Nameexact_genome_1512568488_44_2250_1
Workunit2582578
Created6 Dec 2017, 22:51:05 UTC
Sent6 Dec 2017, 22:56:04 UTC
Report deadline8 Dec 2017, 5:42:48 UTC
Received6 Dec 2017, 23:44:08 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID54172
Run time47 min 46 sec
CPU time47 min 39 sec
Validate stateValid
Credit320.62
Device peak FLOPS3.27 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size147.89 MB
Peak swap size150.28 MB
Peak disk usage0.94 MB

Stderr output

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

epoch time: 25.8444137573s, input_fired_time: 0.1594701409, output_fired_time: 0.1020067856, propagate_forward_time: 11.4922027588, propagate_backward_time: 12.3313808441, weight_update_time: 0.0822804347, other_time: 1.7593536377
epoch time: 2.6410005093s, input_fired_time: 0.0193856917, output_fired_time: 0.0000000000, propagate_forward_time: 2.2972054482, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3244094849
validation[          , genome  2250] predictions:    9366/  10000 (93.66%), best:    9366/10000 (93.66%), error:      2160.14600, best error:      2160.14600 on epoch:    14, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 25.9690895081s, input_fired_time: 0.1608838141, output_fired_time: 0.1059770212, propagate_forward_time: 11.4775533676, propagate_backward_time: 12.4293642044, weight_update_time: 0.0828073993, other_time: 1.7953128815
epoch time: 2.6339285374s, input_fired_time: 0.0193420965, output_fired_time: 0.0000000000, propagate_forward_time: 2.2931704521, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3214159012
validation[          , genome  2250] predictions:    9356/  10000 (93.56%), best:    9356/10000 (93.56%), error:      2134.60815, best error:      2134.60815 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 25.9501056671s, input_fired_time: 0.1602079272, output_fired_time: 0.1064039022, propagate_forward_time: 11.4712743759, propagate_backward_time: 12.4518156052, weight_update_time: 0.0822230801, other_time: 1.7604045868
epoch time: 2.6448450089s, input_fired_time: 0.0191246457, output_fired_time: 0.0000000000, propagate_forward_time: 2.2979221344, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3277981281
validation[          , genome  2250] predictions:    9342/  10000 (93.42%), best:    9356/10000 (93.56%), error:      2198.72241, best error:      2134.60815 on epoch:    15, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 25.9877796173s, input_fired_time: 0.1600274444, output_fired_time: 0.1067638174, propagate_forward_time: 11.4695854187, propagate_backward_time: 12.4548606873, weight_update_time: 0.0823158175, other_time: 1.7965431213
epoch time: 2.6362974644s, input_fired_time: 0.0187140945, output_fired_time: 0.0000000000, propagate_forward_time: 2.2949035168, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3226797581
validation[          , genome  2250] predictions:    9363/  10000 (93.63%), best:    9356/10000 (93.56%), error:      2143.64893, best error:      2134.60815 on epoch:    15, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 24.1130237579s, input_fired_time: 0.1540324092, output_fired_time: 0.0994060487, propagate_forward_time: 10.5434522629, propagate_backward_time: 11.6038208008, weight_update_time: 0.0774742737, other_time: 1.7123136520
epoch time: 2.6303191185s, input_fired_time: 0.0198359825, output_fired_time: 0.0000000000, propagate_forward_time: 2.2916891575, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3187940121
validation[          , genome  2250] predictions:    9371/  10000 (93.71%), best:    9356/10000 (93.56%), error:      2198.01709, best error:      2134.60815 on epoch:    15, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 26.0551071167s, input_fired_time: 0.1614377797, output_fired_time: 0.1062093824, propagate_forward_time: 11.4886798859, propagate_backward_time: 12.4800968170, weight_update_time: 0.0833563954, other_time: 1.8186836243
epoch time: 2.6344828606s, input_fired_time: 0.0192129109, output_fired_time: 0.0000000000, propagate_forward_time: 2.2880325317, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3272373676
validation[          , genome  2250] predictions:    9384/  10000 (93.84%), best:    9384/10000 (93.84%), error:      2085.97412, best error:      2085.97412 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 25.9243106842s, input_fired_time: 0.1606203765, output_fired_time: 0.1066056639, propagate_forward_time: 11.4648637772, propagate_backward_time: 12.4369707108, weight_update_time: 0.0819232166, other_time: 1.7552509308
epoch time: 2.6374332905s, input_fired_time: 0.0191592816, output_fired_time: 0.0000000000, propagate_forward_time: 2.2982397079, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3200342655
validation[          , genome  2250] predictions:    9360/  10000 (93.60%), best:    9384/10000 (93.84%), error:      2123.00049, best error:      2085.97412 on epoch:    19, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 25.9006843567s, input_fired_time: 0.1607760042, output_fired_time: 0.1056156904, propagate_forward_time: 11.4362668991, propagate_backward_time: 12.4084653854, weight_update_time: 0.0819312111, other_time: 1.7895603180
epoch time: 2.6421201229s, input_fired_time: 0.0195020493, output_fired_time: 0.0000000000, propagate_forward_time: 2.2932753563, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3293426037
validation[          , genome  2250] predictions:    9358/  10000 (93.58%), best:    9384/10000 (93.84%), error:      2141.13086, best error:      2085.97412 on epoch:    19, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 24.3326034546s, input_fired_time: 0.1552104950, output_fired_time: 0.1008186862, propagate_forward_time: 10.6655578613, propagate_backward_time: 11.7096052170, weight_update_time: 0.0769078285, other_time: 1.7014112473
epoch time: 2.5343575478s, input_fired_time: 0.0189021938, output_fired_time: 0.0000000000, propagate_forward_time: 2.2015013695, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3139538765
validation[          , genome  2250] predictions:    9351/  10000 (93.51%), best:    9384/10000 (93.84%), error:      2158.54688, best error:      2085.97412 on epoch:    19, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 22.1793231964s, input_fired_time: 0.1483036280, output_fired_time: 0.0923544765, propagate_forward_time: 9.5929288864, propagate_backward_time: 10.6989622116, weight_update_time: 0.0706447661, other_time: 1.6467742920
epoch time: 2.6040642262s, input_fired_time: 0.0189754553, output_fired_time: 0.0000000000, propagate_forward_time: 2.2577290535, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3273596764
validation[          , genome  2250] predictions:    9277/  10000 (92.77%), best:    9384/10000 (93.84%), error:      2359.06250, best error:      2085.97412 on epoch:    19, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 25.7698993683s, input_fired_time: 0.1604899764, output_fired_time: 0.1066967323, propagate_forward_time: 11.3752317429, propagate_backward_time: 12.3650684357, weight_update_time: 0.0816866830, other_time: 1.7624120712
epoch time: 2.6354858875s, input_fired_time: 0.0192813482, output_fired_time: 0.0000000000, propagate_forward_time: 2.2956554890, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3205490112
validation[          , genome  2250] predictions:    9356/  10000 (93.56%), best:    9384/10000 (93.84%), error:      2202.18335, best error:      2085.97412 on epoch:    19, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 25.9769229889s, input_fired_time: 0.1605510712, output_fired_time: 0.1067076921, propagate_forward_time: 11.4831132889, propagate_backward_time: 12.4498500824, weight_update_time: 0.0819346756, other_time: 1.7767000198
epoch time: 2.6817913055s, input_fired_time: 0.0194837973, output_fired_time: 0.0000000000, propagate_forward_time: 2.3313245773, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3309829235
validation[          , genome  2250] predictions:    9383/  10000 (93.83%), best:    9384/10000 (93.84%), error:      2097.59741, best error:      2085.97412 on epoch:    19, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 25.9637603760s, input_fired_time: 0.1612368226, output_fired_time: 0.1067658216, propagate_forward_time: 11.4751949310, propagate_backward_time: 12.4488992691, weight_update_time: 0.0821820572, other_time: 1.7716627121
epoch time: 2.6346960068s, input_fired_time: 0.0195353460, output_fired_time: 0.0000000000, propagate_forward_time: 2.2947676182, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3203930855
validation[          , genome  2250] predictions:    9382/  10000 (93.82%), best:    9384/10000 (93.84%), error:      2090.99634, best error:      2085.97412 on epoch:    19, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 25.9594497681s, input_fired_time: 0.1608214974, output_fired_time: 0.1066479012, propagate_forward_time: 11.4666891098, propagate_backward_time: 12.4405555725, weight_update_time: 0.0826246217, other_time: 1.7847356796
epoch time: 2.6950860023s, input_fired_time: 0.0202698726, output_fired_time: 0.0000000000, propagate_forward_time: 2.3397085667, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3351075649
validation[          , genome  2250] predictions:    9363/  10000 (93.63%), best:    9363/10000 (93.63%), error:      2057.56763, best error:      2057.56763 on epoch:    27, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 26.3016242981s, input_fired_time: 0.1652950495, output_fired_time: 0.1075588465, propagate_forward_time: 11.5966281891, propagate_backward_time: 12.6161203384, weight_update_time: 0.0822752491, other_time: 1.8160219193
epoch time: 2.6296541691s, input_fired_time: 0.0192479491, output_fired_time: 0.0000000000, propagate_forward_time: 2.2893035412, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3211026192
validation[          , genome  2250] predictions:    9403/  10000 (94.03%), best:    9403/10000 (94.03%), error:      2027.75696, best error:      2027.75696 on epoch:    28, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 25.4895381927s, input_fired_time: 0.1612249464, output_fired_time: 0.1042327434, propagate_forward_time: 11.2271108627, propagate_backward_time: 12.2304658890, weight_update_time: 0.0807820112, other_time: 1.7665042877
epoch time: 2.6452760696s, input_fired_time: 0.0198145565, output_fired_time: 0.0000000000, propagate_forward_time: 2.2947015762, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3307600021
validation[          , genome  2250] predictions:    9398/  10000 (93.98%), best:    9398/10000 (93.98%), error:      2014.49915, best error:      2014.49915 on epoch:    29, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 25.8373279572s, input_fired_time: 0.1614841968, output_fired_time: 0.1057995930, propagate_forward_time: 11.3829708099, propagate_backward_time: 12.3928127289, weight_update_time: 0.0818264857, other_time: 1.7942619324
epoch time: 2.5803909302s, input_fired_time: 0.0194824524, output_fired_time: 0.0000000000, propagate_forward_time: 2.2356257439, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3252828121
validation[          , genome  2250] predictions:    9413/  10000 (94.13%), best:    9413/10000 (94.13%), error:      1984.31628, best error:      1984.31628 on epoch:    30, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 25.9946842194s, input_fired_time: 0.1619458199, output_fired_time: 0.1072515398, propagate_forward_time: 11.4695539474, propagate_backward_time: 12.4881305695, weight_update_time: 0.0823832825, other_time: 1.7678022385
epoch time: 2.6413631439s, input_fired_time: 0.0195493996, output_fired_time: 0.0000000000, propagate_forward_time: 2.2949826717, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3268311024
validation[          , genome  2250] predictions:    9381/  10000 (93.81%), best:    9413/10000 (94.13%), error:      2042.46387, best error:      1984.31628 on epoch:    30, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 26.0946159363s, input_fired_time: 0.1635573059, output_fired_time: 0.1071242616, propagate_forward_time: 11.5123653412, propagate_backward_time: 12.5029373169, weight_update_time: 0.0832386911, other_time: 1.8086318970
epoch time: 2.6909887791s, input_fired_time: 0.0197637454, output_fired_time: 0.0000000000, propagate_forward_time: 2.3394594193, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3317656517
validation[          , genome  2250] predictions:    9402/  10000 (94.02%), best:    9413/10000 (94.13%), error:      2025.70801, best error:      1984.31628 on epoch:    30, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 27.4996948242s, input_fired_time: 0.1757656932, output_fired_time: 0.1116684973, propagate_forward_time: 12.1717014313, propagate_backward_time: 13.1682167053, weight_update_time: 0.0855036825, other_time: 1.8723430634
epoch time: 2.6255073547s, input_fired_time: 0.0195560865, output_fired_time: 0.0000000000, propagate_forward_time: 2.2905898094, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3153614998
validation[          , genome  2250] predictions:    9413/  10000 (94.13%), best:    9413/10000 (94.13%), error:      1978.17700, best error:      1978.17700 on epoch:    33, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 26.3153114319s, input_fired_time: 0.1660340577, output_fired_time: 0.1068485379, propagate_forward_time: 11.6340770721, propagate_backward_time: 12.5987148285, weight_update_time: 0.0826063752, other_time: 1.8096370697
epoch time: 2.6427464485s, input_fired_time: 0.0195626244, output_fired_time: 0.0000000000, propagate_forward_time: 2.2961950302, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3269886971
validation[          , genome  2250] predictions:    9377/  10000 (93.77%), best:    9413/10000 (94.13%), error:      2089.07178, best error:      1978.17700 on epoch:    33, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 24.2497863770s, input_fired_time: 0.1558032036, output_fired_time: 0.1006604582, propagate_forward_time: 10.6227130890, propagate_backward_time: 11.6823263168, weight_update_time: 0.0771042630, other_time: 1.6882829666
epoch time: 1.7140455246s, input_fired_time: 0.0153533174, output_fired_time: 0.0000000000, propagate_forward_time: 1.4448521137, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2538400888
validation[          , genome  2250] predictions:    9395/  10000 (93.95%), best:    9413/10000 (94.13%), error:      1993.14929, best error:      1978.17700 on epoch:    33, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 17.6403808594s, input_fired_time: 0.1305078268, output_fired_time: 0.0741484761, propagate_forward_time: 7.3789591789, propagate_backward_time: 8.6073150635, weight_update_time: 0.0561815538, other_time: 1.4494495392
epoch time: 1.7286789417s, input_fired_time: 0.0157146491, output_fired_time: 0.0000000000, propagate_forward_time: 1.4506890774, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2622752190
validation[          , genome  2250] predictions:    9389/  10000 (93.89%), best:    9413/10000 (94.13%), error:      2019.32190, best error:      1978.17700 on epoch:    33, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 20.8580017090s, input_fired_time: 0.1438820064, output_fired_time: 0.0870615542, propagate_forward_time: 8.9693517685, propagate_backward_time: 10.0992250443, weight_update_time: 0.0672373176, other_time: 1.5584812164
epoch time: 2.6293051243s, input_fired_time: 0.0195875280, output_fired_time: 0.0000000000, propagate_forward_time: 2.2895674706, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3201501369
validation[          , genome  2250] predictions:    9409/  10000 (94.09%), best:    9409/10000 (94.09%), error:      1955.09094, best error:      1955.09094 on epoch:    37, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 24.7212562561s, input_fired_time: 0.1570922136, output_fired_time: 0.1014956012, propagate_forward_time: 10.8665027618, propagate_backward_time: 11.8774499893, weight_update_time: 0.0786521435, other_time: 1.7187147141
epoch time: 2.3058991432s, input_fired_time: 0.0181377735, output_fired_time: 0.0000000000, propagate_forward_time: 1.9852087498, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3025527000
validation[          , genome  2250] predictions:    9365/  10000 (93.65%), best:    9409/10000 (94.09%), error:      2105.68604, best error:      1955.09094 on epoch:    37, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 23.4981422424s, input_fired_time: 0.1532603353, output_fired_time: 0.0981901512, propagate_forward_time: 10.2358942032, propagate_backward_time: 11.3238544464, weight_update_time: 0.0748051032, other_time: 1.6869421005
epoch time: 2.1107943058s, input_fired_time: 0.0172483809, output_fired_time: 0.0000000000, propagate_forward_time: 1.8117790222, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2817668915
validation[          , genome  2250] predictions:    9404/  10000 (94.04%), best:    9409/10000 (94.09%), error:      2014.92688, best error:      1955.09094 on epoch:    37, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 25.3655738831s, input_fired_time: 0.1590544283, output_fired_time: 0.1012644470, propagate_forward_time: 11.2423362732, propagate_backward_time: 12.1398916245, weight_update_time: 0.0811367109, other_time: 1.7230272293
epoch time: 2.4369106293s, input_fired_time: 0.0184794273, output_fired_time: 0.0000000000, propagate_forward_time: 2.1143088341, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3041224480
validation[          , genome  2250] predictions:    9386/  10000 (93.86%), best:    9409/10000 (94.09%), error:      2069.59424, best error:      1955.09094 on epoch:    37, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 26.0184822083s, input_fired_time: 0.1624387652, output_fired_time: 0.1070947573, propagate_forward_time: 11.4826145172, propagate_backward_time: 12.4668331146, weight_update_time: 0.0829955414, other_time: 1.7995014191
epoch time: 2.6657373905s, input_fired_time: 0.0201147273, output_fired_time: 0.0000000000, propagate_forward_time: 2.3101856709, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3354370594
validation[          , genome  2250] predictions:    9400/  10000 (94.00%), best:    9409/10000 (94.09%), error:      2003.27014, best error:      1955.09094 on epoch:    37, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 25.6699485779s, input_fired_time: 0.1617231965, output_fired_time: 0.1024646237, propagate_forward_time: 11.3812446594, propagate_backward_time: 12.2767734528, weight_update_time: 0.0819412097, other_time: 1.7477416992
epoch time: 2.6165196896s, input_fired_time: 0.0193867739, output_fired_time: 0.0000000000, propagate_forward_time: 2.2783050537, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3188278675
validation[          , genome  2250] predictions:    9362/  10000 (93.62%), best:    9409/10000 (94.09%), error:      2122.10352, best error:      1955.09094 on epoch:    37, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 25.8402462006s, input_fired_time: 0.1626472473, output_fired_time: 0.1065130606, propagate_forward_time: 11.4007625580, propagate_backward_time: 12.3847780228, weight_update_time: 0.0819424093, other_time: 1.7855443954
epoch time: 2.6251127720s, input_fired_time: 0.0199730303, output_fired_time: 0.0000000000, propagate_forward_time: 2.2791075706, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3260321617
validation[          , genome  2250] predictions:    9420/  10000 (94.20%), best:    9420/10000 (94.20%), error:      1941.22205, best error:      1941.22205 on epoch:    43, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 25.8156452179s, input_fired_time: 0.1632030457, output_fired_time: 0.1069002599, propagate_forward_time: 11.3977870941, propagate_backward_time: 12.3890571594, weight_update_time: 0.0824357197, other_time: 1.7586975098
epoch time: 2.6212949753s, input_fired_time: 0.0201549400, output_fired_time: 0.0000000000, propagate_forward_time: 2.2787282467, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3224117756
validation[          , genome  2250] predictions:    9385/  10000 (93.85%), best:    9420/10000 (94.20%), error:      2016.06165, best error:      1941.22205 on epoch:    43, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 25.7809219360s, input_fired_time: 0.1631244421, output_fired_time: 0.1063084528, propagate_forward_time: 11.3685178757, propagate_backward_time: 12.3616781235, weight_update_time: 0.0817672089, other_time: 1.7812938690
epoch time: 2.0123822689s, input_fired_time: 0.0180140752, output_fired_time: 0.0000000000, propagate_forward_time: 1.7066580057, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2877101898
validation[          , genome  2250] predictions:    9378/  10000 (93.78%), best:    9420/10000 (94.20%), error:      2099.23999, best error:      1941.22205 on epoch:    43, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 25.8734493256s, input_fired_time: 0.1621054858, output_fired_time: 0.1046975777, propagate_forward_time: 11.4575042725, propagate_backward_time: 12.3995370865, weight_update_time: 0.0816080794, other_time: 1.7496042252
epoch time: 2.6237545013s, input_fired_time: 0.0200319029, output_fired_time: 0.0000000000, propagate_forward_time: 2.2893137932, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3144087791
validation[          , genome  2250] predictions:    9390/  10000 (93.90%), best:    9420/10000 (94.20%), error:      2040.25659, best error:      1941.22205 on epoch:    43, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 25.8422870636s, input_fired_time: 0.1610425115, output_fired_time: 0.1033912674, propagate_forward_time: 11.4582386017, propagate_backward_time: 12.3525619507, weight_update_time: 0.0820728838, other_time: 1.7670516968
epoch time: 2.6392853260s, input_fired_time: 0.0197741967, output_fired_time: 0.0000000000, propagate_forward_time: 2.2942385674, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3252725601
validation[          , genome  2250] predictions:    9354/  10000 (93.54%), best:    9420/10000 (94.20%), error:      2125.55640, best error:      1941.22205 on epoch:    43, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 25.9223690033s, input_fired_time: 0.1628946066, output_fired_time: 0.1062931865, propagate_forward_time: 11.4639081955, propagate_backward_time: 12.4278907776, weight_update_time: 0.0819693729, other_time: 1.7613821030
epoch time: 2.6318554878s, input_fired_time: 0.0199753363, output_fired_time: 0.0000000000, propagate_forward_time: 2.2920284271, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3198516369
validation[          , genome  2250] predictions:    9424/  10000 (94.24%), best:    9420/10000 (94.20%), error:      1955.24524, best error:      1941.22205 on epoch:    43, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 24.4026889801s, input_fired_time: 0.1572028250, output_fired_time: 0.1001606882, propagate_forward_time: 10.6968688965, propagate_backward_time: 11.7210121155, weight_update_time: 0.0772876367, other_time: 1.7274436951
epoch time: 2.5010790825s, input_fired_time: 0.0187960155, output_fired_time: 0.0000000000, propagate_forward_time: 2.1476125717, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3346705437
validation[          , genome  2250] predictions:    9419/  10000 (94.19%), best:    9420/10000 (94.20%), error:      1979.04553, best error:      1941.22205 on epoch:    43, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 25.8239402771s, input_fired_time: 0.1633889228, output_fired_time: 0.1060548723, propagate_forward_time: 11.3841400146, propagate_backward_time: 12.3833837509, weight_update_time: 0.0819253772, other_time: 1.7869729996
epoch time: 2.6217255592s, input_fired_time: 0.0196319744, output_fired_time: 0.0000000000, propagate_forward_time: 2.2832000256, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3188936710
validation[          , genome  2250] predictions:    9413/  10000 (94.13%), best:    9413/10000 (94.13%), error:      1934.72961, best error:      1934.72961 on epoch:    50, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 25.8660125732s, input_fired_time: 0.1628098935, output_fired_time: 0.1062538549, propagate_forward_time: 11.4270334244, propagate_backward_time: 12.4012231827, weight_update_time: 0.0817664862, other_time: 1.7686920166
epoch time: 2.6312527657s, input_fired_time: 0.0198222436, output_fired_time: 0.0000000000, propagate_forward_time: 2.2864835262, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3249468803
validation[          , genome  2250] predictions:    9379/  10000 (93.79%), best:    9413/10000 (94.13%), error:      2082.98340, best error:      1934.72961 on epoch:    50, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 25.8157768250s, input_fired_time: 0.1624046564, output_fired_time: 0.1041372418, propagate_forward_time: 11.4335641861, propagate_backward_time: 12.3476753235, weight_update_time: 0.0821304843, other_time: 1.7679948807
epoch time: 2.6264891624s, input_fired_time: 0.0203125682, output_fired_time: 0.0000000000, propagate_forward_time: 2.2889704704, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3172061443
validation[          , genome  2250] predictions:    9425/  10000 (94.25%), best:    9425/10000 (94.25%), error:      1914.58667, best error:      1914.58667 on epoch:    52, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 25.7985935211s, input_fired_time: 0.1638450623, output_fired_time: 0.1032833457, propagate_forward_time: 11.4326925278, propagate_backward_time: 12.3329124451, weight_update_time: 0.0825740397, other_time: 1.7658605576
epoch time: 2.6300611496s, input_fired_time: 0.0203053541, output_fired_time: 0.0000000000, propagate_forward_time: 2.2822408676, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3275148869
validation[          , genome  2250] predictions:    9391/  10000 (93.91%), best:    9425/10000 (94.25%), error:      2044.70435, best error:      1914.58667 on epoch:    52, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 25.8616924286s, input_fired_time: 0.1631298363, output_fired_time: 0.1061051190, propagate_forward_time: 11.4243736267, propagate_backward_time: 12.3912191391, weight_update_time: 0.0818034112, other_time: 1.7768640518
epoch time: 2.6224820614s, input_fired_time: 0.0199071355, output_fired_time: 0.0000000000, propagate_forward_time: 2.2828345299, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3197402954
validation[          , genome  2250] predictions:    9417/  10000 (94.17%), best:    9425/10000 (94.25%), error:      1960.12012, best error:      1914.58667 on epoch:    52, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 25.8388023376s, input_fired_time: 0.1627286971, output_fired_time: 0.1061994806, propagate_forward_time: 11.4219655991, propagate_backward_time: 12.3968267441, weight_update_time: 0.0816695839, other_time: 1.7510814667
epoch time: 2.6287910938s, input_fired_time: 0.0199147798, output_fired_time: 0.0000000000, propagate_forward_time: 2.2833511829, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3255250454
validation[          , genome  2250] predictions:    9410/  10000 (94.10%), best:    9425/10000 (94.25%), error:      1952.06348, best error:      1914.58667 on epoch:    52, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 25.8817653656s, input_fired_time: 0.1640043855, output_fired_time: 0.1060922593, propagate_forward_time: 11.4195146561, propagate_backward_time: 12.3963298798, weight_update_time: 0.0821497142, other_time: 1.7958230972
epoch time: 2.6252801418s, input_fired_time: 0.0197517052, output_fired_time: 0.0000000000, propagate_forward_time: 2.2847259045, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3208024502
validation[          , genome  2250] predictions:    9408/  10000 (94.08%), best:    9425/10000 (94.25%), error:      1939.39062, best error:      1914.58667 on epoch:    52, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 25.8569183350s, input_fired_time: 0.1634486169, output_fired_time: 0.1061061770, propagate_forward_time: 11.4266710281, propagate_backward_time: 12.4000167847, weight_update_time: 0.0825116038, other_time: 1.7606763840
epoch time: 2.6244423389s, input_fired_time: 0.0202073753, output_fired_time: 0.0000000000, propagate_forward_time: 2.2826514244, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3215835094
validation[          , genome  2250] predictions:    9416/  10000 (94.16%), best:    9425/10000 (94.25%), error:      1976.49036, best error:      1914.58667 on epoch:    52, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 25.8856658936s, input_fired_time: 0.1639775187, output_fired_time: 0.1060933471, propagate_forward_time: 11.4267730713, propagate_backward_time: 12.3978099823, weight_update_time: 0.0820120722, other_time: 1.7910137177
epoch time: 2.6300675869s, input_fired_time: 0.0198083408, output_fired_time: 0.0000000000, propagate_forward_time: 2.2828812599, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3273780346
validation[          , genome  2250] predictions:    9421/  10000 (94.21%), best:    9425/10000 (94.25%), error:      1963.86206, best error:      1914.58667 on epoch:    52, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 25.8538303375s, input_fired_time: 0.1650582403, output_fired_time: 0.1065814197, propagate_forward_time: 11.4261779785, propagate_backward_time: 12.3966770172, weight_update_time: 0.0820738599, other_time: 1.7593364716
epoch time: 2.6218140125s, input_fired_time: 0.0201355908, output_fired_time: 0.0000000000, propagate_forward_time: 2.2826228142, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3190555573
validation[          , genome  2250] predictions:    9373/  10000 (93.73%), best:    9425/10000 (94.25%), error:      1988.48718, best error:      1914.58667 on epoch:    52, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 25.8882579803s, input_fired_time: 0.1645060182, output_fired_time: 0.1062690243, propagate_forward_time: 11.4251794815, propagate_backward_time: 12.3974895477, weight_update_time: 0.0820563510, other_time: 1.7948122025
epoch time: 2.6325385571s, input_fired_time: 0.0202536490, output_fired_time: 0.0000000000, propagate_forward_time: 2.2835087776, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3287761211
validation[          , genome  2250] predictions:    9430/  10000 (94.30%), best:    9425/10000 (94.25%), error:      1922.12830, best error:      1914.58667 on epoch:    52, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 24.2449264526s, input_fired_time: 0.1592696011, output_fired_time: 0.1006712168, propagate_forward_time: 10.6401844025, propagate_backward_time: 11.6530122757, weight_update_time: 0.0772632137, other_time: 1.6917886734
epoch time: 1.7198807001s, input_fired_time: 0.0159886032, output_fired_time: 0.0000000000, propagate_forward_time: 1.4465585947, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2573335171
validation[          , genome  2250] predictions:    9417/  10000 (94.17%), best:    9425/10000 (94.25%), error:      1958.53284, best error:      1914.58667 on epoch:    52, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 20.5513267517s, input_fired_time: 0.1461788267, output_fired_time: 0.0855183899, propagate_forward_time: 8.7708978653, propagate_backward_time: 9.9628696442, weight_update_time: 0.0671602413, other_time: 1.5858621597
epoch time: 2.6294114590s, input_fired_time: 0.0205735322, output_fired_time: 0.0000000000, propagate_forward_time: 2.2760326862, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3328051567
validation[          , genome  2250] predictions:    9412/  10000 (94.12%), best:    9425/10000 (94.25%), error:      1932.28430, best error:      1914.58667 on epoch:    52, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 25.7153129578s, input_fired_time: 0.1639902592, output_fired_time: 0.1051284522, propagate_forward_time: 11.2938547134, propagate_backward_time: 12.3786897659, weight_update_time: 0.0830818042, other_time: 1.7736492157
epoch time: 2.6236956120s, input_fired_time: 0.0199954249, output_fired_time: 0.0000000000, propagate_forward_time: 2.2837104797, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3199896812
validation[          , genome  2250] predictions:    9400/  10000 (94.00%), best:    9425/10000 (94.25%), error:      2068.78516, best error:      1914.58667 on epoch:    52, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 25.8262691498s, input_fired_time: 0.1660218686, output_fired_time: 0.1068545133, propagate_forward_time: 11.3753757477, propagate_backward_time: 12.4044971466, weight_update_time: 0.0825092047, other_time: 1.7735195160
epoch time: 2.6303160191s, input_fired_time: 0.0203087255, output_fired_time: 0.0000000000, propagate_forward_time: 2.2839145660, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3260927200
validation[          , genome  2250] predictions:    9412/  10000 (94.12%), best:    9425/10000 (94.25%), error:      2000.14380, best error:      1914.58667 on epoch:    52, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 25.9326400757s, input_fired_time: 0.1665360928, output_fired_time: 0.1073056608, propagate_forward_time: 11.4230594635, propagate_backward_time: 12.4526605606, weight_update_time: 0.0835472867, other_time: 1.7830781937
epoch time: 2.6278955936s, input_fired_time: 0.0204375274, output_fired_time: 0.0000000000, propagate_forward_time: 2.2851729393, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3222851753
validation[          , genome  2250] predictions:    9386/  10000 (93.86%), best:    9425/10000 (94.25%), error:      1995.46948, best error:      1914.58667 on epoch:    52, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 25.9255161285s, input_fired_time: 0.1651505828, output_fired_time: 0.1072400808, propagate_forward_time: 11.4227685928, propagate_backward_time: 12.4541797638, weight_update_time: 0.0832099169, other_time: 1.7761774063
epoch time: 2.6305968761s, input_fired_time: 0.0200477000, output_fired_time: 0.0000000000, propagate_forward_time: 2.2853929996, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3251562119
validation[          , genome  2250] predictions:    9420/  10000 (94.20%), best:    9425/10000 (94.25%), error:      1922.45923, best error:      1914.58667 on epoch:    52, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 25.9269485474s, input_fired_time: 0.1649856120, output_fired_time: 0.1069457531, propagate_forward_time: 11.4245271683, propagate_backward_time: 12.4454040527, weight_update_time: 0.0828232989, other_time: 1.7850866318
epoch time: 2.6251552105s, input_fired_time: 0.0203866530, output_fired_time: 0.0000000000, propagate_forward_time: 2.2842860222, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3204824924
validation[          , genome  2250] predictions:    9443/  10000 (94.43%), best:    9425/10000 (94.25%), error:      1921.59705, best error:      1914.58667 on epoch:    52, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 25.6950111389s, input_fired_time: 0.1654920280, output_fired_time: 0.1054799333, propagate_forward_time: 11.3395090103, propagate_backward_time: 12.3325634003, weight_update_time: 0.0813634470, other_time: 1.7519674301
epoch time: 2.6304593086s, input_fired_time: 0.0201379806, output_fired_time: 0.0000000000, propagate_forward_time: 2.2894206047, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3209006786
validation[          , genome  2250] predictions:    9410/  10000 (94.10%), best:    9425/10000 (94.25%), error:      2013.57336, best error:      1914.58667 on epoch:    52, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 25.7995529175s, input_fired_time: 0.1633932590, output_fired_time: 0.1028855816, propagate_forward_time: 11.4336509705, propagate_backward_time: 12.3337202072, weight_update_time: 0.0822023898, other_time: 1.7659025192
epoch time: 2.6214692593s, input_fired_time: 0.0202140678, output_fired_time: 0.0000000000, propagate_forward_time: 2.2827670574, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3184881210
validation[          , genome  2250] predictions:    9381/  10000 (93.81%), best:    9425/10000 (94.25%), error:      2046.71252, best error:      1914.58667 on epoch:    52, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 25.8882255554s, input_fired_time: 0.1650073677, output_fired_time: 0.1069112420, propagate_forward_time: 11.4206771851, propagate_backward_time: 12.4421863556, weight_update_time: 0.0823688731, other_time: 1.7534446716
epoch time: 2.6323106289s, input_fired_time: 0.0202060658, output_fired_time: 0.0000000000, propagate_forward_time: 2.2866711617, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3254334927
validation[          , genome  2250] predictions:    9383/  10000 (93.83%), best:    9425/10000 (94.25%), error:      2032.91125, best error:      1914.58667 on epoch:    52, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 25.8400459290s, input_fired_time: 0.1641189158, output_fired_time: 0.1065404788, propagate_forward_time: 11.3857812881, propagate_backward_time: 12.4091329575, weight_update_time: 0.0818860978, other_time: 1.7744712830
epoch time: 2.4400534630s, input_fired_time: 0.0191493519, output_fired_time: 0.0000000000, propagate_forward_time: 2.1147146225, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3061895370
validation[          , genome  2250] predictions:    9412/  10000 (94.12%), best:    9425/10000 (94.25%), error:      1953.36646, best error:      1914.58667 on epoch:    52, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 25.8502178192s, input_fired_time: 0.1628421843, output_fired_time: 0.1039285511, propagate_forward_time: 11.3360242844, propagate_backward_time: 12.4846897125, weight_update_time: 0.0823852867, other_time: 1.7627344131
epoch time: 2.6204006672s, input_fired_time: 0.0200918149, output_fired_time: 0.0000000000, propagate_forward_time: 2.2774016857, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3229072094
validation[          , genome  2250] predictions:    9402/  10000 (94.02%), best:    9425/10000 (94.25%), error:      2058.87378, best error:      1914.58667 on epoch:    52, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 25.9098472595s, input_fired_time: 0.1641367078, output_fired_time: 0.1042246893, propagate_forward_time: 11.3630676270, propagate_backward_time: 12.4712266922, weight_update_time: 0.0826396793, other_time: 1.8071908951
epoch time: 2.6267838478s, input_fired_time: 0.0208079275, output_fired_time: 0.0000000000, propagate_forward_time: 2.2760820389, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3298938274
validation[          , genome  2250] predictions:    9431/  10000 (94.31%), best:    9431/10000 (94.31%), error:      1896.89514, best error:      1896.89514 on epoch:    73, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 25.9074611664s, input_fired_time: 0.1641963422, output_fired_time: 0.1045433804, propagate_forward_time: 11.3626403809, propagate_backward_time: 12.4981546402, weight_update_time: 0.0830944926, other_time: 1.7779264450
epoch time: 2.6211442947s, input_fired_time: 0.0203321762, output_fired_time: 0.0000000000, propagate_forward_time: 2.2782464027, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3225657940
validation[          , genome  2250] predictions:    9431/  10000 (94.31%), best:    9431/10000 (94.31%), error:      1894.28430, best error:      1894.28430 on epoch:    74, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 25.9313049316s, input_fired_time: 0.1643529236, output_fired_time: 0.1046256348, propagate_forward_time: 11.3690309525, propagate_backward_time: 12.4874000549, weight_update_time: 0.0830453560, other_time: 1.8058958054
epoch time: 2.6535472870s, input_fired_time: 0.0205991007, output_fired_time: 0.0000000000, propagate_forward_time: 2.3002424240, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3327057362
validation[          , genome  2250] predictions:    9419/  10000 (94.19%), best:    9431/10000 (94.31%), error:      1946.23364, best error:      1894.28430 on epoch:    74, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 25.9031372070s, input_fired_time: 0.1641768813, output_fired_time: 0.1048960313, propagate_forward_time: 11.3768272400, propagate_backward_time: 12.4849205017, weight_update_time: 0.0826764628, other_time: 1.7723159790
epoch time: 2.6184933186s, input_fired_time: 0.0202938132, output_fired_time: 0.0000000000, propagate_forward_time: 2.2761075497, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3220920563
validation[          , genome  2250] predictions:    9357/  10000 (93.57%), best:    9431/10000 (94.31%), error:      2156.24707, best error:      1894.28430 on epoch:    74, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 25.9158840179s, input_fired_time: 0.1647603512, output_fired_time: 0.1057102904, propagate_forward_time: 11.3953742981, propagate_backward_time: 12.4570436478, weight_update_time: 0.0828027129, other_time: 1.7929944992
epoch time: 2.6324670315s, input_fired_time: 0.0204516407, output_fired_time: 0.0000000000, propagate_forward_time: 2.2865121365, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3255033493
validation[          , genome  2250] predictions:    9422/  10000 (94.22%), best:    9431/10000 (94.31%), error:      1921.61670, best error:      1894.28430 on epoch:    74, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 25.9194946289s, input_fired_time: 0.1660027504, output_fired_time: 0.1071465239, propagate_forward_time: 11.4329586029, propagate_backward_time: 12.4546670914, weight_update_time: 0.0826948136, other_time: 1.7587194443
epoch time: 2.6243627071s, input_fired_time: 0.0202255137, output_fired_time: 0.0000000000, propagate_forward_time: 2.2845418453, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3195953369
validation[          , genome  2250] predictions:    9389/  10000 (93.89%), best:    9431/10000 (94.31%), error:      2077.88525, best error:      1894.28430 on epoch:    74, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 25.8711395264s, input_fired_time: 0.1653984040, output_fired_time: 0.1067803130, propagate_forward_time: 11.3968467712, propagate_backward_time: 12.4229707718, weight_update_time: 0.0818290189, other_time: 1.7791433334
epoch time: 2.6317648888s, input_fired_time: 0.0204419754, output_fired_time: 0.0000000000, propagate_forward_time: 2.2860474586, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3252754211
validation[          , genome  2250] predictions:    9408/  10000 (94.08%), best:    9431/10000 (94.31%), error:      1953.15479, best error:      1894.28430 on epoch:    74, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 25.8835010529s, input_fired_time: 0.1659979224, output_fired_time: 0.1068577170, propagate_forward_time: 11.4134521484, propagate_backward_time: 12.4420413971, weight_update_time: 0.0823859721, other_time: 1.7551517487
epoch time: 2.6249728203s, input_fired_time: 0.0202695578, output_fired_time: 0.0000000000, propagate_forward_time: 2.2848207951, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3198823929
validation[          , genome  2250] predictions:    9424/  10000 (94.24%), best:    9431/10000 (94.31%), error:      1941.14661, best error:      1894.28430 on epoch:    74, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 25.8906135559s, input_fired_time: 0.1660588682, output_fired_time: 0.1067778021, propagate_forward_time: 11.4134559631, propagate_backward_time: 12.4221448898, weight_update_time: 0.0826687589, other_time: 1.7821760178
epoch time: 2.6323337555s, input_fired_time: 0.0208258666, output_fired_time: 0.0000000000, propagate_forward_time: 2.2823057175, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3292021751
validation[          , genome  2250] predictions:    9418/  10000 (94.18%), best:    9431/10000 (94.31%), error:      1937.56177, best error:      1894.28430 on epoch:    74, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 25.8795623779s, input_fired_time: 0.1654615402, output_fired_time: 0.1067676842, propagate_forward_time: 11.4114608765, propagate_backward_time: 12.4363021851, weight_update_time: 0.0827030987, other_time: 1.7595691681
epoch time: 2.6219596863s, input_fired_time: 0.0205567777, output_fired_time: 0.0000000000, propagate_forward_time: 2.2809176445, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3204853535
validation[          , genome  2250] predictions:    9423/  10000 (94.23%), best:    9431/10000 (94.31%), error:      1977.04175, best error:      1894.28430 on epoch:    74, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 25.9444999695s, input_fired_time: 0.1666206568, output_fired_time: 0.1076790988, propagate_forward_time: 11.4271268845, propagate_backward_time: 12.4530382156, weight_update_time: 0.0830355138, other_time: 1.7900352478
epoch time: 2.6307177544s, input_fired_time: 0.0206683632, output_fired_time: 0.0000000000, propagate_forward_time: 2.2823112011, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3277382851
validation[          , genome  2250] predictions:    9403/  10000 (94.03%), best:    9431/10000 (94.31%), error:      1998.31689, best error:      1894.28430 on epoch:    74, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 25.6518802643s, input_fired_time: 0.1664453745, output_fired_time: 0.1051974595, propagate_forward_time: 11.3060913086, propagate_backward_time: 12.3102569580, weight_update_time: 0.0814353302, other_time: 1.7638893127
epoch time: 2.6229755878s, input_fired_time: 0.0202469323, output_fired_time: 0.0000000000, propagate_forward_time: 2.2838451862, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3188834190
validation[          , genome  2250] predictions:    9436/  10000 (94.36%), best:    9431/10000 (94.31%), error:      1927.93542, best error:      1894.28430 on epoch:    74, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 25.9126892090s, input_fired_time: 0.1663411111, output_fired_time: 0.1065193638, propagate_forward_time: 11.4439668655, propagate_backward_time: 12.4225254059, weight_update_time: 0.0815742090, other_time: 1.7733354568
epoch time: 2.6451346874s, input_fired_time: 0.0204779021, output_fired_time: 0.0000000000, propagate_forward_time: 2.2997860909, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3248705864
validation[          , genome  2250] predictions:    9434/  10000 (94.34%), best:    9431/10000 (94.31%), error:      1925.10779, best error:      1894.28430 on epoch:    74, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 25.7871952057s, input_fired_time: 0.1662894487, output_fired_time: 0.1090516672, propagate_forward_time: 11.3590421677, propagate_backward_time: 12.3768243790, weight_update_time: 0.0811238065, other_time: 1.7759876251
epoch time: 2.6396059990s, input_fired_time: 0.0206629932, output_fired_time: 0.0000000000, propagate_forward_time: 2.2978169918, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3211259842
validation[          , genome  2250] predictions:    9430/  10000 (94.30%), best:    9431/10000 (94.31%), error:      1942.84692, best error:      1894.28430 on epoch:    74, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 26.0526371002s, input_fired_time: 0.1665125787, output_fired_time: 0.1072711200, propagate_forward_time: 11.4977893829, propagate_backward_time: 12.5040998459, weight_update_time: 0.0830252469, other_time: 1.7769632339
epoch time: 2.5601813793s, input_fired_time: 0.0199844409, output_fired_time: 0.0000000000, propagate_forward_time: 2.2215492725, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3186476231
validation[          , genome  2250] predictions:    9440/  10000 (94.40%), best:    9431/10000 (94.31%), error:      1904.40015, best error:      1894.28430 on epoch:    74, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 26.0484867096s, input_fired_time: 0.1667845249, output_fired_time: 0.1073994637, propagate_forward_time: 11.4965848923, propagate_backward_time: 12.4990568161, weight_update_time: 0.0827045590, other_time: 1.7786617279
epoch time: 2.6390361786s, input_fired_time: 0.0203514881, output_fired_time: 0.0000000000, propagate_forward_time: 2.2992489338, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3194358349
validation[          , genome  2250] predictions:    9397/  10000 (93.97%), best:    9431/10000 (94.31%), error:      1975.91663, best error:      1894.28430 on epoch:    74, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 25.4265480042s, input_fired_time: 0.1646088064, output_fired_time: 0.1033294797, propagate_forward_time: 11.2186069489, propagate_backward_time: 12.2021999359, weight_update_time: 0.0808255821, other_time: 1.7378044128
epoch time: 2.6298615932s, input_fired_time: 0.0206430908, output_fired_time: 0.0000000000, propagate_forward_time: 2.2890329361, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3201856613
validation[          , genome  2250] predictions:    9426/  10000 (94.26%), best:    9431/10000 (94.31%), error:      1911.85071, best error:      1894.28430 on epoch:    74, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 25.8686065674s, input_fired_time: 0.1647120416, output_fired_time: 0.1036809310, propagate_forward_time: 11.4507036209, propagate_backward_time: 12.3807096481, weight_update_time: 0.0824735090, other_time: 1.7687988281
epoch time: 2.6839652061s, input_fired_time: 0.0210892633, output_fired_time: 0.0000000000, propagate_forward_time: 2.3357238770, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3271520138
validation[          , genome  2250] predictions:    9434/  10000 (94.34%), best:    9431/10000 (94.31%), error:      1912.50244, best error:      1894.28430 on epoch:    74, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 25.8998069763s, input_fired_time: 0.1671476066, output_fired_time: 0.1067132428, propagate_forward_time: 11.4246397018, propagate_backward_time: 12.4464683533, weight_update_time: 0.0837641880, other_time: 1.7548398972
epoch time: 2.6382639408s, input_fired_time: 0.0208162628, output_fired_time: 0.0000000000, propagate_forward_time: 2.2950320244, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3224155903
validation[          , genome  2250] predictions:    9423/  10000 (94.23%), best:    9431/10000 (94.31%), error:      1936.43396, best error:      1894.28430 on epoch:    74, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 25.7556610107s, input_fired_time: 0.1666157097, output_fired_time: 0.1059683785, propagate_forward_time: 11.3394069672, propagate_backward_time: 12.3483076096, weight_update_time: 0.0827653557, other_time: 1.7953615189
epoch time: 2.6297559738s, input_fired_time: 0.0205970220, output_fired_time: 0.0000000000, propagate_forward_time: 2.2835259438, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3256330490
validation[          , genome  2250] predictions:    9399/  10000 (93.99%), best:    9431/10000 (94.31%), error:      2002.88831, best error:      1894.28430 on epoch:    74, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 25.8527202606s, input_fired_time: 0.1663840115, output_fired_time: 0.1061449796, propagate_forward_time: 11.4048118591, propagate_backward_time: 12.4201202393, weight_update_time: 0.0821197182, other_time: 1.7552585602
epoch time: 2.6215922832s, input_fired_time: 0.0204900745, output_fired_time: 0.0000000000, propagate_forward_time: 2.2855660915, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3155360222
validation[          , genome  2250] predictions:    9418/  10000 (94.18%), best:    9431/10000 (94.31%), error:      1954.47522, best error:      1894.28430 on epoch:    74, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 25.7205200195s, input_fired_time: 0.1637696922, output_fired_time: 0.1015636995, propagate_forward_time: 11.4124641418, propagate_backward_time: 12.2740221024, weight_update_time: 0.0815029070, other_time: 1.7687005997
epoch time: 2.6365640163s, input_fired_time: 0.0207371619, output_fired_time: 0.0000000000, propagate_forward_time: 2.2904691696, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3253576756
validation[          , genome  2250] predictions:    9415/  10000 (94.15%), best:    9431/10000 (94.31%), error:      1976.08008, best error:      1894.28430 on epoch:    74, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 25.8937110901s, input_fired_time: 0.1661400497, output_fired_time: 0.1064115465, propagate_forward_time: 11.4542541504, propagate_backward_time: 12.4214477539, weight_update_time: 0.0817955956, other_time: 1.7454586029
epoch time: 2.6296923161s, input_fired_time: 0.0206778180, output_fired_time: 0.0000000000, propagate_forward_time: 2.2906286716, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3183858395
validation[          , genome  2250] predictions:    9393/  10000 (93.93%), best:    9431/10000 (94.31%), error:      1963.89795, best error:      1894.28430 on epoch:    74, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 25.9478416443s, input_fired_time: 0.1667607278, output_fired_time: 0.1068113893, propagate_forward_time: 11.4564714432, propagate_backward_time: 12.4269142151, weight_update_time: 0.0822380185, other_time: 1.7908830643
epoch time: 2.6383588314s, input_fired_time: 0.0205652174, output_fired_time: 0.0000000000, propagate_forward_time: 2.2907023430, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3270912170
validation[          , genome  2250] predictions:    9384/  10000 (93.84%), best:    9431/10000 (94.31%), error:      2035.93127, best error:      1894.28430 on epoch:    74, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 25.9100608826s, input_fired_time: 0.1672302037, output_fired_time: 0.1066576019, propagate_forward_time: 11.4559373856, propagate_backward_time: 12.4232273102, weight_update_time: 0.0821116492, other_time: 1.7570085526
epoch time: 2.6311550140s, input_fired_time: 0.0207050424, output_fired_time: 0.0000000000, propagate_forward_time: 2.2915272713, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3189227581
validation[          , genome  2250] predictions:    9441/  10000 (94.41%), best:    9431/10000 (94.31%), error:      1924.56128, best error:      1894.28430 on epoch:    74, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 25.9605674744s, input_fired_time: 0.1676778793, output_fired_time: 0.1068783253, propagate_forward_time: 11.4560642242, propagate_backward_time: 12.4351053238, weight_update_time: 0.0824340433, other_time: 1.7948408127
epoch time: 2.6415417194s, input_fired_time: 0.0211424083, output_fired_time: 0.0000000000, propagate_forward_time: 2.2916274071, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3287718296
validation[          , genome  2250] predictions:    9432/  10000 (94.32%), best:    9431/10000 (94.31%), error:      1915.47522, best error:      1894.28430 on epoch:    74, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 25.9188346863s, input_fired_time: 0.1680602580, output_fired_time: 0.1065728515, propagate_forward_time: 11.4562177658, propagate_backward_time: 12.4264507294, weight_update_time: 0.0821962357, other_time: 1.7615327835
epoch time: 2.6338260174s, input_fired_time: 0.0206782855, output_fired_time: 0.0000000000, propagate_forward_time: 2.2919139862, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3212337494
validation[          , genome  2250] predictions:    9405/  10000 (94.05%), best:    9431/10000 (94.31%), error:      1975.47534, best error:      1894.28430 on epoch:    74, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 25.9511661530s, input_fired_time: 0.1671912819, output_fired_time: 0.1065303162, propagate_forward_time: 11.4583759308, propagate_backward_time: 12.4248485565, weight_update_time: 0.0827927589, other_time: 1.7942199707
epoch time: 2.6332490444s, input_fired_time: 0.0206699707, output_fired_time: 0.0000000000, propagate_forward_time: 2.2866120338, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3259670734
validation[          , genome  2250] predictions:    9445/  10000 (94.45%), best:    9431/10000 (94.31%), error:      1897.34033, best error:      1894.28430 on epoch:    74, 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: 13.2106637955s, input_fired_time: 0.1031648517, output_fired_time: 0.0000000000, propagate_forward_time: 11.4498853683, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6576137543
best training[          , genome  2250] predictions:   47973/  50000 (95.95%), best:    9431/10000 (94.31%), error:      7258.17773, best error:      1894.28430 on epoch:    74, 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: 2.6389036179s, input_fired_time: 0.0199921355, output_fired_time: 0.0000000000, propagate_forward_time: 2.2916095257, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3273019791
   testing[          , genome  2250] predictions:    9503/  10000 (95.03%), best:    9431/10000 (94.31%), error:      1690.20435, best error:      1894.28430 on epoch:    74, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
07:43:55 (69857): called boinc_finish(0)

</stderr_txt>
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