Nameexact_genome_1512568488_43_6934_1
Workunit2605960
Created7 Dec 2017, 22:50:36 UTC
Sent7 Dec 2017, 22:55:42 UTC
Report deadline14 Dec 2017, 18:57:08 UTC
Received8 Dec 2017, 3:53:08 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID53797
Run time1 hours 56 min 54 sec
CPU time1 hours 56 min 27 sec
Validate stateValid
Credit1,708.59
Device peak FLOPS3.64 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33

Stderr output

<core_client_version>7.2.42</core_client_version>
<![CDATA[
<stderr_txt>
, epoch:   13/100, mu: 0.7384625077, learning_rate: 0.0064167744, weight_decay: 0.0002566710

epoch time: 64.2667236328s, input_fired_time: 0.5914446712, output_fired_time: 0.3802314699, propagate_forward_time: 25.9131698608, propagate_backward_time: 35.7255058289, weight_update_time: 0.0814324468, other_time: 1.6563720703
epoch time: 5.4966678619s, input_fired_time: 0.0605224371, output_fired_time: 0.0000000000, propagate_forward_time: 5.1487250328, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2874202728
validation[          , genome  6934] predictions:    9661/  10000 (96.61%), best:    9691/10000 (96.91%), error:      1209.11694, best error:      1019.20215 on epoch:    12, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 63.6166763306s, input_fired_time: 0.5827839971, output_fired_time: 0.3768347502, propagate_forward_time: 25.7022705078, propagate_backward_time: 35.3076095581, weight_update_time: 0.0808440670, other_time: 1.6471786499
epoch time: 5.5003905296s, input_fired_time: 0.0606641434, output_fired_time: 0.0000000000, propagate_forward_time: 5.1579337120, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2817926407
validation[          , genome  6934] predictions:    9688/  10000 (96.88%), best:    9688/10000 (96.88%), error:      1015.95978, best error:      1015.95978 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 64.1670227051s, input_fired_time: 0.5716745853, output_fired_time: 0.3774739206, propagate_forward_time: 25.9492187500, propagate_backward_time: 35.6406898499, weight_update_time: 0.0804591179, other_time: 1.6279640198
epoch time: 5.5253539085s, input_fired_time: 0.0630268157, output_fired_time: 0.0000000000, propagate_forward_time: 5.1776576042, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2846693993
validation[          , genome  6934] predictions:    9679/  10000 (96.79%), best:    9688/10000 (96.88%), error:      1017.53796, best error:      1015.95978 on epoch:    15, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 63.7232933044s, input_fired_time: 0.5822657943, output_fired_time: 0.3919858634, propagate_forward_time: 25.7203178406, propagate_backward_time: 35.3943939209, weight_update_time: 0.0806495324, other_time: 1.6343307495
epoch time: 5.5634546280s, input_fired_time: 0.0603355467, output_fired_time: 0.0000000000, propagate_forward_time: 5.2289128304, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2742061615
validation[          , genome  6934] predictions:    9682/  10000 (96.82%), best:    9688/10000 (96.88%), error:      1047.55750, best error:      1015.95978 on epoch:    15, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 63.6307830811s, input_fired_time: 0.5789952278, output_fired_time: 0.3798457384, propagate_forward_time: 25.7326564789, propagate_backward_time: 35.3200874329, weight_update_time: 0.0804699510, other_time: 1.6191978455
epoch time: 5.4973468781s, input_fired_time: 0.0620758832, output_fired_time: 0.0000000000, propagate_forward_time: 5.1454229355, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2898478508
validation[          , genome  6934] predictions:    9612/  10000 (96.12%), best:    9688/10000 (96.88%), error:      1258.52771, best error:      1015.95978 on epoch:    15, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 63.4296226501s, input_fired_time: 0.5776526332, output_fired_time: 0.3769938648, propagate_forward_time: 25.7136459351, propagate_backward_time: 35.1518898010, weight_update_time: 0.0802766159, other_time: 1.6094398499
epoch time: 5.5043840408s, input_fired_time: 0.0618224442, output_fired_time: 0.0000000000, propagate_forward_time: 5.1597490311, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2828125954
validation[          , genome  6934] predictions:    9705/  10000 (97.05%), best:    9705/10000 (97.05%), error:       957.10834, best error:       957.10834 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 63.8917770386s, input_fired_time: 0.5950421095, output_fired_time: 0.3794872165, propagate_forward_time: 25.8787155151, propagate_backward_time: 35.3747329712, weight_update_time: 0.0813990980, other_time: 1.6637992859
epoch time: 5.4779539108s, input_fired_time: 0.0620597899, output_fired_time: 0.0000000000, propagate_forward_time: 5.1346588135, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2812352180
validation[          , genome  6934] predictions:    9716/  10000 (97.16%), best:    9716/10000 (97.16%), error:       940.39630, best error:       940.39630 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 63.8244972229s, input_fired_time: 0.5827071071, output_fired_time: 0.3851464987, propagate_forward_time: 25.8010520935, propagate_backward_time: 35.4124832153, weight_update_time: 0.0807103515, other_time: 1.6431083679
epoch time: 5.4877028465s, input_fired_time: 0.0627439320, output_fired_time: 0.0000000000, propagate_forward_time: 5.1418094635, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2831492424
validation[          , genome  6934] predictions:    9624/  10000 (96.24%), best:    9716/10000 (97.16%), error:      1188.95386, best error:       940.39630 on epoch:    20, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 63.8371505737s, input_fired_time: 0.5867537856, output_fired_time: 0.3784822524, propagate_forward_time: 25.8348712921, propagate_backward_time: 35.4021568298, weight_update_time: 0.0804947168, other_time: 1.6348838806
epoch time: 5.5915813446s, input_fired_time: 0.0606000908, output_fired_time: 0.0000000000, propagate_forward_time: 5.2427029610, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2882781029
validation[          , genome  6934] predictions:    9700/  10000 (97.00%), best:    9716/10000 (97.16%), error:       996.27032, best error:       940.39630 on epoch:    20, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 64.4090652466s, input_fired_time: 0.5964331031, output_fired_time: 0.3805637360, propagate_forward_time: 25.9539947510, propagate_backward_time: 35.7981681824, weight_update_time: 0.0816675574, other_time: 1.6799049377
epoch time: 5.5249886513s, input_fired_time: 0.0627368763, output_fired_time: 0.0000000000, propagate_forward_time: 5.1758513451, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2864003181
validation[          , genome  6934] predictions:    9651/  10000 (96.51%), best:    9716/10000 (97.16%), error:      1184.38477, best error:       940.39630 on epoch:    20, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 64.2042465210s, input_fired_time: 0.5878660083, output_fired_time: 0.3802091777, propagate_forward_time: 25.8834342957, propagate_backward_time: 35.6826133728, weight_update_time: 0.0811345652, other_time: 1.6701202393
epoch time: 5.6106367111s, input_fired_time: 0.0632416084, output_fired_time: 0.0000000000, propagate_forward_time: 5.2617335320, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2856616974
validation[          , genome  6934] predictions:    9725/  10000 (97.25%), best:    9725/10000 (97.25%), error:       899.75220, best error:       899.75220 on epoch:    24, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 63.5217590332s, input_fired_time: 0.5780613422, output_fired_time: 0.3758109808, propagate_forward_time: 25.6754074097, propagate_backward_time: 35.2815742493, weight_update_time: 0.0799882188, other_time: 1.6109046936
epoch time: 5.4870944023s, input_fired_time: 0.0608581193, output_fired_time: 0.0000000000, propagate_forward_time: 5.1525435448, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2736926079
validation[          , genome  6934] predictions:    9643/  10000 (96.43%), best:    9725/10000 (97.25%), error:      1194.70801, best error:       899.75220 on epoch:    24, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 63.8645820618s, input_fired_time: 0.5818017721, output_fired_time: 0.3771738708, propagate_forward_time: 25.9463024139, propagate_backward_time: 35.3322868347, weight_update_time: 0.0806080103, other_time: 1.6270179749
epoch time: 5.5370154381s, input_fired_time: 0.0624409392, output_fired_time: 0.0000000000, propagate_forward_time: 5.1936550140, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2809195518
validation[          , genome  6934] predictions:    9700/  10000 (97.00%), best:    9725/10000 (97.25%), error:      1010.07721, best error:       899.75220 on epoch:    24, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 63.5998649597s, input_fired_time: 0.5824226141, output_fired_time: 0.3755892515, propagate_forward_time: 25.7856292725, propagate_backward_time: 35.2344627380, weight_update_time: 0.0803195462, other_time: 1.6217613220
epoch time: 5.5443019867s, input_fired_time: 0.0621008538, output_fired_time: 0.0000000000, propagate_forward_time: 5.2008605003, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2813405991
validation[          , genome  6934] predictions:    9688/  10000 (96.88%), best:    9725/10000 (97.25%), error:      1069.87317, best error:       899.75220 on epoch:    24, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 63.5665702820s, input_fired_time: 0.5975583792, output_fired_time: 0.3746684790, propagate_forward_time: 25.7899322510, propagate_backward_time: 35.1470031738, weight_update_time: 0.0799227282, other_time: 1.6574096680
epoch time: 5.4244785309s, input_fired_time: 0.0593631640, output_fired_time: 0.0000000000, propagate_forward_time: 5.0911130905, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2740020752
validation[          , genome  6934] predictions:    9721/  10000 (97.21%), best:    9725/10000 (97.25%), error:       906.85913, best error:       899.75220 on epoch:    24, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 64.0617752075s, input_fired_time: 0.5819356441, output_fired_time: 0.3763645291, propagate_forward_time: 25.9974231720, propagate_backward_time: 35.4978713989, weight_update_time: 0.0801435784, other_time: 1.6081771851
epoch time: 5.5328021049s, input_fired_time: 0.0628974140, output_fired_time: 0.0000000000, propagate_forward_time: 5.1811738014, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2887310982
validation[          , genome  6934] predictions:    9724/  10000 (97.24%), best:    9725/10000 (97.25%), error:       921.06787, best error:       899.75220 on epoch:    24, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 63.7386970520s, input_fired_time: 0.5860133767, output_fired_time: 0.3773086965, propagate_forward_time: 25.7525005341, propagate_backward_time: 35.3680076599, weight_update_time: 0.0806282312, other_time: 1.6548652649
epoch time: 5.4706010818s, input_fired_time: 0.0614807680, output_fired_time: 0.0000000000, propagate_forward_time: 5.1273670197, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2817530632
validation[          , genome  6934] predictions:    9691/  10000 (96.91%), best:    9725/10000 (97.25%), error:       992.99713, best error:       899.75220 on epoch:    24, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 63.5353393555s, input_fired_time: 0.6080678105, output_fired_time: 0.3762322366, propagate_forward_time: 25.6869754791, propagate_backward_time: 35.2453765869, weight_update_time: 0.0803461596, other_time: 1.6186904907
epoch time: 5.5863556862s, input_fired_time: 0.0644809008, output_fired_time: 0.0000000000, propagate_forward_time: 5.2273244858, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2945504189
validation[          , genome  6934] predictions:    9661/  10000 (96.61%), best:    9725/10000 (97.25%), error:      1133.18738, best error:       899.75220 on epoch:    24, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 63.6362762451s, input_fired_time: 0.5857892036, output_fired_time: 0.3779650331, propagate_forward_time: 25.7360343933, propagate_backward_time: 35.2943611145, weight_update_time: 0.0811896324, other_time: 1.6421279907
epoch time: 5.4774403572s, input_fired_time: 0.0614260398, output_fired_time: 0.0000000000, propagate_forward_time: 5.1309299469, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2850842476
validation[          , genome  6934] predictions:    9733/  10000 (97.33%), best:    9733/10000 (97.33%), error:       871.46979, best error:       871.46979 on epoch:    32, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 63.6655654907s, input_fired_time: 0.5831571817, output_fired_time: 0.3772980273, propagate_forward_time: 25.7132225037, propagate_backward_time: 35.3527336121, weight_update_time: 0.0809778273, other_time: 1.6391563416
epoch time: 5.4759292603s, input_fired_time: 0.0635961220, output_fired_time: 0.0000000000, propagate_forward_time: 5.1313300133, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2810029984
validation[          , genome  6934] predictions:    9718/  10000 (97.18%), best:    9733/10000 (97.33%), error:       936.04907, best error:       871.46979 on epoch:    32, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 63.9887847900s, input_fired_time: 0.5751125216, output_fired_time: 0.3768403530, propagate_forward_time: 25.8880748749, propagate_backward_time: 35.5461120605, weight_update_time: 0.0806769729, other_time: 1.6026458740
epoch time: 5.4289917946s, input_fired_time: 0.0603232495, output_fired_time: 0.0000000000, propagate_forward_time: 5.0953769684, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2732915878
validation[          , genome  6934] predictions:    9723/  10000 (97.23%), best:    9733/10000 (97.33%), error:       893.29803, best error:       871.46979 on epoch:    32, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 63.8494300842s, input_fired_time: 0.5840415359, output_fired_time: 0.3780139685, propagate_forward_time: 25.7312831879, propagate_backward_time: 35.5344467163, weight_update_time: 0.0805936605, other_time: 1.6216430664
epoch time: 5.5324797630s, input_fired_time: 0.0639149919, output_fired_time: 0.0000000000, propagate_forward_time: 5.1782364845, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2903285027
validation[          , genome  6934] predictions:    9731/  10000 (97.31%), best:    9733/10000 (97.33%), error:       875.60303, best error:       871.46979 on epoch:    32, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 63.3441963196s, input_fired_time: 0.5849982500, output_fired_time: 0.3744361401, propagate_forward_time: 25.6172904968, propagate_backward_time: 35.1547927856, weight_update_time: 0.0881608874, other_time: 1.6126785278
epoch time: 5.4370164871s, input_fired_time: 0.0601352043, output_fired_time: 0.0000000000, propagate_forward_time: 5.1035809517, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2733001709
validation[          , genome  6934] predictions:    9719/  10000 (97.19%), best:    9733/10000 (97.33%), error:       906.80585, best error:       871.46979 on epoch:    32, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 63.5447616577s, input_fired_time: 0.5866554379, output_fired_time: 0.3772602677, propagate_forward_time: 25.6705188751, propagate_backward_time: 35.2884674072, weight_update_time: 0.0812506080, other_time: 1.6218566895
epoch time: 5.4950346947s, input_fired_time: 0.0632167235, output_fired_time: 0.0000000000, propagate_forward_time: 5.1453213692, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2864966393
validation[          , genome  6934] predictions:    9728/  10000 (97.28%), best:    9733/10000 (97.33%), error:       952.87909, best error:       871.46979 on epoch:    32, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 63.6195373535s, input_fired_time: 0.5859891176, output_fired_time: 0.3758050501, propagate_forward_time: 25.7419948578, propagate_backward_time: 35.2756958008, weight_update_time: 0.0808499902, other_time: 1.6400527954
epoch time: 5.5124106407s, input_fired_time: 0.0622930415, output_fired_time: 0.0000000000, propagate_forward_time: 5.1715397835, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2785778046
validation[          , genome  6934] predictions:    9718/  10000 (97.18%), best:    9733/10000 (97.33%), error:       907.98016, best error:       871.46979 on epoch:    32, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 63.5914268494s, input_fired_time: 0.5835109949, output_fired_time: 0.3757989109, propagate_forward_time: 25.7331981659, propagate_backward_time: 35.2760467529, weight_update_time: 0.0883338228, other_time: 1.6228713989
epoch time: 5.4666485786s, input_fired_time: 0.0625316873, output_fired_time: 0.0000000000, propagate_forward_time: 5.1222949028, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2818222046
validation[          , genome  6934] predictions:    9739/  10000 (97.39%), best:    9739/10000 (97.39%), error:       829.33337, best error:       829.33337 on epoch:    39, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 63.2683296204s, input_fired_time: 0.5735203624, output_fired_time: 0.3778423071, propagate_forward_time: 25.6284217834, propagate_backward_time: 35.0967330933, weight_update_time: 0.0801153705, other_time: 1.5918121338
epoch time: 5.4231133461s, input_fired_time: 0.0599131621, output_fired_time: 0.0000000000, propagate_forward_time: 5.0899887085, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2732114792
validation[          , genome  6934] predictions:    9743/  10000 (97.43%), best:    9739/10000 (97.39%), error:       856.44202, best error:       829.33337 on epoch:    39, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 63.6081085205s, input_fired_time: 0.5796451569, output_fired_time: 0.3873128295, propagate_forward_time: 25.7574272156, propagate_backward_time: 35.2542419434, weight_update_time: 0.0804572329, other_time: 1.6294822693
epoch time: 5.5353784561s, input_fired_time: 0.0622939020, output_fired_time: 0.0000000000, propagate_forward_time: 5.1933059692, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2797784805
validation[          , genome  6934] predictions:    9715/  10000 (97.15%), best:    9739/10000 (97.39%), error:       931.37518, best error:       829.33337 on epoch:    39, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 63.6113777161s, input_fired_time: 0.5941463113, output_fired_time: 0.3770379126, propagate_forward_time: 25.7616806030, propagate_backward_time: 35.2474822998, weight_update_time: 0.0816826150, other_time: 1.6310310364
epoch time: 5.5317816734s, input_fired_time: 0.0642202273, output_fired_time: 0.0000000000, propagate_forward_time: 5.1812615395, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2862997055
validation[          , genome  6934] predictions:    9735/  10000 (97.35%), best:    9735/10000 (97.35%), error:       819.90894, best error:       819.90894 on epoch:    42, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 63.5413703918s, input_fired_time: 0.5840697289, output_fired_time: 0.3756741583, propagate_forward_time: 25.6796321869, propagate_backward_time: 35.3088989258, weight_update_time: 0.0809195414, other_time: 1.5930938721
epoch time: 5.4647097588s, input_fired_time: 0.0615101084, output_fired_time: 0.0000000000, propagate_forward_time: 5.1256484985, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2775511742
validation[          , genome  6934] predictions:    9710/  10000 (97.10%), best:    9735/10000 (97.35%), error:       969.37695, best error:       819.90894 on epoch:    42, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 63.4560508728s, input_fired_time: 0.5844710469, output_fired_time: 0.3774535358, propagate_forward_time: 25.6717453003, propagate_backward_time: 35.2052764893, weight_update_time: 0.0807397887, other_time: 1.6171035767
epoch time: 5.4492893219s, input_fired_time: 0.0619721599, output_fired_time: 0.0000000000, propagate_forward_time: 5.1112656593, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2760515213
validation[          , genome  6934] predictions:    9711/  10000 (97.11%), best:    9735/10000 (97.35%), error:       939.60077, best error:       819.90894 on epoch:    42, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 63.5932426453s, input_fired_time: 0.5820277929, output_fired_time: 0.3755448461, propagate_forward_time: 25.6403694153, propagate_backward_time: 35.3844985962, weight_update_time: 0.0812017471, other_time: 1.6108016968
epoch time: 5.5451073647s, input_fired_time: 0.0620716251, output_fired_time: 0.0000000000, propagate_forward_time: 5.2026844025, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2803511620
validation[          , genome  6934] predictions:    9757/  10000 (97.57%), best:    9735/10000 (97.35%), error:       848.31055, best error:       819.90894 on epoch:    42, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 63.4540061951s, input_fired_time: 0.5812344551, output_fired_time: 0.3761287332, propagate_forward_time: 25.6467685699, propagate_backward_time: 35.2183494568, weight_update_time: 0.0804425627, other_time: 1.6315269470
epoch time: 5.5075716972s, input_fired_time: 0.0630209148, output_fired_time: 0.0000000000, propagate_forward_time: 5.1589865685, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2855644226
validation[          , genome  6934] predictions:    9735/  10000 (97.35%), best:    9735/10000 (97.35%), error:       837.58038, best error:       819.90894 on epoch:    42, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 63.6987342834s, input_fired_time: 0.5870466232, output_fired_time: 0.3760587275, propagate_forward_time: 25.7367057800, propagate_backward_time: 35.3842430115, weight_update_time: 0.0807062909, other_time: 1.6146774292
epoch time: 5.4831604958s, input_fired_time: 0.0618232153, output_fired_time: 0.0000000000, propagate_forward_time: 5.1493310928, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2720060349
validation[          , genome  6934] predictions:    9733/  10000 (97.33%), best:    9735/10000 (97.35%), error:       868.86737, best error:       819.90894 on epoch:    42, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 62.9850502014s, input_fired_time: 0.5752657056, output_fired_time: 0.3740896583, propagate_forward_time: 25.5074520111, propagate_backward_time: 34.9502639771, weight_update_time: 0.0798143968, other_time: 1.5779800415
epoch time: 5.4489383698s, input_fired_time: 0.0616935864, output_fired_time: 0.0000000000, propagate_forward_time: 5.1128034592, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2744412422
validation[          , genome  6934] predictions:    9724/  10000 (97.24%), best:    9735/10000 (97.35%), error:       912.86517, best error:       819.90894 on epoch:    42, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 63.3728981018s, input_fired_time: 0.5828236938, output_fired_time: 0.3758134842, propagate_forward_time: 25.6293430328, propagate_backward_time: 35.1597404480, weight_update_time: 0.0802675560, other_time: 1.6251792908
epoch time: 5.4879302979s, input_fired_time: 0.0633409470, output_fired_time: 0.0000000000, propagate_forward_time: 5.1441960335, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2803931236
validation[          , genome  6934] predictions:    9752/  10000 (97.52%), best:    9752/10000 (97.52%), error:       809.64233, best error:       809.64233 on epoch:    49, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 63.7468681335s, input_fired_time: 0.5824127197, output_fired_time: 0.3757262230, propagate_forward_time: 25.8930130005, propagate_backward_time: 35.2863388062, weight_update_time: 0.0805090964, other_time: 1.6093788147
epoch time: 5.4939093590s, input_fired_time: 0.0625723079, output_fired_time: 0.0000000000, propagate_forward_time: 5.1536922455, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2776446342
validation[          , genome  6934] predictions:    9739/  10000 (97.39%), best:    9752/10000 (97.52%), error:       859.10736, best error:       809.64233 on epoch:    49, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 63.5344734192s, input_fired_time: 0.5827888846, output_fired_time: 0.3750827909, propagate_forward_time: 25.8005485535, propagate_backward_time: 35.1669616699, weight_update_time: 0.0803052783, other_time: 1.6090888977
epoch time: 5.4263415337s, input_fired_time: 0.0612957068, output_fired_time: 0.0000000000, propagate_forward_time: 5.0906319618, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2744140625
validation[          , genome  6934] predictions:    9747/  10000 (97.47%), best:    9752/10000 (97.52%), error:       840.85199, best error:       809.64233 on epoch:    49, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 63.0345306396s, input_fired_time: 0.5814092159, output_fired_time: 0.3747049272, propagate_forward_time: 25.5231208801, propagate_backward_time: 34.9628067017, weight_update_time: 0.0800580755, other_time: 1.5924873352
epoch time: 5.4421620369s, input_fired_time: 0.0616519190, output_fired_time: 0.0000000000, propagate_forward_time: 5.1054244041, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2750859261
validation[          , genome  6934] predictions:    9740/  10000 (97.40%), best:    9752/10000 (97.52%), error:       827.94012, best error:       809.64233 on epoch:    49, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 63.0743255615s, input_fired_time: 0.5879640579, output_fired_time: 0.3742127419, propagate_forward_time: 25.5313816071, propagate_backward_time: 34.9921188354, weight_update_time: 0.0799416974, other_time: 1.5886459351
epoch time: 5.4324111938s, input_fired_time: 0.0613665767, output_fired_time: 0.0000000000, propagate_forward_time: 5.0955877304, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2754569054
validation[          , genome  6934] predictions:    9737/  10000 (97.37%), best:    9752/10000 (97.52%), error:       886.78845, best error:       809.64233 on epoch:    49, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 64.0354003906s, input_fired_time: 0.5885048509, output_fired_time: 0.3774211407, propagate_forward_time: 25.9038410187, propagate_backward_time: 35.5083656311, weight_update_time: 0.0809131265, other_time: 1.6572685242
epoch time: 5.4288754463s, input_fired_time: 0.0620152801, output_fired_time: 0.0000000000, propagate_forward_time: 5.0940976143, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2727627754
validation[          , genome  6934] predictions:    9719/  10000 (97.19%), best:    9752/10000 (97.52%), error:       884.01660, best error:       809.64233 on epoch:    49, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 63.7837219238s, input_fired_time: 0.5822954774, output_fired_time: 0.3773981333, propagate_forward_time: 25.7823429108, propagate_backward_time: 35.4445838928, weight_update_time: 0.0807137489, other_time: 1.5971031189
epoch time: 5.4807505608s, input_fired_time: 0.0629017949, output_fired_time: 0.0000000000, propagate_forward_time: 5.1336569786, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2841916084
validation[          , genome  6934] predictions:    9735/  10000 (97.35%), best:    9752/10000 (97.52%), error:       876.20477, best error:       809.64233 on epoch:    49, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 63.7637329102s, input_fired_time: 0.5947073698, output_fired_time: 0.4140458405, propagate_forward_time: 25.7254047394, propagate_backward_time: 35.4130363464, weight_update_time: 0.0809282511, other_time: 1.6165351868
epoch time: 5.5779824257s, input_fired_time: 0.0625542998, output_fired_time: 0.0000000000, propagate_forward_time: 5.2154965401, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2999315262
validation[          , genome  6934] predictions:    9704/  10000 (97.04%), best:    9752/10000 (97.52%), error:       939.97009, best error:       809.64233 on epoch:    49, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 63.7444877625s, input_fired_time: 0.5922053456, output_fired_time: 0.3766380548, propagate_forward_time: 25.7805480957, propagate_backward_time: 35.3731346130, weight_update_time: 0.0815443024, other_time: 1.6219635010
epoch time: 5.5199742317s, input_fired_time: 0.0651636049, output_fired_time: 0.0000000000, propagate_forward_time: 5.1653017998, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2895088196
validation[          , genome  6934] predictions:    9698/  10000 (96.98%), best:    9752/10000 (97.52%), error:      1029.01086, best error:       809.64233 on epoch:    49, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 63.4881439209s, input_fired_time: 0.5887101889, output_fired_time: 0.3801043928, propagate_forward_time: 25.7003078461, propagate_backward_time: 35.2165451050, weight_update_time: 0.0802185461, other_time: 1.6024780273
epoch time: 5.4505133629s, input_fired_time: 0.0615453757, output_fired_time: 0.0000000000, propagate_forward_time: 5.1170983315, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2718696594
validation[          , genome  6934] predictions:    9744/  10000 (97.44%), best:    9752/10000 (97.52%), error:       885.24500, best error:       809.64233 on epoch:    49, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 63.6564903259s, input_fired_time: 0.5970768332, output_fired_time: 0.3791610599, propagate_forward_time: 25.7735233307, propagate_backward_time: 35.3090629578, weight_update_time: 0.0803860575, other_time: 1.5976676941
epoch time: 5.5897574425s, input_fired_time: 0.0653428584, output_fired_time: 0.0000000000, propagate_forward_time: 5.2389564514, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2854580879
validation[          , genome  6934] predictions:    9734/  10000 (97.34%), best:    9752/10000 (97.52%), error:       872.73901, best error:       809.64233 on epoch:    49, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 63.5777206421s, input_fired_time: 0.5898199081, output_fired_time: 0.3813849092, propagate_forward_time: 25.7133827209, propagate_backward_time: 35.2840270996, weight_update_time: 0.0807441026, other_time: 1.6091041565
epoch time: 5.5394196510s, input_fired_time: 0.0647092760, output_fired_time: 0.0000000000, propagate_forward_time: 5.1901483536, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2845621109
validation[          , genome  6934] predictions:    9757/  10000 (97.57%), best:    9757/10000 (97.57%), error:       800.28577, best error:       800.28577 on epoch:    60, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 64.0561294556s, input_fired_time: 0.6219447255, output_fired_time: 0.3787189722, propagate_forward_time: 25.8749694824, propagate_backward_time: 35.5542297363, weight_update_time: 0.0804695934, other_time: 1.6262664795
epoch time: 5.5309796333s, input_fired_time: 0.0659037903, output_fired_time: 0.0000000000, propagate_forward_time: 5.1799821854, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2850937843
validation[          , genome  6934] predictions:    9650/  10000 (96.50%), best:    9757/10000 (97.57%), error:      1164.12463, best error:       800.28577 on epoch:    60, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 63.4747352600s, input_fired_time: 0.6009160280, output_fired_time: 0.3750028014, propagate_forward_time: 25.6275024414, propagate_backward_time: 35.2620468140, weight_update_time: 0.0848114416, other_time: 1.6092643738
epoch time: 5.4508271217s, input_fired_time: 0.0663235262, output_fired_time: 0.0000000000, propagate_forward_time: 5.1040310860, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2804722786
validation[          , genome  6934] predictions:    9715/  10000 (97.15%), best:    9757/10000 (97.57%), error:       937.76648, best error:       800.28577 on epoch:    60, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 63.0534553528s, input_fired_time: 0.5805330276, output_fired_time: 0.3744817972, propagate_forward_time: 25.5172195435, propagate_backward_time: 34.9981613159, weight_update_time: 0.0797129497, other_time: 1.5830612183
epoch time: 5.4489164352s, input_fired_time: 0.0631421953, output_fired_time: 0.0000000000, propagate_forward_time: 5.1103620529, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2754120827
validation[          , genome  6934] predictions:    9720/  10000 (97.20%), best:    9757/10000 (97.57%), error:       906.38879, best error:       800.28577 on epoch:    60, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 63.7151374817s, input_fired_time: 0.5880566239, output_fired_time: 0.3764841259, propagate_forward_time: 25.7811107635, propagate_backward_time: 35.3561820984, weight_update_time: 0.0803752393, other_time: 1.6133003235
epoch time: 5.5029211044s, input_fired_time: 0.0645663813, output_fired_time: 0.0000000000, propagate_forward_time: 5.1488804817, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2894740105
validation[          , genome  6934] predictions:    9702/  10000 (97.02%), best:    9757/10000 (97.57%), error:       970.03326, best error:       800.28577 on epoch:    60, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 63.1349372864s, input_fired_time: 0.6018148661, output_fired_time: 0.3736538291, propagate_forward_time: 25.5558643341, propagate_backward_time: 35.0156669617, weight_update_time: 0.0796963349, other_time: 1.5879402161
epoch time: 5.4698224068s, input_fired_time: 0.0630504787, output_fired_time: 0.0000000000, propagate_forward_time: 5.1317863464, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2749857903
validation[          , genome  6934] predictions:    9711/  10000 (97.11%), best:    9757/10000 (97.57%), error:       951.20496, best error:       800.28577 on epoch:    60, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 63.6760482788s, input_fired_time: 0.5883849859, output_fired_time: 0.3751492500, propagate_forward_time: 25.7332839966, propagate_backward_time: 35.3684082031, weight_update_time: 0.0802811682, other_time: 1.6108207703
epoch time: 5.5090503693s, input_fired_time: 0.0644232556, output_fired_time: 0.0000000000, propagate_forward_time: 5.1649441719, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2796831131
validation[          , genome  6934] predictions:    9733/  10000 (97.33%), best:    9757/10000 (97.57%), error:       869.25330, best error:       800.28577 on epoch:    60, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 63.8418502808s, input_fired_time: 0.5906177759, output_fired_time: 0.3768036366, propagate_forward_time: 25.8154697418, propagate_backward_time: 35.4458160400, weight_update_time: 0.0803172290, other_time: 1.6131439209
epoch time: 5.4408206940s, input_fired_time: 0.0627072677, output_fired_time: 0.0000000000, propagate_forward_time: 5.1024951935, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2756180763
validation[          , genome  6934] predictions:    9721/  10000 (97.21%), best:    9757/10000 (97.57%), error:       971.32672, best error:       800.28577 on epoch:    60, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 62.9474029541s, input_fired_time: 0.5831115842, output_fired_time: 0.3739516437, propagate_forward_time: 25.4932918549, propagate_backward_time: 34.9199905396, weight_update_time: 0.0793833286, other_time: 1.5770568848
epoch time: 5.4615726471s, input_fired_time: 0.0643077120, output_fired_time: 0.0000000000, propagate_forward_time: 5.1160283089, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2812366486
validation[          , genome  6934] predictions:    9749/  10000 (97.49%), best:    9757/10000 (97.57%), error:       831.08636, best error:       800.28577 on epoch:    60, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 63.2021141052s, input_fired_time: 0.5849749446, output_fired_time: 0.3755459189, propagate_forward_time: 25.6198825836, propagate_backward_time: 35.0461082458, weight_update_time: 0.0796597451, other_time: 1.5756034851
epoch time: 5.4247255325s, input_fired_time: 0.0616729893, output_fired_time: 0.0000000000, propagate_forward_time: 5.0916042328, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2714481354
validation[          , genome  6934] predictions:    9685/  10000 (96.85%), best:    9757/10000 (97.57%), error:      1072.07849, best error:       800.28577 on epoch:    60, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 63.5292396545s, input_fired_time: 0.5981178284, output_fired_time: 0.3763172328, propagate_forward_time: 25.6823406219, propagate_backward_time: 35.2832412720, weight_update_time: 0.0802142471, other_time: 1.5892257690
epoch time: 5.4711670876s, input_fired_time: 0.0640318990, output_fired_time: 0.0000000000, propagate_forward_time: 5.1236624718, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2834725380
validation[          , genome  6934] predictions:    9671/  10000 (96.71%), best:    9757/10000 (97.57%), error:      1045.87793, best error:       800.28577 on epoch:    60, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 63.8401184082s, input_fired_time: 0.5821679831, output_fired_time: 0.3772436380, propagate_forward_time: 25.8619995117, propagate_backward_time: 35.4367485046, weight_update_time: 0.0800091177, other_time: 1.5819587708
epoch time: 5.4276752472s, input_fired_time: 0.0623905696, output_fired_time: 0.0000000000, propagate_forward_time: 5.0920176506, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2732667923
validation[          , genome  6934] predictions:    9725/  10000 (97.25%), best:    9757/10000 (97.57%), error:       886.67041, best error:       800.28577 on epoch:    60, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 63.8397598267s, input_fired_time: 0.5920557976, output_fired_time: 0.3772368133, propagate_forward_time: 25.8699016571, propagate_backward_time: 35.4039230347, weight_update_time: 0.0802119523, other_time: 1.5966415405
epoch time: 5.4777340889s, input_fired_time: 0.0636439845, output_fired_time: 0.0000000000, propagate_forward_time: 5.1384496689, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2756404877
validation[          , genome  6934] predictions:    9758/  10000 (97.58%), best:    9757/10000 (97.57%), error:       833.20709, best error:       800.28577 on epoch:    60, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 63.6197471619s, input_fired_time: 0.5920557976, output_fired_time: 0.3768670857, propagate_forward_time: 25.7929210663, propagate_backward_time: 35.2453880310, weight_update_time: 0.0805744901, other_time: 1.6125144958
epoch time: 5.4310808182s, input_fired_time: 0.0630137622, output_fired_time: 0.0000000000, propagate_forward_time: 5.0925207138, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2755465508
validation[          , genome  6934] predictions:    9724/  10000 (97.24%), best:    9757/10000 (97.57%), error:       888.86115, best error:       800.28577 on epoch:    60, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 63.5503692627s, input_fired_time: 0.5907971859, output_fired_time: 0.3756429553, propagate_forward_time: 25.6582031250, propagate_backward_time: 35.3108940125, weight_update_time: 0.0803322047, other_time: 1.6148300171
epoch time: 5.4942998886s, input_fired_time: 0.0658118948, output_fired_time: 0.0000000000, propagate_forward_time: 5.1434178352, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2850699425
validation[          , genome  6934] predictions:    9714/  10000 (97.14%), best:    9757/10000 (97.57%), error:       974.13763, best error:       800.28577 on epoch:    60, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 63.8340873718s, input_fired_time: 0.5962518454, output_fired_time: 0.3775409460, propagate_forward_time: 25.8265171051, propagate_backward_time: 35.3781280518, weight_update_time: 0.0813666582, other_time: 1.6556472778
epoch time: 5.5800061226s, input_fired_time: 0.0645487458, output_fired_time: 0.0000000000, propagate_forward_time: 5.2317676544, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2836894989
validation[          , genome  6934] predictions:    9682/  10000 (96.82%), best:    9757/10000 (97.57%), error:      1018.05438, best error:       800.28577 on epoch:    60, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 63.2666320801s, input_fired_time: 0.5849791765, output_fired_time: 0.3756698668, propagate_forward_time: 25.6581611633, propagate_backward_time: 35.0644836426, weight_update_time: 0.0803166777, other_time: 1.5833358765
epoch time: 5.4838719368s, input_fired_time: 0.0651188195, output_fired_time: 0.0000000000, propagate_forward_time: 5.1377220154, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2810311317
validation[          , genome  6934] predictions:    9743/  10000 (97.43%), best:    9757/10000 (97.57%), error:       851.56342, best error:       800.28577 on epoch:    60, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 63.8930587769s, input_fired_time: 0.6024001241, output_fired_time: 0.3787346482, propagate_forward_time: 25.7916793823, propagate_backward_time: 35.5049819946, weight_update_time: 0.0806116685, other_time: 1.6152610779
epoch time: 5.5375485420s, input_fired_time: 0.0637663081, output_fired_time: 0.0000000000, propagate_forward_time: 5.1961541176, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2776279449
validation[          , genome  6934] predictions:    9719/  10000 (97.19%), best:    9757/10000 (97.57%), error:       943.17267, best error:       800.28577 on epoch:    60, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 63.4145317078s, input_fired_time: 0.5903409123, output_fired_time: 0.3772196472, propagate_forward_time: 25.6473789215, propagate_backward_time: 35.1955451965, weight_update_time: 0.0802282244, other_time: 1.6040458679
epoch time: 5.4572372437s, input_fired_time: 0.0637169257, output_fired_time: 0.0000000000, propagate_forward_time: 5.1180286407, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2754917145
validation[          , genome  6934] predictions:    9758/  10000 (97.58%), best:    9757/10000 (97.57%), error:       827.50446, best error:       800.28577 on epoch:    60, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 63.3428001404s, input_fired_time: 0.5901696086, output_fired_time: 0.3756943047, propagate_forward_time: 25.6275177002, propagate_backward_time: 35.1453437805, weight_update_time: 0.0801632702, other_time: 1.6040763855
epoch time: 5.6129174232s, input_fired_time: 0.0667904019, output_fired_time: 0.0000000000, propagate_forward_time: 5.2606277466, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2854990959
validation[          , genome  6934] predictions:    9740/  10000 (97.40%), best:    9757/10000 (97.57%), error:       899.94324, best error:       800.28577 on epoch:    60, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 63.2778892517s, input_fired_time: 0.5866672397, output_fired_time: 0.3754171729, propagate_forward_time: 25.5900688171, propagate_backward_time: 35.1370620728, weight_update_time: 0.0798172653, other_time: 1.5886764526
epoch time: 5.4815578461s, input_fired_time: 0.0641929582, output_fired_time: 0.0000000000, propagate_forward_time: 5.1380443573, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2793207169
validation[          , genome  6934] predictions:    9753/  10000 (97.53%), best:    9757/10000 (97.57%), error:       817.71753, best error:       800.28577 on epoch:    60, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 63.5476493835s, input_fired_time: 0.5934845805, output_fired_time: 0.3752010465, propagate_forward_time: 25.6601276398, propagate_backward_time: 35.3152122498, weight_update_time: 0.0806219503, other_time: 1.6036262512
epoch time: 5.5527677536s, input_fired_time: 0.0645004883, output_fired_time: 0.0000000000, propagate_forward_time: 5.2066779137, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2815895081
validation[          , genome  6934] predictions:    9719/  10000 (97.19%), best:    9757/10000 (97.57%), error:       904.19415, best error:       800.28577 on epoch:    60, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 63.3835372925s, input_fired_time: 0.5865460634, output_fired_time: 0.3746133149, propagate_forward_time: 25.6214923859, propagate_backward_time: 35.2152671814, weight_update_time: 0.0796442628, other_time: 1.5856132507
epoch time: 5.4341039658s, input_fired_time: 0.0632575527, output_fired_time: 0.0000000000, propagate_forward_time: 5.1014456749, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2694005966
validation[          , genome  6934] predictions:    9734/  10000 (97.34%), best:    9757/10000 (97.57%), error:       915.07257, best error:       800.28577 on epoch:    60, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 64.0614776611s, input_fired_time: 0.6038092375, output_fired_time: 0.3794715405, propagate_forward_time: 25.9039897919, propagate_backward_time: 35.5391769409, weight_update_time: 0.0820655897, other_time: 1.6350326538
epoch time: 5.5772271156s, input_fired_time: 0.0670574829, output_fired_time: 0.0000000000, propagate_forward_time: 5.2231636047, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2870059013
validation[          , genome  6934] predictions:    9735/  10000 (97.35%), best:    9757/10000 (97.57%), error:       878.69849, best error:       800.28577 on epoch:    60, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 63.2931671143s, input_fired_time: 0.5851640701, output_fired_time: 0.3764034808, propagate_forward_time: 25.6279144287, propagate_backward_time: 35.1270751953, weight_update_time: 0.0800945461, other_time: 1.5766105652
epoch time: 5.4356069565s, input_fired_time: 0.0623184182, output_fired_time: 0.0000000000, propagate_forward_time: 5.1000285149, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2732601166
validation[          , genome  6934] predictions:    9747/  10000 (97.47%), best:    9757/10000 (97.57%), error:       844.01318, best error:       800.28577 on epoch:    60, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 63.6282730103s, input_fired_time: 0.5925276279, output_fired_time: 0.3753491342, propagate_forward_time: 25.7253513336, propagate_backward_time: 35.2974433899, weight_update_time: 0.0806737542, other_time: 1.6375999451
epoch time: 5.4742469788s, input_fired_time: 0.0658723265, output_fired_time: 0.0000000000, propagate_forward_time: 5.1279783249, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2803964615
validation[          , genome  6934] predictions:    9751/  10000 (97.51%), best:    9757/10000 (97.57%), error:       859.77106, best error:       800.28577 on epoch:    60, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 63.3461532593s, input_fired_time: 0.5980789661, output_fired_time: 0.3754643500, propagate_forward_time: 25.6290512085, propagate_backward_time: 35.1389274597, weight_update_time: 0.0805943832, other_time: 1.6046295166
epoch time: 5.4732556343s, input_fired_time: 0.0669522062, output_fired_time: 0.0000000000, propagate_forward_time: 5.1248807907, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2814226151
validation[          , genome  6934] predictions:    9737/  10000 (97.37%), best:    9757/10000 (97.57%), error:       863.88098, best error:       800.28577 on epoch:    60, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 63.2771568298s, input_fired_time: 0.5877695084, output_fired_time: 0.3744472265, propagate_forward_time: 25.6278896332, propagate_backward_time: 35.0971908569, weight_update_time: 0.0797830969, other_time: 1.5898590088
epoch time: 5.4402432442s, input_fired_time: 0.0636549145, output_fired_time: 0.0000000000, propagate_forward_time: 5.1023640633, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2742242813
validation[          , genome  6934] predictions:    9755/  10000 (97.55%), best:    9757/10000 (97.57%), error:       809.93378, best error:       800.28577 on epoch:    60, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 63.3090438843s, input_fired_time: 0.5894253254, output_fired_time: 0.3748754561, propagate_forward_time: 25.6276149750, propagate_backward_time: 35.1274108887, weight_update_time: 0.0801491216, other_time: 1.5897216797
epoch time: 5.4598679543s, input_fired_time: 0.0637998283, output_fired_time: 0.0000000000, propagate_forward_time: 5.1235017776, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2725663185
validation[          , genome  6934] predictions:    9749/  10000 (97.49%), best:    9757/10000 (97.57%), error:       884.30005, best error:       800.28577 on epoch:    60, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 63.3287849426s, input_fired_time: 0.5908362269, output_fired_time: 0.3747092485, propagate_forward_time: 25.6620941162, propagate_backward_time: 35.1003646851, weight_update_time: 0.0798830613, other_time: 1.6007804871
epoch time: 5.4934043884s, input_fired_time: 0.0657932833, output_fired_time: 0.0000000000, propagate_forward_time: 5.1449289322, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2826819420
validation[          , genome  6934] predictions:    9744/  10000 (97.44%), best:    9757/10000 (97.57%), error:       845.01947, best error:       800.28577 on epoch:    60, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 63.6949272156s, input_fired_time: 0.5954254866, output_fired_time: 0.3773153424, propagate_forward_time: 25.7063236237, propagate_backward_time: 35.3924064636, weight_update_time: 0.0808993876, other_time: 1.6234550476
epoch time: 5.4493818283s, input_fired_time: 0.0638973564, output_fired_time: 0.0000000000, propagate_forward_time: 5.1100325584, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2754521370
validation[          , genome  6934] predictions:    9744/  10000 (97.44%), best:    9757/10000 (97.57%), error:       874.73706, best error:       800.28577 on epoch:    60, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 63.4991188049s, input_fired_time: 0.5963967443, output_fired_time: 0.3775885701, propagate_forward_time: 25.6622695923, propagate_backward_time: 35.2489814758, weight_update_time: 0.0813586041, other_time: 1.6138801575
epoch time: 5.4664006233s, input_fired_time: 0.0643896013, output_fired_time: 0.0000000000, propagate_forward_time: 5.1192770004, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2827339172
validation[          , genome  6934] predictions:    9738/  10000 (97.38%), best:    9757/10000 (97.57%), error:       873.20239, best error:       800.28577 on epoch:    60, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 63.3073959351s, input_fired_time: 0.5874053240, output_fired_time: 0.3749929667, propagate_forward_time: 25.6335468292, propagate_backward_time: 35.1126327515, weight_update_time: 0.0799318776, other_time: 1.5988159180
epoch time: 5.4766349792s, input_fired_time: 0.0659262016, output_fired_time: 0.0000000000, propagate_forward_time: 5.1284379959, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2822709084
validation[          , genome  6934] predictions:    9752/  10000 (97.52%), best:    9757/10000 (97.57%), error:       864.98865, best error:       800.28577 on epoch:    60, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 63.4502716064s, input_fired_time: 0.5947823524, output_fired_time: 0.3745925128, propagate_forward_time: 25.6908855438, propagate_backward_time: 35.2062568665, weight_update_time: 0.0797772557, other_time: 1.5837516785
epoch time: 5.4525408745s, input_fired_time: 0.0648322776, output_fired_time: 0.0000000000, propagate_forward_time: 5.1107659340, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2769427299
validation[          , genome  6934] predictions:    9732/  10000 (97.32%), best:    9757/10000 (97.57%), error:       881.20227, best error:       800.28577 on epoch:    60, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 63.5707283020s, input_fired_time: 0.6241506338, output_fired_time: 0.3756509423, propagate_forward_time: 25.7194690704, propagate_backward_time: 35.2493438721, weight_update_time: 0.0806129798, other_time: 1.6021118164
epoch time: 5.5035967827s, input_fired_time: 0.0665930286, output_fired_time: 0.0000000000, propagate_forward_time: 5.1531748772, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2838287354
validation[          , genome  6934] predictions:    9746/  10000 (97.46%), best:    9757/10000 (97.57%), error:       869.35480, best error:       800.28577 on epoch:    60, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 63.7583694458s, input_fired_time: 0.5999768376, output_fired_time: 0.3902140260, propagate_forward_time: 25.8184909821, propagate_backward_time: 35.2901687622, weight_update_time: 0.0802975744, other_time: 1.6595230103
epoch time: 5.4368801117s, input_fired_time: 0.0631555170, output_fired_time: 0.0000000000, propagate_forward_time: 5.1039447784, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2697796822
validation[          , genome  6934] predictions:    9735/  10000 (97.35%), best:    9757/10000 (97.57%), error:       900.98694, best error:       800.28577 on epoch:    60, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 63.0743675232s, input_fired_time: 0.5875527263, output_fired_time: 0.3741409779, propagate_forward_time: 25.5397605896, propagate_backward_time: 34.9967041016, weight_update_time: 0.0795785785, other_time: 1.5762100220
epoch time: 5.5758070946s, input_fired_time: 0.0663948059, output_fired_time: 0.0000000000, propagate_forward_time: 5.2245931625, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2848191261
validation[          , genome  6934] predictions:    9721/  10000 (97.21%), best:    9757/10000 (97.57%), error:       950.12189, best error:       800.28577 on epoch:    60, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 63.5669593811s, input_fired_time: 0.6044475436, output_fired_time: 0.3782076240, propagate_forward_time: 25.7337799072, propagate_backward_time: 35.2304763794, weight_update_time: 0.0810630098, other_time: 1.6200485229
epoch time: 5.4839005470s, input_fired_time: 0.0663440377, output_fired_time: 0.0000000000, propagate_forward_time: 5.1341528893, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2834033966
validation[          , genome  6934] predictions:    9755/  10000 (97.55%), best:    9757/10000 (97.57%), error:       846.35382, best error:       800.28577 on epoch:    60, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 63.3904151917s, input_fired_time: 0.5951341987, output_fired_time: 0.3771609366, propagate_forward_time: 25.6822528839, propagate_backward_time: 35.1288490295, weight_update_time: 0.0803779215, other_time: 1.6070213318
epoch time: 5.4516496658s, input_fired_time: 0.0640026554, output_fired_time: 0.0000000000, propagate_forward_time: 5.1166739464, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2709732056
validation[          , genome  6934] predictions:    9695/  10000 (96.95%), best:    9757/10000 (97.57%), error:      1048.30920, best error:       800.28577 on epoch:    60, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 63.4585533142s, input_fired_time: 0.5974329114, output_fired_time: 0.3774827421, propagate_forward_time: 25.7223854065, propagate_backward_time: 35.1658439636, weight_update_time: 0.0801635757, other_time: 1.5954093933
epoch time: 5.4822821617s, input_fired_time: 0.0661624670, output_fired_time: 0.0000000000, propagate_forward_time: 5.1351237297, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2809958458
validation[          , genome  6934] predictions:    9742/  10000 (97.42%), best:    9757/10000 (97.57%), error:       847.33752, best error:       800.28577 on epoch:    60, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 63.4315147400s, input_fired_time: 0.6009569168, output_fired_time: 0.3772562742, propagate_forward_time: 25.6202735901, propagate_backward_time: 35.2325401306, weight_update_time: 0.0803059638, other_time: 1.6004905701
epoch time: 5.4766573906s, input_fired_time: 0.0658459812, output_fired_time: 0.0000000000, propagate_forward_time: 5.1285161972, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2822952271
validation[          , genome  6934] predictions:    9743/  10000 (97.43%), best:    9757/10000 (97.57%), error:       854.20886, best error:       800.28577 on epoch:    60, epoch:  100/100, mu: 0.9870989323, learning_rate: 0.0000740065, weight_decay: 0.0000029603

evaluating best weights on full training data.
evaluting training set with running mean/variance:
epoch time: 27.4132709503s, input_fired_time: 0.3271498680, output_fired_time: 0.0000000000, propagate_forward_time: 25.6252346039, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4608860016
best training[          , genome  6934] predictions:   49502/  50000 (99.00%), best:    9757/10000 (97.57%), error:      1888.34656, best error:       800.28577 on epoch:    60, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
evaluating best weights on test data.
evaluting test set with running mean/variance:
epoch time: 5.4737191200s, input_fired_time: 0.0636725053, output_fired_time: 0.0000000000, propagate_forward_time: 5.1263551712, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2836914062
   testing[          , genome  6934] predictions:    9781/  10000 (97.81%), best:    9757/10000 (97.57%), error:       758.52716, best error:       800.28577 on epoch:    60, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
02:54:45 (26459): called boinc_finish(0)

</stderr_txt>
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