 (97.20%), best:    9744/10000 (97.44%), error:       927.16858, best error:       832.55231 on epoch:    32, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 164.6583862305s, input_fired_time: 1.7480330467, output_fired_time: 1.6327303648, propagate_forward_time: 62.5766334534, propagate_backward_time: 95.2525024414, weight_update_time: 0.1650686413, other_time: 3.4484863281
epoch time: 13.5664520264s, input_fired_time: 0.2267438471, output_fired_time: 0.0000000000, propagate_forward_time: 12.7020368576, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6376714706
validation[          , genome  6906] predictions:    9718/  10000 (97.18%), best:    9744/10000 (97.44%), error:       916.31757, best error:       832.55231 on epoch:    32, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 165.5256652832s, input_fired_time: 1.7793191671, output_fired_time: 1.6451230049, propagate_forward_time: 62.6598167419, propagate_backward_time: 95.9897689819, weight_update_time: 0.1614588797, other_time: 3.4516372681
epoch time: 13.4292812347s, input_fired_time: 0.2193551362, output_fired_time: 0.0000000000, propagate_forward_time: 12.5818576813, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6280679703
validation[          , genome  6906] predictions:    9731/  10000 (97.31%), best:    9744/10000 (97.44%), error:       877.99048, best error:       832.55231 on epoch:    32, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 165.4387359619s, input_fired_time: 1.7337262630, output_fired_time: 1.6121404171, propagate_forward_time: 62.9378662109, propagate_backward_time: 95.7228775024, weight_update_time: 0.1598844379, other_time: 3.4321365356
epoch time: 13.8892612457s, input_fired_time: 0.2202654928, output_fired_time: 0.0000000000, propagate_forward_time: 13.0306596756, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6383361816
validation[          , genome  6906] predictions:    9711/  10000 (97.11%), best:    9744/10000 (97.44%), error:       970.42426, best error:       832.55231 on epoch:    32, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 165.7770385742s, input_fired_time: 1.7509549856, output_fired_time: 1.6759290695, propagate_forward_time: 62.8046379089, propagate_backward_time: 96.1407546997, weight_update_time: 0.1602587551, other_time: 3.4047470093
epoch time: 13.7365818024s, input_fired_time: 0.2228244245, output_fired_time: 0.0000000000, propagate_forward_time: 12.8855628967, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6281948090
validation[          , genome  6906] predictions:    9734/  10000 (97.34%), best:    9744/10000 (97.44%), error:       866.95874, best error:       832.55231 on epoch:    32, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 166.6154785156s, input_fired_time: 1.7768000364, output_fired_time: 1.6310307980, propagate_forward_time: 63.1436614990, propagate_backward_time: 96.6303863525, weight_update_time: 0.1624930948, other_time: 3.4336090088
epoch time: 13.3046655655s, input_fired_time: 0.2225751430, output_fired_time: 0.0000000000, propagate_forward_time: 12.4554595947, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6266307831
validation[          , genome  6906] predictions:    9712/  10000 (97.12%), best:    9744/10000 (97.44%), error:       905.76093, best error:       832.55231 on epoch:    32, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 165.1401367188s, input_fired_time: 1.7569361925, output_fired_time: 1.6369726658, propagate_forward_time: 62.6886329651, propagate_backward_time: 95.5945587158, weight_update_time: 0.1652953774, other_time: 3.4630279541
epoch time: 13.3522901535s, input_fired_time: 0.2226452827, output_fired_time: 0.0000000000, propagate_forward_time: 12.4634408951, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6662034988
validation[          , genome  6906] predictions:    9750/  10000 (97.50%), best:    9744/10000 (97.44%), error:       868.10199, best error:       832.55231 on epoch:    32, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 165.4376983643s, input_fired_time: 1.7539491653, output_fired_time: 1.6431504488, propagate_forward_time: 62.8474655151, propagate_backward_time: 95.7757644653, weight_update_time: 0.1610605419, other_time: 3.4173583984
epoch time: 13.3355741501s, input_fired_time: 0.2316528559, output_fired_time: 0.0000000000, propagate_forward_time: 12.4893465042, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6145744324
validation[          , genome  6906] predictions:    9708/  10000 (97.08%), best:    9744/10000 (97.44%), error:       926.69843, best error:       832.55231 on epoch:    32, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 165.8134155273s, input_fired_time: 1.7860921621, output_fired_time: 1.6441348791, propagate_forward_time: 62.8789405823, propagate_backward_time: 96.0500640869, weight_update_time: 0.1603458524, other_time: 3.4541931152
epoch time: 13.4775867462s, input_fired_time: 0.2247152627, output_fired_time: 0.0000000000, propagate_forward_time: 12.6068906784, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6459808350
validation[          , genome  6906] predictions:    9685/  10000 (96.85%), best:    9744/10000 (97.44%), error:      1008.91998, best error:       832.55231 on epoch:    32, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 164.9478759766s, input_fired_time: 1.7445569038, output_fired_time: 1.6411809921, propagate_forward_time: 62.4290428162, propagate_backward_time: 95.7079696655, weight_update_time: 0.1678082198, other_time: 3.4251327515
epoch time: 13.1886367798s, input_fired_time: 0.2203719616, output_fired_time: 0.0000000000, propagate_forward_time: 12.3442182541, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6240463257
validation[          , genome  6906] predictions:    9745/  10000 (97.45%), best:    9744/10000 (97.44%), error:       832.73724, best error:       832.55231 on epoch:    32, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 165.3438568115s, input_fired_time: 1.7530567646, output_fired_time: 1.6170109510, propagate_forward_time: 62.6953430176, propagate_backward_time: 95.8518295288, weight_update_time: 0.1614245772, other_time: 3.4266281128
epoch time: 13.6160926819s, input_fired_time: 0.2239559144, output_fired_time: 0.0000000000, propagate_forward_time: 12.7651758194, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6269607544
validation[          , genome  6906] predictions:    9710/  10000 (97.10%), best:    9744/10000 (97.44%), error:       905.95392, best error:       832.55231 on epoch:    32, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 166.6731872559s, input_fired_time: 1.7765489817, output_fired_time: 1.6278413534, propagate_forward_time: 63.4018630981, propagate_backward_time: 96.3596954346, weight_update_time: 0.1691400409, other_time: 3.5072402954
epoch time: 13.4107503891s, input_fired_time: 0.2245616913, output_fired_time: 0.0000000000, propagate_forward_time: 12.5660448074, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6201438904
validation[          , genome  6906] predictions:    9703/  10000 (97.03%), best:    9744/10000 (97.44%), error:       907.74890, best error:       832.55231 on epoch:    32, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 165.2812957764s, input_fired_time: 1.7450456619, output_fired_time: 1.6286967993, propagate_forward_time: 62.5623092651, propagate_backward_time: 95.8926162720, weight_update_time: 0.1608762145, other_time: 3.4526367188
epoch time: 13.2608556747s, input_fired_time: 0.2227804512, output_fired_time: 0.0000000000, propagate_forward_time: 12.4057922363, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6322832108
validation[          , genome  6906] predictions:    9703/  10000 (97.03%), best:    9744/10000 (97.44%), error:       894.14825, best error:       832.55231 on epoch:    32, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 165.7698974609s, input_fired_time: 1.7575267553, output_fired_time: 1.6172924042, propagate_forward_time: 62.9252624512, propagate_backward_time: 96.0542221069, weight_update_time: 0.1611193717, other_time: 3.4155960083
epoch time: 13.3497247696s, input_fired_time: 0.2217994183, output_fired_time: 0.0000000000, propagate_forward_time: 12.4918413162, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6360836029
validation[          , genome  6906] predictions:    9718/  10000 (97.18%), best:    9744/10000 (97.44%), error:       924.56409, best error:       832.55231 on epoch:    32, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 167.0785675049s, input_fired_time: 1.7794415951, output_fired_time: 1.6328761578, propagate_forward_time: 63.3030662537, propagate_backward_time: 96.9501800537, weight_update_time: 0.1618899703, other_time: 3.4130096436
epoch time: 13.4187831879s, input_fired_time: 0.2213877589, output_fired_time: 0.0000000000, propagate_forward_time: 12.5618276596, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6355676651
validation[          , genome  6906] predictions:    9702/  10000 (97.02%), best:    9744/10000 (97.44%), error:      1023.88934, best error:       832.55231 on epoch:    32, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 164.7229309082s, input_fired_time: 1.7369474173, output_fired_time: 1.6152107716, propagate_forward_time: 62.3981208801, propagate_backward_time: 95.5324096680, weight_update_time: 0.1612279415, other_time: 3.4402465820
epoch time: 13.7127513885s, input_fired_time: 0.2261453420, output_fired_time: 0.0000000000, propagate_forward_time: 12.8344411850, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6521644592
validation[          , genome  6906] predictions:    9717/  10000 (97.17%), best:    9744/10000 (97.44%), error:       921.32855, best error:       832.55231 on epoch:    32, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 164.9939575195s, input_fired_time: 1.7536131144, output_fired_time: 1.6346076727, propagate_forward_time: 62.4625625610, propagate_backward_time: 95.7159423828, weight_update_time: 0.1637270898, other_time: 3.4272232056
epoch time: 13.3161573410s, input_fired_time: 0.2245504558, output_fired_time: 0.0000000000, propagate_forward_time: 12.4690847397, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6225223541
validation[          , genome  6906] predictions:    9723/  10000 (97.23%), best:    9744/10000 (97.44%), error:       870.05060, best error:       832.55231 on epoch:    32, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 164.4376068115s, input_fired_time: 1.7491269112, output_fired_time: 1.6418365240, propagate_forward_time: 62.3458900452, propagate_backward_time: 95.2524337769, weight_update_time: 0.1848158389, other_time: 3.4483261108
epoch time: 13.7330284119s, input_fired_time: 0.2307220697, output_fired_time: 0.0000000000, propagate_forward_time: 12.8685903549, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6337156296
validation[          , genome  6906] predictions:    9703/  10000 (97.03%), best:    9744/10000 (97.44%), error:       916.75293, best error:       832.55231 on epoch:    32, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 165.5924530029s, input_fired_time: 1.8177305460, output_fired_time: 1.6344887018, propagate_forward_time: 62.7973709106, propagate_backward_time: 95.9150009155, weight_update_time: 0.1648433059, other_time: 3.4278564453
epoch time: 13.2982406616s, input_fired_time: 0.2283345908, output_fired_time: 0.0000000000, propagate_forward_time: 12.4416313171, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6282749176
validation[          , genome  6906] predictions:    9733/  10000 (97.33%), best:    9744/10000 (97.44%), error:       835.20398, best error:       832.55231 on epoch:    32, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 163.9297027588s, input_fired_time: 1.7596035004, output_fired_time: 1.6356767416, propagate_forward_time: 62.0475921631, propagate_backward_time: 95.0859222412, weight_update_time: 0.1605019420, other_time: 3.4009094238
epoch time: 13.3551015854s, input_fired_time: 0.2224819362, output_fired_time: 0.0000000000, propagate_forward_time: 12.5031080246, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6295118332
validation[          , genome  6906] predictions:    9710/  10000 (97.10%), best:    9744/10000 (97.44%), error:       915.59039, best error:       832.55231 on epoch:    32, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 164.5410003662s, input_fired_time: 1.7826490402, output_fired_time: 1.6295576096, propagate_forward_time: 62.2876243591, propagate_backward_time: 95.3823699951, weight_update_time: 0.1624604017, other_time: 3.4587860107
epoch time: 13.3691864014s, input_fired_time: 0.2245672792, output_fired_time: 0.0000000000, propagate_forward_time: 12.5010280609, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6435909271
validation[          , genome  6906] predictions:    9747/  10000 (97.47%), best:    9744/10000 (97.44%), error:       849.52234, best error:       832.55231 on epoch:    32, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 165.4707489014s, input_fired_time: 1.7847741842, output_fired_time: 1.6900106668, propagate_forward_time: 62.7555427551, propagate_backward_time: 95.7978591919, weight_update_time: 0.1609263718, other_time: 3.4425582886
epoch time: 13.1515102386s, input_fired_time: 0.2204221636, output_fired_time: 0.0000000000, propagate_forward_time: 12.3143234253, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6167650223
validation[          , genome  6906] predictions:    9656/  10000 (96.56%), best:    9744/10000 (97.44%), error:      1133.98279, best error:       832.55231 on epoch:    32, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 167.7735595703s, input_fired_time: 1.8152110577, output_fired_time: 1.6806440353, propagate_forward_time: 63.4905395508, propagate_backward_time: 97.2992553711, weight_update_time: 0.1643557101, other_time: 3.4878997803
epoch time: 13.1841259003s, input_fired_time: 0.2267965674, output_fired_time: 0.0000000000, propagate_forward_time: 12.3345413208, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6227884293
validation[          , genome  6906] predictions:    9716/  10000 (97.16%), best:    9744/10000 (97.44%), error:       881.34259, best error:       832.55231 on epoch:    32, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 165.8863067627s, input_fired_time: 1.7626508474, output_fired_time: 1.6691452265, propagate_forward_time: 62.7839698792, propagate_backward_time: 96.2119369507, weight_update_time: 0.1682209820, other_time: 3.4586105347
epoch time: 13.4119148254s, input_fired_time: 0.2362813354, output_fired_time: 0.0000000000, propagate_forward_time: 12.5300951004, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6455383301
validation[          , genome  6906] predictions:    9735/  10000 (97.35%), best:    9744/10000 (97.44%), error:       863.38135, best error:       832.55231 on epoch:    32, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 166.3290710449s, input_fired_time: 1.8111761808, output_fired_time: 1.6388037205, propagate_forward_time: 63.0197677612, propagate_backward_time: 96.3981094360, weight_update_time: 0.1617727280, other_time: 3.4612121582
epoch time: 13.2544574738s, input_fired_time: 0.2228710353, output_fired_time: 0.0000000000, propagate_forward_time: 12.4054203033, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6261663437
validation[          , genome  6906] predictions:    9711/  10000 (97.11%), best:    9744/10000 (97.44%), error:       948.46442, best error:       832.55231 on epoch:    32, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 165.9832611084s, input_fired_time: 1.7600828409, output_fired_time: 1.6405124664, propagate_forward_time: 62.8426246643, propagate_backward_time: 96.2321090698, weight_update_time: 0.1882869303, other_time: 3.5079269409
epoch time: 13.5365180969s, input_fired_time: 0.2246599793, output_fired_time: 0.0000000000, propagate_forward_time: 12.6778726578, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6339855194
validation[          , genome  6906] predictions:    9689/  10000 (96.89%), best:    9744/10000 (97.44%), error:       958.20380, best error:       832.55231 on epoch:    32, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 165.8348846436s, input_fired_time: 1.7735226154, output_fired_time: 1.6378285885, propagate_forward_time: 62.7956733704, propagate_backward_time: 96.1396636963, weight_update_time: 0.1787051409, other_time: 3.4881896973
epoch time: 13.4695577621s, input_fired_time: 0.2236303836, output_fired_time: 0.0000000000, propagate_forward_time: 12.5998868942, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6460409164
validation[          , genome  6906] predictions:    9730/  10000 (97.30%), best:    9744/10000 (97.44%), error:       837.61572, best error:       832.55231 on epoch:    32, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 165.6073150635s, input_fired_time: 1.7654569149, output_fired_time: 1.6771035194, propagate_forward_time: 62.9245452881, propagate_backward_time: 95.7702484131, weight_update_time: 0.1618582010, other_time: 3.4699554443
epoch time: 13.3586797714s, input_fired_time: 0.2253281474, output_fired_time: 0.0000000000, propagate_forward_time: 12.5112018585, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6221494675
validation[          , genome  6906] predictions:    9729/  10000 (97.29%), best:    9744/10000 (97.44%), error:       857.22589, best error:       832.55231 on epoch:    32, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 165.3912963867s, input_fired_time: 1.7642140388, output_fired_time: 1.6363214254, propagate_forward_time: 62.8067932129, propagate_backward_time: 95.6924438477, weight_update_time: 0.1612581462, other_time: 3.4915161133
epoch time: 13.4054145813s, input_fired_time: 0.2256522328, output_fired_time: 0.0000000000, propagate_forward_time: 12.5468816757, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6328802109
validation[          , genome  6906] predictions:    9709/  10000 (97.09%), best:    9744/10000 (97.44%), error:       910.30725, best error:       832.55231 on epoch:    32, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 166.9079589844s, input_fired_time: 1.7992491722, output_fired_time: 1.6688815355, propagate_forward_time: 63.3223152161, propagate_backward_time: 96.6438217163, weight_update_time: 0.1623379290, other_time: 3.4736862183
epoch time: 13.2561140060s, input_fired_time: 0.2220856845, output_fired_time: 0.0000000000, propagate_forward_time: 12.4088077545, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6252202988
validation[          , genome  6906] predictions:    9738/  10000 (97.38%), best:    9744/10000 (97.44%), error:       867.36322, best error:       832.55231 on epoch:    32, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 166.3043365479s, input_fired_time: 1.8346565962, output_fired_time: 1.6423180103, propagate_forward_time: 63.2690963745, propagate_backward_time: 96.0785598755, weight_update_time: 0.1617240757, other_time: 3.4797058105
epoch time: 13.6653738022s, input_fired_time: 0.2305556089, output_fired_time: 0.0000000000, propagate_forward_time: 12.7959699631, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6388483047
validation[          , genome  6906] predictions:    9725/  10000 (97.25%), best:    9744/10000 (97.44%), error:       891.38715, best error:       832.55231 on epoch:    32, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 164.1742706299s, input_fired_time: 1.7628053427, output_fired_time: 1.6166005135, propagate_forward_time: 62.2801933289, propagate_backward_time: 95.0745544434, weight_update_time: 0.1610216051, other_time: 3.4401092529
epoch time: 13.3698425293s, input_fired_time: 0.2245453149, output_fired_time: 0.0000000000, propagate_forward_time: 12.5231094360, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6221876144
validation[          , genome  6906] predictions:    9715/  10000 (97.15%), best:    9744/10000 (97.44%), error:       893.23749, best error:       832.55231 on epoch:    32, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 166.6665649414s, input_fired_time: 1.7888902426, output_fired_time: 1.6324865818, propagate_forward_time: 63.1218414307, propagate_backward_time: 96.5922241211, weight_update_time: 0.1634950787, other_time: 3.5311126709
epoch time: 12.7482948303s, input_fired_time: 0.2179496884, output_fired_time: 0.0000000000, propagate_forward_time: 11.9230480194, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6072969437
validation[          , genome  6906] predictions:    9757/  10000 (97.57%), best:    9757/10000 (97.57%), error:       802.26611, best error:       802.26611 on epoch:    67, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 164.8106384277s, input_fired_time: 1.7675135136, output_fired_time: 1.6306577921, propagate_forward_time: 62.3510551453, propagate_backward_time: 95.5807342529, weight_update_time: 0.1618280560, other_time: 3.4806671143
epoch time: 13.4167776108s, input_fired_time: 0.2281257361, output_fired_time: 0.0000000000, propagate_forward_time: 12.5599813461, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6286706924
validation[          , genome  6906] predictions:    9731/  10000 (97.31%), best:    9757/10000 (97.57%), error:       857.56335, best error:       802.26611 on epoch:    67, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 166.0461883545s, input_fired_time: 1.7613173723, output_fired_time: 1.6440378428, propagate_forward_time: 62.9806976318, propagate_backward_time: 96.1974182129, weight_update_time: 0.1674846411, other_time: 3.4627075195
epoch time: 13.5601148605s, input_fired_time: 0.2259497046, output_fired_time: 0.0000000000, propagate_forward_time: 12.7059431076, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6282224655
validation[          , genome  6906] predictions:    9701/  10000 (97.01%), best:    9757/10000 (97.57%), error:       944.14172, best error:       802.26611 on epoch:    67, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 165.8016815186s, input_fired_time: 1.7676464319, output_fired_time: 1.6514624357, propagate_forward_time: 62.8977584839, propagate_backward_time: 96.0344543457, weight_update_time: 0.1622621566, other_time: 3.4503707886
epoch time: 13.3490943909s, input_fired_time: 0.2242405564, output_fired_time: 0.0000000000, propagate_forward_time: 12.5091505051, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6157035828
validation[          , genome  6906] predictions:    9732/  10000 (97.32%), best:    9757/10000 (97.57%), error:       857.05432, best error:       802.26611 on epoch:    67, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 166.2270202637s, input_fired_time: 1.8615591526, output_fired_time: 1.6195358038, propagate_forward_time: 63.2716407776, propagate_backward_time: 96.0570144653, weight_update_time: 0.1617839783, other_time: 3.4172744751
epoch time: 14.8959989548s, input_fired_time: 0.2343167961, output_fired_time: 0.0000000000, propagate_forward_time: 13.9451684952, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7165136337
validation[          , genome  6906] predictions:    9726/  10000 (97.26%), best:    9757/10000 (97.57%), error:       873.90857, best error:       802.26611 on epoch:    67, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 163.7040252686s, input_fired_time: 1.7543613911, output_fired_time: 1.6233065128, propagate_forward_time: 62.1511497498, propagate_backward_time: 94.7796783447, weight_update_time: 0.1620747894, other_time: 3.3955230713
epoch time: 13.4283552170s, input_fired_time: 0.2257423550, output_fired_time: 0.0000000000, propagate_forward_time: 12.5770502090, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6255626678
validation[          , genome  6906] predictions:    9734/  10000 (97.34%), best:    9757/10000 (97.57%), error:       869.24939, best error:       802.26611 on epoch:    67, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 165.1336822510s, input_fired_time: 1.7834810019, output_fired_time: 1.6432193518, propagate_forward_time: 62.7084236145, propagate_backward_time: 95.5516204834, weight_update_time: 0.1609340757, other_time: 3.4469451904
epoch time: 14.3012456894s, input_fired_time: 0.2946611643, output_fired_time: 0.0000000000, propagate_forward_time: 13.3393650055, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6672191620
validation[          , genome  6906] predictions:    9731/  10000 (97.31%), best:    9757/10000 (97.57%), error:       909.53088, best error:       802.26611 on epoch:    67, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 166.1534423828s, input_fired_time: 1.7826930285, output_fired_time: 1.6178128719, propagate_forward_time: 62.8161506653, propagate_backward_time: 96.4728012085, weight_update_time: 0.1650172472, other_time: 3.4639816284
epoch time: 13.7378721237s, input_fired_time: 0.2326430529, output_fired_time: 0.0000000000, propagate_forward_time: 12.8605880737, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6446409225
validation[          , genome  6906] predictions:    9750/  10000 (97.50%), best:    9757/10000 (97.57%), error:       818.73309, best error:       802.26611 on epoch:    67, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 165.4100952148s, input_fired_time: 1.8199132681, output_fired_time: 1.6627044678, propagate_forward_time: 62.7167205811, propagate_backward_time: 95.7637481689, weight_update_time: 0.1753755659, other_time: 3.4470062256
epoch time: 13.7043495178s, input_fired_time: 0.2286633104, output_fired_time: 0.0000000000, propagate_forward_time: 12.8098764420, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6658096313
validation[          , genome  6906] predictions:    9714/  10000 (97.14%), best:    9757/10000 (97.57%), error:       891.52081, best error:       802.26611 on epoch:    67, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 166.1596069336s, input_fired_time: 1.7922974825, output_fired_time: 1.6310169697, propagate_forward_time: 63.1639328003, propagate_backward_time: 96.1008148193, weight_update_time: 0.1661529690, other_time: 3.4715499878
epoch time: 13.1608371735s, input_fired_time: 0.2245329320, output_fired_time: 0.0000000000, propagate_forward_time: 12.3179149628, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6183891296
validation[          , genome  6906] predictions:    9730/  10000 (97.30%), best:    9757/10000 (97.57%), error:       887.56598, best error:       802.26611 on epoch:    67, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 165.6738281250s, input_fired_time: 1.7706847191, output_fired_time: 1.6695579290, propagate_forward_time: 62.8179054260, propagate_backward_time: 95.9634857178, weight_update_time: 0.1664391607, other_time: 3.4521942139
epoch time: 13.5386905670s, input_fired_time: 0.2313011140, output_fired_time: 0.0000000000, propagate_forward_time: 12.6777515411, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6296377182
validation[          , genome  6906] predictions:    9722/  10000 (97.22%), best:    9757/10000 (97.57%), error:       883.02911, best error:       802.26611 on epoch:    67, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 167.4743957520s, input_fired_time: 1.7930563688, output_fired_time: 1.6452558041, propagate_forward_time: 63.5477027893, propagate_backward_time: 96.9569702148, weight_update_time: 0.1896807998, other_time: 3.5314178467
epoch time: 13.5141153336s, input_fired_time: 0.2304998636, output_fired_time: 0.0000000000, propagate_forward_time: 12.6485643387, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6350507736
validation[          , genome  6906] predictions:    9762/  10000 (97.62%), best:    9757/10000 (97.57%), error:       814.45026, best error:       802.26611 on epoch:    67, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 165.5607452393s, input_fired_time: 1.7789983749, output_fired_time: 1.6264121532, propagate_forward_time: 62.8949356079, propagate_backward_time: 95.8426818848, weight_update_time: 0.1616217047, other_time: 3.4177169800
epoch time: 13.5762138367s, input_fired_time: 0.2306831479, output_fired_time: 0.0000000000, propagate_forward_time: 12.6916742325, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6538562775
validation[          , genome  6906] predictions:    9737/  10000 (97.37%), best:    9757/10000 (97.57%), error:       886.39490, best error:       802.26611 on epoch:    67, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 166.0084381104s, input_fired_time: 1.8127248287, output_fired_time: 1.6268028021, propagate_forward_time: 62.9823493958, propagate_backward_time: 96.1068115234, weight_update_time: 0.1616768837, other_time: 3.4797515869
epoch time: 13.6293992996s, input_fired_time: 0.2309381366, output_fired_time: 0.0000000000, propagate_forward_time: 12.7647686005, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6336927414
validation[          , genome  6906] predictions:    9752/  10000 (97.52%), best:    9757/10000 (97.57%), error:       841.83783, best error:       802.26611 on epoch:    67, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 166.2613067627s, input_fired_time: 1.7796828747, output_fired_time: 1.6399346590, propagate_forward_time: 63.1365737915, propagate_backward_time: 96.2681503296, weight_update_time: 0.1627362669, other_time: 3.4369659424
epoch time: 13.4546985626s, input_fired_time: 0.2299320549, output_fired_time: 0.0000000000, propagate_forward_time: 12.5669765472, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6577901840
validation[          , genome  6906] predictions:    9717/  10000 (97.17%), best:    9757/10000 (97.57%), error:       840.37244, best error:       802.26611 on epoch:    67, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 164.9884490967s, input_fired_time: 1.7761417627, output_fired_time: 1.6291172504, propagate_forward_time: 62.5788002014, propagate_backward_time: 95.5509948730, weight_update_time: 0.1609114558, other_time: 3.4533996582
epoch time: 13.1669616699s, input_fired_time: 0.2287672609, output_fired_time: 0.0000000000, propagate_forward_time: 12.3253364563, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6128578186
validation[          , genome  6906] predictions:    9736/  10000 (97.36%), best:    9757/10000 (97.57%), error:       844.39374, best error:       802.26611 on epoch:    67, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 166.4934082031s, input_fired_time: 1.8131867647, output_fired_time: 1.6721171141, propagate_forward_time: 63.0449790955, propagate_backward_time: 96.4657669067, weight_update_time: 0.1631065309, other_time: 3.4973526001
epoch time: 13.2841978073s, input_fired_time: 0.2269763052, output_fired_time: 0.0000000000, propagate_forward_time: 12.4381933212, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6190280914
validation[          , genome  6906] predictions:    9728/  10000 (97.28%), best:    9757/10000 (97.57%), error:       890.96527, best error:       802.26611 on epoch:    67, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 167.2498779297s, input_fired_time: 1.8481149673, output_fired_time: 1.6703863144, propagate_forward_time: 63.4629745483, propagate_backward_time: 96.7716674805, weight_update_time: 0.1634669602, other_time: 3.4967422485
epoch time: 12.9612302780s, input_fired_time: 0.2215823680, output_fired_time: 0.0000000000, propagate_forward_time: 12.1200428009, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6196050644
validation[          , genome  6906] predictions:    9707/  10000 (97.07%), best:    9757/10000 (97.57%), error:       961.78583, best error:       802.26611 on epoch:    67, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 166.1552581787s, input_fired_time: 1.8327869177, output_fired_time: 1.6184377670, propagate_forward_time: 63.0132980347, propagate_backward_time: 96.2263870239, weight_update_time: 0.1627962142, other_time: 3.4643402100
epoch time: 13.2344646454s, input_fired_time: 0.2260408998, output_fired_time: 0.0000000000, propagate_forward_time: 12.3804817200, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6279420853
validation[          , genome  6906] predictions:    9715/  10000 (97.15%), best:    9757/10000 (97.57%), error:       882.94635, best error:       802.26611 on epoch:    67, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 165.8804473877s, input_fired_time: 1.7871619463, output_fired_time: 1.6391606331, propagate_forward_time: 63.0306510925, propagate_backward_time: 95.9970092773, weight_update_time: 0.1615679264, other_time: 3.4264678955
epoch time: 13.6843128204s, input_fired_time: 0.2292162180, output_fired_time: 0.0000000000, propagate_forward_time: 12.7983274460, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6567687988
validation[          , genome  6906] predictions:    9716/  10000 (97.16%), best:    9757/10000 (97.57%), error:       897.79669, best error:       802.26611 on epoch:    67, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 165.4173278809s, input_fired_time: 1.7882763147, output_fired_time: 1.6220140457, propagate_forward_time: 62.8220939636, propagate_backward_time: 95.7486114502, weight_update_time: 0.1741212755, other_time: 3.4363403320
epoch time: 13.6195249557s, input_fired_time: 0.2297989130, output_fired_time: 0.0000000000, propagate_forward_time: 12.7571258545, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6325998306
validation[          , genome  6906] predictions:    9750/  10000 (97.50%), best:    9757/10000 (97.57%), error:       858.20923, best error:       802.26611 on epoch:    67, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 167.0146636963s, input_fired_time: 1.8023463488, output_fired_time: 1.6471418142, propagate_forward_time: 63.2624511719, propagate_backward_time: 96.8300094604, weight_update_time: 0.1614342928, other_time: 3.4727096558
epoch time: 13.4989471436s, input_fired_time: 0.2300456911, output_fired_time: 0.0000000000, propagate_forward_time: 12.6371726990, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6317291260
validation[          , genome  6906] predictions:    9739/  10000 (97.39%), best:    9757/10000 (97.57%), error:       842.32294, best error:       802.26611 on epoch:    67, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 165.2902069092s, input_fired_time: 1.7887665033, output_fired_time: 1.6412267685, propagate_forward_time: 62.8580703735, propagate_backward_time: 95.5276107788, weight_update_time: 0.1647895128, other_time: 3.4745330811
epoch time: 13.4911832809s, input_fired_time: 0.2316482812, output_fired_time: 0.0000000000, propagate_forward_time: 12.6278257370, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6317090988
validation[          , genome  6906] predictions:    9724/  10000 (97.24%), best:    9757/10000 (97.57%), error:       900.96960, best error:       802.26611 on epoch:    67, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 167.0929260254s, input_fired_time: 1.7894917727, output_fired_time: 1.6780807972, propagate_forward_time: 63.3835182190, propagate_backward_time: 96.7437744141, weight_update_time: 0.1618812531, other_time: 3.4980621338
epoch time: 13.4190187454s, input_fired_time: 0.2302192301, output_fired_time: 0.0000000000, propagate_forward_time: 12.5571374893, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6316623688
validation[          , genome  6906] predictions:    9737/  10000 (97.37%), best:    9757/10000 (97.57%), error:       849.62701, best error:       802.26611 on epoch:    67, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 165.9567565918s, input_fired_time: 1.7862462997, output_fired_time: 1.6280277967, propagate_forward_time: 63.1162147522, propagate_backward_time: 95.9743804932, weight_update_time: 0.1613518298, other_time: 3.4519042969
epoch time: 13.3931169510s, input_fired_time: 0.2288506627, output_fired_time: 0.0000000000, propagate_forward_time: 12.5327625275, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6315040588
validation[          , genome  6906] predictions:    9734/  10000 (97.34%), best:    9757/10000 (97.57%), error:       866.58527, best error:       802.26611 on epoch:    67, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 165.7834472656s, input_fired_time: 1.7900695801, output_fired_time: 1.6234195232, propagate_forward_time: 62.9784774780, propagate_backward_time: 95.9132919312, weight_update_time: 0.1781524867, other_time: 3.4781951904
epoch time: 13.6708049774s, input_fired_time: 0.2292383164, output_fired_time: 0.0000000000, propagate_forward_time: 12.8104515076, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6311149597
validation[          , genome  6906] predictions:    9725/  10000 (97.25%), best:    9757/10000 (97.57%), error:       907.68451, best error:       802.26611 on epoch:    67, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 165.7422332764s, input_fired_time: 1.8238050938, output_fired_time: 1.6441752911, propagate_forward_time: 62.8619689941, propagate_backward_time: 95.9738388062, weight_update_time: 0.1652947366, other_time: 3.4384384155
epoch time: 13.3796443939s, input_fired_time: 0.2312724441, output_fired_time: 0.0000000000, propagate_forward_time: 12.5151987076, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6331729889
validation[          , genome  6906] predictions:    9743/  10000 (97.43%), best:    9757/10000 (97.57%), error:       820.44983, best error:       802.26611 on epoch:    67, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 165.2691955566s, input_fired_time: 1.7868828773, output_fired_time: 1.6717873812, propagate_forward_time: 62.6845512390, propagate_backward_time: 95.6905364990, weight_update_time: 0.1612960249, other_time: 3.4354400635
epoch time: 13.6193904877s, input_fired_time: 0.2284303010, output_fired_time: 0.0000000000, propagate_forward_time: 12.7617397308, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6292200089
validation[          , genome  6906] predictions:    9739/  10000 (97.39%), best:    9757/10000 (97.57%), error:       866.01263, best error:       802.26611 on epoch:    67, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 166.1808776855s, input_fired_time: 1.8116383553, output_fired_time: 1.6407194138, propagate_forward_time: 63.0414390564, propagate_backward_time: 96.1893844604, weight_update_time: 0.1615560949, other_time: 3.4976882935
epoch time: 13.4275503159s, input_fired_time: 0.2301639318, output_fired_time: 0.0000000000, propagate_forward_time: 12.5681295395, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6292572021
validation[          , genome  6906] predictions:    9718/  10000 (97.18%), best:    9757/10000 (97.57%), error:       916.91919, best error:       802.26611 on epoch:    67, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 163.9789123535s, input_fired_time: 1.7775499821, output_fired_time: 1.6159877777, propagate_forward_time: 62.1750831604, propagate_backward_time: 94.9682846069, weight_update_time: 0.1605956554, other_time: 3.4420089722
epoch time: 14.2136297226s, input_fired_time: 0.2307031155, output_fired_time: 0.0000000000, propagate_forward_time: 13.3173780441, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6655483246
validation[          , genome  6906] predictions:    9748/  10000 (97.48%), best:    9757/10000 (97.57%), error:       836.93634, best error:       802.26611 on epoch:    67, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 165.3991241455s, input_fired_time: 1.8203743696, output_fired_time: 1.6629852057, propagate_forward_time: 62.6352005005, propagate_backward_time: 95.8250274658, weight_update_time: 0.1625346094, other_time: 3.4555435181
epoch time: 13.4225635529s, input_fired_time: 0.2349276096, output_fired_time: 0.0000000000, propagate_forward_time: 12.5390787125, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6485576630
validation[          , genome  6906] predictions:    9734/  10000 (97.34%), best:    9757/10000 (97.57%), error:       876.96729, best error:       802.26611 on epoch:    67, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 165.8828125000s, input_fired_time: 1.8002979755, output_fired_time: 1.6268746853, propagate_forward_time: 62.8134384155, propagate_backward_time: 96.2158355713, weight_update_time: 0.1669379473, other_time: 3.4263687134
epoch time: 13.5557737350s, input_fired_time: 0.2286801636, output_fired_time: 0.0000000000, propagate_forward_time: 12.6889705658, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6381225586
validation[          , genome  6906] predictions:    9707/  10000 (97.07%), best:    9757/10000 (97.57%), error:       919.24103, best error:       802.26611 on epoch:    67, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 165.1726837158s, input_fired_time: 1.7905435562, output_fired_time: 1.6512371302, propagate_forward_time: 62.5840988159, propagate_backward_time: 95.7063674927, weight_update_time: 0.1621479988, other_time: 3.4404449463
epoch time: 13.2513113022s, input_fired_time: 0.2333613932, output_fired_time: 0.0000000000, propagate_forward_time: 12.3860282898, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6319217682
validation[          , genome  6906] predictions:    9729/  10000 (97.29%), best:    9757/10000 (97.57%), error:       849.75073, best error:       802.26611 on epoch:    67, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 164.5224761963s, input_fired_time: 1.7898617983, output_fired_time: 1.6352212429, propagate_forward_time: 62.4105987549, propagate_backward_time: 95.2263870239, weight_update_time: 0.1671887636, other_time: 3.4604110718
epoch time: 13.2863540649s, input_fired_time: 0.2294748127, output_fired_time: 0.0000000000, propagate_forward_time: 12.3944892883, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6623897552
validation[          , genome  6906] predictions:    9750/  10000 (97.50%), best:    9757/10000 (97.57%), error:       809.61328, best error:       802.26611 on epoch:    67, 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: 66.1775512695s, input_fired_time: 1.1304767132, output_fired_time: 0.0000000000, propagate_forward_time: 61.8239402771, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.2231330872
best training[          , genome  6906] predictions:   49526/  50000 (99.05%), best:    9757/10000 (97.57%), error:      1902.58875, best error:       802.26611 on epoch:    67, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
evaluating best weights on test data.
evaluting test set with running mean/variance:
epoch time: 13.4555530548s, input_fired_time: 0.2252774388, output_fired_time: 0.0000000000, propagate_forward_time: 12.5967617035, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6335134506
   testing[          , genome  6906] predictions:    9782/  10000 (97.82%), best:    9757/10000 (97.57%), error:       727.75629, best error:       802.26611 on epoch:    67, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
12:59:41 (13024): called boinc_finish(0)

</stderr_txt>
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