Nameexact_genome_1512568488_41_7118_0
Workunit2606830
Created7 Dec 2017, 23:55:19 UTC
Sent8 Dec 2017, 0:00:39 UTC
Report deadline15 Dec 2017, 6:41:19 UTC
Received8 Dec 2017, 11:10:52 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID65413
Run time2 hours 57 min 24 sec
CPU time2 hours 57 min 22 sec
Validate stateValid
Credit1,819.56
Device peak FLOPS3.78 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size150.86 MB
Peak swap size152.55 MB
Peak disk usage1.19 MB

Stderr output

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

epoch time: 84.3990173340s, input_fired_time: 0.9365728498, output_fired_time: 0.5944606066, propagate_forward_time: 33.0000000000, propagate_backward_time: 47.7163047791, weight_update_time: 0.0958513767, other_time: 2.1516838074
epoch time: 9.7541513443s, input_fired_time: 0.1300924718, output_fired_time: 0.0000000000, propagate_forward_time: 9.1724863052, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4515724182
validation[          , genome  7118] predictions:    9700/  10000 (97.00%), best:    9700/10000 (97.00%), error:       957.87238, best error:       957.87238 on epoch:    14, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 100.7052154541s, input_fired_time: 1.0017544031, output_fired_time: 0.6890444160, propagate_forward_time: 39.6891670227, propagate_backward_time: 57.0088005066, weight_update_time: 0.1033939645, other_time: 2.3164520264
epoch time: 9.7971725464s, input_fired_time: 0.1270822436, output_fired_time: 0.0000000000, propagate_forward_time: 9.2121982574, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4578924179
validation[          , genome  7118] predictions:    9695/  10000 (96.95%), best:    9700/10000 (97.00%), error:      1010.47748, best error:       957.87238 on epoch:    14, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 99.2771682739s, input_fired_time: 0.9920528531, output_fired_time: 0.6814820766, propagate_forward_time: 39.0338706970, propagate_backward_time: 56.2692947388, weight_update_time: 0.1030856818, other_time: 2.3004722595
epoch time: 7.9436287880s, input_fired_time: 0.1077814624, output_fired_time: 0.0000000000, propagate_forward_time: 7.4529390335, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3829083443
validation[          , genome  7118] predictions:    9692/  10000 (96.92%), best:    9700/10000 (97.00%), error:       982.17511, best error:       957.87238 on epoch:    14, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 99.6226348877s, input_fired_time: 1.0032237768, output_fired_time: 0.6820349097, propagate_forward_time: 39.4363670349, propagate_backward_time: 56.1851234436, weight_update_time: 0.1028570235, other_time: 2.3158798218
epoch time: 8.1132450104s, input_fired_time: 0.1091345400, output_fired_time: 0.0000000000, propagate_forward_time: 7.6146807671, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3894295692
validation[          , genome  7118] predictions:    9696/  10000 (96.96%), best:    9700/10000 (97.00%), error:      1014.34821, best error:       957.87238 on epoch:    14, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 91.6865081787s, input_fired_time: 0.9598885179, output_fired_time: 0.6362379789, propagate_forward_time: 36.4636001587, propagate_backward_time: 51.4807968140, weight_update_time: 0.0965641662, other_time: 2.1459808350
epoch time: 7.5882630348s, input_fired_time: 0.1054550260, output_fired_time: 0.0000000000, propagate_forward_time: 7.1081719398, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3746361732
validation[          , genome  7118] predictions:    9676/  10000 (96.76%), best:    9700/10000 (97.00%), error:      1118.74756, best error:       957.87238 on epoch:    14, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 96.1734390259s, input_fired_time: 0.9875675440, output_fired_time: 0.6705448627, propagate_forward_time: 38.1989326477, propagate_backward_time: 54.1059417725, weight_update_time: 0.0994203687, other_time: 2.2104530334
epoch time: 9.9814281464s, input_fired_time: 0.1296011806, output_fired_time: 0.0000000000, propagate_forward_time: 9.3977727890, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4540538788
validation[          , genome  7118] predictions:    9651/  10000 (96.51%), best:    9700/10000 (97.00%), error:      1150.36389, best error:       957.87238 on epoch:    14, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 96.3844985962s, input_fired_time: 0.9941994548, output_fired_time: 0.6649833322, propagate_forward_time: 38.3852310181, propagate_backward_time: 54.0758972168, weight_update_time: 0.1022591591, other_time: 2.2641830444
epoch time: 8.2174110413s, input_fired_time: 0.1109830588, output_fired_time: 0.0000000000, propagate_forward_time: 7.7195029259, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3869252205
validation[          , genome  7118] predictions:    9691/  10000 (96.91%), best:    9700/10000 (97.00%), error:      1021.27094, best error:       957.87238 on epoch:    14, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 101.5333862305s, input_fired_time: 1.0287860632, output_fired_time: 0.6941855550, propagate_forward_time: 40.1148071289, propagate_backward_time: 57.2972259521, weight_update_time: 0.1080615520, other_time: 2.3983840942
epoch time: 7.9361038208s, input_fired_time: 0.1117454544, output_fired_time: 0.0000000000, propagate_forward_time: 7.4366064072, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3877520561
validation[          , genome  7118] predictions:    9695/  10000 (96.95%), best:    9700/10000 (97.00%), error:      1003.57898, best error:       957.87238 on epoch:    14, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 108.5176315308s, input_fired_time: 1.0634113550, output_fired_time: 0.7358404994, propagate_forward_time: 43.2704620361, propagate_backward_time: 61.0013923645, weight_update_time: 0.1121443957, other_time: 2.4465293884
epoch time: 7.5116014481s, input_fired_time: 0.1046228707, output_fired_time: 0.0000000000, propagate_forward_time: 7.0131874084, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3937911987
validation[          , genome  7118] predictions:    9716/  10000 (97.16%), best:    9716/10000 (97.16%), error:       951.26007, best error:       951.26007 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 93.7887802124s, input_fired_time: 0.9682691097, output_fired_time: 0.6526466608, propagate_forward_time: 36.3423767090, propagate_backward_time: 53.6504096985, weight_update_time: 0.0985862166, other_time: 2.1750755310
epoch time: 9.6061096191s, input_fired_time: 0.1303786784, output_fired_time: 0.0000000000, propagate_forward_time: 9.0285587311, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4471721649
validation[          , genome  7118] predictions:    9721/  10000 (97.21%), best:    9721/10000 (97.21%), error:       893.86230, best error:       893.86230 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 102.5909576416s, input_fired_time: 1.0370248556, output_fired_time: 0.7012386918, propagate_forward_time: 40.2682075500, propagate_backward_time: 58.1968765259, weight_update_time: 0.1091879383, other_time: 2.3876075745
epoch time: 8.6724309921s, input_fired_time: 0.1215509698, output_fired_time: 0.0000000000, propagate_forward_time: 8.1212577820, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4296226501
validation[          , genome  7118] predictions:    9694/  10000 (96.94%), best:    9721/10000 (97.21%), error:      1001.87811, best error:       893.86230 on epoch:    23, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 95.3291091919s, input_fired_time: 0.9993451834, output_fired_time: 0.6564106345, propagate_forward_time: 37.6931381226, propagate_backward_time: 53.7053833008, weight_update_time: 0.1039705202, other_time: 2.2748336792
epoch time: 6.8204035759s, input_fired_time: 0.1021761075, output_fired_time: 0.0000000000, propagate_forward_time: 6.3660340309, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3521933556
validation[          , genome  7118] predictions:    9695/  10000 (96.95%), best:    9721/10000 (97.21%), error:      1006.19568, best error:       893.86230 on epoch:    23, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 91.7595214844s, input_fired_time: 0.9628416300, output_fired_time: 0.6355878115, propagate_forward_time: 36.2199058533, propagate_backward_time: 51.7896652222, weight_update_time: 0.0974103510, other_time: 2.1515159607
epoch time: 7.1179633141s, input_fired_time: 0.1049977243, output_fired_time: 0.0000000000, propagate_forward_time: 6.6514863968, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3614792824
validation[          , genome  7118] predictions:    9682/  10000 (96.82%), best:    9721/10000 (97.21%), error:      1049.77039, best error:       893.86230 on epoch:    23, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 88.4069747925s, input_fired_time: 0.9522172809, output_fired_time: 0.6231656075, propagate_forward_time: 35.1936340332, propagate_backward_time: 49.5485038757, weight_update_time: 0.0952552184, other_time: 2.0894508362
epoch time: 8.5464296341s, input_fired_time: 0.1155643463, output_fired_time: 0.0000000000, propagate_forward_time: 8.0291614532, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4017038345
validation[          , genome  7118] predictions:    9675/  10000 (96.75%), best:    9721/10000 (97.21%), error:      1087.03381, best error:       893.86230 on epoch:    23, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 94.2316818237s, input_fired_time: 0.9663397074, output_fired_time: 0.6597630382, propagate_forward_time: 37.0957984924, propagate_backward_time: 53.4177131653, weight_update_time: 0.0958988369, other_time: 2.0920715332
epoch time: 7.6171627045s, input_fired_time: 0.1048375070, output_fired_time: 0.0000000000, propagate_forward_time: 7.1554102898, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3569149971
validation[          , genome  7118] predictions:    9692/  10000 (96.92%), best:    9721/10000 (97.21%), error:       992.40912, best error:       893.86230 on epoch:    23, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 103.1275405884s, input_fired_time: 1.0211844444, output_fired_time: 0.6958807111, propagate_forward_time: 40.9718933105, propagate_backward_time: 58.1992034912, weight_update_time: 0.1041533425, other_time: 2.2393798828
epoch time: 10.0703821182s, input_fired_time: 0.1288749129, output_fired_time: 0.0000000000, propagate_forward_time: 9.4887304306, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4527769089
validation[          , genome  7118] predictions:    9699/  10000 (96.99%), best:    9721/10000 (97.21%), error:       959.29602, best error:       893.86230 on epoch:    23, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 100.3169326782s, input_fired_time: 1.0035682917, output_fired_time: 0.7030700445, propagate_forward_time: 39.5769386292, propagate_backward_time: 56.8845558167, weight_update_time: 0.1004123241, other_time: 2.1487960815
epoch time: 7.8832054138s, input_fired_time: 0.1063150764, output_fired_time: 0.0000000000, propagate_forward_time: 7.4062013626, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3706889153
validation[          , genome  7118] predictions:    9719/  10000 (97.19%), best:    9721/10000 (97.21%), error:       990.46082, best error:       893.86230 on epoch:    23, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 92.8243865967s, input_fired_time: 0.9785742760, output_fired_time: 0.6446026564, propagate_forward_time: 36.4776153564, propagate_backward_time: 52.5816268921, weight_update_time: 0.1003473401, other_time: 2.1419677734
epoch time: 6.8892579079s, input_fired_time: 0.0996461287, output_fired_time: 0.0000000000, propagate_forward_time: 6.4320073128, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3576045036
validation[          , genome  7118] predictions:    9728/  10000 (97.28%), best:    9728/10000 (97.28%), error:       892.64264, best error:       892.64264 on epoch:    31, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 95.5122909546s, input_fired_time: 0.9888875484, output_fired_time: 0.6591746211, propagate_forward_time: 37.7271156311, propagate_backward_time: 53.9311714172, weight_update_time: 0.1025068089, other_time: 2.2059478760
epoch time: 7.5096650124s, input_fired_time: 0.1037384719, output_fired_time: 0.0000000000, propagate_forward_time: 7.0424933434, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3634333611
validation[          , genome  7118] predictions:    9713/  10000 (97.13%), best:    9713/10000 (97.13%), error:       892.26361, best error:       892.26361 on epoch:    32, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 106.2752609253s, input_fired_time: 1.0430753231, output_fired_time: 0.7112636566, propagate_forward_time: 42.0628471375, propagate_backward_time: 60.1332206726, weight_update_time: 0.1101519093, other_time: 2.3248519897
epoch time: 9.4380369186s, input_fired_time: 0.1251059324, output_fired_time: 0.0000000000, propagate_forward_time: 8.8821096420, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4308214188
validation[          , genome  7118] predictions:    9701/  10000 (97.01%), best:    9713/10000 (97.13%), error:       957.75385, best error:       892.26361 on epoch:    32, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 98.4844741821s, input_fired_time: 0.9841179848, output_fired_time: 0.6730080843, propagate_forward_time: 38.9827384949, propagate_backward_time: 55.7033195496, weight_update_time: 0.0999585763, other_time: 2.1412887573
epoch time: 7.3981523514s, input_fired_time: 0.1012526527, output_fired_time: 0.0000000000, propagate_forward_time: 6.9396944046, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3572053909
validation[          , genome  7118] predictions:    9697/  10000 (96.97%), best:    9713/10000 (97.13%), error:       974.07727, best error:       892.26361 on epoch:    32, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 97.5085144043s, input_fired_time: 0.9991742969, output_fired_time: 0.6641804576, propagate_forward_time: 38.7413291931, propagate_backward_time: 54.8811035156, weight_update_time: 0.1028206199, other_time: 2.2227287292
epoch time: 6.9010877609s, input_fired_time: 0.1005377397, output_fired_time: 0.0000000000, propagate_forward_time: 6.4558682442, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3446817398
validation[          , genome  7118] predictions:    9697/  10000 (96.97%), best:    9713/10000 (97.13%), error:       970.01312, best error:       892.26361 on epoch:    32, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 97.3825912476s, input_fired_time: 0.9995421171, output_fired_time: 0.6657180190, propagate_forward_time: 38.5913085938, propagate_backward_time: 54.9252052307, weight_update_time: 0.1028720215, other_time: 2.2008171082
epoch time: 10.0662260056s, input_fired_time: 0.1343735904, output_fired_time: 0.0000000000, propagate_forward_time: 9.4762220383, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4556303024
validation[          , genome  7118] predictions:    9718/  10000 (97.18%), best:    9713/10000 (97.13%), error:       985.89526, best error:       892.26361 on epoch:    32, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 92.6849517822s, input_fired_time: 0.9830906987, output_fired_time: 0.6424407959, propagate_forward_time: 36.4679527283, propagate_backward_time: 52.4388847351, weight_update_time: 0.1011407226, other_time: 2.1525802612
epoch time: 7.0361943245s, input_fired_time: 0.1022636667, output_fired_time: 0.0000000000, propagate_forward_time: 6.5818285942, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3521022797
validation[          , genome  7118] predictions:    9685/  10000 (96.85%), best:    9713/10000 (97.13%), error:      1007.68304, best error:       892.26361 on epoch:    32, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 94.4183120728s, input_fired_time: 0.9924403429, output_fired_time: 0.6569114327, propagate_forward_time: 37.0786705017, propagate_backward_time: 53.5114059448, weight_update_time: 0.1018654704, other_time: 2.1788825989
epoch time: 7.2134828568s, input_fired_time: 0.1055527031, output_fired_time: 0.0000000000, propagate_forward_time: 6.7460289001, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3619012833
validation[          , genome  7118] predictions:    9704/  10000 (97.04%), best:    9713/10000 (97.13%), error:       935.67834, best error:       892.26361 on epoch:    32, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 96.6004638672s, input_fired_time: 1.0142289400, output_fired_time: 0.6677134037, propagate_forward_time: 38.3123130798, propagate_backward_time: 54.3717880249, weight_update_time: 0.1040235162, other_time: 2.2344169617
epoch time: 6.7581167221s, input_fired_time: 0.1001219675, output_fired_time: 0.0000000000, propagate_forward_time: 6.3131823540, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3448123932
validation[          , genome  7118] predictions:    9678/  10000 (96.78%), best:    9713/10000 (97.13%), error:      1033.65320, best error:       892.26361 on epoch:    32, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 85.0520401001s, input_fired_time: 0.9529662728, output_fired_time: 0.5940314531, propagate_forward_time: 33.7446060181, propagate_backward_time: 47.6556091309, weight_update_time: 0.0968459845, other_time: 2.1048278809
epoch time: 7.7188587189s, input_fired_time: 0.1099867523, output_fired_time: 0.0000000000, propagate_forward_time: 7.2194046974, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3894672394
validation[          , genome  7118] predictions:    9723/  10000 (97.23%), best:    9713/10000 (97.13%), error:       934.57019, best error:       892.26361 on epoch:    32, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 94.3563156128s, input_fired_time: 1.0126694441, output_fired_time: 0.6515688896, propagate_forward_time: 37.4633064270, propagate_backward_time: 52.9738349915, weight_update_time: 0.1026640907, other_time: 2.2549362183
epoch time: 9.3906784058s, input_fired_time: 0.1296396852, output_fired_time: 0.0000000000, propagate_forward_time: 8.8233203888, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4377183914
validation[          , genome  7118] predictions:    9733/  10000 (97.33%), best:    9713/10000 (97.13%), error:       896.14832, best error:       892.26361 on epoch:    32, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 97.4236907959s, input_fired_time: 1.0213807821, output_fired_time: 0.6684383750, propagate_forward_time: 38.3759918213, propagate_backward_time: 55.0940704346, weight_update_time: 0.1042840332, other_time: 2.2638092041
epoch time: 10.0752115250s, input_fired_time: 0.1370050162, output_fired_time: 0.0000000000, propagate_forward_time: 9.4770994186, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4611072540
validation[          , genome  7118] predictions:    9735/  10000 (97.35%), best:    9713/10000 (97.13%), error:       902.33173, best error:       892.26361 on epoch:    32, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 90.7011260986s, input_fired_time: 0.9867498279, output_fired_time: 0.6294181347, propagate_forward_time: 35.6581344604, propagate_backward_time: 51.2544517517, weight_update_time: 0.0998585373, other_time: 2.1723747253
epoch time: 9.2008657455s, input_fired_time: 0.1261353940, output_fired_time: 0.0000000000, propagate_forward_time: 8.6387844086, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4359455109
validation[          , genome  7118] predictions:    9610/  10000 (96.10%), best:    9713/10000 (97.13%), error:      1258.73840, best error:       892.26361 on epoch:    32, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 95.9854354858s, input_fired_time: 1.0053850412, output_fired_time: 0.6591925025, propagate_forward_time: 37.6718063354, propagate_backward_time: 54.4414367676, weight_update_time: 0.1029871926, other_time: 2.2076110840
epoch time: 10.0765514374s, input_fired_time: 0.1317290813, output_fired_time: 0.0000000000, propagate_forward_time: 9.4918785095, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4529438019
validation[          , genome  7118] predictions:    9742/  10000 (97.42%), best:    9713/10000 (97.13%), error:       911.61511, best error:       892.26361 on epoch:    32, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 85.2554321289s, input_fired_time: 0.9520302415, output_fired_time: 0.6026464701, propagate_forward_time: 33.4035034180, propagate_backward_time: 48.2098350525, weight_update_time: 0.0956128761, other_time: 2.0874137878
epoch time: 6.9294028282s, input_fired_time: 0.1047826856, output_fired_time: 0.0000000000, propagate_forward_time: 6.4808502197, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3437700272
validation[          , genome  7118] predictions:    9714/  10000 (97.14%), best:    9713/10000 (97.13%), error:       955.82727, best error:       892.26361 on epoch:    32, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 89.4763946533s, input_fired_time: 0.9880177379, output_fired_time: 0.6277523041, propagate_forward_time: 35.4840278625, propagate_backward_time: 50.2400894165, weight_update_time: 0.0988330767, other_time: 2.1365089417
epoch time: 9.6238861084s, input_fired_time: 0.1305314600, output_fired_time: 0.0000000000, propagate_forward_time: 9.0529985428, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4403562546
validation[          , genome  7118] predictions:    9714/  10000 (97.14%), best:    9713/10000 (97.13%), error:       952.03125, best error:       892.26361 on epoch:    32, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 105.8894500732s, input_fired_time: 1.0679963827, output_fired_time: 0.7199087143, propagate_forward_time: 41.9170684814, propagate_backward_time: 59.8695068359, weight_update_time: 0.1088194400, other_time: 2.3149719238
epoch time: 7.4888706207s, input_fired_time: 0.1055788696, output_fired_time: 0.0000000000, propagate_forward_time: 7.0285911560, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3547005653
validation[          , genome  7118] predictions:    9719/  10000 (97.19%), best:    9713/10000 (97.13%), error:       917.24133, best error:       892.26361 on epoch:    32, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 95.5580368042s, input_fired_time: 1.0040901899, output_fired_time: 0.6657482982, propagate_forward_time: 37.6453094482, propagate_backward_time: 54.1041412354, weight_update_time: 0.0999604762, other_time: 2.1387481689
epoch time: 8.1828594208s, input_fired_time: 0.1141842678, output_fired_time: 0.0000000000, propagate_forward_time: 7.6723194122, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3963556290
validation[          , genome  7118] predictions:    9747/  10000 (97.47%), best:    9747/10000 (97.47%), error:       824.75720, best error:       824.75720 on epoch:    48, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 112.6138534546s, input_fired_time: 1.1091264486, output_fired_time: 0.7494820356, propagate_forward_time: 44.8162307739, propagate_backward_time: 63.5202140808, weight_update_time: 0.1152618229, other_time: 2.4188041687
epoch time: 7.7614874840s, input_fired_time: 0.1121297181, output_fired_time: 0.0000000000, propagate_forward_time: 7.2696166039, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3797411919
validation[          , genome  7118] predictions:    9745/  10000 (97.45%), best:    9747/10000 (97.47%), error:       847.52246, best error:       824.75720 on epoch:    48, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 98.3086090088s, input_fired_time: 1.0203368664, output_fired_time: 0.6697124243, propagate_forward_time: 38.8123664856, propagate_backward_time: 55.6025733948, weight_update_time: 0.1023140103, other_time: 2.2036132812
epoch time: 7.9190387726s, input_fired_time: 0.1112303287, output_fired_time: 0.0000000000, propagate_forward_time: 7.4191174507, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3886909485
validation[          , genome  7118] predictions:    9771/  10000 (97.71%), best:    9771/10000 (97.71%), error:       809.36023, best error:       809.36023 on epoch:    50, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 93.2321701050s, input_fired_time: 0.9900354743, output_fired_time: 0.6555324793, propagate_forward_time: 37.2648010254, propagate_backward_time: 52.2666358948, weight_update_time: 0.0947706923, other_time: 2.0551643372
epoch time: 7.1907253265s, input_fired_time: 0.1088985279, output_fired_time: 0.0000000000, propagate_forward_time: 6.7297587395, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3520679474
validation[          , genome  7118] predictions:    9722/  10000 (97.22%), best:    9771/10000 (97.71%), error:       957.72913, best error:       809.36023 on epoch:    50, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 90.0617218018s, input_fired_time: 0.9892325997, output_fired_time: 0.6359769106, propagate_forward_time: 35.3234367371, propagate_backward_time: 50.9997062683, weight_update_time: 0.0985923558, other_time: 2.1133651733
epoch time: 8.2003164291s, input_fired_time: 0.1190012395, output_fired_time: 0.0000000000, propagate_forward_time: 7.6888394356, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3924756050
validation[          , genome  7118] predictions:    9751/  10000 (97.51%), best:    9771/10000 (97.71%), error:       872.99518, best error:       809.36023 on epoch:    50, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 92.6938629150s, input_fired_time: 1.0018224716, output_fired_time: 0.6477272511, propagate_forward_time: 36.5012092590, propagate_backward_time: 52.4114723206, weight_update_time: 0.0993844718, other_time: 2.1316299438
epoch time: 7.6089329720s, input_fired_time: 0.1067031175, output_fired_time: 0.0000000000, propagate_forward_time: 7.1398839951, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3623456955
validation[          , genome  7118] predictions:    9719/  10000 (97.19%), best:    9771/10000 (97.71%), error:       912.74268, best error:       809.36023 on epoch:    50, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 101.1401214600s, input_fired_time: 1.0334008932, output_fired_time: 0.6920151711, propagate_forward_time: 40.0458030701, propagate_backward_time: 57.1393356323, weight_update_time: 0.1032703966, other_time: 2.2295646667
epoch time: 8.8345050812s, input_fired_time: 0.1217392236, output_fired_time: 0.0000000000, propagate_forward_time: 8.3044719696, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4082937241
validation[          , genome  7118] predictions:    9738/  10000 (97.38%), best:    9771/10000 (97.71%), error:       846.44092, best error:       809.36023 on epoch:    50, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 98.5130691528s, input_fired_time: 1.0191431046, output_fired_time: 0.6733944416, propagate_forward_time: 38.9565696716, propagate_backward_time: 55.6902809143, weight_update_time: 0.1003799364, other_time: 2.1736831665
epoch time: 7.9408583641s, input_fired_time: 0.1116430983, output_fired_time: 0.0000000000, propagate_forward_time: 7.4587054253, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3705096245
validation[          , genome  7118] predictions:    9726/  10000 (97.26%), best:    9771/10000 (97.71%), error:       883.23816, best error:       809.36023 on epoch:    50, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 107.7734680176s, input_fired_time: 1.0764725208, output_fired_time: 0.7197628617, propagate_forward_time: 42.9560890198, propagate_backward_time: 60.6749572754, weight_update_time: 0.1097874418, other_time: 2.3461875916
epoch time: 8.5868015289s, input_fired_time: 0.1171473041, output_fired_time: 0.0000000000, propagate_forward_time: 8.0660829544, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4035711288
validation[          , genome  7118] predictions:    9730/  10000 (97.30%), best:    9771/10000 (97.71%), error:       909.25854, best error:       809.36023 on epoch:    50, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 96.8808288574s, input_fired_time: 1.0192742348, output_fired_time: 0.6690622568, propagate_forward_time: 38.3040885925, propagate_backward_time: 54.7126502991, weight_update_time: 0.1003909260, other_time: 2.1757583618
epoch time: 8.5070610046s, input_fired_time: 0.1216931865, output_fired_time: 0.0000000000, propagate_forward_time: 7.9803047180, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4050626755
validation[          , genome  7118] predictions:    9615/  10000 (96.15%), best:    9771/10000 (97.71%), error:      1195.52209, best error:       809.36023 on epoch:    50, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 90.4726486206s, input_fired_time: 0.9690713286, output_fired_time: 0.6307781339, propagate_forward_time: 35.5749206543, propagate_backward_time: 51.2704772949, weight_update_time: 0.0935797915, other_time: 2.0274047852
epoch time: 7.7224330902s, input_fired_time: 0.1102416739, output_fired_time: 0.0000000000, propagate_forward_time: 7.2462868690, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3659043312
validation[          , genome  7118] predictions:    9729/  10000 (97.29%), best:    9771/10000 (97.71%), error:       873.05939, best error:       809.36023 on epoch:    50, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 90.9043579102s, input_fired_time: 0.9731526375, output_fired_time: 0.6372215748, propagate_forward_time: 36.1027069092, propagate_backward_time: 51.1745605469, weight_update_time: 0.0928159803, other_time: 2.0167160034
epoch time: 7.6960573196s, input_fired_time: 0.1086051315, output_fired_time: 0.0000000000, propagate_forward_time: 7.2240891457, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3633632660
validation[          , genome  7118] predictions:    9759/  10000 (97.59%), best:    9771/10000 (97.71%), error:       810.07745, best error:       809.36023 on epoch:    50, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 95.0691223145s, input_fired_time: 1.0070461035, output_fired_time: 0.6524978876, propagate_forward_time: 37.7349014282, propagate_backward_time: 53.5309906006, weight_update_time: 0.1002745405, other_time: 2.1436843872
epoch time: 7.0734972954s, input_fired_time: 0.1066710651, output_fired_time: 0.0000000000, propagate_forward_time: 6.6153678894, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3514585495
validation[          , genome  7118] predictions:    9733/  10000 (97.33%), best:    9771/10000 (97.71%), error:       886.37860, best error:       809.36023 on epoch:    50, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 90.5729522705s, input_fired_time: 0.9658446312, output_fired_time: 0.6306030750, propagate_forward_time: 35.4518585205, propagate_backward_time: 51.5042800903, weight_update_time: 0.0935640335, other_time: 2.0203704834
epoch time: 7.6055183411s, input_fired_time: 0.1087691188, output_fired_time: 0.0000000000, propagate_forward_time: 7.1306705475, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3660788536
validation[          , genome  7118] predictions:    9742/  10000 (97.42%), best:    9771/10000 (97.71%), error:       876.06055, best error:       809.36023 on epoch:    50, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 93.2070312500s, input_fired_time: 0.9939901233, output_fired_time: 0.6407290697, propagate_forward_time: 36.7894134521, propagate_backward_time: 52.6706657410, weight_update_time: 0.0977454633, other_time: 2.1122322083
epoch time: 8.6796054840s, input_fired_time: 0.1246585697, output_fired_time: 0.0000000000, propagate_forward_time: 8.1422166824, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4127302170
validation[          , genome  7118] predictions:    9753/  10000 (97.53%), best:    9753/10000 (97.53%), error:       803.24225, best error:       803.24225 on epoch:    62, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 97.8171234131s, input_fired_time: 1.0272232294, output_fired_time: 0.6731508374, propagate_forward_time: 38.8976516724, propagate_backward_time: 55.0373573303, weight_update_time: 0.1001599282, other_time: 2.1817436218
epoch time: 8.5979146957s, input_fired_time: 0.1186861396, output_fired_time: 0.0000000000, propagate_forward_time: 8.0841865540, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3950424194
validation[          , genome  7118] predictions:    9739/  10000 (97.39%), best:    9753/10000 (97.53%), error:       839.15149, best error:       803.24225 on epoch:    62, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 94.7923278809s, input_fired_time: 1.0246933699, output_fired_time: 0.6517667174, propagate_forward_time: 37.5550270081, propagate_backward_time: 53.3468856812, weight_update_time: 0.1030312851, other_time: 2.2139549255
epoch time: 7.2164502144s, input_fired_time: 0.1107985675, output_fired_time: 0.0000000000, propagate_forward_time: 6.7430176735, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3626341820
validation[          , genome  7118] predictions:    9746/  10000 (97.46%), best:    9753/10000 (97.53%), error:       842.29431, best error:       803.24225 on epoch:    62, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 106.9734497070s, input_fired_time: 1.0876518488, output_fired_time: 0.7171232700, propagate_forward_time: 42.2972450256, propagate_backward_time: 60.4925651550, weight_update_time: 0.1120069697, other_time: 2.3788604736
epoch time: 6.9494752884s, input_fired_time: 0.1058611497, output_fired_time: 0.0000000000, propagate_forward_time: 6.4947848320, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3488292694
validation[          , genome  7118] predictions:    9765/  10000 (97.65%), best:    9753/10000 (97.53%), error:       820.19678, best error:       803.24225 on epoch:    62, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 86.2781066895s, input_fired_time: 0.9773069024, output_fired_time: 0.6092888117, propagate_forward_time: 34.0272750854, propagate_backward_time: 48.5715980530, weight_update_time: 0.0965716019, other_time: 2.0926322937
epoch time: 7.0151901245s, input_fired_time: 0.1066468954, output_fired_time: 0.0000000000, propagate_forward_time: 6.5583934784, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3501496315
validation[          , genome  7118] predictions:    9756/  10000 (97.56%), best:    9753/10000 (97.53%), error:       836.72687, best error:       803.24225 on epoch:    62, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 91.8211212158s, input_fired_time: 0.9804461598, output_fired_time: 0.6375029683, propagate_forward_time: 36.0646667480, propagate_backward_time: 52.0396385193, weight_update_time: 0.0957173258, other_time: 2.0988655090
epoch time: 8.0406293869s, input_fired_time: 0.1130242869, output_fired_time: 0.0000000000, propagate_forward_time: 7.5513014793, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3763036728
validation[          , genome  7118] predictions:    9736/  10000 (97.36%), best:    9753/10000 (97.53%), error:       848.09467, best error:       803.24225 on epoch:    62, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 97.8176574707s, input_fired_time: 1.0206981897, output_fired_time: 0.6713643074, propagate_forward_time: 38.9756698608, propagate_backward_time: 55.0007247925, weight_update_time: 0.0998084545, other_time: 2.1492004395
epoch time: 7.7410984039s, input_fired_time: 0.1098141670, output_fired_time: 0.0000000000, propagate_forward_time: 7.2676796913, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3636045456
validation[          , genome  7118] predictions:    9729/  10000 (97.29%), best:    9753/10000 (97.53%), error:       879.72614, best error:       803.24225 on epoch:    62, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 100.8828201294s, input_fired_time: 1.0483379364, output_fired_time: 0.6822093725, propagate_forward_time: 40.0425910950, propagate_backward_time: 56.8857421875, weight_update_time: 0.1036482230, other_time: 2.2239341736
epoch time: 9.0136280060s, input_fired_time: 0.1247364134, output_fired_time: 0.0000000000, propagate_forward_time: 8.4768562317, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4120349884
validation[          , genome  7118] predictions:    9745/  10000 (97.45%), best:    9753/10000 (97.53%), error:       837.99640, best error:       803.24225 on epoch:    62, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 94.3144531250s, input_fired_time: 1.0123778582, output_fired_time: 0.6547124386, propagate_forward_time: 37.1253852844, propagate_backward_time: 53.3602485657, weight_update_time: 0.0999159887, other_time: 2.1617355347
epoch time: 8.2814044952s, input_fired_time: 0.1179734766, output_fired_time: 0.0000000000, propagate_forward_time: 7.7679405212, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3954906464
validation[          , genome  7118] predictions:    9749/  10000 (97.49%), best:    9753/10000 (97.53%), error:       867.81757, best error:       803.24225 on epoch:    62, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 99.0563201904s, input_fired_time: 1.0455900431, output_fired_time: 0.6719960570, propagate_forward_time: 39.4232254028, propagate_backward_time: 55.6669235229, weight_update_time: 0.1049971059, other_time: 2.2485809326
epoch time: 6.8086128235s, input_fired_time: 0.1074133813, output_fired_time: 0.0000000000, propagate_forward_time: 6.3495059013, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3516936302
validation[          , genome  7118] predictions:    9756/  10000 (97.56%), best:    9753/10000 (97.53%), error:       817.52338, best error:       803.24225 on epoch:    62, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 91.9958419800s, input_fired_time: 1.0051208735, output_fired_time: 0.6310576200, propagate_forward_time: 36.2261009216, propagate_backward_time: 51.9810943604, weight_update_time: 0.0988009498, other_time: 2.1524696350
epoch time: 8.4940986633s, input_fired_time: 0.1177165210, output_fired_time: 0.0000000000, propagate_forward_time: 7.9742140770, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4021677971
validation[          , genome  7118] predictions:    9760/  10000 (97.60%), best:    9753/10000 (97.53%), error:       847.94287, best error:       803.24225 on epoch:    62, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 97.0258483887s, input_fired_time: 1.0102186203, output_fired_time: 0.6641134024, propagate_forward_time: 38.2822494507, propagate_backward_time: 54.9111862183, weight_update_time: 0.1000008211, other_time: 2.1580810547
epoch time: 7.5442557335s, input_fired_time: 0.1080787480, output_fired_time: 0.0000000000, propagate_forward_time: 7.0761780739, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3599987030
validation[          , genome  7118] predictions:    9756/  10000 (97.56%), best:    9753/10000 (97.53%), error:       834.46112, best error:       803.24225 on epoch:    62, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 106.4415206909s, input_fired_time: 1.0768599510, output_fired_time: 0.7077348828, propagate_forward_time: 42.1306762695, propagate_backward_time: 60.1638793945, weight_update_time: 0.1115160584, other_time: 2.3623733521
epoch time: 10.0687255859s, input_fired_time: 0.1332016438, output_fired_time: 0.0000000000, propagate_forward_time: 9.4860363007, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4494876862
validation[          , genome  7118] predictions:    9723/  10000 (97.23%), best:    9753/10000 (97.53%), error:       918.47943, best error:       803.24225 on epoch:    62, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 99.7678527832s, input_fired_time: 1.0349049568, output_fired_time: 0.6855719686, propagate_forward_time: 39.6331405640, propagate_backward_time: 56.2262077332, weight_update_time: 0.1015488878, other_time: 2.1880302429
epoch time: 10.0823478699s, input_fired_time: 0.1379257143, output_fired_time: 0.0000000000, propagate_forward_time: 9.4864721298, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4579496384
validation[          , genome  7118] predictions:    9732/  10000 (97.32%), best:    9753/10000 (97.53%), error:       945.40161, best error:       803.24225 on epoch:    62, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 98.5307312012s, input_fired_time: 1.0219925642, output_fired_time: 0.6759608984, propagate_forward_time: 38.8194808960, propagate_backward_time: 55.8450317383, weight_update_time: 0.1011323705, other_time: 2.1682586670
epoch time: 8.7035655975s, input_fired_time: 0.1256887317, output_fired_time: 0.0000000000, propagate_forward_time: 8.1599655151, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4179115295
validation[          , genome  7118] predictions:    9742/  10000 (97.42%), best:    9753/10000 (97.53%), error:       906.37445, best error:       803.24225 on epoch:    62, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 95.8136215210s, input_fired_time: 1.0170751810, output_fired_time: 0.6687940955, propagate_forward_time: 38.0955696106, propagate_backward_time: 53.9102973938, weight_update_time: 0.0984048322, other_time: 2.1218872070
epoch time: 7.0686402321s, input_fired_time: 0.1089523733, output_fired_time: 0.0000000000, propagate_forward_time: 6.6060385704, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3536491394
validation[          , genome  7118] predictions:    9746/  10000 (97.46%), best:    9753/10000 (97.53%), error:       864.98981, best error:       803.24225 on epoch:    62, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 92.4259109497s, input_fired_time: 0.9987080693, output_fired_time: 0.6360000372, propagate_forward_time: 36.6642265320, propagate_backward_time: 52.0151290894, weight_update_time: 0.0972289219, other_time: 2.1118431091
epoch time: 7.1585254669s, input_fired_time: 0.1125174612, output_fired_time: 0.0000000000, propagate_forward_time: 6.6853919029, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3606162071
validation[          , genome  7118] predictions:    9674/  10000 (96.74%), best:    9753/10000 (97.53%), error:      1086.75562, best error:       803.24225 on epoch:    62, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 93.5461273193s, input_fired_time: 1.0254645348, output_fired_time: 0.6472138762, propagate_forward_time: 37.0606231689, propagate_backward_time: 52.6179580688, weight_update_time: 0.1012038067, other_time: 2.1948623657
epoch time: 7.1980862617s, input_fired_time: 0.1080292761, output_fired_time: 0.0000000000, propagate_forward_time: 6.7327604294, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3572964668
validation[          , genome  7118] predictions:    9744/  10000 (97.44%), best:    9753/10000 (97.53%), error:       853.59467, best error:       803.24225 on epoch:    62, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 103.2129364014s, input_fired_time: 1.0573343039, output_fired_time: 0.6973701119, propagate_forward_time: 41.0501365662, propagate_backward_time: 58.1456642151, weight_update_time: 0.1056789458, other_time: 2.2624282837
epoch time: 8.7290477753s, input_fired_time: 0.1213634014, output_fired_time: 0.0000000000, propagate_forward_time: 8.2074699402, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4002141953
validation[          , genome  7118] predictions:    9732/  10000 (97.32%), best:    9753/10000 (97.53%), error:       902.98077, best error:       803.24225 on epoch:    62, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 98.8336334229s, input_fired_time: 1.0317182541, output_fired_time: 0.6744356751, propagate_forward_time: 39.1831932068, propagate_backward_time: 55.7607765198, weight_update_time: 0.1011522487, other_time: 2.1835098267
epoch time: 9.9038753510s, input_fired_time: 0.1324914545, output_fired_time: 0.0000000000, propagate_forward_time: 9.3285446167, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4428396225
validation[          , genome  7118] predictions:    9745/  10000 (97.45%), best:    9753/10000 (97.53%), error:       877.88062, best error:       803.24225 on epoch:    62, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 105.1088638306s, input_fired_time: 1.0682247877, output_fired_time: 0.7090627551, propagate_forward_time: 41.7162055969, propagate_backward_time: 59.3234710693, weight_update_time: 0.1067110002, other_time: 2.2919044495
epoch time: 10.0675020218s, input_fired_time: 0.1347370297, output_fired_time: 0.0000000000, propagate_forward_time: 9.4796409607, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4531240463
validation[          , genome  7118] predictions:    9747/  10000 (97.47%), best:    9753/10000 (97.53%), error:       822.63495, best error:       803.24225 on epoch:    62, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 95.6842498779s, input_fired_time: 1.0247200727, output_fired_time: 0.6553788781, propagate_forward_time: 37.7388229370, propagate_backward_time: 54.1000595093, weight_update_time: 0.1004979536, other_time: 2.1652679443
epoch time: 9.1582145691s, input_fired_time: 0.1255753487, output_fired_time: 0.0000000000, propagate_forward_time: 8.6116428375, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4209966660
validation[          , genome  7118] predictions:    9730/  10000 (97.30%), best:    9753/10000 (97.53%), error:       892.49756, best error:       803.24225 on epoch:    62, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 101.1497192383s, input_fired_time: 1.0603917837, output_fired_time: 0.6875790954, propagate_forward_time: 39.8955993652, propagate_backward_time: 57.2388648987, weight_update_time: 0.1058925986, other_time: 2.2672843933
epoch time: 8.4443397522s, input_fired_time: 0.1232234165, output_fired_time: 0.0000000000, propagate_forward_time: 7.9247732162, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3963432312
validation[          , genome  7118] predictions:    9716/  10000 (97.16%), best:    9753/10000 (97.53%), error:       928.77643, best error:       803.24225 on epoch:    62, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 105.7634277344s, input_fired_time: 1.0881010294, output_fired_time: 0.7150875926, propagate_forward_time: 41.3488197327, propagate_backward_time: 60.2802848816, weight_update_time: 0.1100727096, other_time: 2.3311309814
epoch time: 6.7710433006s, input_fired_time: 0.1068046317, output_fired_time: 0.0000000000, propagate_forward_time: 6.3174118996, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3468265533
validation[          , genome  7118] predictions:    9735/  10000 (97.35%), best:    9753/10000 (97.53%), error:       912.43402, best error:       803.24225 on epoch:    62, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 93.8436203003s, input_fired_time: 1.0215684175, output_fired_time: 0.6488733292, propagate_forward_time: 37.0596847534, propagate_backward_time: 52.9476127625, weight_update_time: 0.0999393612, other_time: 2.1658821106
epoch time: 7.6050968170s, input_fired_time: 0.1154345945, output_fired_time: 0.0000000000, propagate_forward_time: 7.1172242165, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3724379539
validation[          , genome  7118] predictions:    9744/  10000 (97.44%), best:    9753/10000 (97.53%), error:       838.22571, best error:       803.24225 on epoch:    62, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 102.1513595581s, input_fired_time: 1.0612413883, output_fired_time: 0.6917205453, propagate_forward_time: 40.4816131592, propagate_backward_time: 57.6599960327, weight_update_time: 0.1058520526, other_time: 2.2567901611
epoch time: 8.4554071426s, input_fired_time: 0.1207039058, output_fired_time: 0.0000000000, propagate_forward_time: 7.9374985695, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3972048759
validation[          , genome  7118] predictions:    9751/  10000 (97.51%), best:    9753/10000 (97.53%), error:       870.26691, best error:       803.24225 on epoch:    62, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 87.7651977539s, input_fired_time: 0.9838095903, output_fired_time: 0.6139725447, propagate_forward_time: 34.5375976562, propagate_backward_time: 49.5634460449, weight_update_time: 0.0960159227, other_time: 2.0663681030
epoch time: 6.7915859222s, input_fired_time: 0.1076864824, output_fired_time: 0.0000000000, propagate_forward_time: 6.3368039131, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3470954895
validation[          , genome  7118] predictions:    9747/  10000 (97.47%), best:    9753/10000 (97.53%), error:       912.57581, best error:       803.24225 on epoch:    62, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 104.4985504150s, input_fired_time: 1.0763022900, output_fired_time: 0.7126212716, propagate_forward_time: 41.5540771484, propagate_backward_time: 58.8954849243, weight_update_time: 0.1060876176, other_time: 2.2600631714
epoch time: 10.0661849976s, input_fired_time: 0.1357583553, output_fired_time: 0.0000000000, propagate_forward_time: 9.4814271927, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4489994049
validation[          , genome  7118] predictions:    9748/  10000 (97.48%), best:    9753/10000 (97.53%), error:       845.24268, best error:       803.24225 on epoch:    62, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 109.5569076538s, input_fired_time: 1.1047056913, output_fired_time: 0.7381187677, propagate_forward_time: 43.5267677307, propagate_backward_time: 61.8242797852, weight_update_time: 0.1113301888, other_time: 2.3630371094
epoch time: 9.3504905701s, input_fired_time: 0.1346094906, output_fired_time: 0.0000000000, propagate_forward_time: 8.7780351639, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4378461838
validation[          , genome  7118] predictions:    9745/  10000 (97.45%), best:    9753/10000 (97.53%), error:       877.00873, best error:       803.24225 on epoch:    62, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 100.8301696777s, input_fired_time: 1.0594868660, output_fired_time: 0.6850610375, propagate_forward_time: 40.2672843933, propagate_backward_time: 56.5785255432, weight_update_time: 0.1050300822, other_time: 2.2398147583
epoch time: 7.0115127563s, input_fired_time: 0.1122324094, output_fired_time: 0.0000000000, propagate_forward_time: 6.5420546532, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3572258949
validation[          , genome  7118] predictions:    9738/  10000 (97.38%), best:    9753/10000 (97.53%), error:       874.18933, best error:       803.24225 on epoch:    62, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 94.9003906250s, input_fired_time: 1.0340697765, output_fired_time: 0.6574569345, propagate_forward_time: 37.5101356506, propagate_backward_time: 53.5105400085, weight_update_time: 0.1015427560, other_time: 2.1881866455
epoch time: 7.0808825493s, input_fired_time: 0.1079605669, output_fired_time: 0.0000000000, propagate_forward_time: 6.6274456978, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3454761505
validation[          , genome  7118] predictions:    9751/  10000 (97.51%), best:    9753/10000 (97.53%), error:       860.24084, best error:       803.24225 on epoch:    62, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 101.6292266846s, input_fired_time: 1.0606321096, output_fired_time: 0.6983658671, propagate_forward_time: 40.3303947449, propagate_backward_time: 57.2983818054, weight_update_time: 0.1045130789, other_time: 2.2414550781
epoch time: 7.3064341545s, input_fired_time: 0.1142786741, output_fired_time: 0.0000000000, propagate_forward_time: 6.8231811523, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3689742088
validation[          , genome  7118] predictions:    9734/  10000 (97.34%), best:    9753/10000 (97.53%), error:       874.96375, best error:       803.24225 on epoch:    62, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 93.4561691284s, input_fired_time: 1.0038223267, output_fired_time: 0.6414166689, propagate_forward_time: 37.0625495911, propagate_backward_time: 52.6387557983, weight_update_time: 0.0972074792, other_time: 2.1096229553
epoch time: 7.7448072433s, input_fired_time: 0.1130931079, output_fired_time: 0.0000000000, propagate_forward_time: 7.2617297173, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3699846268
validation[          , genome  7118] predictions:    9727/  10000 (97.27%), best:    9753/10000 (97.53%), error:       919.11676, best error:       803.24225 on epoch:    62, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 105.7145004272s, input_fired_time: 1.0871127844, output_fired_time: 0.7151255608, propagate_forward_time: 42.1205673218, propagate_backward_time: 59.4951057434, weight_update_time: 0.1073959395, other_time: 2.2965888977
epoch time: 8.9966945648s, input_fired_time: 0.1270870864, output_fired_time: 0.0000000000, propagate_forward_time: 8.4511766434, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4184312820
validation[          , genome  7118] predictions:    9741/  10000 (97.41%), best:    9753/10000 (97.53%), error:       884.74371, best error:       803.24225 on epoch:    62, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 106.4789276123s, input_fired_time: 1.0908124447, output_fired_time: 0.7150405049, propagate_forward_time: 41.9198608398, propagate_backward_time: 60.4150543213, weight_update_time: 0.1104151160, other_time: 2.3381576538
epoch time: 7.8596019745s, input_fired_time: 0.1267561913, output_fired_time: 0.0000000000, propagate_forward_time: 7.3503274918, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3825182915
validation[          , genome  7118] predictions:    9737/  10000 (97.37%), best:    9753/10000 (97.53%), error:       893.97931, best error:       803.24225 on epoch:    62, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 85.9662551880s, input_fired_time: 0.9899884462, output_fired_time: 0.6120473742, propagate_forward_time: 33.8986053467, propagate_backward_time: 48.3861465454, weight_update_time: 0.0952499136, other_time: 2.0794677734
epoch time: 6.8043484688s, input_fired_time: 0.1099177301, output_fired_time: 0.0000000000, propagate_forward_time: 6.3471317291, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3472990990
validation[          , genome  7118] predictions:    9777/  10000 (97.77%), best:    9753/10000 (97.53%), error:       804.60498, best error:       803.24225 on epoch:    62, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 98.8808822632s, input_fired_time: 1.0607041121, output_fired_time: 0.6763338447, propagate_forward_time: 39.1884269714, propagate_backward_time: 55.7010116577, weight_update_time: 0.1051181033, other_time: 2.2544059753
epoch time: 7.0299739838s, input_fired_time: 0.1113916188, output_fired_time: 0.0000000000, propagate_forward_time: 6.5624885559, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3560938835
validation[          , genome  7118] predictions:    9732/  10000 (97.32%), best:    9753/10000 (97.53%), error:       929.70801, best error:       803.24225 on epoch:    62, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 97.0425338745s, input_fired_time: 1.0499459505, output_fired_time: 0.6655742526, propagate_forward_time: 38.2734069824, propagate_backward_time: 54.7896003723, weight_update_time: 0.1044836938, other_time: 2.2640037537
epoch time: 7.4058437347s, input_fired_time: 0.1099348739, output_fired_time: 0.0000000000, propagate_forward_time: 6.9403119087, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3555970192
validation[          , genome  7118] predictions:    9742/  10000 (97.42%), best:    9753/10000 (97.53%), error:       862.22125, best error:       803.24225 on epoch:    62, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 97.6134643555s, input_fired_time: 1.0388063192, output_fired_time: 0.6653292179, propagate_forward_time: 38.6455039978, propagate_backward_time: 55.0926284790, weight_update_time: 0.1017261595, other_time: 2.1711997986
epoch time: 7.7767872810s, input_fired_time: 0.1146096066, output_fired_time: 0.0000000000, propagate_forward_time: 7.2919902802, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3701872826
validation[          , genome  7118] predictions:    9763/  10000 (97.63%), best:    9753/10000 (97.53%), error:       839.99738, best error:       803.24225 on epoch:    62, 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: 39.3776435852s, input_fired_time: 0.5823651552, output_fired_time: 0.0000000000, propagate_forward_time: 36.8276977539, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9675788879
best training[          , genome  7118] predictions:   49466/  50000 (98.93%), best:    9753/10000 (97.53%), error:      1957.72217, best error:       803.24225 on epoch:    62, 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: 10.0621643066s, input_fired_time: 0.1316607744, output_fired_time: 0.0000000000, propagate_forward_time: 9.4746351242, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4558687210
   testing[          , genome  7118] predictions:    9776/  10000 (97.76%), best:    9753/10000 (97.53%), error:       720.00336, best error:       803.24225 on epoch:    62, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
10:58:27 (45377): called boinc_finish(0)

</stderr_txt>
]]>